diff --git "a/mdiff4str_base_ch/train.log" "b/mdiff4str_base_ch/train.log" new file mode 100644--- /dev/null +++ "b/mdiff4str_base_ch/train.log" @@ -0,0 +1,15236 @@ +[2025/07/21 14:33:41] openrec INFO: ----------- Config ----------- +[2025/07/21 14:33:41] openrec INFO: Architecture : +[2025/07/21 14:33:41] openrec INFO: Decoder : +[2025/07/21 14:33:41] openrec INFO: autoregressive_decoding : False +[2025/07/21 14:33:41] openrec INFO: cloze_mask_decoding : False +[2025/07/21 14:33:41] openrec INFO: low_confidence_decoding : False +[2025/07/21 14:33:41] openrec INFO: max_len : 25 +[2025/07/21 14:33:41] openrec INFO: name : MDiffDecoder +[2025/07/21 14:33:41] openrec INFO: nhead : 6 +[2025/07/21 14:33:41] openrec INFO: num_decoder_layers : 6 +[2025/07/21 14:33:41] openrec INFO: parallel_decoding : False +[2025/07/21 14:33:41] openrec INFO: random_mask_decoding : False +[2025/07/21 14:33:41] openrec INFO: sample_k : 3 +[2025/07/21 14:33:41] openrec INFO: sampler_step : 3 +[2025/07/21 14:33:41] openrec INFO: semi_autoregressive_decoding : True +[2025/07/21 14:33:41] openrec INFO: Encoder : +[2025/07/21 14:33:41] openrec INFO: depths : [6, 6, 6] +[2025/07/21 14:33:41] openrec INFO: dims : [128, 256, 384] +[2025/07/21 14:33:41] openrec INFO: feat2d : False +[2025/07/21 14:33:41] openrec INFO: last_stage : False +[2025/07/21 14:33:41] openrec INFO: local_k : [[5, 5], [5, 5], [-1, -1]] +[2025/07/21 14:33:41] openrec INFO: mixer : [['Conv', 'Conv', 'Conv', 'Conv', 'Conv', 'Conv'], ['Conv', 'Conv', 'FGlobal', 'Global', 'Global', 'Global'], ['Global', 'Global', 'Global', 'Global', 'Global', 'Global']] +[2025/07/21 14:33:41] openrec INFO: name : SVTRv2LNConvTwo33 +[2025/07/21 14:33:41] openrec INFO: num_heads : [4, 8, 12] +[2025/07/21 14:33:41] openrec INFO: sub_k : [[1, 1], [2, 1], [-1, -1]] +[2025/07/21 14:33:41] openrec INFO: use_pos_embed : False +[2025/07/21 14:33:41] openrec INFO: Transform : None +[2025/07/21 14:33:41] openrec INFO: algorithm : NRTR +[2025/07/21 14:33:41] openrec INFO: in_channels : 3 +[2025/07/21 14:33:41] openrec INFO: model_type : rec +[2025/07/21 14:33:41] openrec INFO: Eval : +[2025/07/21 14:33:41] openrec INFO: dataset : +[2025/07/21 14:33:41] openrec INFO: data_dir_list : ['../benchmark_bctr/benchmark_bctr_test/scene_test'] +[2025/07/21 14:33:41] openrec INFO: ds_width : True +[2025/07/21 14:33:41] openrec INFO: name : RatioDataSetTVResize +[2025/07/21 14:33:41] openrec INFO: padding : False +[2025/07/21 14:33:41] openrec INFO: transforms : +[2025/07/21 14:33:41] openrec INFO: DecodeImagePIL : +[2025/07/21 14:33:41] openrec INFO: img_mode : RGB +[2025/07/21 14:33:41] openrec INFO: ARLabelEncode : +[2025/07/21 14:33:41] openrec INFO: character_dict_path : ./tools/utils/ppocr_keys_v1.txt +[2025/07/21 14:33:41] openrec INFO: max_text_length : 25 +[2025/07/21 14:33:41] openrec INFO: use_space_char : False +[2025/07/21 14:33:41] openrec INFO: KeepKeys : +[2025/07/21 14:33:41] openrec INFO: keep_keys : ['image', 'label', 'length'] +[2025/07/21 14:33:41] openrec INFO: loader : +[2025/07/21 14:33:41] openrec INFO: batch_size_per_card : 128 +[2025/07/21 14:33:41] openrec INFO: drop_last : False +[2025/07/21 14:33:41] openrec INFO: max_ratio : 8 +[2025/07/21 14:33:41] openrec INFO: num_workers : 4 +[2025/07/21 14:33:41] openrec INFO: shuffle : False +[2025/07/21 14:33:41] openrec INFO: sampler : +[2025/07/21 14:33:41] openrec INFO: divided_factor : [4, 16] +[2025/07/21 14:33:41] openrec INFO: first_bs : 128 +[2025/07/21 14:33:41] openrec INFO: fix_bs : False +[2025/07/21 14:33:41] openrec INFO: is_training : False +[2025/07/21 14:33:41] openrec INFO: name : RatioSampler +[2025/07/21 14:33:41] openrec INFO: scales : [[128, 32]] +[2025/07/21 14:33:41] openrec INFO: Global : +[2025/07/21 14:33:41] openrec INFO: cal_metric_during_train : False +[2025/07/21 14:33:41] openrec INFO: character_dict_path : ./tools/utils/ppocr_keys_v1.txt +[2025/07/21 14:33:41] openrec INFO: checkpoints : None +[2025/07/21 14:33:41] openrec INFO: device : gpu +[2025/07/21 14:33:41] openrec INFO: distributed : True +[2025/07/21 14:33:41] openrec INFO: epoch_num : 100 +[2025/07/21 14:33:41] openrec INFO: eval_batch_step : [0, 2000] +[2025/07/21 14:33:41] openrec INFO: eval_epoch_step : [0, 1] +[2025/07/21 14:33:41] openrec INFO: grad_clip_val : 20.0 +[2025/07/21 14:33:41] openrec INFO: infer_img : ./img_44_1.jpg +[2025/07/21 14:33:41] openrec INFO: log_smooth_window : 20 +[2025/07/21 14:33:41] openrec INFO: max_text_length : 25 +[2025/07/21 14:33:41] openrec INFO: output_dir : ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/ +[2025/07/21 14:33:41] openrec INFO: pretrained_model : None +[2025/07/21 14:33:41] openrec INFO: print_batch_step : 10 +[2025/07/21 14:33:41] openrec INFO: save_epoch_step : [10, 1] +[2025/07/21 14:33:41] openrec INFO: save_res_path : ./output/rec/u14m_filter/predicts_svtrv2_nrtr.txt +[2025/07/21 14:33:41] openrec INFO: use_amp : True +[2025/07/21 14:33:41] openrec INFO: use_space_char : False +[2025/07/21 14:33:41] openrec INFO: use_tensorboard : False +[2025/07/21 14:33:41] openrec INFO: LRScheduler : +[2025/07/21 14:33:41] openrec INFO: cycle_momentum : False +[2025/07/21 14:33:41] openrec INFO: name : OneCycleLR +[2025/07/21 14:33:41] openrec INFO: warmup_epoch : 5 +[2025/07/21 14:33:41] openrec INFO: Loss : +[2025/07/21 14:33:41] openrec INFO: name : NoneLoss +[2025/07/21 14:33:41] openrec INFO: Metric : +[2025/07/21 14:33:41] openrec INFO: is_filter : False +[2025/07/21 14:33:41] openrec INFO: main_indicator : acc +[2025/07/21 14:33:41] openrec INFO: name : RecMetric +[2025/07/21 14:33:41] openrec INFO: Optimizer : +[2025/07/21 14:33:41] openrec INFO: filter_bias_and_bn : True +[2025/07/21 14:33:41] openrec INFO: lr : 0.0005 +[2025/07/21 14:33:41] openrec INFO: name : AdamW +[2025/07/21 14:33:41] openrec INFO: weight_decay : 0.05 +[2025/07/21 14:33:41] openrec INFO: PostProcess : +[2025/07/21 14:33:41] openrec INFO: character_dict_path : ./tools/utils/ppocr_keys_v1.txt +[2025/07/21 14:33:41] openrec INFO: name : ARLabelDecode +[2025/07/21 14:33:41] openrec INFO: use_space_char : False +[2025/07/21 14:33:41] openrec INFO: Train : +[2025/07/21 14:33:41] openrec INFO: dataset : +[2025/07/21 14:33:41] openrec INFO: data_dir_list : ['../benchmark_bctr/benchmark_bctr_train/document_train', '../benchmark_bctr/benchmark_bctr_train/handwriting_train', '../benchmark_bctr/benchmark_bctr_train/scene_train', '../benchmark_bctr/benchmark_bctr_train/web_train'] +[2025/07/21 14:33:41] openrec INFO: ds_width : True +[2025/07/21 14:33:41] openrec INFO: name : RatioDataSetTVResize +[2025/07/21 14:33:41] openrec INFO: padding : False +[2025/07/21 14:33:41] openrec INFO: transforms : +[2025/07/21 14:33:41] openrec INFO: DecodeImagePIL : +[2025/07/21 14:33:41] openrec INFO: img_mode : RGB +[2025/07/21 14:33:41] openrec INFO: PARSeqAugPIL : None +[2025/07/21 14:33:41] openrec INFO: LLaDALabelEncode : +[2025/07/21 14:33:41] openrec INFO: character_dict_path : ./tools/utils/ppocr_keys_v1.txt +[2025/07/21 14:33:41] openrec INFO: max_text_length : 25 +[2025/07/21 14:33:41] openrec INFO: sample_num : 3 +[2025/07/21 14:33:41] openrec INFO: train_all_layer : True +[2025/07/21 14:33:41] openrec INFO: use_space_char : False +[2025/07/21 14:33:41] openrec INFO: KeepKeys : +[2025/07/21 14:33:41] openrec INFO: keep_keys : ['image', 'label', 'reflect_ids', 'noisy_batch', 'masked_indices', 'p_mask', 'length'] +[2025/07/21 14:33:41] openrec INFO: loader : +[2025/07/21 14:33:41] openrec INFO: batch_size_per_card : 128 +[2025/07/21 14:33:41] openrec INFO: drop_last : True +[2025/07/21 14:33:41] openrec INFO: max_ratio : 8 +[2025/07/21 14:33:41] openrec INFO: num_workers : 4 +[2025/07/21 14:33:41] openrec INFO: shuffle : True +[2025/07/21 14:33:41] openrec INFO: sampler : +[2025/07/21 14:33:41] openrec INFO: divided_factor : [4, 16] +[2025/07/21 14:33:41] openrec INFO: first_bs : 128 +[2025/07/21 14:33:41] openrec INFO: fix_bs : False +[2025/07/21 14:33:41] openrec INFO: is_training : True +[2025/07/21 14:33:41] openrec INFO: name : RatioSampler +[2025/07/21 14:33:41] openrec INFO: scales : [[128, 32]] +[2025/07/21 14:33:41] openrec INFO: config : configs/rec/llada/svtrv2_llada_fs_reflect_onedecoder_reflectwithoutmask_sample3_ch.yml +[2025/07/21 14:33:41] openrec INFO: eval : True +[2025/07/21 14:33:41] openrec INFO: filename : svtrv2_llada_fs_reflect_onedecoder_reflectwithoutmask_sample3_ch +[2025/07/21 14:33:41] openrec INFO: local_rank : 0 +[2025/07/21 14:33:41] openrec INFO: --------------------------------------------- +[2025/07/21 14:33:43] openrec INFO: Initialize indexs of datasets:../benchmark_bctr/benchmark_bctr_train/document_train +[2025/07/21 14:33:43] openrec INFO: Initialize indexs of datasets:../benchmark_bctr/benchmark_bctr_train/handwriting_train +[2025/07/21 14:33:43] openrec INFO: Initialize indexs of datasets:../benchmark_bctr/benchmark_bctr_train/scene_train +[2025/07/21 14:33:43] openrec INFO: Initialize indexs of datasets:../benchmark_bctr/benchmark_bctr_train/web_train +[2025/07/21 14:34:36] openrec INFO: 0 +[2025/07/21 14:34:36] openrec INFO: 152018 +[2025/07/21 14:34:36] openrec INFO: 170477 +[2025/07/21 14:34:36] openrec INFO: 143171 +[2025/07/21 14:34:36] openrec INFO: 127395 +[2025/07/21 14:34:36] openrec INFO: 93273 +[2025/07/21 14:34:36] openrec INFO: 80388 +[2025/07/21 14:34:36] openrec INFO: 66164 +[2025/07/21 14:34:36] openrec INFO: 259406 +[2025/07/21 14:34:39] openrec INFO: train dataloader has 1436 iters +[2025/07/21 14:34:39] openrec INFO: Initialize indexs of datasets:../benchmark_bctr/benchmark_bctr_test/scene_test +[2025/07/21 14:34:42] openrec INFO: 0 +[2025/07/21 14:34:42] openrec INFO: 12134 +[2025/07/21 14:34:42] openrec INFO: 13846 +[2025/07/21 14:34:42] openrec INFO: 11323 +[2025/07/21 14:34:42] openrec INFO: 8695 +[2025/07/21 14:34:42] openrec INFO: 5282 +[2025/07/21 14:34:42] openrec INFO: 3539 +[2025/07/21 14:34:42] openrec INFO: 2404 +[2025/07/21 14:34:42] openrec INFO: 6423 +[2025/07/21 14:34:42] openrec INFO: valid dataloader has 589 iters +[2025/07/21 14:34:43] openrec INFO: {'Total': 36947136, 'Trainable': 36947136} +[2025/07/21 14:34:44] openrec INFO: train from scratch +[2025/07/21 14:34:46] openrec INFO: run with torch 2.2.0 and device cuda:0 +[2025/07/21 14:34:46] openrec INFO: During the training process, after the 0th epoch, an evaluation is run every 1 epoch +[2025/07/21 14:34:46] openrec INFO: During the training process, after the 0th iteration, an evaluation is run every 2000 iterations +[2025/07/21 14:34:57] openrec INFO: epoch: [1/100], global_step: 10, lr: 0.000020, loss: 16.234914, avg_reader_cost: 0.12374 s, avg_batch_cost: 1.06276 s, avg_samples: 85.0, ips: 79.98064 samples/s, eta: 1 day, 18:23:21 +[2025/07/21 14:35:03] openrec INFO: epoch: [1/100], global_step: 20, lr: 0.000020, loss: 15.279123, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.57371 s, avg_samples: 115.2, ips: 200.79716 samples/s, eta: 1 day, 8:38:02 +[2025/07/21 14:35:08] openrec INFO: epoch: [1/100], global_step: 30, lr: 0.000020, loss: 14.463631, avg_reader_cost: 0.00553 s, avg_batch_cost: 0.56448 s, avg_samples: 98.5, ips: 174.49759 samples/s, eta: 1 day, 5:15:30 +[2025/07/21 14:35:11] openrec INFO: epoch: [1/100], global_step: 40, lr: 0.000020, loss: 14.741088, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29303 s, avg_samples: 93.4, ips: 318.73590 samples/s, eta: 1 day, 0:51:48 +[2025/07/21 14:35:14] openrec INFO: epoch: [1/100], global_step: 50, lr: 0.000020, loss: 14.877155, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.28912 s, avg_samples: 83.6, ips: 289.15579 samples/s, eta: 22:11:42 +[2025/07/21 14:35:17] openrec INFO: epoch: [1/100], global_step: 60, lr: 0.000020, loss: 15.039376, avg_reader_cost: 0.00640 s, avg_batch_cost: 0.28863 s, avg_samples: 71.7, ips: 248.41420 samples/s, eta: 20:24:45 +[2025/07/21 14:35:20] openrec INFO: epoch: [1/100], global_step: 70, lr: 0.000020, loss: 14.866342, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.30512 s, avg_samples: 95.5, ips: 312.99458 samples/s, eta: 19:13:59 +[2025/07/21 14:35:23] openrec INFO: epoch: [1/100], global_step: 80, lr: 0.000020, loss: 13.707893, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.29064 s, avg_samples: 103.6, ips: 356.45671 samples/s, eta: 18:16:34 +[2025/07/21 14:35:26] openrec INFO: epoch: [1/100], global_step: 90, lr: 0.000020, loss: 13.908877, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.28878 s, avg_samples: 85.3, ips: 295.37933 samples/s, eta: 17:31:24 +[2025/07/21 14:35:29] openrec INFO: epoch: [1/100], global_step: 100, lr: 0.000020, loss: 13.846387, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.29548 s, avg_samples: 105.4, ips: 356.70967 samples/s, eta: 16:56:52 +[2025/07/21 14:35:32] openrec INFO: epoch: [1/100], global_step: 110, lr: 0.000020, loss: 12.775053, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29603 s, avg_samples: 110.9, ips: 374.62239 samples/s, eta: 16:28:43 +[2025/07/21 14:35:35] openrec INFO: epoch: [1/100], global_step: 120, lr: 0.000020, loss: 12.071401, avg_reader_cost: 0.00608 s, avg_batch_cost: 0.29471 s, avg_samples: 99.8, ips: 338.63659 samples/s, eta: 16:05:00 +[2025/07/21 14:35:38] openrec INFO: epoch: [1/100], global_step: 130, lr: 0.000020, loss: 12.930607, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.29409 s, avg_samples: 102.8, ips: 349.54950 samples/s, eta: 15:44:48 +[2025/07/21 14:35:41] openrec INFO: epoch: [1/100], global_step: 140, lr: 0.000020, loss: 13.129625, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.29235 s, avg_samples: 91.7, ips: 313.66062 samples/s, eta: 15:27:11 +[2025/07/21 14:35:44] openrec INFO: epoch: [1/100], global_step: 150, lr: 0.000020, loss: 12.800010, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29653 s, avg_samples: 107.4, ips: 362.19030 samples/s, eta: 15:12:34 +[2025/07/21 14:35:47] openrec INFO: epoch: [1/100], global_step: 160, lr: 0.000021, loss: 12.748902, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.29497 s, avg_samples: 94.3, ips: 319.69894 samples/s, eta: 14:59:33 +[2025/07/21 14:35:50] openrec INFO: epoch: [1/100], global_step: 170, lr: 0.000021, loss: 12.987124, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29203 s, avg_samples: 91.8, ips: 314.35239 samples/s, eta: 14:47:38 +[2025/07/21 14:35:53] openrec INFO: epoch: [1/100], global_step: 180, lr: 0.000021, loss: 12.753805, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29450 s, avg_samples: 101.9, ips: 346.00681 samples/s, eta: 14:37:22 +[2025/07/21 14:35:56] openrec INFO: epoch: [1/100], global_step: 190, lr: 0.000021, loss: 12.497676, avg_reader_cost: 0.00610 s, avg_batch_cost: 0.29654 s, avg_samples: 99.0, ips: 333.84853 samples/s, eta: 14:28:26 +[2025/07/21 14:35:59] openrec INFO: epoch: [1/100], global_step: 200, lr: 0.000021, loss: 12.639039, avg_reader_cost: 0.00605 s, avg_batch_cost: 0.29003 s, avg_samples: 89.2, ips: 307.55492 samples/s, eta: 14:19:37 +[2025/07/21 14:36:01] openrec INFO: epoch: [1/100], global_step: 210, lr: 0.000021, loss: 12.773430, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.29199 s, avg_samples: 88.9, ips: 304.46627 samples/s, eta: 14:11:51 +[2025/07/21 14:36:04] openrec INFO: epoch: [1/100], global_step: 220, lr: 0.000021, loss: 12.612877, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29772 s, avg_samples: 105.4, ips: 354.02958 samples/s, eta: 14:05:25 +[2025/07/21 14:36:07] openrec INFO: epoch: [1/100], global_step: 230, lr: 0.000021, loss: 12.187858, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29348 s, avg_samples: 94.7, ips: 322.68021 samples/s, eta: 13:59:06 +[2025/07/21 14:36:10] openrec INFO: epoch: [1/100], global_step: 240, lr: 0.000021, loss: 12.008883, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29665 s, avg_samples: 107.5, ips: 362.38255 samples/s, eta: 13:53:36 +[2025/07/21 14:36:13] openrec INFO: epoch: [1/100], global_step: 250, lr: 0.000021, loss: 11.808340, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.28916 s, avg_samples: 96.4, ips: 333.38097 samples/s, eta: 13:47:50 +[2025/07/21 14:36:16] openrec INFO: epoch: [1/100], global_step: 260, lr: 0.000021, loss: 11.773952, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.29746 s, avg_samples: 105.4, ips: 354.33477 samples/s, eta: 13:43:17 +[2025/07/21 14:36:19] openrec INFO: epoch: [1/100], global_step: 270, lr: 0.000022, loss: 11.944303, avg_reader_cost: 0.00633 s, avg_batch_cost: 0.29764 s, avg_samples: 86.2, ips: 289.61069 samples/s, eta: 13:39:04 +[2025/07/21 14:36:22] openrec INFO: epoch: [1/100], global_step: 280, lr: 0.000022, loss: 11.959240, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29773 s, avg_samples: 103.6, ips: 347.96180 samples/s, eta: 13:35:09 +[2025/07/21 14:36:25] openrec INFO: epoch: [1/100], global_step: 290, lr: 0.000022, loss: 11.512640, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29505 s, avg_samples: 99.8, ips: 338.24890 samples/s, eta: 13:31:17 +[2025/07/21 14:36:28] openrec INFO: epoch: [1/100], global_step: 300, lr: 0.000022, loss: 11.630684, avg_reader_cost: 0.00559 s, avg_batch_cost: 0.29726 s, avg_samples: 95.5, ips: 321.26480 samples/s, eta: 13:27:52 +[2025/07/21 14:36:31] openrec INFO: epoch: [1/100], global_step: 310, lr: 0.000022, loss: 11.557636, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.29540 s, avg_samples: 104.5, ips: 353.75979 samples/s, eta: 13:24:30 +[2025/07/21 14:36:34] openrec INFO: epoch: [1/100], global_step: 320, lr: 0.000022, loss: 11.370486, avg_reader_cost: 0.00545 s, avg_batch_cost: 0.29225 s, avg_samples: 97.8, ips: 334.64837 samples/s, eta: 13:21:07 +[2025/07/21 14:36:37] openrec INFO: epoch: [1/100], global_step: 330, lr: 0.000022, loss: 11.940248, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.29046 s, avg_samples: 76.4, ips: 263.03374 samples/s, eta: 13:17:48 +[2025/07/21 14:36:40] openrec INFO: epoch: [1/100], global_step: 340, lr: 0.000023, loss: 12.005383, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.28985 s, avg_samples: 92.1, ips: 317.74625 samples/s, eta: 13:14:38 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14:40:08] openrec INFO: epoch: [1/100], global_step: 1040, lr: 0.000044, loss: 9.342174, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.29196 s, avg_samples: 94.2, ips: 322.64767 samples/s, eta: 12:11:28 +[2025/07/21 14:40:11] openrec INFO: epoch: [1/100], global_step: 1050, lr: 0.000044, loss: 9.297674, avg_reader_cost: 0.00555 s, avg_batch_cost: 0.29791 s, avg_samples: 99.9, ips: 335.33610 samples/s, eta: 12:11:11 +[2025/07/21 14:40:14] openrec INFO: epoch: [1/100], global_step: 1060, lr: 0.000045, loss: 9.347866, avg_reader_cost: 0.00558 s, avg_batch_cost: 0.29268 s, avg_samples: 85.0, ips: 290.41470 samples/s, eta: 12:10:48 +[2025/07/21 14:40:17] openrec INFO: epoch: [1/100], global_step: 1070, lr: 0.000045, loss: 9.706305, avg_reader_cost: 0.00563 s, avg_batch_cost: 0.29130 s, avg_samples: 85.4, ips: 293.16852 samples/s, eta: 12:10:23 +[2025/07/21 14:40:20] openrec INFO: epoch: [1/100], global_step: 1080, lr: 0.000046, loss: 9.723858, avg_reader_cost: 0.00615 s, avg_batch_cost: 0.28995 s, avg_samples: 74.7, ips: 257.63479 samples/s, eta: 12:09:57 +[2025/07/21 14:40:23] openrec INFO: epoch: [1/100], global_step: 1090, lr: 0.000046, loss: 9.734891, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.30056 s, avg_samples: 78.9, ips: 262.51055 samples/s, eta: 12:09:45 +[2025/07/21 14:40:26] openrec INFO: epoch: [1/100], global_step: 1100, lr: 0.000047, loss: 9.643328, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29230 s, avg_samples: 93.5, ips: 319.88043 samples/s, eta: 12:09:22 +[2025/07/21 14:40:29] openrec INFO: epoch: [1/100], global_step: 1110, lr: 0.000047, loss: 9.041049, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.30110 s, avg_samples: 102.8, ips: 341.41517 samples/s, eta: 12:09:12 +[2025/07/21 14:40:32] openrec INFO: epoch: [1/100], global_step: 1120, lr: 0.000048, loss: 8.601417, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.30032 s, avg_samples: 110.9, ips: 369.26817 samples/s, eta: 12:09:00 +[2025/07/21 14:40:35] openrec INFO: epoch: [1/100], global_step: 1130, lr: 0.000048, loss: 9.348296, avg_reader_cost: 0.00615 s, avg_batch_cost: 0.28998 s, avg_samples: 80.1, ips: 276.22660 samples/s, eta: 12:08:35 +[2025/07/21 14:40:38] openrec INFO: epoch: [1/100], global_step: 1140, lr: 0.000049, loss: 9.745265, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.29233 s, avg_samples: 86.2, ips: 294.87574 samples/s, eta: 12:08:14 +[2025/07/21 14:40:41] openrec INFO: epoch: [1/100], global_step: 1150, lr: 0.000049, loss: 9.390327, avg_reader_cost: 0.00606 s, avg_batch_cost: 0.29557 s, avg_samples: 95.6, ips: 323.43935 samples/s, eta: 12:07:57 +[2025/07/21 14:40:44] openrec INFO: epoch: [1/100], global_step: 1160, lr: 0.000050, loss: 9.380165, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.29170 s, avg_samples: 87.4, ips: 299.61787 samples/s, eta: 12:07:36 +[2025/07/21 14:40:47] openrec INFO: epoch: [1/100], global_step: 1170, lr: 0.000050, loss: 9.383481, avg_reader_cost: 0.00620 s, avg_batch_cost: 0.29457 s, avg_samples: 91.7, ips: 311.30559 samples/s, eta: 12:07:18 +[2025/07/21 14:40:50] openrec INFO: epoch: [1/100], global_step: 1180, lr: 0.000051, loss: 9.476445, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29309 s, avg_samples: 91.7, ips: 312.87821 samples/s, eta: 12:06:59 +[2025/07/21 14:40:53] openrec INFO: epoch: [1/100], global_step: 1190, lr: 0.000051, loss: 9.030457, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29608 s, avg_samples: 103.3, ips: 348.89442 samples/s, eta: 12:06:44 +[2025/07/21 14:40:56] openrec INFO: epoch: [1/100], global_step: 1200, lr: 0.000052, loss: 9.007730, avg_reader_cost: 0.00611 s, avg_batch_cost: 0.29708 s, avg_samples: 90.0, ips: 302.94513 samples/s, eta: 12:06:30 +[2025/07/21 14:40:59] openrec INFO: epoch: [1/100], global_step: 1210, lr: 0.000052, loss: 8.717165, avg_reader_cost: 0.00609 s, avg_batch_cost: 0.30247 s, avg_samples: 109.7, ips: 362.68587 samples/s, eta: 12:06:23 +[2025/07/21 14:41:02] openrec INFO: epoch: [1/100], global_step: 1220, lr: 0.000053, loss: 8.630287, avg_reader_cost: 0.00620 s, avg_batch_cost: 0.29527 s, avg_samples: 98.1, ips: 332.23970 samples/s, eta: 12:06:07 +[2025/07/21 14:41:04] openrec INFO: epoch: [1/100], global_step: 1230, lr: 0.000053, loss: 9.262728, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.29245 s, avg_samples: 76.9, ips: 262.95053 samples/s, eta: 12:05:48 +[2025/07/21 14:41:07] openrec INFO: epoch: [1/100], global_step: 1240, lr: 0.000054, loss: 9.098337, avg_reader_cost: 0.00625 s, avg_batch_cost: 0.29752 s, avg_samples: 107.4, ips: 360.98666 samples/s, eta: 12:05:36 +[2025/07/21 14:41:10] openrec INFO: epoch: [1/100], global_step: 1250, lr: 0.000055, loss: 8.588108, avg_reader_cost: 0.00606 s, avg_batch_cost: 0.29584 s, avg_samples: 98.1, ips: 331.59995 samples/s, eta: 12:05:21 +[2025/07/21 14:41:13] openrec INFO: epoch: [1/100], global_step: 1260, lr: 0.000055, loss: 8.953396, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29306 s, avg_samples: 86.9, ips: 296.52262 samples/s, eta: 12:05:04 +[2025/07/21 14:41:16] openrec INFO: epoch: [1/100], global_step: 1270, lr: 0.000056, loss: 9.156689, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29460 s, avg_samples: 90.0, ips: 305.50100 samples/s, eta: 12:04:48 +[2025/07/21 14:41:19] openrec INFO: epoch: [1/100], global_step: 1280, lr: 0.000056, loss: 8.807984, avg_reader_cost: 0.00628 s, avg_batch_cost: 0.29635 s, avg_samples: 105.7, ips: 356.67159 samples/s, eta: 12:04:35 +[2025/07/21 14:41:22] openrec INFO: epoch: [1/100], global_step: 1290, lr: 0.000057, loss: 8.644301, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.29620 s, avg_samples: 96.3, ips: 325.11710 samples/s, eta: 12:04:22 +[2025/07/21 14:41:25] openrec INFO: epoch: [1/100], global_step: 1300, lr: 0.000057, loss: 8.800564, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.29059 s, avg_samples: 102.0, ips: 351.01543 samples/s, eta: 12:04:03 +[2025/07/21 14:41:28] openrec INFO: epoch: [1/100], global_step: 1310, lr: 0.000058, loss: 9.099953, avg_reader_cost: 0.00610 s, avg_batch_cost: 0.29088 s, avg_samples: 84.8, ips: 291.52821 samples/s, eta: 12:03:44 +[2025/07/21 14:41:31] openrec INFO: epoch: [1/100], global_step: 1320, lr: 0.000058, loss: 9.064890, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29158 s, avg_samples: 84.3, ips: 289.11511 samples/s, eta: 12:03:26 +[2025/07/21 14:41:34] openrec INFO: epoch: [1/100], global_step: 1330, lr: 0.000059, loss: 8.974557, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.29364 s, avg_samples: 87.1, ips: 296.61741 samples/s, eta: 12:03:11 +[2025/07/21 14:41:37] openrec INFO: epoch: [1/100], global_step: 1340, lr: 0.000060, loss: 9.113685, avg_reader_cost: 0.00597 s, avg_batch_cost: 0.29415 s, avg_samples: 87.9, ips: 298.83079 samples/s, eta: 12:02:56 +[2025/07/21 14:41:40] openrec INFO: epoch: [1/100], global_step: 1350, lr: 0.000060, loss: 9.156050, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.29470 s, avg_samples: 90.8, ips: 308.11181 samples/s, eta: 12:02:43 +[2025/07/21 14:41:43] openrec INFO: epoch: [1/100], global_step: 1360, lr: 0.000061, loss: 8.669752, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.30008 s, avg_samples: 105.4, ips: 351.24267 samples/s, eta: 12:02:34 +[2025/07/21 14:41:46] openrec INFO: epoch: [1/100], global_step: 1370, lr: 0.000061, loss: 7.966707, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.29661 s, avg_samples: 104.9, ips: 353.66892 samples/s, eta: 12:02:23 +[2025/07/21 14:41:49] openrec INFO: epoch: [1/100], global_step: 1380, lr: 0.000062, loss: 8.225689, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.30057 s, avg_samples: 104.5, ips: 347.67376 samples/s, eta: 12:02:16 +[2025/07/21 14:41:52] openrec INFO: epoch: [1/100], global_step: 1390, lr: 0.000062, loss: 8.159658, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29726 s, avg_samples: 102.8, ips: 345.82104 samples/s, eta: 12:02:05 +[2025/07/21 14:41:55] openrec INFO: epoch: [1/100], global_step: 1400, lr: 0.000063, loss: 8.537944, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.29128 s, avg_samples: 89.2, ips: 306.23685 samples/s, eta: 12:01:48 +[2025/07/21 14:41:58] openrec INFO: epoch: [1/100], global_step: 1410, lr: 0.000064, loss: 8.709091, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29409 s, avg_samples: 96.9, ips: 329.48685 samples/s, eta: 12:01:35 +[2025/07/21 14:42:01] openrec INFO: epoch: [1/100], global_step: 1420, lr: 0.000064, loss: 8.582729, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29682 s, avg_samples: 99.8, ips: 336.22545 samples/s, eta: 12:01:24 +[2025/07/21 14:42:04] openrec INFO: epoch: [1/100], global_step: 1430, lr: 0.000065, loss: 8.644566, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29790 s, avg_samples: 98.1, ips: 329.30742 samples/s, eta: 12:01:14 +[2025/07/21 14:42:06] openrec INFO: epoch: [1/100], global_step: 1436, lr: 0.000065, loss: 8.288739, avg_reader_cost: 0.00334 s, avg_batch_cost: 0.17512 s, avg_samples: 67.8, ips: 387.16547 samples/s, eta: 12:01:05 +[2025/07/21 14:43:28] openrec INFO: cur metric, acc: 0.00043993338144739124, norm_edit_dis: 0.010406295080677697, num_samples: 63646, fps: 1514.2563537486342 +[2025/07/21 14:43:28] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 14:43:28] openrec INFO: best metric, acc: 0.00043993338144739124, norm_edit_dis: 0.010406295080677697, num_samples: 63646, fps: 1514.2563537486342, best_epoch: 1 +[2025/07/21 14:43:29] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 14:43:31] openrec INFO: epoch: [2/100], global_step: 1440, lr: 0.000066, loss: 8.199089, avg_reader_cost: 8.40698 s, avg_batch_cost: 8.52327 s, avg_samples: 38.4, ips: 4.50531 samples/s, eta: 14:19:18 +[2025/07/21 14:43:34] openrec INFO: epoch: [2/100], global_step: 1450, lr: 0.000066, loss: 8.007258, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.29663 s, avg_samples: 104.5, ips: 352.29453 samples/s, eta: 14:18:10 +[2025/07/21 14:43:37] openrec INFO: epoch: [2/100], global_step: 1460, lr: 0.000067, loss: 7.846107, avg_reader_cost: 0.00722 s, avg_batch_cost: 0.29682 s, avg_samples: 115.9, ips: 390.47059 samples/s, eta: 14:17:02 +[2025/07/21 14:43:40] openrec INFO: epoch: [2/100], global_step: 1470, lr: 0.000067, loss: 8.132328, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.29730 s, avg_samples: 94.3, ips: 317.18438 samples/s, eta: 14:15:56 +[2025/07/21 14:43:43] openrec INFO: epoch: [2/100], global_step: 1480, lr: 0.000068, loss: 8.313499, avg_reader_cost: 0.00605 s, avg_batch_cost: 0.29509 s, avg_samples: 98.5, ips: 333.79611 samples/s, eta: 14:14:49 +[2025/07/21 14:43:46] openrec INFO: epoch: [2/100], global_step: 1490, lr: 0.000069, loss: 8.204300, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.30107 s, avg_samples: 106.2, ips: 352.74597 samples/s, eta: 14:13:49 +[2025/07/21 14:43:49] openrec INFO: epoch: [2/100], global_step: 1500, lr: 0.000069, loss: 7.866353, avg_reader_cost: 0.00606 s, avg_batch_cost: 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1550, lr: 0.000073, loss: 8.349281, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29387 s, avg_samples: 88.8, ips: 302.17505 samples/s, eta: 14:07:24 +[2025/07/21 14:44:06] openrec INFO: epoch: [2/100], global_step: 1560, lr: 0.000073, loss: 8.837570, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.29300 s, avg_samples: 85.3, ips: 291.12720 samples/s, eta: 14:06:21 +[2025/07/21 14:44:09] openrec INFO: epoch: [2/100], global_step: 1570, lr: 0.000074, loss: 8.522185, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29491 s, avg_samples: 92.1, ips: 312.30197 samples/s, eta: 14:05:21 +[2025/07/21 14:44:12] openrec INFO: epoch: [2/100], global_step: 1580, lr: 0.000074, loss: 8.310068, avg_reader_cost: 0.00613 s, avg_batch_cost: 0.29436 s, avg_samples: 99.0, ips: 336.32590 samples/s, eta: 14:04:21 +[2025/07/21 14:44:15] openrec INFO: epoch: [2/100], global_step: 1590, lr: 0.000075, loss: 8.322801, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29311 s, avg_samples: 93.0, ips: 317.28448 samples/s, eta: 14:03:20 +[2025/07/21 14:44:18] openrec INFO: epoch: [2/100], global_step: 1600, lr: 0.000076, loss: 8.576926, avg_reader_cost: 0.00612 s, avg_batch_cost: 0.29393 s, avg_samples: 78.0, ips: 265.37059 samples/s, eta: 14:02:21 +[2025/07/21 14:44:21] openrec INFO: epoch: [2/100], global_step: 1610, lr: 0.000076, loss: 8.512488, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.30296 s, avg_samples: 106.6, ips: 351.86585 samples/s, eta: 14:01:31 +[2025/07/21 14:44:24] openrec INFO: epoch: [2/100], global_step: 1620, lr: 0.000077, loss: 8.451980, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29419 s, avg_samples: 84.8, ips: 288.25217 samples/s, eta: 14:00:34 +[2025/07/21 14:44:27] openrec INFO: epoch: [2/100], global_step: 1630, lr: 0.000078, loss: 8.161238, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29796 s, avg_samples: 116.8, ips: 391.99448 samples/s, eta: 13:59:40 +[2025/07/21 14:44:30] openrec INFO: epoch: [2/100], global_step: 1640, lr: 0.000079, loss: 7.999607, avg_reader_cost: 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epoch: [2/100], global_step: 1690, lr: 0.000082, loss: 8.226034, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.29267 s, avg_samples: 94.2, ips: 321.86782 samples/s, eta: 13:54:13 +[2025/07/21 14:44:48] openrec INFO: epoch: [2/100], global_step: 1700, lr: 0.000083, loss: 8.378855, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.29390 s, avg_samples: 87.1, ips: 296.36388 samples/s, eta: 13:53:20 +[2025/07/21 14:44:51] openrec INFO: epoch: [2/100], global_step: 1710, lr: 0.000083, loss: 8.382385, avg_reader_cost: 0.00650 s, avg_batch_cost: 0.29341 s, avg_samples: 96.1, ips: 327.52714 samples/s, eta: 13:52:27 +[2025/07/21 14:44:54] openrec INFO: epoch: [2/100], global_step: 1720, lr: 0.000084, loss: 8.167964, avg_reader_cost: 0.00563 s, avg_batch_cost: 0.29777 s, avg_samples: 104.0, ips: 349.26048 samples/s, eta: 13:51:39 +[2025/07/21 14:44:57] openrec INFO: epoch: [2/100], global_step: 1730, lr: 0.000085, loss: 8.284958, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29545 s, avg_samples: 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loss: 8.410495, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.29241 s, avg_samples: 82.7, ips: 282.82466 samples/s, eta: 13:46:46 +[2025/07/21 14:45:15] openrec INFO: epoch: [2/100], global_step: 1790, lr: 0.000089, loss: 8.087514, avg_reader_cost: 0.00612 s, avg_batch_cost: 0.29636 s, avg_samples: 101.9, ips: 343.83941 samples/s, eta: 13:46:01 +[2025/07/21 14:45:18] openrec INFO: epoch: [2/100], global_step: 1800, lr: 0.000090, loss: 8.087514, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29576 s, avg_samples: 87.0, ips: 294.16135 samples/s, eta: 13:45:15 +[2025/07/21 14:45:21] openrec INFO: epoch: [2/100], global_step: 1810, lr: 0.000091, loss: 8.474148, avg_reader_cost: 0.00618 s, avg_batch_cost: 0.29705 s, avg_samples: 89.1, ips: 299.95085 samples/s, eta: 13:44:30 +[2025/07/21 14:45:24] openrec INFO: epoch: [2/100], global_step: 1820, lr: 0.000091, loss: 8.616359, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29594 s, avg_samples: 73.4, ips: 248.02663 samples/s, eta: 13:43:46 +[2025/07/21 14:45:27] openrec INFO: epoch: [2/100], global_step: 1830, lr: 0.000092, loss: 8.564911, avg_reader_cost: 0.00628 s, avg_batch_cost: 0.29877 s, avg_samples: 90.5, ips: 302.90461 samples/s, eta: 13:43:04 +[2025/07/21 14:45:30] openrec INFO: epoch: [2/100], global_step: 1840, lr: 0.000093, loss: 8.406804, avg_reader_cost: 0.00610 s, avg_batch_cost: 0.29744 s, avg_samples: 89.1, ips: 299.55314 samples/s, eta: 13:42:21 +[2025/07/21 14:45:33] openrec INFO: epoch: [2/100], global_step: 1850, lr: 0.000094, loss: 8.142220, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.29602 s, avg_samples: 93.3, ips: 315.18478 samples/s, eta: 13:41:37 +[2025/07/21 14:45:36] openrec INFO: epoch: [2/100], global_step: 1860, lr: 0.000094, loss: 8.075079, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29761 s, avg_samples: 97.3, ips: 326.93713 samples/s, eta: 13:40:56 +[2025/07/21 14:45:39] openrec INFO: epoch: [2/100], global_step: 1870, lr: 0.000095, loss: 7.597097, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.30398 s, avg_samples: 112.6, ips: 370.41665 samples/s, eta: 13:40:19 +[2025/07/21 14:45:42] openrec INFO: epoch: [2/100], global_step: 1880, lr: 0.000096, loss: 7.938851, avg_reader_cost: 0.00621 s, avg_batch_cost: 0.29313 s, avg_samples: 84.4, ips: 287.92488 samples/s, eta: 13:39:35 +[2025/07/21 14:45:45] openrec INFO: epoch: [2/100], global_step: 1890, lr: 0.000097, loss: 8.129630, avg_reader_cost: 0.00597 s, avg_batch_cost: 0.29553 s, avg_samples: 98.1, ips: 331.94840 samples/s, eta: 13:38:53 +[2025/07/21 14:45:48] openrec INFO: epoch: [2/100], global_step: 1900, lr: 0.000098, loss: 7.723365, avg_reader_cost: 0.00616 s, avg_batch_cost: 0.29877 s, avg_samples: 103.3, ips: 345.75365 samples/s, eta: 13:38:14 +[2025/07/21 14:45:50] openrec INFO: epoch: [2/100], global_step: 1910, lr: 0.000098, loss: 7.707446, avg_reader_cost: 0.00614 s, avg_batch_cost: 0.29514 s, avg_samples: 96.4, ips: 326.62441 samples/s, eta: 13:37:32 +[2025/07/21 14:45:54] openrec INFO: epoch: [2/100], global_step: 1920, lr: 0.000099, loss: 7.431829, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.30013 s, avg_samples: 113.0, ips: 376.50138 samples/s, eta: 13:36:55 +[2025/07/21 14:45:56] openrec INFO: epoch: [2/100], global_step: 1930, lr: 0.000100, loss: 7.814425, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29360 s, avg_samples: 91.2, ips: 310.62144 samples/s, eta: 13:36:13 +[2025/07/21 14:45:59] openrec INFO: epoch: [2/100], global_step: 1940, lr: 0.000101, loss: 8.123525, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.29153 s, avg_samples: 99.9, ips: 342.67674 samples/s, eta: 13:35:30 +[2025/07/21 14:46:02] openrec INFO: epoch: [2/100], global_step: 1950, lr: 0.000101, loss: 7.959241, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.29339 s, avg_samples: 95.6, ips: 325.84412 samples/s, eta: 13:34:49 +[2025/07/21 14:46:05] openrec INFO: epoch: [2/100], global_step: 1960, lr: 0.000102, loss: 7.956012, avg_reader_cost: 0.00617 s, avg_batch_cost: 0.29561 s, avg_samples: 99.0, ips: 334.90115 samples/s, eta: 13:34:09 +[2025/07/21 14:46:08] openrec INFO: epoch: [2/100], global_step: 1970, lr: 0.000103, loss: 8.299429, avg_reader_cost: 0.00597 s, avg_batch_cost: 0.29350 s, avg_samples: 81.5, ips: 277.68580 samples/s, eta: 13:33:29 +[2025/07/21 14:46:11] openrec INFO: epoch: [2/100], global_step: 1980, lr: 0.000104, loss: 8.385711, avg_reader_cost: 0.00615 s, avg_batch_cost: 0.29464 s, avg_samples: 91.2, ips: 309.53414 samples/s, eta: 13:32:50 +[2025/07/21 14:46:14] openrec INFO: epoch: [2/100], global_step: 1990, lr: 0.000105, loss: 7.962343, avg_reader_cost: 0.00675 s, avg_batch_cost: 0.29873 s, avg_samples: 91.7, ips: 306.96930 samples/s, eta: 13:32:14 +[2025/07/21 14:46:17] openrec INFO: epoch: [2/100], global_step: 2000, lr: 0.000105, loss: 8.282151, avg_reader_cost: 0.00645 s, avg_batch_cost: 0.29260 s, avg_samples: 76.0, ips: 259.74222 samples/s, eta: 13:31:34 +[2025/07/21 14:47:39] openrec INFO: cur metric, acc: 0.005247776764408167, norm_edit_dis: 0.02112692215556189, num_samples: 63646, fps: 1480.1319025911873 +[2025/07/21 14:47:40] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 14:47:40] openrec INFO: best metric, acc: 0.005247776764408167, norm_edit_dis: 0.02112692215556189, num_samples: 63646, fps: 1480.1319025911873, best_epoch: 2 +[2025/07/21 14:47:43] openrec INFO: epoch: [2/100], global_step: 2010, lr: 0.000106, loss: 8.291372, avg_reader_cost: 8.31341 s, avg_batch_cost: 8.59772 s, avg_samples: 91.4, ips: 10.63072 samples/s, eta: 15:08:25 +[2025/07/21 14:47:46] openrec INFO: epoch: [2/100], global_step: 2020, lr: 0.000107, loss: 8.058560, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29201 s, avg_samples: 98.1, ips: 335.94707 samples/s, eta: 15:07:16 +[2025/07/21 14:47:49] openrec INFO: epoch: [2/100], global_step: 2030, lr: 0.000108, loss: 7.614490, avg_reader_cost: 0.00614 s, avg_batch_cost: 0.29811 s, avg_samples: 99.8, 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+[2025/07/21 14:48:19] openrec INFO: epoch: [2/100], global_step: 2130, lr: 0.000116, loss: 7.519510, avg_reader_cost: 0.00610 s, avg_batch_cost: 0.29650 s, avg_samples: 91.7, ips: 309.27307 samples/s, eta: 14:55:38 +[2025/07/21 14:48:22] openrec INFO: epoch: [2/100], global_step: 2140, lr: 0.000117, loss: 7.704660, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.29683 s, avg_samples: 103.3, ips: 348.01340 samples/s, eta: 14:54:40 +[2025/07/21 14:48:25] openrec INFO: epoch: [2/100], global_step: 2150, lr: 0.000118, loss: 7.320345, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29665 s, avg_samples: 96.0, ips: 323.61431 samples/s, eta: 14:53:41 +[2025/07/21 14:48:28] openrec INFO: epoch: [2/100], global_step: 2160, lr: 0.000119, loss: 8.241301, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29334 s, avg_samples: 87.9, ips: 299.65662 samples/s, eta: 14:52:41 +[2025/07/21 14:48:31] openrec INFO: epoch: [2/100], global_step: 2170, lr: 0.000120, loss: 8.220936, avg_reader_cost: 0.00567 s, 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+[2025/07/21 14:49:27] openrec INFO: epoch: [2/100], global_step: 2360, lr: 0.000136, loss: 7.514026, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.29415 s, avg_samples: 95.5, ips: 324.66832 samples/s, eta: 14:34:45 +[2025/07/21 14:49:30] openrec INFO: epoch: [2/100], global_step: 2370, lr: 0.000137, loss: 6.944283, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.29856 s, avg_samples: 113.5, ips: 380.15630 samples/s, eta: 14:33:58 +[2025/07/21 14:49:33] openrec INFO: epoch: [2/100], global_step: 2380, lr: 0.000138, loss: 6.627621, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.30071 s, avg_samples: 105.1, ips: 349.50993 samples/s, eta: 14:33:12 +[2025/07/21 14:49:36] openrec INFO: epoch: [2/100], global_step: 2390, lr: 0.000139, loss: 7.106511, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29871 s, avg_samples: 99.8, ips: 334.10442 samples/s, eta: 14:32:26 +[2025/07/21 14:49:39] openrec INFO: epoch: [2/100], global_step: 2400, lr: 0.000140, loss: 7.704521, avg_reader_cost: 0.00560 s, 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[2/100], global_step: 2450, lr: 0.000144, loss: 7.562475, avg_reader_cost: 0.00605 s, avg_batch_cost: 0.29721 s, avg_samples: 99.4, ips: 334.44296 samples/s, eta: 14:27:41 +[2025/07/21 14:49:57] openrec INFO: epoch: [2/100], global_step: 2460, lr: 0.000145, loss: 7.382467, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.29320 s, avg_samples: 104.5, ips: 356.41387 samples/s, eta: 14:26:54 +[2025/07/21 14:50:00] openrec INFO: epoch: [2/100], global_step: 2470, lr: 0.000146, loss: 7.660597, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.28954 s, avg_samples: 80.1, ips: 276.64997 samples/s, eta: 14:26:05 +[2025/07/21 14:50:03] openrec INFO: epoch: [2/100], global_step: 2480, lr: 0.000147, loss: 7.691865, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29856 s, avg_samples: 93.5, ips: 313.17181 samples/s, eta: 14:25:22 +[2025/07/21 14:50:06] openrec INFO: epoch: [2/100], global_step: 2490, lr: 0.000148, loss: 7.496867, avg_reader_cost: 0.00597 s, avg_batch_cost: 0.29608 s, avg_samples: 95.9, ips: 323.90028 samples/s, eta: 14:24:38 +[2025/07/21 14:50:09] openrec INFO: epoch: [2/100], global_step: 2500, lr: 0.000149, loss: 7.323378, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29544 s, avg_samples: 99.3, ips: 336.11441 samples/s, eta: 14:23:53 +[2025/07/21 14:50:11] openrec INFO: epoch: [2/100], global_step: 2510, lr: 0.000150, loss: 7.192739, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29147 s, avg_samples: 98.1, ips: 336.56826 samples/s, eta: 14:23:07 +[2025/07/21 14:50:14] openrec INFO: epoch: [2/100], global_step: 2520, lr: 0.000151, loss: 7.440460, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.29405 s, avg_samples: 90.5, ips: 307.76889 samples/s, eta: 14:22:22 +[2025/07/21 14:50:17] openrec INFO: epoch: [2/100], global_step: 2530, lr: 0.000152, loss: 7.288383, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.29628 s, avg_samples: 107.8, ips: 363.84056 samples/s, eta: 14:21:39 +[2025/07/21 14:50:20] openrec INFO: epoch: [2/100], global_step: 2540, lr: 0.000153, loss: 7.056160, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.29799 s, avg_samples: 107.5, ips: 360.74492 samples/s, eta: 14:20:58 +[2025/07/21 14:50:23] openrec INFO: epoch: [2/100], global_step: 2550, lr: 0.000154, loss: 7.185834, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.29678 s, avg_samples: 94.3, ips: 317.74147 samples/s, eta: 14:20:16 +[2025/07/21 14:50:26] openrec INFO: epoch: [2/100], global_step: 2560, lr: 0.000155, loss: 7.536118, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29196 s, avg_samples: 92.6, ips: 317.16422 samples/s, eta: 14:19:31 +[2025/07/21 14:50:29] openrec INFO: epoch: [2/100], global_step: 2570, lr: 0.000156, loss: 7.741493, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29433 s, avg_samples: 88.3, ips: 300.00293 samples/s, eta: 14:18:48 +[2025/07/21 14:50:32] openrec INFO: epoch: [2/100], global_step: 2580, lr: 0.000156, loss: 6.894128, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.30250 s, avg_samples: 117.3, ips: 387.76736 samples/s, eta: 14:18:10 +[2025/07/21 14:50:35] openrec INFO: epoch: [2/100], global_step: 2590, lr: 0.000157, loss: 6.454596, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.29636 s, avg_samples: 95.6, ips: 322.58494 samples/s, eta: 14:17:29 +[2025/07/21 14:50:38] openrec INFO: epoch: [2/100], global_step: 2600, lr: 0.000158, loss: 7.357210, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29458 s, avg_samples: 94.6, ips: 321.13990 samples/s, eta: 14:16:47 +[2025/07/21 14:50:41] openrec INFO: epoch: [2/100], global_step: 2610, lr: 0.000159, loss: 7.404383, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29391 s, avg_samples: 94.3, ips: 320.84883 samples/s, eta: 14:16:06 +[2025/07/21 14:50:44] openrec INFO: epoch: [2/100], global_step: 2620, lr: 0.000160, loss: 6.943455, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29645 s, avg_samples: 104.5, ips: 352.50779 samples/s, eta: 14:15:25 +[2025/07/21 14:50:47] openrec INFO: epoch: [2/100], global_step: 2630, lr: 0.000161, loss: 6.935566, avg_reader_cost: 0.00596 s, 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[2/100], global_step: 2680, lr: 0.000166, loss: 6.677283, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29625 s, avg_samples: 110.9, ips: 374.34007 samples/s, eta: 14:11:27 +[2025/07/21 14:51:05] openrec INFO: epoch: [2/100], global_step: 2690, lr: 0.000167, loss: 7.157839, avg_reader_cost: 0.00607 s, avg_batch_cost: 0.29166 s, avg_samples: 88.6, ips: 303.77922 samples/s, eta: 14:10:46 +[2025/07/21 14:51:08] openrec INFO: epoch: [2/100], global_step: 2700, lr: 0.000168, loss: 7.602054, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.29172 s, avg_samples: 83.6, ips: 286.57555 samples/s, eta: 14:10:05 +[2025/07/21 14:51:11] openrec INFO: epoch: [2/100], global_step: 2710, lr: 0.000169, loss: 7.226574, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.30130 s, avg_samples: 111.8, ips: 371.06027 samples/s, eta: 14:09:30 +[2025/07/21 14:51:14] openrec INFO: epoch: [2/100], global_step: 2720, lr: 0.000170, loss: 6.612635, avg_reader_cost: 0.00619 s, avg_batch_cost: 0.29839 s, avg_samples: 93.8, ips: 314.35711 samples/s, eta: 14:08:54 +[2025/07/21 14:51:17] openrec INFO: epoch: [2/100], global_step: 2730, lr: 0.000171, loss: 7.682809, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.29354 s, avg_samples: 87.4, ips: 297.74279 samples/s, eta: 14:08:15 +[2025/07/21 14:51:20] openrec INFO: epoch: [2/100], global_step: 2740, lr: 0.000172, loss: 7.204714, avg_reader_cost: 0.01129 s, avg_batch_cost: 0.30112 s, avg_samples: 102.3, ips: 339.72998 samples/s, eta: 14:07:41 +[2025/07/21 14:51:23] openrec INFO: epoch: [2/100], global_step: 2750, lr: 0.000173, loss: 6.895194, avg_reader_cost: 0.00597 s, avg_batch_cost: 0.29927 s, avg_samples: 99.8, ips: 333.47929 samples/s, eta: 14:07:05 +[2025/07/21 14:51:26] openrec INFO: epoch: [2/100], global_step: 2760, lr: 0.000174, loss: 7.115840, avg_reader_cost: 0.00619 s, avg_batch_cost: 0.29877 s, avg_samples: 99.8, ips: 334.03195 samples/s, eta: 14:06:30 +[2025/07/21 14:51:29] openrec INFO: epoch: [2/100], global_step: 2770, lr: 0.000175, loss: 6.964222, avg_reader_cost: 0.00637 s, avg_batch_cost: 0.30280 s, avg_samples: 104.5, ips: 345.11431 samples/s, eta: 14:05:57 +[2025/07/21 14:51:32] openrec INFO: epoch: [2/100], global_step: 2780, lr: 0.000176, loss: 6.654019, avg_reader_cost: 0.00620 s, avg_batch_cost: 0.29935 s, avg_samples: 112.6, ips: 376.14536 samples/s, eta: 14:05:23 +[2025/07/21 14:51:35] openrec INFO: epoch: [2/100], global_step: 2790, lr: 0.000177, loss: 6.753881, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29314 s, avg_samples: 94.7, ips: 323.04957 samples/s, eta: 14:04:45 +[2025/07/21 14:51:38] openrec INFO: epoch: [2/100], global_step: 2800, lr: 0.000178, loss: 7.642356, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.29352 s, avg_samples: 90.5, ips: 308.32640 samples/s, eta: 14:04:08 +[2025/07/21 14:51:41] openrec INFO: epoch: [2/100], global_step: 2810, lr: 0.000179, loss: 7.774898, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.29239 s, avg_samples: 86.5, ips: 295.83865 samples/s, eta: 14:03:31 +[2025/07/21 14:51:44] openrec INFO: epoch: [2/100], global_step: 2820, lr: 0.000180, loss: 7.479753, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.29728 s, avg_samples: 99.0, ips: 333.01681 samples/s, eta: 14:02:56 +[2025/07/21 14:51:47] openrec INFO: epoch: [2/100], global_step: 2830, lr: 0.000181, loss: 6.854307, avg_reader_cost: 0.00597 s, avg_batch_cost: 0.29796 s, avg_samples: 100.7, ips: 337.96551 samples/s, eta: 14:02:22 +[2025/07/21 14:51:50] openrec INFO: epoch: [2/100], global_step: 2840, lr: 0.000182, loss: 7.405043, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29533 s, avg_samples: 80.7, ips: 273.25109 samples/s, eta: 14:01:47 +[2025/07/21 14:51:53] openrec INFO: epoch: [2/100], global_step: 2850, lr: 0.000183, loss: 7.559283, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29239 s, avg_samples: 83.1, ips: 284.21082 samples/s, eta: 14:01:10 +[2025/07/21 14:51:56] openrec INFO: epoch: [2/100], global_step: 2860, lr: 0.000184, loss: 7.020532, avg_reader_cost: 0.00610 s, avg_batch_cost: 0.29553 s, avg_samples: 110.6, ips: 374.23801 samples/s, eta: 14:00:36 +[2025/07/21 14:51:59] openrec INFO: epoch: [2/100], global_step: 2870, lr: 0.000185, loss: 6.177437, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.30201 s, avg_samples: 121.6, ips: 402.63614 samples/s, eta: 14:00:05 +[2025/07/21 14:51:59] openrec INFO: epoch: [2/100], global_step: 2872, lr: 0.000185, loss: 6.177437, avg_reader_cost: 0.00124 s, avg_batch_cost: 0.06182 s, avg_samples: 25.6, ips: 414.08355 samples/s, eta: 13:59:59 +[2025/07/21 14:53:27] openrec INFO: cur metric, acc: 0.007400307952204332, norm_edit_dis: 0.028695379411821542, num_samples: 63646, fps: 1344.7451004125362 +[2025/07/21 14:53:28] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 14:53:28] openrec INFO: best metric, acc: 0.007400307952204332, norm_edit_dis: 0.028695379411821542, num_samples: 63646, fps: 1344.7451004125362, best_epoch: 2 +[2025/07/21 14:53:30] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 14:53:34] openrec INFO: epoch: [3/100], global_step: 2880, lr: 0.000186, loss: 5.886469, avg_reader_cost: 9.23657 s, avg_batch_cost: 9.47129 s, avg_samples: 91.7, ips: 9.68189 samples/s, eta: 15:14:44 +[2025/07/21 14:53:37] openrec INFO: epoch: [3/100], global_step: 2890, lr: 0.000187, loss: 6.725550, avg_reader_cost: 0.00605 s, avg_batch_cost: 0.29151 s, avg_samples: 94.3, ips: 323.48491 samples/s, eta: 15:13:52 +[2025/07/21 14:53:40] openrec INFO: epoch: [3/100], global_step: 2900, lr: 0.000188, loss: 7.573410, avg_reader_cost: 0.00535 s, avg_batch_cost: 0.29580 s, avg_samples: 87.4, ips: 295.47399 samples/s, eta: 15:13:03 +[2025/07/21 14:53:43] openrec INFO: epoch: [3/100], global_step: 2910, lr: 0.000189, loss: 7.428310, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.28942 s, avg_samples: 96.0, ips: 331.69410 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global_step: 3700, lr: 0.000271, loss: 4.613338, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29041 s, avg_samples: 84.1, ips: 289.59406 samples/s, eta: 14:19:32 +[2025/07/21 14:57:39] openrec INFO: epoch: [3/100], global_step: 3710, lr: 0.000272, loss: 4.718804, avg_reader_cost: 0.00605 s, avg_batch_cost: 0.29138 s, avg_samples: 101.9, ips: 349.71312 samples/s, eta: 14:18:59 +[2025/07/21 14:57:42] openrec INFO: epoch: [3/100], global_step: 3720, lr: 0.000273, loss: 4.331572, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.29873 s, avg_samples: 84.5, ips: 282.86334 samples/s, eta: 14:18:29 +[2025/07/21 14:57:45] openrec INFO: epoch: [3/100], global_step: 3730, lr: 0.000274, loss: 4.899230, avg_reader_cost: 0.00645 s, avg_batch_cost: 0.29568 s, avg_samples: 96.4, ips: 326.03119 samples/s, eta: 14:17:58 +[2025/07/21 14:57:48] openrec INFO: epoch: [3/100], global_step: 3740, lr: 0.000275, loss: 4.876807, avg_reader_cost: 0.00620 s, avg_batch_cost: 0.29131 s, avg_samples: 93.5, ips: 320.96256 samples/s, eta: 14:17:26 +[2025/07/21 14:57:51] openrec INFO: epoch: [3/100], global_step: 3750, lr: 0.000276, loss: 4.036863, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29425 s, avg_samples: 109.7, ips: 372.81370 samples/s, eta: 14:16:55 +[2025/07/21 14:57:54] openrec INFO: epoch: [3/100], global_step: 3760, lr: 0.000277, loss: 3.969260, avg_reader_cost: 0.00613 s, avg_batch_cost: 0.29183 s, avg_samples: 102.8, ips: 352.25649 samples/s, eta: 14:16:23 +[2025/07/21 14:57:57] openrec INFO: epoch: [3/100], global_step: 3770, lr: 0.000278, loss: 4.103321, avg_reader_cost: 0.00605 s, avg_batch_cost: 0.29004 s, avg_samples: 101.4, ips: 349.60193 samples/s, eta: 14:15:51 +[2025/07/21 14:57:59] openrec INFO: epoch: [3/100], global_step: 3780, lr: 0.000279, loss: 4.237640, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.28567 s, avg_samples: 100.7, ips: 352.49879 samples/s, eta: 14:15:17 +[2025/07/21 14:58:02] openrec INFO: epoch: [3/100], global_step: 3790, lr: 0.000280, loss: 4.522859, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.30055 s, avg_samples: 82.8, ips: 275.49092 samples/s, eta: 14:14:49 +[2025/07/21 14:58:05] openrec INFO: epoch: [3/100], global_step: 3800, lr: 0.000281, loss: 4.454408, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.29428 s, avg_samples: 102.8, ips: 349.32915 samples/s, eta: 14:14:18 +[2025/07/21 14:58:08] openrec INFO: epoch: [3/100], global_step: 3810, lr: 0.000282, loss: 3.899751, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.29012 s, avg_samples: 118.5, ips: 408.45298 samples/s, eta: 14:13:46 +[2025/07/21 14:58:11] openrec INFO: epoch: [3/100], global_step: 3820, lr: 0.000283, loss: 3.913137, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29387 s, avg_samples: 107.4, ips: 365.46162 samples/s, eta: 14:13:16 +[2025/07/21 14:58:14] openrec INFO: epoch: [3/100], global_step: 3830, lr: 0.000284, loss: 4.035578, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.29479 s, avg_samples: 97.6, ips: 331.08343 samples/s, eta: 14:12:46 +[2025/07/21 14:58:17] openrec INFO: epoch: [3/100], global_step: 3840, lr: 0.000285, loss: 4.013178, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.29097 s, avg_samples: 107.1, ips: 368.08508 samples/s, eta: 14:12:15 +[2025/07/21 14:58:20] openrec INFO: epoch: [3/100], global_step: 3850, lr: 0.000286, loss: 4.497949, avg_reader_cost: 0.00679 s, avg_batch_cost: 0.29762 s, avg_samples: 89.6, ips: 301.05006 samples/s, eta: 14:11:47 +[2025/07/21 14:58:23] openrec INFO: epoch: [3/100], global_step: 3860, lr: 0.000287, loss: 3.984627, avg_reader_cost: 0.00628 s, avg_batch_cost: 0.28977 s, avg_samples: 102.8, ips: 354.76248 samples/s, eta: 14:11:16 +[2025/07/21 14:58:26] openrec INFO: epoch: [3/100], global_step: 3870, lr: 0.000288, loss: 3.918338, avg_reader_cost: 0.00606 s, avg_batch_cost: 0.29917 s, avg_samples: 90.0, ips: 300.82775 samples/s, eta: 14:10:48 +[2025/07/21 14:58:29] openrec INFO: epoch: [3/100], global_step: 3880, lr: 0.000289, loss: 3.974756, avg_reader_cost: 0.00605 s, avg_batch_cost: 0.30190 s, avg_samples: 112.6, ips: 372.96903 samples/s, eta: 14:10:22 +[2025/07/21 14:58:32] openrec INFO: epoch: [3/100], global_step: 3890, lr: 0.000290, loss: 3.992282, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.29604 s, avg_samples: 89.1, ips: 300.96861 samples/s, eta: 14:09:53 +[2025/07/21 14:58:35] openrec INFO: epoch: [3/100], global_step: 3900, lr: 0.000292, loss: 3.663467, avg_reader_cost: 0.00610 s, avg_batch_cost: 0.28720 s, avg_samples: 107.1, ips: 372.91121 samples/s, eta: 14:09:22 +[2025/07/21 14:58:38] openrec INFO: epoch: [3/100], global_step: 3910, lr: 0.000293, loss: 3.322357, avg_reader_cost: 0.00653 s, avg_batch_cost: 0.28817 s, avg_samples: 93.8, ips: 325.50230 samples/s, eta: 14:08:51 +[2025/07/21 14:58:41] openrec INFO: epoch: [3/100], global_step: 3920, lr: 0.000294, loss: 4.569507, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.30222 s, avg_samples: 70.4, ips: 232.94183 samples/s, eta: 14:08:25 +[2025/07/21 14:58:44] openrec INFO: epoch: [3/100], global_step: 3930, lr: 0.000295, loss: 4.620214, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.29836 s, avg_samples: 91.7, ips: 307.34699 samples/s, eta: 14:07:58 +[2025/07/21 14:58:47] openrec INFO: epoch: [3/100], global_step: 3940, lr: 0.000296, loss: 3.798108, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.28984 s, avg_samples: 90.0, ips: 310.51813 samples/s, eta: 14:07:28 +[2025/07/21 14:58:50] openrec INFO: epoch: [3/100], global_step: 3950, lr: 0.000297, loss: 3.908453, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.29253 s, avg_samples: 92.6, ips: 316.54885 samples/s, eta: 14:06:59 +[2025/07/21 14:58:53] openrec INFO: epoch: [3/100], global_step: 3960, lr: 0.000298, loss: 4.038649, avg_reader_cost: 0.00609 s, avg_batch_cost: 0.29969 s, avg_samples: 96.0, ips: 320.33156 samples/s, eta: 14:06:32 +[2025/07/21 14:58:56] openrec INFO: epoch: [3/100], global_step: 3970, lr: 0.000299, loss: 3.874567, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29251 s, avg_samples: 94.3, ips: 322.38221 samples/s, eta: 14:06:04 +[2025/07/21 14:58:59] openrec INFO: epoch: [3/100], global_step: 3980, lr: 0.000300, loss: 4.205686, avg_reader_cost: 0.00607 s, avg_batch_cost: 0.29175 s, avg_samples: 78.9, ips: 270.43408 samples/s, eta: 14:05:35 +[2025/07/21 14:59:02] openrec INFO: epoch: [3/100], global_step: 3990, lr: 0.000301, loss: 4.201329, avg_reader_cost: 0.00597 s, avg_batch_cost: 0.28823 s, avg_samples: 97.6, ips: 338.61422 samples/s, eta: 14:05:05 +[2025/07/21 14:59:05] openrec INFO: epoch: [3/100], global_step: 4000, lr: 0.000302, loss: 3.846971, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29810 s, avg_samples: 99.3, ips: 333.10704 samples/s, eta: 14:04:39 +[2025/07/21 15:00:32] openrec INFO: cur metric, acc: 0.17487351912533802, norm_edit_dis: 0.40200367694850303, num_samples: 63646, fps: 1327.7291964880674 +[2025/07/21 15:00:33] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 15:00:33] openrec INFO: best metric, acc: 0.17487351912533802, norm_edit_dis: 0.40200367694850303, num_samples: 63646, fps: 1327.7291964880674, best_epoch: 3 +[2025/07/21 15:00:36] openrec INFO: epoch: [3/100], global_step: 4010, lr: 0.000303, loss: 3.792384, avg_reader_cost: 8.84129 s, avg_batch_cost: 9.13018 s, avg_samples: 92.6, ips: 10.14219 samples/s, eta: 14:55:27 +[2025/07/21 15:00:39] openrec INFO: epoch: [3/100], global_step: 4020, lr: 0.000304, loss: 3.980645, avg_reader_cost: 0.00627 s, avg_batch_cost: 0.29065 s, avg_samples: 82.7, ips: 284.53750 samples/s, eta: 14:54:50 +[2025/07/21 15:00:42] openrec INFO: epoch: [3/100], global_step: 4030, lr: 0.000305, loss: 3.892698, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.29527 s, avg_samples: 95.5, ips: 323.43544 samples/s, eta: 14:54:16 +[2025/07/21 15:00:45] openrec INFO: epoch: [3/100], global_step: 4040, lr: 0.000306, loss: 3.614978, avg_reader_cost: 0.00638 s, avg_batch_cost: 0.28711 s, avg_samples: 99.9, ips: 347.95319 samples/s, eta: 14:53:38 +[2025/07/21 15:00:48] openrec INFO: epoch: [3/100], global_step: 4050, lr: 0.000307, loss: 3.762966, avg_reader_cost: 0.00563 s, avg_batch_cost: 0.29145 s, avg_samples: 80.6, ips: 276.54542 samples/s, eta: 14:53:02 +[2025/07/21 15:00:51] openrec INFO: epoch: [3/100], global_step: 4060, lr: 0.000308, loss: 4.062595, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.29310 s, avg_samples: 87.1, ips: 297.17185 samples/s, eta: 14:52:27 +[2025/07/21 15:00:54] openrec INFO: epoch: [3/100], global_step: 4070, lr: 0.000309, loss: 3.361408, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29606 s, avg_samples: 112.6, ips: 380.33215 samples/s, eta: 14:51:53 +[2025/07/21 15:00:56] openrec INFO: epoch: [3/100], global_step: 4080, lr: 0.000310, loss: 3.518045, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29056 s, avg_samples: 78.1, ips: 268.78732 samples/s, eta: 14:51:18 +[2025/07/21 15:00:59] openrec INFO: epoch: [3/100], global_step: 4090, lr: 0.000311, loss: 3.822924, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29264 s, avg_samples: 99.0, ips: 338.30213 samples/s, eta: 14:50:43 +[2025/07/21 15:01:02] openrec INFO: epoch: [3/100], global_step: 4100, lr: 0.000312, loss: 3.881610, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29741 s, avg_samples: 85.0, ips: 285.79769 samples/s, eta: 14:50:10 +[2025/07/21 15:01:05] openrec INFO: epoch: [3/100], global_step: 4110, lr: 0.000313, loss: 3.851879, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.29284 s, avg_samples: 105.7, ips: 360.94490 samples/s, eta: 14:49:36 +[2025/07/21 15:01:08] openrec INFO: epoch: [3/100], global_step: 4120, lr: 0.000314, loss: 3.808765, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29220 s, avg_samples: 85.3, ips: 291.92073 samples/s, eta: 14:49:01 +[2025/07/21 15:01:11] openrec INFO: epoch: [3/100], global_step: 4130, lr: 0.000315, loss: 3.836158, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.28808 s, avg_samples: 89.5, ips: 310.68165 samples/s, eta: 14:48:25 +[2025/07/21 15:01:14] openrec INFO: epoch: [3/100], global_step: 4140, lr: 0.000316, loss: 3.521286, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.29131 s, avg_samples: 96.9, ips: 332.63055 samples/s, eta: 14:47:51 +[2025/07/21 15:01:17] openrec INFO: epoch: [3/100], global_step: 4150, lr: 0.000317, loss: 3.334912, avg_reader_cost: 0.00614 s, avg_batch_cost: 0.29316 s, avg_samples: 90.0, ips: 306.99591 samples/s, eta: 14:47:17 +[2025/07/21 15:01:20] openrec INFO: epoch: [3/100], global_step: 4160, lr: 0.000318, loss: 3.170389, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.29669 s, avg_samples: 98.1, ips: 330.64838 samples/s, eta: 14:46:45 +[2025/07/21 15:01:23] openrec INFO: epoch: [3/100], global_step: 4170, lr: 0.000319, loss: 2.907945, avg_reader_cost: 0.00616 s, avg_batch_cost: 0.29507 s, avg_samples: 108.0, ips: 366.02081 samples/s, eta: 14:46:12 +[2025/07/21 15:01:26] openrec INFO: epoch: [3/100], global_step: 4180, lr: 0.000320, loss: 3.049002, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29322 s, avg_samples: 91.7, ips: 312.73775 samples/s, eta: 14:45:39 +[2025/07/21 15:01:29] openrec INFO: epoch: [3/100], global_step: 4190, lr: 0.000321, loss: 3.158835, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.28573 s, avg_samples: 97.6, ips: 341.58694 samples/s, eta: 14:45:03 +[2025/07/21 15:01:32] openrec INFO: epoch: [3/100], global_step: 4200, lr: 0.000322, loss: 3.186508, avg_reader_cost: 0.00606 s, avg_batch_cost: 0.29012 s, avg_samples: 91.7, ips: 316.07755 samples/s, eta: 14:44:30 +[2025/07/21 15:01:35] openrec INFO: epoch: [3/100], global_step: 4210, lr: 0.000323, loss: 3.092933, avg_reader_cost: 0.00640 s, avg_batch_cost: 0.30177 s, avg_samples: 100.7, ips: 333.69675 samples/s, eta: 14:44:00 +[2025/07/21 15:01:38] openrec INFO: epoch: [3/100], global_step: 4220, lr: 0.000324, loss: 3.041808, avg_reader_cost: 0.00621 s, avg_batch_cost: 0.29903 s, avg_samples: 96.4, ips: 322.37880 samples/s, eta: 14:43:29 +[2025/07/21 15:01:41] openrec INFO: epoch: [3/100], global_step: 4230, lr: 0.000325, loss: 3.199897, avg_reader_cost: 0.00630 s, avg_batch_cost: 0.29478 s, avg_samples: 102.8, ips: 348.73192 samples/s, eta: 14:42:57 +[2025/07/21 15:01:44] openrec INFO: epoch: [3/100], global_step: 4240, lr: 0.000326, loss: 3.485223, avg_reader_cost: 0.00615 s, avg_batch_cost: 0.29709 s, avg_samples: 78.1, ips: 262.88338 samples/s, eta: 14:42:26 +[2025/07/21 15:01:47] openrec INFO: epoch: [3/100], global_step: 4250, lr: 0.000327, loss: 3.255661, avg_reader_cost: 0.00609 s, avg_batch_cost: 0.29597 s, avg_samples: 104.5, ips: 353.07199 samples/s, eta: 14:41:54 +[2025/07/21 15:01:50] openrec INFO: epoch: [3/100], global_step: 4260, lr: 0.000328, loss: 2.884650, avg_reader_cost: 0.00617 s, avg_batch_cost: 0.29115 s, avg_samples: 106.6, ips: 366.13178 samples/s, eta: 14:41:22 +[2025/07/21 15:01:53] openrec INFO: epoch: [3/100], global_step: 4270, lr: 0.000329, loss: 3.203618, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.29134 s, avg_samples: 84.4, ips: 289.69955 samples/s, eta: 14:40:49 +[2025/07/21 15:01:56] openrec INFO: epoch: [3/100], global_step: 4280, lr: 0.000330, loss: 3.172746, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29731 s, avg_samples: 101.0, ips: 339.71026 samples/s, eta: 14:40:19 +[2025/07/21 15:01:59] openrec INFO: epoch: [3/100], global_step: 4290, lr: 0.000331, loss: 3.105210, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29740 s, avg_samples: 96.9, ips: 325.82047 samples/s, eta: 14:39:48 +[2025/07/21 15:02:01] openrec INFO: epoch: [3/100], global_step: 4300, lr: 0.000332, loss: 3.085470, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29515 s, avg_samples: 103.3, ips: 349.99349 samples/s, eta: 14:39:17 +[2025/07/21 15:02:04] openrec INFO: epoch: [3/100], global_step: 4308, lr: 0.000333, loss: 3.029469, avg_reader_cost: 0.00469 s, avg_batch_cost: 0.23402 s, avg_samples: 71.3, ips: 304.67746 samples/s, eta: 14:38:52 +[2025/07/21 15:03:33] openrec INFO: cur metric, acc: 0.25890079498178975, norm_edit_dis: 0.4954181595238496, num_samples: 63646, fps: 1315.0214583621685 +[2025/07/21 15:03:33] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 15:03:33] openrec INFO: best metric, acc: 0.25890079498178975, norm_edit_dis: 0.4954181595238496, num_samples: 63646, fps: 1315.0214583621685, best_epoch: 3 +[2025/07/21 15:03:36] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 15:03:37] openrec INFO: epoch: [4/100], global_step: 4310, lr: 0.000333, loss: 3.085470, avg_reader_cost: 9.27584 s, avg_batch_cost: 9.33306 s, avg_samples: 12.8, ips: 1.37147 samples/s, eta: 15:28:43 +[2025/07/21 15:03:40] openrec INFO: epoch: [4/100], global_step: 4320, lr: 0.000334, loss: 2.968595, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.29615 s, avg_samples: 102.4, ips: 345.77377 samples/s, eta: 15:28:06 +[2025/07/21 15:03:43] openrec INFO: epoch: [4/100], global_step: 4330, lr: 0.000335, loss: 2.788753, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.29142 s, avg_samples: 102.4, ips: 351.37776 samples/s, eta: 15:27:27 +[2025/07/21 15:03:46] openrec INFO: epoch: [4/100], global_step: 4340, lr: 0.000336, loss: 2.844264, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28836 s, avg_samples: 96.9, ips: 336.03267 samples/s, eta: 15:26:47 +[2025/07/21 15:03:49] openrec INFO: epoch: [4/100], global_step: 4350, lr: 0.000337, loss: 2.983880, avg_reader_cost: 0.00559 s, avg_batch_cost: 0.29263 s, avg_samples: 93.8, ips: 320.53688 samples/s, eta: 15:26:09 +[2025/07/21 15:03:52] openrec INFO: epoch: [4/100], global_step: 4360, lr: 0.000338, loss: 2.879789, avg_reader_cost: 0.00608 s, avg_batch_cost: 0.29567 s, avg_samples: 99.0, ips: 334.82710 samples/s, eta: 15:25:32 +[2025/07/21 15:03:55] openrec INFO: epoch: [4/100], global_step: 4370, lr: 0.000339, loss: 2.835273, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29045 s, 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15:19:20 +[2025/07/21 15:04:24] openrec INFO: epoch: [4/100], global_step: 4470, lr: 0.000349, loss: 2.498155, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29123 s, avg_samples: 96.4, ips: 331.00770 samples/s, eta: 15:18:44 +[2025/07/21 15:04:27] openrec INFO: epoch: [4/100], global_step: 4480, lr: 0.000350, loss: 3.071450, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.28855 s, avg_samples: 84.1, ips: 291.45857 samples/s, eta: 15:18:06 +[2025/07/21 15:04:30] openrec INFO: epoch: [4/100], global_step: 4490, lr: 0.000351, loss: 3.287064, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29540 s, avg_samples: 83.6, ips: 283.00564 samples/s, eta: 15:17:31 +[2025/07/21 15:04:33] openrec INFO: epoch: [4/100], global_step: 4500, lr: 0.000352, loss: 2.723700, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28824 s, avg_samples: 99.4, ips: 344.84572 samples/s, eta: 15:16:54 +[2025/07/21 15:04:36] openrec INFO: epoch: [4/100], global_step: 4510, lr: 0.000353, loss: 2.734196, avg_reader_cost: 0.00602 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[4/100], global_step: 4560, lr: 0.000358, loss: 2.576939, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.29098 s, avg_samples: 106.6, ips: 366.34958 samples/s, eta: 15:13:21 +[2025/07/21 15:04:54] openrec INFO: epoch: [4/100], global_step: 4570, lr: 0.000359, loss: 2.541332, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29196 s, avg_samples: 90.0, ips: 308.25647 samples/s, eta: 15:12:46 +[2025/07/21 15:04:56] openrec INFO: epoch: [4/100], global_step: 4580, lr: 0.000360, loss: 2.562979, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29210 s, avg_samples: 82.7, ips: 283.12439 samples/s, eta: 15:12:11 +[2025/07/21 15:04:59] openrec INFO: epoch: [4/100], global_step: 4590, lr: 0.000361, loss: 2.518337, avg_reader_cost: 0.00650 s, avg_batch_cost: 0.29381 s, avg_samples: 104.9, ips: 357.03860 samples/s, eta: 15:11:37 +[2025/07/21 15:05:02] openrec INFO: epoch: [4/100], global_step: 4600, lr: 0.000362, loss: 2.569360, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29408 s, avg_samples: 94.3, 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+[2025/07/21 15:05:32] openrec INFO: epoch: [4/100], global_step: 4700, lr: 0.000371, loss: 2.514122, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.29279 s, avg_samples: 84.3, ips: 287.92280 samples/s, eta: 15:05:27 +[2025/07/21 15:05:35] openrec INFO: epoch: [4/100], global_step: 4710, lr: 0.000372, loss: 2.611553, avg_reader_cost: 0.00562 s, avg_batch_cost: 0.29677 s, avg_samples: 94.7, ips: 319.10736 samples/s, eta: 15:04:55 +[2025/07/21 15:05:38] openrec INFO: epoch: [4/100], global_step: 4720, lr: 0.000373, loss: 2.524004, avg_reader_cost: 0.00597 s, avg_batch_cost: 0.29940 s, avg_samples: 100.7, ips: 336.33517 samples/s, eta: 15:04:25 +[2025/07/21 15:05:41] openrec INFO: epoch: [4/100], global_step: 4730, lr: 0.000374, loss: 2.468027, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.29272 s, avg_samples: 103.3, ips: 352.90233 samples/s, eta: 15:03:52 +[2025/07/21 15:05:44] openrec INFO: epoch: [4/100], global_step: 4740, lr: 0.000375, loss: 2.447521, avg_reader_cost: 0.00601 s, 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+[2025/07/21 15:10:04] openrec INFO: epoch: [4/100], global_step: 5620, lr: 0.000446, loss: 1.785145, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29082 s, avg_samples: 83.3, ips: 286.43170 samples/s, eta: 14:23:04 +[2025/07/21 15:10:07] openrec INFO: epoch: [4/100], global_step: 5630, lr: 0.000446, loss: 1.712933, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29661 s, avg_samples: 105.7, ips: 356.35817 samples/s, eta: 14:22:40 +[2025/07/21 15:10:10] openrec INFO: epoch: [4/100], global_step: 5640, lr: 0.000447, loss: 1.674000, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.28778 s, avg_samples: 90.5, ips: 314.47553 samples/s, eta: 14:22:15 +[2025/07/21 15:10:13] openrec INFO: epoch: [4/100], global_step: 5650, lr: 0.000448, loss: 1.598115, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29830 s, avg_samples: 105.4, ips: 353.34127 samples/s, eta: 14:21:53 +[2025/07/21 15:10:16] openrec INFO: epoch: [4/100], global_step: 5660, lr: 0.000448, loss: 1.596334, avg_reader_cost: 0.00599 s, 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[4/100], global_step: 5710, lr: 0.000451, loss: 1.784554, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29089 s, avg_samples: 93.4, ips: 321.08807 samples/s, eta: 14:19:33 +[2025/07/21 15:10:34] openrec INFO: epoch: [4/100], global_step: 5720, lr: 0.000452, loss: 1.811707, avg_reader_cost: 0.00605 s, avg_batch_cost: 0.30195 s, avg_samples: 99.0, ips: 327.87240 samples/s, eta: 14:19:12 +[2025/07/21 15:10:37] openrec INFO: epoch: [4/100], global_step: 5730, lr: 0.000453, loss: 1.811707, avg_reader_cost: 0.00608 s, avg_batch_cost: 0.29169 s, avg_samples: 93.4, ips: 320.20634 samples/s, eta: 14:18:48 +[2025/07/21 15:10:40] openrec INFO: epoch: [4/100], global_step: 5740, lr: 0.000453, loss: 1.571337, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.28931 s, avg_samples: 99.0, ips: 342.19152 samples/s, eta: 14:18:24 +[2025/07/21 15:10:41] openrec INFO: epoch: [4/100], global_step: 5744, lr: 0.000454, loss: 1.571337, avg_reader_cost: 0.00229 s, avg_batch_cost: 0.11633 s, avg_samples: 34.1, ips: 293.14271 samples/s, eta: 14:18:15 +[2025/07/21 15:12:13] openrec INFO: cur metric, acc: 0.44125318159173343, norm_edit_dis: 0.6942355786747103, num_samples: 63646, fps: 1232.7525213362164 +[2025/07/21 15:12:14] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 15:12:14] openrec INFO: best metric, acc: 0.44125318159173343, norm_edit_dis: 0.6942355786747103, num_samples: 63646, fps: 1232.7525213362164, best_epoch: 4 +[2025/07/21 15:12:16] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 15:12:19] openrec INFO: epoch: [5/100], global_step: 5750, lr: 0.000454, loss: 1.524702, avg_reader_cost: 9.63013 s, avg_batch_cost: 9.79769 s, avg_samples: 56.8, ips: 5.79729 samples/s, eta: 14:56:28 +[2025/07/21 15:12:22] openrec INFO: epoch: [5/100], global_step: 5760, lr: 0.000455, loss: 1.471125, avg_reader_cost: 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epoch: [5/100], global_step: 5810, lr: 0.000458, loss: 1.640521, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29940 s, avg_samples: 87.9, ips: 293.59106 samples/s, eta: 14:53:49 +[2025/07/21 15:12:39] openrec INFO: epoch: [5/100], global_step: 5820, lr: 0.000458, loss: 1.526149, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.29168 s, avg_samples: 88.6, ips: 303.75662 samples/s, eta: 14:53:22 +[2025/07/21 15:12:42] openrec INFO: epoch: [5/100], global_step: 5830, lr: 0.000459, loss: 1.478198, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.30001 s, avg_samples: 94.3, ips: 314.31782 samples/s, eta: 14:52:57 +[2025/07/21 15:12:45] openrec INFO: epoch: [5/100], global_step: 5840, lr: 0.000459, loss: 1.544620, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28953 s, avg_samples: 91.4, ips: 315.68301 samples/s, eta: 14:52:30 +[2025/07/21 15:12:48] openrec INFO: epoch: [5/100], global_step: 5850, lr: 0.000460, loss: 1.530482, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29052 s, avg_samples: 89.2, ips: 307.03886 samples/s, eta: 14:52:03 +[2025/07/21 15:12:51] openrec INFO: epoch: [5/100], global_step: 5860, lr: 0.000461, loss: 1.499237, avg_reader_cost: 0.00631 s, avg_batch_cost: 0.29509 s, avg_samples: 102.4, ips: 347.01064 samples/s, eta: 14:51:37 +[2025/07/21 15:12:54] openrec INFO: epoch: [5/100], global_step: 5870, lr: 0.000461, loss: 1.917977, avg_reader_cost: 0.00623 s, avg_batch_cost: 0.29465 s, avg_samples: 100.2, ips: 340.06194 samples/s, eta: 14:51:11 +[2025/07/21 15:12:57] openrec INFO: epoch: [5/100], global_step: 5880, lr: 0.000462, loss: 2.111815, avg_reader_cost: 0.00563 s, avg_batch_cost: 0.28977 s, avg_samples: 90.3, ips: 311.62461 samples/s, eta: 14:50:44 +[2025/07/21 15:13:00] openrec INFO: epoch: [5/100], global_step: 5890, lr: 0.000462, loss: 2.005691, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28809 s, avg_samples: 89.6, ips: 311.01264 samples/s, eta: 14:50:17 +[2025/07/21 15:13:03] openrec INFO: epoch: [5/100], global_step: 5900, lr: 0.000463, loss: 1.803812, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29931 s, avg_samples: 97.3, ips: 325.08509 samples/s, eta: 14:49:52 +[2025/07/21 15:13:06] openrec INFO: epoch: [5/100], global_step: 5910, lr: 0.000463, loss: 1.736384, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.28757 s, avg_samples: 82.8, ips: 287.93422 samples/s, eta: 14:49:25 +[2025/07/21 15:13:09] openrec INFO: epoch: [5/100], global_step: 5920, lr: 0.000464, loss: 1.736384, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.30019 s, avg_samples: 96.2, ips: 320.45921 samples/s, eta: 14:49:01 +[2025/07/21 15:13:12] openrec INFO: epoch: [5/100], global_step: 5930, lr: 0.000465, loss: 1.856536, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29659 s, avg_samples: 90.0, ips: 303.44838 samples/s, eta: 14:48:36 +[2025/07/21 15:13:15] openrec INFO: epoch: [5/100], global_step: 5940, lr: 0.000465, loss: 1.921157, avg_reader_cost: 0.00609 s, avg_batch_cost: 0.29142 s, avg_samples: 87.1, ips: 298.87676 samples/s, eta: 14:48:10 +[2025/07/21 15:13:18] openrec INFO: epoch: [5/100], global_step: 5950, lr: 0.000466, loss: 1.769423, avg_reader_cost: 0.00610 s, avg_batch_cost: 0.29240 s, avg_samples: 97.3, ips: 332.76572 samples/s, eta: 14:47:44 +[2025/07/21 15:13:21] openrec INFO: epoch: [5/100], global_step: 5960, lr: 0.000466, loss: 1.733688, avg_reader_cost: 0.01461 s, avg_batch_cost: 0.30230 s, avg_samples: 88.3, ips: 292.09611 samples/s, eta: 14:47:20 +[2025/07/21 15:13:24] openrec INFO: epoch: [5/100], global_step: 5970, lr: 0.000467, loss: 1.765664, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29393 s, avg_samples: 95.5, ips: 324.90981 samples/s, eta: 14:46:55 +[2025/07/21 15:13:27] openrec INFO: epoch: [5/100], global_step: 5980, lr: 0.000467, loss: 1.677177, avg_reader_cost: 0.00608 s, avg_batch_cost: 0.29437 s, avg_samples: 84.8, ips: 288.06849 samples/s, eta: 14:46:30 +[2025/07/21 15:13:30] openrec INFO: epoch: [5/100], global_step: 5990, lr: 0.000468, loss: 1.527496, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29056 s, avg_samples: 103.1, ips: 354.82965 samples/s, eta: 14:46:04 +[2025/07/21 15:13:33] openrec INFO: epoch: [5/100], global_step: 6000, lr: 0.000468, loss: 1.478098, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.29294 s, avg_samples: 105.4, ips: 359.79939 samples/s, eta: 14:45:39 +[2025/07/21 15:15:01] openrec INFO: cur metric, acc: 0.511108317802987, norm_edit_dis: 0.7180499416340873, num_samples: 63646, fps: 1324.0519437933801 +[2025/07/21 15:15:01] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 15:15:01] openrec INFO: best metric, acc: 0.511108317802987, norm_edit_dis: 0.7180499416340873, num_samples: 63646, fps: 1324.0519437933801, best_epoch: 5 +[2025/07/21 15:15:04] openrec INFO: epoch: [5/100], global_step: 6010, lr: 0.000469, loss: 1.540439, avg_reader_cost: 8.87722 s, avg_batch_cost: 9.15804 s, avg_samples: 108.8, ips: 11.88027 samples/s, eta: 15:19:03 +[2025/07/21 15:15:07] openrec INFO: epoch: [5/100], global_step: 6020, lr: 0.000469, loss: 1.583862, avg_reader_cost: 0.00643 s, avg_batch_cost: 0.29006 s, avg_samples: 102.8, ips: 354.41110 samples/s, eta: 15:18:34 +[2025/07/21 15:15:10] openrec INFO: epoch: [5/100], global_step: 6030, lr: 0.000470, loss: 1.591931, avg_reader_cost: 0.00611 s, avg_batch_cost: 0.28842 s, avg_samples: 91.7, ips: 317.93629 samples/s, eta: 15:18:04 +[2025/07/21 15:15:13] openrec INFO: epoch: [5/100], global_step: 6040, lr: 0.000470, loss: 1.696683, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.28929 s, avg_samples: 91.7, ips: 316.98100 samples/s, eta: 15:17:35 +[2025/07/21 15:15:16] openrec INFO: epoch: [5/100], global_step: 6050, lr: 0.000471, loss: 1.724783, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.29154 s, avg_samples: 103.3, ips: 354.32864 samples/s, eta: 15:17:06 +[2025/07/21 15:15:19] openrec INFO: epoch: [5/100], global_step: 6060, lr: 0.000471, loss: 1.676748, avg_reader_cost: 0.00608 s, 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loss: 1.433430, avg_reader_cost: 0.00647 s, avg_batch_cost: 0.29861 s, avg_samples: 88.3, ips: 295.70005 samples/s, eta: 14:36:47 +[2025/07/21 15:20:08] openrec INFO: epoch: [5/100], global_step: 7040, lr: 0.000499, loss: 1.378636, avg_reader_cost: 0.00656 s, avg_batch_cost: 0.29332 s, avg_samples: 92.9, ips: 316.71810 samples/s, eta: 14:36:26 +[2025/07/21 15:20:11] openrec INFO: epoch: [5/100], global_step: 7050, lr: 0.000500, loss: 1.292117, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29238 s, avg_samples: 98.2, ips: 335.86711 samples/s, eta: 14:36:04 +[2025/07/21 15:20:14] openrec INFO: epoch: [5/100], global_step: 7060, lr: 0.000500, loss: 1.242831, avg_reader_cost: 0.00619 s, avg_batch_cost: 0.29408 s, avg_samples: 93.8, ips: 318.95995 samples/s, eta: 14:35:42 +[2025/07/21 15:20:17] openrec INFO: epoch: [5/100], global_step: 7070, lr: 0.000500, loss: 1.183354, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29158 s, avg_samples: 99.0, ips: 339.53192 samples/s, eta: 14:35:21 +[2025/07/21 15:20:20] openrec INFO: epoch: [5/100], global_step: 7080, lr: 0.000500, loss: 1.237039, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29240 s, avg_samples: 75.1, ips: 256.84313 samples/s, eta: 14:34:59 +[2025/07/21 15:20:23] openrec INFO: epoch: [5/100], global_step: 7090, lr: 0.000500, loss: 1.176024, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29344 s, avg_samples: 93.4, ips: 318.28956 samples/s, eta: 14:34:37 +[2025/07/21 15:20:26] openrec INFO: epoch: [5/100], global_step: 7100, lr: 0.000500, loss: 1.187042, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.29136 s, avg_samples: 90.5, ips: 310.61380 samples/s, eta: 14:34:16 +[2025/07/21 15:20:29] openrec INFO: epoch: [5/100], global_step: 7110, lr: 0.000500, loss: 1.278152, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29119 s, avg_samples: 112.6, ips: 386.69495 samples/s, eta: 14:33:54 +[2025/07/21 15:20:32] openrec INFO: epoch: [5/100], global_step: 7120, lr: 0.000500, loss: 1.285693, avg_reader_cost: 0.00596 s, 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[5/100], global_step: 7170, lr: 0.000500, loss: 1.456006, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.29631 s, avg_samples: 89.2, ips: 301.03615 samples/s, eta: 14:31:47 +[2025/07/21 15:20:49] openrec INFO: epoch: [5/100], global_step: 7180, lr: 0.000500, loss: 1.351456, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.29347 s, avg_samples: 83.6, ips: 284.87024 samples/s, eta: 14:31:26 +[2025/07/21 15:22:20] openrec INFO: cur metric, acc: 0.5948684912492743, norm_edit_dis: 0.7809884673526101, num_samples: 63646, fps: 1301.451286303775 +[2025/07/21 15:22:21] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 15:22:21] openrec INFO: best metric, acc: 0.5948684912492743, norm_edit_dis: 0.7809884673526101, num_samples: 63646, fps: 1301.451286303775, best_epoch: 5 +[2025/07/21 15:22:23] openrec INFO: save ckpt to 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+[2025/07/21 15:28:34] openrec INFO: epoch: [6/100], global_step: 8130, lr: 0.000500, loss: 1.181561, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29361 s, avg_samples: 101.6, ips: 346.04274 samples/s, eta: 14:52:58 +[2025/07/21 15:28:37] openrec INFO: epoch: [6/100], global_step: 8140, lr: 0.000500, loss: 1.069040, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.28767 s, avg_samples: 93.8, ips: 326.06251 samples/s, eta: 14:52:36 +[2025/07/21 15:28:40] openrec INFO: epoch: [6/100], global_step: 8150, lr: 0.000500, loss: 1.064231, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.29734 s, avg_samples: 93.4, ips: 314.12065 samples/s, eta: 14:52:15 +[2025/07/21 15:28:43] openrec INFO: epoch: [6/100], global_step: 8160, lr: 0.000500, loss: 0.952151, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29663 s, avg_samples: 96.4, ips: 324.98924 samples/s, eta: 14:51:55 +[2025/07/21 15:28:46] openrec INFO: epoch: [6/100], global_step: 8170, lr: 0.000500, loss: 0.933276, avg_reader_cost: 0.00614 s, 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+[2025/07/21 15:29:43] openrec INFO: epoch: [6/100], global_step: 8360, lr: 0.000500, loss: 1.035192, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29564 s, avg_samples: 101.9, ips: 344.67830 samples/s, eta: 14:45:16 +[2025/07/21 15:29:45] openrec INFO: epoch: [6/100], global_step: 8370, lr: 0.000500, loss: 1.006253, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.28942 s, avg_samples: 90.9, ips: 314.07999 samples/s, eta: 14:44:55 +[2025/07/21 15:29:48] openrec INFO: epoch: [6/100], global_step: 8380, lr: 0.000500, loss: 1.006166, avg_reader_cost: 0.00620 s, avg_batch_cost: 0.29420 s, avg_samples: 87.0, ips: 295.72004 samples/s, eta: 14:44:36 +[2025/07/21 15:29:51] openrec INFO: epoch: [6/100], global_step: 8390, lr: 0.000500, loss: 1.011339, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.29075 s, avg_samples: 101.9, ips: 350.47248 samples/s, eta: 14:44:15 +[2025/07/21 15:29:54] openrec INFO: epoch: [6/100], global_step: 8400, lr: 0.000500, loss: 1.037754, avg_reader_cost: 0.00600 s, 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[6/100], global_step: 8450, lr: 0.000500, loss: 1.003144, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.28674 s, avg_samples: 108.0, ips: 376.64944 samples/s, eta: 14:42:18 +[2025/07/21 15:30:12] openrec INFO: epoch: [6/100], global_step: 8460, lr: 0.000500, loss: 1.087436, avg_reader_cost: 0.00733 s, avg_batch_cost: 0.30281 s, avg_samples: 94.3, ips: 311.42027 samples/s, eta: 14:42:00 +[2025/07/21 15:30:15] openrec INFO: epoch: [6/100], global_step: 8470, lr: 0.000500, loss: 1.158823, avg_reader_cost: 0.00625 s, avg_batch_cost: 0.30127 s, avg_samples: 94.3, ips: 313.01294 samples/s, eta: 14:41:42 +[2025/07/21 15:30:18] openrec INFO: epoch: [6/100], global_step: 8480, lr: 0.000500, loss: 1.281653, avg_reader_cost: 0.00649 s, avg_batch_cost: 0.29411 s, avg_samples: 88.3, ips: 300.23269 samples/s, eta: 14:41:22 +[2025/07/21 15:30:21] openrec INFO: epoch: [6/100], global_step: 8490, lr: 0.000500, loss: 1.208134, avg_reader_cost: 0.00730 s, avg_batch_cost: 0.30334 s, avg_samples: 95.5, ips: 314.83168 samples/s, eta: 14:41:04 +[2025/07/21 15:30:24] openrec INFO: epoch: [6/100], global_step: 8500, lr: 0.000500, loss: 1.106149, avg_reader_cost: 0.00634 s, avg_batch_cost: 0.29074 s, avg_samples: 107.1, ips: 368.36521 samples/s, eta: 14:40:44 +[2025/07/21 15:30:27] openrec INFO: epoch: [6/100], global_step: 8510, lr: 0.000500, loss: 1.088350, avg_reader_cost: 0.00560 s, avg_batch_cost: 0.29180 s, avg_samples: 91.7, ips: 314.25755 samples/s, eta: 14:40:25 +[2025/07/21 15:30:30] openrec INFO: epoch: [6/100], global_step: 8520, lr: 0.000500, loss: 1.085017, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.29124 s, avg_samples: 108.3, ips: 371.85884 samples/s, eta: 14:40:05 +[2025/07/21 15:30:33] openrec INFO: epoch: [6/100], global_step: 8530, lr: 0.000500, loss: 1.122593, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.29904 s, avg_samples: 83.6, ips: 279.56175 samples/s, eta: 14:39:47 +[2025/07/21 15:30:36] openrec INFO: epoch: [6/100], global_step: 8540, lr: 0.000500, loss: 1.114208, avg_reader_cost: 0.00634 s, avg_batch_cost: 0.29216 s, avg_samples: 113.5, ips: 388.48197 samples/s, eta: 14:39:27 +[2025/07/21 15:30:39] openrec INFO: epoch: [6/100], global_step: 8550, lr: 0.000500, loss: 1.021357, avg_reader_cost: 0.00597 s, avg_batch_cost: 0.29739 s, avg_samples: 94.7, ips: 318.43321 samples/s, eta: 14:39:08 +[2025/07/21 15:30:42] openrec INFO: epoch: [6/100], global_step: 8560, lr: 0.000500, loss: 1.092241, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29286 s, avg_samples: 99.0, ips: 338.04225 samples/s, eta: 14:38:49 +[2025/07/21 15:30:45] openrec INFO: epoch: [6/100], global_step: 8570, lr: 0.000500, loss: 1.107636, avg_reader_cost: 0.00613 s, avg_batch_cost: 0.30219 s, avg_samples: 88.0, ips: 291.21092 samples/s, eta: 14:38:31 +[2025/07/21 15:30:48] openrec INFO: epoch: [6/100], global_step: 8580, lr: 0.000500, loss: 1.083383, avg_reader_cost: 0.00618 s, avg_batch_cost: 0.29453 s, avg_samples: 99.8, ips: 338.84742 samples/s, eta: 14:38:12 +[2025/07/21 15:30:51] openrec INFO: epoch: [6/100], global_step: 8590, lr: 0.000500, loss: 1.028710, avg_reader_cost: 0.00610 s, avg_batch_cost: 0.29506 s, avg_samples: 103.3, ips: 350.09340 samples/s, eta: 14:37:53 +[2025/07/21 15:30:54] openrec INFO: epoch: [6/100], global_step: 8600, lr: 0.000500, loss: 0.933887, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.30121 s, avg_samples: 91.4, ips: 303.44509 samples/s, eta: 14:37:36 +[2025/07/21 15:30:57] openrec INFO: epoch: [6/100], global_step: 8610, lr: 0.000500, loss: 1.076518, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29763 s, avg_samples: 72.2, ips: 242.58572 samples/s, eta: 14:37:17 +[2025/07/21 15:30:59] openrec INFO: epoch: [6/100], global_step: 8616, lr: 0.000500, loss: 1.087168, avg_reader_cost: 0.00355 s, avg_batch_cost: 0.17361 s, avg_samples: 40.5, ips: 233.28499 samples/s, eta: 14:37:05 +[2025/07/21 15:32:28] openrec INFO: cur metric, acc: 0.6620840271718436, norm_edit_dis: 0.8218031026455852, num_samples: 63646, fps: 1305.8820019735572 +[2025/07/21 15:32:29] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 15:32:29] openrec INFO: best metric, acc: 0.6620840271718436, norm_edit_dis: 0.8218031026455852, num_samples: 63646, fps: 1305.8820019735572, best_epoch: 6 +[2025/07/21 15:32:31] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 15:32:33] openrec INFO: epoch: [7/100], global_step: 8620, lr: 0.000500, loss: 0.930022, avg_reader_cost: 9.34379 s, avg_batch_cost: 9.45551 s, avg_samples: 32.0, ips: 3.38427 samples/s, eta: 15:01:20 +[2025/07/21 15:32:36] openrec INFO: epoch: [7/100], global_step: 8630, lr: 0.000500, loss: 0.886410, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.29086 s, avg_samples: 110.0, ips: 378.19095 samples/s, eta: 15:00:59 +[2025/07/21 15:32:39] openrec INFO: epoch: [7/100], global_step: 8640, 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[7/100], global_step: 9700, lr: 0.000500, loss: 0.973291, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29094 s, avg_samples: 90.5, ips: 311.05838 samples/s, eta: 14:27:12 +[2025/07/21 15:37:53] openrec INFO: epoch: [7/100], global_step: 9710, lr: 0.000500, loss: 0.989625, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.28840 s, avg_samples: 94.4, ips: 327.32256 samples/s, eta: 14:26:55 +[2025/07/21 15:37:56] openrec INFO: epoch: [7/100], global_step: 9720, lr: 0.000500, loss: 1.066929, avg_reader_cost: 0.00605 s, avg_batch_cost: 0.28990 s, avg_samples: 104.5, ips: 360.46700 samples/s, eta: 14:26:37 +[2025/07/21 15:37:59] openrec INFO: epoch: [7/100], global_step: 9730, lr: 0.000500, loss: 0.917445, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29129 s, avg_samples: 99.9, ips: 342.95427 samples/s, eta: 14:26:20 +[2025/07/21 15:38:02] openrec INFO: epoch: [7/100], global_step: 9740, lr: 0.000500, loss: 0.874913, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.29009 s, avg_samples: 109.7, ips: 378.15696 samples/s, eta: 14:26:02 +[2025/07/21 15:38:05] openrec INFO: epoch: [7/100], global_step: 9750, lr: 0.000500, loss: 0.931860, avg_reader_cost: 0.00613 s, avg_batch_cost: 0.29407 s, avg_samples: 97.6, ips: 331.89817 samples/s, eta: 14:25:46 +[2025/07/21 15:38:08] openrec INFO: epoch: [7/100], global_step: 9760, lr: 0.000500, loss: 1.054331, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29511 s, avg_samples: 91.7, ips: 310.72817 samples/s, eta: 14:25:29 +[2025/07/21 15:38:11] openrec INFO: epoch: [7/100], global_step: 9770, lr: 0.000500, loss: 1.015226, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29524 s, avg_samples: 76.7, ips: 259.79270 samples/s, eta: 14:25:12 +[2025/07/21 15:38:14] openrec INFO: epoch: [7/100], global_step: 9780, lr: 0.000500, loss: 0.973502, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29824 s, avg_samples: 85.3, ips: 286.01294 samples/s, eta: 14:24:56 +[2025/07/21 15:38:17] openrec INFO: epoch: [7/100], global_step: 9790, lr: 0.000500, loss: 0.972781, avg_reader_cost: 0.00623 s, avg_batch_cost: 0.28942 s, avg_samples: 108.8, ips: 375.92722 samples/s, eta: 14:24:39 +[2025/07/21 15:38:20] openrec INFO: epoch: [7/100], global_step: 9800, lr: 0.000500, loss: 0.941165, avg_reader_cost: 0.00733 s, avg_batch_cost: 0.28997 s, avg_samples: 86.2, ips: 297.27375 samples/s, eta: 14:24:22 +[2025/07/21 15:38:23] openrec INFO: epoch: [7/100], global_step: 9810, lr: 0.000500, loss: 0.855828, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29023 s, avg_samples: 101.0, ips: 348.00048 samples/s, eta: 14:24:05 +[2025/07/21 15:38:26] openrec INFO: epoch: [7/100], global_step: 9820, lr: 0.000500, loss: 0.889656, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29795 s, avg_samples: 81.6, ips: 273.86783 samples/s, eta: 14:23:49 +[2025/07/21 15:38:29] openrec INFO: epoch: [7/100], global_step: 9830, lr: 0.000500, loss: 0.991471, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.29354 s, avg_samples: 102.8, ips: 350.20906 samples/s, eta: 14:23:32 +[2025/07/21 15:38:32] openrec INFO: epoch: [7/100], global_step: 9840, lr: 0.000500, loss: 1.057739, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.28465 s, avg_samples: 101.9, ips: 357.98281 samples/s, eta: 14:23:14 +[2025/07/21 15:38:35] openrec INFO: epoch: [7/100], global_step: 9850, lr: 0.000500, loss: 0.983049, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29573 s, avg_samples: 81.0, ips: 273.89481 samples/s, eta: 14:22:58 +[2025/07/21 15:38:38] openrec INFO: epoch: [7/100], global_step: 9860, lr: 0.000500, loss: 0.983049, avg_reader_cost: 0.00608 s, avg_batch_cost: 0.29231 s, avg_samples: 91.7, ips: 313.70608 samples/s, eta: 14:22:41 +[2025/07/21 15:38:40] openrec INFO: epoch: [7/100], global_step: 9870, lr: 0.000500, loss: 0.946662, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.28890 s, avg_samples: 99.3, ips: 343.71900 samples/s, eta: 14:22:24 +[2025/07/21 15:38:43] openrec INFO: epoch: [7/100], global_step: 9880, lr: 0.000500, loss: 0.946662, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.28767 s, avg_samples: 94.3, ips: 327.81139 samples/s, eta: 14:22:07 +[2025/07/21 15:38:46] openrec INFO: epoch: [7/100], global_step: 9890, lr: 0.000500, loss: 0.939411, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.28738 s, avg_samples: 85.3, ips: 296.82335 samples/s, eta: 14:21:49 +[2025/07/21 15:38:49] openrec INFO: epoch: [7/100], global_step: 9900, lr: 0.000500, loss: 0.851231, avg_reader_cost: 0.00616 s, avg_batch_cost: 0.29068 s, avg_samples: 119.0, ips: 409.38905 samples/s, eta: 14:21:32 +[2025/07/21 15:38:52] openrec INFO: epoch: [7/100], global_step: 9910, lr: 0.000500, loss: 0.845767, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.29032 s, avg_samples: 100.2, ips: 345.13446 samples/s, eta: 14:21:16 +[2025/07/21 15:38:55] openrec INFO: epoch: [7/100], global_step: 9920, lr: 0.000500, loss: 0.822336, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.29363 s, avg_samples: 90.9, ips: 309.56882 samples/s, eta: 14:20:59 +[2025/07/21 15:38:58] openrec INFO: epoch: [7/100], global_step: 9930, lr: 0.000500, loss: 0.830277, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.28671 s, avg_samples: 85.0, ips: 296.46625 samples/s, eta: 14:20:42 +[2025/07/21 15:39:01] openrec INFO: epoch: [7/100], global_step: 9940, lr: 0.000499, loss: 0.862018, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.28738 s, avg_samples: 93.4, ips: 325.00729 samples/s, eta: 14:20:25 +[2025/07/21 15:39:04] openrec INFO: epoch: [7/100], global_step: 9950, lr: 0.000499, loss: 0.875560, avg_reader_cost: 0.00633 s, avg_batch_cost: 0.29007 s, avg_samples: 95.2, ips: 328.19965 samples/s, eta: 14:20:08 +[2025/07/21 15:39:07] openrec INFO: epoch: [7/100], global_step: 9960, lr: 0.000499, loss: 0.814100, avg_reader_cost: 0.00640 s, avg_batch_cost: 0.29067 s, avg_samples: 105.4, ips: 362.61169 samples/s, eta: 14:19:51 +[2025/07/21 15:39:10] openrec INFO: epoch: [7/100], global_step: 9970, lr: 0.000499, loss: 0.821419, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.29117 s, avg_samples: 92.6, ips: 318.02680 samples/s, eta: 14:19:35 +[2025/07/21 15:39:13] openrec INFO: epoch: [7/100], global_step: 9980, lr: 0.000499, loss: 0.958640, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.29470 s, avg_samples: 99.0, ips: 335.93591 samples/s, eta: 14:19:19 +[2025/07/21 15:39:15] openrec INFO: epoch: [7/100], global_step: 9990, lr: 0.000499, loss: 0.935487, avg_reader_cost: 0.00609 s, avg_batch_cost: 0.29158 s, avg_samples: 104.2, ips: 357.36116 samples/s, eta: 14:19:02 +[2025/07/21 15:39:18] openrec INFO: epoch: [7/100], global_step: 10000, lr: 0.000499, loss: 0.800818, avg_reader_cost: 0.00609 s, avg_batch_cost: 0.29633 s, avg_samples: 93.3, ips: 314.85566 samples/s, eta: 14:18:46 +[2025/07/21 15:40:46] openrec INFO: cur metric, acc: 0.6794613957390155, norm_edit_dis: 0.832083054367723, num_samples: 63646, fps: 1326.0092129566774 +[2025/07/21 15:40:47] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 15:40:47] openrec INFO: best metric, acc: 0.6794613957390155, norm_edit_dis: 0.832083054367723, num_samples: 63646, fps: 1326.0092129566774, best_epoch: 7 +[2025/07/21 15:40:47] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/iter_latest.pth +[2025/07/21 15:40:50] openrec INFO: epoch: [7/100], global_step: 10010, lr: 0.000499, loss: 0.841486, avg_reader_cost: 8.88532 s, avg_batch_cost: 9.16772 s, avg_samples: 91.7, ips: 10.00249 samples/s, eta: 14:38:14 +[2025/07/21 15:40:53] openrec INFO: epoch: [7/100], global_step: 10020, lr: 0.000499, loss: 0.950904, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29273 s, avg_samples: 104.0, ips: 355.28129 samples/s, eta: 14:37:57 +[2025/07/21 15:40:56] openrec INFO: epoch: [7/100], global_step: 10030, lr: 0.000499, loss: 1.010445, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.28545 s, avg_samples: 100.2, ips: 351.02539 samples/s, eta: 14:37:39 +[2025/07/21 15:40:59] openrec INFO: epoch: [7/100], global_step: 10040, lr: 0.000499, loss: 0.986140, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29048 s, avg_samples: 94.4, ips: 324.98093 samples/s, eta: 14:37:21 +[2025/07/21 15:41:02] openrec INFO: epoch: [7/100], global_step: 10050, lr: 0.000499, loss: 0.941070, avg_reader_cost: 0.00533 s, avg_batch_cost: 0.29001 s, avg_samples: 88.3, ips: 304.47406 samples/s, eta: 14:37:03 +[2025/07/21 15:41:02] openrec INFO: epoch: [7/100], global_step: 10052, lr: 0.000499, loss: 0.911382, avg_reader_cost: 0.00115 s, avg_batch_cost: 0.05794 s, avg_samples: 25.6, ips: 441.84615 samples/s, eta: 14:36:59 +[2025/07/21 15:42:31] openrec INFO: cur metric, acc: 0.6809854506676012, norm_edit_dis: 0.8368636308453475, num_samples: 63646, fps: 1313.9114352094332 +[2025/07/21 15:42:32] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 15:42:32] openrec INFO: best metric, acc: 0.6809854506676012, norm_edit_dis: 0.8368636308453475, num_samples: 63646, fps: 1313.9114352094332, best_epoch: 7 +[2025/07/21 15:42:35] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 15:42:38] openrec INFO: epoch: [8/100], global_step: 10060, lr: 0.000499, loss: 0.827846, avg_reader_cost: 9.30476 s, avg_batch_cost: 9.53317 s, avg_samples: 77.2, ips: 8.09804 samples/s, eta: 14:57:20 +[2025/07/21 15:42:41] openrec INFO: epoch: [8/100], global_step: 10070, lr: 0.000499, loss: 0.871896, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.29393 s, avg_samples: 96.0, ips: 326.60792 samples/s, eta: 14:57:01 +[2025/07/21 15:42:44] openrec INFO: epoch: [8/100], global_step: 10080, lr: 0.000499, loss: 0.888027, avg_reader_cost: 0.00617 s, avg_batch_cost: 0.28537 s, avg_samples: 95.5, ips: 334.64986 samples/s, eta: 14:56:42 +[2025/07/21 15:42:46] openrec INFO: epoch: [8/100], global_step: 10090, lr: 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14:55:09 +[2025/07/21 15:43:01] openrec INFO: epoch: [8/100], global_step: 10140, lr: 0.000499, loss: 0.912416, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.28895 s, avg_samples: 97.2, ips: 336.39156 samples/s, eta: 14:54:50 +[2025/07/21 15:43:04] openrec INFO: epoch: [8/100], global_step: 10150, lr: 0.000499, loss: 0.820706, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.29278 s, avg_samples: 84.4, ips: 288.26801 samples/s, eta: 14:54:31 +[2025/07/21 15:43:07] openrec INFO: epoch: [8/100], global_step: 10160, lr: 0.000499, loss: 0.790374, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.28997 s, avg_samples: 89.7, ips: 309.34006 samples/s, eta: 14:54:12 +[2025/07/21 15:43:10] openrec INFO: epoch: [8/100], global_step: 10170, lr: 0.000499, loss: 0.857602, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.28770 s, avg_samples: 95.0, ips: 330.20594 samples/s, eta: 14:53:53 +[2025/07/21 15:43:13] openrec INFO: epoch: [8/100], global_step: 10180, lr: 0.000499, loss: 0.950020, avg_reader_cost: 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+[2025/07/21 15:51:09] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 15:51:10] openrec INFO: epoch: [9/100], global_step: 11490, lr: 0.000499, loss: 0.895001, avg_reader_cost: 9.21501 s, avg_batch_cost: 9.26946 s, avg_samples: 17.5, ips: 1.88792 samples/s, eta: 14:34:58 +[2025/07/21 15:51:13] openrec INFO: epoch: [9/100], global_step: 11500, lr: 0.000499, loss: 0.918440, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.30214 s, avg_samples: 93.0, ips: 307.80181 samples/s, eta: 14:34:43 +[2025/07/21 15:51:16] openrec INFO: epoch: [9/100], global_step: 11510, lr: 0.000499, loss: 0.885950, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.29298 s, avg_samples: 101.9, ips: 347.80494 samples/s, eta: 14:34:27 +[2025/07/21 15:51:19] openrec INFO: epoch: [9/100], global_step: 11520, lr: 0.000499, loss: 0.797282, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.28838 s, avg_samples: 102.8, ips: 356.47952 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+[2025/07/21 15:52:55] openrec INFO: epoch: [9/100], global_step: 11850, lr: 0.000499, loss: 0.795856, avg_reader_cost: 0.00556 s, avg_batch_cost: 0.28954 s, avg_samples: 84.5, ips: 291.84381 samples/s, eta: 14:25:27 +[2025/07/21 15:52:58] openrec INFO: epoch: [9/100], global_step: 11860, lr: 0.000499, loss: 0.859665, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.29170 s, avg_samples: 94.3, ips: 323.27511 samples/s, eta: 14:25:12 +[2025/07/21 15:53:01] openrec INFO: epoch: [9/100], global_step: 11870, lr: 0.000499, loss: 0.818621, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29221 s, avg_samples: 99.8, ips: 341.53115 samples/s, eta: 14:24:56 +[2025/07/21 15:53:04] openrec INFO: epoch: [9/100], global_step: 11880, lr: 0.000499, loss: 0.722517, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.28928 s, avg_samples: 95.0, ips: 328.39883 samples/s, eta: 14:24:41 +[2025/07/21 15:53:07] openrec INFO: epoch: [9/100], global_step: 11890, lr: 0.000499, loss: 0.784227, avg_reader_cost: 0.00598 s, 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+[2025/07/21 15:55:52] openrec INFO: epoch: [9/100], global_step: 12150, lr: 0.000498, loss: 0.840769, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29398 s, avg_samples: 94.3, ips: 320.76811 samples/s, eta: 14:33:56 +[2025/07/21 15:55:55] openrec INFO: epoch: [9/100], global_step: 12160, lr: 0.000498, loss: 0.826403, avg_reader_cost: 0.00612 s, avg_batch_cost: 0.29647 s, avg_samples: 94.7, ips: 319.42830 samples/s, eta: 14:33:41 +[2025/07/21 15:55:58] openrec INFO: epoch: [9/100], global_step: 12170, lr: 0.000498, loss: 0.861555, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29207 s, avg_samples: 78.6, ips: 269.11457 samples/s, eta: 14:33:26 +[2025/07/21 15:56:01] openrec INFO: epoch: [9/100], global_step: 12180, lr: 0.000498, loss: 0.838792, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.29408 s, avg_samples: 91.7, ips: 311.82004 samples/s, eta: 14:33:10 +[2025/07/21 15:56:04] openrec INFO: epoch: [9/100], global_step: 12190, lr: 0.000498, loss: 0.811355, avg_reader_cost: 0.00590 s, 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14:14:57 +[2025/07/21 15:59:39] openrec INFO: epoch: [9/100], global_step: 12924, lr: 0.000498, loss: 0.760636, avg_reader_cost: 0.00244 s, avg_batch_cost: 0.11653 s, avg_samples: 35.0, ips: 300.36397 samples/s, eta: 14:14:51 +[2025/07/21 16:01:09] openrec INFO: cur metric, acc: 0.7127235017577344, norm_edit_dis: 0.8517205136997655, num_samples: 63646, fps: 1304.5675793259024 +[2025/07/21 16:01:09] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 16:01:09] openrec INFO: best metric, acc: 0.7127235017577344, norm_edit_dis: 0.8517205136997655, num_samples: 63646, fps: 1304.5675793259024, best_epoch: 9 +[2025/07/21 16:01:12] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 16:01:14] openrec INFO: epoch: [10/100], global_step: 12930, lr: 0.000498, loss: 0.716076, avg_reader_cost: 9.37144 s, 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[10/100], global_step: 12980, lr: 0.000498, loss: 0.731421, avg_reader_cost: 0.00628 s, avg_batch_cost: 0.28506 s, avg_samples: 93.8, ips: 329.05587 samples/s, eta: 14:29:15 +[2025/07/21 16:01:32] openrec INFO: epoch: [10/100], global_step: 12990, lr: 0.000498, loss: 0.732869, avg_reader_cost: 0.00640 s, avg_batch_cost: 0.28799 s, avg_samples: 103.3, ips: 358.69491 samples/s, eta: 14:29:00 +[2025/07/21 16:01:35] openrec INFO: epoch: [10/100], global_step: 13000, lr: 0.000498, loss: 0.780370, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.28645 s, avg_samples: 87.9, ips: 306.86011 samples/s, eta: 14:28:44 +[2025/07/21 16:01:38] openrec INFO: epoch: [10/100], global_step: 13010, lr: 0.000498, loss: 0.716177, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29099 s, avg_samples: 94.7, ips: 325.43848 samples/s, eta: 14:28:29 +[2025/07/21 16:01:41] openrec INFO: epoch: [10/100], global_step: 13020, lr: 0.000498, loss: 0.752528, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.28726 s, avg_samples: 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+[2025/07/21 16:04:10] openrec INFO: epoch: [10/100], global_step: 13530, lr: 0.000497, loss: 0.723134, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.28911 s, avg_samples: 84.0, ips: 290.55004 samples/s, eta: 14:16:04 +[2025/07/21 16:04:13] openrec INFO: epoch: [10/100], global_step: 13540, lr: 0.000497, loss: 0.667289, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.28924 s, avg_samples: 99.9, ips: 345.38233 samples/s, eta: 14:15:50 +[2025/07/21 16:04:16] openrec INFO: epoch: [10/100], global_step: 13550, lr: 0.000497, loss: 0.777146, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.28278 s, avg_samples: 94.7, ips: 334.88694 samples/s, eta: 14:15:35 +[2025/07/21 16:04:19] openrec INFO: epoch: [10/100], global_step: 13560, lr: 0.000497, loss: 0.762251, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29863 s, avg_samples: 85.7, ips: 286.98182 samples/s, eta: 14:15:22 +[2025/07/21 16:04:22] openrec INFO: epoch: [10/100], global_step: 13570, lr: 0.000497, loss: 0.773349, avg_reader_cost: 0.01356 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+[2025/07/21 16:05:44] openrec INFO: epoch: [10/100], global_step: 13850, lr: 0.000497, loss: 0.862818, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.29110 s, avg_samples: 103.6, ips: 355.88608 samples/s, eta: 14:08:52 +[2025/07/21 16:05:47] openrec INFO: epoch: [10/100], global_step: 13860, lr: 0.000497, loss: 0.850609, avg_reader_cost: 0.00627 s, avg_batch_cost: 0.29660 s, avg_samples: 90.7, ips: 305.79762 samples/s, eta: 14:08:39 +[2025/07/21 16:05:50] openrec INFO: epoch: [10/100], global_step: 13870, lr: 0.000497, loss: 0.770227, avg_reader_cost: 0.00618 s, avg_batch_cost: 0.29871 s, avg_samples: 110.0, ips: 368.25389 samples/s, eta: 14:08:26 +[2025/07/21 16:05:53] openrec INFO: epoch: [10/100], global_step: 13880, lr: 0.000497, loss: 0.804629, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29734 s, avg_samples: 96.9, ips: 325.89046 samples/s, eta: 14:08:13 +[2025/07/21 16:05:56] openrec INFO: epoch: [10/100], global_step: 13890, lr: 0.000497, loss: 0.804629, avg_reader_cost: 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INFO: epoch: [10/100], global_step: 13940, lr: 0.000497, loss: 0.787782, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.28794 s, avg_samples: 87.0, ips: 302.14318 samples/s, eta: 14:06:54 +[2025/07/21 16:06:14] openrec INFO: epoch: [10/100], global_step: 13950, lr: 0.000497, loss: 0.757303, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29348 s, avg_samples: 87.9, ips: 299.50845 samples/s, eta: 14:06:40 +[2025/07/21 16:06:17] openrec INFO: epoch: [10/100], global_step: 13960, lr: 0.000497, loss: 0.716734, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.28772 s, avg_samples: 90.4, ips: 314.19088 samples/s, eta: 14:06:27 +[2025/07/21 16:06:20] openrec INFO: epoch: [10/100], global_step: 13970, lr: 0.000497, loss: 0.700414, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29670 s, avg_samples: 95.9, ips: 323.22185 samples/s, eta: 14:06:14 +[2025/07/21 16:06:23] openrec INFO: epoch: [10/100], global_step: 13980, lr: 0.000497, loss: 0.706736, avg_reader_cost: 0.01045 s, avg_batch_cost: 0.29905 s, avg_samples: 100.2, ips: 335.05806 samples/s, eta: 14:06:02 +[2025/07/21 16:06:26] openrec INFO: epoch: [10/100], global_step: 13990, lr: 0.000497, loss: 0.691542, avg_reader_cost: 0.00608 s, avg_batch_cost: 0.28699 s, avg_samples: 86.1, ips: 300.01075 samples/s, eta: 14:05:48 +[2025/07/21 16:06:28] openrec INFO: epoch: [10/100], global_step: 14000, lr: 0.000497, loss: 0.754930, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.28791 s, avg_samples: 96.4, ips: 334.83167 samples/s, eta: 14:05:35 +[2025/07/21 16:07:56] openrec INFO: cur metric, acc: 0.7182855166517478, norm_edit_dis: 0.8557990982234192, num_samples: 63646, fps: 1325.0107105416191 +[2025/07/21 16:07:57] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 16:07:57] openrec INFO: best metric, acc: 0.7182855166517478, norm_edit_dis: 0.8557990982234192, num_samples: 63646, fps: 1325.0107105416191, best_epoch: 10 +[2025/07/21 16:08:00] 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avg_reader_cost: 0.00600 s, avg_batch_cost: 0.29258 s, avg_samples: 81.4, ips: 278.21364 samples/s, eta: 14:12:47 +[2025/07/21 16:09:21] openrec INFO: epoch: [10/100], global_step: 14290, lr: 0.000497, loss: 0.717977, avg_reader_cost: 0.00623 s, avg_batch_cost: 0.29453 s, avg_samples: 81.0, ips: 275.01344 samples/s, eta: 14:12:34 +[2025/07/21 16:09:24] openrec INFO: epoch: [10/100], global_step: 14300, lr: 0.000497, loss: 0.716433, avg_reader_cost: 0.00638 s, avg_batch_cost: 0.28870 s, avg_samples: 88.0, ips: 304.81284 samples/s, eta: 14:12:21 +[2025/07/21 16:09:27] openrec INFO: epoch: [10/100], global_step: 14310, lr: 0.000497, loss: 0.788950, avg_reader_cost: 0.00610 s, avg_batch_cost: 0.29312 s, avg_samples: 94.3, ips: 321.70802 samples/s, eta: 14:12:07 +[2025/07/21 16:09:30] openrec INFO: epoch: [10/100], global_step: 14320, lr: 0.000497, loss: 0.740958, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.28818 s, avg_samples: 93.4, ips: 324.10152 samples/s, eta: 14:11:54 +[2025/07/21 16:09:33] openrec INFO: epoch: [10/100], global_step: 14330, lr: 0.000497, loss: 0.740473, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.28885 s, avg_samples: 95.2, ips: 329.58729 samples/s, eta: 14:11:40 +[2025/07/21 16:09:36] openrec INFO: epoch: [10/100], global_step: 14340, lr: 0.000497, loss: 0.684810, avg_reader_cost: 0.00551 s, avg_batch_cost: 0.29093 s, avg_samples: 95.6, ips: 328.60038 samples/s, eta: 14:11:27 +[2025/07/21 16:09:39] openrec INFO: epoch: [10/100], global_step: 14350, lr: 0.000497, loss: 0.684810, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29385 s, avg_samples: 94.3, ips: 320.91639 samples/s, eta: 14:11:14 +[2025/07/21 16:09:42] openrec INFO: epoch: [10/100], global_step: 14360, lr: 0.000497, loss: 0.810995, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29119 s, avg_samples: 104.5, ips: 358.87494 samples/s, eta: 14:11:01 +[2025/07/21 16:11:11] openrec INFO: cur metric, acc: 0.7219463908616494, norm_edit_dis: 0.857042326155973, num_samples: 63646, fps: 1315.2199260140278 +[2025/07/21 16:11:11] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 16:11:11] openrec INFO: best metric, acc: 0.7219463908616494, norm_edit_dis: 0.857042326155973, num_samples: 63646, fps: 1315.2199260140278, best_epoch: 10 +[2025/07/21 16:11:14] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 16:11:17] openrec INFO: epoch: [11/100], global_step: 14370, lr: 0.000497, loss: 0.785278, avg_reader_cost: 9.26811 s, avg_batch_cost: 9.55285 s, avg_samples: 107.8, ips: 11.28459 samples/s, eta: 14:24:40 +[2025/07/21 16:11:20] openrec INFO: epoch: [11/100], global_step: 14380, lr: 0.000497, loss: 0.720534, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.30264 s, avg_samples: 95.5, ips: 315.55953 samples/s, eta: 14:24:27 +[2025/07/21 16:11:23] openrec INFO: epoch: [11/100], global_step: 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+[2025/07/21 16:12:04] openrec INFO: epoch: [11/100], global_step: 14530, lr: 0.000496, loss: 0.708873, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.29312 s, avg_samples: 92.6, ips: 315.91686 samples/s, eta: 14:21:00 +[2025/07/21 16:12:07] openrec INFO: epoch: [11/100], global_step: 14540, lr: 0.000496, loss: 0.700360, avg_reader_cost: 0.00563 s, avg_batch_cost: 0.29609 s, avg_samples: 86.2, ips: 291.12481 samples/s, eta: 14:20:46 +[2025/07/21 16:12:10] openrec INFO: epoch: [11/100], global_step: 14550, lr: 0.000496, loss: 0.770919, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29058 s, avg_samples: 95.2, ips: 327.61529 samples/s, eta: 14:20:33 +[2025/07/21 16:12:13] openrec INFO: epoch: [11/100], global_step: 14560, lr: 0.000496, loss: 0.734398, avg_reader_cost: 0.00561 s, avg_batch_cost: 0.29277 s, avg_samples: 91.7, ips: 313.21321 samples/s, eta: 14:20:19 +[2025/07/21 16:12:16] openrec INFO: epoch: [11/100], global_step: 14570, lr: 0.000496, loss: 0.624935, avg_reader_cost: 0.00583 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epoch: [11/100], global_step: 14620, lr: 0.000496, loss: 0.761295, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29412 s, avg_samples: 75.1, ips: 255.33694 samples/s, eta: 14:18:59 +[2025/07/21 16:12:34] openrec INFO: epoch: [11/100], global_step: 14630, lr: 0.000496, loss: 0.744738, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.28986 s, avg_samples: 100.2, ips: 345.68966 samples/s, eta: 14:18:45 +[2025/07/21 16:12:37] openrec INFO: epoch: [11/100], global_step: 14640, lr: 0.000496, loss: 0.742786, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.28989 s, avg_samples: 97.3, ips: 335.64428 samples/s, eta: 14:18:32 +[2025/07/21 16:12:40] openrec INFO: epoch: [11/100], global_step: 14650, lr: 0.000496, loss: 0.735858, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.28739 s, avg_samples: 102.4, ips: 356.31374 samples/s, eta: 14:18:18 +[2025/07/21 16:12:42] openrec INFO: epoch: [11/100], global_step: 14660, lr: 0.000496, loss: 0.701747, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.29204 s, 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+[2025/07/21 16:13:38] openrec INFO: epoch: [11/100], global_step: 14850, lr: 0.000496, loss: 0.743717, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29564 s, avg_samples: 112.6, ips: 380.86332 samples/s, eta: 14:13:52 +[2025/07/21 16:13:41] openrec INFO: epoch: [11/100], global_step: 14860, lr: 0.000496, loss: 0.725469, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29759 s, avg_samples: 73.4, ips: 246.64539 samples/s, eta: 14:13:39 +[2025/07/21 16:13:44] openrec INFO: epoch: [11/100], global_step: 14870, lr: 0.000496, loss: 0.602456, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.29760 s, avg_samples: 107.8, ips: 362.23065 samples/s, eta: 14:13:27 +[2025/07/21 16:13:47] openrec INFO: epoch: [11/100], global_step: 14880, lr: 0.000496, loss: 0.617044, avg_reader_cost: 0.00611 s, avg_batch_cost: 0.29130 s, avg_samples: 77.7, ips: 266.73368 samples/s, eta: 14:13:14 +[2025/07/21 16:13:50] openrec INFO: epoch: [11/100], global_step: 14890, lr: 0.000496, loss: 0.647194, avg_reader_cost: 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epoch: [11/100], global_step: 15670, lr: 0.000495, loss: 0.678240, avg_reader_cost: 0.00615 s, avg_batch_cost: 0.29263 s, avg_samples: 94.7, ips: 323.62072 samples/s, eta: 13:56:31 +[2025/07/21 16:17:41] openrec INFO: epoch: [11/100], global_step: 15680, lr: 0.000495, loss: 0.812500, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.29715 s, avg_samples: 115.2, ips: 387.67662 samples/s, eta: 13:56:19 +[2025/07/21 16:17:44] openrec INFO: epoch: [11/100], global_step: 15690, lr: 0.000495, loss: 0.799672, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.28515 s, avg_samples: 90.1, ips: 315.97753 samples/s, eta: 13:56:06 +[2025/07/21 16:17:47] openrec INFO: epoch: [11/100], global_step: 15700, lr: 0.000495, loss: 0.648717, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.29606 s, avg_samples: 91.8, ips: 310.07172 samples/s, eta: 13:55:55 +[2025/07/21 16:17:50] openrec INFO: epoch: [11/100], global_step: 15710, lr: 0.000495, loss: 0.683042, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.28772 s, avg_samples: 97.6, ips: 339.22171 samples/s, eta: 13:55:42 +[2025/07/21 16:17:53] openrec INFO: epoch: [11/100], global_step: 15720, lr: 0.000495, loss: 0.799141, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29097 s, avg_samples: 91.7, ips: 315.15629 samples/s, eta: 13:55:30 +[2025/07/21 16:17:56] openrec INFO: epoch: [11/100], global_step: 15730, lr: 0.000495, loss: 0.831208, avg_reader_cost: 0.00641 s, avg_batch_cost: 0.29370 s, avg_samples: 96.9, ips: 329.93064 samples/s, eta: 13:55:18 +[2025/07/21 16:17:59] openrec INFO: epoch: [11/100], global_step: 15740, lr: 0.000495, loss: 0.723979, avg_reader_cost: 0.00608 s, avg_batch_cost: 0.29700 s, avg_samples: 106.2, ips: 357.58175 samples/s, eta: 13:55:07 +[2025/07/21 16:18:02] openrec INFO: epoch: [11/100], global_step: 15750, lr: 0.000495, loss: 0.700916, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.29688 s, avg_samples: 101.6, ips: 342.22292 samples/s, eta: 13:54:55 +[2025/07/21 16:18:05] openrec INFO: epoch: [11/100], global_step: 15760, lr: 0.000495, loss: 0.632509, avg_reader_cost: 0.00678 s, avg_batch_cost: 0.29505 s, avg_samples: 87.4, ips: 296.21806 samples/s, eta: 13:54:43 +[2025/07/21 16:18:08] openrec INFO: epoch: [11/100], global_step: 15770, lr: 0.000495, loss: 0.684610, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.31855 s, avg_samples: 87.1, ips: 273.42928 samples/s, eta: 13:54:33 +[2025/07/21 16:18:11] openrec INFO: epoch: [11/100], global_step: 15780, lr: 0.000495, loss: 0.745951, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.29712 s, avg_samples: 90.5, ips: 304.59001 samples/s, eta: 13:54:22 +[2025/07/21 16:18:14] openrec INFO: epoch: [11/100], global_step: 15790, lr: 0.000495, loss: 0.757336, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29721 s, avg_samples: 88.8, ips: 298.78159 samples/s, eta: 13:54:10 +[2025/07/21 16:18:16] openrec INFO: epoch: [11/100], global_step: 15796, lr: 0.000495, loss: 0.713279, avg_reader_cost: 0.00339 s, avg_batch_cost: 0.17148 s, avg_samples: 47.8, ips: 278.75663 samples/s, eta: 13:54:03 +[2025/07/21 16:19:45] openrec INFO: cur metric, acc: 0.7394180308677029, norm_edit_dis: 0.8710298209114458, num_samples: 63646, fps: 1310.1635764871544 +[2025/07/21 16:19:46] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 16:19:46] openrec INFO: best metric, acc: 0.7394180308677029, norm_edit_dis: 0.8710298209114458, num_samples: 63646, fps: 1310.1635764871544, best_epoch: 11 +[2025/07/21 16:19:48] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 16:19:49] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_11.pth +[2025/07/21 16:19:51] openrec INFO: epoch: [12/100], global_step: 15800, lr: 0.000495, loss: 0.750381, avg_reader_cost: 9.38396 s, avg_batch_cost: 9.49794 s, avg_samples: 38.4, ips: 4.04298 samples/s, eta: 14:06:37 +[2025/07/21 16:19:54] openrec INFO: epoch: [12/100], global_step: 15810, lr: 0.000495, loss: 0.689666, avg_reader_cost: 0.00551 s, avg_batch_cost: 0.29012 s, avg_samples: 85.3, ips: 294.01479 samples/s, eta: 14:06:24 +[2025/07/21 16:19:56] openrec INFO: epoch: [12/100], global_step: 15820, lr: 0.000495, loss: 0.639940, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.28980 s, avg_samples: 111.5, ips: 384.74674 samples/s, eta: 14:06:11 +[2025/07/21 16:19:59] openrec INFO: epoch: [12/100], global_step: 15830, lr: 0.000495, loss: 0.590296, avg_reader_cost: 0.00617 s, avg_batch_cost: 0.28589 s, avg_samples: 96.0, ips: 335.79751 samples/s, eta: 14:05:58 +[2025/07/21 16:20:02] openrec INFO: epoch: [12/100], global_step: 15840, lr: 0.000495, loss: 0.653980, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.28488 s, avg_samples: 104.0, ips: 365.07061 samples/s, eta: 14:05:45 +[2025/07/21 16:20:05] openrec INFO: epoch: [12/100], global_step: 15850, lr: 0.000495, loss: 0.632395, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.28783 s, avg_samples: 81.4, ips: 282.80665 samples/s, eta: 14:05:33 +[2025/07/21 16:20:08] openrec INFO: epoch: [12/100], global_step: 15860, lr: 0.000495, loss: 0.650791, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.29113 s, avg_samples: 118.2, ips: 406.00769 samples/s, eta: 14:05:20 +[2025/07/21 16:20:11] openrec INFO: epoch: [12/100], global_step: 15870, lr: 0.000495, loss: 0.650791, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.29054 s, avg_samples: 102.8, ips: 353.82745 samples/s, eta: 14:05:08 +[2025/07/21 16:20:14] openrec INFO: epoch: [12/100], global_step: 15880, lr: 0.000495, loss: 0.700758, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.28913 s, avg_samples: 90.0, ips: 311.27800 samples/s, eta: 14:04:55 +[2025/07/21 16:20:17] openrec INFO: epoch: [12/100], global_step: 15890, lr: 0.000495, loss: 0.707601, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.30304 s, avg_samples: 97.3, ips: 321.08187 samples/s, eta: 14:04:43 +[2025/07/21 16:20:20] openrec INFO: epoch: [12/100], global_step: 15900, lr: 0.000495, loss: 0.686009, avg_reader_cost: 0.00608 s, avg_batch_cost: 0.29657 s, avg_samples: 97.8, ips: 329.77137 samples/s, eta: 14:04:31 +[2025/07/21 16:20:23] openrec INFO: epoch: [12/100], global_step: 15910, lr: 0.000495, loss: 0.741587, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29272 s, avg_samples: 95.5, ips: 326.25567 samples/s, eta: 14:04:19 +[2025/07/21 16:20:26] openrec INFO: epoch: [12/100], global_step: 15920, lr: 0.000495, loss: 0.716244, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29216 s, avg_samples: 104.5, ips: 357.67913 samples/s, eta: 14:04:07 +[2025/07/21 16:20:29] openrec INFO: epoch: [12/100], global_step: 15930, lr: 0.000495, loss: 0.661836, avg_reader_cost: 0.00563 s, avg_batch_cost: 0.28871 s, avg_samples: 93.8, ips: 324.89331 samples/s, eta: 14:03:54 +[2025/07/21 16:20:32] openrec INFO: epoch: [12/100], global_step: 15940, lr: 0.000495, loss: 0.687626, avg_reader_cost: 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INFO: epoch: [12/100], global_step: 15990, lr: 0.000495, loss: 0.727810, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.29311 s, avg_samples: 98.1, ips: 334.68921 samples/s, eta: 14:02:40 +[2025/07/21 16:20:49] openrec INFO: epoch: [12/100], global_step: 16000, lr: 0.000495, loss: 0.657282, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.28874 s, avg_samples: 105.7, ips: 366.07399 samples/s, eta: 14:02:28 +[2025/07/21 16:22:17] openrec INFO: cur metric, acc: 0.7364170567299725, norm_edit_dis: 0.8688092730222855, num_samples: 63646, fps: 1327.7327360860525 +[2025/07/21 16:22:17] openrec INFO: best metric, acc: 0.7394180308677029, norm_edit_dis: 0.8710298209114458, num_samples: 63646, fps: 1310.1635764871544, best_epoch: 11 +[2025/07/21 16:22:20] openrec INFO: epoch: [12/100], global_step: 16010, lr: 0.000495, loss: 0.655854, avg_reader_cost: 8.75429 s, avg_batch_cost: 9.03666 s, avg_samples: 102.4, ips: 11.33163 samples/s, eta: 14:13:52 +[2025/07/21 16:22:22] openrec INFO: epoch: [12/100], global_step: 16020, lr: 0.000495, loss: 0.702462, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.28738 s, avg_samples: 91.7, ips: 319.08616 samples/s, eta: 14:13:39 +[2025/07/21 16:22:25] openrec INFO: epoch: [12/100], global_step: 16030, lr: 0.000495, loss: 0.697928, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.28884 s, avg_samples: 87.9, ips: 304.31949 samples/s, eta: 14:13:26 +[2025/07/21 16:22:28] openrec INFO: epoch: [12/100], global_step: 16040, lr: 0.000495, loss: 0.651584, avg_reader_cost: 0.00606 s, avg_batch_cost: 0.28806 s, avg_samples: 99.0, ips: 343.67638 samples/s, eta: 14:13:13 +[2025/07/21 16:22:31] openrec INFO: epoch: [12/100], global_step: 16050, lr: 0.000495, loss: 0.694258, avg_reader_cost: 0.00612 s, avg_batch_cost: 0.28839 s, avg_samples: 89.1, ips: 308.95660 samples/s, eta: 14:13:00 +[2025/07/21 16:22:34] openrec INFO: epoch: [12/100], global_step: 16060, lr: 0.000495, loss: 0.694258, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.28928 s, avg_samples: 102.8, ips: 355.36937 samples/s, eta: 14:12:47 +[2025/07/21 16:22:37] openrec INFO: epoch: [12/100], global_step: 16070, lr: 0.000495, loss: 0.698013, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28754 s, avg_samples: 103.1, ips: 358.55910 samples/s, eta: 14:12:34 +[2025/07/21 16:22:40] openrec INFO: epoch: [12/100], global_step: 16080, lr: 0.000495, loss: 0.728848, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.28901 s, avg_samples: 106.3, ips: 367.80294 samples/s, eta: 14:12:21 +[2025/07/21 16:22:43] openrec INFO: epoch: [12/100], global_step: 16090, lr: 0.000495, loss: 0.623994, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.28486 s, avg_samples: 99.9, ips: 350.70244 samples/s, eta: 14:12:08 +[2025/07/21 16:22:46] openrec INFO: epoch: [12/100], global_step: 16100, lr: 0.000495, loss: 0.712936, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.28965 s, avg_samples: 81.0, ips: 279.65040 samples/s, eta: 14:11:55 +[2025/07/21 16:22:49] openrec INFO: epoch: [12/100], global_step: 16110, lr: 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eta: 14:10:52 +[2025/07/21 16:23:03] openrec INFO: epoch: [12/100], global_step: 16160, lr: 0.000495, loss: 0.571106, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.29480 s, avg_samples: 93.8, ips: 318.18676 samples/s, eta: 14:10:40 +[2025/07/21 16:23:06] openrec INFO: epoch: [12/100], global_step: 16170, lr: 0.000495, loss: 0.790172, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.28925 s, avg_samples: 87.0, ips: 300.77781 samples/s, eta: 14:10:27 +[2025/07/21 16:23:09] openrec INFO: epoch: [12/100], global_step: 16180, lr: 0.000495, loss: 0.785698, avg_reader_cost: 0.00619 s, avg_batch_cost: 0.29103 s, avg_samples: 95.9, ips: 329.52142 samples/s, eta: 14:10:14 +[2025/07/21 16:23:12] openrec INFO: epoch: [12/100], global_step: 16190, lr: 0.000495, loss: 0.731006, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.28838 s, avg_samples: 104.5, ips: 362.37119 samples/s, eta: 14:10:02 +[2025/07/21 16:23:15] openrec INFO: epoch: [12/100], global_step: 16200, lr: 0.000495, loss: 0.749252, 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avg_batch_cost: 0.29374 s, avg_samples: 101.9, ips: 346.90561 samples/s, eta: 13:53:18 +[2025/07/21 16:27:18] openrec INFO: epoch: [12/100], global_step: 17030, lr: 0.000494, loss: 0.716020, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.29528 s, avg_samples: 81.9, ips: 277.36712 samples/s, eta: 13:53:06 +[2025/07/21 16:27:21] openrec INFO: epoch: [12/100], global_step: 17040, lr: 0.000494, loss: 0.735864, avg_reader_cost: 0.00628 s, avg_batch_cost: 0.29037 s, avg_samples: 115.6, ips: 398.10728 samples/s, eta: 13:52:55 +[2025/07/21 16:27:24] openrec INFO: epoch: [12/100], global_step: 17050, lr: 0.000494, loss: 0.708169, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29026 s, avg_samples: 109.2, ips: 376.21359 samples/s, eta: 13:52:43 +[2025/07/21 16:27:27] openrec INFO: epoch: [12/100], global_step: 17060, lr: 0.000494, loss: 0.660477, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.28735 s, avg_samples: 86.2, ips: 299.98752 samples/s, eta: 13:52:31 +[2025/07/21 16:27:30] openrec INFO: epoch: [12/100], global_step: 17070, lr: 0.000494, loss: 0.621784, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28952 s, avg_samples: 102.3, ips: 353.34739 samples/s, eta: 13:52:19 +[2025/07/21 16:27:33] openrec INFO: epoch: [12/100], global_step: 17080, lr: 0.000494, loss: 0.637691, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29122 s, avg_samples: 85.7, ips: 294.28293 samples/s, eta: 13:52:08 +[2025/07/21 16:27:36] openrec INFO: epoch: [12/100], global_step: 17090, lr: 0.000494, loss: 0.668697, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29282 s, avg_samples: 105.4, ips: 359.94484 samples/s, eta: 13:51:56 +[2025/07/21 16:27:39] openrec INFO: epoch: [12/100], global_step: 17100, lr: 0.000494, loss: 0.655716, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29180 s, avg_samples: 75.2, ips: 257.71344 samples/s, eta: 13:51:45 +[2025/07/21 16:27:42] openrec INFO: epoch: [12/100], global_step: 17110, lr: 0.000494, loss: 0.674822, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.28597 s, avg_samples: 88.3, ips: 308.77216 samples/s, eta: 13:51:33 +[2025/07/21 16:27:44] openrec INFO: epoch: [12/100], global_step: 17120, lr: 0.000493, loss: 0.752696, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.29105 s, avg_samples: 84.1, ips: 288.95624 samples/s, eta: 13:51:21 +[2025/07/21 16:27:47] openrec INFO: epoch: [12/100], global_step: 17130, lr: 0.000493, loss: 0.795316, avg_reader_cost: 0.00597 s, avg_batch_cost: 0.28429 s, avg_samples: 110.4, ips: 388.33604 samples/s, eta: 13:51:09 +[2025/07/21 16:27:50] openrec INFO: epoch: [12/100], global_step: 17140, lr: 0.000493, loss: 0.810336, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29536 s, avg_samples: 103.3, ips: 349.74439 samples/s, eta: 13:50:58 +[2025/07/21 16:27:53] openrec INFO: epoch: [12/100], global_step: 17150, lr: 0.000493, loss: 0.963723, avg_reader_cost: 0.00612 s, avg_batch_cost: 0.29260 s, avg_samples: 105.4, ips: 360.21854 samples/s, eta: 13:50:46 +[2025/07/21 16:27:56] openrec INFO: epoch: [12/100], global_step: 17160, lr: 0.000493, loss: 0.700935, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.29304 s, avg_samples: 102.3, ips: 349.10363 samples/s, eta: 13:50:35 +[2025/07/21 16:27:59] openrec INFO: epoch: [12/100], global_step: 17170, lr: 0.000493, loss: 0.721927, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.29095 s, avg_samples: 80.6, ips: 277.02474 samples/s, eta: 13:50:24 +[2025/07/21 16:28:02] openrec INFO: epoch: [12/100], global_step: 17180, lr: 0.000493, loss: 0.763012, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28881 s, avg_samples: 85.0, ips: 294.30833 samples/s, eta: 13:50:12 +[2025/07/21 16:28:05] openrec INFO: epoch: [12/100], global_step: 17190, lr: 0.000493, loss: 0.755251, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.28636 s, avg_samples: 75.8, ips: 264.70043 samples/s, eta: 13:50:00 +[2025/07/21 16:28:08] openrec INFO: epoch: [12/100], global_step: 17200, lr: 0.000493, loss: 0.764034, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29007 s, avg_samples: 99.0, ips: 341.29341 samples/s, eta: 13:49:48 +[2025/07/21 16:28:11] openrec INFO: epoch: [12/100], global_step: 17210, lr: 0.000493, loss: 0.740367, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.29402 s, avg_samples: 80.1, ips: 272.43497 samples/s, eta: 13:49:37 +[2025/07/21 16:28:14] openrec INFO: epoch: [12/100], global_step: 17220, lr: 0.000493, loss: 0.690387, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28304 s, avg_samples: 113.0, ips: 399.23276 samples/s, eta: 13:49:25 +[2025/07/21 16:28:17] openrec INFO: epoch: [12/100], global_step: 17230, lr: 0.000493, loss: 0.669018, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29715 s, avg_samples: 89.1, ips: 299.84612 samples/s, eta: 13:49:14 +[2025/07/21 16:28:17] openrec INFO: epoch: [12/100], global_step: 17232, lr: 0.000493, loss: 0.698436, avg_reader_cost: 0.00112 s, avg_batch_cost: 0.05713 s, avg_samples: 21.3, ips: 372.85830 samples/s, eta: 13:49:12 +[2025/07/21 16:29:45] openrec INFO: cur metric, acc: 0.7357885804707619, norm_edit_dis: 0.8667347188822876, num_samples: 63646, fps: 1320.8177963874766 +[2025/07/21 16:29:45] openrec INFO: best metric, acc: 0.7394180308677029, norm_edit_dis: 0.8710298209114458, num_samples: 63646, fps: 1310.1635764871544, best_epoch: 11 +[2025/07/21 16:29:47] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 16:29:48] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_12.pth +[2025/07/21 16:29:51] openrec INFO: epoch: [13/100], global_step: 17240, lr: 0.000493, loss: 0.720706, avg_reader_cost: 9.16601 s, avg_batch_cost: 9.39457 s, avg_samples: 66.1, ips: 7.03598 samples/s, eta: 14:00:14 +[2025/07/21 16:29:54] openrec INFO: epoch: [13/100], global_step: 17250, lr: 0.000493, loss: 0.641841, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.29030 s, avg_samples: 91.2, ips: 314.15543 samples/s, eta: 14:00:02 +[2025/07/21 16:29:57] openrec INFO: epoch: [13/100], global_step: 17260, lr: 0.000493, loss: 0.644124, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.28724 s, avg_samples: 93.4, ips: 325.16694 samples/s, eta: 13:59:50 +[2025/07/21 16:30:00] openrec INFO: epoch: [13/100], global_step: 17270, lr: 0.000493, loss: 0.675697, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.29285 s, avg_samples: 118.2, ips: 403.61708 samples/s, eta: 13:59:38 +[2025/07/21 16:30:03] openrec INFO: epoch: [13/100], global_step: 17280, lr: 0.000493, loss: 0.682589, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.28584 s, avg_samples: 92.9, ips: 325.00468 samples/s, eta: 13:59:26 +[2025/07/21 16:30:06] openrec INFO: epoch: [13/100], global_step: 17290, lr: 0.000493, loss: 0.734314, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.29281 s, avg_samples: 93.8, ips: 320.34181 samples/s, eta: 13:59:14 +[2025/07/21 16:30:09] openrec INFO: epoch: [13/100], global_step: 17300, lr: 0.000493, loss: 0.725697, avg_reader_cost: 0.00597 s, 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epoch: [13/100], global_step: 17350, lr: 0.000493, loss: 0.707281, avg_reader_cost: 0.00624 s, avg_batch_cost: 0.29193 s, avg_samples: 93.8, ips: 321.30664 samples/s, eta: 13:58:02 +[2025/07/21 16:30:26] openrec INFO: epoch: [13/100], global_step: 17360, lr: 0.000493, loss: 0.678916, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.28495 s, avg_samples: 87.8, ips: 308.11895 samples/s, eta: 13:57:50 +[2025/07/21 16:30:29] openrec INFO: epoch: [13/100], global_step: 17370, lr: 0.000493, loss: 0.728044, avg_reader_cost: 0.00614 s, avg_batch_cost: 0.29630 s, avg_samples: 102.4, ips: 345.59067 samples/s, eta: 13:57:39 +[2025/07/21 16:30:32] openrec INFO: epoch: [13/100], global_step: 17380, lr: 0.000493, loss: 0.712294, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.29420 s, avg_samples: 90.0, ips: 305.91324 samples/s, eta: 13:57:27 +[2025/07/21 16:30:35] openrec INFO: epoch: [13/100], global_step: 17390, lr: 0.000493, loss: 0.616002, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29351 s, 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+[2025/07/21 16:31:30] openrec INFO: epoch: [13/100], global_step: 17580, lr: 0.000493, loss: 0.650356, avg_reader_cost: 0.00614 s, avg_batch_cost: 0.28809 s, avg_samples: 85.7, ips: 297.47622 samples/s, eta: 13:53:35 +[2025/07/21 16:31:33] openrec INFO: epoch: [13/100], global_step: 17590, lr: 0.000493, loss: 0.708840, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29245 s, avg_samples: 88.3, ips: 301.92922 samples/s, eta: 13:53:23 +[2025/07/21 16:31:36] openrec INFO: epoch: [13/100], global_step: 17600, lr: 0.000493, loss: 0.712627, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.29995 s, avg_samples: 110.9, ips: 369.72346 samples/s, eta: 13:53:12 +[2025/07/21 16:31:39] openrec INFO: epoch: [13/100], global_step: 17610, lr: 0.000493, loss: 0.664597, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.30415 s, avg_samples: 78.1, ips: 256.77698 samples/s, eta: 13:53:02 +[2025/07/21 16:31:42] openrec INFO: epoch: [13/100], global_step: 17620, lr: 0.000493, loss: 0.611773, avg_reader_cost: 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+[2025/07/21 16:33:05] openrec INFO: epoch: [13/100], global_step: 17900, lr: 0.000492, loss: 0.659444, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.29366 s, avg_samples: 106.2, ips: 361.64859 samples/s, eta: 13:47:34 +[2025/07/21 16:33:08] openrec INFO: epoch: [13/100], global_step: 17910, lr: 0.000492, loss: 0.765019, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.29637 s, avg_samples: 100.2, ips: 338.09473 samples/s, eta: 13:47:23 +[2025/07/21 16:33:11] openrec INFO: epoch: [13/100], global_step: 17920, lr: 0.000492, loss: 0.752500, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.29781 s, avg_samples: 81.5, ips: 273.66132 samples/s, eta: 13:47:12 +[2025/07/21 16:33:14] openrec INFO: epoch: [13/100], global_step: 17930, lr: 0.000492, loss: 0.683846, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.28701 s, avg_samples: 95.6, ips: 333.08894 samples/s, eta: 13:47:01 +[2025/07/21 16:33:17] openrec INFO: epoch: [13/100], global_step: 17940, lr: 0.000492, loss: 0.666598, avg_reader_cost: 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openrec INFO: epoch: [13/100], global_step: 17990, lr: 0.000492, loss: 0.602599, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.28799 s, avg_samples: 108.8, ips: 377.78899 samples/s, eta: 13:45:54 +[2025/07/21 16:33:34] openrec INFO: epoch: [13/100], global_step: 18000, lr: 0.000492, loss: 0.640057, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.29234 s, avg_samples: 96.9, ips: 331.46710 samples/s, eta: 13:45:43 +[2025/07/21 16:35:02] openrec INFO: cur metric, acc: 0.7270527604677351, norm_edit_dis: 0.8591293717639572, num_samples: 63646, fps: 1326.2378539076299 +[2025/07/21 16:35:02] openrec INFO: best metric, acc: 0.7394180308677029, norm_edit_dis: 0.8710298209114458, num_samples: 63646, fps: 1310.1635764871544, best_epoch: 11 +[2025/07/21 16:35:04] openrec INFO: epoch: [13/100], global_step: 18010, lr: 0.000492, loss: 0.666547, avg_reader_cost: 8.74540 s, avg_batch_cost: 9.02247 s, avg_samples: 89.1, ips: 9.87535 samples/s, eta: 13:55:41 +[2025/07/21 16:35:07] openrec INFO: epoch: 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+[2025/07/21 16:37:48] openrec INFO: epoch: [13/100], global_step: 18570, lr: 0.000491, loss: 0.789985, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29456 s, avg_samples: 96.1, ips: 326.24913 samples/s, eta: 13:45:11 +[2025/07/21 16:37:51] openrec INFO: epoch: [13/100], global_step: 18580, lr: 0.000491, loss: 0.735564, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29553 s, avg_samples: 76.0, ips: 257.16197 samples/s, eta: 13:45:00 +[2025/07/21 16:37:54] openrec INFO: epoch: [13/100], global_step: 18590, lr: 0.000491, loss: 0.741339, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29320 s, avg_samples: 98.5, ips: 335.94628 samples/s, eta: 13:44:49 +[2025/07/21 16:37:57] openrec INFO: epoch: [13/100], global_step: 18600, lr: 0.000491, loss: 0.795953, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.28502 s, avg_samples: 104.5, ips: 366.63454 samples/s, eta: 13:44:38 +[2025/07/21 16:38:00] openrec INFO: epoch: [13/100], global_step: 18610, lr: 0.000491, loss: 0.901096, avg_reader_cost: 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INFO: epoch: [13/100], global_step: 18660, lr: 0.000491, loss: 0.756236, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29617 s, avg_samples: 95.2, ips: 321.43878 samples/s, eta: 13:43:32 +[2025/07/21 16:38:17] openrec INFO: epoch: [13/100], global_step: 18668, lr: 0.000491, loss: 0.711904, avg_reader_cost: 0.00470 s, avg_batch_cost: 0.22794 s, avg_samples: 70.8, ips: 310.60635 samples/s, eta: 13:43:23 +[2025/07/21 16:39:45] openrec INFO: cur metric, acc: 0.7307607703970774, norm_edit_dis: 0.8634413927859255, num_samples: 63646, fps: 1314.0889776537063 +[2025/07/21 16:39:45] openrec INFO: best metric, acc: 0.7394180308677029, norm_edit_dis: 0.8710298209114458, num_samples: 63646, fps: 1310.1635764871544, best_epoch: 11 +[2025/07/21 16:39:48] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 16:39:48] openrec INFO: save ckpt to 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+[2025/07/21 16:45:09] openrec INFO: epoch: [14/100], global_step: 19760, lr: 0.000490, loss: 0.562586, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29301 s, avg_samples: 90.3, ips: 308.17610 samples/s, eta: 13:33:58 +[2025/07/21 16:45:12] openrec INFO: epoch: [14/100], global_step: 19770, lr: 0.000490, loss: 0.557454, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29305 s, avg_samples: 91.4, ips: 311.88742 samples/s, eta: 13:33:48 +[2025/07/21 16:45:15] openrec INFO: epoch: [14/100], global_step: 19780, lr: 0.000490, loss: 0.560970, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.28947 s, avg_samples: 98.5, ips: 340.27725 samples/s, eta: 13:33:37 +[2025/07/21 16:45:18] openrec INFO: epoch: [14/100], global_step: 19790, lr: 0.000490, loss: 0.564761, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29270 s, avg_samples: 102.8, ips: 351.21370 samples/s, eta: 13:33:27 +[2025/07/21 16:45:21] openrec INFO: epoch: [14/100], global_step: 19800, lr: 0.000490, loss: 0.603316, avg_reader_cost: 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INFO: epoch: [14/100], global_step: 19850, lr: 0.000489, loss: 0.645088, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29510 s, avg_samples: 87.4, ips: 296.16668 samples/s, eta: 13:32:25 +[2025/07/21 16:45:39] openrec INFO: epoch: [14/100], global_step: 19860, lr: 0.000489, loss: 0.589475, avg_reader_cost: 0.00637 s, avg_batch_cost: 0.28842 s, avg_samples: 114.7, ips: 397.69010 samples/s, eta: 13:32:15 +[2025/07/21 16:45:42] openrec INFO: epoch: [14/100], global_step: 19870, lr: 0.000489, loss: 0.594550, avg_reader_cost: 0.00554 s, avg_batch_cost: 0.28735 s, avg_samples: 95.2, ips: 331.29976 samples/s, eta: 13:32:04 +[2025/07/21 16:45:45] openrec INFO: epoch: [14/100], global_step: 19880, lr: 0.000489, loss: 0.621610, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.28833 s, avg_samples: 91.7, ips: 318.03914 samples/s, eta: 13:31:54 +[2025/07/21 16:45:47] openrec INFO: epoch: [14/100], global_step: 19890, lr: 0.000489, loss: 0.642981, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28953 s, 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19940, lr: 0.000489, loss: 0.655333, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.28801 s, avg_samples: 109.2, ips: 379.15077 samples/s, eta: 13:30:52 +[2025/07/21 16:46:05] openrec INFO: epoch: [14/100], global_step: 19950, lr: 0.000489, loss: 0.696089, avg_reader_cost: 0.00545 s, avg_batch_cost: 0.29298 s, avg_samples: 90.0, ips: 307.18988 samples/s, eta: 13:30:42 +[2025/07/21 16:46:08] openrec INFO: epoch: [14/100], global_step: 19960, lr: 0.000489, loss: 0.618790, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29510 s, avg_samples: 109.5, ips: 371.06417 samples/s, eta: 13:30:32 +[2025/07/21 16:46:11] openrec INFO: epoch: [14/100], global_step: 19970, lr: 0.000489, loss: 0.717877, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29344 s, avg_samples: 77.7, ips: 264.79160 samples/s, eta: 13:30:22 +[2025/07/21 16:46:14] openrec INFO: epoch: [14/100], global_step: 19980, lr: 0.000489, loss: 0.700597, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.29060 s, avg_samples: 104.2, ips: 358.57358 samples/s, eta: 13:30:11 +[2025/07/21 16:46:17] openrec INFO: epoch: [14/100], global_step: 19990, lr: 0.000489, loss: 0.592358, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29037 s, avg_samples: 91.7, ips: 315.80412 samples/s, eta: 13:30:01 +[2025/07/21 16:46:20] openrec INFO: epoch: [14/100], global_step: 20000, lr: 0.000489, loss: 0.598742, avg_reader_cost: 0.00725 s, avg_batch_cost: 0.29698 s, avg_samples: 89.1, ips: 300.02107 samples/s, eta: 13:29:51 +[2025/07/21 16:47:47] openrec INFO: cur metric, acc: 0.7526317442176049, norm_edit_dis: 0.8779412443146913, num_samples: 63646, fps: 1324.6334406067867 +[2025/07/21 16:47:48] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 16:47:48] openrec INFO: best metric, acc: 0.7526317442176049, norm_edit_dis: 0.8779412443146913, num_samples: 63646, fps: 1324.6334406067867, best_epoch: 14 +[2025/07/21 16:47:50] openrec INFO: save ckpt to 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16:48:05] openrec INFO: epoch: [14/100], global_step: 20050, lr: 0.000489, loss: 0.601352, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.28650 s, avg_samples: 104.4, ips: 364.39787 samples/s, eta: 13:38:18 +[2025/07/21 16:48:08] openrec INFO: epoch: [14/100], global_step: 20060, lr: 0.000489, loss: 0.686570, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.28946 s, avg_samples: 90.5, ips: 312.65558 samples/s, eta: 13:38:07 +[2025/07/21 16:48:11] openrec INFO: epoch: [14/100], global_step: 20070, lr: 0.000489, loss: 0.710336, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29533 s, avg_samples: 102.4, ips: 346.73506 samples/s, eta: 13:37:57 +[2025/07/21 16:48:14] openrec INFO: epoch: [14/100], global_step: 20080, lr: 0.000489, loss: 0.711588, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.28669 s, avg_samples: 88.3, ips: 307.99619 samples/s, eta: 13:37:46 +[2025/07/21 16:48:16] openrec INFO: epoch: [14/100], global_step: 20090, lr: 0.000489, loss: 0.604428, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.28293 s, avg_samples: 88.3, ips: 312.09589 samples/s, eta: 13:37:35 +[2025/07/21 16:48:19] openrec INFO: epoch: [14/100], global_step: 20100, lr: 0.000489, loss: 0.631664, avg_reader_cost: 0.00628 s, avg_batch_cost: 0.29195 s, avg_samples: 109.2, ips: 374.04021 samples/s, eta: 13:37:24 +[2025/07/21 16:48:21] openrec INFO: epoch: [14/100], global_step: 20104, lr: 0.000489, loss: 0.603268, avg_reader_cost: 0.00229 s, avg_batch_cost: 0.12547 s, avg_samples: 30.3, ips: 241.49654 samples/s, eta: 13:37:21 +[2025/07/21 16:49:50] openrec INFO: cur metric, acc: 0.7512333845408614, norm_edit_dis: 0.8745291320027047, num_samples: 63646, fps: 1306.086212774857 +[2025/07/21 16:49:50] openrec INFO: best metric, acc: 0.7526317442176049, norm_edit_dis: 0.8779412443146913, num_samples: 63646, fps: 1324.6334406067867, best_epoch: 14 +[2025/07/21 16:49:52] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 16:49:52] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_14.pth +[2025/07/21 16:49:55] openrec INFO: epoch: [15/100], global_step: 20110, lr: 0.000489, loss: 0.591123, avg_reader_cost: 9.27378 s, avg_batch_cost: 9.43874 s, avg_samples: 64.9, ips: 6.87592 samples/s, eta: 13:46:43 +[2025/07/21 16:49:58] openrec INFO: epoch: [15/100], global_step: 20120, lr: 0.000489, loss: 0.556467, avg_reader_cost: 0.00501 s, avg_batch_cost: 0.29013 s, avg_samples: 82.7, ips: 285.04263 samples/s, eta: 13:46:33 +[2025/07/21 16:50:01] openrec INFO: epoch: [15/100], global_step: 20130, lr: 0.000489, loss: 0.623589, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.29334 s, avg_samples: 100.7, ips: 343.28814 samples/s, eta: 13:46:22 +[2025/07/21 16:50:04] openrec INFO: epoch: [15/100], global_step: 20140, lr: 0.000489, loss: 0.579483, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.30003 s, avg_samples: 98.8, ips: 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epoch: [15/100], global_step: 21470, lr: 0.000487, loss: 0.496223, avg_reader_cost: 0.00557 s, avg_batch_cost: 0.29767 s, avg_samples: 84.4, ips: 283.53073 samples/s, eta: 13:23:48 +[2025/07/21 16:56:40] openrec INFO: epoch: [15/100], global_step: 21480, lr: 0.000487, loss: 0.564175, avg_reader_cost: 0.00610 s, avg_batch_cost: 0.29315 s, avg_samples: 100.7, ips: 343.51367 samples/s, eta: 13:23:38 +[2025/07/21 16:56:43] openrec INFO: epoch: [15/100], global_step: 21490, lr: 0.000487, loss: 0.565097, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29506 s, avg_samples: 91.7, ips: 310.78310 samples/s, eta: 13:23:28 +[2025/07/21 16:56:46] openrec INFO: epoch: [15/100], global_step: 21500, lr: 0.000487, loss: 0.535988, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.29004 s, avg_samples: 104.5, ips: 360.30109 samples/s, eta: 13:23:18 +[2025/07/21 16:56:49] openrec INFO: epoch: [15/100], global_step: 21510, lr: 0.000487, loss: 0.623720, avg_reader_cost: 0.00624 s, avg_batch_cost: 0.29470 s, avg_samples: 89.1, ips: 302.33987 samples/s, eta: 13:23:09 +[2025/07/21 16:56:52] openrec INFO: epoch: [15/100], global_step: 21520, lr: 0.000487, loss: 0.632336, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29278 s, avg_samples: 113.0, ips: 385.95005 samples/s, eta: 13:22:59 +[2025/07/21 16:56:55] openrec INFO: epoch: [15/100], global_step: 21530, lr: 0.000486, loss: 0.662581, avg_reader_cost: 0.00629 s, avg_batch_cost: 0.29076 s, avg_samples: 108.8, ips: 374.19461 samples/s, eta: 13:22:49 +[2025/07/21 16:56:58] openrec INFO: epoch: [15/100], global_step: 21540, lr: 0.000486, loss: 0.637797, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.28798 s, avg_samples: 101.6, ips: 352.79666 samples/s, eta: 13:22:39 +[2025/07/21 16:58:27] openrec INFO: cur metric, acc: 0.762938754868658, norm_edit_dis: 0.8847220097336167, num_samples: 63646, fps: 1306.1954044124673 +[2025/07/21 16:58:28] openrec INFO: save ckpt to 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samples/s, eta: 13:31:07 +[2025/07/21 16:58:40] openrec INFO: epoch: [16/100], global_step: 21570, lr: 0.000486, loss: 0.621916, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.28648 s, avg_samples: 86.2, ips: 300.89013 samples/s, eta: 13:30:57 +[2025/07/21 16:58:43] openrec INFO: epoch: [16/100], global_step: 21580, lr: 0.000486, loss: 0.643665, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.29885 s, avg_samples: 98.1, ips: 328.25868 samples/s, eta: 13:30:47 +[2025/07/21 16:58:46] openrec INFO: epoch: [16/100], global_step: 21590, lr: 0.000486, loss: 0.736238, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29111 s, avg_samples: 72.5, ips: 249.05092 samples/s, eta: 13:30:37 +[2025/07/21 16:58:49] openrec INFO: epoch: [16/100], global_step: 21600, lr: 0.000486, loss: 0.803888, avg_reader_cost: 0.00608 s, avg_batch_cost: 0.29861 s, avg_samples: 104.5, ips: 349.95519 samples/s, eta: 13:30:28 +[2025/07/21 16:58:52] openrec INFO: epoch: [16/100], global_step: 21610, lr: 0.000486, loss: 0.757350, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.28825 s, avg_samples: 86.5, ips: 300.08361 samples/s, eta: 13:30:17 +[2025/07/21 16:58:55] openrec INFO: epoch: [16/100], global_step: 21620, lr: 0.000486, loss: 0.671206, avg_reader_cost: 0.00612 s, avg_batch_cost: 0.28660 s, avg_samples: 98.1, ips: 342.28945 samples/s, eta: 13:30:07 +[2025/07/21 16:58:58] openrec INFO: epoch: [16/100], global_step: 21630, lr: 0.000486, loss: 0.637317, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29244 s, avg_samples: 110.9, ips: 379.21696 samples/s, eta: 13:29:57 +[2025/07/21 16:59:01] openrec INFO: epoch: [16/100], global_step: 21640, lr: 0.000486, loss: 0.583273, avg_reader_cost: 0.00620 s, avg_batch_cost: 0.29251 s, avg_samples: 109.7, ips: 375.03235 samples/s, eta: 13:29:47 +[2025/07/21 16:59:04] openrec INFO: epoch: [16/100], global_step: 21650, lr: 0.000486, loss: 0.626109, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.28692 s, avg_samples: 81.5, ips: 284.05121 samples/s, eta: 13:29:37 +[2025/07/21 16:59:06] openrec INFO: epoch: [16/100], global_step: 21660, lr: 0.000486, loss: 0.718581, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29205 s, avg_samples: 91.7, ips: 313.98638 samples/s, eta: 13:29:27 +[2025/07/21 16:59:09] openrec INFO: epoch: [16/100], global_step: 21670, lr: 0.000486, loss: 0.657729, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.30062 s, avg_samples: 101.9, ips: 338.96419 samples/s, eta: 13:29:18 +[2025/07/21 16:59:12] openrec INFO: epoch: [16/100], global_step: 21680, lr: 0.000486, loss: 0.686539, avg_reader_cost: 0.00615 s, avg_batch_cost: 0.29532 s, avg_samples: 81.5, ips: 275.97458 samples/s, eta: 13:29:08 +[2025/07/21 16:59:15] openrec INFO: epoch: [16/100], global_step: 21690, lr: 0.000486, loss: 0.721640, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29465 s, avg_samples: 79.5, ips: 269.81591 samples/s, eta: 13:28:58 +[2025/07/21 16:59:18] openrec INFO: epoch: [16/100], global_step: 21700, lr: 0.000486, loss: 0.656020, avg_reader_cost: 0.00627 s, avg_batch_cost: 0.29195 s, avg_samples: 86.2, ips: 295.25605 samples/s, eta: 13:28:48 +[2025/07/21 16:59:21] openrec INFO: epoch: [16/100], global_step: 21710, lr: 0.000486, loss: 0.595120, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.29460 s, avg_samples: 108.0, ips: 366.59963 samples/s, eta: 13:28:38 +[2025/07/21 16:59:24] openrec INFO: epoch: [16/100], global_step: 21720, lr: 0.000486, loss: 0.574250, avg_reader_cost: 0.00615 s, avg_batch_cost: 0.29496 s, avg_samples: 92.1, ips: 312.24222 samples/s, eta: 13:28:28 +[2025/07/21 16:59:27] openrec INFO: epoch: [16/100], global_step: 21730, lr: 0.000486, loss: 0.615283, avg_reader_cost: 0.00636 s, avg_batch_cost: 0.29224 s, avg_samples: 93.4, ips: 319.59816 samples/s, eta: 13:28:19 +[2025/07/21 16:59:30] openrec INFO: epoch: [16/100], global_step: 21740, lr: 0.000486, loss: 0.562145, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.28729 s, avg_samples: 108.3, ips: 376.97438 samples/s, eta: 13:28:08 +[2025/07/21 16:59:33] openrec INFO: epoch: [16/100], global_step: 21750, lr: 0.000486, loss: 0.594558, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29448 s, avg_samples: 93.8, ips: 318.52854 samples/s, eta: 13:27:59 +[2025/07/21 16:59:36] openrec INFO: epoch: [16/100], global_step: 21760, lr: 0.000486, loss: 0.574455, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.28782 s, avg_samples: 88.6, ips: 307.83010 samples/s, eta: 13:27:48 +[2025/07/21 16:59:39] openrec INFO: epoch: [16/100], global_step: 21770, lr: 0.000486, loss: 0.510163, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.28893 s, avg_samples: 84.5, ips: 292.46310 samples/s, eta: 13:27:38 +[2025/07/21 16:59:42] openrec INFO: epoch: [16/100], global_step: 21780, lr: 0.000486, loss: 0.576544, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.29010 s, avg_samples: 96.4, ips: 332.29828 samples/s, eta: 13:27:28 +[2025/07/21 16:59:45] openrec INFO: epoch: [16/100], global_step: 21790, lr: 0.000486, loss: 0.602608, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29481 s, avg_samples: 90.9, ips: 308.33724 samples/s, eta: 13:27:19 +[2025/07/21 16:59:48] openrec INFO: epoch: [16/100], global_step: 21800, lr: 0.000486, loss: 0.619979, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29123 s, avg_samples: 92.6, ips: 317.96616 samples/s, eta: 13:27:09 +[2025/07/21 16:59:51] openrec INFO: epoch: [16/100], global_step: 21810, lr: 0.000486, loss: 0.566103, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29714 s, avg_samples: 102.8, ips: 345.96758 samples/s, eta: 13:26:59 +[2025/07/21 16:59:54] openrec INFO: epoch: [16/100], global_step: 21820, lr: 0.000486, loss: 0.640266, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.29457 s, avg_samples: 82.4, ips: 279.73144 samples/s, eta: 13:26:49 +[2025/07/21 16:59:57] openrec INFO: epoch: [16/100], global_step: 21830, lr: 0.000486, loss: 0.635019, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.30058 s, avg_samples: 108.8, ips: 361.96396 samples/s, eta: 13:26:40 +[2025/07/21 17:00:00] openrec INFO: epoch: [16/100], global_step: 21840, lr: 0.000486, loss: 0.610056, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.30282 s, avg_samples: 90.9, ips: 300.18315 samples/s, eta: 13:26:31 +[2025/07/21 17:00:03] openrec INFO: epoch: [16/100], global_step: 21850, lr: 0.000486, loss: 0.610056, avg_reader_cost: 0.00635 s, avg_batch_cost: 0.29255 s, avg_samples: 86.2, ips: 294.64632 samples/s, eta: 13:26:21 +[2025/07/21 17:00:06] openrec INFO: epoch: [16/100], global_step: 21860, lr: 0.000486, loss: 0.628246, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29076 s, avg_samples: 102.8, ips: 353.55934 samples/s, eta: 13:26:11 +[2025/07/21 17:00:08] openrec INFO: epoch: [16/100], global_step: 21870, lr: 0.000486, loss: 0.646836, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.29440 s, avg_samples: 102.3, ips: 347.48686 samples/s, eta: 13:26:01 +[2025/07/21 17:00:11] openrec INFO: epoch: [16/100], global_step: 21880, lr: 0.000486, loss: 0.654508, avg_reader_cost: 0.00633 s, avg_batch_cost: 0.29316 s, avg_samples: 91.7, ips: 312.80101 samples/s, eta: 13:25:52 +[2025/07/21 17:00:14] openrec INFO: epoch: [16/100], global_step: 21890, lr: 0.000486, loss: 0.588503, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.29594 s, avg_samples: 108.8, ips: 367.63611 samples/s, eta: 13:25:42 +[2025/07/21 17:00:17] openrec INFO: epoch: [16/100], global_step: 21900, lr: 0.000486, loss: 0.508064, avg_reader_cost: 0.00612 s, avg_batch_cost: 0.29311 s, avg_samples: 94.3, ips: 321.72116 samples/s, eta: 13:25:32 +[2025/07/21 17:00:20] openrec INFO: epoch: [16/100], global_step: 21910, lr: 0.000486, loss: 0.595838, avg_reader_cost: 0.00610 s, avg_batch_cost: 0.29313 s, avg_samples: 87.1, ips: 297.14031 samples/s, eta: 13:25:22 +[2025/07/21 17:00:23] openrec INFO: epoch: [16/100], global_step: 21920, lr: 0.000486, loss: 0.634689, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29684 s, avg_samples: 89.1, ips: 300.16455 samples/s, eta: 13:25:13 +[2025/07/21 17:00:26] openrec INFO: epoch: [16/100], global_step: 21930, lr: 0.000486, loss: 0.556778, avg_reader_cost: 0.00605 s, avg_batch_cost: 0.29091 s, avg_samples: 108.0, ips: 371.24902 samples/s, eta: 13:25:03 +[2025/07/21 17:00:29] openrec INFO: epoch: [16/100], global_step: 21940, lr: 0.000486, loss: 0.611574, avg_reader_cost: 0.00720 s, avg_batch_cost: 0.29520 s, avg_samples: 89.6, ips: 303.52157 samples/s, eta: 13:24:53 +[2025/07/21 17:00:32] openrec INFO: epoch: [16/100], global_step: 21950, lr: 0.000486, loss: 0.666781, avg_reader_cost: 0.00671 s, avg_batch_cost: 0.30042 s, avg_samples: 87.4, ips: 290.92874 samples/s, eta: 13:24:44 +[2025/07/21 17:00:35] openrec INFO: epoch: [16/100], global_step: 21960, lr: 0.000486, loss: 0.612453, avg_reader_cost: 0.00639 s, avg_batch_cost: 0.29820 s, avg_samples: 108.3, ips: 363.18350 samples/s, eta: 13:24:35 +[2025/07/21 17:00:38] openrec INFO: epoch: [16/100], global_step: 21970, lr: 0.000486, loss: 0.562247, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29336 s, avg_samples: 97.3, ips: 331.67766 samples/s, eta: 13:24:25 +[2025/07/21 17:00:41] openrec INFO: epoch: [16/100], global_step: 21980, lr: 0.000486, loss: 0.562476, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.29130 s, avg_samples: 87.1, ips: 299.00695 samples/s, eta: 13:24:15 +[2025/07/21 17:00:44] openrec INFO: epoch: [16/100], global_step: 21990, lr: 0.000486, loss: 0.546606, avg_reader_cost: 0.00607 s, avg_batch_cost: 0.29784 s, avg_samples: 90.4, ips: 303.51840 samples/s, eta: 13:24:06 +[2025/07/21 17:00:47] openrec INFO: epoch: [16/100], global_step: 22000, lr: 0.000486, loss: 0.544173, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29444 s, avg_samples: 91.7, ips: 311.43926 samples/s, eta: 13:23:56 +[2025/07/21 17:02:14] openrec INFO: cur metric, acc: 0.7632058572788225, norm_edit_dis: 0.8854885463962879, num_samples: 63646, fps: 1330.4378738062496 +[2025/07/21 17:02:15] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 17:02:15] openrec INFO: best metric, acc: 0.7632058572788225, norm_edit_dis: 0.8854885463962879, num_samples: 63646, fps: 1330.4378738062496, best_epoch: 16 +[2025/07/21 17:02:18] openrec INFO: epoch: [16/100], global_step: 22010, lr: 0.000486, loss: 0.548464, avg_reader_cost: 8.82155 s, avg_batch_cost: 9.12241 s, avg_samples: 113.5, ips: 12.44189 samples/s, eta: 13:31:54 +[2025/07/21 17:02:21] openrec INFO: epoch: [16/100], global_step: 22020, lr: 0.000486, loss: 0.562336, avg_reader_cost: 0.00623 s, avg_batch_cost: 0.29286 s, avg_samples: 110.4, ips: 376.96953 samples/s, eta: 13:31:44 +[2025/07/21 17:02:24] openrec INFO: epoch: [16/100], global_step: 22030, lr: 0.000486, loss: 0.556355, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.30305 s, avg_samples: 96.9, ips: 319.74623 samples/s, eta: 13:31:35 +[2025/07/21 17:02:27] openrec INFO: epoch: [16/100], global_step: 22040, lr: 0.000486, loss: 0.524843, avg_reader_cost: 0.00630 s, avg_batch_cost: 0.29235 s, avg_samples: 95.0, ips: 324.94904 samples/s, eta: 13:31:25 +[2025/07/21 17:02:30] openrec INFO: epoch: [16/100], global_step: 22050, lr: 0.000486, loss: 0.518476, avg_reader_cost: 0.00625 s, avg_batch_cost: 0.28845 s, avg_samples: 88.9, ips: 308.19639 samples/s, eta: 13:31:15 +[2025/07/21 17:02:33] openrec INFO: epoch: [16/100], global_step: 22060, lr: 0.000485, loss: 0.549693, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.28545 s, avg_samples: 91.7, ips: 321.25085 samples/s, eta: 13:31:04 +[2025/07/21 17:02:36] openrec INFO: epoch: [16/100], global_step: 22070, lr: 0.000485, loss: 0.551195, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.28797 s, avg_samples: 101.1, ips: 351.08348 samples/s, eta: 13:30:54 +[2025/07/21 17:02:39] openrec INFO: epoch: [16/100], global_step: 22080, lr: 0.000485, loss: 0.672360, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.29065 s, avg_samples: 90.5, ips: 311.36572 samples/s, eta: 13:30:44 +[2025/07/21 17:02:42] openrec INFO: epoch: [16/100], global_step: 22090, lr: 0.000485, loss: 0.713764, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.28900 s, avg_samples: 110.0, ips: 380.62333 samples/s, eta: 13:30:34 +[2025/07/21 17:02:45] openrec INFO: epoch: [16/100], global_step: 22100, lr: 0.000485, loss: 0.611786, avg_reader_cost: 0.00622 s, avg_batch_cost: 0.29420 s, avg_samples: 87.0, ips: 295.71826 samples/s, eta: 13:30:24 +[2025/07/21 17:02:48] openrec INFO: epoch: [16/100], global_step: 22110, lr: 0.000485, loss: 0.594414, avg_reader_cost: 0.00611 s, avg_batch_cost: 0.29522 s, avg_samples: 77.7, ips: 263.19728 samples/s, eta: 13:30:14 +[2025/07/21 17:02:51] openrec INFO: epoch: [16/100], global_step: 22120, lr: 0.000485, loss: 0.638042, avg_reader_cost: 0.00625 s, avg_batch_cost: 0.29733 s, avg_samples: 97.3, ips: 327.24616 samples/s, eta: 13:30:05 +[2025/07/21 17:02:54] openrec INFO: epoch: [16/100], global_step: 22130, lr: 0.000485, loss: 0.681641, avg_reader_cost: 0.00647 s, avg_batch_cost: 0.29625 s, avg_samples: 112.6, ips: 380.08049 samples/s, eta: 13:29:55 +[2025/07/21 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epoch: [16/100], global_step: 22960, lr: 0.000484, loss: 0.695553, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.31432 s, avg_samples: 98.1, ips: 312.10254 samples/s, eta: 13:16:48 +[2025/07/21 17:07:03] openrec INFO: epoch: [16/100], global_step: 22970, lr: 0.000484, loss: 0.737427, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.28519 s, avg_samples: 100.7, ips: 353.09385 samples/s, eta: 13:16:38 +[2025/07/21 17:07:05] openrec INFO: epoch: [16/100], global_step: 22976, lr: 0.000484, loss: 0.698733, avg_reader_cost: 0.00380 s, avg_batch_cost: 0.17423 s, avg_samples: 62.7, ips: 359.86017 samples/s, eta: 13:16:32 +[2025/07/21 17:08:34] openrec INFO: cur metric, acc: 0.7432674479553676, norm_edit_dis: 0.8696727595186947, num_samples: 63646, fps: 1309.2085366302163 +[2025/07/21 17:08:34] openrec INFO: best metric, acc: 0.7632058572788225, norm_edit_dis: 0.8854885463962879, num_samples: 63646, fps: 1330.4378738062496, best_epoch: 16 +[2025/07/21 17:08:36] openrec INFO: save ckpt to 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+[2025/07/21 17:12:37] openrec INFO: epoch: [17/100], global_step: 23790, lr: 0.000482, loss: 0.619572, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.28692 s, avg_samples: 92.6, ips: 322.74105 samples/s, eta: 13:11:53 +[2025/07/21 17:12:40] openrec INFO: epoch: [17/100], global_step: 23800, lr: 0.000482, loss: 0.543539, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29003 s, avg_samples: 92.1, ips: 317.55615 samples/s, eta: 13:11:44 +[2025/07/21 17:12:43] openrec INFO: epoch: [17/100], global_step: 23810, lr: 0.000482, loss: 0.551861, avg_reader_cost: 0.00635 s, avg_batch_cost: 0.29539 s, avg_samples: 96.9, ips: 328.03895 samples/s, eta: 13:11:35 +[2025/07/21 17:12:46] openrec INFO: epoch: [17/100], global_step: 23820, lr: 0.000482, loss: 0.681276, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29587 s, avg_samples: 89.6, ips: 302.83347 samples/s, eta: 13:11:25 +[2025/07/21 17:12:49] openrec INFO: epoch: [17/100], global_step: 23830, lr: 0.000482, loss: 0.655415, avg_reader_cost: 0.00579 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+[2025/07/21 17:16:00] openrec INFO: epoch: [17/100], global_step: 24180, lr: 0.000481, loss: 0.712351, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29187 s, avg_samples: 92.6, ips: 317.26267 samples/s, eta: 13:13:14 +[2025/07/21 17:16:03] openrec INFO: epoch: [17/100], global_step: 24190, lr: 0.000481, loss: 0.704436, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.28756 s, avg_samples: 81.9, ips: 284.81245 samples/s, eta: 13:13:05 +[2025/07/21 17:16:06] openrec INFO: epoch: [17/100], global_step: 24200, lr: 0.000481, loss: 0.635814, avg_reader_cost: 0.00609 s, avg_batch_cost: 0.29392 s, avg_samples: 109.7, ips: 373.23703 samples/s, eta: 13:12:56 +[2025/07/21 17:16:09] openrec INFO: epoch: [17/100], global_step: 24210, lr: 0.000481, loss: 0.636187, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.29372 s, avg_samples: 71.3, ips: 242.75215 samples/s, eta: 13:12:47 +[2025/07/21 17:16:12] openrec INFO: epoch: [17/100], global_step: 24220, lr: 0.000481, loss: 0.689641, avg_reader_cost: 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openrec INFO: epoch: [17/100], global_step: 24270, lr: 0.000481, loss: 0.563827, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.28869 s, avg_samples: 91.7, ips: 317.64583 samples/s, eta: 13:11:52 +[2025/07/21 17:16:30] openrec INFO: epoch: [17/100], global_step: 24280, lr: 0.000481, loss: 0.694121, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29165 s, avg_samples: 99.8, ips: 342.18887 samples/s, eta: 13:11:42 +[2025/07/21 17:16:33] openrec INFO: epoch: [17/100], global_step: 24290, lr: 0.000481, loss: 0.642907, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29658 s, avg_samples: 114.7, ips: 386.74533 samples/s, eta: 13:11:34 +[2025/07/21 17:16:36] openrec INFO: epoch: [17/100], global_step: 24300, lr: 0.000481, loss: 0.647286, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29252 s, avg_samples: 92.6, ips: 316.56466 samples/s, eta: 13:11:24 +[2025/07/21 17:16:39] openrec INFO: epoch: [17/100], global_step: 24310, lr: 0.000481, loss: 0.710497, avg_reader_cost: 0.00578 s, avg_batch_cost: 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global_step: 24360, lr: 0.000481, loss: 0.674471, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.29197 s, avg_samples: 98.1, ips: 335.99080 samples/s, eta: 13:10:30 +[2025/07/21 17:16:56] openrec INFO: epoch: [17/100], global_step: 24370, lr: 0.000481, loss: 0.624768, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29630 s, avg_samples: 84.1, ips: 283.83354 samples/s, eta: 13:10:21 +[2025/07/21 17:16:59] openrec INFO: epoch: [17/100], global_step: 24380, lr: 0.000481, loss: 0.637179, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.28698 s, avg_samples: 99.8, ips: 347.76043 samples/s, eta: 13:10:11 +[2025/07/21 17:17:02] openrec INFO: epoch: [17/100], global_step: 24390, lr: 0.000481, loss: 0.676925, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29313 s, avg_samples: 96.9, ips: 330.56950 samples/s, eta: 13:10:02 +[2025/07/21 17:17:05] openrec INFO: epoch: [17/100], global_step: 24400, lr: 0.000481, loss: 0.698704, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29524 s, avg_samples: 96.9, ips: 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openrec INFO: epoch: [18/100], global_step: 24460, lr: 0.000480, loss: 0.515131, avg_reader_cost: 0.00562 s, avg_batch_cost: 0.29344 s, avg_samples: 88.6, ips: 301.93653 samples/s, eta: 13:16:30 +[2025/07/21 17:18:58] openrec INFO: epoch: [18/100], global_step: 24470, lr: 0.000480, loss: 0.587916, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.29055 s, avg_samples: 79.8, ips: 274.65450 samples/s, eta: 13:16:21 +[2025/07/21 17:19:01] openrec INFO: epoch: [18/100], global_step: 24480, lr: 0.000480, loss: 0.563048, avg_reader_cost: 0.00624 s, avg_batch_cost: 0.28506 s, avg_samples: 113.5, ips: 398.16679 samples/s, eta: 13:16:11 +[2025/07/21 17:19:04] openrec INFO: epoch: [18/100], global_step: 24490, lr: 0.000480, loss: 0.546510, avg_reader_cost: 0.00609 s, avg_batch_cost: 0.28849 s, avg_samples: 87.4, ips: 302.95313 samples/s, eta: 13:16:02 +[2025/07/21 17:19:07] openrec INFO: epoch: [18/100], global_step: 24500, lr: 0.000480, loss: 0.654887, avg_reader_cost: 0.00571 s, avg_batch_cost: 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25600, lr: 0.000478, loss: 0.497718, avg_reader_cost: 0.00557 s, avg_batch_cost: 0.29420 s, avg_samples: 86.6, ips: 294.35454 samples/s, eta: 12:59:19 +[2025/07/21 17:24:33] openrec INFO: epoch: [18/100], global_step: 25610, lr: 0.000478, loss: 0.538630, avg_reader_cost: 0.00556 s, avg_batch_cost: 0.29077 s, avg_samples: 95.2, ips: 327.40350 samples/s, eta: 12:59:10 +[2025/07/21 17:24:36] openrec INFO: epoch: [18/100], global_step: 25620, lr: 0.000478, loss: 0.620162, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.28593 s, avg_samples: 98.1, ips: 343.09155 samples/s, eta: 12:59:01 +[2025/07/21 17:24:39] openrec INFO: epoch: [18/100], global_step: 25630, lr: 0.000478, loss: 0.708310, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29360 s, avg_samples: 114.7, ips: 390.66674 samples/s, eta: 12:58:52 +[2025/07/21 17:24:42] openrec INFO: epoch: [18/100], global_step: 25640, lr: 0.000478, loss: 0.679875, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.28985 s, avg_samples: 101.4, ips: 349.83572 samples/s, eta: 12:58:44 +[2025/07/21 17:24:45] openrec INFO: epoch: [18/100], global_step: 25650, lr: 0.000478, loss: 0.643195, avg_reader_cost: 0.00561 s, avg_batch_cost: 0.29281 s, avg_samples: 87.9, ips: 300.19250 samples/s, eta: 12:58:35 +[2025/07/21 17:24:47] openrec INFO: epoch: [18/100], global_step: 25660, lr: 0.000478, loss: 0.616156, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29496 s, avg_samples: 91.7, ips: 310.88823 samples/s, eta: 12:58:26 +[2025/07/21 17:24:50] openrec INFO: epoch: [18/100], global_step: 25670, lr: 0.000478, loss: 0.557508, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.29191 s, avg_samples: 101.0, ips: 345.99840 samples/s, eta: 12:58:17 +[2025/07/21 17:24:53] openrec INFO: epoch: [18/100], global_step: 25680, lr: 0.000478, loss: 0.621665, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.28685 s, avg_samples: 95.2, ips: 331.88618 samples/s, eta: 12:58:09 +[2025/07/21 17:24:56] openrec INFO: epoch: [18/100], global_step: 25690, lr: 0.000478, loss: 0.630971, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.29458 s, avg_samples: 91.7, ips: 311.29115 samples/s, eta: 12:58:00 +[2025/07/21 17:24:59] openrec INFO: epoch: [18/100], global_step: 25700, lr: 0.000478, loss: 0.592946, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.29638 s, avg_samples: 89.1, ips: 300.62584 samples/s, eta: 12:57:51 +[2025/07/21 17:25:02] openrec INFO: epoch: [18/100], global_step: 25710, lr: 0.000478, loss: 0.601269, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.28782 s, avg_samples: 99.3, ips: 345.00978 samples/s, eta: 12:57:42 +[2025/07/21 17:25:05] openrec INFO: epoch: [18/100], global_step: 25720, lr: 0.000478, loss: 0.611862, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.29079 s, avg_samples: 101.9, ips: 350.43053 samples/s, eta: 12:57:34 +[2025/07/21 17:25:08] openrec INFO: epoch: [18/100], global_step: 25730, lr: 0.000478, loss: 0.587335, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29254 s, avg_samples: 98.7, ips: 337.38723 samples/s, eta: 12:57:25 +[2025/07/21 17:25:11] openrec INFO: epoch: [18/100], global_step: 25740, lr: 0.000478, loss: 0.630319, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28709 s, avg_samples: 93.4, ips: 325.33809 samples/s, eta: 12:57:16 +[2025/07/21 17:25:14] openrec INFO: epoch: [18/100], global_step: 25750, lr: 0.000478, loss: 0.658933, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.28704 s, avg_samples: 95.9, ips: 334.09873 samples/s, eta: 12:57:07 +[2025/07/21 17:25:17] openrec INFO: epoch: [18/100], global_step: 25760, lr: 0.000477, loss: 0.633352, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29244 s, avg_samples: 107.8, ips: 368.61997 samples/s, eta: 12:56:58 +[2025/07/21 17:25:20] openrec INFO: epoch: [18/100], global_step: 25770, lr: 0.000477, loss: 0.586073, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.28978 s, avg_samples: 97.2, ips: 335.42277 samples/s, eta: 12:56:50 +[2025/07/21 17:25:23] openrec INFO: epoch: [18/100], global_step: 25780, lr: 0.000477, loss: 0.522040, avg_reader_cost: 0.01276 s, avg_batch_cost: 0.30306 s, avg_samples: 94.6, ips: 312.14891 samples/s, eta: 12:56:41 +[2025/07/21 17:25:26] openrec INFO: epoch: [18/100], global_step: 25790, lr: 0.000477, loss: 0.532635, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29105 s, avg_samples: 102.4, ips: 351.83257 samples/s, eta: 12:56:33 +[2025/07/21 17:25:29] openrec INFO: epoch: [18/100], global_step: 25800, lr: 0.000477, loss: 0.579753, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29683 s, avg_samples: 91.4, ips: 307.91580 samples/s, eta: 12:56:24 +[2025/07/21 17:25:31] openrec INFO: epoch: [18/100], global_step: 25810, lr: 0.000477, loss: 0.547371, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.28931 s, avg_samples: 88.3, ips: 305.21053 samples/s, eta: 12:56:15 +[2025/07/21 17:25:34] openrec INFO: epoch: [18/100], global_step: 25820, lr: 0.000477, loss: 0.579387, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29234 s, avg_samples: 93.4, ips: 319.49456 samples/s, eta: 12:56:07 +[2025/07/21 17:25:37] openrec INFO: epoch: [18/100], global_step: 25830, lr: 0.000477, loss: 0.510345, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29439 s, avg_samples: 90.0, ips: 305.71954 samples/s, eta: 12:55:58 +[2025/07/21 17:25:40] openrec INFO: epoch: [18/100], global_step: 25840, lr: 0.000477, loss: 0.546128, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.28809 s, avg_samples: 104.5, ips: 362.72869 samples/s, eta: 12:55:49 +[2025/07/21 17:25:43] openrec INFO: epoch: [18/100], global_step: 25848, lr: 0.000477, loss: 0.578375, avg_reader_cost: 0.00462 s, avg_batch_cost: 0.23046 s, avg_samples: 76.8, ips: 333.24814 samples/s, eta: 12:55:42 +[2025/07/21 17:27:11] openrec INFO: cur metric, acc: 0.7647299122074082, norm_edit_dis: 0.885042768136669, num_samples: 63646, fps: 1321.510871499745 +[2025/07/21 17:27:11] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 17:27:11] openrec INFO: best metric, acc: 0.7647299122074082, norm_edit_dis: 0.885042768136669, num_samples: 63646, fps: 1321.510871499745, best_epoch: 18 +[2025/07/21 17:27:14] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 17:27:14] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_18.pth +[2025/07/21 17:27:16] openrec INFO: epoch: [19/100], global_step: 25850, lr: 0.000477, loss: 0.583570, avg_reader_cost: 9.25612 s, avg_batch_cost: 9.31097 s, avg_samples: 19.2, ips: 2.06208 samples/s, eta: 13:02:42 +[2025/07/21 17:27:19] openrec INFO: epoch: [19/100], global_step: 25860, lr: 0.000477, loss: 0.530570, avg_reader_cost: 0.00610 s, avg_batch_cost: 0.29335 s, avg_samples: 100.2, ips: 341.57372 samples/s, eta: 13:02:33 +[2025/07/21 17:27:22] openrec INFO: epoch: [19/100], global_step: 25870, lr: 0.000477, loss: 0.460675, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.30039 s, avg_samples: 89.8, ips: 298.94529 samples/s, eta: 13:02:25 +[2025/07/21 17:27:25] openrec INFO: epoch: [19/100], global_step: 25880, lr: 0.000477, loss: 0.533788, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.28683 s, avg_samples: 94.3, ips: 328.76341 samples/s, eta: 13:02:16 +[2025/07/21 17:27:27] openrec INFO: epoch: [19/100], global_step: 25890, lr: 0.000477, loss: 0.585535, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.29090 s, avg_samples: 117.3, ips: 403.22964 samples/s, eta: 13:02:07 +[2025/07/21 17:27:30] openrec INFO: epoch: [19/100], global_step: 25900, lr: 0.000477, loss: 0.582399, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28555 s, avg_samples: 113.0, ips: 395.72916 samples/s, eta: 13:01:58 +[2025/07/21 17:27:33] openrec INFO: epoch: [19/100], global_step: 25910, lr: 0.000477, loss: 0.548167, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.28919 s, avg_samples: 101.9, ips: 352.36843 samples/s, eta: 13:01:49 +[2025/07/21 17:27:36] openrec INFO: epoch: [19/100], global_step: 25920, lr: 0.000477, loss: 0.537197, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.29722 s, avg_samples: 101.6, ips: 341.83201 samples/s, eta: 13:01:40 +[2025/07/21 17:27:39] openrec INFO: epoch: [19/100], global_step: 25930, lr: 0.000477, loss: 0.582035, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.29470 s, avg_samples: 85.3, ips: 289.44689 samples/s, eta: 13:01:32 +[2025/07/21 17:27:42] openrec INFO: epoch: [19/100], global_step: 25940, lr: 0.000477, loss: 0.598956, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.29661 s, avg_samples: 92.9, ips: 313.20788 samples/s, eta: 13:01:23 +[2025/07/21 17:27:45] openrec INFO: epoch: [19/100], global_step: 25950, lr: 0.000477, loss: 0.653666, avg_reader_cost: 0.00623 s, avg_batch_cost: 0.29485 s, avg_samples: 104.5, ips: 354.41883 samples/s, eta: 13:01:14 +[2025/07/21 17:27:48] openrec INFO: epoch: [19/100], global_step: 25960, lr: 0.000477, loss: 0.664512, avg_reader_cost: 0.00560 s, avg_batch_cost: 0.29856 s, avg_samples: 95.5, ips: 319.86549 samples/s, eta: 13:01:06 +[2025/07/21 17:27:51] openrec INFO: epoch: [19/100], global_step: 25970, lr: 0.000477, loss: 0.655044, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.29035 s, avg_samples: 94.7, ips: 326.15963 samples/s, eta: 13:00:57 +[2025/07/21 17:27:54] openrec INFO: epoch: [19/100], global_step: 25980, lr: 0.000477, loss: 0.654635, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.28815 s, avg_samples: 101.9, ips: 353.63786 samples/s, eta: 13:00:48 +[2025/07/21 17:27:57] openrec INFO: epoch: [19/100], global_step: 25990, lr: 0.000477, loss: 0.672403, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.29066 s, avg_samples: 76.3, ips: 262.50217 samples/s, eta: 13:00:39 +[2025/07/21 17:28:00] openrec INFO: epoch: [19/100], global_step: 26000, lr: 0.000477, loss: 0.768042, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29282 s, avg_samples: 79.8, ips: 272.51959 samples/s, eta: 13:00:30 +[2025/07/21 17:29:27] openrec INFO: cur metric, acc: 0.7518304369871114, norm_edit_dis: 0.8752426240460767, num_samples: 63646, fps: 1332.1818645886033 +[2025/07/21 17:29:27] openrec INFO: best metric, acc: 0.7647299122074082, norm_edit_dis: 0.885042768136669, num_samples: 63646, fps: 1321.510871499745, best_epoch: 18 +[2025/07/21 17:29:30] openrec INFO: epoch: [19/100], global_step: 26010, lr: 0.000477, loss: 0.720766, avg_reader_cost: 8.72242 s, avg_batch_cost: 9.00686 s, avg_samples: 95.2, ips: 10.56972 samples/s, eta: 13:06:55 +[2025/07/21 17:29:33] openrec INFO: epoch: [19/100], global_step: 26020, lr: 0.000477, loss: 0.652404, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.28773 s, avg_samples: 91.6, ips: 318.34926 samples/s, eta: 13:06:46 +[2025/07/21 17:29:36] openrec INFO: epoch: [19/100], global_step: 26030, lr: 0.000477, loss: 0.527455, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.28580 s, avg_samples: 93.3, ips: 326.45693 samples/s, eta: 13:06:37 +[2025/07/21 17:29:39] openrec INFO: epoch: [19/100], global_step: 26040, lr: 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17:33:54] openrec INFO: epoch: [19/100], global_step: 26910, lr: 0.000475, loss: 0.561965, avg_reader_cost: 0.00563 s, avg_batch_cost: 0.29686 s, avg_samples: 95.5, ips: 321.70405 samples/s, eta: 12:53:45 +[2025/07/21 17:33:57] openrec INFO: epoch: [19/100], global_step: 26920, lr: 0.000475, loss: 0.495948, avg_reader_cost: 0.00611 s, avg_batch_cost: 0.28547 s, avg_samples: 90.9, ips: 318.42142 samples/s, eta: 12:53:36 +[2025/07/21 17:34:00] openrec INFO: epoch: [19/100], global_step: 26930, lr: 0.000475, loss: 0.484462, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.30026 s, avg_samples: 95.2, ips: 317.06268 samples/s, eta: 12:53:28 +[2025/07/21 17:34:03] openrec INFO: epoch: [19/100], global_step: 26940, lr: 0.000475, loss: 0.487018, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29677 s, avg_samples: 79.8, ips: 268.89214 samples/s, eta: 12:53:20 +[2025/07/21 17:34:06] openrec INFO: epoch: [19/100], global_step: 26950, lr: 0.000475, loss: 0.608486, avg_reader_cost: 0.00577 s, 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epoch: [19/100], global_step: 27000, lr: 0.000474, loss: 0.487007, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.29552 s, avg_samples: 87.9, ips: 297.44027 samples/s, eta: 12:52:29 +[2025/07/21 17:34:23] openrec INFO: epoch: [19/100], global_step: 27010, lr: 0.000474, loss: 0.498791, avg_reader_cost: 0.00605 s, avg_batch_cost: 0.29186 s, avg_samples: 96.9, ips: 332.01245 samples/s, eta: 12:52:20 +[2025/07/21 17:34:26] openrec INFO: epoch: [19/100], global_step: 27020, lr: 0.000474, loss: 0.555865, avg_reader_cost: 0.00631 s, avg_batch_cost: 0.29927 s, avg_samples: 99.8, ips: 333.47857 samples/s, eta: 12:52:12 +[2025/07/21 17:34:29] openrec INFO: epoch: [19/100], global_step: 27030, lr: 0.000474, loss: 0.614457, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.29083 s, avg_samples: 87.9, ips: 302.23974 samples/s, eta: 12:52:03 +[2025/07/21 17:34:32] openrec INFO: epoch: [19/100], global_step: 27040, lr: 0.000474, loss: 0.603148, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28981 s, 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27090, lr: 0.000474, loss: 0.535510, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29088 s, avg_samples: 104.5, ips: 359.25275 samples/s, eta: 12:51:12 +[2025/07/21 17:34:50] openrec INFO: epoch: [19/100], global_step: 27100, lr: 0.000474, loss: 0.537228, avg_reader_cost: 0.00611 s, avg_batch_cost: 0.29787 s, avg_samples: 103.6, ips: 347.79987 samples/s, eta: 12:51:04 +[2025/07/21 17:34:53] openrec INFO: epoch: [19/100], global_step: 27110, lr: 0.000474, loss: 0.551817, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.28413 s, avg_samples: 99.0, ips: 348.42904 samples/s, eta: 12:50:55 +[2025/07/21 17:34:55] openrec INFO: epoch: [19/100], global_step: 27120, lr: 0.000474, loss: 0.535531, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.28483 s, avg_samples: 90.9, ips: 319.13939 samples/s, eta: 12:50:46 +[2025/07/21 17:34:58] openrec INFO: epoch: [19/100], global_step: 27130, lr: 0.000474, loss: 0.526442, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.28641 s, avg_samples: 97.6, ips: 340.77460 samples/s, eta: 12:50:38 +[2025/07/21 17:35:01] openrec INFO: epoch: [19/100], global_step: 27140, lr: 0.000474, loss: 0.538034, avg_reader_cost: 0.00615 s, avg_batch_cost: 0.28409 s, avg_samples: 104.5, ips: 367.84588 samples/s, eta: 12:50:29 +[2025/07/21 17:35:04] openrec INFO: epoch: [19/100], global_step: 27150, lr: 0.000474, loss: 0.505944, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.28514 s, avg_samples: 90.0, ips: 315.63111 samples/s, eta: 12:50:20 +[2025/07/21 17:35:07] openrec INFO: epoch: [19/100], global_step: 27160, lr: 0.000474, loss: 0.506659, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.28388 s, avg_samples: 91.7, ips: 323.02762 samples/s, eta: 12:50:11 +[2025/07/21 17:35:10] openrec INFO: epoch: [19/100], global_step: 27170, lr: 0.000474, loss: 0.511980, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29439 s, avg_samples: 102.3, ips: 347.49590 samples/s, eta: 12:50:03 +[2025/07/21 17:35:13] openrec INFO: epoch: [19/100], global_step: 27180, lr: 0.000474, loss: 0.544052, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.29199 s, avg_samples: 109.2, ips: 373.99156 samples/s, eta: 12:49:54 +[2025/07/21 17:35:16] openrec INFO: epoch: [19/100], global_step: 27190, lr: 0.000474, loss: 0.578408, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29063 s, avg_samples: 111.8, ips: 384.68577 samples/s, eta: 12:49:46 +[2025/07/21 17:35:19] openrec INFO: epoch: [19/100], global_step: 27200, lr: 0.000474, loss: 0.586268, avg_reader_cost: 0.00613 s, avg_batch_cost: 0.28839 s, avg_samples: 83.6, ips: 289.88657 samples/s, eta: 12:49:37 +[2025/07/21 17:35:22] openrec INFO: epoch: [19/100], global_step: 27210, lr: 0.000474, loss: 0.627950, avg_reader_cost: 0.01675 s, avg_batch_cost: 0.29862 s, avg_samples: 99.0, ips: 331.52715 samples/s, eta: 12:49:29 +[2025/07/21 17:35:24] openrec INFO: epoch: [19/100], global_step: 27220, lr: 0.000474, loss: 0.641477, avg_reader_cost: 0.00608 s, avg_batch_cost: 0.28753 s, avg_samples: 78.4, ips: 272.66859 samples/s, eta: 12:49:20 +[2025/07/21 17:35:27] openrec INFO: epoch: [19/100], global_step: 27230, lr: 0.000474, loss: 0.457440, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29626 s, avg_samples: 92.1, ips: 310.87103 samples/s, eta: 12:49:12 +[2025/07/21 17:35:30] openrec INFO: epoch: [19/100], global_step: 27240, lr: 0.000474, loss: 0.539478, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.29327 s, avg_samples: 89.6, ips: 305.51729 samples/s, eta: 12:49:04 +[2025/07/21 17:35:33] openrec INFO: epoch: [19/100], global_step: 27250, lr: 0.000474, loss: 0.619792, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.28898 s, avg_samples: 106.2, ips: 367.50481 samples/s, eta: 12:48:55 +[2025/07/21 17:35:36] openrec INFO: epoch: [19/100], global_step: 27260, lr: 0.000474, loss: 0.611512, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.28791 s, avg_samples: 86.2, ips: 299.39675 samples/s, eta: 12:48:47 +[2025/07/21 17:35:39] openrec INFO: epoch: [19/100], global_step: 27270, lr: 0.000474, loss: 0.540941, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.29343 s, avg_samples: 92.1, ips: 313.87448 samples/s, eta: 12:48:38 +[2025/07/21 17:35:42] openrec INFO: epoch: [19/100], global_step: 27280, lr: 0.000474, loss: 0.476492, avg_reader_cost: 0.00562 s, avg_batch_cost: 0.29262 s, avg_samples: 83.6, ips: 285.69514 samples/s, eta: 12:48:30 +[2025/07/21 17:35:43] openrec INFO: epoch: [19/100], global_step: 27284, lr: 0.000474, loss: 0.480876, avg_reader_cost: 0.00219 s, avg_batch_cost: 0.11215 s, avg_samples: 38.4, ips: 342.40468 samples/s, eta: 12:48:26 +[2025/07/21 17:37:13] openrec INFO: cur metric, acc: 0.7732143417067506, norm_edit_dis: 0.8901053581471466, num_samples: 63646, fps: 1288.7098219185648 +[2025/07/21 17:37:13] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 17:37:13] openrec INFO: best metric, acc: 0.7732143417067506, norm_edit_dis: 0.8901053581471466, num_samples: 63646, fps: 1288.7098219185648, best_epoch: 19 +[2025/07/21 17:37:16] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 17:37:16] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_19.pth +[2025/07/21 17:37:19] openrec INFO: epoch: [20/100], global_step: 27290, lr: 0.000474, loss: 0.466943, avg_reader_cost: 9.40428 s, avg_batch_cost: 9.57223 s, avg_samples: 51.2, ips: 5.34881 samples/s, eta: 12:55:02 +[2025/07/21 17:37:22] openrec INFO: epoch: [20/100], global_step: 27300, lr: 0.000474, loss: 0.477749, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29700 s, avg_samples: 108.3, ips: 364.64836 samples/s, eta: 12:54:53 +[2025/07/21 17:37:25] openrec INFO: epoch: [20/100], global_step: 27310, lr: 0.000474, loss: 0.504521, avg_reader_cost: 0.00563 s, avg_batch_cost: 0.28830 s, avg_samples: 102.5, ips: 355.53274 samples/s, eta: 12:54:45 +[2025/07/21 17:37:28] openrec INFO: epoch: [20/100], global_step: 27320, lr: 0.000474, loss: 0.514269, avg_reader_cost: 0.00559 s, avg_batch_cost: 0.28840 s, avg_samples: 100.7, ips: 349.16963 samples/s, eta: 12:54:36 +[2025/07/21 17:37:31] openrec INFO: epoch: [20/100], global_step: 27330, lr: 0.000474, loss: 0.588148, avg_reader_cost: 0.00563 s, avg_batch_cost: 0.28870 s, avg_samples: 77.7, ips: 269.13753 samples/s, eta: 12:54:27 +[2025/07/21 17:37:34] openrec INFO: epoch: [20/100], global_step: 27340, lr: 0.000474, loss: 0.604862, avg_reader_cost: 0.00548 s, avg_batch_cost: 0.29011 s, avg_samples: 98.1, ips: 338.14516 samples/s, eta: 12:54:19 +[2025/07/21 17:37:37] openrec INFO: epoch: [20/100], global_step: 27350, lr: 0.000474, loss: 0.534126, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29128 s, avg_samples: 97.9, ips: 336.10670 samples/s, eta: 12:54:10 +[2025/07/21 17:37:39] openrec INFO: epoch: [20/100], global_step: 27360, lr: 0.000474, loss: 0.549300, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29209 s, avg_samples: 91.7, ips: 313.94693 samples/s, eta: 12:54:01 +[2025/07/21 17:37:42] openrec INFO: epoch: [20/100], global_step: 27370, lr: 0.000473, loss: 0.519137, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.29140 s, avg_samples: 99.0, ips: 339.73702 samples/s, eta: 12:53:53 +[2025/07/21 17:37:45] openrec INFO: epoch: [20/100], global_step: 27380, lr: 0.000473, loss: 0.538819, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29368 s, avg_samples: 108.8, ips: 370.47328 samples/s, eta: 12:53:44 +[2025/07/21 17:37:48] openrec INFO: epoch: [20/100], global_step: 27390, lr: 0.000473, loss: 0.565248, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28994 s, avg_samples: 77.2, ips: 266.26431 samples/s, eta: 12:53:36 +[2025/07/21 17:37:51] openrec INFO: epoch: [20/100], global_step: 27400, lr: 0.000473, loss: 0.556299, avg_reader_cost: 0.00597 s, avg_batch_cost: 0.29112 s, avg_samples: 83.6, ips: 287.16609 samples/s, eta: 12:53:27 +[2025/07/21 17:37:54] openrec INFO: 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+[2025/07/21 17:40:35] openrec INFO: epoch: [20/100], global_step: 27960, lr: 0.000472, loss: 0.496939, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.29431 s, avg_samples: 92.1, ips: 312.93904 samples/s, eta: 12:45:32 +[2025/07/21 17:40:38] openrec INFO: epoch: [20/100], global_step: 27970, lr: 0.000472, loss: 0.631898, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.28805 s, avg_samples: 87.9, ips: 305.15007 samples/s, eta: 12:45:23 +[2025/07/21 17:40:41] openrec INFO: epoch: [20/100], global_step: 27980, lr: 0.000472, loss: 0.592126, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.29194 s, avg_samples: 81.6, ips: 279.51150 samples/s, eta: 12:45:15 +[2025/07/21 17:40:44] openrec INFO: epoch: [20/100], global_step: 27990, lr: 0.000472, loss: 0.616947, avg_reader_cost: 0.00612 s, avg_batch_cost: 0.29308 s, avg_samples: 83.2, ips: 283.88018 samples/s, eta: 12:45:07 +[2025/07/21 17:40:47] openrec INFO: epoch: [20/100], global_step: 28000, lr: 0.000472, loss: 0.643646, avg_reader_cost: 0.00591 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epoch: [20/100], global_step: 28400, lr: 0.000471, loss: 0.619755, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.29566 s, avg_samples: 113.5, ips: 383.88848 samples/s, eta: 12:45:24 +[2025/07/21 17:44:14] openrec INFO: epoch: [20/100], global_step: 28410, lr: 0.000471, loss: 0.648335, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29053 s, avg_samples: 100.2, ips: 344.88757 samples/s, eta: 12:45:16 +[2025/07/21 17:44:17] openrec INFO: epoch: [20/100], global_step: 28420, lr: 0.000471, loss: 0.678910, avg_reader_cost: 0.00625 s, avg_batch_cost: 0.28948 s, avg_samples: 90.8, ips: 313.67095 samples/s, eta: 12:45:07 +[2025/07/21 17:44:20] openrec INFO: epoch: [20/100], global_step: 28430, lr: 0.000471, loss: 0.592339, avg_reader_cost: 0.01763 s, avg_batch_cost: 0.29989 s, avg_samples: 84.5, ips: 281.76860 samples/s, eta: 12:44:59 +[2025/07/21 17:44:23] openrec INFO: epoch: [20/100], global_step: 28440, lr: 0.000471, loss: 0.587533, avg_reader_cost: 0.00619 s, avg_batch_cost: 0.29411 s, 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samples/s, eta: 12:43:37 +[2025/07/21 17:44:53] openrec INFO: epoch: [20/100], global_step: 28540, lr: 0.000470, loss: 0.587831, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.28821 s, avg_samples: 88.8, ips: 308.10685 samples/s, eta: 12:43:28 +[2025/07/21 17:44:56] openrec INFO: epoch: [20/100], global_step: 28550, lr: 0.000470, loss: 0.542285, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28710 s, avg_samples: 101.0, ips: 351.79487 samples/s, eta: 12:43:20 +[2025/07/21 17:44:58] openrec INFO: epoch: [20/100], global_step: 28560, lr: 0.000470, loss: 0.543584, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.28682 s, avg_samples: 89.5, ips: 312.04039 samples/s, eta: 12:43:11 +[2025/07/21 17:45:01] openrec INFO: epoch: [20/100], global_step: 28570, lr: 0.000470, loss: 0.537659, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.28718 s, avg_samples: 128.0, ips: 445.70580 samples/s, eta: 12:43:03 +[2025/07/21 17:45:04] openrec INFO: epoch: [20/100], global_step: 28580, lr: 0.000470, loss: 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+[2025/07/21 17:45:19] openrec INFO: epoch: [20/100], global_step: 28630, lr: 0.000470, loss: 0.666066, avg_reader_cost: 0.00615 s, avg_batch_cost: 0.29269 s, avg_samples: 98.1, ips: 335.16590 samples/s, eta: 12:42:13 +[2025/07/21 17:45:22] openrec INFO: epoch: [20/100], global_step: 28640, lr: 0.000470, loss: 0.671011, avg_reader_cost: 0.00612 s, avg_batch_cost: 0.28986 s, avg_samples: 105.7, ips: 364.65822 samples/s, eta: 12:42:05 +[2025/07/21 17:45:25] openrec INFO: epoch: [20/100], global_step: 28650, lr: 0.000470, loss: 0.559902, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.28745 s, avg_samples: 98.1, ips: 341.27643 samples/s, eta: 12:41:57 +[2025/07/21 17:45:28] openrec INFO: epoch: [20/100], global_step: 28660, lr: 0.000470, loss: 0.564365, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.28780 s, avg_samples: 99.8, ips: 346.77180 samples/s, eta: 12:41:48 +[2025/07/21 17:45:30] openrec INFO: epoch: [20/100], global_step: 28670, lr: 0.000470, loss: 0.555434, avg_reader_cost: 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INFO: epoch: [20/100], global_step: 28720, lr: 0.000470, loss: 0.519483, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.30262 s, avg_samples: 79.8, ips: 263.69754 samples/s, eta: 12:41:00 +[2025/07/21 17:47:15] openrec INFO: cur metric, acc: 0.7714388962744808, norm_edit_dis: 0.8876432488133662, num_samples: 63646, fps: 1298.4587709394675 +[2025/07/21 17:47:15] openrec INFO: best metric, acc: 0.7732143417067506, norm_edit_dis: 0.8901053581471466, num_samples: 63646, fps: 1288.7098219185648, best_epoch: 19 +[2025/07/21 17:47:18] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 17:47:18] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_20.pth +[2025/07/21 17:47:22] openrec INFO: epoch: [21/100], global_step: 28730, lr: 0.000470, loss: 0.528706, avg_reader_cost: 9.38850 s, avg_batch_cost: 9.67309 s, avg_samples: 81.5, 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+[2025/07/21 17:53:25] openrec INFO: epoch: [21/100], global_step: 29970, lr: 0.000466, loss: 0.592737, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29289 s, avg_samples: 91.2, ips: 311.38386 samples/s, eta: 12:30:15 +[2025/07/21 17:53:28] openrec INFO: epoch: [21/100], global_step: 29980, lr: 0.000466, loss: 0.592921, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.28805 s, avg_samples: 92.6, ips: 321.47385 samples/s, eta: 12:30:07 +[2025/07/21 17:53:31] openrec INFO: epoch: [21/100], global_step: 29990, lr: 0.000466, loss: 0.647540, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.28827 s, avg_samples: 94.7, ips: 328.51546 samples/s, eta: 12:29:59 +[2025/07/21 17:53:34] openrec INFO: epoch: [21/100], global_step: 30000, lr: 0.000466, loss: 0.608465, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28768 s, avg_samples: 96.4, ips: 335.09268 samples/s, eta: 12:29:51 +[2025/07/21 17:55:01] openrec INFO: cur metric, acc: 0.7526945918435259, norm_edit_dis: 0.8722933736651807, num_samples: 63646, fps: 1324.617974633106 +[2025/07/21 17:55:01] openrec INFO: best metric, acc: 0.7732143417067506, norm_edit_dis: 0.8901053581471466, num_samples: 63646, fps: 1288.7098219185648, best_epoch: 19 +[2025/07/21 17:55:04] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/iter_latest.pth +[2025/07/21 17:55:07] openrec INFO: epoch: [21/100], global_step: 30010, lr: 0.000466, loss: 0.619396, avg_reader_cost: 8.99420 s, avg_batch_cost: 9.27371 s, avg_samples: 106.6, ips: 11.49486 samples/s, eta: 12:35:23 +[2025/07/21 17:55:10] openrec INFO: epoch: [21/100], global_step: 30020, lr: 0.000466, loss: 0.591605, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.29084 s, avg_samples: 90.9, ips: 312.54251 samples/s, eta: 12:35:15 +[2025/07/21 17:55:12] openrec INFO: epoch: [21/100], global_step: 30030, lr: 0.000466, loss: 0.550887, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.28865 s, avg_samples: 81.9, ips: 283.73907 samples/s, eta: 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avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29100 s, avg_samples: 99.0, ips: 340.20974 samples/s, eta: 12:34:27 +[2025/07/21 17:55:30] openrec INFO: epoch: [21/100], global_step: 30090, lr: 0.000466, loss: 0.556321, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29361 s, avg_samples: 87.1, ips: 296.64906 samples/s, eta: 12:34:19 +[2025/07/21 17:55:33] openrec INFO: epoch: [21/100], global_step: 30100, lr: 0.000466, loss: 0.513069, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29585 s, avg_samples: 83.3, ips: 281.56318 samples/s, eta: 12:34:11 +[2025/07/21 17:55:36] openrec INFO: epoch: [21/100], global_step: 30110, lr: 0.000466, loss: 0.528822, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29011 s, avg_samples: 87.9, ips: 302.99132 samples/s, eta: 12:34:03 +[2025/07/21 17:55:39] openrec INFO: epoch: [21/100], global_step: 30120, lr: 0.000466, loss: 0.593164, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.28293 s, avg_samples: 104.5, ips: 369.34400 samples/s, eta: 12:33:54 +[2025/07/21 17:55:42] openrec INFO: epoch: [21/100], global_step: 30130, lr: 0.000466, loss: 0.644659, avg_reader_cost: 0.00626 s, avg_batch_cost: 0.29702 s, avg_samples: 86.2, ips: 290.21817 samples/s, eta: 12:33:46 +[2025/07/21 17:55:45] openrec INFO: epoch: [21/100], global_step: 30140, lr: 0.000466, loss: 0.605280, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.28730 s, avg_samples: 91.4, ips: 318.13510 samples/s, eta: 12:33:38 +[2025/07/21 17:55:48] openrec INFO: epoch: [21/100], global_step: 30150, lr: 0.000466, loss: 0.600121, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.30102 s, avg_samples: 110.4, ips: 366.75368 samples/s, eta: 12:33:31 +[2025/07/21 17:55:49] openrec INFO: epoch: [21/100], global_step: 30156, lr: 0.000466, loss: 0.588255, avg_reader_cost: 0.00335 s, avg_batch_cost: 0.17561 s, avg_samples: 66.1, ips: 376.39941 samples/s, eta: 12:33:26 +[2025/07/21 17:57:18] openrec INFO: cur metric, acc: 0.7742670394409283, norm_edit_dis: 0.8893506318204392, num_samples: 63646, fps: 1315.1939617205373 +[2025/07/21 17:57:19] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 17:57:19] openrec INFO: best metric, acc: 0.7742670394409283, norm_edit_dis: 0.8893506318204392, num_samples: 63646, fps: 1315.1939617205373, best_epoch: 21 +[2025/07/21 17:57:21] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 17:57:22] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_21.pth +[2025/07/21 17:57:24] openrec INFO: epoch: [22/100], global_step: 30160, lr: 0.000466, loss: 0.580073, avg_reader_cost: 9.30495 s, avg_batch_cost: 9.41791 s, avg_samples: 42.2, ips: 4.48082 samples/s, eta: 12:39:12 +[2025/07/21 17:57:26] openrec INFO: epoch: [22/100], global_step: 30170, lr: 0.000466, loss: 0.513063, avg_reader_cost: 0.00631 s, avg_batch_cost: 0.29288 s, avg_samples: 92.6, ips: 316.16614 samples/s, eta: 12:39:04 +[2025/07/21 17:57:29] openrec INFO: epoch: [22/100], global_step: 30180, lr: 0.000466, loss: 0.511551, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.28933 s, avg_samples: 76.8, ips: 265.43642 samples/s, eta: 12:38:56 +[2025/07/21 17:57:32] openrec INFO: epoch: [22/100], global_step: 30190, lr: 0.000466, loss: 0.528105, avg_reader_cost: 0.00606 s, avg_batch_cost: 0.28857 s, avg_samples: 104.5, ips: 362.12755 samples/s, eta: 12:38:48 +[2025/07/21 17:57:35] openrec INFO: epoch: [22/100], global_step: 30200, lr: 0.000466, loss: 0.528105, avg_reader_cost: 0.00550 s, avg_batch_cost: 0.29118 s, avg_samples: 96.7, ips: 332.10238 samples/s, eta: 12:38:40 +[2025/07/21 17:57:38] openrec INFO: epoch: [22/100], global_step: 30210, lr: 0.000466, loss: 0.514415, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.28545 s, avg_samples: 87.0, ips: 304.77815 samples/s, eta: 12:38:31 +[2025/07/21 17:57:41] openrec INFO: epoch: [22/100], global_step: 30220, lr: 0.000466, loss: 0.531288, avg_reader_cost: 0.00605 s, avg_batch_cost: 0.29545 s, avg_samples: 100.2, ips: 339.14242 samples/s, eta: 12:38:23 +[2025/07/21 17:57:44] openrec INFO: epoch: [22/100], global_step: 30230, lr: 0.000466, loss: 0.611862, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.28360 s, avg_samples: 102.4, ips: 361.06839 samples/s, eta: 12:38:15 +[2025/07/21 17:57:47] openrec INFO: epoch: [22/100], global_step: 30240, lr: 0.000466, loss: 0.572890, avg_reader_cost: 0.00559 s, avg_batch_cost: 0.28784 s, avg_samples: 85.0, ips: 295.30247 samples/s, eta: 12:38:07 +[2025/07/21 17:57:50] openrec INFO: epoch: [22/100], global_step: 30250, lr: 0.000466, loss: 0.545263, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29030 s, avg_samples: 94.7, ips: 326.21106 samples/s, eta: 12:37:59 +[2025/07/21 17:57:53] openrec INFO: epoch: [22/100], global_step: 30260, lr: 0.000466, loss: 0.566974, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.28417 s, avg_samples: 102.4, ips: 360.34232 samples/s, eta: 12:37:50 +[2025/07/21 17:57:56] openrec INFO: epoch: [22/100], global_step: 30270, lr: 0.000466, loss: 0.531072, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29271 s, avg_samples: 91.7, ips: 313.28324 samples/s, eta: 12:37:42 +[2025/07/21 17:57:58] openrec INFO: epoch: [22/100], global_step: 30280, lr: 0.000465, loss: 0.474947, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.28988 s, avg_samples: 93.5, ips: 322.54741 samples/s, eta: 12:37:34 +[2025/07/21 17:58:01] openrec INFO: epoch: [22/100], global_step: 30290, lr: 0.000465, loss: 0.542968, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.29151 s, avg_samples: 83.2, ips: 285.41095 samples/s, eta: 12:37:26 +[2025/07/21 17:58:04] openrec INFO: epoch: [22/100], global_step: 30300, lr: 0.000465, loss: 0.549153, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29442 s, avg_samples: 99.0, ips: 336.25833 samples/s, eta: 12:37:18 +[2025/07/21 17:58:07] openrec INFO: epoch: [22/100], global_step: 30310, lr: 0.000465, loss: 0.509261, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.28790 s, avg_samples: 96.8, ips: 336.23168 samples/s, eta: 12:37:10 +[2025/07/21 17:58:10] openrec INFO: epoch: [22/100], global_step: 30320, lr: 0.000465, loss: 0.506351, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29439 s, avg_samples: 93.4, ips: 317.26093 samples/s, eta: 12:37:02 +[2025/07/21 17:58:13] openrec INFO: epoch: [22/100], global_step: 30330, lr: 0.000465, loss: 0.518915, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.28812 s, avg_samples: 100.2, ips: 347.77299 samples/s, eta: 12:36:53 +[2025/07/21 17:58:16] openrec INFO: epoch: [22/100], global_step: 30340, lr: 0.000465, loss: 0.470762, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29048 s, avg_samples: 97.3, ips: 334.96035 samples/s, eta: 12:36:45 +[2025/07/21 17:58:19] openrec INFO: epoch: [22/100], global_step: 30350, lr: 0.000465, loss: 0.499588, avg_reader_cost: 0.00618 s, avg_batch_cost: 0.29350 s, avg_samples: 107.1, ips: 364.90895 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+[2025/07/21 17:58:48] openrec INFO: epoch: [22/100], global_step: 30450, lr: 0.000465, loss: 0.692160, avg_reader_cost: 0.00608 s, avg_batch_cost: 0.29343 s, avg_samples: 97.2, ips: 331.24977 samples/s, eta: 12:35:16 +[2025/07/21 17:58:51] openrec INFO: epoch: [22/100], global_step: 30460, lr: 0.000465, loss: 0.750019, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.28733 s, avg_samples: 92.1, ips: 320.54121 samples/s, eta: 12:35:08 +[2025/07/21 17:58:54] openrec INFO: epoch: [22/100], global_step: 30470, lr: 0.000465, loss: 0.630536, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29369 s, avg_samples: 80.7, ips: 274.78409 samples/s, eta: 12:35:00 +[2025/07/21 17:58:57] openrec INFO: epoch: [22/100], global_step: 30480, lr: 0.000465, loss: 0.567400, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.29014 s, avg_samples: 99.0, ips: 341.21556 samples/s, eta: 12:34:52 +[2025/07/21 17:59:00] openrec INFO: epoch: [22/100], global_step: 30490, lr: 0.000465, loss: 0.511615, avg_reader_cost: 0.00580 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epoch: [22/100], global_step: 30540, lr: 0.000465, loss: 0.434551, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29951 s, avg_samples: 97.6, ips: 325.86223 samples/s, eta: 12:34:04 +[2025/07/21 17:59:18] openrec INFO: epoch: [22/100], global_step: 30550, lr: 0.000465, loss: 0.486816, avg_reader_cost: 0.00597 s, avg_batch_cost: 0.29720 s, avg_samples: 80.7, ips: 271.53570 samples/s, eta: 12:33:56 +[2025/07/21 17:59:21] openrec INFO: epoch: [22/100], global_step: 30560, lr: 0.000465, loss: 0.532188, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29596 s, avg_samples: 103.3, ips: 349.02812 samples/s, eta: 12:33:49 +[2025/07/21 17:59:24] openrec INFO: epoch: [22/100], global_step: 30570, lr: 0.000465, loss: 0.593708, avg_reader_cost: 0.00562 s, avg_batch_cost: 0.29496 s, avg_samples: 94.6, ips: 320.72490 samples/s, eta: 12:33:41 +[2025/07/21 17:59:27] openrec INFO: epoch: [22/100], global_step: 30580, lr: 0.000465, loss: 0.619114, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.29190 s, 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openrec INFO: epoch: [22/100], global_step: 31500, lr: 0.000462, loss: 0.522295, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.30220 s, avg_samples: 90.8, ips: 300.46063 samples/s, eta: 12:21:28 +[2025/07/21 18:03:59] openrec INFO: epoch: [22/100], global_step: 31510, lr: 0.000462, loss: 0.534642, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.28939 s, avg_samples: 87.1, ips: 300.97530 samples/s, eta: 12:21:20 +[2025/07/21 18:04:02] openrec INFO: epoch: [22/100], global_step: 31520, lr: 0.000462, loss: 0.538682, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.28981 s, avg_samples: 100.7, ips: 347.46736 samples/s, eta: 12:21:12 +[2025/07/21 18:04:04] openrec INFO: epoch: [22/100], global_step: 31530, lr: 0.000462, loss: 0.480322, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29383 s, avg_samples: 90.9, ips: 309.36134 samples/s, eta: 12:21:04 +[2025/07/21 18:04:07] openrec INFO: epoch: [22/100], global_step: 31540, lr: 0.000462, loss: 0.484441, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.28632 s, avg_samples: 101.1, ips: 353.10658 samples/s, eta: 12:20:57 +[2025/07/21 18:04:10] openrec INFO: epoch: [22/100], global_step: 31550, lr: 0.000462, loss: 0.589444, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.28818 s, avg_samples: 96.0, ips: 333.12172 samples/s, eta: 12:20:49 +[2025/07/21 18:04:13] openrec INFO: epoch: [22/100], global_step: 31560, lr: 0.000462, loss: 0.599926, avg_reader_cost: 0.00644 s, avg_batch_cost: 0.29630 s, avg_samples: 101.0, ips: 340.86862 samples/s, eta: 12:20:41 +[2025/07/21 18:04:16] openrec INFO: epoch: [22/100], global_step: 31570, lr: 0.000462, loss: 0.499018, avg_reader_cost: 0.00638 s, avg_batch_cost: 0.28915 s, avg_samples: 108.8, ips: 376.27805 samples/s, eta: 12:20:33 +[2025/07/21 18:04:19] openrec INFO: epoch: [22/100], global_step: 31580, lr: 0.000462, loss: 0.453175, avg_reader_cost: 0.00634 s, avg_batch_cost: 0.29353 s, avg_samples: 94.7, ips: 322.62913 samples/s, eta: 12:20:26 +[2025/07/21 18:04:22] openrec INFO: epoch: [22/100], global_step: 31590, lr: 0.000462, loss: 0.503995, avg_reader_cost: 0.01208 s, avg_batch_cost: 0.29838 s, avg_samples: 100.2, ips: 335.81018 samples/s, eta: 12:20:18 +[2025/07/21 18:04:23] openrec INFO: epoch: [22/100], global_step: 31592, lr: 0.000462, loss: 0.506895, avg_reader_cost: 0.00120 s, avg_batch_cost: 0.05723 s, avg_samples: 13.7, ips: 239.37867 samples/s, eta: 12:20:17 +[2025/07/21 18:05:52] openrec INFO: cur metric, acc: 0.7764824182546456, norm_edit_dis: 0.8917797664946921, num_samples: 63646, fps: 1305.6881687801595 +[2025/07/21 18:05:52] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 18:05:52] openrec INFO: best metric, acc: 0.7764824182546456, norm_edit_dis: 0.8917797664946921, num_samples: 63646, fps: 1305.6881687801595, best_epoch: 22 +[2025/07/21 18:05:55] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 18:05:55] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_22.pth +[2025/07/21 18:05:59] openrec INFO: epoch: [23/100], global_step: 31600, lr: 0.000462, loss: 0.577246, avg_reader_cost: 9.37579 s, avg_batch_cost: 9.60011 s, avg_samples: 78.0, ips: 8.12490 samples/s, eta: 12:25:43 +[2025/07/21 18:06:02] openrec INFO: epoch: [23/100], global_step: 31610, lr: 0.000461, loss: 0.476478, avg_reader_cost: 0.00555 s, avg_batch_cost: 0.28734 s, avg_samples: 110.6, ips: 384.90955 samples/s, eta: 12:25:35 +[2025/07/21 18:06:04] openrec INFO: epoch: [23/100], global_step: 31620, lr: 0.000461, loss: 0.427576, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.28853 s, avg_samples: 96.9, ips: 335.83836 samples/s, eta: 12:25:27 +[2025/07/21 18:06:07] openrec INFO: epoch: [23/100], global_step: 31630, lr: 0.000461, loss: 0.432126, avg_reader_cost: 0.00622 s, avg_batch_cost: 0.29308 s, avg_samples: 85.3, ips: 291.04904 samples/s, eta: 12:25:19 +[2025/07/21 18:06:10] openrec INFO: epoch: [23/100], global_step: 31640, lr: 0.000461, loss: 0.464225, avg_reader_cost: 0.00613 s, avg_batch_cost: 0.28532 s, avg_samples: 76.7, ips: 268.82477 samples/s, eta: 12:25:11 +[2025/07/21 18:06:13] openrec INFO: epoch: [23/100], global_step: 31650, lr: 0.000461, loss: 0.528104, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28896 s, avg_samples: 95.0, ips: 328.76571 samples/s, eta: 12:25:03 +[2025/07/21 18:06:16] openrec INFO: epoch: [23/100], global_step: 31660, lr: 0.000461, loss: 0.510672, avg_reader_cost: 0.00610 s, avg_batch_cost: 0.28842 s, avg_samples: 101.1, ips: 350.53426 samples/s, eta: 12:24:55 +[2025/07/21 18:06:19] openrec INFO: epoch: [23/100], global_step: 31670, lr: 0.000461, loss: 0.499178, avg_reader_cost: 0.00597 s, avg_batch_cost: 0.29118 s, avg_samples: 101.9, ips: 349.95611 samples/s, eta: 12:24:47 +[2025/07/21 18:06:22] openrec INFO: epoch: [23/100], global_step: 31680, lr: 0.000461, loss: 0.507606, avg_reader_cost: 0.00617 s, avg_batch_cost: 0.29419 s, avg_samples: 95.5, ips: 324.62017 samples/s, eta: 12:24:40 +[2025/07/21 18:06:25] openrec INFO: epoch: [23/100], global_step: 31690, lr: 0.000461, loss: 0.470225, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.28759 s, avg_samples: 93.5, ips: 325.11356 samples/s, eta: 12:24:32 +[2025/07/21 18:06:28] openrec INFO: epoch: [23/100], global_step: 31700, lr: 0.000461, loss: 0.515671, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29175 s, avg_samples: 95.0, ips: 325.61893 samples/s, eta: 12:24:24 +[2025/07/21 18:06:31] openrec INFO: epoch: [23/100], global_step: 31710, lr: 0.000461, loss: 0.513028, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29319 s, avg_samples: 96.9, ips: 330.49912 samples/s, eta: 12:24:16 +[2025/07/21 18:06:34] openrec INFO: epoch: [23/100], global_step: 31720, lr: 0.000461, loss: 0.488667, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.28409 s, avg_samples: 101.6, ips: 357.63300 samples/s, eta: 12:24:08 +[2025/07/21 18:06:37] openrec INFO: epoch: [23/100], global_step: 31730, lr: 0.000461, loss: 0.529850, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29388 s, avg_samples: 119.0, ips: 404.92579 samples/s, eta: 12:24:00 +[2025/07/21 18:06:39] openrec INFO: epoch: [23/100], global_step: 31740, lr: 0.000461, loss: 0.512962, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.28967 s, avg_samples: 102.8, ips: 354.88558 samples/s, eta: 12:23:53 +[2025/07/21 18:06:42] openrec INFO: epoch: [23/100], global_step: 31750, lr: 0.000461, loss: 0.435787, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.28837 s, avg_samples: 92.1, ips: 319.38424 samples/s, eta: 12:23:45 +[2025/07/21 18:06:45] openrec INFO: epoch: [23/100], global_step: 31760, lr: 0.000461, loss: 0.472085, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29254 s, avg_samples: 122.8, ips: 419.77538 samples/s, eta: 12:23:37 +[2025/07/21 18:06:48] openrec INFO: epoch: [23/100], global_step: 31770, lr: 0.000461, loss: 0.498430, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.28740 s, avg_samples: 104.5, ips: 363.60508 samples/s, eta: 12:23:29 +[2025/07/21 18:06:51] openrec INFO: epoch: [23/100], global_step: 31780, lr: 0.000461, loss: 0.542433, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.29355 s, avg_samples: 106.2, ips: 361.78136 samples/s, eta: 12:23:21 +[2025/07/21 18:06:54] openrec INFO: epoch: [23/100], global_step: 31790, lr: 0.000461, loss: 0.535808, avg_reader_cost: 0.00563 s, avg_batch_cost: 0.29810 s, avg_samples: 92.0, ips: 308.62312 samples/s, eta: 12:23:14 +[2025/07/21 18:06:57] openrec INFO: epoch: [23/100], global_step: 31800, lr: 0.000461, loss: 0.515684, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.28629 s, avg_samples: 91.2, ips: 318.56049 samples/s, eta: 12:23:06 +[2025/07/21 18:07:00] openrec INFO: epoch: [23/100], global_step: 31810, lr: 0.000461, loss: 0.511139, avg_reader_cost: 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INFO: epoch: [23/100], global_step: 31860, lr: 0.000461, loss: 0.495872, avg_reader_cost: 0.00622 s, avg_batch_cost: 0.28999 s, avg_samples: 106.2, ips: 366.21736 samples/s, eta: 12:22:19 +[2025/07/21 18:07:17] openrec INFO: epoch: [23/100], global_step: 31870, lr: 0.000461, loss: 0.493324, avg_reader_cost: 0.00667 s, avg_batch_cost: 0.28945 s, avg_samples: 85.3, ips: 294.69895 samples/s, eta: 12:22:11 +[2025/07/21 18:07:20] openrec INFO: epoch: [23/100], global_step: 31880, lr: 0.000461, loss: 0.527165, avg_reader_cost: 0.00608 s, avg_batch_cost: 0.28765 s, avg_samples: 76.0, ips: 264.20570 samples/s, eta: 12:22:04 +[2025/07/21 18:07:23] openrec INFO: epoch: [23/100], global_step: 31890, lr: 0.000461, loss: 0.542986, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29647 s, avg_samples: 92.0, ips: 310.31418 samples/s, eta: 12:21:56 +[2025/07/21 18:07:26] openrec INFO: epoch: [23/100], global_step: 31900, lr: 0.000461, loss: 0.517158, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29246 s, 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31950, lr: 0.000460, loss: 0.568094, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29435 s, avg_samples: 106.2, ips: 360.79339 samples/s, eta: 12:21:10 +[2025/07/21 18:07:44] openrec INFO: epoch: [23/100], global_step: 31960, lr: 0.000460, loss: 0.611580, avg_reader_cost: 0.00614 s, avg_batch_cost: 0.30424 s, avg_samples: 91.2, ips: 299.76336 samples/s, eta: 12:21:03 +[2025/07/21 18:07:47] openrec INFO: epoch: [23/100], global_step: 31970, lr: 0.000460, loss: 0.609707, avg_reader_cost: 0.00634 s, avg_batch_cost: 0.29195 s, avg_samples: 97.8, ips: 334.99082 samples/s, eta: 12:20:55 +[2025/07/21 18:07:50] openrec INFO: epoch: [23/100], global_step: 31980, lr: 0.000460, loss: 0.630506, avg_reader_cost: 0.00619 s, avg_batch_cost: 0.30132 s, avg_samples: 96.4, ips: 319.92530 samples/s, eta: 12:20:47 +[2025/07/21 18:07:53] openrec INFO: epoch: [23/100], global_step: 31990, lr: 0.000460, loss: 0.536724, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.29801 s, avg_samples: 97.3, ips: 326.49604 samples/s, eta: 12:20:40 +[2025/07/21 18:07:56] openrec INFO: epoch: [23/100], global_step: 32000, lr: 0.000460, loss: 0.536724, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.29308 s, avg_samples: 99.3, ips: 338.81069 samples/s, eta: 12:20:32 +[2025/07/21 18:09:23] openrec INFO: cur metric, acc: 0.7691606698348425, norm_edit_dis: 0.8867097864256501, num_samples: 63646, fps: 1327.340728073519 +[2025/07/21 18:09:23] openrec INFO: best metric, acc: 0.7764824182546456, norm_edit_dis: 0.8917797664946921, num_samples: 63646, fps: 1305.6881687801595, best_epoch: 22 +[2025/07/21 18:09:26] openrec INFO: epoch: [23/100], global_step: 32010, lr: 0.000460, loss: 0.502683, avg_reader_cost: 8.75538 s, avg_batch_cost: 9.04046 s, avg_samples: 101.4, ips: 11.21624 samples/s, eta: 12:25:30 +[2025/07/21 18:09:29] openrec INFO: epoch: [23/100], global_step: 32020, lr: 0.000460, loss: 0.479548, avg_reader_cost: 0.00614 s, avg_batch_cost: 0.29334 s, avg_samples: 112.1, ips: 382.14781 samples/s, eta: 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+[2025/07/21 18:13:06] openrec INFO: epoch: [23/100], global_step: 32760, lr: 0.000458, loss: 0.507502, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.28782 s, avg_samples: 102.4, ips: 355.78074 samples/s, eta: 12:15:52 +[2025/07/21 18:13:09] openrec INFO: epoch: [23/100], global_step: 32770, lr: 0.000458, loss: 0.482379, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29574 s, avg_samples: 91.7, ips: 310.07440 samples/s, eta: 12:15:44 +[2025/07/21 18:13:12] openrec INFO: epoch: [23/100], global_step: 32780, lr: 0.000458, loss: 0.523238, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.28505 s, avg_samples: 92.9, ips: 325.91078 samples/s, eta: 12:15:36 +[2025/07/21 18:13:15] openrec INFO: epoch: [23/100], global_step: 32790, lr: 0.000458, loss: 0.540302, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.28425 s, avg_samples: 115.2, ips: 405.27705 samples/s, eta: 12:15:29 +[2025/07/21 18:13:18] openrec INFO: epoch: [23/100], global_step: 32800, lr: 0.000458, loss: 0.583520, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.28713 s, avg_samples: 100.2, ips: 348.97149 samples/s, eta: 12:15:21 +[2025/07/21 18:13:21] openrec INFO: epoch: [23/100], global_step: 32810, lr: 0.000458, loss: 0.585798, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29156 s, avg_samples: 89.1, ips: 305.59959 samples/s, eta: 12:15:13 +[2025/07/21 18:13:24] openrec INFO: epoch: [23/100], global_step: 32820, lr: 0.000458, loss: 0.519998, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.29109 s, avg_samples: 107.5, ips: 369.30167 samples/s, eta: 12:15:06 +[2025/07/21 18:13:27] openrec INFO: epoch: [23/100], global_step: 32830, lr: 0.000458, loss: 0.575258, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.28781 s, avg_samples: 90.0, ips: 312.70149 samples/s, eta: 12:14:58 +[2025/07/21 18:13:29] openrec INFO: epoch: [23/100], global_step: 32840, lr: 0.000458, loss: 0.579799, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.28615 s, avg_samples: 95.2, ips: 332.69733 samples/s, eta: 12:14:50 +[2025/07/21 18:13:32] openrec INFO: epoch: [23/100], global_step: 32850, lr: 0.000458, loss: 0.507561, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29775 s, avg_samples: 99.9, ips: 335.51597 samples/s, eta: 12:14:43 +[2025/07/21 18:13:35] openrec INFO: epoch: [23/100], global_step: 32860, lr: 0.000458, loss: 0.521879, avg_reader_cost: 0.00762 s, avg_batch_cost: 0.28995 s, avg_samples: 97.6, ips: 336.60482 samples/s, eta: 12:14:35 +[2025/07/21 18:13:38] openrec INFO: epoch: [23/100], global_step: 32870, lr: 0.000458, loss: 0.474253, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.28705 s, avg_samples: 100.2, ips: 349.07221 samples/s, eta: 12:14:27 +[2025/07/21 18:13:41] openrec INFO: epoch: [23/100], global_step: 32880, lr: 0.000458, loss: 0.484486, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.28836 s, avg_samples: 91.2, ips: 316.27541 samples/s, eta: 12:14:20 +[2025/07/21 18:13:44] openrec INFO: epoch: [23/100], global_step: 32890, lr: 0.000457, loss: 0.524410, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.28467 s, avg_samples: 104.5, ips: 367.08877 samples/s, eta: 12:14:12 +[2025/07/21 18:13:47] openrec INFO: epoch: [23/100], global_step: 32900, lr: 0.000457, loss: 0.603368, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28865 s, avg_samples: 103.3, ips: 357.87586 samples/s, eta: 12:14:04 +[2025/07/21 18:13:50] openrec INFO: epoch: [23/100], global_step: 32910, lr: 0.000457, loss: 0.587766, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29204 s, avg_samples: 94.3, ips: 322.90454 samples/s, eta: 12:13:57 +[2025/07/21 18:13:53] openrec INFO: epoch: [23/100], global_step: 32920, lr: 0.000457, loss: 0.553211, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.28949 s, avg_samples: 86.9, ips: 300.17926 samples/s, eta: 12:13:49 +[2025/07/21 18:13:56] openrec INFO: epoch: [23/100], global_step: 32930, lr: 0.000457, loss: 0.547275, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.29684 s, avg_samples: 92.1, ips: 310.26724 samples/s, eta: 12:13:42 +[2025/07/21 18:13:59] openrec INFO: epoch: [23/100], global_step: 32940, lr: 0.000457, loss: 0.524919, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.28958 s, avg_samples: 89.1, ips: 307.68719 samples/s, eta: 12:13:34 +[2025/07/21 18:14:02] openrec INFO: epoch: [23/100], global_step: 32950, lr: 0.000457, loss: 0.548726, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29262 s, avg_samples: 85.0, ips: 290.48071 samples/s, eta: 12:13:27 +[2025/07/21 18:14:04] openrec INFO: epoch: [23/100], global_step: 32960, lr: 0.000457, loss: 0.583798, avg_reader_cost: 0.00625 s, avg_batch_cost: 0.29115 s, avg_samples: 91.7, ips: 314.95558 samples/s, eta: 12:13:19 +[2025/07/21 18:14:07] openrec INFO: epoch: [23/100], global_step: 32970, lr: 0.000457, loss: 0.587332, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29052 s, avg_samples: 94.3, ips: 324.58727 samples/s, eta: 12:13:12 +[2025/07/21 18:14:10] openrec INFO: epoch: [23/100], global_step: 32980, lr: 0.000457, loss: 0.505440, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.28860 s, avg_samples: 98.1, ips: 339.91101 samples/s, eta: 12:13:04 +[2025/07/21 18:14:13] openrec INFO: epoch: [23/100], global_step: 32990, lr: 0.000457, loss: 0.506767, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.29258 s, avg_samples: 100.7, ips: 344.18295 samples/s, eta: 12:12:56 +[2025/07/21 18:14:16] openrec INFO: epoch: [23/100], global_step: 33000, lr: 0.000457, loss: 0.445505, avg_reader_cost: 0.00620 s, avg_batch_cost: 0.28830 s, avg_samples: 85.9, ips: 297.95683 samples/s, eta: 12:12:49 +[2025/07/21 18:14:19] openrec INFO: epoch: [23/100], global_step: 33010, lr: 0.000457, loss: 0.409873, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.29769 s, avg_samples: 102.3, ips: 343.64661 samples/s, eta: 12:12:41 +[2025/07/21 18:14:22] openrec INFO: epoch: [23/100], global_step: 33020, lr: 0.000457, loss: 0.475587, avg_reader_cost: 0.01892 s, avg_batch_cost: 0.30576 s, avg_samples: 90.0, ips: 294.35055 samples/s, eta: 12:12:34 +[2025/07/21 18:14:25] openrec INFO: epoch: [23/100], global_step: 33028, lr: 0.000457, loss: 0.500306, avg_reader_cost: 0.00489 s, avg_batch_cost: 0.23839 s, avg_samples: 74.2, ips: 311.25791 samples/s, eta: 12:12:29 +[2025/07/21 18:15:53] openrec INFO: cur metric, acc: 0.785438204948396, norm_edit_dis: 0.897618844088851, num_samples: 63646, fps: 1313.6683348793606 +[2025/07/21 18:15:54] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 18:15:54] openrec INFO: best metric, acc: 0.785438204948396, norm_edit_dis: 0.897618844088851, num_samples: 63646, fps: 1313.6683348793606, best_epoch: 23 +[2025/07/21 18:15:56] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 18:15:57] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_23.pth +[2025/07/21 18:15:58] openrec INFO: epoch: [24/100], global_step: 33030, lr: 0.000457, loss: 0.522650, avg_reader_cost: 9.32760 s, avg_batch_cost: 9.38308 s, avg_samples: 23.0, ips: 2.45122 samples/s, eta: 12:17:39 +[2025/07/21 18:16:01] openrec INFO: epoch: [24/100], global_step: 33040, lr: 0.000457, loss: 0.412549, avg_reader_cost: 0.00490 s, avg_batch_cost: 0.29033 s, avg_samples: 90.4, ips: 311.36501 samples/s, eta: 12:17:32 +[2025/07/21 18:16:04] openrec INFO: epoch: [24/100], global_step: 33050, lr: 0.000457, loss: 0.413215, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29610 s, avg_samples: 89.7, ips: 302.93527 samples/s, eta: 12:17:24 +[2025/07/21 18:16:07] openrec INFO: epoch: [24/100], global_step: 33060, lr: 0.000457, loss: 0.489881, avg_reader_cost: 0.00562 s, avg_batch_cost: 0.29175 s, avg_samples: 105.2, ips: 360.58313 samples/s, eta: 12:17:16 +[2025/07/21 18:16:10] openrec INFO: epoch: [24/100], global_step: 33070, lr: 0.000457, loss: 0.465024, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.29025 s, avg_samples: 78.4, ips: 270.11382 samples/s, eta: 12:17:09 +[2025/07/21 18:16:13] openrec INFO: epoch: [24/100], global_step: 33080, lr: 0.000457, loss: 0.449953, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.28794 s, avg_samples: 108.3, ips: 376.11900 samples/s, eta: 12:17:01 +[2025/07/21 18:16:16] openrec INFO: epoch: [24/100], global_step: 33090, lr: 0.000457, loss: 0.462584, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.28836 s, avg_samples: 105.4, ips: 365.51850 samples/s, eta: 12:16:53 +[2025/07/21 18:16:19] openrec INFO: epoch: [24/100], global_step: 33100, lr: 0.000457, loss: 0.523245, avg_reader_cost: 0.00606 s, avg_batch_cost: 0.28934 s, avg_samples: 99.8, ips: 344.91969 samples/s, eta: 12:16:46 +[2025/07/21 18:16:22] openrec INFO: epoch: [24/100], global_step: 33110, lr: 0.000457, loss: 0.543279, avg_reader_cost: 0.00615 s, avg_batch_cost: 0.30042 s, avg_samples: 91.4, ips: 304.24459 samples/s, eta: 12:16:38 +[2025/07/21 18:16:25] openrec INFO: epoch: [24/100], global_step: 33120, lr: 0.000457, loss: 0.539374, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.28582 s, avg_samples: 99.8, ips: 349.17654 samples/s, eta: 12:16:30 +[2025/07/21 18:16:28] openrec INFO: epoch: [24/100], global_step: 33130, lr: 0.000457, loss: 0.487954, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29466 s, avg_samples: 104.0, ips: 352.95274 samples/s, eta: 12:16:23 +[2025/07/21 18:16:31] openrec INFO: epoch: [24/100], global_step: 33140, lr: 0.000457, loss: 0.500709, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29475 s, avg_samples: 89.6, ips: 303.98141 samples/s, eta: 12:16:15 +[2025/07/21 18:16:34] openrec INFO: epoch: [24/100], global_step: 33150, lr: 0.000457, loss: 0.523103, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.28820 s, avg_samples: 88.3, ips: 306.38438 samples/s, eta: 12:16:08 +[2025/07/21 18:16:37] openrec INFO: epoch: [24/100], global_step: 33160, lr: 0.000457, loss: 0.486954, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29277 s, avg_samples: 87.1, ips: 297.49899 samples/s, eta: 12:16:00 +[2025/07/21 18:16:39] openrec INFO: epoch: [24/100], global_step: 33170, lr: 0.000457, loss: 0.478326, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.29020 s, avg_samples: 113.5, ips: 391.10303 samples/s, eta: 12:15:53 +[2025/07/21 18:16:42] openrec INFO: epoch: [24/100], global_step: 33180, lr: 0.000457, loss: 0.522016, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29301 s, avg_samples: 90.0, ips: 307.15728 samples/s, eta: 12:15:45 +[2025/07/21 18:16:45] openrec INFO: epoch: [24/100], global_step: 33190, lr: 0.000457, loss: 0.526330, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.28804 s, avg_samples: 90.5, ips: 314.19560 samples/s, eta: 12:15:37 +[2025/07/21 18:16:48] openrec INFO: epoch: [24/100], global_step: 33200, lr: 0.000456, loss: 0.509680, avg_reader_cost: 0.00612 s, avg_batch_cost: 0.28991 s, avg_samples: 104.5, ips: 360.45808 samples/s, eta: 12:15:30 +[2025/07/21 18:16:51] openrec INFO: epoch: [24/100], global_step: 33210, lr: 0.000456, loss: 0.509680, avg_reader_cost: 0.00602 s, 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epoch: [24/100], global_step: 33260, lr: 0.000456, loss: 0.511631, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29082 s, avg_samples: 93.4, ips: 321.15996 samples/s, eta: 12:14:44 +[2025/07/21 18:17:09] openrec INFO: epoch: [24/100], global_step: 33270, lr: 0.000456, loss: 0.504283, avg_reader_cost: 0.00630 s, avg_batch_cost: 0.28806 s, avg_samples: 91.4, ips: 317.29646 samples/s, eta: 12:14:36 +[2025/07/21 18:17:11] openrec INFO: epoch: [24/100], global_step: 33280, lr: 0.000456, loss: 0.494428, avg_reader_cost: 0.00617 s, avg_batch_cost: 0.29070 s, avg_samples: 106.2, ips: 365.32600 samples/s, eta: 12:14:28 +[2025/07/21 18:17:14] openrec INFO: epoch: [24/100], global_step: 33290, lr: 0.000456, loss: 0.494428, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.29428 s, avg_samples: 96.4, ips: 327.58267 samples/s, eta: 12:14:21 +[2025/07/21 18:17:17] openrec INFO: epoch: [24/100], global_step: 33300, lr: 0.000456, loss: 0.474935, avg_reader_cost: 0.00616 s, avg_batch_cost: 0.30202 s, 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33990, lr: 0.000454, loss: 0.515654, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29448 s, avg_samples: 87.4, ips: 296.79739 samples/s, eta: 12:05:36 +[2025/07/21 18:20:42] openrec INFO: epoch: [24/100], global_step: 34000, lr: 0.000454, loss: 0.542777, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29506 s, avg_samples: 87.0, ips: 294.85741 samples/s, eta: 12:05:29 +[2025/07/21 18:22:11] openrec INFO: cur metric, acc: 0.7781478803415536, norm_edit_dis: 0.8925271553784963, num_samples: 63646, fps: 1313.0568697737629 +[2025/07/21 18:22:11] openrec INFO: best metric, acc: 0.785438204948396, norm_edit_dis: 0.897618844088851, num_samples: 63646, fps: 1313.6683348793606, best_epoch: 23 +[2025/07/21 18:22:14] openrec INFO: epoch: [24/100], global_step: 34010, lr: 0.000454, loss: 0.520225, avg_reader_cost: 8.91454 s, avg_batch_cost: 9.19583 s, avg_samples: 81.5, ips: 8.86271 samples/s, eta: 12:10:08 +[2025/07/21 18:22:17] openrec INFO: epoch: [24/100], global_step: 34020, lr: 0.000454, loss: 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+[2025/07/21 18:22:31] openrec INFO: epoch: [24/100], global_step: 34070, lr: 0.000454, loss: 0.585164, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.28642 s, avg_samples: 106.6, ips: 372.18203 samples/s, eta: 12:09:23 +[2025/07/21 18:22:34] openrec INFO: epoch: [24/100], global_step: 34080, lr: 0.000454, loss: 0.468818, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29437 s, avg_samples: 90.5, ips: 307.43327 samples/s, eta: 12:09:16 +[2025/07/21 18:22:37] openrec INFO: epoch: [24/100], global_step: 34090, lr: 0.000454, loss: 0.473132, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29057 s, avg_samples: 92.6, ips: 318.68909 samples/s, eta: 12:09:08 +[2025/07/21 18:22:40] openrec INFO: epoch: [24/100], global_step: 34100, lr: 0.000454, loss: 0.477333, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.28772 s, avg_samples: 92.3, ips: 320.80080 samples/s, eta: 12:09:01 +[2025/07/21 18:22:43] openrec INFO: epoch: [24/100], global_step: 34110, lr: 0.000453, loss: 0.485746, avg_reader_cost: 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openrec INFO: epoch: [24/100], global_step: 34160, lr: 0.000453, loss: 0.534505, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.28928 s, avg_samples: 98.5, ips: 340.49650 samples/s, eta: 12:08:16 +[2025/07/21 18:23:01] openrec INFO: epoch: [24/100], global_step: 34170, lr: 0.000453, loss: 0.477918, avg_reader_cost: 0.00608 s, avg_batch_cost: 0.28627 s, avg_samples: 113.0, ips: 394.73741 samples/s, eta: 12:08:08 +[2025/07/21 18:23:04] openrec INFO: epoch: [24/100], global_step: 34180, lr: 0.000453, loss: 0.477918, avg_reader_cost: 0.00563 s, avg_batch_cost: 0.29761 s, avg_samples: 95.2, ips: 319.88180 samples/s, eta: 12:08:01 +[2025/07/21 18:23:07] openrec INFO: epoch: [24/100], global_step: 34190, lr: 0.000453, loss: 0.464312, avg_reader_cost: 0.00670 s, avg_batch_cost: 0.29417 s, avg_samples: 102.8, ips: 349.45553 samples/s, eta: 12:07:54 +[2025/07/21 18:23:10] openrec INFO: epoch: [24/100], global_step: 34200, lr: 0.000453, loss: 0.436528, avg_reader_cost: 0.00581 s, avg_batch_cost: 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global_step: 34250, lr: 0.000453, loss: 0.543904, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29544 s, avg_samples: 85.0, ips: 287.70934 samples/s, eta: 12:07:09 +[2025/07/21 18:23:27] openrec INFO: epoch: [24/100], global_step: 34260, lr: 0.000453, loss: 0.552011, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29163 s, avg_samples: 115.6, ips: 396.39754 samples/s, eta: 12:07:02 +[2025/07/21 18:23:30] openrec INFO: epoch: [24/100], global_step: 34270, lr: 0.000453, loss: 0.557487, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.28667 s, avg_samples: 105.7, ips: 368.71889 samples/s, eta: 12:06:54 +[2025/07/21 18:23:33] openrec INFO: epoch: [24/100], global_step: 34280, lr: 0.000453, loss: 0.482082, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29592 s, avg_samples: 97.1, ips: 328.13230 samples/s, eta: 12:06:47 +[2025/07/21 18:23:36] openrec INFO: epoch: [24/100], global_step: 34290, lr: 0.000453, loss: 0.483701, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29434 s, avg_samples: 84.8, ips: 288.10024 samples/s, eta: 12:06:40 +[2025/07/21 18:23:39] openrec INFO: epoch: [24/100], global_step: 34300, lr: 0.000453, loss: 0.538322, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.29256 s, avg_samples: 101.9, ips: 348.30385 samples/s, eta: 12:06:32 +[2025/07/21 18:23:42] openrec INFO: epoch: [24/100], global_step: 34310, lr: 0.000453, loss: 0.521839, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.28673 s, avg_samples: 101.6, ips: 354.33643 samples/s, eta: 12:06:25 +[2025/07/21 18:23:45] openrec INFO: epoch: [24/100], global_step: 34320, lr: 0.000453, loss: 0.519318, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.28970 s, avg_samples: 96.4, ips: 332.76199 samples/s, eta: 12:06:17 +[2025/07/21 18:23:48] openrec INFO: epoch: [24/100], global_step: 34330, lr: 0.000453, loss: 0.445199, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29580 s, avg_samples: 94.7, ips: 320.14450 samples/s, eta: 12:06:10 +[2025/07/21 18:23:51] openrec INFO: epoch: [24/100], global_step: 34340, lr: 0.000453, loss: 0.487024, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.28970 s, avg_samples: 91.7, ips: 316.53595 samples/s, eta: 12:06:03 +[2025/07/21 18:23:54] openrec INFO: epoch: [24/100], global_step: 34350, lr: 0.000453, loss: 0.457495, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.28891 s, avg_samples: 93.8, ips: 324.66316 samples/s, eta: 12:05:55 +[2025/07/21 18:23:56] openrec INFO: epoch: [24/100], global_step: 34360, lr: 0.000453, loss: 0.490072, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.28732 s, avg_samples: 104.5, ips: 363.70858 samples/s, eta: 12:05:48 +[2025/07/21 18:23:59] openrec INFO: epoch: [24/100], global_step: 34370, lr: 0.000453, loss: 0.539581, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29030 s, avg_samples: 91.4, ips: 314.84634 samples/s, eta: 12:05:40 +[2025/07/21 18:24:02] openrec INFO: epoch: [24/100], global_step: 34380, lr: 0.000453, loss: 0.512241, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.28950 s, avg_samples: 97.6, ips: 337.12741 samples/s, eta: 12:05:33 +[2025/07/21 18:24:05] openrec INFO: epoch: [24/100], global_step: 34390, lr: 0.000453, loss: 0.515295, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29684 s, avg_samples: 77.7, ips: 261.75905 samples/s, eta: 12:05:25 +[2025/07/21 18:24:08] openrec INFO: epoch: [24/100], global_step: 34400, lr: 0.000452, loss: 0.424543, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.28976 s, avg_samples: 82.3, ips: 284.03079 samples/s, eta: 12:05:18 +[2025/07/21 18:24:11] openrec INFO: epoch: [24/100], global_step: 34410, lr: 0.000452, loss: 0.453630, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.28869 s, avg_samples: 102.8, ips: 356.08993 samples/s, eta: 12:05:11 +[2025/07/21 18:24:14] openrec INFO: epoch: [24/100], global_step: 34420, lr: 0.000452, loss: 0.499065, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.29635 s, avg_samples: 104.5, ips: 352.62756 samples/s, eta: 12:05:03 +[2025/07/21 18:24:17] openrec INFO: epoch: [24/100], global_step: 34430, lr: 0.000452, loss: 0.481317, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.28572 s, avg_samples: 82.2, ips: 287.69730 samples/s, eta: 12:04:56 +[2025/07/21 18:24:20] openrec INFO: epoch: [24/100], global_step: 34440, lr: 0.000452, loss: 0.546110, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.29493 s, avg_samples: 101.9, ips: 345.50939 samples/s, eta: 12:04:49 +[2025/07/21 18:24:23] openrec INFO: epoch: [24/100], global_step: 34450, lr: 0.000452, loss: 0.493888, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.29316 s, avg_samples: 82.7, ips: 282.10215 samples/s, eta: 12:04:41 +[2025/07/21 18:24:26] openrec INFO: epoch: [24/100], global_step: 34460, lr: 0.000452, loss: 0.485840, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29027 s, avg_samples: 87.8, ips: 302.47607 samples/s, eta: 12:04:34 +[2025/07/21 18:24:27] openrec INFO: epoch: [24/100], global_step: 34464, lr: 0.000452, loss: 0.458695, avg_reader_cost: 0.00231 s, avg_batch_cost: 0.11691 s, avg_samples: 42.2, ips: 360.95405 samples/s, eta: 12:04:31 +[2025/07/21 18:25:57] openrec INFO: cur metric, acc: 0.7800333091191852, norm_edit_dis: 0.8921996988907899, num_samples: 63646, fps: 1305.337451907519 +[2025/07/21 18:25:57] openrec INFO: best metric, acc: 0.785438204948396, norm_edit_dis: 0.897618844088851, num_samples: 63646, fps: 1313.6683348793606, best_epoch: 23 +[2025/07/21 18:25:59] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 18:26:00] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_24.pth +[2025/07/21 18:26:03] openrec INFO: epoch: [25/100], global_step: 34470, lr: 0.000452, loss: 0.477807, avg_reader_cost: 9.38469 s, avg_batch_cost: 9.55666 s, avg_samples: 52.1, ips: 5.45169 samples/s, eta: 12:09:23 +[2025/07/21 18:26:05] openrec INFO: epoch: [25/100], global_step: 34480, lr: 0.000452, loss: 0.477807, avg_reader_cost: 0.00521 s, avg_batch_cost: 0.28789 s, 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+[2025/07/21 18:28:34] openrec INFO: epoch: [25/100], global_step: 34990, lr: 0.000450, loss: 0.537384, avg_reader_cost: 0.00607 s, avg_batch_cost: 0.29186 s, avg_samples: 104.5, ips: 358.05147 samples/s, eta: 12:02:56 +[2025/07/21 18:28:37] openrec INFO: epoch: [25/100], global_step: 35000, lr: 0.000450, loss: 0.511829, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.28957 s, avg_samples: 87.4, ips: 301.82469 samples/s, eta: 12:02:49 +[2025/07/21 18:28:40] openrec INFO: epoch: [25/100], global_step: 35010, lr: 0.000450, loss: 0.501022, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.30415 s, avg_samples: 92.9, ips: 305.44390 samples/s, eta: 12:02:42 +[2025/07/21 18:28:43] openrec INFO: epoch: [25/100], global_step: 35020, lr: 0.000450, loss: 0.491789, avg_reader_cost: 0.00605 s, avg_batch_cost: 0.28977 s, avg_samples: 97.6, ips: 336.81793 samples/s, eta: 12:02:34 +[2025/07/21 18:28:46] openrec INFO: epoch: [25/100], global_step: 35030, lr: 0.000450, loss: 0.488977, avg_reader_cost: 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avg_batch_cost: 0.30374 s, avg_samples: 101.0, ips: 332.51972 samples/s, eta: 11:57:30 +[2025/07/21 18:30:50] openrec INFO: epoch: [25/100], global_step: 35450, lr: 0.000449, loss: 0.520060, avg_reader_cost: 0.00605 s, avg_batch_cost: 0.29970 s, avg_samples: 103.6, ips: 345.68036 samples/s, eta: 11:57:23 +[2025/07/21 18:30:52] openrec INFO: epoch: [25/100], global_step: 35460, lr: 0.000449, loss: 0.396491, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.28717 s, avg_samples: 87.1, ips: 303.30770 samples/s, eta: 11:57:15 +[2025/07/21 18:30:55] openrec INFO: epoch: [25/100], global_step: 35470, lr: 0.000449, loss: 0.413103, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.29345 s, avg_samples: 90.9, ips: 309.76425 samples/s, eta: 11:57:08 +[2025/07/21 18:30:58] openrec INFO: epoch: [25/100], global_step: 35480, lr: 0.000449, loss: 0.486981, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.28733 s, avg_samples: 97.6, ips: 339.67530 samples/s, eta: 11:57:01 +[2025/07/21 18:31:01] openrec INFO: epoch: [25/100], global_step: 35490, lr: 0.000449, loss: 0.525128, avg_reader_cost: 0.00609 s, avg_batch_cost: 0.29753 s, avg_samples: 85.4, ips: 287.03447 samples/s, eta: 11:56:54 +[2025/07/21 18:31:04] openrec INFO: epoch: [25/100], global_step: 35500, lr: 0.000449, loss: 0.531372, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.28975 s, avg_samples: 94.3, ips: 325.45428 samples/s, eta: 11:56:47 +[2025/07/21 18:31:07] openrec INFO: epoch: [25/100], global_step: 35510, lr: 0.000449, loss: 0.564994, avg_reader_cost: 0.00562 s, avg_batch_cost: 0.29312 s, avg_samples: 99.0, ips: 337.74827 samples/s, eta: 11:56:39 +[2025/07/21 18:31:10] openrec INFO: epoch: [25/100], global_step: 35520, lr: 0.000449, loss: 0.563827, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29349 s, avg_samples: 104.0, ips: 354.35363 samples/s, eta: 11:56:32 +[2025/07/21 18:31:13] openrec INFO: epoch: [25/100], global_step: 35530, lr: 0.000449, loss: 0.490186, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.29271 s, avg_samples: 87.9, ips: 300.29811 samples/s, eta: 11:56:25 +[2025/07/21 18:31:16] openrec INFO: epoch: [25/100], global_step: 35540, lr: 0.000449, loss: 0.451423, avg_reader_cost: 0.00626 s, avg_batch_cost: 0.28832 s, avg_samples: 91.4, ips: 317.00598 samples/s, eta: 11:56:18 +[2025/07/21 18:31:19] openrec INFO: epoch: [25/100], global_step: 35550, lr: 0.000449, loss: 0.475389, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.28988 s, avg_samples: 96.4, ips: 332.55158 samples/s, eta: 11:56:10 +[2025/07/21 18:31:22] openrec INFO: epoch: [25/100], global_step: 35560, lr: 0.000449, loss: 0.497699, avg_reader_cost: 0.01661 s, avg_batch_cost: 0.30123 s, avg_samples: 95.9, ips: 318.36090 samples/s, eta: 11:56:04 +[2025/07/21 18:31:25] openrec INFO: epoch: [25/100], global_step: 35570, lr: 0.000448, loss: 0.509702, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.29183 s, avg_samples: 112.6, ips: 385.84628 samples/s, eta: 11:55:56 +[2025/07/21 18:31:28] openrec INFO: epoch: [25/100], global_step: 35580, lr: 0.000448, loss: 0.478882, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29897 s, avg_samples: 84.5, ips: 282.63944 samples/s, eta: 11:55:49 +[2025/07/21 18:31:31] openrec INFO: epoch: [25/100], global_step: 35590, lr: 0.000448, loss: 0.491219, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.28614 s, avg_samples: 98.1, ips: 342.83544 samples/s, eta: 11:55:42 +[2025/07/21 18:31:34] openrec INFO: epoch: [25/100], global_step: 35600, lr: 0.000448, loss: 0.508604, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.30043 s, avg_samples: 106.2, ips: 353.48815 samples/s, eta: 11:55:35 +[2025/07/21 18:31:37] openrec INFO: epoch: [25/100], global_step: 35610, lr: 0.000448, loss: 0.533210, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.29076 s, avg_samples: 87.0, ips: 299.21529 samples/s, eta: 11:55:28 +[2025/07/21 18:31:40] openrec INFO: epoch: [25/100], global_step: 35620, lr: 0.000448, loss: 0.533888, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.29971 s, avg_samples: 95.5, ips: 318.64304 samples/s, eta: 11:55:21 +[2025/07/21 18:31:43] openrec INFO: epoch: [25/100], global_step: 35630, lr: 0.000448, loss: 0.533775, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.28753 s, avg_samples: 90.5, ips: 314.74959 samples/s, eta: 11:55:14 +[2025/07/21 18:31:46] openrec INFO: epoch: [25/100], global_step: 35640, lr: 0.000448, loss: 0.574128, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.29489 s, avg_samples: 96.0, ips: 325.54623 samples/s, eta: 11:55:07 +[2025/07/21 18:31:49] openrec INFO: epoch: [25/100], global_step: 35650, lr: 0.000448, loss: 0.488017, avg_reader_cost: 0.00562 s, avg_batch_cost: 0.29479 s, avg_samples: 99.0, ips: 335.83071 samples/s, eta: 11:54:59 +[2025/07/21 18:31:51] openrec INFO: epoch: [25/100], global_step: 35660, lr: 0.000448, loss: 0.437797, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28796 s, avg_samples: 103.6, ips: 359.77409 samples/s, eta: 11:54:52 +[2025/07/21 18:31:54] openrec INFO: epoch: [25/100], global_step: 35670, lr: 0.000448, loss: 0.476255, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.28296 s, avg_samples: 93.4, ips: 330.08290 samples/s, eta: 11:54:45 +[2025/07/21 18:31:57] openrec INFO: epoch: [25/100], global_step: 35680, lr: 0.000448, loss: 0.477711, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29960 s, avg_samples: 96.7, ips: 322.76571 samples/s, eta: 11:54:38 +[2025/07/21 18:32:00] openrec INFO: epoch: [25/100], global_step: 35690, lr: 0.000448, loss: 0.457923, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.28997 s, avg_samples: 85.3, ips: 294.16943 samples/s, eta: 11:54:31 +[2025/07/21 18:32:03] openrec INFO: epoch: [25/100], global_step: 35700, lr: 0.000448, loss: 0.468072, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.28939 s, avg_samples: 103.6, ips: 357.99040 samples/s, eta: 11:54:23 +[2025/07/21 18:32:06] openrec INFO: epoch: [25/100], global_step: 35710, lr: 0.000448, loss: 0.474669, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.28715 s, avg_samples: 106.1, ips: 369.49010 samples/s, eta: 11:54:16 +[2025/07/21 18:32:09] openrec INFO: epoch: [25/100], global_step: 35720, lr: 0.000448, loss: 0.455338, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29592 s, avg_samples: 105.4, ips: 356.17836 samples/s, eta: 11:54:09 +[2025/07/21 18:32:12] openrec INFO: epoch: [25/100], global_step: 35730, lr: 0.000448, loss: 0.428614, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.28937 s, avg_samples: 93.8, ips: 324.15112 samples/s, eta: 11:54:02 +[2025/07/21 18:32:15] openrec INFO: epoch: [25/100], global_step: 35740, lr: 0.000448, loss: 0.426643, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29117 s, avg_samples: 83.6, ips: 287.11864 samples/s, eta: 11:53:55 +[2025/07/21 18:32:18] openrec INFO: epoch: [25/100], global_step: 35750, lr: 0.000448, loss: 0.464360, avg_reader_cost: 0.00607 s, avg_batch_cost: 0.29574 s, avg_samples: 98.1, ips: 331.70988 samples/s, eta: 11:53:48 +[2025/07/21 18:32:21] openrec INFO: epoch: [25/100], global_step: 35760, lr: 0.000448, loss: 0.448241, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.29029 s, avg_samples: 108.8, ips: 374.80125 samples/s, eta: 11:53:40 +[2025/07/21 18:32:24] openrec INFO: epoch: [25/100], global_step: 35770, lr: 0.000448, loss: 0.455353, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.28433 s, avg_samples: 95.5, ips: 335.88179 samples/s, eta: 11:53:33 +[2025/07/21 18:32:27] openrec INFO: epoch: [25/100], global_step: 35780, lr: 0.000448, loss: 0.465575, avg_reader_cost: 0.00597 s, avg_batch_cost: 0.29659 s, avg_samples: 91.7, ips: 309.17835 samples/s, eta: 11:53:26 +[2025/07/21 18:32:29] openrec INFO: epoch: [25/100], global_step: 35790, lr: 0.000448, loss: 0.462234, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.29179 s, avg_samples: 92.6, ips: 317.35250 samples/s, eta: 11:53:19 +[2025/07/21 18:32:32] openrec INFO: epoch: [25/100], global_step: 35800, lr: 0.000448, loss: 0.473487, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.29075 s, avg_samples: 92.1, ips: 316.76184 samples/s, eta: 11:53:12 +[2025/07/21 18:32:35] openrec INFO: epoch: [25/100], global_step: 35810, lr: 0.000448, loss: 0.499731, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29506 s, avg_samples: 95.5, ips: 323.66033 samples/s, eta: 11:53:05 +[2025/07/21 18:32:38] openrec INFO: epoch: [25/100], global_step: 35820, lr: 0.000448, loss: 0.495240, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29443 s, avg_samples: 89.6, ips: 304.31401 samples/s, eta: 11:52:58 +[2025/07/21 18:32:41] openrec INFO: epoch: [25/100], global_step: 35830, lr: 0.000448, loss: 0.526793, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29226 s, avg_samples: 89.1, ips: 304.86299 samples/s, eta: 11:52:51 +[2025/07/21 18:32:44] openrec INFO: epoch: [25/100], global_step: 35840, lr: 0.000448, loss: 0.557475, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.28820 s, avg_samples: 99.8, ips: 346.28292 samples/s, eta: 11:52:43 +[2025/07/21 18:32:47] openrec INFO: epoch: [25/100], global_step: 35850, lr: 0.000447, loss: 0.529016, avg_reader_cost: 0.00607 s, avg_batch_cost: 0.29792 s, avg_samples: 85.3, ips: 286.31576 samples/s, eta: 11:52:36 +[2025/07/21 18:32:50] openrec INFO: epoch: [25/100], global_step: 35860, lr: 0.000447, loss: 0.482112, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29059 s, avg_samples: 88.3, ips: 303.86121 samples/s, eta: 11:52:29 +[2025/07/21 18:32:53] openrec INFO: epoch: [25/100], global_step: 35870, lr: 0.000447, loss: 0.502439, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.29800 s, avg_samples: 106.2, ips: 356.37766 samples/s, eta: 11:52:22 +[2025/07/21 18:32:56] openrec INFO: epoch: [25/100], global_step: 35880, lr: 0.000447, loss: 0.506402, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.28717 s, avg_samples: 93.5, ips: 325.58981 samples/s, eta: 11:52:15 +[2025/07/21 18:32:59] openrec INFO: epoch: [25/100], global_step: 35890, lr: 0.000447, loss: 0.512912, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29152 s, avg_samples: 86.2, ips: 295.68828 samples/s, eta: 11:52:08 +[2025/07/21 18:33:02] openrec INFO: epoch: [25/100], global_step: 35900, lr: 0.000447, loss: 0.618670, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29095 s, avg_samples: 96.0, ips: 329.95672 samples/s, eta: 11:52:01 +[2025/07/21 18:34:30] openrec INFO: cur metric, acc: 0.7509819940371771, norm_edit_dis: 0.8715505398084832, num_samples: 63646, fps: 1315.4486401015401 +[2025/07/21 18:34:30] openrec INFO: best metric, acc: 0.785438204948396, norm_edit_dis: 0.897618844088851, num_samples: 63646, fps: 1313.6683348793606, best_epoch: 23 +[2025/07/21 18:34:32] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 18:34:33] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_25.pth +[2025/07/21 18:34:37] openrec INFO: epoch: [26/100], global_step: 35910, lr: 0.000447, loss: 0.608141, avg_reader_cost: 9.23928 s, avg_batch_cost: 9.52829 s, avg_samples: 93.4, ips: 9.80239 samples/s, eta: 11:56:31 +[2025/07/21 18:34:40] openrec INFO: epoch: [26/100], global_step: 35920, lr: 0.000447, loss: 0.588563, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29444 s, avg_samples: 108.3, ips: 367.81892 samples/s, eta: 11:56:23 +[2025/07/21 18:34:43] openrec INFO: epoch: [26/100], global_step: 35930, lr: 0.000447, loss: 0.548142, avg_reader_cost: 0.00559 s, avg_batch_cost: 0.28582 s, avg_samples: 87.1, ips: 304.73475 samples/s, eta: 11:56:16 +[2025/07/21 18:34:46] openrec INFO: epoch: [26/100], global_step: 35940, lr: 0.000447, loss: 0.550500, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.29179 s, avg_samples: 100.2, ips: 343.39483 samples/s, eta: 11:56:09 +[2025/07/21 18:34:49] openrec INFO: epoch: [26/100], global_step: 35950, lr: 0.000447, loss: 0.550500, avg_reader_cost: 0.00562 s, avg_batch_cost: 0.28836 s, avg_samples: 84.4, ips: 292.69098 samples/s, eta: 11:56:02 +[2025/07/21 18:34:52] openrec INFO: epoch: [26/100], global_step: 35960, lr: 0.000447, loss: 0.544971, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.28944 s, avg_samples: 84.4, ips: 291.59333 samples/s, eta: 11:55:54 +[2025/07/21 18:34:55] openrec INFO: epoch: [26/100], global_step: 35970, lr: 0.000447, loss: 0.504731, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28459 s, avg_samples: 88.8, ips: 312.02270 samples/s, eta: 11:55:47 +[2025/07/21 18:34:57] openrec INFO: epoch: [26/100], global_step: 35980, lr: 0.000447, loss: 0.482237, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.28405 s, avg_samples: 92.9, ips: 327.06013 samples/s, eta: 11:55:39 +[2025/07/21 18:35:00] openrec INFO: epoch: [26/100], global_step: 35990, lr: 0.000447, loss: 0.509902, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.28607 s, avg_samples: 85.3, ips: 298.18372 samples/s, eta: 11:55:32 +[2025/07/21 18:35:03] openrec INFO: epoch: [26/100], global_step: 36000, lr: 0.000447, loss: 0.436637, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.28671 s, avg_samples: 86.2, ips: 300.65415 samples/s, eta: 11:55:25 +[2025/07/21 18:36:30] openrec INFO: cur metric, acc: 0.780253275809909, norm_edit_dis: 0.8924286525624061, num_samples: 63646, fps: 1335.929701459323 +[2025/07/21 18:36:30] openrec INFO: best metric, acc: 0.785438204948396, norm_edit_dis: 0.897618844088851, num_samples: 63646, fps: 1313.6683348793606, best_epoch: 23 +[2025/07/21 18:36:33] openrec INFO: epoch: [26/100], global_step: 36010, lr: 0.000447, loss: 0.424411, avg_reader_cost: 8.72741 s, avg_batch_cost: 9.00427 s, avg_samples: 108.8, ips: 12.08315 samples/s, eta: 11:59:38 +[2025/07/21 18:36:36] openrec INFO: epoch: [26/100], global_step: 36020, lr: 0.000447, loss: 0.405701, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.28912 s, avg_samples: 97.8, ips: 338.27225 samples/s, eta: 11:59:31 +[2025/07/21 18:36:39] openrec INFO: epoch: [26/100], global_step: 36030, lr: 0.000447, loss: 0.421603, avg_reader_cost: 0.00563 s, avg_batch_cost: 0.29004 s, avg_samples: 104.0, ips: 358.56614 samples/s, eta: 11:59:23 +[2025/07/21 18:36:42] openrec INFO: epoch: [26/100], global_step: 36040, lr: 0.000447, loss: 0.545260, avg_reader_cost: 0.00610 s, avg_batch_cost: 0.29086 s, avg_samples: 91.7, ips: 315.27574 samples/s, eta: 11:59:16 +[2025/07/21 18:36:45] openrec INFO: epoch: [26/100], global_step: 36050, lr: 0.000447, loss: 0.551594, avg_reader_cost: 0.00613 s, avg_batch_cost: 0.27977 s, avg_samples: 95.5, ips: 341.35320 samples/s, eta: 11:59:08 +[2025/07/21 18:36:48] openrec INFO: epoch: [26/100], global_step: 36060, lr: 0.000447, loss: 0.540674, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29117 s, avg_samples: 110.0, ips: 377.78892 samples/s, eta: 11:59:01 +[2025/07/21 18:36:51] openrec INFO: epoch: [26/100], global_step: 36070, lr: 0.000447, loss: 0.470956, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28565 s, avg_samples: 89.6, ips: 313.67446 samples/s, eta: 11:58:53 +[2025/07/21 18:36:53] openrec INFO: epoch: [26/100], global_step: 36080, lr: 0.000447, loss: 0.426341, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.28991 s, avg_samples: 92.6, ips: 319.41002 samples/s, eta: 11:58:46 +[2025/07/21 18:36:56] openrec INFO: epoch: [26/100], global_step: 36090, lr: 0.000447, loss: 0.478247, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29510 s, avg_samples: 99.8, ips: 338.18561 samples/s, eta: 11:58:39 +[2025/07/21 18:36:59] openrec INFO: epoch: [26/100], global_step: 36100, lr: 0.000447, loss: 0.499563, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.28560 s, avg_samples: 107.8, ips: 377.44651 samples/s, eta: 11:58:32 +[2025/07/21 18:37:02] openrec INFO: epoch: [26/100], global_step: 36110, lr: 0.000447, loss: 0.501746, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.28698 s, avg_samples: 91.7, ips: 319.53867 samples/s, eta: 11:58:24 +[2025/07/21 18:37:05] openrec INFO: epoch: [26/100], global_step: 36120, lr: 0.000447, loss: 0.510840, avg_reader_cost: 0.00551 s, avg_batch_cost: 0.29015 s, avg_samples: 99.9, ips: 344.31002 samples/s, eta: 11:58:17 +[2025/07/21 18:37:08] openrec INFO: epoch: [26/100], global_step: 36130, lr: 0.000446, loss: 0.514719, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29265 s, avg_samples: 122.5, ips: 418.59563 samples/s, eta: 11:58:10 +[2025/07/21 18:37:11] openrec INFO: epoch: [26/100], global_step: 36140, lr: 0.000446, loss: 0.508462, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.28492 s, avg_samples: 103.6, ips: 363.60719 samples/s, eta: 11:58:02 +[2025/07/21 18:37:14] openrec INFO: epoch: [26/100], global_step: 36150, lr: 0.000446, loss: 0.479886, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.29618 s, avg_samples: 106.2, ips: 358.56604 samples/s, eta: 11:57:55 +[2025/07/21 18:37:17] openrec INFO: epoch: [26/100], global_step: 36160, lr: 0.000446, loss: 0.412617, avg_reader_cost: 0.00560 s, avg_batch_cost: 0.29488 s, avg_samples: 88.8, ips: 301.14426 samples/s, eta: 11:57:48 +[2025/07/21 18:37:20] openrec INFO: epoch: [26/100], global_step: 36170, lr: 0.000446, loss: 0.368728, avg_reader_cost: 0.00625 s, avg_batch_cost: 0.29211 s, avg_samples: 103.2, ips: 353.29605 samples/s, eta: 11:57:41 +[2025/07/21 18:37:23] openrec INFO: epoch: [26/100], global_step: 36180, lr: 0.000446, loss: 0.493920, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.28883 s, avg_samples: 107.1, ips: 370.80272 samples/s, eta: 11:57:33 +[2025/07/21 18:37:26] openrec INFO: epoch: [26/100], global_step: 36190, lr: 0.000446, loss: 0.533184, avg_reader_cost: 0.00562 s, avg_batch_cost: 0.28840 s, avg_samples: 91.4, ips: 316.91999 samples/s, eta: 11:57:26 +[2025/07/21 18:37:29] openrec INFO: epoch: [26/100], global_step: 36200, lr: 0.000446, loss: 0.423952, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.29048 s, avg_samples: 98.5, ips: 339.09364 samples/s, eta: 11:57:19 +[2025/07/21 18:37:31] openrec INFO: epoch: [26/100], global_step: 36210, lr: 0.000446, loss: 0.445099, avg_reader_cost: 0.00597 s, avg_batch_cost: 0.29077 s, avg_samples: 86.9, ips: 298.86017 samples/s, eta: 11:57:11 +[2025/07/21 18:37:34] openrec INFO: epoch: [26/100], global_step: 36220, lr: 0.000446, loss: 0.525259, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.28643 s, avg_samples: 106.2, ips: 370.76742 samples/s, eta: 11:57:04 +[2025/07/21 18:37:37] openrec INFO: epoch: [26/100], global_step: 36230, lr: 0.000446, loss: 0.636218, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.29609 s, avg_samples: 95.5, ips: 322.53288 samples/s, eta: 11:56:57 +[2025/07/21 18:37:40] openrec INFO: epoch: [26/100], global_step: 36240, lr: 0.000446, loss: 0.563119, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29468 s, avg_samples: 85.0, ips: 288.45133 samples/s, eta: 11:56:50 +[2025/07/21 18:37:43] openrec INFO: epoch: [26/100], global_step: 36250, lr: 0.000446, loss: 0.562944, avg_reader_cost: 0.00607 s, avg_batch_cost: 0.29248 s, avg_samples: 92.6, ips: 316.60680 samples/s, eta: 11:56:43 +[2025/07/21 18:37:46] openrec INFO: epoch: [26/100], global_step: 36260, lr: 0.000446, loss: 0.695294, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.28949 s, avg_samples: 84.1, ips: 290.50759 samples/s, eta: 11:56:35 +[2025/07/21 18:37:49] openrec INFO: epoch: [26/100], global_step: 36270, lr: 0.000446, loss: 0.682470, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.29008 s, avg_samples: 78.9, ips: 271.99586 samples/s, eta: 11:56:28 +[2025/07/21 18:37:52] openrec INFO: epoch: [26/100], global_step: 36280, lr: 0.000446, loss: 0.603872, avg_reader_cost: 0.00607 s, avg_batch_cost: 0.29117 s, avg_samples: 96.0, ips: 329.70983 samples/s, eta: 11:56:21 +[2025/07/21 18:37:55] openrec INFO: epoch: [26/100], global_step: 36290, lr: 0.000446, loss: 0.644033, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.29126 s, avg_samples: 87.4, ips: 300.07855 samples/s, eta: 11:56:13 +[2025/07/21 18:37:58] openrec INFO: epoch: [26/100], global_step: 36300, lr: 0.000446, loss: 0.656721, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.28878 s, avg_samples: 99.8, ips: 345.59777 samples/s, eta: 11:56:06 +[2025/07/21 18:38:01] openrec INFO: epoch: [26/100], global_step: 36310, lr: 0.000446, loss: 0.486218, avg_reader_cost: 0.00606 s, 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epoch: [26/100], global_step: 36360, lr: 0.000446, loss: 0.564088, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29442 s, avg_samples: 80.2, ips: 272.39622 samples/s, eta: 11:55:23 +[2025/07/21 18:38:18] openrec INFO: epoch: [26/100], global_step: 36370, lr: 0.000446, loss: 0.520340, avg_reader_cost: 0.00650 s, avg_batch_cost: 0.29572 s, avg_samples: 92.6, ips: 313.13348 samples/s, eta: 11:55:16 +[2025/07/21 18:38:22] openrec INFO: epoch: [26/100], global_step: 36380, lr: 0.000446, loss: 0.504770, avg_reader_cost: 0.02028 s, avg_batch_cost: 0.31385 s, avg_samples: 96.8, ips: 308.42631 samples/s, eta: 11:55:09 +[2025/07/21 18:38:24] openrec INFO: epoch: [26/100], global_step: 36390, lr: 0.000446, loss: 0.504409, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.28571 s, avg_samples: 80.7, ips: 282.44969 samples/s, eta: 11:55:02 +[2025/07/21 18:38:27] openrec INFO: epoch: [26/100], global_step: 36400, lr: 0.000446, loss: 0.454168, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29300 s, 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+[2025/07/21 18:39:23] openrec INFO: epoch: [26/100], global_step: 36590, lr: 0.000445, loss: 0.498777, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29099 s, avg_samples: 95.5, ips: 328.19358 samples/s, eta: 11:52:39 +[2025/07/21 18:39:26] openrec INFO: epoch: [26/100], global_step: 36600, lr: 0.000445, loss: 0.436445, avg_reader_cost: 0.00558 s, avg_batch_cost: 0.28920 s, avg_samples: 102.4, ips: 354.07702 samples/s, eta: 11:52:32 +[2025/07/21 18:39:29] openrec INFO: epoch: [26/100], global_step: 36610, lr: 0.000445, loss: 0.504680, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29023 s, avg_samples: 89.6, ips: 308.72530 samples/s, eta: 11:52:24 +[2025/07/21 18:39:32] openrec INFO: epoch: [26/100], global_step: 36620, lr: 0.000445, loss: 0.523220, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.29101 s, avg_samples: 94.3, ips: 324.04268 samples/s, eta: 11:52:17 +[2025/07/21 18:39:35] openrec INFO: epoch: [26/100], global_step: 36630, lr: 0.000445, loss: 0.530265, avg_reader_cost: 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+[2025/07/21 18:40:57] openrec INFO: epoch: [26/100], global_step: 36910, lr: 0.000444, loss: 0.527799, avg_reader_cost: 0.00606 s, avg_batch_cost: 0.28807 s, avg_samples: 96.9, ips: 336.37846 samples/s, eta: 11:48:51 +[2025/07/21 18:41:00] openrec INFO: epoch: [26/100], global_step: 36920, lr: 0.000444, loss: 0.528704, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.29598 s, avg_samples: 90.5, ips: 305.76282 samples/s, eta: 11:48:44 +[2025/07/21 18:41:03] openrec INFO: epoch: [26/100], global_step: 36930, lr: 0.000444, loss: 0.465170, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29331 s, avg_samples: 105.4, ips: 359.34431 samples/s, eta: 11:48:37 +[2025/07/21 18:41:06] openrec INFO: epoch: [26/100], global_step: 36940, lr: 0.000444, loss: 0.524429, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29472 s, avg_samples: 92.6, ips: 314.19822 samples/s, eta: 11:48:30 +[2025/07/21 18:41:09] openrec INFO: epoch: [26/100], global_step: 36950, lr: 0.000444, loss: 0.675321, avg_reader_cost: 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INFO: epoch: [26/100], global_step: 37000, lr: 0.000443, loss: 0.513618, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.28884 s, avg_samples: 94.7, ips: 327.86241 samples/s, eta: 11:47:48 +[2025/07/21 18:41:26] openrec INFO: epoch: [26/100], global_step: 37010, lr: 0.000443, loss: 0.636429, avg_reader_cost: 0.00617 s, avg_batch_cost: 0.29136 s, avg_samples: 104.5, ips: 358.66714 samples/s, eta: 11:47:41 +[2025/07/21 18:41:29] openrec INFO: epoch: [26/100], global_step: 37020, lr: 0.000443, loss: 0.636429, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.28431 s, avg_samples: 94.7, ips: 333.08879 samples/s, eta: 11:47:34 +[2025/07/21 18:41:32] openrec INFO: epoch: [26/100], global_step: 37030, lr: 0.000443, loss: 0.585461, avg_reader_cost: 0.00641 s, avg_batch_cost: 0.29124 s, avg_samples: 89.1, ips: 305.92832 samples/s, eta: 11:47:26 +[2025/07/21 18:41:35] openrec INFO: epoch: [26/100], global_step: 37040, lr: 0.000443, loss: 0.550666, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.28931 s, 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+[2025/07/21 18:42:31] openrec INFO: epoch: [26/100], global_step: 37230, lr: 0.000443, loss: 0.464670, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.29265 s, avg_samples: 87.9, ips: 300.36064 samples/s, eta: 11:45:06 +[2025/07/21 18:42:34] openrec INFO: epoch: [26/100], global_step: 37240, lr: 0.000442, loss: 0.475106, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.29215 s, avg_samples: 99.0, ips: 338.86996 samples/s, eta: 11:44:59 +[2025/07/21 18:42:37] openrec INFO: epoch: [26/100], global_step: 37250, lr: 0.000442, loss: 0.544005, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29312 s, avg_samples: 102.3, ips: 349.00805 samples/s, eta: 11:44:52 +[2025/07/21 18:42:40] openrec INFO: epoch: [26/100], global_step: 37260, lr: 0.000442, loss: 0.479717, avg_reader_cost: 0.00542 s, avg_batch_cost: 0.28763 s, avg_samples: 95.6, ips: 332.37254 samples/s, eta: 11:44:45 +[2025/07/21 18:42:42] openrec INFO: epoch: [26/100], global_step: 37270, lr: 0.000442, loss: 0.446163, avg_reader_cost: 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INFO: epoch: [26/100], global_step: 37320, lr: 0.000442, loss: 0.433328, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.29882 s, avg_samples: 108.3, ips: 362.42520 samples/s, eta: 11:44:03 +[2025/07/21 18:43:00] openrec INFO: epoch: [26/100], global_step: 37330, lr: 0.000442, loss: 0.526221, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.29699 s, avg_samples: 100.7, ips: 339.07196 samples/s, eta: 11:43:56 +[2025/07/21 18:43:02] openrec INFO: epoch: [26/100], global_step: 37336, lr: 0.000442, loss: 0.493730, avg_reader_cost: 0.00346 s, avg_batch_cost: 0.17663 s, avg_samples: 53.3, ips: 301.76177 samples/s, eta: 11:43:52 +[2025/07/21 18:44:30] openrec INFO: cur metric, acc: 0.7845269143725407, norm_edit_dis: 0.8951453385990259, num_samples: 63646, fps: 1311.694171886487 +[2025/07/21 18:44:30] openrec INFO: best metric, acc: 0.785438204948396, norm_edit_dis: 0.897618844088851, num_samples: 63646, fps: 1313.6683348793606, best_epoch: 23 +[2025/07/21 18:44:33] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 18:44:33] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_26.pth +[2025/07/21 18:44:35] openrec INFO: epoch: [27/100], global_step: 37340, lr: 0.000442, loss: 0.493730, avg_reader_cost: 9.22704 s, avg_batch_cost: 9.34077 s, avg_samples: 48.6, ips: 5.20300 samples/s, eta: 11:48:11 +[2025/07/21 18:44:38] openrec INFO: epoch: [27/100], global_step: 37350, lr: 0.000442, loss: 0.493730, avg_reader_cost: 0.00553 s, avg_batch_cost: 0.29510 s, avg_samples: 102.8, ips: 348.35131 samples/s, eta: 11:48:04 +[2025/07/21 18:44:41] openrec INFO: epoch: [27/100], global_step: 37360, lr: 0.000442, loss: 0.434339, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29262 s, avg_samples: 116.1, ips: 396.75860 samples/s, eta: 11:47:57 +[2025/07/21 18:44:44] openrec INFO: epoch: [27/100], global_step: 37370, lr: 0.000442, loss: 0.544228, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.28892 s, avg_samples: 97.8, ips: 338.50687 samples/s, eta: 11:47:50 +[2025/07/21 18:44:47] openrec INFO: epoch: [27/100], global_step: 37380, lr: 0.000442, loss: 0.507349, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29070 s, avg_samples: 99.3, ips: 341.58495 samples/s, eta: 11:47:43 +[2025/07/21 18:44:50] openrec INFO: epoch: [27/100], global_step: 37390, lr: 0.000442, loss: 0.437832, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.29576 s, avg_samples: 84.0, ips: 284.01511 samples/s, eta: 11:47:36 +[2025/07/21 18:44:53] openrec INFO: epoch: [27/100], global_step: 37400, lr: 0.000442, loss: 0.429427, avg_reader_cost: 0.00613 s, avg_batch_cost: 0.29392 s, avg_samples: 79.8, ips: 271.49900 samples/s, eta: 11:47:29 +[2025/07/21 18:44:56] openrec INFO: epoch: [27/100], global_step: 37410, lr: 0.000442, loss: 0.437848, avg_reader_cost: 0.00553 s, avg_batch_cost: 0.28756 s, avg_samples: 98.1, ips: 341.14746 samples/s, eta: 11:47:22 +[2025/07/21 18:44:59] openrec INFO: epoch: [27/100], global_step: 37420, lr: 0.000442, loss: 0.508295, avg_reader_cost: 0.00607 s, avg_batch_cost: 0.28952 s, avg_samples: 102.4, ips: 353.69160 samples/s, eta: 11:47:15 +[2025/07/21 18:45:02] openrec INFO: epoch: [27/100], global_step: 37430, lr: 0.000442, loss: 0.496789, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29152 s, avg_samples: 98.5, ips: 337.88270 samples/s, eta: 11:47:08 +[2025/07/21 18:45:05] openrec INFO: epoch: [27/100], global_step: 37440, lr: 0.000442, loss: 0.456382, avg_reader_cost: 0.00521 s, avg_batch_cost: 0.28480 s, avg_samples: 93.8, ips: 329.35751 samples/s, eta: 11:47:00 +[2025/07/21 18:45:07] openrec INFO: epoch: [27/100], global_step: 37450, lr: 0.000442, loss: 0.429619, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29113 s, avg_samples: 85.2, ips: 292.64860 samples/s, eta: 11:46:53 +[2025/07/21 18:45:10] openrec INFO: epoch: [27/100], global_step: 37460, lr: 0.000442, loss: 0.429619, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29461 s, avg_samples: 80.5, ips: 273.24071 samples/s, eta: 11:46:46 +[2025/07/21 18:45:13] openrec INFO: epoch: [27/100], global_step: 37470, lr: 0.000442, loss: 0.440979, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29873 s, avg_samples: 90.4, ips: 302.61567 samples/s, eta: 11:46:40 +[2025/07/21 18:45:16] openrec INFO: epoch: [27/100], global_step: 37480, lr: 0.000442, loss: 0.408811, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.29029 s, avg_samples: 99.8, ips: 343.79764 samples/s, eta: 11:46:33 +[2025/07/21 18:45:19] openrec INFO: epoch: [27/100], global_step: 37490, lr: 0.000442, loss: 0.414103, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.28537 s, avg_samples: 92.6, ips: 324.49116 samples/s, eta: 11:46:25 +[2025/07/21 18:45:22] openrec INFO: epoch: [27/100], global_step: 37500, lr: 0.000442, loss: 0.492535, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.28819 s, avg_samples: 93.4, ips: 324.09528 samples/s, eta: 11:46:18 +[2025/07/21 18:45:25] openrec INFO: epoch: [27/100], global_step: 37510, lr: 0.000441, loss: 0.470838, avg_reader_cost: 0.00560 s, avg_batch_cost: 0.29382 s, avg_samples: 79.3, ips: 269.89427 samples/s, eta: 11:46:11 +[2025/07/21 18:45:28] openrec INFO: epoch: [27/100], global_step: 37520, lr: 0.000441, loss: 0.460228, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29198 s, avg_samples: 91.2, ips: 312.35340 samples/s, eta: 11:46:04 +[2025/07/21 18:45:31] openrec INFO: epoch: [27/100], global_step: 37530, lr: 0.000441, loss: 0.461830, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.29277 s, avg_samples: 100.7, ips: 343.95460 samples/s, eta: 11:45:57 +[2025/07/21 18:45:34] openrec INFO: epoch: [27/100], global_step: 37540, lr: 0.000441, loss: 0.437464, avg_reader_cost: 0.00618 s, avg_batch_cost: 0.29642 s, avg_samples: 97.2, ips: 327.90938 samples/s, eta: 11:45:50 +[2025/07/21 18:45:37] openrec INFO: epoch: [27/100], global_step: 37550, lr: 0.000441, loss: 0.479653, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29485 s, avg_samples: 84.1, ips: 285.22653 samples/s, eta: 11:45:43 +[2025/07/21 18:45:40] openrec INFO: epoch: [27/100], global_step: 37560, lr: 0.000441, loss: 0.494501, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29480 s, avg_samples: 86.2, ips: 292.39775 samples/s, eta: 11:45:36 +[2025/07/21 18:45:43] openrec INFO: epoch: [27/100], global_step: 37570, lr: 0.000441, loss: 0.473257, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29110 s, avg_samples: 103.2, ips: 354.51889 samples/s, eta: 11:45:29 +[2025/07/21 18:45:46] openrec INFO: epoch: [27/100], global_step: 37580, lr: 0.000441, loss: 0.498913, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.29153 s, avg_samples: 90.8, ips: 311.46312 samples/s, eta: 11:45:22 +[2025/07/21 18:45:49] openrec INFO: epoch: [27/100], global_step: 37590, lr: 0.000441, loss: 0.479171, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28900 s, avg_samples: 93.2, ips: 322.48956 samples/s, eta: 11:45:15 +[2025/07/21 18:45:52] openrec INFO: epoch: [27/100], global_step: 37600, lr: 0.000441, loss: 0.426336, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.29035 s, avg_samples: 86.2, ips: 296.88548 samples/s, eta: 11:45:08 +[2025/07/21 18:45:55] openrec INFO: epoch: [27/100], global_step: 37610, lr: 0.000441, loss: 0.418552, avg_reader_cost: 0.00700 s, avg_batch_cost: 0.29196 s, avg_samples: 108.8, ips: 372.65035 samples/s, eta: 11:45:01 +[2025/07/21 18:45:57] openrec INFO: epoch: [27/100], global_step: 37620, lr: 0.000441, loss: 0.430766, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.28817 s, avg_samples: 103.3, ips: 358.46388 samples/s, eta: 11:44:54 +[2025/07/21 18:46:00] openrec INFO: epoch: [27/100], global_step: 37630, lr: 0.000441, loss: 0.464501, avg_reader_cost: 0.00630 s, avg_batch_cost: 0.29605 s, avg_samples: 81.0, ips: 273.60668 samples/s, eta: 11:44:47 +[2025/07/21 18:46:03] openrec INFO: epoch: [27/100], global_step: 37640, lr: 0.000441, loss: 0.545402, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29228 s, avg_samples: 94.6, ips: 323.66131 samples/s, eta: 11:44:40 +[2025/07/21 18:46:06] openrec INFO: epoch: [27/100], global_step: 37650, lr: 0.000441, loss: 0.490480, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28898 s, avg_samples: 95.2, ips: 329.43629 samples/s, eta: 11:44:33 +[2025/07/21 18:46:09] openrec INFO: epoch: [27/100], global_step: 37660, lr: 0.000441, loss: 0.465417, avg_reader_cost: 0.00613 s, avg_batch_cost: 0.28758 s, avg_samples: 97.3, ips: 338.33955 samples/s, eta: 11:44:26 +[2025/07/21 18:46:12] openrec INFO: epoch: [27/100], global_step: 37670, lr: 0.000441, loss: 0.509896, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28923 s, avg_samples: 84.8, ips: 293.19455 samples/s, eta: 11:44:19 +[2025/07/21 18:46:15] openrec INFO: epoch: [27/100], global_step: 37680, lr: 0.000441, loss: 0.507644, avg_reader_cost: 0.00614 s, avg_batch_cost: 0.29959 s, avg_samples: 91.4, ips: 305.08406 samples/s, eta: 11:44:12 +[2025/07/21 18:46:18] openrec INFO: epoch: [27/100], global_step: 37690, lr: 0.000441, loss: 0.566228, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.30135 s, avg_samples: 85.3, ips: 283.06194 samples/s, eta: 11:44:05 +[2025/07/21 18:46:21] openrec INFO: epoch: [27/100], global_step: 37700, lr: 0.000441, loss: 0.551793, avg_reader_cost: 0.00882 s, avg_batch_cost: 0.30254 s, avg_samples: 96.9, ips: 320.29018 samples/s, eta: 11:43:59 +[2025/07/21 18:46:24] openrec INFO: epoch: [27/100], global_step: 37710, lr: 0.000441, loss: 0.538306, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.28604 s, avg_samples: 110.0, ips: 384.56180 samples/s, eta: 11:43:51 +[2025/07/21 18:46:27] openrec INFO: epoch: [27/100], global_step: 37720, lr: 0.000441, loss: 0.518326, avg_reader_cost: 0.00656 s, avg_batch_cost: 0.29878 s, avg_samples: 92.3, ips: 308.92432 samples/s, eta: 11:43:45 +[2025/07/21 18:46:30] openrec INFO: epoch: [27/100], global_step: 37730, lr: 0.000441, loss: 0.504445, avg_reader_cost: 0.00712 s, avg_batch_cost: 0.28820 s, avg_samples: 71.7, ips: 248.78837 samples/s, eta: 11:43:38 +[2025/07/21 18:46:33] openrec INFO: epoch: [27/100], global_step: 37740, lr: 0.000441, loss: 0.485576, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.30017 s, avg_samples: 99.0, ips: 329.80774 samples/s, eta: 11:43:31 +[2025/07/21 18:46:36] openrec INFO: epoch: [27/100], global_step: 37750, lr: 0.000441, loss: 0.471617, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29354 s, avg_samples: 96.0, ips: 327.03684 samples/s, eta: 11:43:24 +[2025/07/21 18:46:39] openrec INFO: epoch: [27/100], global_step: 37760, lr: 0.000441, loss: 0.470358, avg_reader_cost: 0.00606 s, avg_batch_cost: 0.29650 s, avg_samples: 97.6, ips: 329.17452 samples/s, eta: 11:43:17 +[2025/07/21 18:46:42] openrec INFO: epoch: [27/100], global_step: 37770, lr: 0.000441, loss: 0.527834, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29658 s, avg_samples: 96.9, ips: 326.72665 samples/s, eta: 11:43:10 +[2025/07/21 18:46:45] openrec INFO: epoch: [27/100], global_step: 37780, lr: 0.000440, loss: 0.551283, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29586 s, avg_samples: 78.9, ips: 266.68446 samples/s, eta: 11:43:03 +[2025/07/21 18:46:48] openrec INFO: epoch: [27/100], global_step: 37790, lr: 0.000440, loss: 0.548530, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29586 s, avg_samples: 102.4, ips: 346.10945 samples/s, eta: 11:42:56 +[2025/07/21 18:46:51] openrec INFO: epoch: [27/100], global_step: 37800, lr: 0.000440, loss: 0.507807, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29343 s, avg_samples: 110.9, ips: 377.93845 samples/s, eta: 11:42:49 +[2025/07/21 18:46:54] openrec INFO: epoch: [27/100], global_step: 37810, lr: 0.000440, loss: 0.442658, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.29258 s, avg_samples: 92.9, ips: 317.51621 samples/s, eta: 11:42:43 +[2025/07/21 18:46:57] openrec INFO: epoch: [27/100], global_step: 37820, lr: 0.000440, loss: 0.441706, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.29710 s, avg_samples: 110.9, ips: 373.27032 samples/s, eta: 11:42:36 +[2025/07/21 18:47:00] openrec INFO: epoch: [27/100], global_step: 37830, lr: 0.000440, loss: 0.441103, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29403 s, avg_samples: 105.1, ips: 357.44997 samples/s, eta: 11:42:29 +[2025/07/21 18:47:03] openrec INFO: epoch: [27/100], global_step: 37840, lr: 0.000440, loss: 0.471118, avg_reader_cost: 0.00555 s, avg_batch_cost: 0.30682 s, avg_samples: 85.3, ips: 278.01370 samples/s, eta: 11:42:22 +[2025/07/21 18:47:06] openrec INFO: epoch: [27/100], global_step: 37850, lr: 0.000440, loss: 0.430943, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.29640 s, avg_samples: 79.5, ips: 268.21427 samples/s, eta: 11:42:15 +[2025/07/21 18:47:09] openrec INFO: epoch: [27/100], global_step: 37860, lr: 0.000440, loss: 0.364164, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29589 s, avg_samples: 107.1, ips: 361.95776 samples/s, eta: 11:42:09 +[2025/07/21 18:47:12] openrec INFO: epoch: [27/100], global_step: 37870, lr: 0.000440, loss: 0.432709, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.30323 s, avg_samples: 93.4, ips: 308.01920 samples/s, eta: 11:42:02 +[2025/07/21 18:47:15] openrec INFO: epoch: [27/100], global_step: 37880, lr: 0.000440, loss: 0.454893, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29785 s, avg_samples: 119.0, ips: 399.52426 samples/s, eta: 11:41:55 +[2025/07/21 18:47:18] openrec INFO: epoch: [27/100], global_step: 37890, lr: 0.000440, loss: 0.424258, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.30033 s, avg_samples: 77.7, ips: 258.71688 samples/s, eta: 11:41:48 +[2025/07/21 18:47:21] openrec INFO: epoch: [27/100], global_step: 37900, lr: 0.000440, loss: 0.409173, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.29937 s, avg_samples: 70.5, ips: 235.49300 samples/s, eta: 11:41:42 +[2025/07/21 18:47:24] openrec INFO: epoch: [27/100], global_step: 37910, lr: 0.000440, loss: 0.469232, avg_reader_cost: 0.00626 s, avg_batch_cost: 0.29495 s, avg_samples: 96.9, ips: 328.52961 samples/s, eta: 11:41:35 +[2025/07/21 18:47:27] openrec INFO: epoch: [27/100], global_step: 37920, lr: 0.000440, loss: 0.519500, avg_reader_cost: 0.00609 s, avg_batch_cost: 0.29545 s, avg_samples: 102.8, ips: 347.94629 samples/s, eta: 11:41:28 +[2025/07/21 18:47:30] openrec INFO: epoch: [27/100], global_step: 37930, lr: 0.000440, loss: 0.515835, avg_reader_cost: 0.00660 s, avg_batch_cost: 0.29130 s, avg_samples: 84.1, ips: 288.70435 samples/s, eta: 11:41:21 +[2025/07/21 18:47:33] openrec INFO: epoch: [27/100], global_step: 37940, lr: 0.000440, loss: 0.481561, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.29576 s, avg_samples: 87.4, ips: 295.50645 samples/s, eta: 11:41:14 +[2025/07/21 18:47:36] openrec INFO: epoch: [27/100], global_step: 37950, lr: 0.000440, loss: 0.481561, avg_reader_cost: 0.00560 s, avg_batch_cost: 0.30087 s, avg_samples: 79.3, ips: 263.56874 samples/s, eta: 11:41:07 +[2025/07/21 18:47:38] openrec INFO: epoch: [27/100], global_step: 37960, lr: 0.000440, loss: 0.461041, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29360 s, avg_samples: 116.4, ips: 396.45163 samples/s, eta: 11:41:01 +[2025/07/21 18:47:41] openrec INFO: epoch: [27/100], global_step: 37970, lr: 0.000440, loss: 0.435917, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.28960 s, avg_samples: 103.3, ips: 356.70170 samples/s, eta: 11:40:54 +[2025/07/21 18:47:44] openrec INFO: epoch: [27/100], global_step: 37980, lr: 0.000440, loss: 0.431639, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29293 s, avg_samples: 95.9, ips: 327.38585 samples/s, eta: 11:40:47 +[2025/07/21 18:47:47] openrec INFO: epoch: [27/100], global_step: 37990, lr: 0.000440, loss: 0.500845, avg_reader_cost: 0.00626 s, avg_batch_cost: 0.29785 s, avg_samples: 116.1, ips: 389.79641 samples/s, eta: 11:40:40 +[2025/07/21 18:47:50] openrec INFO: epoch: [27/100], global_step: 38000, lr: 0.000440, loss: 0.534150, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.30087 s, avg_samples: 88.6, ips: 294.48306 samples/s, eta: 11:40:33 +[2025/07/21 18:49:19] openrec INFO: cur metric, acc: 0.7913144579720148, norm_edit_dis: 0.9002523103559223, num_samples: 63646, fps: 1307.0750734683775 +[2025/07/21 18:49:20] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 18:49:20] openrec INFO: best metric, acc: 0.7913144579720148, norm_edit_dis: 0.9002523103559223, num_samples: 63646, fps: 1307.0750734683775, best_epoch: 27 +[2025/07/21 18:49:22] openrec INFO: epoch: [27/100], global_step: 38010, lr: 0.000440, loss: 0.452140, avg_reader_cost: 8.92116 s, avg_batch_cost: 9.20448 s, avg_samples: 98.1, ips: 10.65785 samples/s, eta: 11:44:34 +[2025/07/21 18:49:25] openrec INFO: epoch: [27/100], global_step: 38020, lr: 0.000440, loss: 0.455091, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29217 s, avg_samples: 103.6, ips: 354.58765 samples/s, eta: 11:44:27 +[2025/07/21 18:49:28] openrec INFO: epoch: [27/100], global_step: 38030, lr: 0.000440, loss: 0.590150, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.28566 s, avg_samples: 84.1, ips: 294.40239 samples/s, eta: 11:44:20 +[2025/07/21 18:49:31] openrec INFO: epoch: [27/100], global_step: 38040, lr: 0.000440, loss: 0.555961, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.28807 s, avg_samples: 90.5, ips: 314.16387 samples/s, eta: 11:44:13 +[2025/07/21 18:49:34] openrec INFO: epoch: [27/100], global_step: 38050, lr: 0.000439, loss: 0.435168, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.29111 s, avg_samples: 97.2, ips: 333.89523 samples/s, eta: 11:44:06 +[2025/07/21 18:49:37] openrec INFO: epoch: [27/100], global_step: 38060, lr: 0.000439, loss: 0.462008, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.29111 s, avg_samples: 87.4, ips: 300.22635 samples/s, eta: 11:43:59 +[2025/07/21 18:49:40] openrec INFO: epoch: [27/100], global_step: 38070, lr: 0.000439, loss: 0.464136, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.28791 s, avg_samples: 89.1, ips: 309.47529 samples/s, eta: 11:43:51 +[2025/07/21 18:49:43] openrec INFO: epoch: [27/100], global_step: 38080, lr: 0.000439, loss: 0.457345, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29223 s, avg_samples: 91.7, ips: 313.79671 samples/s, eta: 11:43:44 +[2025/07/21 18:49:46] openrec INFO: epoch: [27/100], global_step: 38090, lr: 0.000439, loss: 0.477068, avg_reader_cost: 0.00563 s, avg_batch_cost: 0.29310 s, avg_samples: 97.8, ips: 333.67305 samples/s, eta: 11:43:37 +[2025/07/21 18:49:49] openrec INFO: epoch: [27/100], global_step: 38100, lr: 0.000439, loss: 0.486750, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29751 s, avg_samples: 99.3, ips: 333.77315 samples/s, eta: 11:43:31 +[2025/07/21 18:49:52] openrec INFO: epoch: [27/100], global_step: 38110, lr: 0.000439, loss: 0.486750, avg_reader_cost: 0.00545 s, avg_batch_cost: 0.28816 s, avg_samples: 97.2, ips: 337.31806 samples/s, eta: 11:43:23 +[2025/07/21 18:49:55] openrec INFO: epoch: [27/100], global_step: 38120, lr: 0.000439, loss: 0.412151, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.28847 s, avg_samples: 97.1, ips: 336.59903 samples/s, eta: 11:43:16 +[2025/07/21 18:49:58] openrec INFO: epoch: [27/100], global_step: 38130, lr: 0.000439, loss: 0.396591, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29449 s, avg_samples: 95.5, ips: 324.28524 samples/s, eta: 11:43:09 +[2025/07/21 18:50:00] openrec INFO: epoch: [27/100], global_step: 38140, lr: 0.000439, loss: 0.467617, avg_reader_cost: 0.00651 s, avg_batch_cost: 0.29195 s, avg_samples: 103.3, ips: 353.83119 samples/s, eta: 11:43:03 +[2025/07/21 18:50:03] openrec INFO: epoch: [27/100], global_step: 38150, lr: 0.000439, loss: 0.491948, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29446 s, avg_samples: 93.4, ips: 317.19514 samples/s, eta: 11:42:56 +[2025/07/21 18:50:06] openrec INFO: epoch: [27/100], global_step: 38160, lr: 0.000439, loss: 0.493538, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.28997 s, avg_samples: 100.7, ips: 347.27977 samples/s, eta: 11:42:49 +[2025/07/21 18:50:09] openrec INFO: epoch: [27/100], global_step: 38170, lr: 0.000439, loss: 0.527313, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29543 s, avg_samples: 105.2, ips: 356.08725 samples/s, eta: 11:42:42 +[2025/07/21 18:50:12] openrec INFO: epoch: [27/100], global_step: 38180, lr: 0.000439, loss: 0.496173, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.28852 s, avg_samples: 93.8, ips: 325.10795 samples/s, eta: 11:42:35 +[2025/07/21 18:50:15] openrec INFO: epoch: [27/100], global_step: 38190, lr: 0.000439, loss: 0.493921, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.29860 s, avg_samples: 95.5, ips: 319.82771 samples/s, eta: 11:42:28 +[2025/07/21 18:50:18] openrec INFO: epoch: [27/100], global_step: 38200, lr: 0.000439, loss: 0.506946, avg_reader_cost: 0.00644 s, avg_batch_cost: 0.29486 s, avg_samples: 85.7, ips: 290.64622 samples/s, eta: 11:42:21 +[2025/07/21 18:50:21] openrec INFO: epoch: [27/100], global_step: 38210, lr: 0.000439, loss: 0.448680, avg_reader_cost: 0.01211 s, avg_batch_cost: 0.29859 s, avg_samples: 81.5, ips: 272.95348 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18:50:51] openrec INFO: epoch: [27/100], global_step: 38310, lr: 0.000438, loss: 0.473404, avg_reader_cost: 0.00618 s, avg_batch_cost: 0.29333 s, avg_samples: 93.2, ips: 317.72623 samples/s, eta: 11:41:06 +[2025/07/21 18:50:54] openrec INFO: epoch: [27/100], global_step: 38320, lr: 0.000438, loss: 0.426391, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29983 s, avg_samples: 87.9, ips: 293.16244 samples/s, eta: 11:40:59 +[2025/07/21 18:50:57] openrec INFO: epoch: [27/100], global_step: 38330, lr: 0.000438, loss: 0.427196, avg_reader_cost: 0.00616 s, avg_batch_cost: 0.29231 s, avg_samples: 103.3, ips: 353.39365 samples/s, eta: 11:40:52 +[2025/07/21 18:51:00] openrec INFO: epoch: [27/100], global_step: 38340, lr: 0.000438, loss: 0.470841, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29447 s, avg_samples: 94.7, ips: 321.59853 samples/s, eta: 11:40:45 +[2025/07/21 18:51:03] openrec INFO: epoch: [27/100], global_step: 38350, lr: 0.000438, loss: 0.509357, avg_reader_cost: 0.00581 s, 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epoch: [27/100], global_step: 38400, lr: 0.000438, loss: 0.433188, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.29721 s, avg_samples: 102.8, ips: 345.88460 samples/s, eta: 11:40:04 +[2025/07/21 18:51:21] openrec INFO: epoch: [27/100], global_step: 38410, lr: 0.000438, loss: 0.433188, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.30236 s, avg_samples: 105.4, ips: 348.59591 samples/s, eta: 11:39:57 +[2025/07/21 18:51:24] openrec INFO: epoch: [27/100], global_step: 38420, lr: 0.000438, loss: 0.448015, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.28863 s, avg_samples: 106.2, ips: 367.94553 samples/s, eta: 11:39:50 +[2025/07/21 18:51:27] openrec INFO: epoch: [27/100], global_step: 38430, lr: 0.000438, loss: 0.450081, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29765 s, avg_samples: 109.2, ips: 366.87989 samples/s, eta: 11:39:43 +[2025/07/21 18:51:29] openrec INFO: epoch: [27/100], global_step: 38440, lr: 0.000438, loss: 0.490464, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.29234 s, 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+[2025/07/21 18:52:26] openrec INFO: epoch: [27/100], global_step: 38630, lr: 0.000437, loss: 0.504330, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.29848 s, avg_samples: 92.6, ips: 310.23467 samples/s, eta: 11:37:27 +[2025/07/21 18:52:29] openrec INFO: epoch: [27/100], global_step: 38640, lr: 0.000437, loss: 0.542062, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29265 s, avg_samples: 107.4, ips: 366.99516 samples/s, eta: 11:37:20 +[2025/07/21 18:52:32] openrec INFO: epoch: [27/100], global_step: 38650, lr: 0.000437, loss: 0.503726, avg_reader_cost: 0.00610 s, avg_batch_cost: 0.29975 s, avg_samples: 106.6, ips: 355.63239 samples/s, eta: 11:37:14 +[2025/07/21 18:52:35] openrec INFO: epoch: [27/100], global_step: 38660, lr: 0.000437, loss: 0.483678, avg_reader_cost: 0.00626 s, avg_batch_cost: 0.29062 s, avg_samples: 74.6, ips: 256.68826 samples/s, eta: 11:37:07 +[2025/07/21 18:52:38] openrec INFO: epoch: [27/100], global_step: 38670, lr: 0.000437, loss: 0.483569, avg_reader_cost: 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openrec INFO: epoch: [27/100], global_step: 38720, lr: 0.000437, loss: 0.503189, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29049 s, avg_samples: 95.9, ips: 330.13669 samples/s, eta: 11:36:26 +[2025/07/21 18:52:56] openrec INFO: epoch: [27/100], global_step: 38730, lr: 0.000437, loss: 0.526220, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29037 s, avg_samples: 95.5, ips: 328.88831 samples/s, eta: 11:36:19 +[2025/07/21 18:52:59] openrec INFO: epoch: [27/100], global_step: 38740, lr: 0.000437, loss: 0.497827, avg_reader_cost: 0.00606 s, avg_batch_cost: 0.29167 s, avg_samples: 104.0, ips: 356.56533 samples/s, eta: 11:36:13 +[2025/07/21 18:53:02] openrec INFO: epoch: [27/100], global_step: 38750, lr: 0.000437, loss: 0.438186, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29908 s, avg_samples: 99.0, ips: 331.01072 samples/s, eta: 11:36:06 +[2025/07/21 18:53:05] openrec INFO: epoch: [27/100], global_step: 38760, lr: 0.000437, loss: 0.474102, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.29194 s, avg_samples: 94.7, ips: 324.37894 samples/s, eta: 11:35:59 +[2025/07/21 18:53:07] openrec INFO: epoch: [27/100], global_step: 38770, lr: 0.000437, loss: 0.498825, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29107 s, avg_samples: 94.7, ips: 325.35674 samples/s, eta: 11:35:52 +[2025/07/21 18:53:08] openrec INFO: epoch: [27/100], global_step: 38772, lr: 0.000437, loss: 0.498825, avg_reader_cost: 0.00106 s, avg_batch_cost: 0.05543 s, avg_samples: 14.9, ips: 268.80262 samples/s, eta: 11:35:51 +[2025/07/21 18:54:36] openrec INFO: cur metric, acc: 0.7931841748431662, norm_edit_dis: 0.9009358058096611, num_samples: 63646, fps: 1319.2702936161459 +[2025/07/21 18:54:37] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 18:54:37] openrec INFO: best metric, acc: 0.7931841748431662, norm_edit_dis: 0.9009358058096611, num_samples: 63646, fps: 1319.2702936161459, best_epoch: 27 +[2025/07/21 18:54:39] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 18:54:40] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_27.pth +[2025/07/21 18:54:43] openrec INFO: epoch: [28/100], global_step: 38780, lr: 0.000437, loss: 0.407187, avg_reader_cost: 9.25696 s, avg_batch_cost: 9.48725 s, avg_samples: 72.2, ips: 7.61022 samples/s, eta: 11:39:55 +[2025/07/21 18:54:46] openrec INFO: epoch: [28/100], global_step: 38790, lr: 0.000437, loss: 0.407187, avg_reader_cost: 0.00545 s, avg_batch_cost: 0.28755 s, avg_samples: 114.7, ips: 398.88259 samples/s, eta: 11:39:48 +[2025/07/21 18:54:49] openrec INFO: epoch: [28/100], global_step: 38800, lr: 0.000437, loss: 0.507942, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.29010 s, avg_samples: 96.9, ips: 334.02300 samples/s, eta: 11:39:41 +[2025/07/21 18:54:52] openrec INFO: epoch: [28/100], global_step: 38810, lr: 0.000437, loss: 0.507942, avg_reader_cost: 0.00608 s, avg_batch_cost: 0.28655 s, avg_samples: 107.1, ips: 373.75297 samples/s, eta: 11:39:34 +[2025/07/21 18:54:55] openrec INFO: epoch: [28/100], global_step: 38820, lr: 0.000437, loss: 0.461454, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29323 s, avg_samples: 93.5, ips: 318.86294 samples/s, eta: 11:39:27 +[2025/07/21 18:54:57] openrec INFO: epoch: [28/100], global_step: 38830, lr: 0.000437, loss: 0.453078, avg_reader_cost: 0.00633 s, avg_batch_cost: 0.29073 s, avg_samples: 102.4, ips: 352.22229 samples/s, eta: 11:39:20 +[2025/07/21 18:55:00] openrec INFO: epoch: [28/100], global_step: 38840, lr: 0.000436, loss: 0.450930, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.29150 s, avg_samples: 92.6, ips: 317.67176 samples/s, eta: 11:39:13 +[2025/07/21 18:55:03] openrec INFO: epoch: [28/100], global_step: 38850, lr: 0.000436, loss: 0.439983, avg_reader_cost: 0.00606 s, avg_batch_cost: 0.28583 s, avg_samples: 101.9, ips: 356.51079 samples/s, eta: 11:39:06 +[2025/07/21 18:55:06] openrec INFO: epoch: [28/100], global_step: 38860, lr: 0.000436, loss: 0.495708, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.30044 s, avg_samples: 99.8, ips: 332.18058 samples/s, eta: 11:39:00 +[2025/07/21 18:55:09] openrec INFO: epoch: [28/100], global_step: 38870, lr: 0.000436, loss: 0.554859, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.28703 s, avg_samples: 83.2, ips: 289.86059 samples/s, eta: 11:38:53 +[2025/07/21 18:55:12] openrec INFO: epoch: [28/100], global_step: 38880, lr: 0.000436, loss: 0.508484, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.29242 s, avg_samples: 84.5, ips: 288.97131 samples/s, eta: 11:38:46 +[2025/07/21 18:55:15] openrec INFO: epoch: [28/100], global_step: 38890, lr: 0.000436, loss: 0.498759, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.28575 s, avg_samples: 90.8, ips: 317.75667 samples/s, eta: 11:38:39 +[2025/07/21 18:55:18] openrec INFO: epoch: [28/100], global_step: 38900, lr: 0.000436, loss: 0.519464, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.30037 s, avg_samples: 98.1, ips: 326.59821 samples/s, eta: 11:38:32 +[2025/07/21 18:55:21] openrec INFO: epoch: [28/100], global_step: 38910, lr: 0.000436, loss: 0.530279, avg_reader_cost: 0.00552 s, avg_batch_cost: 0.29713 s, avg_samples: 104.2, ips: 350.68247 samples/s, eta: 11:38:25 +[2025/07/21 18:55:24] openrec INFO: epoch: [28/100], global_step: 38920, lr: 0.000436, loss: 0.482920, avg_reader_cost: 0.00545 s, avg_batch_cost: 0.28646 s, avg_samples: 91.4, ips: 319.07149 samples/s, eta: 11:38:18 +[2025/07/21 18:55:27] openrec INFO: epoch: [28/100], global_step: 38930, lr: 0.000436, loss: 0.482920, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.29065 s, avg_samples: 85.7, ips: 294.85499 samples/s, eta: 11:38:11 +[2025/07/21 18:55:30] openrec INFO: epoch: [28/100], global_step: 38940, lr: 0.000436, loss: 0.416600, avg_reader_cost: 0.00559 s, avg_batch_cost: 0.28731 s, avg_samples: 99.7, ips: 347.00848 samples/s, eta: 11:38:04 +[2025/07/21 18:55:33] openrec INFO: epoch: [28/100], global_step: 38950, lr: 0.000436, loss: 0.414724, avg_reader_cost: 0.00605 s, avg_batch_cost: 0.29012 s, avg_samples: 92.1, ips: 317.45474 samples/s, eta: 11:37:57 +[2025/07/21 18:55:36] openrec INFO: epoch: [28/100], global_step: 38960, lr: 0.000436, loss: 0.487603, avg_reader_cost: 0.00555 s, avg_batch_cost: 0.28880 s, avg_samples: 94.7, ips: 327.90875 samples/s, eta: 11:37:50 +[2025/07/21 18:55:38] openrec INFO: epoch: [28/100], global_step: 38970, lr: 0.000436, loss: 0.491840, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.29464 s, avg_samples: 88.3, ips: 299.68274 samples/s, eta: 11:37:43 +[2025/07/21 18:55:41] openrec INFO: epoch: [28/100], global_step: 38980, lr: 0.000436, loss: 0.437908, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.29235 s, avg_samples: 89.5, ips: 306.13969 samples/s, eta: 11:37:36 +[2025/07/21 18:55:44] openrec INFO: epoch: [28/100], global_step: 38990, lr: 0.000436, loss: 0.415913, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.28604 s, avg_samples: 94.6, ips: 330.72116 samples/s, eta: 11:37:29 +[2025/07/21 18:55:47] openrec INFO: epoch: [28/100], global_step: 39000, lr: 0.000436, loss: 0.457199, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.29165 s, avg_samples: 95.6, ips: 327.79497 samples/s, eta: 11:37:22 +[2025/07/21 18:55:50] openrec INFO: epoch: [28/100], global_step: 39010, lr: 0.000436, loss: 0.428100, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.29213 s, avg_samples: 90.0, ips: 308.07828 samples/s, eta: 11:37:16 +[2025/07/21 18:55:53] openrec INFO: epoch: [28/100], global_step: 39020, lr: 0.000436, loss: 0.428100, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.28024 s, avg_samples: 102.3, ips: 365.04923 samples/s, eta: 11:37:08 +[2025/07/21 18:55:56] openrec INFO: epoch: [28/100], global_step: 39030, lr: 0.000436, loss: 0.474120, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29190 s, avg_samples: 87.0, ips: 298.04230 samples/s, eta: 11:37:01 +[2025/07/21 18:55:59] openrec INFO: epoch: [28/100], global_step: 39040, lr: 0.000436, loss: 0.506875, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.28797 s, avg_samples: 91.2, ips: 316.70202 samples/s, eta: 11:36:54 +[2025/07/21 18:56:02] openrec INFO: epoch: [28/100], global_step: 39050, lr: 0.000436, loss: 0.466791, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.29017 s, avg_samples: 76.0, ips: 261.91743 samples/s, eta: 11:36:47 +[2025/07/21 18:56:05] openrec INFO: epoch: [28/100], global_step: 39060, lr: 0.000436, loss: 0.512971, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.28833 s, avg_samples: 92.9, ips: 322.20193 samples/s, eta: 11:36:40 +[2025/07/21 18:56:08] openrec INFO: epoch: [28/100], global_step: 39070, lr: 0.000436, loss: 0.533559, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.28929 s, avg_samples: 82.4, ips: 284.83902 samples/s, eta: 11:36:34 +[2025/07/21 18:56:10] openrec INFO: epoch: [28/100], global_step: 39080, lr: 0.000436, loss: 0.462864, avg_reader_cost: 0.00760 s, avg_batch_cost: 0.29278 s, avg_samples: 107.1, ips: 365.79904 samples/s, eta: 11:36:27 +[2025/07/21 18:56:13] openrec INFO: epoch: [28/100], global_step: 39090, lr: 0.000436, loss: 0.483474, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.28800 s, avg_samples: 88.8, ips: 308.33056 samples/s, eta: 11:36:20 +[2025/07/21 18:56:16] openrec INFO: epoch: [28/100], global_step: 39100, lr: 0.000435, loss: 0.547062, avg_reader_cost: 0.00607 s, avg_batch_cost: 0.30361 s, avg_samples: 95.5, ips: 314.54531 samples/s, eta: 11:36:13 +[2025/07/21 18:56:19] openrec INFO: epoch: [28/100], global_step: 39110, lr: 0.000435, loss: 0.518495, avg_reader_cost: 0.00622 s, avg_batch_cost: 0.29091 s, avg_samples: 100.2, ips: 344.44074 samples/s, eta: 11:36:06 +[2025/07/21 18:56:22] openrec INFO: epoch: [28/100], global_step: 39120, lr: 0.000435, loss: 0.467757, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.29661 s, avg_samples: 110.4, ips: 372.20755 samples/s, eta: 11:35:59 +[2025/07/21 18:56:25] openrec INFO: epoch: [28/100], global_step: 39130, lr: 0.000435, loss: 0.509073, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.29093 s, avg_samples: 102.4, ips: 351.96886 samples/s, eta: 11:35:53 +[2025/07/21 18:56:28] openrec INFO: epoch: [28/100], global_step: 39140, lr: 0.000435, loss: 0.512714, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29159 s, avg_samples: 107.1, ips: 367.29414 samples/s, eta: 11:35:46 +[2025/07/21 18:56:31] openrec INFO: epoch: [28/100], global_step: 39150, lr: 0.000435, loss: 0.444811, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.30058 s, avg_samples: 99.0, ips: 329.35915 samples/s, eta: 11:35:39 +[2025/07/21 18:56:34] openrec INFO: epoch: [28/100], global_step: 39160, lr: 0.000435, loss: 0.414406, avg_reader_cost: 0.00608 s, avg_batch_cost: 0.28414 s, avg_samples: 94.7, ips: 333.28267 samples/s, eta: 11:35:32 +[2025/07/21 18:56:37] openrec INFO: epoch: [28/100], global_step: 39170, lr: 0.000435, loss: 0.410882, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.30096 s, 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+[2025/07/21 18:57:33] openrec INFO: epoch: [28/100], global_step: 39360, lr: 0.000434, loss: 0.467446, avg_reader_cost: 0.00558 s, avg_batch_cost: 0.28341 s, avg_samples: 104.2, ips: 367.65931 samples/s, eta: 11:33:15 +[2025/07/21 18:57:36] openrec INFO: epoch: [28/100], global_step: 39370, lr: 0.000434, loss: 0.464217, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.29895 s, avg_samples: 90.0, ips: 301.05620 samples/s, eta: 11:33:08 +[2025/07/21 18:57:39] openrec INFO: epoch: [28/100], global_step: 39380, lr: 0.000434, loss: 0.388452, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29661 s, avg_samples: 97.6, ips: 329.05535 samples/s, eta: 11:33:01 +[2025/07/21 18:57:42] openrec INFO: epoch: [28/100], global_step: 39390, lr: 0.000434, loss: 0.470070, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.29495 s, avg_samples: 83.6, ips: 283.44162 samples/s, eta: 11:32:54 +[2025/07/21 18:57:44] openrec INFO: epoch: [28/100], global_step: 39400, lr: 0.000434, loss: 0.524000, avg_reader_cost: 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+[2025/07/21 18:59:33] openrec INFO: epoch: [28/100], global_step: 39770, lr: 0.000433, loss: 0.602707, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.29462 s, avg_samples: 83.6, ips: 283.75919 samples/s, eta: 11:28:38 +[2025/07/21 18:59:36] openrec INFO: epoch: [28/100], global_step: 39780, lr: 0.000433, loss: 0.525217, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29017 s, avg_samples: 101.6, ips: 350.13773 samples/s, eta: 11:28:31 +[2025/07/21 18:59:39] openrec INFO: epoch: [28/100], global_step: 39790, lr: 0.000433, loss: 0.525217, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29275 s, avg_samples: 91.7, ips: 313.23290 samples/s, eta: 11:28:24 +[2025/07/21 18:59:42] openrec INFO: epoch: [28/100], global_step: 39800, lr: 0.000433, loss: 0.565676, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.28743 s, avg_samples: 84.5, ips: 293.98267 samples/s, eta: 11:28:17 +[2025/07/21 18:59:45] openrec INFO: epoch: [28/100], global_step: 39810, lr: 0.000433, loss: 0.547540, avg_reader_cost: 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openrec INFO: epoch: [28/100], global_step: 39860, lr: 0.000433, loss: 0.536128, avg_reader_cost: 0.00619 s, avg_batch_cost: 0.29128 s, avg_samples: 97.3, ips: 334.04300 samples/s, eta: 11:27:37 +[2025/07/21 19:00:03] openrec INFO: epoch: [28/100], global_step: 39870, lr: 0.000432, loss: 0.543373, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.28499 s, avg_samples: 84.5, ips: 296.50017 samples/s, eta: 11:27:30 +[2025/07/21 19:00:06] openrec INFO: epoch: [28/100], global_step: 39880, lr: 0.000432, loss: 0.589410, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29331 s, avg_samples: 80.6, ips: 274.79021 samples/s, eta: 11:27:23 +[2025/07/21 19:00:08] openrec INFO: epoch: [28/100], global_step: 39890, lr: 0.000432, loss: 0.556822, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29140 s, avg_samples: 102.3, ips: 351.06408 samples/s, eta: 11:27:16 +[2025/07/21 19:00:11] openrec INFO: epoch: [28/100], global_step: 39900, lr: 0.000432, loss: 0.543347, avg_reader_cost: 0.00592 s, avg_batch_cost: 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global_step: 39950, lr: 0.000432, loss: 0.558149, avg_reader_cost: 0.00611 s, avg_batch_cost: 0.29696 s, avg_samples: 93.8, ips: 315.87274 samples/s, eta: 11:26:36 +[2025/07/21 19:00:29] openrec INFO: epoch: [28/100], global_step: 39960, lr: 0.000432, loss: 0.536445, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29613 s, avg_samples: 93.5, ips: 315.73964 samples/s, eta: 11:26:30 +[2025/07/21 19:00:32] openrec INFO: epoch: [28/100], global_step: 39970, lr: 0.000432, loss: 0.459656, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.28994 s, avg_samples: 94.1, ips: 324.55423 samples/s, eta: 11:26:23 +[2025/07/21 19:00:35] openrec INFO: epoch: [28/100], global_step: 39980, lr: 0.000432, loss: 0.516085, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29691 s, avg_samples: 87.0, ips: 293.01973 samples/s, eta: 11:26:16 +[2025/07/21 19:00:38] openrec INFO: epoch: [28/100], global_step: 39990, lr: 0.000432, loss: 0.537468, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.28970 s, avg_samples: 110.4, ips: 381.08240 samples/s, eta: 11:26:09 +[2025/07/21 19:00:41] openrec INFO: epoch: [28/100], global_step: 40000, lr: 0.000432, loss: 0.492517, avg_reader_cost: 0.00563 s, avg_batch_cost: 0.28698 s, avg_samples: 82.7, ips: 288.17228 samples/s, eta: 11:26:03 +[2025/07/21 19:02:08] openrec INFO: cur metric, acc: 0.785438204948396, norm_edit_dis: 0.8960114562767826, num_samples: 63646, fps: 1328.228644578946 +[2025/07/21 19:02:08] openrec INFO: best metric, acc: 0.7931841748431662, norm_edit_dis: 0.9009358058096611, num_samples: 63646, fps: 1319.2702936161459, best_epoch: 27 +[2025/07/21 19:02:10] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/iter_latest.pth +[2025/07/21 19:02:13] openrec INFO: epoch: [28/100], global_step: 40010, lr: 0.000432, loss: 0.505519, avg_reader_cost: 8.97462 s, avg_batch_cost: 9.25552 s, avg_samples: 97.7, ips: 10.55586 samples/s, eta: 11:29:48 +[2025/07/21 19:02:16] openrec INFO: epoch: [28/100], global_step: 40020, lr: 0.000432, loss: 0.482746, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29145 s, avg_samples: 108.3, ips: 371.58917 samples/s, eta: 11:29:41 +[2025/07/21 19:02:19] openrec INFO: epoch: [28/100], global_step: 40030, lr: 0.000432, loss: 0.465649, avg_reader_cost: 0.00627 s, avg_batch_cost: 0.30208 s, avg_samples: 85.0, ips: 281.38403 samples/s, eta: 11:29:35 +[2025/07/21 19:02:22] openrec INFO: epoch: [28/100], global_step: 40040, lr: 0.000432, loss: 0.461389, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29099 s, avg_samples: 78.9, ips: 271.14781 samples/s, eta: 11:29:28 +[2025/07/21 19:02:25] openrec INFO: epoch: [28/100], global_step: 40050, lr: 0.000432, loss: 0.475992, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.28695 s, avg_samples: 97.2, ips: 338.73214 samples/s, eta: 11:29:21 +[2025/07/21 19:02:28] openrec INFO: epoch: [28/100], global_step: 40060, lr: 0.000432, loss: 0.475992, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29699 s, avg_samples: 86.2, ips: 290.24214 samples/s, eta: 11:29:14 +[2025/07/21 19:02:31] openrec INFO: epoch: [28/100], global_step: 40070, lr: 0.000432, loss: 0.513506, avg_reader_cost: 0.00628 s, avg_batch_cost: 0.28500 s, avg_samples: 89.1, ips: 312.63350 samples/s, eta: 11:29:07 +[2025/07/21 19:02:34] openrec INFO: epoch: [28/100], global_step: 40080, lr: 0.000432, loss: 0.513506, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.28764 s, avg_samples: 98.4, ips: 342.09704 samples/s, eta: 11:29:01 +[2025/07/21 19:02:37] openrec INFO: epoch: [28/100], global_step: 40090, lr: 0.000432, loss: 0.444405, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.29140 s, avg_samples: 80.7, ips: 276.93576 samples/s, eta: 11:28:54 +[2025/07/21 19:02:40] openrec INFO: epoch: [28/100], global_step: 40100, lr: 0.000432, loss: 0.506304, avg_reader_cost: 0.00610 s, avg_batch_cost: 0.28997 s, avg_samples: 99.8, ips: 344.17043 samples/s, eta: 11:28:47 +[2025/07/21 19:02:43] openrec INFO: epoch: [28/100], global_step: 40110, lr: 0.000432, loss: 0.575919, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.29095 s, avg_samples: 87.9, ips: 302.11640 samples/s, eta: 11:28:40 +[2025/07/21 19:02:46] openrec INFO: epoch: [28/100], global_step: 40120, lr: 0.000431, loss: 0.584601, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.29344 s, avg_samples: 102.4, ips: 348.96962 samples/s, eta: 11:28:33 +[2025/07/21 19:02:49] openrec INFO: epoch: [28/100], global_step: 40130, lr: 0.000431, loss: 0.472182, avg_reader_cost: 0.00621 s, avg_batch_cost: 0.29059 s, avg_samples: 99.0, ips: 340.68161 samples/s, eta: 11:28:27 +[2025/07/21 19:02:51] openrec INFO: epoch: [28/100], global_step: 40140, lr: 0.000431, loss: 0.454350, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.28587 s, avg_samples: 104.5, ips: 365.54967 samples/s, eta: 11:28:20 +[2025/07/21 19:02:54] openrec INFO: epoch: [28/100], global_step: 40150, lr: 0.000431, loss: 0.474164, avg_reader_cost: 0.00559 s, avg_batch_cost: 0.29429 s, avg_samples: 93.8, ips: 318.73356 samples/s, eta: 11:28:13 +[2025/07/21 19:02:57] openrec INFO: epoch: [28/100], global_step: 40160, lr: 0.000431, loss: 0.465419, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.28951 s, avg_samples: 103.6, ips: 357.84347 samples/s, eta: 11:28:06 +[2025/07/21 19:03:00] openrec INFO: epoch: [28/100], global_step: 40170, lr: 0.000431, loss: 0.433040, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.28066 s, avg_samples: 106.1, ips: 378.03940 samples/s, eta: 11:27:59 +[2025/07/21 19:03:03] openrec INFO: epoch: [28/100], global_step: 40180, lr: 0.000431, loss: 0.496696, avg_reader_cost: 0.00611 s, avg_batch_cost: 0.29584 s, avg_samples: 92.9, ips: 314.02147 samples/s, eta: 11:27:53 +[2025/07/21 19:03:06] openrec INFO: epoch: [28/100], global_step: 40190, lr: 0.000431, loss: 0.594506, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29237 s, avg_samples: 96.0, ips: 328.34744 samples/s, eta: 11:27:46 +[2025/07/21 19:03:09] openrec INFO: epoch: [28/100], global_step: 40200, lr: 0.000431, loss: 0.583812, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.28603 s, avg_samples: 88.3, ips: 308.71340 samples/s, eta: 11:27:39 +[2025/07/21 19:03:11] openrec INFO: epoch: [28/100], global_step: 40208, lr: 0.000431, loss: 0.480402, avg_reader_cost: 0.00461 s, avg_batch_cost: 0.22956 s, avg_samples: 74.2, ips: 323.22521 samples/s, eta: 11:27:33 +[2025/07/21 19:04:39] openrec INFO: cur metric, acc: 0.7911573389072122, norm_edit_dis: 0.9002178264550935, num_samples: 63646, fps: 1319.9871540231895 +[2025/07/21 19:04:39] openrec INFO: best metric, acc: 0.7931841748431662, norm_edit_dis: 0.9009358058096611, num_samples: 63646, fps: 1319.2702936161459, best_epoch: 27 +[2025/07/21 19:04:42] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 19:04:42] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_28.pth +[2025/07/21 19:04:44] openrec INFO: epoch: [29/100], global_step: 40210, lr: 0.000431, loss: 0.444768, avg_reader_cost: 9.19774 s, avg_batch_cost: 9.25817 s, avg_samples: 12.8, ips: 1.38256 samples/s, eta: 11:31:29 +[2025/07/21 19:04:47] openrec INFO: epoch: [29/100], global_step: 40220, lr: 0.000431, loss: 0.401506, avg_reader_cost: 0.00525 s, avg_batch_cost: 0.29118 s, avg_samples: 101.0, ips: 346.85898 samples/s, eta: 11:31:22 +[2025/07/21 19:04:50] openrec INFO: epoch: [29/100], global_step: 40230, lr: 0.000431, loss: 0.377212, avg_reader_cost: 0.00642 s, avg_batch_cost: 0.29226 s, avg_samples: 102.8, ips: 351.74406 samples/s, eta: 11:31:15 +[2025/07/21 19:04:53] openrec INFO: epoch: [29/100], global_step: 40240, lr: 0.000431, loss: 0.494259, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.28907 s, avg_samples: 83.9, ips: 290.24276 samples/s, eta: 11:31:08 +[2025/07/21 19:04:55] openrec INFO: epoch: [29/100], global_step: 40250, lr: 0.000431, loss: 0.478445, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.29293 s, avg_samples: 89.6, ips: 305.87693 samples/s, eta: 11:31:01 +[2025/07/21 19:04:58] openrec INFO: epoch: [29/100], global_step: 40260, lr: 0.000431, loss: 0.486090, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.28859 s, avg_samples: 85.3, ips: 295.57941 samples/s, eta: 11:30:54 +[2025/07/21 19:05:01] openrec INFO: epoch: [29/100], global_step: 40270, lr: 0.000431, loss: 0.553600, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.29031 s, avg_samples: 89.6, ips: 308.63800 samples/s, eta: 11:30:47 +[2025/07/21 19:05:04] openrec INFO: epoch: [29/100], global_step: 40280, lr: 0.000431, loss: 0.512065, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.28859 s, avg_samples: 87.0, ips: 301.46475 samples/s, eta: 11:30:41 +[2025/07/21 19:05:07] openrec INFO: epoch: [29/100], global_step: 40290, lr: 0.000431, loss: 0.534997, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.28593 s, avg_samples: 106.3, ips: 371.77168 samples/s, eta: 11:30:34 +[2025/07/21 19:05:10] openrec INFO: epoch: [29/100], global_step: 40300, lr: 0.000431, loss: 0.466831, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29095 s, avg_samples: 85.0, ips: 292.14786 samples/s, eta: 11:30:27 +[2025/07/21 19:05:13] openrec INFO: epoch: [29/100], global_step: 40310, lr: 0.000431, loss: 0.441081, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.29382 s, avg_samples: 101.9, ips: 346.81652 samples/s, eta: 11:30:20 +[2025/07/21 19:05:16] openrec INFO: epoch: [29/100], global_step: 40320, lr: 0.000431, loss: 0.412580, avg_reader_cost: 0.00624 s, avg_batch_cost: 0.29139 s, avg_samples: 90.9, ips: 311.95641 samples/s, eta: 11:30:13 +[2025/07/21 19:05:19] openrec INFO: epoch: [29/100], global_step: 40330, lr: 0.000431, loss: 0.460460, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.28959 s, avg_samples: 93.4, ips: 322.51969 samples/s, eta: 11:30:06 +[2025/07/21 19:05:22] openrec INFO: epoch: [29/100], global_step: 40340, lr: 0.000431, loss: 0.527141, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.29990 s, avg_samples: 97.8, ips: 326.10776 samples/s, eta: 11:30:00 +[2025/07/21 19:05:25] openrec INFO: epoch: [29/100], global_step: 40350, lr: 0.000431, loss: 0.530940, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.29592 s, avg_samples: 96.0, ips: 324.41264 samples/s, eta: 11:29:53 +[2025/07/21 19:05:28] openrec INFO: epoch: [29/100], global_step: 40360, lr: 0.000431, loss: 0.474020, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.29134 s, avg_samples: 95.2, ips: 326.76117 samples/s, eta: 11:29:46 +[2025/07/21 19:05:31] openrec INFO: epoch: [29/100], global_step: 40370, lr: 0.000430, loss: 0.384008, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28857 s, avg_samples: 99.3, ips: 344.11309 samples/s, eta: 11:29:39 +[2025/07/21 19:05:34] openrec INFO: epoch: [29/100], global_step: 40380, lr: 0.000430, loss: 0.362956, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29282 s, avg_samples: 102.4, ips: 349.70713 samples/s, eta: 11:29:33 +[2025/07/21 19:05:36] openrec INFO: epoch: [29/100], global_step: 40390, lr: 0.000430, loss: 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+[2025/07/21 19:05:51] openrec INFO: epoch: [29/100], global_step: 40440, lr: 0.000430, loss: 0.479377, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.29182 s, avg_samples: 104.5, ips: 358.10246 samples/s, eta: 11:28:52 +[2025/07/21 19:05:54] openrec INFO: epoch: [29/100], global_step: 40450, lr: 0.000430, loss: 0.438249, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29231 s, avg_samples: 101.4, ips: 346.88818 samples/s, eta: 11:28:45 +[2025/07/21 19:05:57] openrec INFO: epoch: [29/100], global_step: 40460, lr: 0.000430, loss: 0.465028, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.28449 s, avg_samples: 93.4, ips: 328.30108 samples/s, eta: 11:28:38 +[2025/07/21 19:06:00] openrec INFO: epoch: [29/100], global_step: 40470, lr: 0.000430, loss: 0.495258, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.28956 s, avg_samples: 104.5, ips: 360.88831 samples/s, eta: 11:28:32 +[2025/07/21 19:06:03] openrec INFO: epoch: [29/100], global_step: 40480, lr: 0.000430, loss: 0.473546, avg_reader_cost: 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INFO: epoch: [29/100], global_step: 40530, lr: 0.000430, loss: 0.408537, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.29391 s, avg_samples: 89.1, ips: 303.15058 samples/s, eta: 11:27:51 +[2025/07/21 19:06:20] openrec INFO: epoch: [29/100], global_step: 40540, lr: 0.000430, loss: 0.427256, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.28759 s, avg_samples: 103.3, ips: 359.19399 samples/s, eta: 11:27:44 +[2025/07/21 19:06:23] openrec INFO: epoch: [29/100], global_step: 40550, lr: 0.000430, loss: 0.499256, avg_reader_cost: 0.00555 s, avg_batch_cost: 0.29554 s, avg_samples: 108.3, ips: 366.44665 samples/s, eta: 11:27:37 +[2025/07/21 19:06:26] openrec INFO: epoch: [29/100], global_step: 40560, lr: 0.000430, loss: 0.448588, avg_reader_cost: 0.00558 s, avg_batch_cost: 0.29310 s, avg_samples: 95.0, ips: 324.12663 samples/s, eta: 11:27:31 +[2025/07/21 19:06:29] openrec INFO: epoch: [29/100], global_step: 40570, lr: 0.000430, loss: 0.455367, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.29005 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avg_reader_cost: 0.00573 s, avg_batch_cost: 0.28267 s, avg_samples: 81.5, ips: 288.31986 samples/s, eta: 11:17:43 +[2025/07/21 19:10:48] openrec INFO: epoch: [29/100], global_step: 41450, lr: 0.000426, loss: 0.502365, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.29164 s, avg_samples: 101.9, ips: 349.39810 samples/s, eta: 11:17:37 +[2025/07/21 19:10:51] openrec INFO: epoch: [29/100], global_step: 41460, lr: 0.000426, loss: 0.569835, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29472 s, avg_samples: 91.7, ips: 311.14320 samples/s, eta: 11:17:30 +[2025/07/21 19:10:53] openrec INFO: epoch: [29/100], global_step: 41470, lr: 0.000426, loss: 0.506754, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.28317 s, avg_samples: 106.6, ips: 376.45645 samples/s, eta: 11:17:23 +[2025/07/21 19:10:56] openrec INFO: epoch: [29/100], global_step: 41480, lr: 0.000426, loss: 0.485964, avg_reader_cost: 0.00619 s, avg_batch_cost: 0.29747 s, avg_samples: 98.5, ips: 331.13095 samples/s, eta: 11:17:17 +[2025/07/21 19:10:59] openrec INFO: epoch: [29/100], global_step: 41490, lr: 0.000426, loss: 0.473552, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.29233 s, avg_samples: 78.1, ips: 267.16003 samples/s, eta: 11:17:10 +[2025/07/21 19:11:02] openrec INFO: epoch: [29/100], global_step: 41500, lr: 0.000426, loss: 0.485989, avg_reader_cost: 0.00612 s, avg_batch_cost: 0.28989 s, avg_samples: 93.4, ips: 322.19523 samples/s, eta: 11:17:04 +[2025/07/21 19:11:05] openrec INFO: epoch: [29/100], global_step: 41510, lr: 0.000426, loss: 0.500714, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29008 s, avg_samples: 110.9, ips: 382.31204 samples/s, eta: 11:16:57 +[2025/07/21 19:11:08] openrec INFO: epoch: [29/100], global_step: 41520, lr: 0.000426, loss: 0.509824, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28999 s, avg_samples: 101.9, ips: 351.39553 samples/s, eta: 11:16:50 +[2025/07/21 19:11:11] openrec INFO: epoch: [29/100], global_step: 41530, lr: 0.000426, loss: 0.500085, avg_reader_cost: 0.00603 s, 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epoch: [29/100], global_step: 41580, lr: 0.000426, loss: 0.438192, avg_reader_cost: 0.00613 s, avg_batch_cost: 0.28833 s, avg_samples: 83.6, ips: 289.94120 samples/s, eta: 11:16:11 +[2025/07/21 19:11:29] openrec INFO: epoch: [29/100], global_step: 41590, lr: 0.000426, loss: 0.394890, avg_reader_cost: 0.00616 s, avg_batch_cost: 0.29520 s, avg_samples: 99.9, ips: 338.41128 samples/s, eta: 11:16:04 +[2025/07/21 19:11:32] openrec INFO: epoch: [29/100], global_step: 41600, lr: 0.000426, loss: 0.390258, avg_reader_cost: 0.00609 s, avg_batch_cost: 0.29028 s, avg_samples: 102.5, ips: 353.11081 samples/s, eta: 11:15:58 +[2025/07/21 19:11:34] openrec INFO: epoch: [29/100], global_step: 41610, lr: 0.000425, loss: 0.390258, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.28851 s, avg_samples: 104.0, ips: 360.47115 samples/s, eta: 11:15:51 +[2025/07/21 19:11:37] openrec INFO: epoch: [29/100], global_step: 41620, lr: 0.000425, loss: 0.427949, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.28691 s, avg_samples: 92.6, ips: 322.75138 samples/s, eta: 11:15:44 +[2025/07/21 19:11:40] openrec INFO: epoch: [29/100], global_step: 41630, lr: 0.000425, loss: 0.472888, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29233 s, avg_samples: 103.1, ips: 352.68496 samples/s, eta: 11:15:38 +[2025/07/21 19:11:43] openrec INFO: epoch: [29/100], global_step: 41640, lr: 0.000425, loss: 0.416975, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29262 s, avg_samples: 99.3, ips: 339.35262 samples/s, eta: 11:15:31 +[2025/07/21 19:11:44] openrec INFO: epoch: [29/100], global_step: 41644, lr: 0.000425, loss: 0.444132, avg_reader_cost: 0.00227 s, avg_batch_cost: 0.11224 s, avg_samples: 26.5, ips: 236.09749 samples/s, eta: 11:15:28 +[2025/07/21 19:13:12] openrec INFO: cur metric, acc: 0.7944097035486268, norm_edit_dis: 0.9012617908852469, num_samples: 63646, fps: 1321.8733191107153 +[2025/07/21 19:13:13] openrec INFO: save ckpt to 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+[2025/07/21 19:13:50] openrec INFO: epoch: [30/100], global_step: 41760, lr: 0.000425, loss: 0.471835, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.28903 s, avg_samples: 99.3, ips: 343.56162 samples/s, eta: 11:17:57 +[2025/07/21 19:13:53] openrec INFO: epoch: [30/100], global_step: 41770, lr: 0.000425, loss: 0.398356, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.29531 s, avg_samples: 106.6, ips: 360.98150 samples/s, eta: 11:17:50 +[2025/07/21 19:13:56] openrec INFO: epoch: [30/100], global_step: 41780, lr: 0.000425, loss: 0.393933, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29128 s, avg_samples: 94.7, ips: 325.11251 samples/s, eta: 11:17:44 +[2025/07/21 19:13:59] openrec INFO: epoch: [30/100], global_step: 41790, lr: 0.000425, loss: 0.444253, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.28677 s, avg_samples: 100.2, ips: 349.40619 samples/s, eta: 11:17:37 +[2025/07/21 19:14:02] openrec INFO: epoch: [30/100], global_step: 41800, lr: 0.000425, loss: 0.430246, avg_reader_cost: 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INFO: epoch: [30/100], global_step: 41850, lr: 0.000424, loss: 0.394986, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.29042 s, avg_samples: 93.3, ips: 321.25485 samples/s, eta: 11:16:57 +[2025/07/21 19:14:20] openrec INFO: epoch: [30/100], global_step: 41860, lr: 0.000424, loss: 0.374105, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.28951 s, avg_samples: 101.9, ips: 351.97636 samples/s, eta: 11:16:51 +[2025/07/21 19:14:23] openrec INFO: epoch: [30/100], global_step: 41870, lr: 0.000424, loss: 0.383157, avg_reader_cost: 0.01371 s, avg_batch_cost: 0.29678 s, avg_samples: 92.6, ips: 312.01717 samples/s, eta: 11:16:44 +[2025/07/21 19:14:26] openrec INFO: epoch: [30/100], global_step: 41880, lr: 0.000424, loss: 0.400191, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29943 s, avg_samples: 103.3, ips: 344.98707 samples/s, eta: 11:16:38 +[2025/07/21 19:14:29] openrec INFO: epoch: [30/100], global_step: 41890, lr: 0.000424, loss: 0.427863, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.28948 s, avg_samples: 91.7, ips: 316.77209 samples/s, eta: 11:16:31 +[2025/07/21 19:14:32] openrec INFO: epoch: [30/100], global_step: 41900, lr: 0.000424, loss: 0.435009, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.29205 s, avg_samples: 108.3, ips: 370.82364 samples/s, eta: 11:16:25 +[2025/07/21 19:14:34] openrec INFO: epoch: [30/100], global_step: 41910, lr: 0.000424, loss: 0.410394, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.28729 s, avg_samples: 107.1, ips: 372.79976 samples/s, eta: 11:16:18 +[2025/07/21 19:14:37] openrec INFO: epoch: [30/100], global_step: 41920, lr: 0.000424, loss: 0.397433, avg_reader_cost: 0.00609 s, avg_batch_cost: 0.29159 s, avg_samples: 104.0, ips: 356.66603 samples/s, eta: 11:16:11 +[2025/07/21 19:14:40] openrec INFO: epoch: [30/100], global_step: 41930, lr: 0.000424, loss: 0.476888, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.28914 s, avg_samples: 87.4, ips: 302.27142 samples/s, eta: 11:16:05 +[2025/07/21 19:14:43] openrec INFO: epoch: [30/100], global_step: 41940, lr: 0.000424, loss: 0.450392, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29362 s, avg_samples: 90.9, ips: 309.58023 samples/s, eta: 11:15:58 +[2025/07/21 19:14:46] openrec INFO: epoch: [30/100], global_step: 41950, lr: 0.000424, loss: 0.447955, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.29373 s, avg_samples: 110.0, ips: 374.49726 samples/s, eta: 11:15:52 +[2025/07/21 19:14:49] openrec INFO: epoch: [30/100], global_step: 41960, lr: 0.000424, loss: 0.414312, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29603 s, avg_samples: 78.6, ips: 265.51325 samples/s, eta: 11:15:45 +[2025/07/21 19:14:52] openrec INFO: epoch: [30/100], global_step: 41970, lr: 0.000424, loss: 0.383463, avg_reader_cost: 0.00562 s, avg_batch_cost: 0.29438 s, avg_samples: 88.3, ips: 299.95091 samples/s, eta: 11:15:39 +[2025/07/21 19:14:55] openrec INFO: epoch: [30/100], global_step: 41980, lr: 0.000424, loss: 0.428964, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29013 s, avg_samples: 82.8, ips: 285.39135 samples/s, eta: 11:15:32 +[2025/07/21 19:14:58] openrec INFO: epoch: [30/100], global_step: 41990, lr: 0.000424, loss: 0.444717, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.29709 s, avg_samples: 92.1, ips: 310.00858 samples/s, eta: 11:15:25 +[2025/07/21 19:15:01] openrec INFO: epoch: [30/100], global_step: 42000, lr: 0.000424, loss: 0.450382, avg_reader_cost: 0.00616 s, avg_batch_cost: 0.28801 s, avg_samples: 106.2, ips: 368.73631 samples/s, eta: 11:15:19 +[2025/07/21 19:16:29] openrec INFO: cur metric, acc: 0.7968136252401071, norm_edit_dis: 0.9037373030753998, num_samples: 63646, fps: 1327.0796697086732 +[2025/07/21 19:16:30] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 19:16:30] openrec INFO: best metric, acc: 0.7968136252401071, norm_edit_dis: 0.9037373030753998, num_samples: 63646, fps: 1327.0796697086732, best_epoch: 30 +[2025/07/21 19:16:33] openrec INFO: epoch: [30/100], global_step: 42010, lr: 0.000424, loss: 0.466441, avg_reader_cost: 8.88449 s, avg_batch_cost: 9.16149 s, avg_samples: 113.5, ips: 12.38881 samples/s, eta: 11:18:47 +[2025/07/21 19:16:35] openrec INFO: epoch: [30/100], global_step: 42020, lr: 0.000424, loss: 0.473629, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.28889 s, avg_samples: 100.7, ips: 348.57791 samples/s, eta: 11:18:40 +[2025/07/21 19:16:38] openrec INFO: epoch: [30/100], global_step: 42030, lr: 0.000424, loss: 0.448929, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.28771 s, avg_samples: 83.6, ips: 290.57338 samples/s, eta: 11:18:33 +[2025/07/21 19:16:41] openrec INFO: epoch: [30/100], global_step: 42040, lr: 0.000424, loss: 0.382398, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.29559 s, avg_samples: 112.1, ips: 379.24024 samples/s, eta: 11:18:27 +[2025/07/21 19:16:44] openrec INFO: epoch: [30/100], global_step: 42050, lr: 0.000424, loss: 0.370992, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29466 s, 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42100, lr: 0.000423, loss: 0.381798, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.28886 s, avg_samples: 89.9, ips: 311.22332 samples/s, eta: 11:17:47 +[2025/07/21 19:17:02] openrec INFO: epoch: [30/100], global_step: 42110, lr: 0.000423, loss: 0.401390, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29037 s, avg_samples: 90.0, ips: 309.95285 samples/s, eta: 11:17:40 +[2025/07/21 19:17:05] openrec INFO: epoch: [30/100], global_step: 42120, lr: 0.000423, loss: 0.422644, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.28944 s, avg_samples: 92.6, ips: 319.93208 samples/s, eta: 11:17:33 +[2025/07/21 19:17:08] openrec INFO: epoch: [30/100], global_step: 42130, lr: 0.000423, loss: 0.410866, avg_reader_cost: 0.00547 s, avg_batch_cost: 0.29550 s, avg_samples: 88.3, ips: 298.81967 samples/s, eta: 11:17:27 +[2025/07/21 19:17:11] openrec INFO: epoch: [30/100], global_step: 42140, lr: 0.000423, loss: 0.443129, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.28673 s, avg_samples: 70.4, ips: 245.52627 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+[2025/07/21 19:17:40] openrec INFO: epoch: [30/100], global_step: 42240, lr: 0.000423, loss: 0.449185, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.29265 s, avg_samples: 103.6, ips: 354.01064 samples/s, eta: 11:16:14 +[2025/07/21 19:17:43] openrec INFO: epoch: [30/100], global_step: 42250, lr: 0.000423, loss: 0.516094, avg_reader_cost: 0.00607 s, avg_batch_cost: 0.29193 s, avg_samples: 98.1, ips: 336.04329 samples/s, eta: 11:16:07 +[2025/07/21 19:17:46] openrec INFO: epoch: [30/100], global_step: 42260, lr: 0.000423, loss: 0.476522, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29358 s, avg_samples: 78.9, ips: 268.74686 samples/s, eta: 11:16:01 +[2025/07/21 19:17:49] openrec INFO: epoch: [30/100], global_step: 42270, lr: 0.000423, loss: 0.465699, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28826 s, avg_samples: 65.8, ips: 228.26518 samples/s, eta: 11:15:54 +[2025/07/21 19:17:52] openrec INFO: epoch: [30/100], global_step: 42280, lr: 0.000423, loss: 0.502461, avg_reader_cost: 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openrec INFO: epoch: [30/100], global_step: 42330, lr: 0.000423, loss: 0.482854, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.28961 s, avg_samples: 89.1, ips: 307.66026 samples/s, eta: 11:15:14 +[2025/07/21 19:18:09] openrec INFO: epoch: [30/100], global_step: 42340, lr: 0.000422, loss: 0.371203, avg_reader_cost: 0.00619 s, avg_batch_cost: 0.28212 s, avg_samples: 112.1, ips: 397.35249 samples/s, eta: 11:15:07 +[2025/07/21 19:18:12] openrec INFO: epoch: [30/100], global_step: 42350, lr: 0.000422, loss: 0.354482, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29989 s, avg_samples: 90.0, ips: 300.11134 samples/s, eta: 11:15:01 +[2025/07/21 19:18:15] openrec INFO: epoch: [30/100], global_step: 42360, lr: 0.000422, loss: 0.418273, avg_reader_cost: 0.00559 s, avg_batch_cost: 0.28953 s, avg_samples: 105.4, ips: 364.04308 samples/s, eta: 11:14:54 +[2025/07/21 19:18:18] openrec INFO: epoch: [30/100], global_step: 42370, lr: 0.000422, loss: 0.490662, avg_reader_cost: 0.00599 s, avg_batch_cost: 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+[2025/07/21 19:19:40] openrec INFO: epoch: [30/100], global_step: 42650, lr: 0.000421, loss: 0.477514, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.29759 s, avg_samples: 91.7, ips: 308.13714 samples/s, eta: 11:11:44 +[2025/07/21 19:19:43] openrec INFO: epoch: [30/100], global_step: 42660, lr: 0.000421, loss: 0.470309, avg_reader_cost: 0.00557 s, avg_batch_cost: 0.28464 s, avg_samples: 98.1, ips: 344.64685 samples/s, eta: 11:11:37 +[2025/07/21 19:19:46] openrec INFO: epoch: [30/100], global_step: 42670, lr: 0.000421, loss: 0.451348, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29605 s, avg_samples: 88.3, ips: 298.26067 samples/s, eta: 11:11:30 +[2025/07/21 19:19:49] openrec INFO: epoch: [30/100], global_step: 42680, lr: 0.000421, loss: 0.424865, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29399 s, avg_samples: 97.2, ips: 330.62768 samples/s, eta: 11:11:24 +[2025/07/21 19:19:51] openrec INFO: epoch: [30/100], global_step: 42690, lr: 0.000421, loss: 0.401830, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29053 s, avg_samples: 94.3, ips: 324.58360 samples/s, eta: 11:11:17 +[2025/07/21 19:19:54] openrec INFO: epoch: [30/100], global_step: 42700, lr: 0.000421, loss: 0.424804, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.29147 s, avg_samples: 94.7, ips: 324.90957 samples/s, eta: 11:11:11 +[2025/07/21 19:19:57] openrec INFO: epoch: [30/100], global_step: 42710, lr: 0.000421, loss: 0.444068, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29225 s, avg_samples: 100.2, ips: 342.85327 samples/s, eta: 11:11:04 +[2025/07/21 19:20:00] openrec INFO: epoch: [30/100], global_step: 42720, lr: 0.000421, loss: 0.456456, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.28563 s, avg_samples: 95.5, ips: 334.34759 samples/s, eta: 11:10:58 +[2025/07/21 19:20:03] openrec INFO: epoch: [30/100], global_step: 42730, lr: 0.000421, loss: 0.474657, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.29596 s, avg_samples: 94.3, ips: 318.61919 samples/s, eta: 11:10:51 +[2025/07/21 19:20:06] openrec INFO: epoch: [30/100], global_step: 42740, lr: 0.000421, loss: 0.451792, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29143 s, avg_samples: 108.7, ips: 372.99145 samples/s, eta: 11:10:45 +[2025/07/21 19:20:09] openrec INFO: epoch: [30/100], global_step: 42750, lr: 0.000421, loss: 0.474802, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29375 s, avg_samples: 99.0, ips: 337.01786 samples/s, eta: 11:10:38 +[2025/07/21 19:20:12] openrec INFO: epoch: [30/100], global_step: 42760, lr: 0.000421, loss: 0.502374, avg_reader_cost: 0.00621 s, avg_batch_cost: 0.28808 s, avg_samples: 98.1, ips: 340.52598 samples/s, eta: 11:10:32 +[2025/07/21 19:20:15] openrec INFO: epoch: [30/100], global_step: 42770, lr: 0.000421, loss: 0.484468, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.28591 s, avg_samples: 86.2, ips: 301.49575 samples/s, eta: 11:10:25 +[2025/07/21 19:20:18] openrec INFO: epoch: [30/100], global_step: 42780, lr: 0.000421, loss: 0.439488, avg_reader_cost: 0.00611 s, avg_batch_cost: 0.29233 s, 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42830, lr: 0.000420, loss: 0.453470, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29920 s, avg_samples: 101.1, ips: 337.90160 samples/s, eta: 11:09:47 +[2025/07/21 19:20:36] openrec INFO: epoch: [30/100], global_step: 42840, lr: 0.000420, loss: 0.422020, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29202 s, avg_samples: 99.7, ips: 341.41922 samples/s, eta: 11:09:40 +[2025/07/21 19:20:39] openrec INFO: epoch: [30/100], global_step: 42850, lr: 0.000420, loss: 0.412902, avg_reader_cost: 0.00561 s, avg_batch_cost: 0.29567 s, avg_samples: 91.7, ips: 310.14058 samples/s, eta: 11:09:34 +[2025/07/21 19:20:42] openrec INFO: epoch: [30/100], global_step: 42860, lr: 0.000420, loss: 0.448667, avg_reader_cost: 0.00607 s, avg_batch_cost: 0.29339 s, avg_samples: 103.3, ips: 352.09209 samples/s, eta: 11:09:27 +[2025/07/21 19:20:44] openrec INFO: epoch: [30/100], global_step: 42870, lr: 0.000420, loss: 0.468640, avg_reader_cost: 0.00555 s, avg_batch_cost: 0.29311 s, avg_samples: 77.7, ips: 265.08833 samples/s, eta: 11:09:21 +[2025/07/21 19:20:47] openrec INFO: epoch: [30/100], global_step: 42880, lr: 0.000420, loss: 0.427651, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29660 s, avg_samples: 90.5, ips: 305.12177 samples/s, eta: 11:09:14 +[2025/07/21 19:20:50] openrec INFO: epoch: [30/100], global_step: 42890, lr: 0.000420, loss: 0.430188, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.28659 s, avg_samples: 91.7, ips: 319.97049 samples/s, eta: 11:09:08 +[2025/07/21 19:20:53] openrec INFO: epoch: [30/100], global_step: 42900, lr: 0.000420, loss: 0.455603, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29185 s, avg_samples: 99.0, ips: 339.21702 samples/s, eta: 11:09:01 +[2025/07/21 19:20:56] openrec INFO: epoch: [30/100], global_step: 42910, lr: 0.000420, loss: 0.409775, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.29364 s, avg_samples: 93.8, ips: 319.43348 samples/s, eta: 11:08:55 +[2025/07/21 19:20:59] openrec INFO: epoch: [30/100], global_step: 42920, lr: 0.000420, loss: 0.445051, avg_reader_cost: 0.00538 s, avg_batch_cost: 0.29062 s, avg_samples: 75.1, ips: 258.41284 samples/s, eta: 11:08:48 +[2025/07/21 19:21:02] openrec INFO: epoch: [30/100], global_step: 42930, lr: 0.000420, loss: 0.445051, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.28686 s, avg_samples: 109.7, ips: 382.41582 samples/s, eta: 11:08:42 +[2025/07/21 19:21:05] openrec INFO: epoch: [30/100], global_step: 42940, lr: 0.000420, loss: 0.419624, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29048 s, avg_samples: 93.4, ips: 321.53709 samples/s, eta: 11:08:35 +[2025/07/21 19:21:08] openrec INFO: epoch: [30/100], global_step: 42950, lr: 0.000420, loss: 0.488020, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29590 s, avg_samples: 79.3, ips: 267.99367 samples/s, eta: 11:08:29 +[2025/07/21 19:21:11] openrec INFO: epoch: [30/100], global_step: 42960, lr: 0.000420, loss: 0.488020, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29752 s, avg_samples: 84.6, ips: 284.35043 samples/s, eta: 11:08:22 +[2025/07/21 19:21:14] openrec INFO: epoch: [30/100], global_step: 42970, lr: 0.000420, loss: 0.439518, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29432 s, avg_samples: 91.7, ips: 311.56533 samples/s, eta: 11:08:16 +[2025/07/21 19:21:17] openrec INFO: epoch: [30/100], global_step: 42980, lr: 0.000420, loss: 0.421768, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.28816 s, avg_samples: 101.1, ips: 350.84865 samples/s, eta: 11:08:09 +[2025/07/21 19:21:20] openrec INFO: epoch: [30/100], global_step: 42990, lr: 0.000420, loss: 0.402152, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.29829 s, avg_samples: 107.1, ips: 359.04899 samples/s, eta: 11:08:03 +[2025/07/21 19:21:23] openrec INFO: epoch: [30/100], global_step: 43000, lr: 0.000420, loss: 0.474346, avg_reader_cost: 0.01331 s, avg_batch_cost: 0.29668 s, avg_samples: 98.1, ips: 330.65962 samples/s, eta: 11:07:57 +[2025/07/21 19:21:26] openrec INFO: epoch: [30/100], global_step: 43010, lr: 0.000420, loss: 0.474346, avg_reader_cost: 0.00597 s, avg_batch_cost: 0.29160 s, avg_samples: 110.9, ips: 380.32105 samples/s, eta: 11:07:50 +[2025/07/21 19:21:29] openrec INFO: epoch: [30/100], global_step: 43020, lr: 0.000420, loss: 0.432452, avg_reader_cost: 0.00632 s, avg_batch_cost: 0.29627 s, avg_samples: 90.9, ips: 306.81341 samples/s, eta: 11:07:44 +[2025/07/21 19:21:32] openrec INFO: epoch: [30/100], global_step: 43030, lr: 0.000420, loss: 0.456659, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.28894 s, avg_samples: 88.2, ips: 305.25636 samples/s, eta: 11:07:37 +[2025/07/21 19:21:35] openrec INFO: epoch: [30/100], global_step: 43040, lr: 0.000420, loss: 0.536383, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29667 s, avg_samples: 92.9, ips: 313.14211 samples/s, eta: 11:07:31 +[2025/07/21 19:21:37] openrec INFO: epoch: [30/100], global_step: 43050, lr: 0.000419, loss: 0.509139, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29258 s, avg_samples: 92.6, ips: 316.49545 samples/s, eta: 11:07:24 +[2025/07/21 19:21:40] openrec INFO: epoch: [30/100], global_step: 43060, lr: 0.000419, loss: 0.389304, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.29530 s, avg_samples: 114.7, ips: 388.41234 samples/s, eta: 11:07:18 +[2025/07/21 19:21:43] openrec INFO: epoch: [30/100], global_step: 43070, lr: 0.000419, loss: 0.427024, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.28914 s, avg_samples: 96.9, ips: 335.13126 samples/s, eta: 11:07:12 +[2025/07/21 19:21:46] openrec INFO: epoch: [30/100], global_step: 43080, lr: 0.000419, loss: 0.503990, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.28626 s, avg_samples: 99.3, ips: 346.88478 samples/s, eta: 11:07:05 +[2025/07/21 19:23:15] openrec INFO: cur metric, acc: 0.7995632088741533, norm_edit_dis: 0.9051894843272512, num_samples: 63646, fps: 1314.7003880909926 +[2025/07/21 19:23:16] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 19:23:16] openrec INFO: best metric, acc: 0.7995632088741533, norm_edit_dis: 0.9051894843272512, num_samples: 63646, fps: 1314.7003880909926, best_epoch: 30 +[2025/07/21 19:23:18] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 19:23:19] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_30.pth +[2025/07/21 19:23:22] openrec INFO: epoch: [31/100], global_step: 43090, lr: 0.000419, loss: 0.429367, avg_reader_cost: 9.31435 s, avg_batch_cost: 9.59608 s, avg_samples: 102.8, ips: 10.71270 samples/s, eta: 11:10:36 +[2025/07/21 19:23:25] openrec INFO: epoch: [31/100], global_step: 43100, lr: 0.000419, loss: 0.394942, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29625 s, avg_samples: 90.5, ips: 305.48682 samples/s, eta: 11:10:29 +[2025/07/21 19:23:28] openrec INFO: epoch: [31/100], global_step: 43110, lr: 0.000419, loss: 0.404069, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.29228 s, avg_samples: 89.1, ips: 304.84670 samples/s, eta: 11:10:23 +[2025/07/21 19:23:31] openrec INFO: epoch: [31/100], global_step: 43120, lr: 0.000419, loss: 0.394481, avg_reader_cost: 0.00559 s, avg_batch_cost: 0.28674 s, avg_samples: 91.2, ips: 318.05593 samples/s, eta: 11:10:16 +[2025/07/21 19:23:34] openrec INFO: epoch: [31/100], global_step: 43130, lr: 0.000419, loss: 0.380948, avg_reader_cost: 0.00562 s, avg_batch_cost: 0.29756 s, avg_samples: 95.5, ips: 320.94000 samples/s, eta: 11:10:10 +[2025/07/21 19:23:37] openrec INFO: epoch: [31/100], global_step: 43140, lr: 0.000419, loss: 0.400192, avg_reader_cost: 0.00560 s, avg_batch_cost: 0.29546 s, avg_samples: 100.7, ips: 340.82810 samples/s, eta: 11:10:03 +[2025/07/21 19:23:40] openrec INFO: epoch: [31/100], global_step: 43150, lr: 0.000419, loss: 0.400100, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.28451 s, avg_samples: 93.4, ips: 328.28785 samples/s, eta: 11:09:56 +[2025/07/21 19:23:43] openrec INFO: epoch: [31/100], global_step: 43160, lr: 0.000419, loss: 0.380163, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.28425 s, avg_samples: 89.1, ips: 313.45523 samples/s, eta: 11:09:50 +[2025/07/21 19:23:46] openrec INFO: epoch: [31/100], global_step: 43170, lr: 0.000419, loss: 0.417606, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.29218 s, avg_samples: 105.7, ips: 361.76231 samples/s, eta: 11:09:43 +[2025/07/21 19:23:49] openrec INFO: epoch: [31/100], global_step: 43180, lr: 0.000419, loss: 0.418734, avg_reader_cost: 0.00556 s, avg_batch_cost: 0.29010 s, avg_samples: 98.0, ips: 337.81232 samples/s, eta: 11:09:37 +[2025/07/21 19:23:51] openrec INFO: epoch: [31/100], global_step: 43190, lr: 0.000419, loss: 0.432555, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29211 s, avg_samples: 101.9, ips: 348.83690 samples/s, eta: 11:09:30 +[2025/07/21 19:23:54] openrec INFO: epoch: [31/100], global_step: 43200, lr: 0.000419, loss: 0.447754, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.29588 s, avg_samples: 95.5, 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+[2025/07/21 19:26:24] openrec INFO: epoch: [31/100], global_step: 43710, lr: 0.000417, loss: 0.450866, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.29374 s, avg_samples: 102.8, ips: 349.97344 samples/s, eta: 11:03:53 +[2025/07/21 19:26:27] openrec INFO: epoch: [31/100], global_step: 43720, lr: 0.000417, loss: 0.569604, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.29065 s, avg_samples: 87.0, ips: 299.32724 samples/s, eta: 11:03:47 +[2025/07/21 19:26:30] openrec INFO: epoch: [31/100], global_step: 43730, lr: 0.000417, loss: 0.577491, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.28850 s, avg_samples: 82.4, ips: 285.61844 samples/s, eta: 11:03:40 +[2025/07/21 19:26:33] openrec INFO: epoch: [31/100], global_step: 43740, lr: 0.000417, loss: 0.571323, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.28193 s, avg_samples: 82.7, ips: 293.33952 samples/s, eta: 11:03:33 +[2025/07/21 19:26:35] openrec INFO: epoch: [31/100], global_step: 43750, lr: 0.000416, loss: 0.526226, avg_reader_cost: 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INFO: epoch: [31/100], global_step: 43800, lr: 0.000416, loss: 0.540003, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29094 s, avg_samples: 90.8, ips: 312.09105 samples/s, eta: 11:02:55 +[2025/07/21 19:26:53] openrec INFO: epoch: [31/100], global_step: 43810, lr: 0.000416, loss: 0.534007, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29759 s, avg_samples: 113.0, ips: 379.71649 samples/s, eta: 11:02:48 +[2025/07/21 19:26:56] openrec INFO: epoch: [31/100], global_step: 43820, lr: 0.000416, loss: 0.480533, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.28817 s, avg_samples: 92.6, ips: 321.34333 samples/s, eta: 11:02:42 +[2025/07/21 19:26:59] openrec INFO: epoch: [31/100], global_step: 43830, lr: 0.000416, loss: 0.488500, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.30167 s, avg_samples: 99.0, ips: 328.16995 samples/s, eta: 11:02:36 +[2025/07/21 19:27:02] openrec INFO: epoch: [31/100], global_step: 43840, lr: 0.000416, loss: 0.457461, avg_reader_cost: 0.00654 s, avg_batch_cost: 0.29200 s, 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0.505553, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29346 s, avg_samples: 93.4, ips: 318.26766 samples/s, eta: 11:01:00 +[2025/07/21 19:27:46] openrec INFO: epoch: [31/100], global_step: 43990, lr: 0.000415, loss: 0.467238, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.28765 s, avg_samples: 102.8, ips: 357.37774 samples/s, eta: 11:00:53 +[2025/07/21 19:27:49] openrec INFO: epoch: [31/100], global_step: 44000, lr: 0.000415, loss: 0.572714, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.28344 s, avg_samples: 104.5, ips: 368.67878 samples/s, eta: 11:00:47 +[2025/07/21 19:29:16] openrec INFO: cur metric, acc: 0.7715960153392835, norm_edit_dis: 0.8851073497520651, num_samples: 63646, fps: 1324.7438490975503 +[2025/07/21 19:29:16] openrec INFO: best metric, acc: 0.7995632088741533, norm_edit_dis: 0.9051894843272512, num_samples: 63646, fps: 1314.7003880909926, best_epoch: 30 +[2025/07/21 19:29:19] openrec INFO: epoch: [31/100], global_step: 44010, lr: 0.000415, loss: 0.618791, avg_reader_cost: 8.78318 s, avg_batch_cost: 9.05998 s, avg_samples: 82.7, ips: 9.12805 samples/s, eta: 11:03:59 +[2025/07/21 19:29:22] openrec INFO: epoch: [31/100], global_step: 44020, lr: 0.000415, loss: 0.556308, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.29900 s, avg_samples: 87.4, ips: 292.30646 samples/s, eta: 11:03:52 +[2025/07/21 19:29:25] openrec INFO: epoch: [31/100], global_step: 44030, lr: 0.000415, loss: 0.521879, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.28408 s, avg_samples: 99.7, ips: 350.95997 samples/s, eta: 11:03:46 +[2025/07/21 19:29:28] openrec INFO: epoch: [31/100], global_step: 44040, lr: 0.000415, loss: 0.599087, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.28608 s, avg_samples: 95.5, ips: 333.81998 samples/s, eta: 11:03:39 +[2025/07/21 19:29:31] openrec INFO: epoch: [31/100], global_step: 44050, lr: 0.000415, loss: 0.614215, avg_reader_cost: 0.00626 s, avg_batch_cost: 0.29084 s, avg_samples: 96.9, ips: 333.17309 samples/s, eta: 11:03:33 +[2025/07/21 19:29:34] openrec INFO: epoch: [31/100], global_step: 44060, lr: 0.000415, loss: 0.574295, avg_reader_cost: 0.00512 s, avg_batch_cost: 0.29324 s, avg_samples: 90.5, ips: 308.61679 samples/s, eta: 11:03:26 +[2025/07/21 19:29:37] openrec INFO: epoch: [31/100], global_step: 44070, lr: 0.000415, loss: 0.562726, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28763 s, avg_samples: 103.2, ips: 358.79799 samples/s, eta: 11:03:20 +[2025/07/21 19:29:40] openrec INFO: epoch: [31/100], global_step: 44080, lr: 0.000415, loss: 0.535052, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29080 s, avg_samples: 99.8, ips: 343.18639 samples/s, eta: 11:03:13 +[2025/07/21 19:29:43] openrec INFO: epoch: [31/100], global_step: 44090, lr: 0.000415, loss: 0.543538, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29136 s, avg_samples: 86.2, ips: 295.85301 samples/s, eta: 11:03:07 +[2025/07/21 19:29:46] openrec INFO: epoch: [31/100], global_step: 44100, lr: 0.000415, loss: 0.585111, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29465 s, avg_samples: 94.3, ips: 320.04318 samples/s, eta: 11:03:00 +[2025/07/21 19:29:48] openrec INFO: epoch: [31/100], global_step: 44110, lr: 0.000415, loss: 0.514809, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.28506 s, avg_samples: 117.0, ips: 410.44434 samples/s, eta: 11:02:54 +[2025/07/21 19:29:51] openrec INFO: epoch: [31/100], global_step: 44120, lr: 0.000415, loss: 0.571198, avg_reader_cost: 0.00560 s, avg_batch_cost: 0.29381 s, avg_samples: 94.3, ips: 320.95672 samples/s, eta: 11:02:47 +[2025/07/21 19:29:54] openrec INFO: epoch: [31/100], global_step: 44130, lr: 0.000415, loss: 0.601825, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.29935 s, avg_samples: 90.8, ips: 303.32194 samples/s, eta: 11:02:41 +[2025/07/21 19:29:57] openrec INFO: epoch: [31/100], global_step: 44140, lr: 0.000415, loss: 0.595927, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.28660 s, avg_samples: 92.6, ips: 323.09413 samples/s, eta: 11:02:35 +[2025/07/21 19:30:00] openrec INFO: epoch: [31/100], global_step: 44150, lr: 0.000415, loss: 0.478215, avg_reader_cost: 0.00547 s, avg_batch_cost: 0.28676 s, avg_samples: 95.9, ips: 334.42047 samples/s, eta: 11:02:28 +[2025/07/21 19:30:03] openrec INFO: epoch: [31/100], global_step: 44160, lr: 0.000415, loss: 0.516740, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.29043 s, avg_samples: 93.4, ips: 321.59001 samples/s, eta: 11:02:22 +[2025/07/21 19:30:06] openrec INFO: epoch: [31/100], global_step: 44170, lr: 0.000415, loss: 0.487521, avg_reader_cost: 0.00605 s, avg_batch_cost: 0.29245 s, avg_samples: 110.0, ips: 376.13457 samples/s, eta: 11:02:15 +[2025/07/21 19:30:09] openrec INFO: epoch: [31/100], global_step: 44180, lr: 0.000415, loss: 0.465376, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29714 s, avg_samples: 105.7, ips: 355.72600 samples/s, eta: 11:02:09 +[2025/07/21 19:30:12] openrec INFO: epoch: [31/100], global_step: 44190, lr: 0.000415, loss: 0.526590, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.28832 s, avg_samples: 114.7, ips: 397.82605 samples/s, eta: 11:02:02 +[2025/07/21 19:30:15] openrec INFO: epoch: [31/100], global_step: 44200, lr: 0.000415, loss: 0.521708, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.28902 s, avg_samples: 71.3, ips: 246.69686 samples/s, eta: 11:01:56 +[2025/07/21 19:30:18] openrec INFO: epoch: [31/100], global_step: 44210, lr: 0.000415, loss: 0.485746, avg_reader_cost: 0.00619 s, avg_batch_cost: 0.28803 s, avg_samples: 99.0, ips: 343.71823 samples/s, eta: 11:01:49 +[2025/07/21 19:30:21] openrec INFO: epoch: [31/100], global_step: 44220, lr: 0.000414, loss: 0.473827, avg_reader_cost: 0.00643 s, avg_batch_cost: 0.29456 s, avg_samples: 90.5, ips: 307.24159 samples/s, eta: 11:01:43 +[2025/07/21 19:30:24] openrec INFO: epoch: [31/100], global_step: 44230, lr: 0.000414, loss: 0.476833, avg_reader_cost: 0.00549 s, avg_batch_cost: 0.28461 s, avg_samples: 96.4, ips: 338.71160 samples/s, eta: 11:01:37 +[2025/07/21 19:30:26] openrec INFO: epoch: [31/100], global_step: 44240, lr: 0.000414, loss: 0.475686, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.28868 s, avg_samples: 98.1, ips: 339.81837 samples/s, eta: 11:01:30 +[2025/07/21 19:30:30] openrec INFO: epoch: [31/100], global_step: 44250, lr: 0.000414, loss: 0.422330, avg_reader_cost: 0.00560 s, avg_batch_cost: 0.30265 s, avg_samples: 100.7, ips: 332.72920 samples/s, eta: 11:01:24 +[2025/07/21 19:30:32] openrec INFO: epoch: [31/100], global_step: 44260, lr: 0.000414, loss: 0.451467, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29535 s, avg_samples: 104.5, ips: 353.82036 samples/s, eta: 11:01:18 +[2025/07/21 19:30:35] openrec INFO: epoch: [31/100], global_step: 44270, lr: 0.000414, loss: 0.498459, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29115 s, avg_samples: 93.5, ips: 321.13734 samples/s, eta: 11:01:11 +[2025/07/21 19:30:38] openrec INFO: epoch: [31/100], global_step: 44280, lr: 0.000414, loss: 0.548209, avg_reader_cost: 0.00559 s, avg_batch_cost: 0.29558 s, avg_samples: 64.9, ips: 219.56990 samples/s, eta: 11:01:05 +[2025/07/21 19:30:41] openrec INFO: epoch: [31/100], global_step: 44290, lr: 0.000414, loss: 0.647128, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.29462 s, avg_samples: 96.9, ips: 328.89583 samples/s, eta: 11:00:58 +[2025/07/21 19:30:44] openrec INFO: epoch: [31/100], global_step: 44300, lr: 0.000414, loss: 0.617000, avg_reader_cost: 0.00557 s, avg_batch_cost: 0.29512 s, avg_samples: 82.7, ips: 280.22108 samples/s, eta: 11:00:52 +[2025/07/21 19:30:47] openrec INFO: epoch: [31/100], global_step: 44310, lr: 0.000414, loss: 0.540089, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.29017 s, avg_samples: 99.3, ips: 342.20998 samples/s, eta: 11:00:46 +[2025/07/21 19:30:50] openrec INFO: epoch: [31/100], global_step: 44320, lr: 0.000414, loss: 0.481302, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29633 s, avg_samples: 97.1, ips: 327.67312 samples/s, eta: 11:00:39 +[2025/07/21 19:30:53] openrec INFO: epoch: [31/100], global_step: 44330, lr: 0.000414, loss: 0.477641, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.28647 s, avg_samples: 85.3, ips: 297.76149 samples/s, eta: 11:00:33 +[2025/07/21 19:30:56] openrec INFO: epoch: [31/100], global_step: 44340, lr: 0.000414, loss: 0.506098, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.29750 s, avg_samples: 86.2, ips: 289.74765 samples/s, eta: 11:00:27 +[2025/07/21 19:30:59] openrec INFO: epoch: [31/100], global_step: 44350, lr: 0.000414, loss: 0.521150, avg_reader_cost: 0.00608 s, avg_batch_cost: 0.29620 s, avg_samples: 79.8, ips: 269.41194 samples/s, eta: 11:00:20 +[2025/07/21 19:31:02] openrec INFO: epoch: [31/100], global_step: 44360, lr: 0.000414, loss: 0.481289, avg_reader_cost: 0.00610 s, avg_batch_cost: 0.29660 s, avg_samples: 96.0, ips: 323.67107 samples/s, eta: 11:00:14 +[2025/07/21 19:31:05] openrec INFO: epoch: [31/100], global_step: 44370, lr: 0.000414, loss: 0.481289, avg_reader_cost: 0.00616 s, avg_batch_cost: 0.29372 s, avg_samples: 103.3, ips: 351.69420 samples/s, eta: 11:00:08 +[2025/07/21 19:31:08] openrec INFO: epoch: [31/100], global_step: 44380, lr: 0.000414, loss: 0.502326, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.28769 s, avg_samples: 96.4, ips: 335.08527 samples/s, eta: 11:00:01 +[2025/07/21 19:31:11] openrec INFO: epoch: [31/100], global_step: 44390, lr: 0.000414, loss: 0.525126, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.29058 s, avg_samples: 100.7, ips: 346.54673 samples/s, eta: 10:59:55 +[2025/07/21 19:31:14] openrec INFO: epoch: [31/100], global_step: 44400, lr: 0.000414, loss: 0.525126, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.28989 s, avg_samples: 112.6, ips: 388.42079 samples/s, eta: 10:59:48 +[2025/07/21 19:31:17] openrec INFO: epoch: [31/100], global_step: 44410, lr: 0.000414, loss: 0.494214, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.28972 s, avg_samples: 95.6, ips: 329.97042 samples/s, eta: 10:59:42 +[2025/07/21 19:31:20] openrec INFO: epoch: [31/100], global_step: 44420, lr: 0.000414, loss: 0.415366, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29263 s, avg_samples: 92.1, ips: 314.72814 samples/s, eta: 10:59:36 +[2025/07/21 19:31:23] openrec INFO: epoch: [31/100], global_step: 44430, lr: 0.000414, loss: 0.475664, avg_reader_cost: 0.01398 s, avg_batch_cost: 0.29439 s, avg_samples: 101.9, ips: 346.13655 samples/s, eta: 10:59:29 +[2025/07/21 19:31:25] openrec INFO: epoch: [31/100], global_step: 44440, lr: 0.000414, loss: 0.475664, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29351 s, avg_samples: 92.1, ips: 313.79327 samples/s, eta: 10:59:23 +[2025/07/21 19:31:28] openrec INFO: epoch: [31/100], global_step: 44450, lr: 0.000413, loss: 0.479510, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.29453 s, avg_samples: 96.9, ips: 328.99926 samples/s, eta: 10:59:17 +[2025/07/21 19:31:31] openrec INFO: epoch: [31/100], global_step: 44460, lr: 0.000413, loss: 0.500543, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.29045 s, avg_samples: 109.2, ips: 375.96839 samples/s, eta: 10:59:10 +[2025/07/21 19:31:34] openrec INFO: epoch: [31/100], global_step: 44470, lr: 0.000413, loss: 0.475302, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29266 s, avg_samples: 105.7, ips: 361.17181 samples/s, eta: 10:59:04 +[2025/07/21 19:31:37] openrec INFO: epoch: [31/100], global_step: 44480, lr: 0.000413, loss: 0.476181, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28508 s, avg_samples: 90.9, ips: 318.86242 samples/s, eta: 10:58:57 +[2025/07/21 19:31:40] openrec INFO: epoch: [31/100], global_step: 44490, lr: 0.000413, loss: 0.483904, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.28977 s, avg_samples: 79.8, ips: 275.38633 samples/s, eta: 10:58:51 +[2025/07/21 19:31:43] openrec INFO: epoch: [31/100], global_step: 44500, lr: 0.000413, loss: 0.488620, avg_reader_cost: 0.00557 s, avg_batch_cost: 0.30565 s, avg_samples: 91.2, ips: 298.38155 samples/s, eta: 10:58:45 +[2025/07/21 19:31:46] openrec INFO: epoch: [31/100], global_step: 44510, lr: 0.000413, loss: 0.502341, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.29939 s, avg_samples: 95.9, ips: 320.32216 samples/s, eta: 10:58:39 +[2025/07/21 19:31:48] openrec INFO: epoch: [31/100], global_step: 44516, lr: 0.000413, loss: 0.548466, avg_reader_cost: 0.00358 s, avg_batch_cost: 0.17361 s, avg_samples: 55.9, ips: 321.98125 samples/s, eta: 10:58:35 +[2025/07/21 19:33:20] openrec INFO: cur metric, acc: 0.7785563899100404, norm_edit_dis: 0.8922962328124613, num_samples: 63646, fps: 1227.3908683250577 +[2025/07/21 19:33:20] openrec INFO: best metric, acc: 0.7995632088741533, norm_edit_dis: 0.9051894843272512, num_samples: 63646, fps: 1314.7003880909926, best_epoch: 30 +[2025/07/21 19:33:23] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 19:33:23] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_31.pth +[2025/07/21 19:33:25] openrec INFO: epoch: [32/100], global_step: 44520, lr: 0.000413, loss: 0.548466, avg_reader_cost: 9.61113 s, avg_batch_cost: 9.72135 s, avg_samples: 30.7, ips: 3.15800 samples/s, eta: 11:02:06 +[2025/07/21 19:33:28] openrec INFO: epoch: [32/100], global_step: 44530, lr: 0.000413, loss: 0.508778, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29297 s, avg_samples: 88.8, ips: 303.10136 samples/s, eta: 11:01:59 +[2025/07/21 19:33:31] openrec INFO: epoch: [32/100], global_step: 44540, lr: 0.000413, loss: 0.516266, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.28840 s, avg_samples: 103.6, ips: 359.22398 samples/s, eta: 11:01:53 +[2025/07/21 19:33:34] openrec INFO: epoch: [32/100], global_step: 44550, lr: 0.000413, loss: 0.526660, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.28642 s, avg_samples: 93.5, ips: 326.44802 samples/s, eta: 11:01:46 +[2025/07/21 19:33:37] openrec INFO: epoch: [32/100], global_step: 44560, lr: 0.000413, loss: 0.430063, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29006 s, avg_samples: 94.4, ips: 325.45176 samples/s, eta: 11:01:40 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epoch: [32/100], global_step: 45800, lr: 0.000408, loss: 0.487952, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.29054 s, avg_samples: 93.8, ips: 322.84279 samples/s, eta: 10:48:33 +[2025/07/21 19:39:43] openrec INFO: epoch: [32/100], global_step: 45810, lr: 0.000407, loss: 0.415004, avg_reader_cost: 0.00562 s, avg_batch_cost: 0.28667 s, avg_samples: 73.1, ips: 254.99990 samples/s, eta: 10:48:27 +[2025/07/21 19:39:46] openrec INFO: epoch: [32/100], global_step: 45820, lr: 0.000407, loss: 0.444135, avg_reader_cost: 0.00608 s, avg_batch_cost: 0.29387 s, avg_samples: 107.8, ips: 366.82643 samples/s, eta: 10:48:21 +[2025/07/21 19:39:49] openrec INFO: epoch: [32/100], global_step: 45830, lr: 0.000407, loss: 0.460487, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.28757 s, avg_samples: 107.4, ips: 373.46890 samples/s, eta: 10:48:14 +[2025/07/21 19:39:52] openrec INFO: epoch: [32/100], global_step: 45840, lr: 0.000407, loss: 0.403373, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.28976 s, 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samples/s, eta: 10:47:12 +[2025/07/21 19:40:21] openrec INFO: epoch: [32/100], global_step: 45940, lr: 0.000407, loss: 0.422541, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29416 s, avg_samples: 101.0, ips: 343.34693 samples/s, eta: 10:47:06 +[2025/07/21 19:40:24] openrec INFO: epoch: [32/100], global_step: 45950, lr: 0.000407, loss: 0.426987, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.28966 s, avg_samples: 100.7, ips: 347.65417 samples/s, eta: 10:46:59 +[2025/07/21 19:40:24] openrec INFO: epoch: [32/100], global_step: 45952, lr: 0.000407, loss: 0.460237, avg_reader_cost: 0.00113 s, avg_batch_cost: 0.05666 s, avg_samples: 12.8, ips: 225.90044 samples/s, eta: 10:46:58 +[2025/07/21 19:41:54] openrec INFO: cur metric, acc: 0.7908431007776069, norm_edit_dis: 0.897416938465333, num_samples: 63646, fps: 1307.6630940489797 +[2025/07/21 19:41:54] openrec INFO: best metric, acc: 0.7995632088741533, norm_edit_dis: 0.9051894843272512, num_samples: 63646, fps: 1314.7003880909926, best_epoch: 30 +[2025/07/21 19:41:56] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 19:41:57] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_32.pth +[2025/07/21 19:42:00] openrec INFO: epoch: [33/100], global_step: 45960, lr: 0.000407, loss: 0.463250, avg_reader_cost: 9.33302 s, avg_batch_cost: 9.55562 s, avg_samples: 72.5, ips: 7.58716 samples/s, eta: 10:50:11 +[2025/07/21 19:42:03] openrec INFO: epoch: [33/100], global_step: 45970, lr: 0.000407, loss: 0.469633, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.29426 s, avg_samples: 90.5, ips: 307.54838 samples/s, eta: 10:50:05 +[2025/07/21 19:42:06] openrec INFO: epoch: [33/100], global_step: 45980, lr: 0.000407, loss: 0.484645, avg_reader_cost: 0.00606 s, avg_batch_cost: 0.28489 s, avg_samples: 78.6, ips: 275.89122 samples/s, eta: 10:49:58 +[2025/07/21 19:42:09] openrec INFO: epoch: [33/100], global_step: 45990, lr: 0.000407, loss: 0.420246, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29824 s, avg_samples: 95.9, ips: 321.55800 samples/s, eta: 10:49:52 +[2025/07/21 19:42:12] openrec INFO: epoch: [33/100], global_step: 46000, lr: 0.000407, loss: 0.409697, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.28969 s, avg_samples: 78.4, ips: 270.63124 samples/s, eta: 10:49:46 +[2025/07/21 19:43:38] openrec INFO: cur metric, acc: 0.7954152655633637, norm_edit_dis: 0.9016800702982906, num_samples: 63646, fps: 1339.7685644793153 +[2025/07/21 19:43:38] openrec INFO: best metric, acc: 0.7995632088741533, norm_edit_dis: 0.9051894843272512, num_samples: 63646, fps: 1314.7003880909926, best_epoch: 30 +[2025/07/21 19:43:41] openrec INFO: epoch: [33/100], global_step: 46010, lr: 0.000407, loss: 0.395731, avg_reader_cost: 8.66520 s, avg_batch_cost: 8.94860 s, avg_samples: 97.6, ips: 10.90673 samples/s, eta: 10:52:43 +[2025/07/21 19:43:44] openrec INFO: epoch: [33/100], global_step: 46020, lr: 0.000407, loss: 0.426918, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.29119 s, avg_samples: 107.1, ips: 367.79777 samples/s, eta: 10:52:37 +[2025/07/21 19:43:47] openrec INFO: epoch: [33/100], global_step: 46030, lr: 0.000406, loss: 0.467741, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.28840 s, avg_samples: 106.2, ips: 368.23852 samples/s, eta: 10:52:31 +[2025/07/21 19:43:50] openrec INFO: epoch: [33/100], global_step: 46040, lr: 0.000406, loss: 0.434897, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.28691 s, avg_samples: 95.2, ips: 331.81450 samples/s, eta: 10:52:24 +[2025/07/21 19:43:53] openrec INFO: epoch: [33/100], global_step: 46050, lr: 0.000406, loss: 0.434897, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.28929 s, avg_samples: 101.9, ips: 352.23879 samples/s, eta: 10:52:18 +[2025/07/21 19:43:56] openrec INFO: epoch: [33/100], global_step: 46060, lr: 0.000406, loss: 0.525657, avg_reader_cost: 0.00606 s, avg_batch_cost: 0.28870 s, avg_samples: 91.4, 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+[2025/07/21 19:50:00] openrec INFO: epoch: [33/100], global_step: 47300, lr: 0.000401, loss: 0.479203, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.28987 s, avg_samples: 78.6, ips: 271.15980 samples/s, eta: 10:39:18 +[2025/07/21 19:50:02] openrec INFO: epoch: [33/100], global_step: 47310, lr: 0.000401, loss: 0.426998, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.28915 s, avg_samples: 92.2, ips: 318.86874 samples/s, eta: 10:39:11 +[2025/07/21 19:50:05] openrec INFO: epoch: [33/100], global_step: 47320, lr: 0.000401, loss: 0.407318, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.29563 s, avg_samples: 110.9, ips: 375.13240 samples/s, eta: 10:39:05 +[2025/07/21 19:50:08] openrec INFO: epoch: [33/100], global_step: 47330, lr: 0.000401, loss: 0.473744, avg_reader_cost: 0.00613 s, avg_batch_cost: 0.29548 s, avg_samples: 106.2, ips: 359.41723 samples/s, eta: 10:38:59 +[2025/07/21 19:50:11] openrec INFO: epoch: [33/100], global_step: 47340, lr: 0.000401, loss: 0.466742, avg_reader_cost: 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openrec INFO: epoch: [33/100], global_step: 47388, lr: 0.000400, loss: 0.441127, avg_reader_cost: 0.00474 s, avg_batch_cost: 0.23280 s, avg_samples: 72.5, ips: 311.43261 samples/s, eta: 10:38:24 +[2025/07/21 19:51:55] openrec INFO: cur metric, acc: 0.7966722180817848, norm_edit_dis: 0.9019523930621479, num_samples: 63646, fps: 1312.6076365495721 +[2025/07/21 19:51:55] openrec INFO: best metric, acc: 0.7995632088741533, norm_edit_dis: 0.9051894843272512, num_samples: 63646, fps: 1314.7003880909926, best_epoch: 30 +[2025/07/21 19:51:57] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 19:51:58] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_33.pth +[2025/07/21 19:51:59] openrec INFO: epoch: [34/100], global_step: 47390, lr: 0.000400, loss: 0.441127, avg_reader_cost: 9.29727 s, avg_batch_cost: 9.35072 s, 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+[2025/07/21 19:54:28] openrec INFO: epoch: [34/100], global_step: 47900, lr: 0.000398, loss: 0.487451, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29476 s, avg_samples: 98.1, ips: 332.81320 samples/s, eta: 10:36:16 +[2025/07/21 19:54:31] openrec INFO: epoch: [34/100], global_step: 47910, lr: 0.000398, loss: 0.487062, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29568 s, avg_samples: 83.2, ips: 281.38465 samples/s, eta: 10:36:10 +[2025/07/21 19:54:34] openrec INFO: epoch: [34/100], global_step: 47920, lr: 0.000398, loss: 0.495619, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.30062 s, avg_samples: 74.3, ips: 247.15293 samples/s, eta: 10:36:04 +[2025/07/21 19:54:37] openrec INFO: epoch: [34/100], global_step: 47930, lr: 0.000398, loss: 0.460236, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.28569 s, avg_samples: 87.5, ips: 306.27616 samples/s, eta: 10:35:58 +[2025/07/21 19:54:40] openrec INFO: epoch: [34/100], global_step: 47940, lr: 0.000398, loss: 0.413416, avg_reader_cost: 0.00584 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epoch: [34/100], global_step: 47990, lr: 0.000398, loss: 0.413899, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.29297 s, avg_samples: 87.1, ips: 297.30511 samples/s, eta: 10:35:21 +[2025/07/21 19:54:57] openrec INFO: epoch: [34/100], global_step: 48000, lr: 0.000397, loss: 0.552203, avg_reader_cost: 0.00620 s, avg_batch_cost: 0.29050 s, avg_samples: 84.1, ips: 289.50084 samples/s, eta: 10:35:15 +[2025/07/21 19:56:28] openrec INFO: cur metric, acc: 0.8033654902423772, norm_edit_dis: 0.9069281230667453, num_samples: 63646, fps: 1243.8743994290614 +[2025/07/21 19:56:29] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 19:56:29] openrec INFO: best metric, acc: 0.8033654902423772, norm_edit_dis: 0.9069281230667453, num_samples: 63646, fps: 1243.8743994290614, best_epoch: 34 +[2025/07/21 19:56:32] openrec INFO: epoch: [34/100], global_step: 48010, lr: 0.000397, loss: 0.538594, avg_reader_cost: 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+[2025/07/21 19:57:54] openrec INFO: epoch: [34/100], global_step: 48290, lr: 0.000396, loss: 0.370999, avg_reader_cost: 0.00605 s, avg_batch_cost: 0.29563 s, avg_samples: 93.8, ips: 317.28778 samples/s, eta: 10:35:18 +[2025/07/21 19:57:57] openrec INFO: epoch: [34/100], global_step: 48300, lr: 0.000396, loss: 0.370999, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29601 s, avg_samples: 91.8, ips: 310.12801 samples/s, eta: 10:35:12 +[2025/07/21 19:58:00] openrec INFO: epoch: [34/100], global_step: 48310, lr: 0.000396, loss: 0.411181, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.28725 s, avg_samples: 100.7, ips: 350.56499 samples/s, eta: 10:35:06 +[2025/07/21 19:58:03] openrec INFO: epoch: [34/100], global_step: 48320, lr: 0.000396, loss: 0.439696, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29138 s, avg_samples: 101.9, ips: 349.71400 samples/s, eta: 10:35:00 +[2025/07/21 19:58:06] openrec INFO: epoch: [34/100], global_step: 48330, lr: 0.000396, loss: 0.411086, avg_reader_cost: 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avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29281 s, avg_samples: 93.0, ips: 317.61067 samples/s, eta: 10:31:38 +[2025/07/21 19:59:42] openrec INFO: epoch: [34/100], global_step: 48660, lr: 0.000394, loss: 0.432473, avg_reader_cost: 0.00626 s, avg_batch_cost: 0.29015 s, avg_samples: 91.8, ips: 316.38948 samples/s, eta: 10:31:32 +[2025/07/21 19:59:45] openrec INFO: epoch: [34/100], global_step: 48670, lr: 0.000394, loss: 0.425475, avg_reader_cost: 0.00609 s, avg_batch_cost: 0.29339 s, avg_samples: 81.6, ips: 278.12659 samples/s, eta: 10:31:25 +[2025/07/21 19:59:48] openrec INFO: epoch: [34/100], global_step: 48680, lr: 0.000394, loss: 0.446976, avg_reader_cost: 0.00611 s, avg_batch_cost: 0.28635 s, avg_samples: 96.4, ips: 336.64511 samples/s, eta: 10:31:19 +[2025/07/21 19:59:51] openrec INFO: epoch: [34/100], global_step: 48690, lr: 0.000394, loss: 0.488829, avg_reader_cost: 0.00625 s, avg_batch_cost: 0.28867 s, avg_samples: 79.8, ips: 276.43574 samples/s, eta: 10:31:13 +[2025/07/21 19:59:54] openrec INFO: epoch: [34/100], global_step: 48700, lr: 0.000394, loss: 0.427293, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.28739 s, avg_samples: 103.2, ips: 359.09091 samples/s, eta: 10:31:07 +[2025/07/21 19:59:57] openrec INFO: epoch: [34/100], global_step: 48710, lr: 0.000394, loss: 0.414542, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.28933 s, avg_samples: 96.9, ips: 334.91734 samples/s, eta: 10:31:01 +[2025/07/21 20:00:00] openrec INFO: epoch: [34/100], global_step: 48720, lr: 0.000394, loss: 0.434927, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29021 s, avg_samples: 106.2, ips: 365.94553 samples/s, eta: 10:30:55 +[2025/07/21 20:00:02] openrec INFO: epoch: [34/100], global_step: 48730, lr: 0.000394, loss: 0.432112, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.28990 s, avg_samples: 104.2, ips: 359.43979 samples/s, eta: 10:30:49 +[2025/07/21 20:00:05] openrec INFO: epoch: [34/100], global_step: 48740, lr: 0.000394, loss: 0.440566, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29015 s, avg_samples: 84.8, ips: 292.25912 samples/s, eta: 10:30:42 +[2025/07/21 20:00:08] openrec INFO: epoch: [34/100], global_step: 48750, lr: 0.000394, loss: 0.456728, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29360 s, avg_samples: 90.0, ips: 306.53975 samples/s, eta: 10:30:36 +[2025/07/21 20:00:11] openrec INFO: epoch: [34/100], global_step: 48760, lr: 0.000394, loss: 0.456728, avg_reader_cost: 0.00638 s, avg_batch_cost: 0.28908 s, avg_samples: 85.7, ips: 296.45276 samples/s, eta: 10:30:30 +[2025/07/21 20:00:14] openrec INFO: epoch: [34/100], global_step: 48770, lr: 0.000394, loss: 0.515652, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.28522 s, avg_samples: 108.3, ips: 379.70343 samples/s, eta: 10:30:24 +[2025/07/21 20:00:17] openrec INFO: epoch: [34/100], global_step: 48780, lr: 0.000394, loss: 0.483776, avg_reader_cost: 0.00616 s, avg_batch_cost: 0.29705 s, avg_samples: 82.4, ips: 277.39594 samples/s, eta: 10:30:18 +[2025/07/21 20:00:20] openrec INFO: epoch: [34/100], global_step: 48790, lr: 0.000394, loss: 0.457837, avg_reader_cost: 0.00613 s, avg_batch_cost: 0.29557 s, avg_samples: 99.0, ips: 334.94537 samples/s, eta: 10:30:12 +[2025/07/21 20:00:23] openrec INFO: epoch: [34/100], global_step: 48800, lr: 0.000394, loss: 0.526191, avg_reader_cost: 0.00606 s, avg_batch_cost: 0.29153 s, avg_samples: 101.9, ips: 349.53442 samples/s, eta: 10:30:06 +[2025/07/21 20:00:26] openrec INFO: epoch: [34/100], global_step: 48810, lr: 0.000394, loss: 0.499409, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.28967 s, avg_samples: 93.4, ips: 322.43695 samples/s, eta: 10:30:00 +[2025/07/21 20:00:29] openrec INFO: epoch: [34/100], global_step: 48820, lr: 0.000394, loss: 0.467680, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.28491 s, avg_samples: 84.1, ips: 295.17653 samples/s, eta: 10:29:54 +[2025/07/21 20:00:30] openrec INFO: epoch: [34/100], global_step: 48824, lr: 0.000394, loss: 0.503648, avg_reader_cost: 0.00233 s, avg_batch_cost: 0.11654 s, avg_samples: 29.5, ips: 253.12373 samples/s, eta: 10:29:51 +[2025/07/21 20:01:58] openrec INFO: cur metric, acc: 0.7836313357031657, norm_edit_dis: 0.8935697012505095, num_samples: 63646, fps: 1321.7140841428743 +[2025/07/21 20:01:58] openrec INFO: best metric, acc: 0.8033654902423772, norm_edit_dis: 0.9069281230667453, num_samples: 63646, fps: 1243.8743994290614, best_epoch: 34 +[2025/07/21 20:02:00] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 20:02:01] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_34.pth +[2025/07/21 20:02:03] openrec INFO: epoch: [35/100], global_step: 48830, lr: 0.000394, loss: 0.509535, avg_reader_cost: 9.15907 s, avg_batch_cost: 9.32835 s, avg_samples: 49.5, ips: 5.30640 samples/s, eta: 10:32:45 +[2025/07/21 20:02:06] openrec INFO: epoch: [35/100], global_step: 48840, lr: 0.000394, loss: 0.542664, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.29420 s, avg_samples: 96.0, ips: 326.30489 samples/s, eta: 10:32:39 +[2025/07/21 20:02:09] openrec INFO: epoch: [35/100], global_step: 48850, lr: 0.000394, loss: 0.545240, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.28966 s, avg_samples: 99.8, ips: 344.54063 samples/s, eta: 10:32:33 +[2025/07/21 20:02:12] openrec INFO: epoch: [35/100], global_step: 48860, lr: 0.000393, loss: 0.430168, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.29062 s, avg_samples: 96.8, ips: 333.08502 samples/s, eta: 10:32:27 +[2025/07/21 20:02:15] openrec INFO: epoch: [35/100], global_step: 48870, lr: 0.000393, loss: 0.398678, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.28593 s, avg_samples: 108.3, ips: 378.76708 samples/s, eta: 10:32:21 +[2025/07/21 20:02:18] openrec INFO: epoch: [35/100], global_step: 48880, lr: 0.000393, loss: 0.384512, avg_reader_cost: 0.00562 s, avg_batch_cost: 0.28736 s, avg_samples: 99.9, ips: 347.64423 samples/s, eta: 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+[2025/07/21 20:07:28] openrec INFO: epoch: [35/100], global_step: 49940, lr: 0.000388, loss: 0.437929, avg_reader_cost: 0.00620 s, avg_batch_cost: 0.29016 s, avg_samples: 87.9, ips: 302.93829 samples/s, eta: 10:21:33 +[2025/07/21 20:07:31] openrec INFO: epoch: [35/100], global_step: 49950, lr: 0.000388, loss: 0.522126, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29250 s, avg_samples: 100.7, ips: 344.26894 samples/s, eta: 10:21:27 +[2025/07/21 20:07:34] openrec INFO: epoch: [35/100], global_step: 49960, lr: 0.000388, loss: 0.408964, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29572 s, avg_samples: 105.4, ips: 356.41489 samples/s, eta: 10:21:21 +[2025/07/21 20:07:37] openrec INFO: epoch: [35/100], global_step: 49970, lr: 0.000388, loss: 0.375246, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.28670 s, avg_samples: 90.6, ips: 316.00944 samples/s, eta: 10:21:15 +[2025/07/21 20:07:40] openrec INFO: epoch: [35/100], global_step: 49980, lr: 0.000388, loss: 0.380395, avg_reader_cost: 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epoch: [35/100], global_step: 50140, lr: 0.000387, loss: 0.426087, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29273 s, avg_samples: 91.6, ips: 312.91277 samples/s, eta: 10:22:19 +[2025/07/21 20:09:59] openrec INFO: epoch: [35/100], global_step: 50150, lr: 0.000387, loss: 0.376358, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.29051 s, avg_samples: 95.5, ips: 328.73545 samples/s, eta: 10:22:13 +[2025/07/21 20:10:02] openrec INFO: epoch: [35/100], global_step: 50160, lr: 0.000387, loss: 0.386243, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.29676 s, avg_samples: 103.6, ips: 349.10243 samples/s, eta: 10:22:07 +[2025/07/21 20:10:05] openrec INFO: epoch: [35/100], global_step: 50170, lr: 0.000387, loss: 0.402090, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29367 s, avg_samples: 91.7, ips: 312.25471 samples/s, eta: 10:22:01 +[2025/07/21 20:10:07] openrec INFO: epoch: [35/100], global_step: 50180, lr: 0.000387, loss: 0.361733, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.28929 s, 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+[2025/07/21 20:17:45] openrec INFO: epoch: [36/100], global_step: 51430, lr: 0.000381, loss: 0.445464, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29259 s, avg_samples: 81.5, ips: 278.54770 samples/s, eta: 10:12:18 +[2025/07/21 20:17:48] openrec INFO: epoch: [36/100], global_step: 51440, lr: 0.000381, loss: 0.463279, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29257 s, avg_samples: 108.3, ips: 370.17232 samples/s, eta: 10:12:12 +[2025/07/21 20:17:51] openrec INFO: epoch: [36/100], global_step: 51450, lr: 0.000381, loss: 0.456332, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.29592 s, avg_samples: 118.2, ips: 399.43657 samples/s, eta: 10:12:07 +[2025/07/21 20:17:54] openrec INFO: epoch: [36/100], global_step: 51460, lr: 0.000381, loss: 0.466590, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.28761 s, avg_samples: 88.3, ips: 307.01444 samples/s, eta: 10:12:01 +[2025/07/21 20:17:57] openrec INFO: epoch: [36/100], global_step: 51470, lr: 0.000381, loss: 0.450144, avg_reader_cost: 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INFO: epoch: [36/100], global_step: 51520, lr: 0.000381, loss: 0.500279, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.29721 s, avg_samples: 110.9, ips: 373.13938 samples/s, eta: 10:11:25 +[2025/07/21 20:18:15] openrec INFO: epoch: [36/100], global_step: 51530, lr: 0.000381, loss: 0.494974, avg_reader_cost: 0.00627 s, avg_batch_cost: 0.28307 s, avg_samples: 101.9, ips: 359.97618 samples/s, eta: 10:11:19 +[2025/07/21 20:18:18] openrec INFO: epoch: [36/100], global_step: 51540, lr: 0.000381, loss: 0.432346, avg_reader_cost: 0.00624 s, avg_batch_cost: 0.28995 s, avg_samples: 112.6, ips: 388.34788 samples/s, eta: 10:11:13 +[2025/07/21 20:18:21] openrec INFO: epoch: [36/100], global_step: 51550, lr: 0.000381, loss: 0.415018, avg_reader_cost: 0.00620 s, avg_batch_cost: 0.29663 s, avg_samples: 104.9, ips: 353.64353 samples/s, eta: 10:11:08 +[2025/07/21 20:18:24] openrec INFO: epoch: [36/100], global_step: 51560, lr: 0.000380, loss: 0.463471, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29432 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global_step: 51610, lr: 0.000380, loss: 0.391415, avg_reader_cost: 0.00644 s, avg_batch_cost: 0.28368 s, avg_samples: 104.0, ips: 366.61383 samples/s, eta: 10:10:32 +[2025/07/21 20:18:41] openrec INFO: epoch: [36/100], global_step: 51620, lr: 0.000380, loss: 0.414575, avg_reader_cost: 0.00646 s, avg_batch_cost: 0.29241 s, avg_samples: 110.9, ips: 379.25975 samples/s, eta: 10:10:26 +[2025/07/21 20:18:44] openrec INFO: epoch: [36/100], global_step: 51630, lr: 0.000380, loss: 0.469222, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.28728 s, avg_samples: 90.0, ips: 313.28205 samples/s, eta: 10:10:20 +[2025/07/21 20:18:47] openrec INFO: epoch: [36/100], global_step: 51640, lr: 0.000380, loss: 0.463449, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.28346 s, avg_samples: 96.9, ips: 341.84442 samples/s, eta: 10:10:14 +[2025/07/21 20:18:50] openrec INFO: epoch: [36/100], global_step: 51650, lr: 0.000380, loss: 0.415253, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.28963 s, avg_samples: 99.0, 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loss: 0.400853, avg_reader_cost: 0.00339 s, avg_batch_cost: 0.17490 s, avg_samples: 60.6, ips: 346.49111 samples/s, eta: 10:09:41 +[2025/07/21 20:20:32] openrec INFO: cur metric, acc: 0.8045124594154365, norm_edit_dis: 0.9082145490981215, num_samples: 63646, fps: 1311.2772634781795 +[2025/07/21 20:20:32] openrec INFO: best metric, acc: 0.8060836500634629, norm_edit_dis: 0.9084992659662632, num_samples: 63646, fps: 1319.4634980721498, best_epoch: 35 +[2025/07/21 20:20:34] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 20:20:35] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_36.pth +[2025/07/21 20:20:37] openrec INFO: epoch: [37/100], global_step: 51700, lr: 0.000380, loss: 0.381159, avg_reader_cost: 9.23980 s, avg_batch_cost: 9.35613 s, avg_samples: 40.5, ips: 4.32871 samples/s, eta: 10:12:23 +[2025/07/21 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avg_reader_cost: 0.00567 s, avg_batch_cost: 0.29323 s, avg_samples: 96.7, ips: 329.77565 samples/s, eta: 10:09:37 +[2025/07/21 20:22:01] openrec INFO: epoch: [37/100], global_step: 51990, lr: 0.000378, loss: 0.439930, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29314 s, avg_samples: 91.6, ips: 312.47941 samples/s, eta: 10:09:31 +[2025/07/21 20:22:04] openrec INFO: epoch: [37/100], global_step: 52000, lr: 0.000378, loss: 0.463276, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.28639 s, avg_samples: 96.0, ips: 335.21109 samples/s, eta: 10:09:25 +[2025/07/21 20:23:31] openrec INFO: cur metric, acc: 0.7980862896650086, norm_edit_dis: 0.9041448874092726, num_samples: 63646, fps: 1333.507425926734 +[2025/07/21 20:23:31] openrec INFO: best metric, acc: 0.8060836500634629, norm_edit_dis: 0.9084992659662632, num_samples: 63646, fps: 1319.4634980721498, best_epoch: 35 +[2025/07/21 20:23:34] openrec INFO: epoch: [37/100], global_step: 52010, lr: 0.000378, loss: 0.440069, avg_reader_cost: 8.69423 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+[2025/07/21 20:26:29] openrec INFO: epoch: [37/100], global_step: 52610, lr: 0.000375, loss: 0.468465, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.28552 s, avg_samples: 98.1, ips: 343.58504 samples/s, eta: 10:05:57 +[2025/07/21 20:26:32] openrec INFO: epoch: [37/100], global_step: 52620, lr: 0.000375, loss: 0.429906, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.28829 s, avg_samples: 92.9, ips: 322.24984 samples/s, eta: 10:05:51 +[2025/07/21 20:26:35] openrec INFO: epoch: [37/100], global_step: 52630, lr: 0.000375, loss: 0.433222, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.29687 s, avg_samples: 102.8, ips: 346.27752 samples/s, eta: 10:05:45 +[2025/07/21 20:26:38] openrec INFO: epoch: [37/100], global_step: 52640, lr: 0.000375, loss: 0.377623, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.29216 s, avg_samples: 99.9, ips: 341.93008 samples/s, eta: 10:05:39 +[2025/07/21 20:26:41] openrec INFO: epoch: [37/100], global_step: 52650, lr: 0.000375, loss: 0.425947, avg_reader_cost: 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INFO: epoch: [37/100], global_step: 52700, lr: 0.000375, loss: 0.522995, avg_reader_cost: 0.00560 s, avg_batch_cost: 0.29525 s, avg_samples: 81.6, ips: 276.37527 samples/s, eta: 10:05:04 +[2025/07/21 20:26:58] openrec INFO: epoch: [37/100], global_step: 52710, lr: 0.000375, loss: 0.502082, avg_reader_cost: 0.00610 s, avg_batch_cost: 0.29109 s, avg_samples: 102.4, ips: 351.78488 samples/s, eta: 10:04:58 +[2025/07/21 20:27:01] openrec INFO: epoch: [37/100], global_step: 52720, lr: 0.000375, loss: 0.488880, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29079 s, avg_samples: 96.0, ips: 330.14015 samples/s, eta: 10:04:52 +[2025/07/21 20:27:04] openrec INFO: epoch: [37/100], global_step: 52730, lr: 0.000375, loss: 0.390494, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29121 s, avg_samples: 93.4, ips: 320.73625 samples/s, eta: 10:04:46 +[2025/07/21 20:27:07] openrec INFO: epoch: [37/100], global_step: 52740, lr: 0.000375, loss: 0.428104, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28957 s, 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52790, lr: 0.000374, loss: 0.413222, avg_reader_cost: 0.00931 s, avg_batch_cost: 0.29698 s, avg_samples: 81.6, ips: 274.76719 samples/s, eta: 10:04:11 +[2025/07/21 20:27:25] openrec INFO: epoch: [37/100], global_step: 52800, lr: 0.000374, loss: 0.379535, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29412 s, avg_samples: 88.0, ips: 299.19739 samples/s, eta: 10:04:06 +[2025/07/21 20:27:27] openrec INFO: epoch: [37/100], global_step: 52810, lr: 0.000374, loss: 0.331170, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.28849 s, avg_samples: 93.8, ips: 325.14439 samples/s, eta: 10:04:00 +[2025/07/21 20:27:30] openrec INFO: epoch: [37/100], global_step: 52820, lr: 0.000374, loss: 0.331352, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.28735 s, avg_samples: 117.3, ips: 408.21286 samples/s, eta: 10:03:54 +[2025/07/21 20:27:33] openrec INFO: epoch: [37/100], global_step: 52830, lr: 0.000374, loss: 0.400354, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.28779 s, avg_samples: 98.5, ips: 342.26560 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avg_reader_cost: 0.00609 s, avg_batch_cost: 0.29224 s, avg_samples: 96.4, ips: 329.86315 samples/s, eta: 10:03:19 +[2025/07/21 20:27:51] openrec INFO: epoch: [37/100], global_step: 52890, lr: 0.000374, loss: 0.471138, avg_reader_cost: 0.00608 s, avg_batch_cost: 0.29377 s, avg_samples: 89.1, ips: 303.30241 samples/s, eta: 10:03:13 +[2025/07/21 20:27:54] openrec INFO: epoch: [37/100], global_step: 52900, lr: 0.000374, loss: 0.431216, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.30228 s, avg_samples: 90.0, ips: 297.73328 samples/s, eta: 10:03:07 +[2025/07/21 20:27:57] openrec INFO: epoch: [37/100], global_step: 52910, lr: 0.000374, loss: 0.391927, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29231 s, avg_samples: 103.7, ips: 354.76519 samples/s, eta: 10:03:01 +[2025/07/21 20:28:00] openrec INFO: epoch: [37/100], global_step: 52920, lr: 0.000374, loss: 0.372010, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.30055 s, avg_samples: 100.7, ips: 335.04735 samples/s, eta: 10:02:56 +[2025/07/21 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avg_batch_cost: 0.29363 s, avg_samples: 112.7, ips: 383.81920 samples/s, eta: 10:02:27 +[2025/07/21 20:28:18] openrec INFO: epoch: [37/100], global_step: 52980, lr: 0.000373, loss: 0.453181, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29304 s, avg_samples: 80.6, ips: 275.04890 samples/s, eta: 10:02:21 +[2025/07/21 20:28:20] openrec INFO: epoch: [37/100], global_step: 52990, lr: 0.000373, loss: 0.475190, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.28558 s, avg_samples: 98.1, ips: 343.51441 samples/s, eta: 10:02:15 +[2025/07/21 20:28:23] openrec INFO: epoch: [37/100], global_step: 53000, lr: 0.000373, loss: 0.425080, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.29299 s, avg_samples: 101.9, ips: 347.79585 samples/s, eta: 10:02:09 +[2025/07/21 20:28:26] openrec INFO: epoch: [37/100], global_step: 53010, lr: 0.000373, loss: 0.466539, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.28875 s, avg_samples: 87.1, ips: 301.64128 samples/s, eta: 10:02:03 +[2025/07/21 20:28:29] openrec INFO: epoch: [37/100], global_step: 53020, lr: 0.000373, loss: 0.458747, avg_reader_cost: 0.00597 s, avg_batch_cost: 0.30234 s, avg_samples: 110.9, ips: 366.80422 samples/s, eta: 10:01:58 +[2025/07/21 20:28:32] openrec INFO: epoch: [37/100], global_step: 53030, lr: 0.000373, loss: 0.450378, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.28620 s, avg_samples: 116.4, ips: 406.71005 samples/s, eta: 10:01:52 +[2025/07/21 20:28:35] openrec INFO: epoch: [37/100], global_step: 53040, lr: 0.000373, loss: 0.555360, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.28721 s, avg_samples: 92.6, ips: 322.41502 samples/s, eta: 10:01:46 +[2025/07/21 20:28:38] openrec INFO: epoch: [37/100], global_step: 53050, lr: 0.000373, loss: 0.554453, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29395 s, avg_samples: 94.3, ips: 320.80410 samples/s, eta: 10:01:40 +[2025/07/21 20:28:41] openrec INFO: epoch: [37/100], global_step: 53060, lr: 0.000373, loss: 0.425414, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.28691 s, avg_samples: 93.3, ips: 325.18872 samples/s, eta: 10:01:34 +[2025/07/21 20:28:44] openrec INFO: epoch: [37/100], global_step: 53070, lr: 0.000373, loss: 0.422063, avg_reader_cost: 0.00636 s, avg_batch_cost: 0.29059 s, avg_samples: 103.6, ips: 356.51535 samples/s, eta: 10:01:28 +[2025/07/21 20:28:47] openrec INFO: epoch: [37/100], global_step: 53080, lr: 0.000373, loss: 0.430817, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.29125 s, avg_samples: 90.5, ips: 310.72670 samples/s, eta: 10:01:23 +[2025/07/21 20:28:50] openrec INFO: epoch: [37/100], global_step: 53090, lr: 0.000373, loss: 0.433881, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29180 s, avg_samples: 104.5, ips: 358.12148 samples/s, eta: 10:01:17 +[2025/07/21 20:28:53] openrec INFO: epoch: [37/100], global_step: 53100, lr: 0.000373, loss: 0.455087, avg_reader_cost: 0.00612 s, avg_batch_cost: 0.28544 s, avg_samples: 93.5, ips: 327.55897 samples/s, eta: 10:01:11 +[2025/07/21 20:28:55] openrec INFO: epoch: [37/100], global_step: 53110, lr: 0.000373, loss: 0.455594, avg_reader_cost: 0.00627 s, avg_batch_cost: 0.29261 s, avg_samples: 96.0, ips: 328.08541 samples/s, eta: 10:01:05 +[2025/07/21 20:28:58] openrec INFO: epoch: [37/100], global_step: 53120, lr: 0.000373, loss: 0.506134, avg_reader_cost: 0.00619 s, avg_batch_cost: 0.29046 s, avg_samples: 103.3, ips: 355.64036 samples/s, eta: 10:00:59 +[2025/07/21 20:29:01] openrec INFO: epoch: [37/100], global_step: 53130, lr: 0.000373, loss: 0.506134, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28096 s, avg_samples: 90.0, ips: 320.32928 samples/s, eta: 10:00:53 +[2025/07/21 20:29:02] openrec INFO: epoch: [37/100], global_step: 53132, lr: 0.000373, loss: 0.472623, avg_reader_cost: 0.00113 s, avg_batch_cost: 0.05967 s, avg_samples: 16.6, ips: 278.20288 samples/s, eta: 10:00:52 +[2025/07/21 20:30:30] openrec INFO: cur metric, acc: 0.8051723594876076, norm_edit_dis: 0.9081529381673463, num_samples: 63646, fps: 1312.9200786961183 +[2025/07/21 20:30:30] openrec INFO: best metric, acc: 0.8060836500634629, norm_edit_dis: 0.9084992659662632, num_samples: 63646, fps: 1319.4634980721498, best_epoch: 35 +[2025/07/21 20:30:32] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 20:30:33] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_37.pth +[2025/07/21 20:30:36] openrec INFO: epoch: [38/100], global_step: 53140, lr: 0.000373, loss: 0.430871, avg_reader_cost: 9.19041 s, avg_batch_cost: 9.41408 s, avg_samples: 73.4, ips: 7.79684 samples/s, eta: 10:03:24 +[2025/07/21 20:30:39] openrec INFO: epoch: [38/100], global_step: 53150, lr: 0.000373, loss: 0.372698, avg_reader_cost: 0.00563 s, avg_batch_cost: 0.28217 s, avg_samples: 77.2, ips: 273.58983 samples/s, eta: 10:03:18 +[2025/07/21 20:30:42] openrec INFO: epoch: [38/100], global_step: 53160, lr: 0.000373, loss: 0.338658, avg_reader_cost: 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0.000369, loss: 0.363560, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.28991 s, avg_samples: 83.1, ips: 286.64365 samples/s, eta: 9:55:38 +[2025/07/21 20:34:33] openrec INFO: epoch: [38/100], global_step: 53950, lr: 0.000369, loss: 0.462141, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.28794 s, avg_samples: 87.0, ips: 302.14876 samples/s, eta: 9:55:32 +[2025/07/21 20:34:36] openrec INFO: epoch: [38/100], global_step: 53960, lr: 0.000368, loss: 0.422138, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29188 s, avg_samples: 87.0, ips: 298.07051 samples/s, eta: 9:55:27 +[2025/07/21 20:34:39] openrec INFO: epoch: [38/100], global_step: 53970, lr: 0.000368, loss: 0.376201, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.28768 s, avg_samples: 80.7, ips: 280.51978 samples/s, eta: 9:55:21 +[2025/07/21 20:34:42] openrec INFO: epoch: [38/100], global_step: 53980, lr: 0.000368, loss: 0.383850, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.28768 s, avg_samples: 103.3, ips: 359.08170 samples/s, eta: 9:55:15 +[2025/07/21 20:34:45] openrec INFO: epoch: [38/100], global_step: 53990, lr: 0.000368, loss: 0.380152, avg_reader_cost: 0.00548 s, avg_batch_cost: 0.29334 s, avg_samples: 93.5, ips: 318.74163 samples/s, eta: 9:55:09 +[2025/07/21 20:34:47] openrec INFO: epoch: [38/100], global_step: 54000, lr: 0.000368, loss: 0.378074, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.28628 s, avg_samples: 104.5, ips: 365.02307 samples/s, eta: 9:55:03 +[2025/07/21 20:36:14] openrec INFO: cur metric, acc: 0.8094145742372789, norm_edit_dis: 0.9107963901180995, num_samples: 63646, fps: 1333.0491718629528 +[2025/07/21 20:36:15] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 20:36:15] openrec INFO: best metric, acc: 0.8094145742372789, norm_edit_dis: 0.9107963901180995, num_samples: 63646, fps: 1333.0491718629528, best_epoch: 38 +[2025/07/21 20:36:18] openrec INFO: epoch: [38/100], global_step: 54010, lr: 0.000368, loss: 0.453927, avg_reader_cost: 8.77171 s, avg_batch_cost: 9.05162 s, avg_samples: 97.2, ips: 10.73841 samples/s, eta: 9:57:23 +[2025/07/21 20:36:21] openrec INFO: epoch: [38/100], global_step: 54020, lr: 0.000368, loss: 0.460195, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.29043 s, avg_samples: 101.1, ips: 348.10159 samples/s, eta: 9:57:17 +[2025/07/21 20:36:24] openrec INFO: epoch: [38/100], global_step: 54030, lr: 0.000368, loss: 0.389403, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29006 s, avg_samples: 102.4, ips: 353.02739 samples/s, eta: 9:57:11 +[2025/07/21 20:36:27] openrec INFO: epoch: [38/100], global_step: 54040, lr: 0.000368, loss: 0.406696, avg_reader_cost: 0.00623 s, avg_batch_cost: 0.29148 s, avg_samples: 94.3, ips: 323.52534 samples/s, eta: 9:57:05 +[2025/07/21 20:36:30] openrec INFO: epoch: [38/100], global_step: 54050, lr: 0.000368, loss: 0.397443, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.29084 s, avg_samples: 78.1, ips: 268.52834 samples/s, eta: 9:57:00 +[2025/07/21 20:36:33] openrec INFO: epoch: [38/100], global_step: 54060, lr: 0.000368, loss: 0.354630, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.28685 s, avg_samples: 102.4, ips: 356.98616 samples/s, eta: 9:56:54 +[2025/07/21 20:36:35] openrec INFO: epoch: [38/100], global_step: 54070, lr: 0.000368, loss: 0.365773, avg_reader_cost: 0.00665 s, avg_batch_cost: 0.28839 s, avg_samples: 93.5, ips: 324.20991 samples/s, eta: 9:56:48 +[2025/07/21 20:36:38] openrec INFO: epoch: [38/100], global_step: 54080, lr: 0.000368, loss: 0.450677, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.28658 s, avg_samples: 103.3, ips: 360.46121 samples/s, eta: 9:56:42 +[2025/07/21 20:36:41] openrec INFO: epoch: [38/100], global_step: 54090, lr: 0.000368, loss: 0.430593, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29950 s, avg_samples: 89.2, ips: 297.83229 samples/s, eta: 9:56:36 +[2025/07/21 20:36:44] openrec INFO: epoch: [38/100], global_step: 54100, lr: 0.000368, loss: 0.385828, avg_reader_cost: 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epoch: [38/100], global_step: 54150, lr: 0.000368, loss: 0.417595, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.28424 s, avg_samples: 115.2, ips: 405.29248 samples/s, eta: 9:56:01 +[2025/07/21 20:37:02] openrec INFO: epoch: [38/100], global_step: 54160, lr: 0.000367, loss: 0.490297, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29089 s, avg_samples: 87.4, ips: 300.45803 samples/s, eta: 9:55:56 +[2025/07/21 20:37:05] openrec INFO: epoch: [38/100], global_step: 54170, lr: 0.000367, loss: 0.502095, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.28987 s, avg_samples: 110.9, ips: 382.58719 samples/s, eta: 9:55:50 +[2025/07/21 20:37:08] openrec INFO: epoch: [38/100], global_step: 54180, lr: 0.000367, loss: 0.442189, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.29282 s, avg_samples: 86.2, ips: 294.37645 samples/s, eta: 9:55:44 +[2025/07/21 20:37:10] openrec INFO: epoch: [38/100], global_step: 54190, lr: 0.000367, loss: 0.422274, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.29101 s, avg_samples: 90.3, ips: 310.29963 samples/s, eta: 9:55:38 +[2025/07/21 20:37:13] openrec INFO: epoch: [38/100], global_step: 54200, lr: 0.000367, loss: 0.399399, avg_reader_cost: 0.00609 s, avg_batch_cost: 0.28859 s, avg_samples: 105.7, ips: 366.26691 samples/s, eta: 9:55:32 +[2025/07/21 20:37:16] openrec INFO: epoch: [38/100], global_step: 54210, lr: 0.000367, loss: 0.427599, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.28838 s, avg_samples: 95.5, ips: 331.16104 samples/s, eta: 9:55:27 +[2025/07/21 20:37:19] openrec INFO: epoch: [38/100], global_step: 54220, lr: 0.000367, loss: 0.453682, avg_reader_cost: 0.00561 s, avg_batch_cost: 0.28781 s, avg_samples: 85.7, ips: 297.76212 samples/s, eta: 9:55:21 +[2025/07/21 20:37:22] openrec INFO: epoch: [38/100], global_step: 54230, lr: 0.000367, loss: 0.428470, avg_reader_cost: 0.00631 s, avg_batch_cost: 0.28906 s, avg_samples: 99.4, ips: 343.87716 samples/s, eta: 9:55:15 +[2025/07/21 20:37:25] openrec INFO: epoch: [38/100], global_step: 54240, lr: 0.000367, loss: 0.446174, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.28737 s, avg_samples: 92.6, ips: 322.23398 samples/s, eta: 9:55:09 +[2025/07/21 20:37:28] openrec INFO: epoch: [38/100], global_step: 54250, lr: 0.000367, loss: 0.463512, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.28653 s, avg_samples: 86.2, ips: 300.83717 samples/s, eta: 9:55:03 +[2025/07/21 20:37:31] openrec INFO: epoch: [38/100], global_step: 54260, lr: 0.000367, loss: 0.415274, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.28828 s, avg_samples: 93.8, ips: 325.37863 samples/s, eta: 9:54:57 +[2025/07/21 20:37:34] openrec INFO: epoch: [38/100], global_step: 54270, lr: 0.000367, loss: 0.470786, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.28631 s, avg_samples: 93.4, ips: 326.22070 samples/s, eta: 9:54:52 +[2025/07/21 20:37:37] openrec INFO: epoch: [38/100], global_step: 54280, lr: 0.000367, loss: 0.506960, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29394 s, avg_samples: 81.0, ips: 275.57083 samples/s, eta: 9:54:46 +[2025/07/21 20:37:39] openrec INFO: epoch: [38/100], global_step: 54290, lr: 0.000367, loss: 0.411835, avg_reader_cost: 0.00561 s, avg_batch_cost: 0.29250 s, avg_samples: 85.3, ips: 291.62170 samples/s, eta: 9:54:40 +[2025/07/21 20:37:42] openrec INFO: epoch: [38/100], global_step: 54300, lr: 0.000367, loss: 0.357153, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29396 s, avg_samples: 92.1, ips: 313.31185 samples/s, eta: 9:54:34 +[2025/07/21 20:37:45] openrec INFO: epoch: [38/100], global_step: 54310, lr: 0.000367, loss: 0.344084, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.28946 s, avg_samples: 86.0, ips: 297.10555 samples/s, eta: 9:54:28 +[2025/07/21 20:37:48] openrec INFO: epoch: [38/100], global_step: 54320, lr: 0.000367, loss: 0.321952, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29415 s, avg_samples: 108.8, ips: 369.88232 samples/s, eta: 9:54:23 +[2025/07/21 20:37:51] openrec INFO: epoch: [38/100], global_step: 54330, lr: 0.000367, loss: 0.411473, avg_reader_cost: 0.00562 s, avg_batch_cost: 0.29615 s, avg_samples: 97.2, ips: 328.21180 samples/s, eta: 9:54:17 +[2025/07/21 20:37:54] openrec INFO: epoch: [38/100], global_step: 54340, lr: 0.000367, loss: 0.429702, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.29443 s, avg_samples: 84.8, ips: 288.01598 samples/s, eta: 9:54:11 +[2025/07/21 20:37:57] openrec INFO: epoch: [38/100], global_step: 54350, lr: 0.000366, loss: 0.408843, avg_reader_cost: 0.00643 s, avg_batch_cost: 0.29249 s, avg_samples: 99.0, ips: 338.47032 samples/s, eta: 9:54:06 +[2025/07/21 20:38:00] openrec INFO: epoch: [38/100], global_step: 54360, lr: 0.000366, loss: 0.475548, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.28864 s, avg_samples: 85.3, ips: 295.52804 samples/s, eta: 9:54:00 +[2025/07/21 20:38:03] openrec INFO: epoch: [38/100], global_step: 54370, lr: 0.000366, loss: 0.441310, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.28913 s, avg_samples: 100.2, ips: 346.55406 samples/s, eta: 9:53:54 +[2025/07/21 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avg_batch_cost: 0.28293 s, avg_samples: 113.5, ips: 401.15772 samples/s, eta: 9:53:25 +[2025/07/21 20:38:20] openrec INFO: epoch: [38/100], global_step: 54430, lr: 0.000366, loss: 0.493662, avg_reader_cost: 0.00613 s, avg_batch_cost: 0.29574 s, avg_samples: 93.8, ips: 317.17513 samples/s, eta: 9:53:19 +[2025/07/21 20:38:23] openrec INFO: epoch: [38/100], global_step: 54440, lr: 0.000366, loss: 0.431555, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.28847 s, avg_samples: 105.4, ips: 365.37993 samples/s, eta: 9:53:13 +[2025/07/21 20:38:26] openrec INFO: epoch: [38/100], global_step: 54450, lr: 0.000366, loss: 0.476062, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.29246 s, avg_samples: 91.7, ips: 313.54599 samples/s, eta: 9:53:08 +[2025/07/21 20:38:29] openrec INFO: epoch: [38/100], global_step: 54460, lr: 0.000366, loss: 0.468315, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.28384 s, avg_samples: 95.2, ips: 335.39852 samples/s, eta: 9:53:02 +[2025/07/21 20:38:32] openrec INFO: epoch: [38/100], global_step: 54470, lr: 0.000366, loss: 0.466623, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29174 s, avg_samples: 95.2, ips: 326.31514 samples/s, eta: 9:52:56 +[2025/07/21 20:38:35] openrec INFO: epoch: [38/100], global_step: 54480, lr: 0.000366, loss: 0.491422, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.28719 s, avg_samples: 111.8, ips: 389.28973 samples/s, eta: 9:52:50 +[2025/07/21 20:38:38] openrec INFO: epoch: [38/100], global_step: 54490, lr: 0.000366, loss: 0.477116, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28929 s, avg_samples: 92.6, ips: 320.09722 samples/s, eta: 9:52:45 +[2025/07/21 20:38:41] openrec INFO: epoch: [38/100], global_step: 54500, lr: 0.000366, loss: 0.470670, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29164 s, avg_samples: 87.4, ips: 299.68636 samples/s, eta: 9:52:39 +[2025/07/21 20:38:44] openrec INFO: epoch: [38/100], global_step: 54510, lr: 0.000366, loss: 0.549953, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.28945 s, avg_samples: 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0.000365, loss: 0.460997, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.28737 s, avg_samples: 97.6, ips: 339.62841 samples/s, eta: 9:52:04 +[2025/07/21 20:39:01] openrec INFO: epoch: [38/100], global_step: 54568, lr: 0.000365, loss: 0.446934, avg_reader_cost: 0.00461 s, avg_batch_cost: 0.23387 s, avg_samples: 90.0, ips: 384.83576 samples/s, eta: 9:52:00 +[2025/07/21 20:40:29] openrec INFO: cur metric, acc: 0.7955723846281663, norm_edit_dis: 0.9023678473485297, num_samples: 63646, fps: 1319.947797859921 +[2025/07/21 20:40:29] openrec INFO: best metric, acc: 0.8094145742372789, norm_edit_dis: 0.9107963901180995, num_samples: 63646, fps: 1333.0491718629528, best_epoch: 38 +[2025/07/21 20:40:31] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 20:40:31] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_38.pth +[2025/07/21 20:40:33] openrec INFO: epoch: [39/100], global_step: 54570, lr: 0.000365, loss: 0.434292, avg_reader_cost: 9.13268 s, avg_batch_cost: 9.18725 s, avg_samples: 23.0, ips: 2.50347 samples/s, eta: 9:54:28 +[2025/07/21 20:40:36] openrec INFO: epoch: [39/100], global_step: 54580, lr: 0.000365, loss: 0.412989, avg_reader_cost: 0.00515 s, avg_batch_cost: 0.29108 s, avg_samples: 95.9, ips: 329.46196 samples/s, eta: 9:54:22 +[2025/07/21 20:40:39] openrec INFO: epoch: [39/100], global_step: 54590, lr: 0.000365, loss: 0.459026, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.28567 s, avg_samples: 102.4, ips: 358.46009 samples/s, eta: 9:54:16 +[2025/07/21 20:40:41] openrec INFO: epoch: [39/100], global_step: 54600, lr: 0.000365, loss: 0.440382, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.29423 s, avg_samples: 110.9, ips: 376.91836 samples/s, eta: 9:54:10 +[2025/07/21 20:40:44] openrec INFO: epoch: [39/100], global_step: 54610, lr: 0.000365, loss: 0.314083, avg_reader_cost: 0.00574 s, 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avg_reader_cost: 0.00571 s, avg_batch_cost: 0.28920 s, avg_samples: 90.9, ips: 314.31422 samples/s, eta: 9:41:22 +[2025/07/21 20:47:16] openrec INFO: epoch: [39/100], global_step: 55950, lr: 0.000358, loss: 0.386338, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.28658 s, avg_samples: 100.8, ips: 351.73900 samples/s, eta: 9:41:17 +[2025/07/21 20:47:19] openrec INFO: epoch: [39/100], global_step: 55960, lr: 0.000358, loss: 0.375378, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29333 s, avg_samples: 93.3, ips: 318.07123 samples/s, eta: 9:41:11 +[2025/07/21 20:47:22] openrec INFO: epoch: [39/100], global_step: 55970, lr: 0.000358, loss: 0.378130, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29746 s, avg_samples: 102.8, ips: 345.59581 samples/s, eta: 9:41:06 +[2025/07/21 20:47:25] openrec INFO: epoch: [39/100], global_step: 55980, lr: 0.000358, loss: 0.398744, avg_reader_cost: 0.00556 s, avg_batch_cost: 0.28674 s, avg_samples: 88.3, ips: 307.93978 samples/s, eta: 9:41:00 +[2025/07/21 20:47:28] openrec INFO: epoch: [39/100], global_step: 55990, lr: 0.000358, loss: 0.449099, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.28503 s, avg_samples: 102.4, ips: 359.25729 samples/s, eta: 9:40:54 +[2025/07/21 20:47:30] openrec INFO: epoch: [39/100], global_step: 56000, lr: 0.000358, loss: 0.449099, avg_reader_cost: 0.00608 s, avg_batch_cost: 0.29338 s, avg_samples: 89.1, ips: 303.69751 samples/s, eta: 9:40:49 +[2025/07/21 20:48:58] openrec INFO: cur metric, acc: 0.802218521069318, norm_edit_dis: 0.9042577787198828, num_samples: 63646, fps: 1332.4008283833773 +[2025/07/21 20:48:58] openrec INFO: best metric, acc: 0.8094145742372789, norm_edit_dis: 0.9107963901180995, num_samples: 63646, fps: 1333.0491718629528, best_epoch: 38 +[2025/07/21 20:48:59] openrec INFO: epoch: [39/100], global_step: 56004, lr: 0.000358, loss: 0.470391, avg_reader_cost: 8.70494 s, avg_batch_cost: 8.81528 s, avg_samples: 32.0, ips: 3.63006 samples/s, eta: 9:43:02 +[2025/07/21 20:50:27] openrec INFO: cur metric, acc: 0.8037268640914234, norm_edit_dis: 0.9061341894179753, num_samples: 63646, fps: 1317.6071555399567 +[2025/07/21 20:50:27] openrec INFO: best metric, acc: 0.8094145742372789, norm_edit_dis: 0.9107963901180995, num_samples: 63646, fps: 1333.0491718629528, best_epoch: 38 +[2025/07/21 20:50:29] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 20:50:30] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_39.pth +[2025/07/21 20:50:32] openrec INFO: epoch: [40/100], global_step: 56010, lr: 0.000358, loss: 0.445670, avg_reader_cost: 9.19049 s, avg_batch_cost: 9.36278 s, avg_samples: 49.5, ips: 5.28689 samples/s, eta: 9:45:23 +[2025/07/21 20:50:35] openrec INFO: epoch: [40/100], global_step: 56020, lr: 0.000358, loss: 0.369133, avg_reader_cost: 0.00536 s, avg_batch_cost: 0.29160 s, avg_samples: 96.8, ips: 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+[2025/07/21 20:51:04] openrec INFO: epoch: [40/100], global_step: 56120, lr: 0.000357, loss: 0.408586, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.28760 s, avg_samples: 108.8, ips: 378.30446 samples/s, eta: 9:44:19 +[2025/07/21 20:51:07] openrec INFO: epoch: [40/100], global_step: 56130, lr: 0.000357, loss: 0.442070, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28573 s, avg_samples: 82.7, ips: 289.43152 samples/s, eta: 9:44:13 +[2025/07/21 20:51:10] openrec INFO: epoch: [40/100], global_step: 56140, lr: 0.000357, loss: 0.445798, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.28793 s, avg_samples: 87.1, ips: 302.50061 samples/s, eta: 9:44:08 +[2025/07/21 20:51:13] openrec INFO: epoch: [40/100], global_step: 56150, lr: 0.000357, loss: 0.417383, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.28606 s, avg_samples: 84.1, ips: 293.99755 samples/s, eta: 9:44:02 +[2025/07/21 20:51:16] openrec INFO: epoch: [40/100], global_step: 56160, lr: 0.000357, loss: 0.468459, avg_reader_cost: 0.00593 s, 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[40/100], global_step: 57310, lr: 0.000351, loss: 0.416114, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.28882 s, avg_samples: 88.9, ips: 307.80134 samples/s, eta: 9:33:06 +[2025/07/21 20:56:55] openrec INFO: epoch: [40/100], global_step: 57320, lr: 0.000351, loss: 0.405797, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.29049 s, avg_samples: 89.2, ips: 307.06371 samples/s, eta: 9:33:00 +[2025/07/21 20:56:58] openrec INFO: epoch: [40/100], global_step: 57330, lr: 0.000351, loss: 0.405765, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.28958 s, avg_samples: 101.9, ips: 351.88406 samples/s, eta: 9:32:54 +[2025/07/21 20:57:01] openrec INFO: epoch: [40/100], global_step: 57340, lr: 0.000351, loss: 0.413034, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.28765 s, avg_samples: 104.0, ips: 361.55464 samples/s, eta: 9:32:49 +[2025/07/21 20:57:04] openrec INFO: epoch: [40/100], global_step: 57350, lr: 0.000351, loss: 0.370170, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28631 s, avg_samples: 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0.000351, loss: 0.392296, avg_reader_cost: 0.00615 s, avg_batch_cost: 0.29216 s, avg_samples: 96.9, ips: 331.66448 samples/s, eta: 9:32:15 +[2025/07/21 20:57:21] openrec INFO: epoch: [40/100], global_step: 57410, lr: 0.000351, loss: 0.385583, avg_reader_cost: 0.01356 s, avg_batch_cost: 0.29184 s, avg_samples: 107.1, ips: 366.98622 samples/s, eta: 9:32:09 +[2025/07/21 20:57:24] openrec INFO: epoch: [40/100], global_step: 57420, lr: 0.000351, loss: 0.440549, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.29338 s, avg_samples: 110.9, ips: 378.00368 samples/s, eta: 9:32:04 +[2025/07/21 20:57:27] openrec INFO: epoch: [40/100], global_step: 57430, lr: 0.000351, loss: 0.446325, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.29607 s, avg_samples: 95.5, ips: 322.56127 samples/s, eta: 9:31:58 +[2025/07/21 20:57:30] openrec INFO: epoch: [40/100], global_step: 57440, lr: 0.000350, loss: 0.412203, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.28138 s, avg_samples: 96.0, ips: 341.17718 samples/s, eta: 9:31:53 +[2025/07/21 20:58:58] openrec INFO: cur metric, acc: 0.7950538917143176, norm_edit_dis: 0.8996871444456838, num_samples: 63646, fps: 1317.4553315118887 +[2025/07/21 20:58:58] openrec INFO: best metric, acc: 0.8094145742372789, norm_edit_dis: 0.9107963901180995, num_samples: 63646, fps: 1333.0491718629528, best_epoch: 38 +[2025/07/21 20:59:01] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 20:59:01] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_40.pth +[2025/07/21 20:59:05] openrec INFO: epoch: [41/100], global_step: 57450, lr: 0.000350, loss: 0.406920, avg_reader_cost: 9.19223 s, avg_batch_cost: 9.47372 s, avg_samples: 112.6, ips: 11.88551 samples/s, eta: 9:34:05 +[2025/07/21 20:59:08] openrec INFO: epoch: [41/100], global_step: 57460, lr: 0.000350, loss: 0.386158, avg_reader_cost: 0.00587 s, 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9:29:20 +[2025/07/21 21:01:38] openrec INFO: epoch: [41/100], global_step: 57970, lr: 0.000348, loss: 0.380759, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29181 s, avg_samples: 94.3, ips: 323.15803 samples/s, eta: 9:29:14 +[2025/07/21 21:01:41] openrec INFO: epoch: [41/100], global_step: 57980, lr: 0.000348, loss: 0.375285, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29116 s, avg_samples: 92.9, ips: 319.06731 samples/s, eta: 9:29:09 +[2025/07/21 21:01:44] openrec INFO: epoch: [41/100], global_step: 57990, lr: 0.000348, loss: 0.382958, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.29613 s, avg_samples: 110.9, ips: 374.49200 samples/s, eta: 9:29:03 +[2025/07/21 21:01:47] openrec INFO: epoch: [41/100], global_step: 58000, lr: 0.000348, loss: 0.346866, avg_reader_cost: 0.00706 s, avg_batch_cost: 0.29676 s, avg_samples: 87.1, ips: 293.50679 samples/s, eta: 9:28:58 +[2025/07/21 21:03:17] openrec INFO: cur metric, acc: 0.811567105425075, norm_edit_dis: 0.9121597454577751, num_samples: 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+[2025/07/21 21:06:12] openrec INFO: epoch: [41/100], global_step: 58590, lr: 0.000344, loss: 0.318520, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.28859 s, avg_samples: 85.0, ips: 294.53126 samples/s, eta: 9:25:44 +[2025/07/21 21:06:14] openrec INFO: epoch: [41/100], global_step: 58600, lr: 0.000344, loss: 0.301179, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28767 s, avg_samples: 81.6, ips: 283.65392 samples/s, eta: 9:25:38 +[2025/07/21 21:06:17] openrec INFO: epoch: [41/100], global_step: 58610, lr: 0.000344, loss: 0.364031, avg_reader_cost: 0.00636 s, avg_batch_cost: 0.29837 s, avg_samples: 97.6, ips: 327.11139 samples/s, eta: 9:25:33 +[2025/07/21 21:06:20] openrec INFO: epoch: [41/100], global_step: 58620, lr: 0.000344, loss: 0.406400, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29274 s, avg_samples: 102.8, ips: 351.16493 samples/s, eta: 9:25:27 +[2025/07/21 21:06:23] openrec INFO: epoch: [41/100], global_step: 58630, lr: 0.000344, loss: 0.410065, avg_reader_cost: 0.00577 s, 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+[2025/07/21 21:09:33] openrec INFO: epoch: [42/100], global_step: 58960, lr: 0.000342, loss: 0.338491, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29333 s, avg_samples: 86.2, ips: 293.86635 samples/s, eta: 9:24:32 +[2025/07/21 21:09:36] openrec INFO: epoch: [42/100], global_step: 58970, lr: 0.000342, loss: 0.365315, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.29364 s, avg_samples: 92.9, ips: 316.37588 samples/s, eta: 9:24:26 +[2025/07/21 21:09:38] openrec INFO: epoch: [42/100], global_step: 58980, lr: 0.000342, loss: 0.353213, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.29285 s, avg_samples: 108.8, ips: 371.52589 samples/s, eta: 9:24:21 +[2025/07/21 21:09:41] openrec INFO: epoch: [42/100], global_step: 58990, lr: 0.000342, loss: 0.353213, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29908 s, avg_samples: 96.9, ips: 323.99816 samples/s, eta: 9:24:15 +[2025/07/21 21:09:44] openrec INFO: epoch: [42/100], global_step: 59000, lr: 0.000342, loss: 0.346288, avg_reader_cost: 0.00574 s, 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0.000337, loss: 0.381010, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.30287 s, avg_samples: 87.9, ips: 290.22249 samples/s, eta: 9:15:45 +[2025/07/21 21:14:19] openrec INFO: epoch: [42/100], global_step: 59930, lr: 0.000337, loss: 0.367401, avg_reader_cost: 0.00646 s, avg_batch_cost: 0.28814 s, avg_samples: 84.0, ips: 291.52388 samples/s, eta: 9:15:40 +[2025/07/21 21:14:22] openrec INFO: epoch: [42/100], global_step: 59940, lr: 0.000337, loss: 0.323874, avg_reader_cost: 0.00842 s, avg_batch_cost: 0.29477 s, avg_samples: 109.7, ips: 372.15956 samples/s, eta: 9:15:35 +[2025/07/21 21:14:25] openrec INFO: epoch: [42/100], global_step: 59950, lr: 0.000337, loss: 0.330045, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29077 s, avg_samples: 92.6, ips: 318.46573 samples/s, eta: 9:15:29 +[2025/07/21 21:14:28] openrec INFO: epoch: [42/100], global_step: 59960, lr: 0.000337, loss: 0.336057, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.30134 s, avg_samples: 95.9, ips: 318.24093 samples/s, eta: 9:15:24 +[2025/07/21 21:14:31] openrec INFO: epoch: [42/100], global_step: 59970, lr: 0.000337, loss: 0.421993, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.29387 s, avg_samples: 92.9, ips: 316.13021 samples/s, eta: 9:15:18 +[2025/07/21 21:14:34] openrec INFO: epoch: [42/100], global_step: 59980, lr: 0.000337, loss: 0.385407, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.28902 s, avg_samples: 104.2, ips: 360.53476 samples/s, eta: 9:15:13 +[2025/07/21 21:14:37] openrec INFO: epoch: [42/100], global_step: 59990, lr: 0.000337, loss: 0.400051, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.29197 s, avg_samples: 100.7, ips: 344.89666 samples/s, eta: 9:15:07 +[2025/07/21 21:14:40] openrec INFO: epoch: [42/100], global_step: 60000, lr: 0.000337, loss: 0.411537, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.28716 s, avg_samples: 85.3, ips: 297.04814 samples/s, eta: 9:15:02 +[2025/07/21 21:16:06] openrec INFO: cur metric, acc: 0.8134053984832659, norm_edit_dis: 0.9131681019124851, num_samples: 63646, fps: 1336.0520044683433 +[2025/07/21 21:16:07] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 21:16:07] openrec INFO: best metric, acc: 0.8134053984832659, norm_edit_dis: 0.9131681019124851, num_samples: 63646, fps: 1336.0520044683433, best_epoch: 42 +[2025/07/21 21:16:09] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/iter_latest.pth +[2025/07/21 21:16:12] openrec INFO: epoch: [42/100], global_step: 60010, lr: 0.000337, loss: 0.329917, avg_reader_cost: 8.96462 s, avg_batch_cost: 9.24638 s, avg_samples: 99.7, ips: 10.78260 samples/s, eta: 9:17:01 +[2025/07/21 21:16:15] openrec INFO: epoch: [42/100], global_step: 60020, lr: 0.000337, loss: 0.318164, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.29265 s, avg_samples: 97.6, ips: 333.50211 samples/s, eta: 9:16:56 +[2025/07/21 21:16:18] openrec INFO: epoch: [42/100], global_step: 60030, lr: 0.000337, loss: 0.321977, avg_reader_cost: 0.00612 s, avg_batch_cost: 0.30322 s, avg_samples: 99.7, ips: 328.80413 samples/s, eta: 9:16:50 +[2025/07/21 21:16:21] openrec INFO: epoch: [42/100], global_step: 60040, lr: 0.000337, loss: 0.339178, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.29380 s, avg_samples: 93.8, ips: 319.26541 samples/s, eta: 9:16:45 +[2025/07/21 21:16:24] openrec INFO: epoch: [42/100], global_step: 60050, lr: 0.000337, loss: 0.344031, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.30684 s, avg_samples: 107.4, ips: 350.01385 samples/s, eta: 9:16:39 +[2025/07/21 21:16:27] openrec INFO: epoch: [42/100], global_step: 60060, lr: 0.000336, loss: 0.385774, avg_reader_cost: 0.00665 s, avg_batch_cost: 0.28845 s, avg_samples: 91.7, ips: 317.90747 samples/s, eta: 9:16:34 +[2025/07/21 21:16:30] openrec INFO: epoch: [42/100], global_step: 60070, lr: 0.000336, loss: 0.396326, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.29224 s, avg_samples: 90.5, ips: 309.68213 samples/s, eta: 9:16:28 +[2025/07/21 21:16:33] openrec INFO: epoch: [42/100], global_step: 60080, lr: 0.000336, loss: 0.331707, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.28842 s, avg_samples: 92.5, ips: 320.70820 samples/s, eta: 9:16:23 +[2025/07/21 21:16:36] openrec INFO: epoch: [42/100], global_step: 60090, lr: 0.000336, loss: 0.305292, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29038 s, avg_samples: 94.7, ips: 326.12894 samples/s, eta: 9:16:17 +[2025/07/21 21:16:39] openrec INFO: epoch: [42/100], global_step: 60100, lr: 0.000336, loss: 0.305292, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.29101 s, avg_samples: 85.9, ips: 295.17939 samples/s, eta: 9:16:12 +[2025/07/21 21:16:42] openrec INFO: epoch: [42/100], global_step: 60110, lr: 0.000336, loss: 0.388701, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.28858 s, avg_samples: 113.0, ips: 391.56934 samples/s, eta: 9:16:06 +[2025/07/21 21:16:45] openrec INFO: epoch: [42/100], global_step: 60120, lr: 0.000336, loss: 0.412276, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.29760 s, avg_samples: 101.1, ips: 339.72334 samples/s, eta: 9:16:01 +[2025/07/21 21:16:48] openrec INFO: epoch: [42/100], global_step: 60130, lr: 0.000336, loss: 0.365796, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.29876 s, avg_samples: 102.8, ips: 344.08356 samples/s, eta: 9:15:55 +[2025/07/21 21:16:51] openrec INFO: epoch: [42/100], global_step: 60140, lr: 0.000336, loss: 0.409567, avg_reader_cost: 0.00613 s, avg_batch_cost: 0.28818 s, avg_samples: 106.2, ips: 368.51423 samples/s, eta: 9:15:50 +[2025/07/21 21:16:54] openrec INFO: epoch: [42/100], global_step: 60150, lr: 0.000336, loss: 0.431474, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29266 s, avg_samples: 91.4, ips: 312.31154 samples/s, eta: 9:15:44 +[2025/07/21 21:16:57] openrec INFO: epoch: [42/100], global_step: 60160, lr: 0.000336, loss: 0.359628, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.29858 s, avg_samples: 108.7, ips: 364.05403 samples/s, eta: 9:15:39 +[2025/07/21 21:17:00] openrec INFO: epoch: [42/100], global_step: 60170, lr: 0.000336, loss: 0.336242, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.28882 s, avg_samples: 97.2, ips: 336.53901 samples/s, eta: 9:15:34 +[2025/07/21 21:17:03] openrec INFO: epoch: [42/100], global_step: 60180, lr: 0.000336, loss: 0.383641, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29072 s, avg_samples: 86.9, ips: 298.91575 samples/s, eta: 9:15:28 +[2025/07/21 21:17:06] openrec INFO: epoch: [42/100], global_step: 60190, lr: 0.000336, loss: 0.413926, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29850 s, avg_samples: 86.2, ips: 288.77437 samples/s, eta: 9:15:23 +[2025/07/21 21:17:08] openrec INFO: epoch: [42/100], global_step: 60200, lr: 0.000336, loss: 0.382850, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29044 s, avg_samples: 85.7, ips: 295.06951 samples/s, eta: 9:15:17 +[2025/07/21 21:17:11] openrec INFO: epoch: [42/100], global_step: 60210, lr: 0.000336, loss: 0.300818, avg_reader_cost: 0.00556 s, avg_batch_cost: 0.28733 s, avg_samples: 90.0, ips: 313.23271 samples/s, eta: 9:15:12 +[2025/07/21 21:17:14] openrec INFO: epoch: [42/100], global_step: 60220, lr: 0.000336, loss: 0.335135, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29273 s, avg_samples: 86.9, ips: 296.86402 samples/s, eta: 9:15:06 +[2025/07/21 21:17:17] openrec INFO: epoch: [42/100], global_step: 60230, lr: 0.000336, loss: 0.391286, avg_reader_cost: 0.00614 s, avg_batch_cost: 0.29999 s, avg_samples: 90.0, ips: 300.00649 samples/s, eta: 9:15:01 +[2025/07/21 21:17:20] openrec INFO: epoch: [42/100], global_step: 60240, lr: 0.000336, loss: 0.392071, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.29072 s, avg_samples: 98.1, ips: 337.43533 samples/s, eta: 9:14:55 +[2025/07/21 21:17:23] openrec INFO: epoch: [42/100], global_step: 60250, lr: 0.000335, loss: 0.382285, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29681 s, avg_samples: 83.6, ips: 281.66379 samples/s, eta: 9:14:50 +[2025/07/21 21:17:26] openrec INFO: epoch: [42/100], global_step: 60260, lr: 0.000335, loss: 0.401782, avg_reader_cost: 0.00628 s, avg_batch_cost: 0.29879 s, avg_samples: 99.3, ips: 332.34277 samples/s, eta: 9:14:44 +[2025/07/21 21:17:29] openrec INFO: epoch: [42/100], global_step: 60270, lr: 0.000335, loss: 0.401782, avg_reader_cost: 0.00618 s, avg_batch_cost: 0.29575 s, avg_samples: 104.2, ips: 352.33031 samples/s, eta: 9:14:39 +[2025/07/21 21:17:32] openrec INFO: epoch: [42/100], global_step: 60280, lr: 0.000335, loss: 0.388214, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.28823 s, avg_samples: 96.9, ips: 336.19373 samples/s, eta: 9:14:33 +[2025/07/21 21:17:35] openrec INFO: epoch: [42/100], global_step: 60290, lr: 0.000335, loss: 0.323866, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.29323 s, avg_samples: 91.7, ips: 312.71924 samples/s, eta: 9:14:28 +[2025/07/21 21:17:38] openrec INFO: epoch: [42/100], global_step: 60300, lr: 0.000335, loss: 0.337320, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.30261 s, avg_samples: 96.0, ips: 317.24422 samples/s, eta: 9:14:23 +[2025/07/21 21:17:41] openrec INFO: epoch: [42/100], global_step: 60310, lr: 0.000335, loss: 0.367237, avg_reader_cost: 0.00557 s, avg_batch_cost: 0.29372 s, avg_samples: 93.4, ips: 317.98689 samples/s, eta: 9:14:17 +[2025/07/21 21:17:42] openrec INFO: epoch: [42/100], global_step: 60312, lr: 0.000335, loss: 0.367237, avg_reader_cost: 0.00119 s, avg_batch_cost: 0.05922 s, avg_samples: 19.2, ips: 324.19519 samples/s, eta: 9:14:16 +[2025/07/21 21:19:10] openrec INFO: cur metric, acc: 0.8134211103897462, norm_edit_dis: 0.9124985993773622, num_samples: 63646, fps: 1317.3774042595237 +[2025/07/21 21:19:11] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 21:19:11] openrec INFO: best metric, acc: 0.8134211103897462, norm_edit_dis: 0.9124985993773622, num_samples: 63646, fps: 1317.3774042595237, best_epoch: 42 +[2025/07/21 21:19:13] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 21:19:14] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_42.pth +[2025/07/21 21:19:17] openrec INFO: epoch: [43/100], global_step: 60320, lr: 0.000335, loss: 0.322308, avg_reader_cost: 9.28821 s, avg_batch_cost: 9.51405 s, avg_samples: 73.2, ips: 7.69388 samples/s, eta: 9:16:20 +[2025/07/21 21:19:20] openrec INFO: epoch: [43/100], global_step: 60330, lr: 0.000335, loss: 0.286117, avg_reader_cost: 0.00520 s, avg_batch_cost: 0.28058 s, avg_samples: 98.1, ips: 349.63621 samples/s, eta: 9:16:14 +[2025/07/21 21:19:23] openrec INFO: epoch: [43/100], global_step: 60340, lr: 0.000335, loss: 0.317573, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29221 s, avg_samples: 91.7, ips: 313.81814 samples/s, eta: 9:16:09 +[2025/07/21 21:19:26] openrec INFO: epoch: [43/100], global_step: 60350, lr: 0.000335, loss: 0.390813, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29389 s, avg_samples: 97.8, ips: 332.77339 samples/s, eta: 9:16:03 +[2025/07/21 21:19:28] openrec INFO: epoch: [43/100], global_step: 60360, lr: 0.000335, loss: 0.377508, avg_reader_cost: 0.00616 s, avg_batch_cost: 0.28895 s, avg_samples: 104.5, ips: 361.64977 samples/s, eta: 9:15:58 +[2025/07/21 21:19:31] openrec INFO: epoch: [43/100], global_step: 60370, lr: 0.000335, loss: 0.344316, avg_reader_cost: 0.00609 s, avg_batch_cost: 0.28012 s, avg_samples: 96.9, ips: 345.92863 samples/s, eta: 9:15:52 +[2025/07/21 21:19:34] openrec INFO: epoch: [43/100], global_step: 60380, lr: 0.000335, loss: 0.339253, avg_reader_cost: 0.00546 s, avg_batch_cost: 0.29736 s, avg_samples: 90.7, ips: 305.01994 samples/s, eta: 9:15:47 +[2025/07/21 21:19:37] openrec INFO: epoch: [43/100], global_step: 60390, lr: 0.000335, loss: 0.294348, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.29039 s, avg_samples: 103.7, ips: 357.10067 samples/s, eta: 9:15:41 +[2025/07/21 21:19:40] openrec INFO: epoch: [43/100], global_step: 60400, lr: 0.000335, loss: 0.345186, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.28779 s, avg_samples: 92.9, ips: 322.80484 samples/s, eta: 9:15:35 +[2025/07/21 21:19:43] openrec INFO: epoch: [43/100], global_step: 60410, lr: 0.000335, loss: 0.405031, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29342 s, avg_samples: 94.3, ips: 321.37853 samples/s, eta: 9:15:30 +[2025/07/21 21:19:46] openrec INFO: epoch: [43/100], global_step: 60420, lr: 0.000335, loss: 0.429302, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.28820 s, avg_samples: 82.7, ips: 286.95659 samples/s, eta: 9:15:24 +[2025/07/21 21:19:49] openrec INFO: epoch: [43/100], global_step: 60430, lr: 0.000334, loss: 0.420657, avg_reader_cost: 0.00606 s, avg_batch_cost: 0.29235 s, avg_samples: 99.0, ips: 338.63077 samples/s, eta: 9:15:19 +[2025/07/21 21:19:52] openrec INFO: epoch: [43/100], global_step: 60440, lr: 0.000334, loss: 0.396028, avg_reader_cost: 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[44/100], global_step: 61950, lr: 0.000326, loss: 0.330860, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.28693 s, avg_samples: 79.8, ips: 278.11662 samples/s, eta: 9:03:33 +[2025/07/21 21:28:49] openrec INFO: epoch: [44/100], global_step: 61960, lr: 0.000326, loss: 0.402356, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29001 s, avg_samples: 93.5, ips: 322.40082 samples/s, eta: 9:03:27 +[2025/07/21 21:28:52] openrec INFO: epoch: [44/100], global_step: 61970, lr: 0.000326, loss: 0.389446, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29056 s, avg_samples: 92.6, ips: 318.69650 samples/s, eta: 9:03:22 +[2025/07/21 21:28:55] openrec INFO: epoch: [44/100], global_step: 61980, lr: 0.000326, loss: 0.358064, avg_reader_cost: 0.00562 s, avg_batch_cost: 0.29024 s, avg_samples: 102.8, ips: 354.18478 samples/s, eta: 9:03:16 +[2025/07/21 21:28:58] openrec INFO: epoch: [44/100], global_step: 61990, lr: 0.000326, loss: 0.349139, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.28662 s, avg_samples: 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eta: 8:54:54 +[2025/07/21 21:35:58] openrec INFO: epoch: [44/100], global_step: 63130, lr: 0.000320, loss: 0.314974, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.29520 s, avg_samples: 78.9, ips: 267.27907 samples/s, eta: 8:54:49 +[2025/07/21 21:36:01] openrec INFO: epoch: [44/100], global_step: 63140, lr: 0.000320, loss: 0.291909, avg_reader_cost: 0.00606 s, avg_batch_cost: 0.29807 s, avg_samples: 107.1, ips: 359.30867 samples/s, eta: 8:54:43 +[2025/07/21 21:36:04] openrec INFO: epoch: [44/100], global_step: 63150, lr: 0.000320, loss: 0.339387, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.29422 s, avg_samples: 108.8, ips: 369.79159 samples/s, eta: 8:54:38 +[2025/07/21 21:36:07] openrec INFO: epoch: [44/100], global_step: 63160, lr: 0.000320, loss: 0.307583, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.28676 s, avg_samples: 104.2, ips: 363.36647 samples/s, eta: 8:54:33 +[2025/07/21 21:36:10] openrec INFO: epoch: [44/100], global_step: 63170, lr: 0.000319, loss: 0.326145, 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+[2025/07/21 21:38:11] openrec INFO: epoch: [45/100], global_step: 63270, lr: 0.000319, loss: 0.319475, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.28651 s, avg_samples: 83.6, ips: 291.78643 samples/s, eta: 8:55:31 +[2025/07/21 21:38:14] openrec INFO: epoch: [45/100], global_step: 63280, lr: 0.000319, loss: 0.369818, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.28994 s, avg_samples: 93.8, ips: 323.51095 samples/s, eta: 8:55:25 +[2025/07/21 21:38:17] openrec INFO: epoch: [45/100], global_step: 63290, lr: 0.000319, loss: 0.305899, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.28844 s, avg_samples: 108.8, ips: 377.20778 samples/s, eta: 8:55:20 +[2025/07/21 21:38:20] openrec INFO: epoch: [45/100], global_step: 63300, lr: 0.000319, loss: 0.325572, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.29736 s, avg_samples: 112.6, ips: 378.66144 samples/s, eta: 8:55:14 +[2025/07/21 21:38:23] openrec INFO: epoch: [45/100], global_step: 63310, lr: 0.000319, loss: 0.298518, avg_reader_cost: 0.00575 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samples/s, eta: 8:46:05 +[2025/07/21 21:45:50] openrec INFO: epoch: [45/100], global_step: 64540, lr: 0.000312, loss: 0.406170, avg_reader_cost: 0.00558 s, avg_batch_cost: 0.28159 s, avg_samples: 91.7, ips: 325.65407 samples/s, eta: 8:46:00 +[2025/07/21 21:45:53] openrec INFO: epoch: [45/100], global_step: 64550, lr: 0.000312, loss: 0.405898, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.28925 s, avg_samples: 70.3, ips: 243.04620 samples/s, eta: 8:45:55 +[2025/07/21 21:45:56] openrec INFO: epoch: [45/100], global_step: 64560, lr: 0.000312, loss: 0.338585, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29346 s, avg_samples: 111.8, ips: 380.97744 samples/s, eta: 8:45:49 +[2025/07/21 21:45:59] openrec INFO: epoch: [45/100], global_step: 64570, lr: 0.000312, loss: 0.329532, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.29145 s, avg_samples: 96.0, ips: 329.38649 samples/s, eta: 8:45:44 +[2025/07/21 21:46:02] openrec INFO: epoch: [45/100], global_step: 64580, lr: 0.000312, loss: 0.383738, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.29206 s, avg_samples: 108.3, ips: 370.81053 samples/s, eta: 8:45:39 +[2025/07/21 21:46:05] openrec INFO: epoch: [45/100], global_step: 64590, lr: 0.000312, loss: 0.390983, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.28771 s, avg_samples: 98.1, ips: 340.96998 samples/s, eta: 8:45:33 +[2025/07/21 21:46:08] openrec INFO: epoch: [45/100], global_step: 64600, lr: 0.000312, loss: 0.379813, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29610 s, avg_samples: 101.0, ips: 341.09700 samples/s, eta: 8:45:28 +[2025/07/21 21:46:10] openrec INFO: epoch: [45/100], global_step: 64610, lr: 0.000311, loss: 0.338825, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.28487 s, avg_samples: 95.5, ips: 335.24201 samples/s, eta: 8:45:23 +[2025/07/21 21:46:13] openrec INFO: epoch: [45/100], global_step: 64620, lr: 0.000311, loss: 0.322702, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.28614 s, avg_samples: 96.4, ips: 336.89955 samples/s, eta: 8:45:17 +[2025/07/21 21:47:41] openrec INFO: cur metric, acc: 0.8136725008934305, norm_edit_dis: 0.913149009724394, num_samples: 63646, fps: 1317.153510610845 +[2025/07/21 21:47:41] openrec INFO: best metric, acc: 0.8178204442042201, norm_edit_dis: 0.9158058382848842, num_samples: 63646, fps: 1315.2495072482727, best_epoch: 43 +[2025/07/21 21:47:43] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 21:47:44] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_45.pth +[2025/07/21 21:47:48] openrec INFO: epoch: [46/100], global_step: 64630, lr: 0.000311, loss: 0.318525, avg_reader_cost: 9.15771 s, avg_batch_cost: 9.43634 s, avg_samples: 80.6, ips: 8.54145 samples/s, eta: 8:47:04 +[2025/07/21 21:47:51] openrec INFO: epoch: [46/100], global_step: 64640, lr: 0.000311, loss: 0.335599, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29324 s, 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eta: 8:35:40 +[2025/07/21 21:54:07] openrec INFO: epoch: [46/100], global_step: 65930, lr: 0.000304, loss: 0.321458, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29523 s, avg_samples: 87.9, ips: 297.73819 samples/s, eta: 8:35:35 +[2025/07/21 21:54:10] openrec INFO: epoch: [46/100], global_step: 65940, lr: 0.000304, loss: 0.359723, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.30122 s, avg_samples: 97.8, ips: 324.68073 samples/s, eta: 8:35:29 +[2025/07/21 21:54:13] openrec INFO: epoch: [46/100], global_step: 65950, lr: 0.000304, loss: 0.370016, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.28943 s, avg_samples: 87.4, ips: 301.97687 samples/s, eta: 8:35:24 +[2025/07/21 21:54:16] openrec INFO: epoch: [46/100], global_step: 65960, lr: 0.000304, loss: 0.315653, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.28793 s, avg_samples: 96.4, ips: 334.80187 samples/s, eta: 8:35:19 +[2025/07/21 21:54:19] openrec INFO: epoch: [46/100], global_step: 65970, lr: 0.000304, loss: 0.315653, avg_reader_cost: 0.00626 s, avg_batch_cost: 0.29348 s, avg_samples: 81.0, ips: 275.99573 samples/s, eta: 8:35:14 +[2025/07/21 21:54:22] openrec INFO: epoch: [46/100], global_step: 65980, lr: 0.000304, loss: 0.290099, avg_reader_cost: 0.00622 s, avg_batch_cost: 0.29310 s, avg_samples: 110.9, ips: 378.37501 samples/s, eta: 8:35:09 +[2025/07/21 21:54:25] openrec INFO: epoch: [46/100], global_step: 65990, lr: 0.000304, loss: 0.303606, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.29723 s, avg_samples: 83.2, ips: 279.91341 samples/s, eta: 8:35:03 +[2025/07/21 21:54:28] openrec INFO: epoch: [46/100], global_step: 66000, lr: 0.000304, loss: 0.303606, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28602 s, avg_samples: 101.1, ips: 353.46717 samples/s, eta: 8:34:58 +[2025/07/21 21:55:54] openrec INFO: cur metric, acc: 0.8233038995658323, norm_edit_dis: 0.9192636612242429, num_samples: 63646, fps: 1339.4102704275822 +[2025/07/21 21:55:55] openrec INFO: save ckpt to 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+[2025/07/21 21:58:07] openrec INFO: epoch: [47/100], global_step: 66140, lr: 0.000303, loss: 0.271923, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.28791 s, avg_samples: 112.6, ips: 391.09342 samples/s, eta: 8:37:13 +[2025/07/21 21:58:09] openrec INFO: epoch: [47/100], global_step: 66150, lr: 0.000303, loss: 0.261746, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.28482 s, avg_samples: 83.6, ips: 293.51895 samples/s, eta: 8:37:08 +[2025/07/21 21:58:12] openrec INFO: epoch: [47/100], global_step: 66160, lr: 0.000303, loss: 0.275951, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29159 s, avg_samples: 86.6, ips: 296.99456 samples/s, eta: 8:37:02 +[2025/07/21 21:58:15] openrec INFO: epoch: [47/100], global_step: 66170, lr: 0.000303, loss: 0.388767, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.28947 s, avg_samples: 96.0, ips: 331.64498 samples/s, eta: 8:36:57 +[2025/07/21 21:58:18] openrec INFO: epoch: [47/100], global_step: 66180, lr: 0.000303, loss: 0.374806, avg_reader_cost: 0.00588 s, 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+[2025/07/21 21:59:13] openrec INFO: epoch: [47/100], global_step: 66370, lr: 0.000302, loss: 0.285833, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29331 s, avg_samples: 85.3, ips: 290.81812 samples/s, eta: 8:35:11 +[2025/07/21 21:59:16] openrec INFO: epoch: [47/100], global_step: 66380, lr: 0.000302, loss: 0.274451, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.28590 s, avg_samples: 97.2, ips: 339.98313 samples/s, eta: 8:35:06 +[2025/07/21 21:59:19] openrec INFO: epoch: [47/100], global_step: 66390, lr: 0.000301, loss: 0.276237, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.29407 s, avg_samples: 99.0, ips: 336.65156 samples/s, eta: 8:35:00 +[2025/07/21 21:59:22] openrec INFO: epoch: [47/100], global_step: 66400, lr: 0.000301, loss: 0.310606, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29230 s, avg_samples: 96.0, ips: 328.42599 samples/s, eta: 8:34:55 +[2025/07/21 21:59:25] openrec INFO: epoch: [47/100], global_step: 66410, lr: 0.000301, loss: 0.316260, avg_reader_cost: 0.00588 s, 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avg_reader_cost: 0.00571 s, avg_batch_cost: 0.28921 s, avg_samples: 82.7, ips: 285.95079 samples/s, eta: 8:28:01 +[2025/07/21 22:03:16] openrec INFO: epoch: [47/100], global_step: 67200, lr: 0.000297, loss: 0.326020, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29072 s, avg_samples: 83.9, ips: 288.58980 samples/s, eta: 8:27:56 +[2025/07/21 22:03:19] openrec INFO: epoch: [47/100], global_step: 67210, lr: 0.000297, loss: 0.340738, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.28902 s, avg_samples: 87.9, ips: 304.13548 samples/s, eta: 8:27:51 +[2025/07/21 22:03:22] openrec INFO: epoch: [47/100], global_step: 67220, lr: 0.000297, loss: 0.340738, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.29056 s, avg_samples: 89.1, ips: 306.65232 samples/s, eta: 8:27:45 +[2025/07/21 22:03:25] openrec INFO: epoch: [47/100], global_step: 67230, lr: 0.000297, loss: 0.290788, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29291 s, avg_samples: 104.2, ips: 355.74515 samples/s, eta: 8:27:40 +[2025/07/21 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[47/100], global_step: 67330, lr: 0.000296, loss: 0.315826, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29256 s, avg_samples: 95.2, ips: 325.40108 samples/s, eta: 8:26:48 +[2025/07/21 22:03:57] openrec INFO: epoch: [47/100], global_step: 67340, lr: 0.000296, loss: 0.371693, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.28224 s, avg_samples: 96.0, ips: 340.14064 samples/s, eta: 8:26:43 +[2025/07/21 22:04:00] openrec INFO: epoch: [47/100], global_step: 67350, lr: 0.000296, loss: 0.396918, avg_reader_cost: 0.00642 s, avg_batch_cost: 0.29573 s, avg_samples: 75.2, ips: 254.28349 samples/s, eta: 8:26:37 +[2025/07/21 22:04:03] openrec INFO: epoch: [47/100], global_step: 67360, lr: 0.000296, loss: 0.385450, avg_reader_cost: 0.00636 s, avg_batch_cost: 0.29538 s, avg_samples: 108.8, ips: 368.33728 samples/s, eta: 8:26:32 +[2025/07/21 22:04:06] openrec INFO: epoch: [47/100], global_step: 67370, lr: 0.000296, loss: 0.365782, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.28827 s, avg_samples: 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0.000296, loss: 0.287759, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29738 s, avg_samples: 109.6, ips: 368.55421 samples/s, eta: 8:26:01 +[2025/07/21 22:04:24] openrec INFO: epoch: [47/100], global_step: 67430, lr: 0.000296, loss: 0.299159, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29005 s, avg_samples: 93.4, ips: 322.01349 samples/s, eta: 8:25:56 +[2025/07/21 22:04:26] openrec INFO: epoch: [47/100], global_step: 67440, lr: 0.000296, loss: 0.326151, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.29308 s, avg_samples: 106.6, ips: 363.72346 samples/s, eta: 8:25:51 +[2025/07/21 22:04:29] openrec INFO: epoch: [47/100], global_step: 67450, lr: 0.000296, loss: 0.290934, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.29580 s, avg_samples: 86.6, ips: 292.76352 samples/s, eta: 8:25:46 +[2025/07/21 22:04:32] openrec INFO: epoch: [47/100], global_step: 67460, lr: 0.000295, loss: 0.282002, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29141 s, avg_samples: 99.8, ips: 342.47304 samples/s, eta: 8:25:40 +[2025/07/21 22:04:35] openrec INFO: epoch: [47/100], global_step: 67470, lr: 0.000295, loss: 0.304839, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.28693 s, avg_samples: 93.8, ips: 326.90844 samples/s, eta: 8:25:35 +[2025/07/21 22:04:38] openrec INFO: epoch: [47/100], global_step: 67480, lr: 0.000295, loss: 0.318158, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.29452 s, avg_samples: 91.4, ips: 310.33310 samples/s, eta: 8:25:30 +[2025/07/21 22:04:41] openrec INFO: epoch: [47/100], global_step: 67490, lr: 0.000295, loss: 0.296891, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.28564 s, avg_samples: 99.8, ips: 349.38997 samples/s, eta: 8:25:25 +[2025/07/21 22:04:42] openrec INFO: epoch: [47/100], global_step: 67492, lr: 0.000295, loss: 0.293960, avg_reader_cost: 0.00119 s, avg_batch_cost: 0.06029 s, avg_samples: 19.2, ips: 318.43545 samples/s, eta: 8:25:24 +[2025/07/21 22:06:10] openrec INFO: cur metric, acc: 0.8240423591704047, norm_edit_dis: 0.9186770603745518, num_samples: 63646, fps: 1323.0802482751478 +[2025/07/21 22:06:10] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 22:06:10] openrec INFO: best metric, acc: 0.8240423591704047, norm_edit_dis: 0.9186770603745518, num_samples: 63646, fps: 1323.0802482751478, best_epoch: 47 +[2025/07/21 22:06:13] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 22:06:13] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_47.pth +[2025/07/21 22:06:16] openrec INFO: epoch: [48/100], global_step: 67500, lr: 0.000295, loss: 0.296891, avg_reader_cost: 9.24972 s, avg_batch_cost: 9.47567 s, avg_samples: 74.6, ips: 7.87279 samples/s, eta: 8:27:04 +[2025/07/21 22:06:19] openrec INFO: epoch: [48/100], global_step: 67510, lr: 0.000295, loss: 0.326612, 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[48/100], global_step: 67650, lr: 0.000294, loss: 0.281127, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.28707 s, avg_samples: 99.8, ips: 347.64527 samples/s, eta: 8:25:45 +[2025/07/21 22:07:03] openrec INFO: epoch: [48/100], global_step: 67660, lr: 0.000294, loss: 0.326570, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29289 s, avg_samples: 98.1, ips: 334.93877 samples/s, eta: 8:25:40 +[2025/07/21 22:07:06] openrec INFO: epoch: [48/100], global_step: 67670, lr: 0.000294, loss: 0.340867, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29049 s, avg_samples: 91.7, ips: 315.67768 samples/s, eta: 8:25:35 +[2025/07/21 22:07:09] openrec INFO: epoch: [48/100], global_step: 67680, lr: 0.000294, loss: 0.339423, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.28958 s, avg_samples: 90.0, ips: 310.79506 samples/s, eta: 8:25:29 +[2025/07/21 22:07:12] openrec INFO: epoch: [48/100], global_step: 67690, lr: 0.000294, loss: 0.325687, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.28800 s, avg_samples: 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+[2025/07/21 22:07:41] openrec INFO: epoch: [48/100], global_step: 67790, lr: 0.000294, loss: 0.322927, avg_reader_cost: 0.00626 s, avg_batch_cost: 0.28501 s, avg_samples: 96.1, ips: 337.17709 samples/s, eta: 8:24:32 +[2025/07/21 22:07:44] openrec INFO: epoch: [48/100], global_step: 67800, lr: 0.000294, loss: 0.313813, avg_reader_cost: 0.00621 s, avg_batch_cost: 0.28834 s, avg_samples: 101.1, ips: 350.62458 samples/s, eta: 8:24:27 +[2025/07/21 22:07:47] openrec INFO: epoch: [48/100], global_step: 67810, lr: 0.000293, loss: 0.325726, avg_reader_cost: 0.00555 s, avg_batch_cost: 0.29353 s, avg_samples: 97.2, ips: 331.14712 samples/s, eta: 8:24:22 +[2025/07/21 22:07:50] openrec INFO: epoch: [48/100], global_step: 67820, lr: 0.000293, loss: 0.335862, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28901 s, avg_samples: 89.5, ips: 309.68249 samples/s, eta: 8:24:17 +[2025/07/21 22:07:53] openrec INFO: epoch: [48/100], global_step: 67830, lr: 0.000293, loss: 0.352890, avg_reader_cost: 0.00650 s, 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[48/100], global_step: 68690, lr: 0.000288, loss: 0.355021, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.28224 s, avg_samples: 92.9, ips: 329.14790 samples/s, eta: 8:18:20 +[2025/07/21 22:13:33] openrec INFO: epoch: [48/100], global_step: 68700, lr: 0.000288, loss: 0.337648, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29443 s, avg_samples: 93.4, ips: 317.22825 samples/s, eta: 8:18:15 +[2025/07/21 22:13:36] openrec INFO: epoch: [48/100], global_step: 68710, lr: 0.000288, loss: 0.322324, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.28879 s, avg_samples: 83.2, ips: 288.10080 samples/s, eta: 8:18:10 +[2025/07/21 22:13:39] openrec INFO: epoch: [48/100], global_step: 68720, lr: 0.000288, loss: 0.311271, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.28514 s, avg_samples: 103.6, ips: 363.33450 samples/s, eta: 8:18:05 +[2025/07/21 22:13:42] openrec INFO: epoch: [48/100], global_step: 68730, lr: 0.000288, loss: 0.311271, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.28387 s, avg_samples: 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INFO: epoch: [48/100], global_step: 68920, lr: 0.000287, loss: 0.313584, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.29034 s, avg_samples: 111.8, ips: 385.06004 samples/s, eta: 8:16:21 +[2025/07/21 22:14:40] openrec INFO: epoch: [48/100], global_step: 68928, lr: 0.000287, loss: 0.323137, avg_reader_cost: 0.00508 s, avg_batch_cost: 0.22466 s, avg_samples: 79.8, ips: 355.19974 samples/s, eta: 8:16:17 +[2025/07/21 22:16:08] openrec INFO: cur metric, acc: 0.8230682209686283, norm_edit_dis: 0.9189248041638086, num_samples: 63646, fps: 1319.0868575124334 +[2025/07/21 22:16:08] openrec INFO: best metric, acc: 0.8240423591704047, norm_edit_dis: 0.9186770603745518, num_samples: 63646, fps: 1323.0802482751478, best_epoch: 47 +[2025/07/21 22:16:10] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 22:16:11] openrec INFO: save ckpt to 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[49/100], global_step: 69840, lr: 0.000282, loss: 0.296384, avg_reader_cost: 0.00562 s, avg_batch_cost: 0.28903 s, avg_samples: 99.8, ips: 345.29467 samples/s, eta: 8:10:06 +[2025/07/21 22:20:41] openrec INFO: epoch: [49/100], global_step: 69850, lr: 0.000282, loss: 0.285187, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.28991 s, avg_samples: 102.8, ips: 354.59452 samples/s, eta: 8:10:01 +[2025/07/21 22:20:44] openrec INFO: epoch: [49/100], global_step: 69860, lr: 0.000282, loss: 0.287519, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.28797 s, avg_samples: 97.2, ips: 337.53480 samples/s, eta: 8:09:56 +[2025/07/21 22:20:47] openrec INFO: epoch: [49/100], global_step: 69870, lr: 0.000282, loss: 0.361076, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.28604 s, avg_samples: 91.7, ips: 320.58745 samples/s, eta: 8:09:51 +[2025/07/21 22:20:50] openrec INFO: epoch: [49/100], global_step: 69880, lr: 0.000282, loss: 0.371370, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.28923 s, avg_samples: 94.7, ips: 327.41950 samples/s, eta: 8:09:46 +[2025/07/21 22:20:52] openrec INFO: epoch: [49/100], global_step: 69890, lr: 0.000282, loss: 0.296691, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.28097 s, avg_samples: 87.1, ips: 310.00245 samples/s, eta: 8:09:40 +[2025/07/21 22:20:55] openrec INFO: epoch: [49/100], global_step: 69900, lr: 0.000282, loss: 0.308614, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29008 s, avg_samples: 98.1, ips: 338.17985 samples/s, eta: 8:09:35 +[2025/07/21 22:20:58] openrec INFO: epoch: [49/100], global_step: 69910, lr: 0.000282, loss: 0.329937, avg_reader_cost: 0.00698 s, avg_batch_cost: 0.29178 s, avg_samples: 107.1, ips: 367.05804 samples/s, eta: 8:09:30 +[2025/07/21 22:21:01] openrec INFO: epoch: [49/100], global_step: 69920, lr: 0.000281, loss: 0.353448, avg_reader_cost: 0.00756 s, avg_batch_cost: 0.29274 s, avg_samples: 95.5, ips: 326.22905 samples/s, eta: 8:09:25 +[2025/07/21 22:21:04] openrec INFO: epoch: [49/100], global_step: 69930, lr: 0.000281, loss: 0.330311, avg_reader_cost: 0.00633 s, avg_batch_cost: 0.29611 s, avg_samples: 85.9, ips: 290.09510 samples/s, eta: 8:09:20 +[2025/07/21 22:21:07] openrec INFO: epoch: [49/100], global_step: 69940, lr: 0.000281, loss: 0.304668, avg_reader_cost: 0.00615 s, avg_batch_cost: 0.29226 s, avg_samples: 84.5, ips: 289.12249 samples/s, eta: 8:09:15 +[2025/07/21 22:21:10] openrec INFO: epoch: [49/100], global_step: 69950, lr: 0.000281, loss: 0.332042, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29103 s, avg_samples: 91.7, ips: 315.08472 samples/s, eta: 8:09:10 +[2025/07/21 22:21:13] openrec INFO: epoch: [49/100], global_step: 69960, lr: 0.000281, loss: 0.329952, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.28701 s, avg_samples: 101.9, ips: 355.04367 samples/s, eta: 8:09:05 +[2025/07/21 22:21:16] openrec INFO: epoch: [49/100], global_step: 69970, lr: 0.000281, loss: 0.285047, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.29410 s, avg_samples: 97.6, ips: 331.85537 samples/s, eta: 8:09:00 +[2025/07/21 22:21:19] openrec INFO: epoch: [49/100], global_step: 69980, lr: 0.000281, loss: 0.304635, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29906 s, avg_samples: 90.0, ips: 300.94753 samples/s, eta: 8:08:55 +[2025/07/21 22:21:22] openrec INFO: epoch: [49/100], global_step: 69990, lr: 0.000281, loss: 0.304010, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.28670 s, avg_samples: 99.0, ips: 345.31324 samples/s, eta: 8:08:49 +[2025/07/21 22:21:25] openrec INFO: epoch: [49/100], global_step: 70000, lr: 0.000281, loss: 0.287707, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29030 s, avg_samples: 106.2, ips: 365.82631 samples/s, eta: 8:08:44 +[2025/07/21 22:22:51] openrec INFO: cur metric, acc: 0.8239166639185626, norm_edit_dis: 0.9190389172355066, num_samples: 63646, fps: 1336.4532770302515 +[2025/07/21 22:22:51] openrec INFO: best metric, acc: 0.8240423591704047, norm_edit_dis: 0.9186770603745518, num_samples: 63646, fps: 1323.0802482751478, best_epoch: 47 +[2025/07/21 22:22:54] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/iter_latest.pth +[2025/07/21 22:22:57] openrec INFO: epoch: [49/100], global_step: 70010, lr: 0.000281, loss: 0.343918, avg_reader_cost: 8.90002 s, avg_batch_cost: 9.18454 s, avg_samples: 98.1, ips: 10.68100 samples/s, eta: 8:10:13 +[2025/07/21 22:23:00] openrec INFO: epoch: [49/100], global_step: 70020, lr: 0.000281, loss: 0.336268, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.29465 s, avg_samples: 99.0, ips: 335.99424 samples/s, eta: 8:10:08 +[2025/07/21 22:23:03] openrec INFO: epoch: [49/100], global_step: 70030, lr: 0.000281, loss: 0.287781, avg_reader_cost: 0.00557 s, avg_batch_cost: 0.29779 s, avg_samples: 71.3, ips: 239.43160 samples/s, eta: 8:10:02 +[2025/07/21 22:23:05] openrec INFO: epoch: [49/100], global_step: 70040, lr: 0.000281, loss: 0.304273, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.28606 s, avg_samples: 119.0, ips: 415.99141 samples/s, eta: 8:09:57 +[2025/07/21 22:23:08] openrec INFO: epoch: [49/100], global_step: 70050, lr: 0.000281, loss: 0.303036, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29014 s, avg_samples: 87.9, ips: 302.95454 samples/s, eta: 8:09:52 +[2025/07/21 22:23:11] openrec INFO: epoch: [49/100], global_step: 70060, lr: 0.000281, loss: 0.310444, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.28657 s, avg_samples: 99.0, ips: 345.46455 samples/s, eta: 8:09:47 +[2025/07/21 22:23:14] openrec INFO: epoch: [49/100], global_step: 70070, lr: 0.000281, loss: 0.309916, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29378 s, avg_samples: 94.3, ips: 320.98506 samples/s, eta: 8:09:42 +[2025/07/21 22:23:17] openrec INFO: epoch: [49/100], global_step: 70080, lr: 0.000281, loss: 0.312551, avg_reader_cost: 0.00624 s, avg_batch_cost: 0.28434 s, avg_samples: 85.3, ips: 299.98972 samples/s, eta: 8:09:37 +[2025/07/21 22:23:20] openrec INFO: epoch: [49/100], global_step: 70090, lr: 0.000280, loss: 0.307051, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.29223 s, avg_samples: 83.1, ips: 284.36398 samples/s, eta: 8:09:31 +[2025/07/21 22:23:23] openrec INFO: epoch: [49/100], global_step: 70100, lr: 0.000280, loss: 0.344208, avg_reader_cost: 0.00556 s, avg_batch_cost: 0.28766 s, avg_samples: 99.8, ips: 346.93382 samples/s, eta: 8:09:26 +[2025/07/21 22:23:26] openrec INFO: epoch: [49/100], global_step: 70110, lr: 0.000280, loss: 0.344208, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.29405 s, avg_samples: 90.0, ips: 306.06727 samples/s, eta: 8:09:21 +[2025/07/21 22:23:29] openrec INFO: epoch: [49/100], global_step: 70120, lr: 0.000280, loss: 0.318873, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.28438 s, avg_samples: 98.1, ips: 344.96530 samples/s, eta: 8:09:16 +[2025/07/21 22:23:32] openrec INFO: epoch: [49/100], global_step: 70130, lr: 0.000280, loss: 0.312137, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.28573 s, avg_samples: 90.0, ips: 314.98793 samples/s, eta: 8:09:11 +[2025/07/21 22:23:34] openrec INFO: epoch: [49/100], global_step: 70140, lr: 0.000280, loss: 0.279415, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28682 s, avg_samples: 96.8, ips: 337.49785 samples/s, eta: 8:09:06 +[2025/07/21 22:23:37] openrec INFO: epoch: [49/100], global_step: 70150, lr: 0.000280, loss: 0.246253, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.29037 s, avg_samples: 114.7, ips: 395.01305 samples/s, eta: 8:09:01 +[2025/07/21 22:23:40] openrec INFO: epoch: [49/100], global_step: 70160, lr: 0.000280, loss: 0.328935, avg_reader_cost: 0.00597 s, avg_batch_cost: 0.28911 s, avg_samples: 93.8, ips: 324.44707 samples/s, eta: 8:08:55 +[2025/07/21 22:23:43] openrec INFO: epoch: [49/100], global_step: 70170, lr: 0.000280, loss: 0.355464, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.28398 s, avg_samples: 93.8, ips: 330.30976 samples/s, eta: 8:08:50 +[2025/07/21 22:23:46] openrec INFO: epoch: [49/100], global_step: 70180, lr: 0.000280, loss: 0.334354, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29168 s, avg_samples: 85.2, ips: 292.10592 samples/s, eta: 8:08:45 +[2025/07/21 22:23:49] openrec INFO: epoch: [49/100], global_step: 70190, lr: 0.000280, loss: 0.286729, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29375 s, avg_samples: 93.5, ips: 318.29960 samples/s, eta: 8:08:40 +[2025/07/21 22:23:52] openrec INFO: epoch: [49/100], global_step: 70200, lr: 0.000280, loss: 0.315776, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.28994 s, avg_samples: 94.3, ips: 325.23703 samples/s, eta: 8:08:35 +[2025/07/21 22:23:55] openrec INFO: epoch: [49/100], global_step: 70210, lr: 0.000280, loss: 0.363709, avg_reader_cost: 0.00554 s, avg_batch_cost: 0.28464 s, avg_samples: 99.8, ips: 350.61421 samples/s, eta: 8:08:30 +[2025/07/21 22:23:58] openrec INFO: epoch: [49/100], global_step: 70220, lr: 0.000280, loss: 0.327813, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.28966 s, avg_samples: 100.2, ips: 345.92710 samples/s, eta: 8:08:24 +[2025/07/21 22:24:01] openrec INFO: epoch: [49/100], global_step: 70230, lr: 0.000280, loss: 0.337384, avg_reader_cost: 0.00641 s, avg_batch_cost: 0.28872 s, avg_samples: 110.0, ips: 380.99123 samples/s, eta: 8:08:19 +[2025/07/21 22:24:03] openrec INFO: epoch: [49/100], global_step: 70240, lr: 0.000280, loss: 0.310468, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.28941 s, avg_samples: 82.8, ips: 286.09568 samples/s, eta: 8:08:14 +[2025/07/21 22:24:06] openrec INFO: epoch: [49/100], global_step: 70250, lr: 0.000280, loss: 0.310468, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.29144 s, avg_samples: 107.5, ips: 368.86169 samples/s, eta: 8:08:09 +[2025/07/21 22:24:09] openrec INFO: epoch: [49/100], global_step: 70260, lr: 0.000280, loss: 0.363587, avg_reader_cost: 0.00536 s, avg_batch_cost: 0.29209 s, avg_samples: 85.3, ips: 292.03646 samples/s, eta: 8:08:04 +[2025/07/21 22:24:12] openrec INFO: epoch: [49/100], global_step: 70270, lr: 0.000279, loss: 0.361281, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.28871 s, avg_samples: 101.9, ips: 352.94997 samples/s, eta: 8:07:59 +[2025/07/21 22:24:15] openrec INFO: epoch: [49/100], global_step: 70280, lr: 0.000279, loss: 0.297463, avg_reader_cost: 0.00612 s, avg_batch_cost: 0.29144 s, avg_samples: 106.6, ips: 365.76460 samples/s, eta: 8:07:54 +[2025/07/21 22:24:18] openrec INFO: epoch: [49/100], global_step: 70290, lr: 0.000279, loss: 0.290585, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.28866 s, avg_samples: 99.8, ips: 345.73784 samples/s, eta: 8:07:49 +[2025/07/21 22:24:21] openrec INFO: epoch: [49/100], global_step: 70300, lr: 0.000279, loss: 0.301997, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.28557 s, avg_samples: 96.4, ips: 337.57253 samples/s, eta: 8:07:43 +[2025/07/21 22:24:24] openrec INFO: epoch: [49/100], global_step: 70310, lr: 0.000279, loss: 0.292019, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28646 s, avg_samples: 87.0, ips: 303.70442 samples/s, eta: 8:07:38 +[2025/07/21 22:24:27] openrec INFO: epoch: [49/100], global_step: 70320, lr: 0.000279, loss: 0.413111, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.29406 s, avg_samples: 91.7, ips: 311.84072 samples/s, eta: 8:07:33 +[2025/07/21 22:24:30] openrec INFO: epoch: [49/100], global_step: 70330, lr: 0.000279, loss: 0.390822, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.28931 s, avg_samples: 80.7, ips: 278.94288 samples/s, eta: 8:07:28 +[2025/07/21 22:24:33] openrec INFO: epoch: [49/100], global_step: 70340, lr: 0.000279, loss: 0.337528, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29035 s, avg_samples: 86.2, ips: 296.88189 samples/s, eta: 8:07:23 +[2025/07/21 22:24:36] openrec INFO: epoch: [49/100], global_step: 70350, lr: 0.000279, loss: 0.321605, avg_reader_cost: 0.00605 s, avg_batch_cost: 0.28871 s, avg_samples: 89.5, ips: 310.00442 samples/s, eta: 8:07:18 +[2025/07/21 22:24:39] openrec INFO: epoch: [49/100], global_step: 70360, lr: 0.000279, loss: 0.318023, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.29622 s, avg_samples: 99.0, ips: 334.21292 samples/s, eta: 8:07:13 +[2025/07/21 22:24:40] openrec INFO: epoch: [49/100], global_step: 70364, lr: 0.000279, loss: 0.349400, avg_reader_cost: 0.00265 s, avg_batch_cost: 0.11337 s, avg_samples: 38.4, ips: 338.71341 samples/s, eta: 8:07:11 +[2025/07/21 22:26:07] openrec INFO: cur metric, acc: 0.8241209187028059, norm_edit_dis: 0.9190241948375927, num_samples: 63646, fps: 1322.9928681868976 +[2025/07/21 22:26:08] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 22:26:08] openrec INFO: best metric, acc: 0.8241209187028059, norm_edit_dis: 0.9190241948375927, num_samples: 63646, fps: 1322.9928681868976, best_epoch: 49 +[2025/07/21 22:26:10] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 22:26:11] openrec INFO: save ckpt to 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openrec INFO: epoch: [50/100], global_step: 70410, lr: 0.000279, loss: 0.323748, avg_reader_cost: 0.00558 s, avg_batch_cost: 0.29026 s, avg_samples: 87.1, ips: 300.07300 samples/s, eta: 8:08:22 +[2025/07/21 22:26:28] openrec INFO: epoch: [50/100], global_step: 70420, lr: 0.000279, loss: 0.316828, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.28924 s, avg_samples: 91.7, ips: 317.04068 samples/s, eta: 8:08:17 +[2025/07/21 22:26:31] openrec INFO: epoch: [50/100], global_step: 70430, lr: 0.000279, loss: 0.289898, avg_reader_cost: 0.00607 s, avg_batch_cost: 0.29837 s, avg_samples: 102.4, ips: 343.19919 samples/s, eta: 8:08:12 +[2025/07/21 22:26:34] openrec INFO: epoch: [50/100], global_step: 70440, lr: 0.000278, loss: 0.327305, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.29683 s, avg_samples: 86.2, ips: 290.39913 samples/s, eta: 8:08:07 +[2025/07/21 22:26:37] openrec INFO: epoch: [50/100], global_step: 70450, lr: 0.000278, loss: 0.304555, avg_reader_cost: 0.00642 s, avg_batch_cost: 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+[2025/07/21 22:27:32] openrec INFO: epoch: [50/100], global_step: 70640, lr: 0.000277, loss: 0.314544, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.29179 s, avg_samples: 100.2, ips: 343.39640 samples/s, eta: 8:06:25 +[2025/07/21 22:27:35] openrec INFO: epoch: [50/100], global_step: 70650, lr: 0.000277, loss: 0.343758, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29705 s, avg_samples: 78.9, ips: 265.61302 samples/s, eta: 8:06:19 +[2025/07/21 22:27:38] openrec INFO: epoch: [50/100], global_step: 70660, lr: 0.000277, loss: 0.361883, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28982 s, avg_samples: 98.1, ips: 338.48381 samples/s, eta: 8:06:14 +[2025/07/21 22:27:41] openrec INFO: epoch: [50/100], global_step: 70670, lr: 0.000277, loss: 0.323404, avg_reader_cost: 0.00559 s, avg_batch_cost: 0.29544 s, avg_samples: 96.9, ips: 327.98219 samples/s, eta: 8:06:09 +[2025/07/21 22:27:44] openrec INFO: epoch: [50/100], global_step: 70680, lr: 0.000277, loss: 0.286901, avg_reader_cost: 0.00573 s, 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22:32:55] openrec INFO: epoch: [50/100], global_step: 71740, lr: 0.000271, loss: 0.284181, avg_reader_cost: 0.00555 s, avg_batch_cost: 0.29006 s, avg_samples: 81.6, ips: 281.32072 samples/s, eta: 7:57:05 +[2025/07/21 22:32:58] openrec INFO: epoch: [50/100], global_step: 71750, lr: 0.000271, loss: 0.293801, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.29264 s, avg_samples: 87.5, ips: 298.99876 samples/s, eta: 7:57:00 +[2025/07/21 22:33:01] openrec INFO: epoch: [50/100], global_step: 71760, lr: 0.000271, loss: 0.313711, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.28762 s, avg_samples: 113.5, ips: 394.61260 samples/s, eta: 7:56:55 +[2025/07/21 22:33:04] openrec INFO: epoch: [50/100], global_step: 71770, lr: 0.000271, loss: 0.310486, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29180 s, avg_samples: 103.7, ips: 355.38226 samples/s, eta: 7:56:50 +[2025/07/21 22:33:07] openrec INFO: epoch: [50/100], global_step: 71780, lr: 0.000271, loss: 0.310140, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.28972 s, avg_samples: 83.2, ips: 287.17826 samples/s, eta: 7:56:45 +[2025/07/21 22:33:10] openrec INFO: epoch: [50/100], global_step: 71790, lr: 0.000271, loss: 0.296133, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.28581 s, avg_samples: 92.1, ips: 322.24273 samples/s, eta: 7:56:40 +[2025/07/21 22:33:13] openrec INFO: epoch: [50/100], global_step: 71800, lr: 0.000271, loss: 0.273703, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.28648 s, avg_samples: 104.5, ips: 364.77763 samples/s, eta: 7:56:35 +[2025/07/21 22:34:41] openrec INFO: cur metric, acc: 0.826980485682214, norm_edit_dis: 0.9208147041351264, num_samples: 63646, fps: 1314.3543005886888 +[2025/07/21 22:34:41] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 22:34:41] openrec INFO: best metric, acc: 0.826980485682214, norm_edit_dis: 0.9208147041351264, num_samples: 63646, fps: 1314.3543005886888, best_epoch: 50 +[2025/07/21 22:34:44] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 22:34:44] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_50.pth +[2025/07/21 22:34:48] openrec INFO: epoch: [51/100], global_step: 71810, lr: 0.000271, loss: 0.260937, avg_reader_cost: 9.26650 s, avg_batch_cost: 9.55692 s, avg_samples: 112.1, ips: 11.72972 samples/s, eta: 7:58:03 +[2025/07/21 22:34:51] openrec INFO: epoch: [51/100], global_step: 71820, lr: 0.000271, loss: 0.265674, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29126 s, avg_samples: 108.3, ips: 371.82645 samples/s, eta: 7:57:57 +[2025/07/21 22:34:54] openrec INFO: epoch: [51/100], global_step: 71830, lr: 0.000271, loss: 0.312812, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.28844 s, avg_samples: 87.0, ips: 301.62513 samples/s, eta: 7:57:52 +[2025/07/21 22:34:57] openrec INFO: epoch: [51/100], global_step: 71840, lr: 0.000270, loss: 0.301042, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.28903 s, avg_samples: 88.8, ips: 307.23502 samples/s, eta: 7:57:47 +[2025/07/21 22:35:00] openrec INFO: epoch: [51/100], global_step: 71850, lr: 0.000270, loss: 0.347719, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.28976 s, avg_samples: 88.3, ips: 304.73702 samples/s, eta: 7:57:42 +[2025/07/21 22:35:03] openrec INFO: epoch: [51/100], global_step: 71860, lr: 0.000270, loss: 0.340936, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29174 s, avg_samples: 105.4, ips: 361.27884 samples/s, eta: 7:57:37 +[2025/07/21 22:35:06] openrec INFO: epoch: [51/100], global_step: 71870, lr: 0.000270, loss: 0.279934, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29293 s, avg_samples: 93.7, ips: 319.86648 samples/s, eta: 7:57:32 +[2025/07/21 22:35:09] openrec INFO: epoch: [51/100], global_step: 71880, lr: 0.000270, loss: 0.283484, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29698 s, avg_samples: 83.1, ips: 279.81999 samples/s, eta: 7:57:27 +[2025/07/21 22:35:12] openrec INFO: epoch: [51/100], global_step: 71890, lr: 0.000270, loss: 0.272736, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.29350 s, avg_samples: 104.5, ips: 356.04991 samples/s, eta: 7:57:22 +[2025/07/21 22:35:15] openrec INFO: epoch: [51/100], global_step: 71900, lr: 0.000270, loss: 0.271455, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.29286 s, avg_samples: 88.6, ips: 302.53860 samples/s, eta: 7:57:17 +[2025/07/21 22:35:18] openrec INFO: epoch: [51/100], global_step: 71910, lr: 0.000270, loss: 0.331189, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.28637 s, avg_samples: 104.5, ips: 364.91017 samples/s, eta: 7:57:12 +[2025/07/21 22:35:20] openrec INFO: epoch: [51/100], global_step: 71920, lr: 0.000270, loss: 0.314396, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.28861 s, avg_samples: 99.8, ips: 345.79913 samples/s, eta: 7:57:07 +[2025/07/21 22:35:23] openrec INFO: epoch: [51/100], global_step: 71930, lr: 0.000270, loss: 0.268235, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.29278 s, avg_samples: 81.9, ips: 279.72938 samples/s, eta: 7:57:02 +[2025/07/21 22:35:26] openrec INFO: epoch: [51/100], global_step: 71940, lr: 0.000270, loss: 0.251968, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29115 s, avg_samples: 92.6, ips: 318.05099 samples/s, eta: 7:56:57 +[2025/07/21 22:35:29] openrec INFO: epoch: [51/100], global_step: 71950, lr: 0.000270, loss: 0.258341, avg_reader_cost: 0.00616 s, avg_batch_cost: 0.29456 s, avg_samples: 90.5, ips: 307.24122 samples/s, eta: 7:56:52 +[2025/07/21 22:35:32] openrec INFO: epoch: [51/100], global_step: 71960, lr: 0.000270, loss: 0.295104, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29501 s, avg_samples: 95.5, ips: 323.71824 samples/s, eta: 7:56:47 +[2025/07/21 22:35:35] openrec INFO: epoch: [51/100], global_step: 71970, lr: 0.000270, loss: 0.281113, avg_reader_cost: 0.00612 s, avg_batch_cost: 0.29014 s, avg_samples: 113.0, ips: 389.46055 samples/s, eta: 7:56:41 +[2025/07/21 22:35:38] openrec INFO: epoch: [51/100], global_step: 71980, lr: 0.000270, loss: 0.216748, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29242 s, avg_samples: 85.3, ips: 291.70349 samples/s, eta: 7:56:36 +[2025/07/21 22:35:41] openrec INFO: epoch: [51/100], global_step: 71990, lr: 0.000270, loss: 0.248163, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.28695 s, avg_samples: 106.2, ips: 370.09764 samples/s, eta: 7:56:31 +[2025/07/21 22:35:44] openrec INFO: epoch: [51/100], global_step: 72000, lr: 0.000270, loss: 0.301810, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29862 s, avg_samples: 103.7, ips: 347.26942 samples/s, eta: 7:56:26 +[2025/07/21 22:37:10] openrec INFO: cur metric, acc: 0.8268076547109311, norm_edit_dis: 0.9208372762967294, num_samples: 63646, fps: 1341.1740718480842 +[2025/07/21 22:37:10] openrec INFO: best metric, acc: 0.826980485682214, norm_edit_dis: 0.9208147041351264, num_samples: 63646, fps: 1314.3543005886888, best_epoch: 50 +[2025/07/21 22:37:13] openrec INFO: epoch: [51/100], global_step: 72010, lr: 0.000269, loss: 0.319348, avg_reader_cost: 8.63357 s, avg_batch_cost: 8.91220 s, avg_samples: 95.5, ips: 10.71564 samples/s, eta: 7:57:47 +[2025/07/21 22:37:16] openrec INFO: epoch: [51/100], global_step: 72020, lr: 0.000269, loss: 0.295228, avg_reader_cost: 0.00636 s, avg_batch_cost: 0.28966 s, avg_samples: 107.1, ips: 369.74241 samples/s, eta: 7:57:42 +[2025/07/21 22:37:19] openrec INFO: epoch: [51/100], global_step: 72030, lr: 0.000269, loss: 0.295228, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.29311 s, avg_samples: 100.7, ips: 343.55715 samples/s, eta: 7:57:37 +[2025/07/21 22:37:22] openrec INFO: epoch: [51/100], global_step: 72040, lr: 0.000269, loss: 0.349067, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.28690 s, avg_samples: 80.1, ips: 279.19428 samples/s, eta: 7:57:32 +[2025/07/21 22:37:25] openrec INFO: epoch: [51/100], global_step: 72050, lr: 0.000269, loss: 0.298846, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29518 s, avg_samples: 90.9, ips: 307.94447 samples/s, eta: 7:57:27 +[2025/07/21 22:37:28] openrec INFO: epoch: [51/100], global_step: 72060, lr: 0.000269, loss: 0.286422, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.29135 s, avg_samples: 87.9, ips: 301.70066 samples/s, eta: 7:57:21 +[2025/07/21 22:37:31] openrec INFO: epoch: [51/100], global_step: 72070, lr: 0.000269, loss: 0.307951, avg_reader_cost: 0.00597 s, avg_batch_cost: 0.28582 s, avg_samples: 103.6, ips: 362.46558 samples/s, eta: 7:57:16 +[2025/07/21 22:37:33] openrec INFO: epoch: [51/100], global_step: 72080, lr: 0.000269, loss: 0.326502, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.28547 s, avg_samples: 98.1, ips: 343.64685 samples/s, eta: 7:57:11 +[2025/07/21 22:37:36] openrec INFO: epoch: [51/100], global_step: 72090, lr: 0.000269, loss: 0.344445, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.29275 s, avg_samples: 87.9, ips: 300.25734 samples/s, eta: 7:57:06 +[2025/07/21 22:37:39] openrec INFO: epoch: [51/100], global_step: 72100, lr: 0.000269, loss: 0.278131, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29309 s, avg_samples: 98.1, ips: 334.70968 samples/s, eta: 7:57:01 +[2025/07/21 22:37:42] openrec INFO: epoch: [51/100], global_step: 72110, lr: 0.000269, loss: 0.270332, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.28632 s, avg_samples: 82.7, ips: 288.83469 samples/s, eta: 7:56:56 +[2025/07/21 22:37:45] openrec INFO: epoch: [51/100], global_step: 72120, lr: 0.000269, loss: 0.301397, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.29393 s, avg_samples: 95.2, ips: 323.88666 samples/s, eta: 7:56:51 +[2025/07/21 22:37:48] openrec INFO: epoch: [51/100], global_step: 72130, lr: 0.000269, loss: 0.282861, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29391 s, avg_samples: 99.0, ips: 336.84259 samples/s, eta: 7:56:46 +[2025/07/21 22:37:51] openrec INFO: epoch: [51/100], global_step: 72140, lr: 0.000269, loss: 0.299250, avg_reader_cost: 0.00563 s, avg_batch_cost: 0.28934 s, avg_samples: 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7:55:55 +[2025/07/21 22:38:20] openrec INFO: epoch: [51/100], global_step: 72240, lr: 0.000268, loss: 0.272141, avg_reader_cost: 0.00617 s, avg_batch_cost: 0.29683 s, avg_samples: 90.8, ips: 305.89882 samples/s, eta: 7:55:50 +[2025/07/21 22:38:23] openrec INFO: epoch: [51/100], global_step: 72250, lr: 0.000268, loss: 0.263114, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.29333 s, avg_samples: 96.9, ips: 330.34606 samples/s, eta: 7:55:45 +[2025/07/21 22:38:26] openrec INFO: epoch: [51/100], global_step: 72260, lr: 0.000268, loss: 0.264591, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29104 s, avg_samples: 100.5, ips: 345.31071 samples/s, eta: 7:55:40 +[2025/07/21 22:38:29] openrec INFO: epoch: [51/100], global_step: 72270, lr: 0.000268, loss: 0.271980, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.29495 s, avg_samples: 84.1, ips: 285.13585 samples/s, eta: 7:55:35 +[2025/07/21 22:38:32] openrec INFO: epoch: [51/100], global_step: 72280, lr: 0.000268, loss: 0.319074, avg_reader_cost: 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INFO: epoch: [51/100], global_step: 72330, lr: 0.000268, loss: 0.328998, avg_reader_cost: 0.00554 s, avg_batch_cost: 0.28088 s, avg_samples: 87.4, ips: 311.16050 samples/s, eta: 7:55:04 +[2025/07/21 22:38:49] openrec INFO: epoch: [51/100], global_step: 72340, lr: 0.000268, loss: 0.395042, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.28591 s, avg_samples: 94.3, ips: 329.82450 samples/s, eta: 7:54:59 +[2025/07/21 22:38:52] openrec INFO: epoch: [51/100], global_step: 72350, lr: 0.000268, loss: 0.340435, avg_reader_cost: 0.00555 s, avg_batch_cost: 0.28623 s, avg_samples: 108.8, ips: 380.10931 samples/s, eta: 7:54:54 +[2025/07/21 22:38:55] openrec INFO: epoch: [51/100], global_step: 72360, lr: 0.000267, loss: 0.298129, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.28689 s, avg_samples: 87.4, ips: 304.65134 samples/s, eta: 7:54:49 +[2025/07/21 22:38:58] openrec INFO: epoch: [51/100], global_step: 72370, lr: 0.000267, loss: 0.307744, avg_reader_cost: 0.00559 s, avg_batch_cost: 0.29310 s, 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avg_batch_cost: 0.28465 s, avg_samples: 101.9, ips: 357.97762 samples/s, eta: 7:48:10 +[2025/07/21 22:42:49] openrec INFO: epoch: [51/100], global_step: 73160, lr: 0.000263, loss: 0.313025, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.28786 s, avg_samples: 82.7, ips: 287.29716 samples/s, eta: 7:48:05 +[2025/07/21 22:42:52] openrec INFO: epoch: [51/100], global_step: 73170, lr: 0.000263, loss: 0.305983, avg_reader_cost: 0.00607 s, avg_batch_cost: 0.28498 s, avg_samples: 97.0, ips: 340.36960 samples/s, eta: 7:48:00 +[2025/07/21 22:42:55] openrec INFO: epoch: [51/100], global_step: 73180, lr: 0.000263, loss: 0.251483, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.28919 s, avg_samples: 100.2, ips: 346.48180 samples/s, eta: 7:47:55 +[2025/07/21 22:42:58] openrec INFO: epoch: [51/100], global_step: 73190, lr: 0.000263, loss: 0.302788, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.28785 s, avg_samples: 98.7, ips: 342.88658 samples/s, eta: 7:47:50 +[2025/07/21 22:43:01] openrec INFO: epoch: [51/100], global_step: 73200, lr: 0.000263, loss: 0.315321, avg_reader_cost: 0.00607 s, avg_batch_cost: 0.29235 s, avg_samples: 89.1, ips: 304.76891 samples/s, eta: 7:47:45 +[2025/07/21 22:43:04] openrec INFO: epoch: [51/100], global_step: 73210, lr: 0.000263, loss: 0.338769, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.29338 s, avg_samples: 94.7, ips: 322.78625 samples/s, eta: 7:47:40 +[2025/07/21 22:43:07] openrec INFO: epoch: [51/100], global_step: 73220, lr: 0.000263, loss: 0.339675, avg_reader_cost: 0.00557 s, avg_batch_cost: 0.30100 s, avg_samples: 89.6, ips: 297.67267 samples/s, eta: 7:47:35 +[2025/07/21 22:43:10] openrec INFO: epoch: [51/100], global_step: 73230, lr: 0.000262, loss: 0.317810, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.28967 s, avg_samples: 100.8, ips: 347.98589 samples/s, eta: 7:47:30 +[2025/07/21 22:43:12] openrec INFO: epoch: [51/100], global_step: 73236, lr: 0.000262, loss: 0.292097, avg_reader_cost: 0.00352 s, avg_batch_cost: 0.17479 s, avg_samples: 59.7, ips: 341.56236 samples/s, eta: 7:47:27 +[2025/07/21 22:44:43] openrec INFO: cur metric, acc: 0.8285045406107996, norm_edit_dis: 0.9220708219143906, num_samples: 63646, fps: 1255.5773923491256 +[2025/07/21 22:44:44] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 22:44:44] openrec INFO: best metric, acc: 0.8285045406107996, norm_edit_dis: 0.9220708219143906, num_samples: 63646, fps: 1255.5773923491256, best_epoch: 51 +[2025/07/21 22:44:46] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 22:44:47] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_51.pth +[2025/07/21 22:44:49] openrec INFO: epoch: [52/100], global_step: 73240, lr: 0.000262, loss: 0.274903, avg_reader_cost: 9.57660 s, avg_batch_cost: 9.69636 s, avg_samples: 36.2, ips: 3.73336 samples/s, eta: 7:48:57 +[2025/07/21 22:44:52] openrec INFO: epoch: [52/100], global_step: 73250, lr: 0.000262, loss: 0.285263, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29001 s, avg_samples: 104.5, ips: 360.32713 samples/s, eta: 7:48:52 +[2025/07/21 22:44:55] openrec INFO: epoch: [52/100], global_step: 73260, lr: 0.000262, loss: 0.283995, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.29483 s, avg_samples: 102.8, ips: 348.67493 samples/s, eta: 7:48:47 +[2025/07/21 22:44:57] openrec INFO: epoch: [52/100], global_step: 73270, lr: 0.000262, loss: 0.232008, avg_reader_cost: 0.00609 s, avg_batch_cost: 0.28466 s, avg_samples: 85.7, ips: 301.05902 samples/s, eta: 7:48:42 +[2025/07/21 22:45:00] openrec INFO: epoch: [52/100], global_step: 73280, lr: 0.000262, loss: 0.258321, avg_reader_cost: 0.00554 s, avg_batch_cost: 0.29374 s, avg_samples: 100.7, ips: 342.81466 samples/s, eta: 7:48:37 +[2025/07/21 22:45:03] openrec INFO: epoch: [52/100], global_step: 73290, lr: 0.000262, loss: 0.269042, avg_reader_cost: 0.00557 s, avg_batch_cost: 0.28673 s, avg_samples: 98.0, ips: 341.78876 samples/s, eta: 7:48:32 +[2025/07/21 22:45:06] openrec INFO: epoch: [52/100], global_step: 73300, lr: 0.000262, loss: 0.266376, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.28864 s, avg_samples: 107.1, ips: 371.04573 samples/s, eta: 7:48:27 +[2025/07/21 22:45:09] openrec INFO: epoch: [52/100], global_step: 73310, lr: 0.000262, loss: 0.248752, avg_reader_cost: 0.00559 s, avg_batch_cost: 0.29412 s, avg_samples: 110.0, ips: 373.99546 samples/s, eta: 7:48:22 +[2025/07/21 22:45:12] openrec INFO: epoch: [52/100], global_step: 73320, lr: 0.000262, loss: 0.254454, avg_reader_cost: 0.00671 s, avg_batch_cost: 0.29160 s, avg_samples: 104.5, ips: 358.36568 samples/s, eta: 7:48:17 +[2025/07/21 22:45:15] openrec INFO: epoch: [52/100], global_step: 73330, lr: 0.000262, loss: 0.331250, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.29015 s, avg_samples: 105.4, ips: 363.25609 samples/s, eta: 7:48:12 +[2025/07/21 22:45:18] openrec INFO: epoch: [52/100], global_step: 73340, lr: 0.000262, loss: 0.298596, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.28804 s, avg_samples: 99.0, ips: 343.70728 samples/s, eta: 7:48:07 +[2025/07/21 22:45:21] openrec INFO: epoch: [52/100], global_step: 73350, lr: 0.000262, loss: 0.286461, avg_reader_cost: 0.00559 s, avg_batch_cost: 0.29450 s, avg_samples: 100.7, ips: 341.93250 samples/s, eta: 7:48:02 +[2025/07/21 22:45:24] openrec INFO: epoch: [52/100], global_step: 73360, lr: 0.000262, loss: 0.311603, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29680 s, avg_samples: 87.9, ips: 296.16127 samples/s, eta: 7:47:57 +[2025/07/21 22:45:27] openrec INFO: epoch: [52/100], global_step: 73370, lr: 0.000262, loss: 0.318416, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29682 s, avg_samples: 103.3, ips: 348.02344 samples/s, eta: 7:47:52 +[2025/07/21 22:45:30] openrec INFO: epoch: [52/100], global_step: 73380, lr: 0.000262, loss: 0.277901, 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INFO: epoch: [52/100], global_step: 73750, lr: 0.000259, loss: 0.324913, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.29462 s, avg_samples: 87.9, ips: 298.34649 samples/s, eta: 7:44:41 +[2025/07/21 22:47:21] openrec INFO: epoch: [52/100], global_step: 73760, lr: 0.000259, loss: 0.316840, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28972 s, avg_samples: 90.8, ips: 313.40325 samples/s, eta: 7:44:36 +[2025/07/21 22:47:24] openrec INFO: epoch: [52/100], global_step: 73770, lr: 0.000259, loss: 0.276348, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.29246 s, avg_samples: 90.8, ips: 310.46828 samples/s, eta: 7:44:31 +[2025/07/21 22:47:27] openrec INFO: epoch: [52/100], global_step: 73780, lr: 0.000259, loss: 0.230960, avg_reader_cost: 0.00619 s, avg_batch_cost: 0.28474 s, avg_samples: 105.1, ips: 369.10653 samples/s, eta: 7:44:26 +[2025/07/21 22:47:30] openrec INFO: epoch: [52/100], global_step: 73790, lr: 0.000259, loss: 0.261504, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29670 s, 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7:40:07 +[2025/07/21 22:52:16] openrec INFO: epoch: [52/100], global_step: 74470, lr: 0.000255, loss: 0.290474, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29739 s, avg_samples: 99.8, ips: 335.58394 samples/s, eta: 7:40:02 +[2025/07/21 22:52:19] openrec INFO: epoch: [52/100], global_step: 74480, lr: 0.000255, loss: 0.332536, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.29324 s, avg_samples: 105.7, ips: 360.45015 samples/s, eta: 7:39:57 +[2025/07/21 22:52:22] openrec INFO: epoch: [52/100], global_step: 74490, lr: 0.000255, loss: 0.322618, avg_reader_cost: 0.00544 s, avg_batch_cost: 0.29094 s, avg_samples: 96.4, ips: 331.33510 samples/s, eta: 7:39:52 +[2025/07/21 22:52:25] openrec INFO: epoch: [52/100], global_step: 74500, lr: 0.000255, loss: 0.315698, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29439 s, avg_samples: 99.8, ips: 339.00189 samples/s, eta: 7:39:47 +[2025/07/21 22:52:28] openrec INFO: epoch: [52/100], global_step: 74510, lr: 0.000255, loss: 0.323738, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29132 s, avg_samples: 87.4, ips: 300.01779 samples/s, eta: 7:39:42 +[2025/07/21 22:52:31] openrec INFO: epoch: [52/100], global_step: 74520, lr: 0.000255, loss: 0.325262, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29705 s, avg_samples: 89.6, ips: 301.63556 samples/s, eta: 7:39:37 +[2025/07/21 22:52:34] openrec INFO: epoch: [52/100], global_step: 74530, lr: 0.000255, loss: 0.323720, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29256 s, avg_samples: 104.5, ips: 357.19206 samples/s, eta: 7:39:32 +[2025/07/21 22:52:36] openrec INFO: epoch: [52/100], global_step: 74540, lr: 0.000255, loss: 0.372643, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.28883 s, avg_samples: 79.8, ips: 276.28431 samples/s, eta: 7:39:27 +[2025/07/21 22:52:39] openrec INFO: epoch: [52/100], global_step: 74550, lr: 0.000255, loss: 0.365479, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.30043 s, avg_samples: 99.0, ips: 329.52358 samples/s, eta: 7:39:22 +[2025/07/21 22:52:42] openrec INFO: epoch: [52/100], global_step: 74560, lr: 0.000255, loss: 0.315710, avg_reader_cost: 0.00556 s, avg_batch_cost: 0.28584 s, avg_samples: 97.6, ips: 341.45203 samples/s, eta: 7:39:17 +[2025/07/21 22:52:45] openrec INFO: epoch: [52/100], global_step: 74570, lr: 0.000255, loss: 0.330716, avg_reader_cost: 0.00606 s, avg_batch_cost: 0.28883 s, avg_samples: 91.4, ips: 316.45190 samples/s, eta: 7:39:12 +[2025/07/21 22:52:48] openrec INFO: epoch: [52/100], global_step: 74580, lr: 0.000255, loss: 0.346909, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28869 s, avg_samples: 76.8, ips: 266.02977 samples/s, eta: 7:39:07 +[2025/07/21 22:52:51] openrec INFO: epoch: [52/100], global_step: 74590, lr: 0.000255, loss: 0.358052, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29890 s, avg_samples: 103.3, ips: 345.60557 samples/s, eta: 7:39:02 +[2025/07/21 22:52:54] openrec INFO: epoch: [52/100], global_step: 74600, lr: 0.000255, loss: 0.363071, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.28954 s, avg_samples: 72.5, ips: 250.39441 samples/s, eta: 7:38:57 +[2025/07/21 22:52:57] openrec INFO: epoch: [52/100], global_step: 74610, lr: 0.000255, loss: 0.336103, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.29085 s, avg_samples: 106.2, ips: 365.13877 samples/s, eta: 7:38:52 +[2025/07/21 22:53:00] openrec INFO: epoch: [52/100], global_step: 74620, lr: 0.000254, loss: 0.324122, avg_reader_cost: 0.00607 s, avg_batch_cost: 0.29464 s, avg_samples: 106.2, ips: 360.44567 samples/s, eta: 7:38:47 +[2025/07/21 22:53:03] openrec INFO: epoch: [52/100], global_step: 74630, lr: 0.000254, loss: 0.312064, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.28816 s, avg_samples: 98.1, ips: 340.43675 samples/s, eta: 7:38:42 +[2025/07/21 22:53:06] openrec INFO: epoch: [52/100], global_step: 74640, lr: 0.000254, loss: 0.296092, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.28883 s, avg_samples: 95.0, ips: 328.90886 samples/s, eta: 7:38:37 +[2025/07/21 22:53:09] openrec INFO: epoch: [52/100], global_step: 74650, lr: 0.000254, loss: 0.341543, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.28414 s, avg_samples: 99.0, ips: 348.41913 samples/s, eta: 7:38:32 +[2025/07/21 22:53:12] openrec INFO: epoch: [52/100], global_step: 74660, lr: 0.000254, loss: 0.335035, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29219 s, avg_samples: 84.8, ips: 290.22495 samples/s, eta: 7:38:27 +[2025/07/21 22:53:14] openrec INFO: epoch: [52/100], global_step: 74670, lr: 0.000254, loss: 0.336643, avg_reader_cost: 0.00563 s, avg_batch_cost: 0.28820 s, avg_samples: 93.4, ips: 324.07812 samples/s, eta: 7:38:22 +[2025/07/21 22:53:15] openrec INFO: epoch: [52/100], global_step: 74672, lr: 0.000254, loss: 0.328071, avg_reader_cost: 0.00110 s, avg_batch_cost: 0.05955 s, avg_samples: 23.0, ips: 386.21398 samples/s, eta: 7:38:21 +[2025/07/21 22:54:43] openrec INFO: cur metric, acc: 0.827750369099747, norm_edit_dis: 0.9209318508685733, num_samples: 63646, fps: 1316.5058600391058 +[2025/07/21 22:54:43] openrec INFO: best metric, acc: 0.8285045406107996, norm_edit_dis: 0.9220708219143906, num_samples: 63646, fps: 1255.5773923491256, best_epoch: 51 +[2025/07/21 22:54:46] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 22:54:46] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_52.pth +[2025/07/21 22:54:49] openrec INFO: epoch: [53/100], global_step: 74680, lr: 0.000254, loss: 0.301419, avg_reader_cost: 9.18639 s, avg_batch_cost: 9.41950 s, avg_samples: 83.2, ips: 8.83274 samples/s, eta: 7:39:42 +[2025/07/21 22:54:52] openrec INFO: epoch: [53/100], global_step: 74690, lr: 0.000254, loss: 0.306842, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.28937 s, avg_samples: 101.9, ips: 352.13989 samples/s, eta: 7:39:37 +[2025/07/21 22:54:55] openrec INFO: epoch: [53/100], global_step: 74700, lr: 0.000254, loss: 0.312054, avg_reader_cost: 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INFO: epoch: [53/100], global_step: 74750, lr: 0.000254, loss: 0.254589, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.28980 s, avg_samples: 95.0, ips: 327.81703 samples/s, eta: 7:39:07 +[2025/07/21 22:55:12] openrec INFO: epoch: [53/100], global_step: 74760, lr: 0.000254, loss: 0.269436, avg_reader_cost: 0.00559 s, avg_batch_cost: 0.28570 s, avg_samples: 87.9, ips: 307.66108 samples/s, eta: 7:39:02 +[2025/07/21 22:55:15] openrec INFO: epoch: [53/100], global_step: 74770, lr: 0.000254, loss: 0.300431, avg_reader_cost: 0.00551 s, avg_batch_cost: 0.28386 s, avg_samples: 87.9, ips: 309.65569 samples/s, eta: 7:38:57 +[2025/07/21 22:55:18] openrec INFO: epoch: [53/100], global_step: 74780, lr: 0.000254, loss: 0.344074, avg_reader_cost: 0.00556 s, avg_batch_cost: 0.28715 s, avg_samples: 93.8, ips: 326.65458 samples/s, eta: 7:38:51 +[2025/07/21 22:55:21] openrec INFO: epoch: [53/100], global_step: 74790, lr: 0.000254, loss: 0.300449, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.30040 s, avg_samples: 85.0, ips: 282.95519 samples/s, eta: 7:38:47 +[2025/07/21 22:55:24] openrec INFO: epoch: [53/100], global_step: 74800, lr: 0.000253, loss: 0.256742, avg_reader_cost: 0.00630 s, avg_batch_cost: 0.28923 s, avg_samples: 90.9, ips: 314.28331 samples/s, eta: 7:38:42 +[2025/07/21 22:55:27] openrec INFO: epoch: [53/100], global_step: 74810, lr: 0.000253, loss: 0.236736, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.28339 s, avg_samples: 99.9, ips: 352.51634 samples/s, eta: 7:38:36 +[2025/07/21 22:55:30] openrec INFO: epoch: [53/100], global_step: 74820, lr: 0.000253, loss: 0.227721, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.29284 s, avg_samples: 97.6, ips: 333.28910 samples/s, eta: 7:38:31 +[2025/07/21 22:55:33] openrec INFO: epoch: [53/100], global_step: 74830, lr: 0.000253, loss: 0.373183, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.29757 s, avg_samples: 87.9, ips: 295.39489 samples/s, eta: 7:38:27 +[2025/07/21 22:55:36] openrec INFO: epoch: [53/100], global_step: 74840, 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INFO: epoch: [53/100], global_step: 75850, lr: 0.000247, loss: 0.309156, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.28712 s, avg_samples: 98.1, ips: 341.66960 samples/s, eta: 7:29:59 +[2025/07/21 23:00:34] openrec INFO: epoch: [53/100], global_step: 75860, lr: 0.000247, loss: 0.367647, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29113 s, avg_samples: 97.6, ips: 335.24590 samples/s, eta: 7:29:54 +[2025/07/21 23:00:37] openrec INFO: epoch: [53/100], global_step: 75870, lr: 0.000247, loss: 0.251949, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.28796 s, avg_samples: 91.7, ips: 318.44252 samples/s, eta: 7:29:49 +[2025/07/21 23:00:40] openrec INFO: epoch: [53/100], global_step: 75880, lr: 0.000247, loss: 0.244136, avg_reader_cost: 0.00613 s, avg_batch_cost: 0.29498 s, avg_samples: 108.3, ips: 367.14321 samples/s, eta: 7:29:45 +[2025/07/21 23:00:43] openrec INFO: epoch: [53/100], global_step: 75890, lr: 0.000247, loss: 0.271213, avg_reader_cost: 0.00611 s, avg_batch_cost: 0.29420 s, 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75940, lr: 0.000247, loss: 0.274939, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29445 s, avg_samples: 96.8, ips: 328.74628 samples/s, eta: 7:29:15 +[2025/07/21 23:01:01] openrec INFO: epoch: [53/100], global_step: 75950, lr: 0.000247, loss: 0.311076, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.29250 s, avg_samples: 98.1, ips: 335.38273 samples/s, eta: 7:29:10 +[2025/07/21 23:01:04] openrec INFO: epoch: [53/100], global_step: 75960, lr: 0.000247, loss: 0.339672, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.29756 s, avg_samples: 91.2, ips: 306.48890 samples/s, eta: 7:29:05 +[2025/07/21 23:01:07] openrec INFO: epoch: [53/100], global_step: 75970, lr: 0.000247, loss: 0.336524, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.28290 s, avg_samples: 98.1, ips: 346.76298 samples/s, eta: 7:29:00 +[2025/07/21 23:01:10] openrec INFO: epoch: [53/100], global_step: 75980, lr: 0.000247, loss: 0.304621, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29605 s, avg_samples: 93.3, ips: 315.15287 samples/s, eta: 7:28:55 +[2025/07/21 23:01:12] openrec INFO: epoch: [53/100], global_step: 75990, lr: 0.000247, loss: 0.305355, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28822 s, avg_samples: 103.3, ips: 358.41258 samples/s, eta: 7:28:50 +[2025/07/21 23:01:15] openrec INFO: epoch: [53/100], global_step: 76000, lr: 0.000247, loss: 0.323425, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.28699 s, avg_samples: 103.3, ips: 359.94863 samples/s, eta: 7:28:45 +[2025/07/21 23:02:42] openrec INFO: cur metric, acc: 0.8309555980217208, norm_edit_dis: 0.9231836339713047, num_samples: 63646, fps: 1333.958682713947 +[2025/07/21 23:02:43] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 23:02:43] openrec INFO: best metric, acc: 0.8309555980217208, norm_edit_dis: 0.9231836339713047, num_samples: 63646, fps: 1333.958682713947, best_epoch: 53 +[2025/07/21 23:02:46] openrec INFO: epoch: [53/100], global_step: 76010, lr: 0.000246, loss: 0.324477, avg_reader_cost: 8.76744 s, avg_batch_cost: 9.05050 s, avg_samples: 112.6, ips: 12.44130 samples/s, eta: 7:29:58 +[2025/07/21 23:02:49] openrec INFO: epoch: [53/100], global_step: 76020, lr: 0.000246, loss: 0.279057, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.29478 s, avg_samples: 93.8, ips: 318.20156 samples/s, eta: 7:29:53 +[2025/07/21 23:02:52] openrec INFO: epoch: [53/100], global_step: 76030, lr: 0.000246, loss: 0.247133, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29592 s, avg_samples: 82.7, ips: 279.46707 samples/s, eta: 7:29:48 +[2025/07/21 23:02:55] openrec INFO: epoch: [53/100], global_step: 76040, lr: 0.000246, loss: 0.283721, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29117 s, avg_samples: 87.9, ips: 301.88901 samples/s, eta: 7:29:43 +[2025/07/21 23:02:58] openrec INFO: epoch: [53/100], global_step: 76050, lr: 0.000246, loss: 0.308566, avg_reader_cost: 0.00616 s, avg_batch_cost: 0.28638 s, avg_samples: 96.9, ips: 338.36136 samples/s, eta: 7:29:38 +[2025/07/21 23:03:00] openrec INFO: epoch: [53/100], global_step: 76060, lr: 0.000246, loss: 0.317929, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.28687 s, avg_samples: 96.0, ips: 334.64140 samples/s, eta: 7:29:34 +[2025/07/21 23:03:03] openrec INFO: epoch: [53/100], global_step: 76070, lr: 0.000246, loss: 0.316813, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.28912 s, avg_samples: 81.5, ips: 281.88605 samples/s, eta: 7:29:29 +[2025/07/21 23:03:06] openrec INFO: epoch: [53/100], global_step: 76080, lr: 0.000246, loss: 0.270404, avg_reader_cost: 0.00556 s, avg_batch_cost: 0.28859 s, avg_samples: 90.8, ips: 314.63116 samples/s, eta: 7:29:24 +[2025/07/21 23:03:09] openrec INFO: epoch: [53/100], global_step: 76090, lr: 0.000246, loss: 0.270404, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.28596 s, avg_samples: 88.3, ips: 308.77911 samples/s, eta: 7:29:19 +[2025/07/21 23:03:12] openrec INFO: epoch: [53/100], global_step: 76100, lr: 0.000246, loss: 0.307435, avg_reader_cost: 0.00559 s, avg_batch_cost: 0.29214 s, avg_samples: 107.8, ips: 369.00161 samples/s, eta: 7:29:14 +[2025/07/21 23:03:14] openrec INFO: epoch: [53/100], global_step: 76108, lr: 0.000246, loss: 0.284332, avg_reader_cost: 0.00490 s, avg_batch_cost: 0.24011 s, avg_samples: 89.6, ips: 373.15987 samples/s, eta: 7:29:10 +[2025/07/21 23:04:42] openrec INFO: cur metric, acc: 0.8305156646402734, norm_edit_dis: 0.9235388157344189, num_samples: 63646, fps: 1318.0657987553175 +[2025/07/21 23:04:42] openrec INFO: best metric, acc: 0.8309555980217208, norm_edit_dis: 0.9231836339713047, num_samples: 63646, fps: 1333.958682713947, best_epoch: 53 +[2025/07/21 23:04:45] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 23:04:45] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_53.pth +[2025/07/21 23:04:47] openrec INFO: epoch: [54/100], global_step: 76110, lr: 0.000246, loss: 0.256847, avg_reader_cost: 9.17295 s, avg_batch_cost: 9.22688 s, avg_samples: 23.0, ips: 2.49272 samples/s, eta: 7:30:30 +[2025/07/21 23:04:50] openrec INFO: epoch: [54/100], global_step: 76120, lr: 0.000246, loss: 0.278137, avg_reader_cost: 0.00507 s, avg_batch_cost: 0.28901 s, avg_samples: 99.8, ips: 345.32033 samples/s, eta: 7:30:25 +[2025/07/21 23:04:53] openrec INFO: epoch: [54/100], global_step: 76130, lr: 0.000246, loss: 0.308493, avg_reader_cost: 0.00559 s, avg_batch_cost: 0.29626 s, avg_samples: 90.0, ips: 303.79228 samples/s, eta: 7:30:20 +[2025/07/21 23:04:56] openrec INFO: epoch: [54/100], global_step: 76140, lr: 0.000246, loss: 0.293127, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29556 s, avg_samples: 100.7, ips: 340.70446 samples/s, eta: 7:30:15 +[2025/07/21 23:04:58] openrec INFO: epoch: [54/100], global_step: 76150, lr: 0.000246, loss: 0.248486, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.28383 s, 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INFO: epoch: [54/100], global_step: 77210, lr: 0.000240, loss: 0.284097, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.28947 s, avg_samples: 97.8, ips: 337.86045 samples/s, eta: 7:21:26 +[2025/07/21 23:10:11] openrec INFO: epoch: [54/100], global_step: 77220, lr: 0.000240, loss: 0.338805, avg_reader_cost: 0.00597 s, avg_batch_cost: 0.28918 s, avg_samples: 87.0, ips: 300.85218 samples/s, eta: 7:21:21 +[2025/07/21 23:10:14] openrec INFO: epoch: [54/100], global_step: 77230, lr: 0.000239, loss: 0.352068, avg_reader_cost: 0.00627 s, avg_batch_cost: 0.28571 s, avg_samples: 85.3, ips: 298.55659 samples/s, eta: 7:21:16 +[2025/07/21 23:10:17] openrec INFO: epoch: [54/100], global_step: 77240, lr: 0.000239, loss: 0.310663, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.28984 s, avg_samples: 91.2, ips: 314.65439 samples/s, eta: 7:21:11 +[2025/07/21 23:10:20] openrec INFO: epoch: [54/100], global_step: 77250, lr: 0.000239, loss: 0.246624, avg_reader_cost: 0.01372 s, avg_batch_cost: 0.31023 s, 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lr: 0.000239, loss: 0.350504, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29050 s, avg_samples: 101.9, ips: 350.78003 samples/s, eta: 7:20:42 +[2025/07/21 23:10:38] openrec INFO: epoch: [54/100], global_step: 77310, lr: 0.000239, loss: 0.274109, avg_reader_cost: 0.00548 s, avg_batch_cost: 0.28849 s, avg_samples: 106.2, ips: 368.12011 samples/s, eta: 7:20:37 +[2025/07/21 23:10:41] openrec INFO: epoch: [54/100], global_step: 77320, lr: 0.000239, loss: 0.259689, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.28883 s, avg_samples: 104.2, ips: 360.76440 samples/s, eta: 7:20:32 +[2025/07/21 23:10:44] openrec INFO: epoch: [54/100], global_step: 77330, lr: 0.000239, loss: 0.281356, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.28733 s, avg_samples: 82.7, ips: 287.82706 samples/s, eta: 7:20:27 +[2025/07/21 23:10:47] openrec INFO: epoch: [54/100], global_step: 77340, lr: 0.000239, loss: 0.292563, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29015 s, avg_samples: 107.4, ips: 370.15389 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[54/100], global_step: 77530, lr: 0.000238, loss: 0.294460, avg_reader_cost: 0.00551 s, avg_batch_cost: 0.29234 s, avg_samples: 92.1, ips: 315.04560 samples/s, eta: 7:18:49 +[2025/07/21 23:11:45] openrec INFO: epoch: [54/100], global_step: 77540, lr: 0.000238, loss: 0.286947, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29157 s, avg_samples: 105.4, ips: 361.48651 samples/s, eta: 7:18:44 +[2025/07/21 23:11:47] openrec INFO: epoch: [54/100], global_step: 77544, lr: 0.000238, loss: 0.289293, avg_reader_cost: 0.00197 s, avg_batch_cost: 0.11582 s, avg_samples: 44.8, ips: 386.80312 samples/s, eta: 7:18:42 +[2025/07/21 23:13:13] openrec INFO: cur metric, acc: 0.83210256719478, norm_edit_dis: 0.9243169084271814, num_samples: 63646, fps: 1334.1026400163057 +[2025/07/21 23:13:14] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 23:13:14] openrec INFO: best metric, acc: 0.83210256719478, norm_edit_dis: 0.9243169084271814, num_samples: 63646, fps: 1334.1026400163057, best_epoch: 54 +[2025/07/21 23:13:17] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 23:13:17] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_54.pth +[2025/07/21 23:13:20] openrec INFO: epoch: [55/100], global_step: 77550, lr: 0.000238, loss: 0.289561, avg_reader_cost: 9.13851 s, avg_batch_cost: 9.31104 s, avg_samples: 57.6, ips: 6.18620 samples/s, eta: 7:19:57 +[2025/07/21 23:13:23] openrec INFO: epoch: [55/100], global_step: 77560, lr: 0.000238, loss: 0.348962, avg_reader_cost: 0.00501 s, avg_batch_cost: 0.28553 s, avg_samples: 89.6, ips: 313.80086 samples/s, eta: 7:19:52 +[2025/07/21 23:13:25] openrec INFO: epoch: [55/100], global_step: 77570, lr: 0.000238, loss: 0.310016, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.28493 s, avg_samples: 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+[2025/07/21 23:18:11] openrec INFO: epoch: [55/100], global_step: 78250, lr: 0.000234, loss: 0.319827, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29037 s, avg_samples: 83.6, ips: 287.91327 samples/s, eta: 7:15:26 +[2025/07/21 23:18:14] openrec INFO: epoch: [55/100], global_step: 78260, lr: 0.000234, loss: 0.297603, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28591 s, avg_samples: 85.9, ips: 300.44704 samples/s, eta: 7:15:21 +[2025/07/21 23:18:17] openrec INFO: epoch: [55/100], global_step: 78270, lr: 0.000233, loss: 0.281618, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.29161 s, avg_samples: 90.0, ips: 308.63071 samples/s, eta: 7:15:16 +[2025/07/21 23:18:20] openrec INFO: epoch: [55/100], global_step: 78280, lr: 0.000233, loss: 0.278984, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29185 s, avg_samples: 87.0, ips: 298.09596 samples/s, eta: 7:15:11 +[2025/07/21 23:18:23] openrec INFO: epoch: [55/100], global_step: 78290, lr: 0.000233, loss: 0.265357, avg_reader_cost: 0.00634 s, 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INFO: epoch: [55/100], global_step: 78800, lr: 0.000230, loss: 0.344231, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.29076 s, avg_samples: 102.8, ips: 353.55516 samples/s, eta: 7:10:56 +[2025/07/21 23:20:54] openrec INFO: epoch: [55/100], global_step: 78810, lr: 0.000230, loss: 0.330044, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.29150 s, avg_samples: 95.5, ips: 327.61838 samples/s, eta: 7:10:52 +[2025/07/21 23:20:57] openrec INFO: epoch: [55/100], global_step: 78820, lr: 0.000230, loss: 0.269067, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.28985 s, avg_samples: 101.9, ips: 351.56697 samples/s, eta: 7:10:47 +[2025/07/21 23:21:00] openrec INFO: epoch: [55/100], global_step: 78830, lr: 0.000230, loss: 0.309277, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29783 s, avg_samples: 85.3, ips: 286.40501 samples/s, eta: 7:10:42 +[2025/07/21 23:21:03] openrec INFO: epoch: [55/100], global_step: 78840, lr: 0.000230, loss: 0.332701, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29255 s, 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samples/s, eta: 7:09:53 +[2025/07/21 23:21:33] openrec INFO: epoch: [55/100], global_step: 78940, lr: 0.000230, loss: 0.267349, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29138 s, avg_samples: 108.8, ips: 373.39355 samples/s, eta: 7:09:48 +[2025/07/21 23:21:36] openrec INFO: epoch: [55/100], global_step: 78950, lr: 0.000230, loss: 0.267349, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29143 s, avg_samples: 87.1, ips: 298.86977 samples/s, eta: 7:09:44 +[2025/07/21 23:21:38] openrec INFO: epoch: [55/100], global_step: 78960, lr: 0.000230, loss: 0.293092, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.29284 s, avg_samples: 90.4, ips: 308.69788 samples/s, eta: 7:09:39 +[2025/07/21 23:21:41] openrec INFO: epoch: [55/100], global_step: 78970, lr: 0.000229, loss: 0.275020, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.29115 s, avg_samples: 92.3, ips: 317.01906 samples/s, eta: 7:09:34 +[2025/07/21 23:21:44] openrec INFO: epoch: [55/100], global_step: 78980, lr: 0.000229, loss: 0.288037, avg_reader_cost: 0.00550 s, avg_batch_cost: 0.29168 s, avg_samples: 96.9, ips: 332.21645 samples/s, eta: 7:09:29 +[2025/07/21 23:23:12] openrec INFO: cur metric, acc: 0.8317254814392537, norm_edit_dis: 0.9232017881214479, num_samples: 63646, fps: 1319.2927352669979 +[2025/07/21 23:23:12] openrec INFO: best metric, acc: 0.83210256719478, norm_edit_dis: 0.9243169084271814, num_samples: 63646, fps: 1334.1026400163057, best_epoch: 54 +[2025/07/21 23:23:15] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 23:23:15] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_55.pth +[2025/07/21 23:23:19] openrec INFO: epoch: [56/100], global_step: 78990, lr: 0.000229, loss: 0.315792, avg_reader_cost: 9.16883 s, avg_batch_cost: 9.47504 s, avg_samples: 110.9, ips: 11.70444 samples/s, eta: 7:10:39 +[2025/07/21 23:23:22] openrec INFO: 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23:27:12] openrec INFO: epoch: [56/100], global_step: 79780, lr: 0.000225, loss: 0.270606, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.28977 s, avg_samples: 109.7, ips: 378.57131 samples/s, eta: 7:04:16 +[2025/07/21 23:27:15] openrec INFO: epoch: [56/100], global_step: 79790, lr: 0.000225, loss: 0.301505, avg_reader_cost: 0.00677 s, avg_batch_cost: 0.29124 s, avg_samples: 110.0, ips: 377.69988 samples/s, eta: 7:04:11 +[2025/07/21 23:27:18] openrec INFO: epoch: [56/100], global_step: 79800, lr: 0.000225, loss: 0.277445, avg_reader_cost: 0.00630 s, avg_batch_cost: 0.29169 s, avg_samples: 88.6, ips: 303.74955 samples/s, eta: 7:04:06 +[2025/07/21 23:27:21] openrec INFO: epoch: [56/100], global_step: 79810, lr: 0.000225, loss: 0.271539, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29937 s, avg_samples: 99.0, ips: 330.69872 samples/s, eta: 7:04:01 +[2025/07/21 23:27:24] openrec INFO: epoch: [56/100], global_step: 79820, lr: 0.000225, loss: 0.304491, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29200 s, avg_samples: 96.0, ips: 328.77160 samples/s, eta: 7:03:56 +[2025/07/21 23:27:27] openrec INFO: epoch: [56/100], global_step: 79830, lr: 0.000225, loss: 0.320185, avg_reader_cost: 0.00559 s, avg_batch_cost: 0.29422 s, avg_samples: 84.1, ips: 285.83627 samples/s, eta: 7:03:52 +[2025/07/21 23:27:30] openrec INFO: epoch: [56/100], global_step: 79840, lr: 0.000224, loss: 0.301127, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.29546 s, avg_samples: 80.7, ips: 273.13226 samples/s, eta: 7:03:47 +[2025/07/21 23:27:32] openrec INFO: epoch: [56/100], global_step: 79850, lr: 0.000224, loss: 0.273274, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29042 s, avg_samples: 90.5, ips: 311.61389 samples/s, eta: 7:03:42 +[2025/07/21 23:27:35] openrec INFO: epoch: [56/100], global_step: 79860, lr: 0.000224, loss: 0.204432, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.28876 s, avg_samples: 94.3, ips: 326.57035 samples/s, eta: 7:03:37 +[2025/07/21 23:27:38] openrec INFO: epoch: [56/100], global_step: 79870, lr: 0.000224, loss: 0.213117, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29447 s, avg_samples: 79.8, ips: 270.99811 samples/s, eta: 7:03:32 +[2025/07/21 23:27:41] openrec INFO: epoch: [56/100], global_step: 79880, lr: 0.000224, loss: 0.245967, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.29296 s, avg_samples: 113.0, ips: 385.71398 samples/s, eta: 7:03:27 +[2025/07/21 23:27:44] openrec INFO: epoch: [56/100], global_step: 79890, lr: 0.000224, loss: 0.277113, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.29069 s, avg_samples: 106.2, ips: 365.33568 samples/s, eta: 7:03:23 +[2025/07/21 23:27:47] openrec INFO: epoch: [56/100], global_step: 79900, lr: 0.000224, loss: 0.283169, avg_reader_cost: 0.00547 s, avg_batch_cost: 0.29196 s, avg_samples: 99.0, ips: 339.08597 samples/s, eta: 7:03:18 +[2025/07/21 23:27:50] openrec INFO: epoch: [56/100], global_step: 79910, lr: 0.000224, loss: 0.219744, avg_reader_cost: 0.00561 s, avg_batch_cost: 0.28446 s, avg_samples: 102.8, ips: 361.38952 samples/s, eta: 7:03:13 +[2025/07/21 23:27:53] openrec INFO: epoch: [56/100], global_step: 79920, lr: 0.000224, loss: 0.257281, avg_reader_cost: 0.00550 s, avg_batch_cost: 0.28902 s, avg_samples: 97.3, ips: 336.65836 samples/s, eta: 7:03:08 +[2025/07/21 23:27:56] openrec INFO: epoch: [56/100], global_step: 79930, lr: 0.000224, loss: 0.262245, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.28903 s, avg_samples: 83.7, ips: 289.59106 samples/s, eta: 7:03:03 +[2025/07/21 23:27:59] openrec INFO: epoch: [56/100], global_step: 79940, lr: 0.000224, loss: 0.237204, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29259 s, avg_samples: 81.9, ips: 279.91314 samples/s, eta: 7:02:58 +[2025/07/21 23:28:02] openrec INFO: epoch: [56/100], global_step: 79950, lr: 0.000224, loss: 0.244748, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29040 s, avg_samples: 90.3, ips: 310.95128 samples/s, eta: 7:02:53 +[2025/07/21 23:28:05] openrec INFO: epoch: [56/100], global_step: 79960, lr: 0.000224, loss: 0.295911, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29670 s, avg_samples: 99.0, ips: 333.67394 samples/s, eta: 7:02:49 +[2025/07/21 23:28:08] openrec INFO: epoch: [56/100], global_step: 79970, lr: 0.000224, loss: 0.312013, avg_reader_cost: 0.00557 s, avg_batch_cost: 0.28988 s, avg_samples: 103.3, ips: 356.35677 samples/s, eta: 7:02:44 +[2025/07/21 23:28:10] openrec INFO: epoch: [56/100], global_step: 79980, lr: 0.000224, loss: 0.254019, avg_reader_cost: 0.00553 s, avg_batch_cost: 0.28699 s, avg_samples: 93.3, ips: 325.09860 samples/s, eta: 7:02:39 +[2025/07/21 23:28:13] openrec INFO: epoch: [56/100], global_step: 79990, lr: 0.000224, loss: 0.232763, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.28335 s, avg_samples: 106.6, ips: 376.21169 samples/s, eta: 7:02:34 +[2025/07/21 23:28:16] openrec INFO: epoch: [56/100], global_step: 80000, lr: 0.000224, loss: 0.289055, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.29242 s, avg_samples: 99.8, ips: 341.29120 samples/s, eta: 7:02:29 +[2025/07/21 23:29:43] openrec INFO: cur metric, acc: 0.8341294031307341, norm_edit_dis: 0.9244343056271955, num_samples: 63646, fps: 1343.1244792556745 +[2025/07/21 23:29:43] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 23:29:43] openrec INFO: best metric, acc: 0.8341294031307341, norm_edit_dis: 0.9244343056271955, num_samples: 63646, fps: 1343.1244792556745, best_epoch: 56 +[2025/07/21 23:29:46] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/iter_latest.pth +[2025/07/21 23:29:49] openrec INFO: epoch: [56/100], global_step: 80010, lr: 0.000224, loss: 0.265044, avg_reader_cost: 8.95794 s, avg_batch_cost: 9.24030 s, avg_samples: 96.9, ips: 10.48667 samples/s, eta: 7:03:35 +[2025/07/21 23:29:52] openrec INFO: epoch: [56/100], global_step: 80020, lr: 0.000223, loss: 0.249252, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29485 s, avg_samples: 92.9, ips: 315.07978 samples/s, eta: 7:03:31 +[2025/07/21 23:29:55] openrec INFO: epoch: [56/100], global_step: 80030, lr: 0.000223, loss: 0.275067, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.29047 s, avg_samples: 79.5, ips: 273.69188 samples/s, eta: 7:03:26 +[2025/07/21 23:29:57] openrec INFO: epoch: [56/100], global_step: 80040, lr: 0.000223, loss: 0.285886, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.29127 s, avg_samples: 101.9, ips: 349.84943 samples/s, eta: 7:03:21 +[2025/07/21 23:30:00] openrec INFO: epoch: [56/100], global_step: 80050, lr: 0.000223, loss: 0.255444, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.28905 s, avg_samples: 92.1, ips: 318.63385 samples/s, eta: 7:03:16 +[2025/07/21 23:30:03] openrec INFO: epoch: [56/100], global_step: 80060, lr: 0.000223, loss: 0.249449, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.29485 s, avg_samples: 93.4, ips: 316.77320 samples/s, eta: 7:03:11 +[2025/07/21 23:30:06] openrec INFO: epoch: [56/100], global_step: 80070, lr: 0.000223, loss: 0.286124, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.28490 s, avg_samples: 112.6, ips: 395.22071 samples/s, eta: 7:03:06 +[2025/07/21 23:30:09] openrec INFO: epoch: [56/100], global_step: 80080, lr: 0.000223, loss: 0.276153, avg_reader_cost: 0.00623 s, avg_batch_cost: 0.29371 s, avg_samples: 99.3, ips: 338.08786 samples/s, eta: 7:03:01 +[2025/07/21 23:30:12] openrec INFO: epoch: [56/100], global_step: 80090, lr: 0.000223, loss: 0.247443, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29360 s, avg_samples: 82.3, ips: 280.30993 samples/s, eta: 7:02:57 +[2025/07/21 23:30:15] openrec INFO: epoch: [56/100], global_step: 80100, lr: 0.000223, loss: 0.282764, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29639 s, avg_samples: 83.6, ips: 282.05634 samples/s, eta: 7:02:52 +[2025/07/21 23:30:18] openrec INFO: epoch: [56/100], global_step: 80110, lr: 0.000223, loss: 0.329344, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.29087 s, avg_samples: 86.2, ips: 296.35048 samples/s, eta: 7:02:47 +[2025/07/21 23:30:21] openrec INFO: epoch: [56/100], global_step: 80120, lr: 0.000223, loss: 0.276172, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29620 s, avg_samples: 99.0, ips: 334.23076 samples/s, eta: 7:02:42 +[2025/07/21 23:30:24] openrec INFO: epoch: [56/100], global_step: 80130, lr: 0.000223, loss: 0.259477, avg_reader_cost: 0.00562 s, avg_batch_cost: 0.28582 s, avg_samples: 80.5, ips: 281.64513 samples/s, eta: 7:02:37 +[2025/07/21 23:30:27] openrec INFO: epoch: [56/100], global_step: 80140, lr: 0.000223, loss: 0.279324, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.28920 s, avg_samples: 106.6, ips: 368.60870 samples/s, eta: 7:02:32 +[2025/07/21 23:30:30] openrec INFO: epoch: [56/100], global_step: 80150, lr: 0.000223, loss: 0.274628, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29067 s, avg_samples: 93.0, ips: 319.95094 samples/s, eta: 7:02:27 +[2025/07/21 23:30:33] openrec INFO: epoch: [56/100], global_step: 80160, lr: 0.000223, loss: 0.199693, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.28575 s, avg_samples: 84.4, ips: 295.36342 samples/s, eta: 7:02:23 +[2025/07/21 23:30:35] openrec INFO: epoch: [56/100], global_step: 80170, lr: 0.000223, loss: 0.211275, avg_reader_cost: 0.00611 s, avg_batch_cost: 0.29128 s, avg_samples: 114.4, ips: 392.74618 samples/s, eta: 7:02:18 +[2025/07/21 23:30:38] openrec INFO: epoch: [56/100], global_step: 80180, lr: 0.000223, loss: 0.326602, avg_reader_cost: 0.00668 s, avg_batch_cost: 0.29603 s, avg_samples: 94.3, ips: 318.55052 samples/s, eta: 7:02:13 +[2025/07/21 23:30:41] openrec INFO: epoch: [56/100], global_step: 80190, lr: 0.000222, loss: 0.268570, avg_reader_cost: 0.00649 s, avg_batch_cost: 0.28161 s, avg_samples: 95.2, ips: 338.05244 samples/s, eta: 7:02:08 +[2025/07/21 23:30:44] openrec INFO: epoch: [56/100], global_step: 80200, lr: 0.000222, loss: 0.254963, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28487 s, avg_samples: 101.9, ips: 357.71085 samples/s, eta: 7:02:03 +[2025/07/21 23:30:47] openrec INFO: epoch: [56/100], global_step: 80210, lr: 0.000222, loss: 0.296735, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28927 s, avg_samples: 102.4, ips: 353.99215 samples/s, eta: 7:01:58 +[2025/07/21 23:30:50] openrec INFO: epoch: [56/100], global_step: 80220, lr: 0.000222, loss: 0.278281, avg_reader_cost: 0.00674 s, avg_batch_cost: 0.29329 s, avg_samples: 105.7, ips: 360.39773 samples/s, eta: 7:01:53 +[2025/07/21 23:30:53] openrec INFO: epoch: [56/100], global_step: 80230, lr: 0.000222, loss: 0.293121, avg_reader_cost: 0.00647 s, avg_batch_cost: 0.28666 s, avg_samples: 99.8, ips: 348.14299 samples/s, eta: 7:01:49 +[2025/07/21 23:30:56] openrec INFO: epoch: [56/100], global_step: 80240, lr: 0.000222, loss: 0.302522, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.28938 s, avg_samples: 71.3, ips: 246.39039 samples/s, eta: 7:01:44 +[2025/07/21 23:30:59] openrec INFO: epoch: [56/100], global_step: 80250, lr: 0.000222, loss: 0.304639, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.29333 s, avg_samples: 75.5, ips: 257.38973 samples/s, eta: 7:01:39 +[2025/07/21 23:31:02] openrec INFO: epoch: [56/100], global_step: 80260, lr: 0.000222, loss: 0.302729, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.29341 s, avg_samples: 97.6, ips: 332.63813 samples/s, eta: 7:01:34 +[2025/07/21 23:31:05] openrec INFO: epoch: [56/100], global_step: 80270, lr: 0.000222, loss: 0.279017, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.28920 s, avg_samples: 87.4, ips: 302.21121 samples/s, eta: 7:01:29 +[2025/07/21 23:31:07] openrec INFO: epoch: [56/100], global_step: 80280, lr: 0.000222, loss: 0.235247, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.28954 s, avg_samples: 110.4, ips: 381.29851 samples/s, eta: 7:01:24 +[2025/07/21 23:31:10] openrec INFO: epoch: [56/100], global_step: 80290, lr: 0.000222, loss: 0.253092, avg_reader_cost: 0.00607 s, avg_batch_cost: 0.28647 s, avg_samples: 108.3, ips: 378.04467 samples/s, eta: 7:01:19 +[2025/07/21 23:31:13] openrec INFO: epoch: [56/100], global_step: 80300, lr: 0.000222, loss: 0.285179, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.29669 s, avg_samples: 86.2, ips: 290.53459 samples/s, eta: 7:01:15 +[2025/07/21 23:31:16] openrec INFO: epoch: [56/100], global_step: 80310, lr: 0.000222, loss: 0.299402, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.28812 s, avg_samples: 93.8, ips: 325.55510 samples/s, eta: 7:01:10 +[2025/07/21 23:31:19] openrec INFO: epoch: [56/100], global_step: 80320, lr: 0.000222, loss: 0.281284, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29603 s, avg_samples: 103.3, ips: 348.95638 samples/s, eta: 7:01:05 +[2025/07/21 23:31:22] openrec INFO: epoch: [56/100], global_step: 80330, lr: 0.000222, loss: 0.288897, avg_reader_cost: 0.00622 s, avg_batch_cost: 0.29515 s, avg_samples: 96.9, ips: 328.30441 samples/s, eta: 7:01:00 +[2025/07/21 23:31:25] openrec INFO: epoch: [56/100], global_step: 80340, lr: 0.000222, loss: 0.313379, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28625 s, 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lr: 0.000221, loss: 0.285568, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.29341 s, avg_samples: 104.5, ips: 356.15831 samples/s, eta: 7:00:31 +[2025/07/21 23:31:43] openrec INFO: epoch: [56/100], global_step: 80400, lr: 0.000221, loss: 0.285568, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.28628 s, avg_samples: 84.5, ips: 295.16128 samples/s, eta: 7:00:26 +[2025/07/21 23:31:45] openrec INFO: epoch: [56/100], global_step: 80410, lr: 0.000221, loss: 0.262671, avg_reader_cost: 0.00615 s, avg_batch_cost: 0.29267 s, avg_samples: 119.4, ips: 407.96737 samples/s, eta: 7:00:21 +[2025/07/21 23:31:47] openrec INFO: epoch: [56/100], global_step: 80416, lr: 0.000221, loss: 0.258532, avg_reader_cost: 0.00362 s, avg_batch_cost: 0.17128 s, avg_samples: 59.7, ips: 348.54790 samples/s, eta: 7:00:18 +[2025/07/21 23:33:15] openrec INFO: cur metric, acc: 0.834176538850175, norm_edit_dis: 0.9249052477180746, num_samples: 63646, fps: 1324.8198362910928 +[2025/07/21 23:33:16] openrec INFO: save ckpt to 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74.3, ips: 255.03864 samples/s, eta: 6:50:42 +[2025/07/21 23:39:56] openrec INFO: epoch: [57/100], global_step: 81770, lr: 0.000213, loss: 0.374310, avg_reader_cost: 0.00678 s, avg_batch_cost: 0.29701 s, avg_samples: 98.1, ips: 330.29072 samples/s, eta: 6:50:38 +[2025/07/21 23:39:59] openrec INFO: epoch: [57/100], global_step: 81780, lr: 0.000213, loss: 0.305791, avg_reader_cost: 0.00641 s, avg_batch_cost: 0.29772 s, avg_samples: 77.6, ips: 260.64928 samples/s, eta: 6:50:33 +[2025/07/21 23:40:02] openrec INFO: epoch: [57/100], global_step: 81790, lr: 0.000213, loss: 0.287352, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.29176 s, avg_samples: 84.1, ips: 288.25435 samples/s, eta: 6:50:28 +[2025/07/21 23:40:05] openrec INFO: epoch: [57/100], global_step: 81800, lr: 0.000213, loss: 0.298526, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.28882 s, avg_samples: 85.3, ips: 295.34107 samples/s, eta: 6:50:23 +[2025/07/21 23:40:08] openrec INFO: epoch: [57/100], global_step: 81810, lr: 0.000213, loss: 0.295550, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.29406 s, avg_samples: 75.2, ips: 255.73347 samples/s, eta: 6:50:18 +[2025/07/21 23:40:11] openrec INFO: epoch: [57/100], global_step: 81820, lr: 0.000213, loss: 0.254807, avg_reader_cost: 0.00615 s, avg_batch_cost: 0.29115 s, avg_samples: 76.0, ips: 261.03522 samples/s, eta: 6:50:14 +[2025/07/21 23:40:14] openrec INFO: epoch: [57/100], global_step: 81830, lr: 0.000213, loss: 0.285471, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29193 s, avg_samples: 100.2, ips: 343.23408 samples/s, eta: 6:50:09 +[2025/07/21 23:40:17] openrec INFO: epoch: [57/100], global_step: 81840, lr: 0.000213, loss: 0.286354, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.29080 s, avg_samples: 99.8, ips: 343.18543 samples/s, eta: 6:50:04 +[2025/07/21 23:40:20] openrec INFO: epoch: [57/100], global_step: 81850, lr: 0.000213, loss: 0.258090, avg_reader_cost: 0.00611 s, avg_batch_cost: 0.28928 s, avg_samples: 82.7, ips: 285.88638 samples/s, eta: 6:49:59 +[2025/07/21 23:40:20] openrec INFO: epoch: [57/100], global_step: 81852, lr: 0.000213, loss: 0.258501, avg_reader_cost: 0.00114 s, avg_batch_cost: 0.05751 s, avg_samples: 12.8, ips: 222.58367 samples/s, eta: 6:49:58 +[2025/07/21 23:41:48] openrec INFO: cur metric, acc: 0.8339565721594512, norm_edit_dis: 0.9246190559492785, num_samples: 63646, fps: 1319.5102801998603 +[2025/07/21 23:41:48] openrec INFO: best metric, acc: 0.834176538850175, norm_edit_dis: 0.9249052477180746, num_samples: 63646, fps: 1324.8198362910928, best_epoch: 56 +[2025/07/21 23:41:51] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/21 23:41:51] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_57.pth +[2025/07/21 23:41:55] openrec INFO: epoch: [58/100], global_step: 81860, lr: 0.000213, loss: 0.242043, avg_reader_cost: 9.20204 s, avg_batch_cost: 9.42825 s, avg_samples: 89.1, ips: 9.45032 samples/s, eta: 6:51:04 +[2025/07/21 23:41:58] openrec INFO: epoch: [58/100], global_step: 81870, lr: 0.000213, loss: 0.273938, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.29248 s, avg_samples: 96.8, ips: 330.96143 samples/s, eta: 6:50:59 +[2025/07/21 23:42:00] openrec INFO: epoch: [58/100], global_step: 81880, lr: 0.000213, loss: 0.284239, avg_reader_cost: 0.00606 s, avg_batch_cost: 0.28467 s, avg_samples: 92.9, ips: 326.34421 samples/s, eta: 6:50:54 +[2025/07/21 23:42:03] openrec INFO: epoch: [58/100], global_step: 81890, lr: 0.000213, loss: 0.282700, avg_reader_cost: 0.00686 s, avg_batch_cost: 0.28405 s, avg_samples: 97.3, ips: 342.54767 samples/s, eta: 6:50:49 +[2025/07/21 23:42:06] openrec INFO: epoch: [58/100], global_step: 81900, lr: 0.000213, loss: 0.254376, avg_reader_cost: 0.00640 s, avg_batch_cost: 0.29461 s, avg_samples: 86.5, ips: 293.60456 samples/s, eta: 6:50:44 +[2025/07/21 23:42:09] openrec INFO: epoch: [58/100], global_step: 81910, lr: 0.000213, loss: 0.277081, avg_reader_cost: 0.00554 s, avg_batch_cost: 0.29041 s, avg_samples: 94.3, ips: 324.71636 samples/s, eta: 6:50:40 +[2025/07/21 23:42:12] openrec INFO: epoch: [58/100], global_step: 81920, lr: 0.000213, loss: 0.293973, avg_reader_cost: 0.00629 s, avg_batch_cost: 0.28136 s, avg_samples: 122.5, ips: 435.38368 samples/s, eta: 6:50:35 +[2025/07/21 23:42:15] openrec INFO: epoch: [58/100], global_step: 81930, lr: 0.000213, loss: 0.233741, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.28748 s, avg_samples: 118.2, ips: 411.16027 samples/s, eta: 6:50:30 +[2025/07/21 23:42:18] openrec INFO: epoch: [58/100], global_step: 81940, lr: 0.000212, loss: 0.233741, avg_reader_cost: 0.00609 s, avg_batch_cost: 0.29311 s, avg_samples: 80.1, ips: 273.27305 samples/s, eta: 6:50:25 +[2025/07/21 23:42:21] openrec INFO: epoch: [58/100], global_step: 81950, lr: 0.000212, loss: 0.221676, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29571 s, avg_samples: 91.2, ips: 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0.231980, avg_reader_cost: 0.00676 s, avg_batch_cost: 0.28423 s, avg_samples: 116.1, ips: 408.47675 samples/s, eta: 6:49:56 +[2025/07/21 23:44:04] openrec INFO: cur metric, acc: 0.8357005937787605, norm_edit_dis: 0.9265393108439934, num_samples: 63646, fps: 1297.9834759607502 +[2025/07/21 23:44:04] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/21 23:44:04] openrec INFO: best metric, acc: 0.8357005937787605, norm_edit_dis: 0.9265393108439934, num_samples: 63646, fps: 1297.9834759607502, best_epoch: 58 +[2025/07/21 23:44:07] openrec INFO: epoch: [58/100], global_step: 82010, lr: 0.000212, loss: 0.291591, avg_reader_cost: 8.92203 s, avg_batch_cost: 9.20275 s, avg_samples: 91.7, ips: 9.96441 samples/s, eta: 6:50:58 +[2025/07/21 23:44:10] openrec INFO: epoch: [58/100], global_step: 82020, lr: 0.000212, loss: 0.322957, avg_reader_cost: 0.00623 s, avg_batch_cost: 0.29279 s, avg_samples: 78.9, ips: 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+[2025/07/21 23:44:40] openrec INFO: epoch: [58/100], global_step: 82120, lr: 0.000211, loss: 0.217712, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.29635 s, avg_samples: 93.4, ips: 315.16945 samples/s, eta: 6:50:05 +[2025/07/21 23:44:43] openrec INFO: epoch: [58/100], global_step: 82130, lr: 0.000211, loss: 0.275416, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29083 s, avg_samples: 110.9, ips: 381.31624 samples/s, eta: 6:50:01 +[2025/07/21 23:44:45] openrec INFO: epoch: [58/100], global_step: 82140, lr: 0.000211, loss: 0.268367, avg_reader_cost: 0.00609 s, avg_batch_cost: 0.29625 s, avg_samples: 89.5, ips: 302.10814 samples/s, eta: 6:49:56 +[2025/07/21 23:44:48] openrec INFO: epoch: [58/100], global_step: 82150, lr: 0.000211, loss: 0.246549, avg_reader_cost: 0.00613 s, avg_batch_cost: 0.29028 s, avg_samples: 94.3, ips: 324.86171 samples/s, eta: 6:49:51 +[2025/07/21 23:44:51] openrec INFO: epoch: [58/100], global_step: 82160, lr: 0.000211, loss: 0.251443, avg_reader_cost: 0.00592 s, 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83080, lr: 0.000206, loss: 0.308724, avg_reader_cost: 0.01505 s, avg_batch_cost: 0.30650 s, avg_samples: 102.4, ips: 334.09900 samples/s, eta: 6:42:25 +[2025/07/21 23:49:24] openrec INFO: epoch: [58/100], global_step: 83090, lr: 0.000206, loss: 0.311974, avg_reader_cost: 0.00622 s, avg_batch_cost: 0.29302 s, avg_samples: 97.8, ips: 333.76617 samples/s, eta: 6:42:21 +[2025/07/21 23:49:27] openrec INFO: epoch: [58/100], global_step: 83100, lr: 0.000206, loss: 0.305263, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.29112 s, avg_samples: 106.2, ips: 364.80271 samples/s, eta: 6:42:16 +[2025/07/21 23:49:30] openrec INFO: epoch: [58/100], global_step: 83110, lr: 0.000206, loss: 0.265089, avg_reader_cost: 0.00637 s, avg_batch_cost: 0.29010 s, avg_samples: 105.4, ips: 363.32854 samples/s, eta: 6:42:11 +[2025/07/21 23:49:33] openrec INFO: epoch: [58/100], global_step: 83120, lr: 0.000206, loss: 0.242192, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.29628 s, avg_samples: 98.1, ips: 331.11018 samples/s, eta: 6:42:06 +[2025/07/21 23:49:36] openrec INFO: epoch: [58/100], global_step: 83130, lr: 0.000206, loss: 0.238230, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.29468 s, avg_samples: 112.1, ips: 380.41862 samples/s, eta: 6:42:02 +[2025/07/21 23:49:39] openrec INFO: epoch: [58/100], global_step: 83140, lr: 0.000206, loss: 0.271382, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29126 s, avg_samples: 109.7, ips: 376.63653 samples/s, eta: 6:41:57 +[2025/07/21 23:49:42] openrec INFO: epoch: [58/100], global_step: 83150, lr: 0.000206, loss: 0.346503, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.28912 s, avg_samples: 74.3, ips: 256.98720 samples/s, eta: 6:41:52 +[2025/07/21 23:49:45] openrec INFO: epoch: [58/100], global_step: 83160, lr: 0.000206, loss: 0.323148, avg_reader_cost: 0.00617 s, avg_batch_cost: 0.29001 s, avg_samples: 113.0, ips: 389.64472 samples/s, eta: 6:41:47 +[2025/07/21 23:49:48] openrec INFO: epoch: [58/100], global_step: 83170, lr: 0.000205, loss: 0.286348, avg_reader_cost: 0.00636 s, avg_batch_cost: 0.28938 s, avg_samples: 101.1, ips: 349.37204 samples/s, eta: 6:41:42 +[2025/07/21 23:49:51] openrec INFO: epoch: [58/100], global_step: 83180, lr: 0.000205, loss: 0.275580, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.29900 s, avg_samples: 110.4, ips: 369.23545 samples/s, eta: 6:41:38 +[2025/07/21 23:49:54] openrec INFO: epoch: [58/100], global_step: 83190, lr: 0.000205, loss: 0.254321, avg_reader_cost: 0.00612 s, avg_batch_cost: 0.28440 s, avg_samples: 95.5, ips: 335.79416 samples/s, eta: 6:41:33 +[2025/07/21 23:49:56] openrec INFO: epoch: [58/100], global_step: 83200, lr: 0.000205, loss: 0.252368, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.29049 s, avg_samples: 108.8, ips: 374.53806 samples/s, eta: 6:41:28 +[2025/07/21 23:49:59] openrec INFO: epoch: [58/100], global_step: 83210, lr: 0.000205, loss: 0.303389, avg_reader_cost: 0.00606 s, avg_batch_cost: 0.29513 s, avg_samples: 89.6, ips: 303.58996 samples/s, eta: 6:41:23 +[2025/07/21 23:50:02] openrec INFO: epoch: [58/100], global_step: 83220, lr: 0.000205, loss: 0.291124, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.28725 s, avg_samples: 90.8, ips: 316.10639 samples/s, eta: 6:41:19 +[2025/07/21 23:50:05] openrec INFO: epoch: [58/100], global_step: 83230, lr: 0.000205, loss: 0.281469, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29519 s, avg_samples: 82.7, ips: 280.15467 samples/s, eta: 6:41:14 +[2025/07/21 23:50:08] openrec INFO: epoch: [58/100], global_step: 83240, lr: 0.000205, loss: 0.288990, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.29023 s, avg_samples: 81.4, ips: 280.46598 samples/s, eta: 6:41:09 +[2025/07/21 23:50:11] openrec INFO: epoch: [58/100], global_step: 83250, lr: 0.000205, loss: 0.286335, avg_reader_cost: 0.00647 s, avg_batch_cost: 0.29231 s, avg_samples: 99.9, ips: 341.76542 samples/s, eta: 6:41:04 +[2025/07/21 23:50:14] openrec INFO: epoch: [58/100], global_step: 83260, lr: 0.000205, loss: 0.315178, avg_reader_cost: 0.00562 s, 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[60/100], global_step: 85810, lr: 0.000191, loss: 0.275580, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.30108 s, avg_samples: 100.7, ips: 334.45830 samples/s, eta: 6:24:06 +[2025/07/22 00:07:23] openrec INFO: epoch: [60/100], global_step: 85820, lr: 0.000191, loss: 0.268827, avg_reader_cost: 0.01671 s, avg_batch_cost: 0.30671 s, avg_samples: 106.6, ips: 347.55993 samples/s, eta: 6:24:02 +[2025/07/22 00:07:26] openrec INFO: epoch: [60/100], global_step: 85830, lr: 0.000191, loss: 0.268827, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29737 s, avg_samples: 103.3, ips: 347.38364 samples/s, eta: 6:23:57 +[2025/07/22 00:07:29] openrec INFO: epoch: [60/100], global_step: 85840, lr: 0.000190, loss: 0.296625, avg_reader_cost: 0.00657 s, avg_batch_cost: 0.29216 s, avg_samples: 96.0, ips: 328.58197 samples/s, eta: 6:23:52 +[2025/07/22 00:07:32] openrec INFO: epoch: [60/100], global_step: 85850, lr: 0.000190, loss: 0.282234, avg_reader_cost: 0.00617 s, avg_batch_cost: 0.29003 s, avg_samples: 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6:23:05 +[2025/07/22 00:08:01] openrec INFO: epoch: [60/100], global_step: 85950, lr: 0.000190, loss: 0.313569, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29237 s, avg_samples: 101.0, ips: 345.45819 samples/s, eta: 6:23:01 +[2025/07/22 00:08:04] openrec INFO: epoch: [60/100], global_step: 85960, lr: 0.000190, loss: 0.253296, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.28953 s, avg_samples: 85.3, ips: 294.61071 samples/s, eta: 6:22:56 +[2025/07/22 00:08:07] openrec INFO: epoch: [60/100], global_step: 85970, lr: 0.000190, loss: 0.196288, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29530 s, avg_samples: 82.4, ips: 279.03369 samples/s, eta: 6:22:51 +[2025/07/22 00:08:10] openrec INFO: epoch: [60/100], global_step: 85980, lr: 0.000190, loss: 0.225611, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.28667 s, avg_samples: 85.3, ips: 297.54974 samples/s, eta: 6:22:47 +[2025/07/22 00:08:13] openrec INFO: epoch: [60/100], global_step: 85990, lr: 0.000190, loss: 0.244233, avg_reader_cost: 0.00703 s, avg_batch_cost: 0.29418 s, avg_samples: 110.0, ips: 373.91520 samples/s, eta: 6:22:42 +[2025/07/22 00:08:16] openrec INFO: epoch: [60/100], global_step: 86000, lr: 0.000190, loss: 0.221707, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29584 s, avg_samples: 96.9, ips: 327.54310 samples/s, eta: 6:22:37 +[2025/07/22 00:09:43] openrec INFO: cur metric, acc: 0.8376960059017541, norm_edit_dis: 0.9269866994407152, num_samples: 63646, fps: 1338.5036752124677 +[2025/07/22 00:09:44] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/22 00:09:44] openrec INFO: best metric, acc: 0.8376960059017541, norm_edit_dis: 0.9269866994407152, num_samples: 63646, fps: 1338.5036752124677, best_epoch: 60 +[2025/07/22 00:09:46] openrec INFO: epoch: [60/100], global_step: 86010, lr: 0.000190, loss: 0.207104, avg_reader_cost: 8.74957 s, avg_batch_cost: 9.02922 s, avg_samples: 96.4, ips: 10.67645 samples/s, eta: 6:23:31 +[2025/07/22 00:09:49] openrec INFO: epoch: [60/100], global_step: 86020, lr: 0.000189, loss: 0.225599, avg_reader_cost: 0.00659 s, avg_batch_cost: 0.28793 s, avg_samples: 85.0, ips: 295.21398 samples/s, eta: 6:23:26 +[2025/07/22 00:09:52] openrec INFO: epoch: [60/100], global_step: 86030, lr: 0.000189, loss: 0.278213, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.29140 s, avg_samples: 91.7, ips: 314.68282 samples/s, eta: 6:23:22 +[2025/07/22 00:09:55] openrec INFO: epoch: [60/100], global_step: 86040, lr: 0.000189, loss: 0.269899, avg_reader_cost: 0.00612 s, avg_batch_cost: 0.29228 s, avg_samples: 87.1, ips: 298.00028 samples/s, eta: 6:23:17 +[2025/07/22 00:09:58] openrec INFO: epoch: [60/100], global_step: 86050, lr: 0.000189, loss: 0.238067, avg_reader_cost: 0.00622 s, avg_batch_cost: 0.29285 s, avg_samples: 90.0, ips: 307.32740 samples/s, eta: 6:23:12 +[2025/07/22 00:10:01] openrec INFO: epoch: [60/100], global_step: 86060, lr: 0.000189, loss: 0.260807, avg_reader_cost: 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INFO: epoch: [60/100], global_step: 86110, lr: 0.000189, loss: 0.198071, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29190 s, avg_samples: 98.1, ips: 336.07376 samples/s, eta: 6:22:44 +[2025/07/22 00:10:19] openrec INFO: epoch: [60/100], global_step: 86120, lr: 0.000189, loss: 0.291652, avg_reader_cost: 0.00631 s, avg_batch_cost: 0.29811 s, avg_samples: 89.1, ips: 298.88374 samples/s, eta: 6:22:39 +[2025/07/22 00:10:22] openrec INFO: epoch: [60/100], global_step: 86130, lr: 0.000189, loss: 0.281740, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.30275 s, avg_samples: 109.7, ips: 362.34247 samples/s, eta: 6:22:35 +[2025/07/22 00:10:25] openrec INFO: epoch: [60/100], global_step: 86140, lr: 0.000189, loss: 0.235186, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29902 s, avg_samples: 97.2, ips: 325.05761 samples/s, eta: 6:22:30 +[2025/07/22 00:10:28] openrec INFO: epoch: [60/100], global_step: 86150, lr: 0.000189, loss: 0.231310, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.29141 s, 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openrec INFO: epoch: [61/100], global_step: 86210, lr: 0.000188, loss: 0.214208, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29006 s, avg_samples: 93.8, ips: 323.37725 samples/s, eta: 6:22:58 +[2025/07/22 00:12:20] openrec INFO: epoch: [61/100], global_step: 86220, lr: 0.000188, loss: 0.274990, avg_reader_cost: 0.00563 s, avg_batch_cost: 0.29801 s, avg_samples: 94.7, ips: 317.77397 samples/s, eta: 6:22:53 +[2025/07/22 00:12:23] openrec INFO: epoch: [61/100], global_step: 86230, lr: 0.000188, loss: 0.267383, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29031 s, avg_samples: 95.5, ips: 328.95962 samples/s, eta: 6:22:49 +[2025/07/22 00:12:26] openrec INFO: epoch: [61/100], global_step: 86240, lr: 0.000188, loss: 0.255494, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.29785 s, avg_samples: 86.6, ips: 290.75376 samples/s, eta: 6:22:44 +[2025/07/22 00:12:29] openrec INFO: epoch: [61/100], global_step: 86250, lr: 0.000188, loss: 0.284148, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28223 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eta: 6:15:07 +[2025/07/22 00:17:13] openrec INFO: epoch: [61/100], global_step: 87220, lr: 0.000183, loss: 0.224430, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.28959 s, avg_samples: 99.8, ips: 344.62204 samples/s, eta: 6:15:02 +[2025/07/22 00:17:16] openrec INFO: epoch: [61/100], global_step: 87230, lr: 0.000183, loss: 0.256868, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.28806 s, avg_samples: 107.1, ips: 371.80004 samples/s, eta: 6:14:58 +[2025/07/22 00:17:19] openrec INFO: epoch: [61/100], global_step: 87240, lr: 0.000183, loss: 0.256868, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.28840 s, avg_samples: 97.6, ips: 338.41740 samples/s, eta: 6:14:53 +[2025/07/22 00:17:22] openrec INFO: epoch: [61/100], global_step: 87250, lr: 0.000183, loss: 0.260733, avg_reader_cost: 0.00673 s, avg_batch_cost: 0.29665 s, avg_samples: 110.9, ips: 373.84672 samples/s, eta: 6:14:48 +[2025/07/22 00:17:24] openrec INFO: epoch: [61/100], global_step: 87260, lr: 0.000183, loss: 0.251059, 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6:12:37 +[2025/07/22 00:18:46] openrec INFO: epoch: [61/100], global_step: 87540, lr: 0.000181, loss: 0.227029, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.29084 s, avg_samples: 90.5, ips: 311.17206 samples/s, eta: 6:12:32 +[2025/07/22 00:18:49] openrec INFO: epoch: [61/100], global_step: 87550, lr: 0.000181, loss: 0.234006, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.28599 s, avg_samples: 87.9, ips: 307.35248 samples/s, eta: 6:12:28 +[2025/07/22 00:18:52] openrec INFO: epoch: [61/100], global_step: 87560, lr: 0.000181, loss: 0.237773, avg_reader_cost: 0.00626 s, avg_batch_cost: 0.29085 s, avg_samples: 113.8, ips: 391.26554 samples/s, eta: 6:12:23 +[2025/07/22 00:18:55] openrec INFO: epoch: [61/100], global_step: 87570, lr: 0.000181, loss: 0.230547, avg_reader_cost: 0.00617 s, avg_batch_cost: 0.29115 s, avg_samples: 95.6, ips: 328.34868 samples/s, eta: 6:12:18 +[2025/07/22 00:18:58] openrec INFO: epoch: [61/100], global_step: 87580, lr: 0.000181, loss: 0.254845, avg_reader_cost: 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best_epoch: 61 +[2025/07/22 00:20:34] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/22 00:20:34] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_61.pth +[2025/07/22 00:20:36] openrec INFO: epoch: [62/100], global_step: 87600, lr: 0.000181, loss: 0.216420, avg_reader_cost: 9.26702 s, avg_batch_cost: 9.37921 s, avg_samples: 46.9, ips: 5.00042 samples/s, eta: 6:13:03 +[2025/07/22 00:20:39] openrec INFO: epoch: [62/100], global_step: 87610, lr: 0.000181, loss: 0.223615, avg_reader_cost: 0.00609 s, avg_batch_cost: 0.28638 s, avg_samples: 109.7, ips: 383.05852 samples/s, eta: 6:12:59 +[2025/07/22 00:20:42] openrec INFO: epoch: [62/100], global_step: 87620, lr: 0.000181, loss: 0.251116, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.29547 s, avg_samples: 109.7, ips: 371.27508 samples/s, eta: 6:12:54 +[2025/07/22 00:20:45] openrec INFO: epoch: [62/100], global_step: 87630, lr: 0.000181, loss: 0.238476, avg_reader_cost: 0.00560 s, avg_batch_cost: 0.29352 s, avg_samples: 97.8, ips: 333.19866 samples/s, eta: 6:12:49 +[2025/07/22 00:20:48] openrec INFO: epoch: [62/100], global_step: 87640, lr: 0.000180, loss: 0.208901, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.28955 s, avg_samples: 102.8, ips: 355.03672 samples/s, eta: 6:12:45 +[2025/07/22 00:20:51] openrec INFO: epoch: [62/100], global_step: 87650, lr: 0.000180, loss: 0.229818, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29079 s, avg_samples: 103.3, ips: 355.24394 samples/s, eta: 6:12:40 +[2025/07/22 00:20:54] openrec INFO: epoch: [62/100], global_step: 87660, lr: 0.000180, loss: 0.244506, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.29393 s, avg_samples: 96.7, ips: 328.98565 samples/s, eta: 6:12:35 +[2025/07/22 00:20:57] openrec INFO: epoch: [62/100], global_step: 87670, lr: 0.000180, loss: 0.246828, avg_reader_cost: 0.00558 s, avg_batch_cost: 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global_step: 87720, lr: 0.000180, loss: 0.202198, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.29349 s, avg_samples: 79.3, ips: 270.19861 samples/s, eta: 6:12:07 +[2025/07/22 00:21:15] openrec INFO: epoch: [62/100], global_step: 87730, lr: 0.000180, loss: 0.182374, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29388 s, avg_samples: 93.5, ips: 318.16129 samples/s, eta: 6:12:03 +[2025/07/22 00:21:18] openrec INFO: epoch: [62/100], global_step: 87740, lr: 0.000180, loss: 0.195524, avg_reader_cost: 0.00610 s, avg_batch_cost: 0.29563 s, avg_samples: 95.5, ips: 323.04255 samples/s, eta: 6:11:58 +[2025/07/22 00:21:21] openrec INFO: epoch: [62/100], global_step: 87750, lr: 0.000180, loss: 0.228703, avg_reader_cost: 0.00605 s, avg_batch_cost: 0.29378 s, avg_samples: 107.4, ips: 365.57880 samples/s, eta: 6:11:53 +[2025/07/22 00:21:24] openrec INFO: epoch: [62/100], global_step: 87760, lr: 0.000180, loss: 0.222469, avg_reader_cost: 0.00618 s, avg_batch_cost: 0.29071 s, avg_samples: 85.3, ips: 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+[2025/07/22 00:21:53] openrec INFO: epoch: [62/100], global_step: 87860, lr: 0.000179, loss: 0.196741, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29262 s, avg_samples: 81.6, ips: 278.85794 samples/s, eta: 6:11:02 +[2025/07/22 00:21:56] openrec INFO: epoch: [62/100], global_step: 87870, lr: 0.000179, loss: 0.260829, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.29465 s, avg_samples: 71.7, ips: 243.33796 samples/s, eta: 6:10:57 +[2025/07/22 00:21:59] openrec INFO: epoch: [62/100], global_step: 87880, lr: 0.000179, loss: 0.239549, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29075 s, avg_samples: 94.4, ips: 324.67287 samples/s, eta: 6:10:53 +[2025/07/22 00:22:02] openrec INFO: epoch: [62/100], global_step: 87890, lr: 0.000179, loss: 0.227292, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.29066 s, avg_samples: 87.0, ips: 299.31445 samples/s, eta: 6:10:48 +[2025/07/22 00:22:05] openrec INFO: epoch: [62/100], global_step: 87900, lr: 0.000179, loss: 0.239776, avg_reader_cost: 0.00618 s, avg_batch_cost: 0.29388 s, avg_samples: 106.2, ips: 361.36796 samples/s, eta: 6:10:43 +[2025/07/22 00:22:08] openrec INFO: epoch: [62/100], global_step: 87910, lr: 0.000179, loss: 0.235200, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.28752 s, avg_samples: 102.8, ips: 357.53474 samples/s, eta: 6:10:39 +[2025/07/22 00:22:11] openrec INFO: epoch: [62/100], global_step: 87920, lr: 0.000179, loss: 0.245402, avg_reader_cost: 0.00622 s, avg_batch_cost: 0.28978 s, avg_samples: 98.7, ips: 340.59759 samples/s, eta: 6:10:34 +[2025/07/22 00:22:13] openrec INFO: epoch: [62/100], global_step: 87930, lr: 0.000179, loss: 0.278708, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.28876 s, avg_samples: 89.5, ips: 309.94153 samples/s, eta: 6:10:29 +[2025/07/22 00:22:16] openrec INFO: epoch: [62/100], global_step: 87940, lr: 0.000179, loss: 0.274039, avg_reader_cost: 0.00610 s, avg_batch_cost: 0.29561 s, avg_samples: 96.9, ips: 327.79332 samples/s, eta: 6:10:25 +[2025/07/22 00:22:19] openrec INFO: epoch: [62/100], global_step: 87950, lr: 0.000179, loss: 0.224176, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.30031 s, avg_samples: 101.6, ips: 338.31273 samples/s, eta: 6:10:20 +[2025/07/22 00:22:22] openrec INFO: epoch: [62/100], global_step: 87960, lr: 0.000179, loss: 0.279387, avg_reader_cost: 0.01180 s, avg_batch_cost: 0.30251 s, avg_samples: 81.0, ips: 267.75856 samples/s, eta: 6:10:15 +[2025/07/22 00:22:25] openrec INFO: epoch: [62/100], global_step: 87970, lr: 0.000179, loss: 0.263884, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.28905 s, avg_samples: 101.9, ips: 352.54003 samples/s, eta: 6:10:11 +[2025/07/22 00:22:28] openrec INFO: epoch: [62/100], global_step: 87980, lr: 0.000179, loss: 0.242369, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.29011 s, avg_samples: 99.8, ips: 344.00457 samples/s, eta: 6:10:06 +[2025/07/22 00:22:31] openrec INFO: epoch: [62/100], global_step: 87990, lr: 0.000179, loss: 0.206120, avg_reader_cost: 0.00623 s, avg_batch_cost: 0.29085 s, avg_samples: 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00:29:04] openrec INFO: epoch: [62/100], global_step: 89030, lr: 0.000173, loss: 0.256140, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29112 s, avg_samples: 86.2, ips: 296.10250 samples/s, eta: 6:02:51 +[2025/07/22 00:29:04] openrec INFO: epoch: [62/100], global_step: 89032, lr: 0.000173, loss: 0.240780, avg_reader_cost: 0.00111 s, avg_batch_cost: 0.05850 s, avg_samples: 25.6, ips: 437.59022 samples/s, eta: 6:02:50 +[2025/07/22 00:30:32] openrec INFO: cur metric, acc: 0.8401470633126752, norm_edit_dis: 0.9276842739160418, num_samples: 63646, fps: 1317.4994939472267 +[2025/07/22 00:30:33] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/22 00:30:33] openrec INFO: best metric, acc: 0.8401470633126752, norm_edit_dis: 0.9276842739160418, num_samples: 63646, fps: 1317.4994939472267, best_epoch: 62 +[2025/07/22 00:30:35] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/22 00:30:36] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_62.pth +[2025/07/22 00:30:39] openrec INFO: epoch: [63/100], global_step: 89040, lr: 0.000173, loss: 0.256851, avg_reader_cost: 9.26523 s, avg_batch_cost: 9.49737 s, avg_samples: 68.7, ips: 7.23358 samples/s, eta: 6:03:43 +[2025/07/22 00:30:42] openrec INFO: epoch: [63/100], global_step: 89050, lr: 0.000173, loss: 0.264408, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.29031 s, avg_samples: 81.0, ips: 279.01255 samples/s, eta: 6:03:39 +[2025/07/22 00:30:45] openrec INFO: epoch: [63/100], global_step: 89060, lr: 0.000173, loss: 0.274708, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.28619 s, avg_samples: 97.2, ips: 339.63416 samples/s, eta: 6:03:34 +[2025/07/22 00:30:48] openrec INFO: epoch: [63/100], global_step: 89070, lr: 0.000173, loss: 0.262389, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.28910 s, avg_samples: 94.3, ips: 326.18751 samples/s, eta: 6:03:29 +[2025/07/22 00:30:51] openrec INFO: epoch: [63/100], global_step: 89080, lr: 0.000173, loss: 0.284007, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.29269 s, avg_samples: 91.7, ips: 313.30087 samples/s, eta: 6:03:24 +[2025/07/22 00:30:54] openrec INFO: epoch: [63/100], global_step: 89090, lr: 0.000172, loss: 0.226934, avg_reader_cost: 0.00563 s, avg_batch_cost: 0.29855 s, avg_samples: 105.4, ips: 353.03726 samples/s, eta: 6:03:20 +[2025/07/22 00:30:57] openrec INFO: epoch: [63/100], global_step: 89100, lr: 0.000172, loss: 0.221993, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.28714 s, avg_samples: 86.6, ips: 301.59145 samples/s, eta: 6:03:15 +[2025/07/22 00:31:00] openrec INFO: epoch: [63/100], global_step: 89110, lr: 0.000172, loss: 0.222003, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28789 s, avg_samples: 87.1, ips: 302.54398 samples/s, eta: 6:03:11 +[2025/07/22 00:31:03] openrec INFO: epoch: [63/100], global_step: 89120, lr: 0.000172, loss: 0.227032, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.29078 s, avg_samples: 92.4, ips: 317.76140 samples/s, eta: 6:03:06 +[2025/07/22 00:31:06] openrec INFO: epoch: [63/100], global_step: 89130, lr: 0.000172, loss: 0.241009, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29650 s, avg_samples: 95.5, ips: 322.09276 samples/s, eta: 6:03:01 +[2025/07/22 00:31:08] openrec INFO: epoch: [63/100], global_step: 89140, lr: 0.000172, loss: 0.242096, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.28603 s, avg_samples: 108.8, ips: 380.37907 samples/s, eta: 6:02:57 +[2025/07/22 00:31:11] openrec INFO: epoch: [63/100], global_step: 89150, lr: 0.000172, loss: 0.172824, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29646 s, avg_samples: 110.9, ips: 374.07591 samples/s, eta: 6:02:52 +[2025/07/22 00:31:14] openrec INFO: epoch: [63/100], global_step: 89160, lr: 0.000172, loss: 0.172824, avg_reader_cost: 0.00591 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+[2025/07/22 00:33:44] openrec INFO: epoch: [63/100], global_step: 89670, lr: 0.000169, loss: 0.268446, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.29557 s, avg_samples: 101.9, ips: 344.75398 samples/s, eta: 5:58:50 +[2025/07/22 00:33:47] openrec INFO: epoch: [63/100], global_step: 89680, lr: 0.000169, loss: 0.197087, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.28934 s, avg_samples: 98.0, ips: 338.69976 samples/s, eta: 5:58:46 +[2025/07/22 00:33:50] openrec INFO: epoch: [63/100], global_step: 89690, lr: 0.000169, loss: 0.189261, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.29276 s, avg_samples: 101.6, ips: 347.04224 samples/s, eta: 5:58:41 +[2025/07/22 00:33:53] openrec INFO: epoch: [63/100], global_step: 89700, lr: 0.000169, loss: 0.186862, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.28775 s, avg_samples: 101.1, ips: 351.35128 samples/s, eta: 5:58:36 +[2025/07/22 00:33:56] openrec INFO: epoch: [63/100], global_step: 89710, lr: 0.000169, loss: 0.194830, avg_reader_cost: 0.00607 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eta: 5:57:08 +[2025/07/22 00:34:51] openrec INFO: epoch: [63/100], global_step: 89900, lr: 0.000168, loss: 0.251966, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.28583 s, avg_samples: 99.8, ips: 349.16124 samples/s, eta: 5:57:03 +[2025/07/22 00:34:54] openrec INFO: epoch: [63/100], global_step: 89910, lr: 0.000168, loss: 0.210164, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.28590 s, avg_samples: 104.9, ips: 366.91772 samples/s, eta: 5:56:59 +[2025/07/22 00:34:57] openrec INFO: epoch: [63/100], global_step: 89920, lr: 0.000168, loss: 0.227193, avg_reader_cost: 0.00607 s, avg_batch_cost: 0.29463 s, avg_samples: 102.4, ips: 347.54935 samples/s, eta: 5:56:54 +[2025/07/22 00:35:00] openrec INFO: epoch: [63/100], global_step: 89930, lr: 0.000168, loss: 0.267637, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.28358 s, avg_samples: 100.7, ips: 355.10633 samples/s, eta: 5:56:50 +[2025/07/22 00:35:03] openrec INFO: epoch: [63/100], global_step: 89940, lr: 0.000168, loss: 0.239843, 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+[2025/07/22 00:37:07] openrec INFO: epoch: [63/100], global_step: 90060, lr: 0.000167, loss: 0.225943, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29029 s, avg_samples: 89.2, ips: 307.27996 samples/s, eta: 5:56:42 +[2025/07/22 00:37:10] openrec INFO: epoch: [63/100], global_step: 90070, lr: 0.000167, loss: 0.212506, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.28966 s, avg_samples: 95.5, ips: 329.69992 samples/s, eta: 5:56:38 +[2025/07/22 00:37:13] openrec INFO: epoch: [63/100], global_step: 90080, lr: 0.000167, loss: 0.241691, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29065 s, avg_samples: 80.7, ips: 277.64911 samples/s, eta: 5:56:33 +[2025/07/22 00:37:16] openrec INFO: epoch: [63/100], global_step: 90090, lr: 0.000167, loss: 0.253305, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.29117 s, avg_samples: 79.3, ips: 272.34592 samples/s, eta: 5:56:28 +[2025/07/22 00:37:19] openrec INFO: epoch: [63/100], global_step: 90100, lr: 0.000167, loss: 0.249078, avg_reader_cost: 0.00592 s, 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INFO: epoch: [63/100], global_step: 90380, lr: 0.000165, loss: 0.247667, avg_reader_cost: 0.00616 s, avg_batch_cost: 0.28893 s, avg_samples: 96.9, ips: 335.37083 samples/s, eta: 5:54:14 +[2025/07/22 00:38:44] openrec INFO: epoch: [63/100], global_step: 90390, lr: 0.000165, loss: 0.222974, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.29178 s, avg_samples: 109.7, ips: 375.96799 samples/s, eta: 5:54:09 +[2025/07/22 00:38:47] openrec INFO: epoch: [63/100], global_step: 90400, lr: 0.000165, loss: 0.215973, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.28765 s, avg_samples: 90.0, ips: 312.88510 samples/s, eta: 5:54:05 +[2025/07/22 00:38:50] openrec INFO: epoch: [63/100], global_step: 90410, lr: 0.000165, loss: 0.187029, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29312 s, avg_samples: 90.9, ips: 310.10915 samples/s, eta: 5:54:00 +[2025/07/22 00:38:53] openrec INFO: epoch: [63/100], global_step: 90420, lr: 0.000165, loss: 0.268798, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.28515 s, avg_samples: 85.3, ips: 299.13737 samples/s, eta: 5:53:55 +[2025/07/22 00:38:55] openrec INFO: epoch: [63/100], global_step: 90430, lr: 0.000165, loss: 0.280275, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.28479 s, avg_samples: 96.1, ips: 337.44144 samples/s, eta: 5:53:51 +[2025/07/22 00:38:58] openrec INFO: epoch: [63/100], global_step: 90440, lr: 0.000165, loss: 0.215822, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.29154 s, avg_samples: 93.4, ips: 320.36773 samples/s, eta: 5:53:46 +[2025/07/22 00:39:01] openrec INFO: epoch: [63/100], global_step: 90450, lr: 0.000165, loss: 0.227022, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29087 s, avg_samples: 101.6, ips: 349.29760 samples/s, eta: 5:53:42 +[2025/07/22 00:39:04] openrec INFO: epoch: [63/100], global_step: 90460, lr: 0.000165, loss: 0.252307, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.29248 s, avg_samples: 72.5, ips: 247.87691 samples/s, eta: 5:53:37 +[2025/07/22 00:39:07] openrec INFO: epoch: [63/100], global_step: 90468, lr: 0.000165, loss: 0.239466, avg_reader_cost: 0.00451 s, avg_batch_cost: 0.23109 s, avg_samples: 68.2, ips: 295.12363 samples/s, eta: 5:53:33 +[2025/07/22 00:40:34] openrec INFO: cur metric, acc: 0.8404613014422805, norm_edit_dis: 0.9282036032268391, num_samples: 63646, fps: 1326.446596226857 +[2025/07/22 00:40:35] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/22 00:40:35] openrec INFO: best metric, acc: 0.8404613014422805, norm_edit_dis: 0.9282036032268391, num_samples: 63646, fps: 1326.446596226857, best_epoch: 63 +[2025/07/22 00:40:37] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/22 00:40:38] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_63.pth +[2025/07/22 00:40:39] openrec INFO: epoch: [64/100], global_step: 90470, lr: 0.000165, loss: 0.239466, avg_reader_cost: 9.22834 s, avg_batch_cost: 9.28703 s, avg_samples: 23.0, ips: 2.47657 samples/s, eta: 5:54:26 +[2025/07/22 00:40:42] openrec INFO: epoch: [64/100], global_step: 90480, lr: 0.000165, loss: 0.216630, avg_reader_cost: 0.00535 s, avg_batch_cost: 0.30180 s, avg_samples: 100.2, ips: 332.00760 samples/s, eta: 5:54:22 +[2025/07/22 00:40:45] openrec INFO: epoch: [64/100], global_step: 90490, lr: 0.000165, loss: 0.242099, avg_reader_cost: 0.00556 s, avg_batch_cost: 0.28383 s, avg_samples: 95.5, ips: 336.46893 samples/s, eta: 5:54:17 +[2025/07/22 00:40:48] openrec INFO: epoch: [64/100], global_step: 90500, lr: 0.000165, loss: 0.257055, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.28463 s, avg_samples: 75.1, ips: 263.85336 samples/s, eta: 5:54:13 +[2025/07/22 00:40:51] openrec INFO: epoch: [64/100], global_step: 90510, lr: 0.000165, loss: 0.290911, avg_reader_cost: 0.00561 s, avg_batch_cost: 0.28191 s, avg_samples: 96.0, ips: 340.52898 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0.00602 s, avg_batch_cost: 0.29639 s, avg_samples: 103.3, ips: 348.52887 samples/s, eta: 5:45:16 +[2025/07/22 00:46:30] openrec INFO: epoch: [64/100], global_step: 91670, lr: 0.000158, loss: 0.244223, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29284 s, avg_samples: 100.7, ips: 343.87398 samples/s, eta: 5:45:12 +[2025/07/22 00:46:33] openrec INFO: epoch: [64/100], global_step: 91680, lr: 0.000158, loss: 0.237414, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29042 s, avg_samples: 92.6, ips: 318.85345 samples/s, eta: 5:45:07 +[2025/07/22 00:46:36] openrec INFO: epoch: [64/100], global_step: 91690, lr: 0.000158, loss: 0.201459, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.29150 s, avg_samples: 111.8, ips: 383.52702 samples/s, eta: 5:45:02 +[2025/07/22 00:46:39] openrec INFO: epoch: [64/100], global_step: 91700, lr: 0.000158, loss: 0.237973, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29092 s, avg_samples: 87.0, ips: 299.05171 samples/s, eta: 5:44:58 +[2025/07/22 00:46:42] openrec INFO: epoch: [64/100], global_step: 91710, lr: 0.000158, loss: 0.237973, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.28679 s, avg_samples: 100.7, ips: 351.13315 samples/s, eta: 5:44:53 +[2025/07/22 00:46:45] openrec INFO: epoch: [64/100], global_step: 91720, lr: 0.000158, loss: 0.177858, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.28897 s, avg_samples: 103.3, ips: 357.48228 samples/s, eta: 5:44:49 +[2025/07/22 00:46:48] openrec INFO: epoch: [64/100], global_step: 91730, lr: 0.000158, loss: 0.202122, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.29522 s, avg_samples: 96.9, ips: 328.23057 samples/s, eta: 5:44:44 +[2025/07/22 00:46:51] openrec INFO: epoch: [64/100], global_step: 91740, lr: 0.000158, loss: 0.206721, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.28873 s, avg_samples: 104.9, ips: 363.31506 samples/s, eta: 5:44:39 +[2025/07/22 00:46:53] openrec INFO: epoch: [64/100], global_step: 91750, lr: 0.000158, loss: 0.208395, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.28672 s, avg_samples: 94.3, ips: 328.88930 samples/s, eta: 5:44:35 +[2025/07/22 00:46:56] openrec INFO: epoch: [64/100], global_step: 91760, lr: 0.000158, loss: 0.227068, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29242 s, avg_samples: 80.6, ips: 275.63298 samples/s, eta: 5:44:30 +[2025/07/22 00:46:59] openrec INFO: epoch: [64/100], global_step: 91770, lr: 0.000158, loss: 0.241110, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29264 s, avg_samples: 90.5, ips: 309.25425 samples/s, eta: 5:44:26 +[2025/07/22 00:47:02] openrec INFO: epoch: [64/100], global_step: 91780, lr: 0.000158, loss: 0.245830, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.28974 s, avg_samples: 90.9, ips: 313.72930 samples/s, eta: 5:44:21 +[2025/07/22 00:47:05] openrec INFO: epoch: [64/100], global_step: 91790, lr: 0.000158, loss: 0.224782, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.28618 s, avg_samples: 96.4, ips: 336.85276 samples/s, eta: 5:44:16 +[2025/07/22 00:47:08] openrec INFO: epoch: [64/100], global_step: 91800, lr: 0.000158, loss: 0.222731, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.28916 s, avg_samples: 93.8, ips: 324.38300 samples/s, eta: 5:44:12 +[2025/07/22 00:47:11] openrec INFO: epoch: [64/100], global_step: 91810, lr: 0.000158, loss: 0.243409, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29311 s, avg_samples: 93.4, ips: 318.64811 samples/s, eta: 5:44:07 +[2025/07/22 00:47:14] openrec INFO: epoch: [64/100], global_step: 91820, lr: 0.000158, loss: 0.266897, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29035 s, avg_samples: 101.9, ips: 350.95694 samples/s, eta: 5:44:03 +[2025/07/22 00:47:17] openrec INFO: epoch: [64/100], global_step: 91830, lr: 0.000158, loss: 0.274771, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29782 s, avg_samples: 69.9, ips: 234.70239 samples/s, eta: 5:43:58 +[2025/07/22 00:47:20] openrec INFO: epoch: [64/100], global_step: 91840, lr: 0.000158, loss: 0.218004, avg_reader_cost: 0.00608 s, avg_batch_cost: 0.29324 s, avg_samples: 97.2, ips: 331.46719 samples/s, eta: 5:43:54 +[2025/07/22 00:47:23] openrec INFO: epoch: [64/100], global_step: 91850, lr: 0.000158, loss: 0.207737, avg_reader_cost: 0.00615 s, avg_batch_cost: 0.29267 s, avg_samples: 108.3, ips: 370.04296 samples/s, eta: 5:43:49 +[2025/07/22 00:47:26] openrec INFO: epoch: [64/100], global_step: 91860, lr: 0.000157, loss: 0.187706, avg_reader_cost: 0.00609 s, avg_batch_cost: 0.29206 s, avg_samples: 90.0, ips: 308.16019 samples/s, eta: 5:43:44 +[2025/07/22 00:47:29] openrec INFO: epoch: [64/100], global_step: 91870, lr: 0.000157, loss: 0.172206, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29094 s, avg_samples: 88.3, ips: 303.49560 samples/s, eta: 5:43:40 +[2025/07/22 00:47:32] openrec INFO: epoch: [64/100], global_step: 91880, lr: 0.000157, loss: 0.218069, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.28510 s, avg_samples: 98.5, ips: 345.49219 samples/s, eta: 5:43:35 +[2025/07/22 00:47:35] openrec INFO: epoch: [64/100], global_step: 91890, lr: 0.000157, loss: 0.202783, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.29947 s, avg_samples: 110.6, ips: 369.32122 samples/s, eta: 5:43:31 +[2025/07/22 00:47:38] openrec INFO: epoch: [64/100], global_step: 91900, lr: 0.000157, loss: 0.189698, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29693 s, avg_samples: 98.1, ips: 330.37585 samples/s, eta: 5:43:26 +[2025/07/22 00:47:39] openrec INFO: epoch: [64/100], global_step: 91904, lr: 0.000157, loss: 0.203728, avg_reader_cost: 0.00217 s, avg_batch_cost: 0.11193 s, avg_samples: 44.8, ips: 400.25949 samples/s, eta: 5:43:24 +[2025/07/22 00:49:06] openrec INFO: cur metric, acc: 0.8417025420542213, norm_edit_dis: 0.9293387648696477, num_samples: 63646, fps: 1326.5236028552679 +[2025/07/22 00:49:07] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/22 00:49:07] openrec INFO: best metric, acc: 0.8417025420542213, norm_edit_dis: 0.9293387648696477, num_samples: 63646, fps: 1326.5236028552679, best_epoch: 64 +[2025/07/22 00:49:09] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/22 00:49:10] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_64.pth +[2025/07/22 00:49:12] openrec INFO: epoch: [65/100], global_step: 91910, lr: 0.000157, loss: 0.209753, avg_reader_cost: 9.18899 s, avg_batch_cost: 9.35819 s, avg_samples: 55.9, ips: 5.97338 samples/s, eta: 5:44:13 +[2025/07/22 00:49:15] openrec INFO: epoch: [65/100], global_step: 91920, lr: 0.000157, loss: 0.243956, avg_reader_cost: 0.00521 s, avg_batch_cost: 0.28591 s, avg_samples: 94.3, ips: 329.82524 samples/s, eta: 5:44:08 +[2025/07/22 00:49:18] openrec INFO: epoch: [65/100], global_step: 91930, lr: 0.000157, loss: 0.252048, avg_reader_cost: 0.00629 s, avg_batch_cost: 0.28905 s, avg_samples: 84.1, ips: 290.94964 samples/s, eta: 5:44:04 +[2025/07/22 00:49:21] openrec INFO: epoch: [65/100], global_step: 91940, lr: 0.000157, loss: 0.257496, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.29039 s, avg_samples: 83.6, ips: 287.88777 samples/s, eta: 5:43:59 +[2025/07/22 00:49:24] openrec INFO: epoch: [65/100], global_step: 91950, lr: 0.000157, loss: 0.253403, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.28791 s, avg_samples: 92.1, ips: 319.89157 samples/s, eta: 5:43:55 +[2025/07/22 00:49:27] openrec INFO: epoch: [65/100], global_step: 91960, lr: 0.000157, loss: 0.221281, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.28922 s, avg_samples: 104.5, ips: 361.31087 samples/s, eta: 5:43:50 +[2025/07/22 00:49:30] openrec INFO: epoch: [65/100], global_step: 91970, lr: 0.000157, loss: 0.251049, avg_reader_cost: 0.00562 s, avg_batch_cost: 0.28280 s, avg_samples: 96.0, ips: 339.45696 samples/s, eta: 5:43:45 +[2025/07/22 00:49:33] openrec INFO: epoch: [65/100], global_step: 91980, lr: 0.000157, loss: 0.254819, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.28868 s, avg_samples: 90.8, ips: 314.53200 samples/s, eta: 5:43:41 +[2025/07/22 00:49:35] openrec INFO: epoch: [65/100], global_step: 91990, lr: 0.000157, loss: 0.229604, avg_reader_cost: 0.00609 s, avg_batch_cost: 0.29208 s, avg_samples: 94.7, ips: 324.22849 samples/s, eta: 5:43:36 +[2025/07/22 00:49:38] openrec INFO: epoch: [65/100], global_step: 92000, lr: 0.000157, loss: 0.249044, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.29101 s, avg_samples: 91.7, ips: 315.11448 samples/s, eta: 5:43:31 +[2025/07/22 00:51:05] openrec INFO: cur metric, acc: 0.8408383871978068, norm_edit_dis: 0.9282667955500061, num_samples: 63646, fps: 1347.5915023128287 +[2025/07/22 00:51:05] openrec INFO: best metric, acc: 0.8417025420542213, norm_edit_dis: 0.9293387648696477, num_samples: 63646, fps: 1326.5236028552679, best_epoch: 64 +[2025/07/22 00:51:07] openrec INFO: epoch: [65/100], global_step: 92010, lr: 0.000157, loss: 0.257395, avg_reader_cost: 8.62614 s, avg_batch_cost: 8.90669 s, 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lr: 0.000156, loss: 0.194800, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.28281 s, avg_samples: 98.1, ips: 346.87480 samples/s, eta: 5:43:52 +[2025/07/22 00:51:25] openrec INFO: epoch: [65/100], global_step: 92070, lr: 0.000156, loss: 0.179278, avg_reader_cost: 0.00641 s, avg_batch_cost: 0.29191 s, avg_samples: 99.2, ips: 339.83654 samples/s, eta: 5:43:47 +[2025/07/22 00:51:28] openrec INFO: epoch: [65/100], global_step: 92080, lr: 0.000156, loss: 0.186487, avg_reader_cost: 0.00620 s, avg_batch_cost: 0.29255 s, avg_samples: 100.2, ips: 342.50445 samples/s, eta: 5:43:43 +[2025/07/22 00:51:31] openrec INFO: epoch: [65/100], global_step: 92090, lr: 0.000156, loss: 0.243188, avg_reader_cost: 0.00618 s, avg_batch_cost: 0.29405 s, avg_samples: 96.0, ips: 326.47064 samples/s, eta: 5:43:38 +[2025/07/22 00:51:34] openrec INFO: epoch: [65/100], global_step: 92100, lr: 0.000156, loss: 0.215389, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.28537 s, avg_samples: 108.3, ips: 379.50576 samples/s, 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+[2025/07/22 00:55:50] openrec INFO: epoch: [65/100], global_step: 92980, lr: 0.000152, loss: 0.248822, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.28797 s, avg_samples: 83.2, ips: 288.91423 samples/s, eta: 5:36:49 +[2025/07/22 00:55:53] openrec INFO: epoch: [65/100], global_step: 92990, lr: 0.000151, loss: 0.263067, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29194 s, avg_samples: 91.7, ips: 314.10284 samples/s, eta: 5:36:44 +[2025/07/22 00:55:56] openrec INFO: epoch: [65/100], global_step: 93000, lr: 0.000151, loss: 0.254287, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.29095 s, avg_samples: 84.1, ips: 289.05333 samples/s, eta: 5:36:39 +[2025/07/22 00:55:59] openrec INFO: epoch: [65/100], global_step: 93010, lr: 0.000151, loss: 0.261842, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29123 s, avg_samples: 98.1, ips: 336.85104 samples/s, eta: 5:36:35 +[2025/07/22 00:56:02] openrec INFO: epoch: [65/100], global_step: 93020, lr: 0.000151, loss: 0.228878, avg_reader_cost: 0.00567 s, 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5:35:08 +[2025/07/22 00:56:58] openrec INFO: epoch: [65/100], global_step: 93210, lr: 0.000150, loss: 0.224927, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.28583 s, avg_samples: 106.2, ips: 371.55591 samples/s, eta: 5:35:03 +[2025/07/22 00:57:01] openrec INFO: epoch: [65/100], global_step: 93220, lr: 0.000150, loss: 0.214550, avg_reader_cost: 0.00597 s, avg_batch_cost: 0.29767 s, avg_samples: 93.5, ips: 314.10423 samples/s, eta: 5:34:59 +[2025/07/22 00:57:04] openrec INFO: epoch: [65/100], global_step: 93230, lr: 0.000150, loss: 0.226033, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29590 s, avg_samples: 99.8, ips: 337.27123 samples/s, eta: 5:34:54 +[2025/07/22 00:57:07] openrec INFO: epoch: [65/100], global_step: 93240, lr: 0.000150, loss: 0.232985, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.28807 s, avg_samples: 97.3, ips: 337.76151 samples/s, eta: 5:34:50 +[2025/07/22 00:57:10] openrec INFO: epoch: [65/100], global_step: 93250, lr: 0.000150, loss: 0.253635, avg_reader_cost: 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INFO: epoch: [65/100], global_step: 93300, lr: 0.000150, loss: 0.278635, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29603 s, avg_samples: 86.5, ips: 292.20064 samples/s, eta: 5:34:22 +[2025/07/22 00:57:27] openrec INFO: epoch: [65/100], global_step: 93310, lr: 0.000150, loss: 0.215557, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29909 s, avg_samples: 93.5, ips: 312.61485 samples/s, eta: 5:34:18 +[2025/07/22 00:57:30] openrec INFO: epoch: [65/100], global_step: 93320, lr: 0.000150, loss: 0.203655, avg_reader_cost: 0.00619 s, avg_batch_cost: 0.29123 s, avg_samples: 104.5, ips: 358.82649 samples/s, eta: 5:34:13 +[2025/07/22 00:57:33] openrec INFO: epoch: [65/100], global_step: 93330, lr: 0.000150, loss: 0.263862, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.28530 s, avg_samples: 79.8, ips: 279.70081 samples/s, eta: 5:34:09 +[2025/07/22 00:57:36] openrec INFO: epoch: [65/100], global_step: 93340, lr: 0.000150, loss: 0.254388, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.29051 s, avg_samples: 96.0, ips: 330.44847 samples/s, eta: 5:34:04 +[2025/07/22 00:59:05] openrec INFO: cur metric, acc: 0.8382459226285632, norm_edit_dis: 0.9274626163324581, num_samples: 63646, fps: 1314.0073927213496 +[2025/07/22 00:59:05] openrec INFO: best metric, acc: 0.8417025420542213, norm_edit_dis: 0.9293387648696477, num_samples: 63646, fps: 1326.5236028552679, best_epoch: 64 +[2025/07/22 00:59:07] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/22 00:59:08] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_65.pth +[2025/07/22 00:59:11] openrec INFO: epoch: [66/100], global_step: 93350, lr: 0.000150, loss: 0.279755, avg_reader_cost: 9.24858 s, avg_batch_cost: 9.53043 s, avg_samples: 92.9, ips: 9.74773 samples/s, eta: 5:34:49 +[2025/07/22 00:59:14] openrec INFO: epoch: [66/100], global_step: 93360, lr: 0.000150, 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+[2025/07/22 00:59:29] openrec INFO: epoch: [66/100], global_step: 93410, lr: 0.000149, loss: 0.195407, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29136 s, avg_samples: 87.0, ips: 298.60265 samples/s, eta: 5:34:22 +[2025/07/22 00:59:32] openrec INFO: epoch: [66/100], global_step: 93420, lr: 0.000149, loss: 0.236891, avg_reader_cost: 0.00560 s, avg_batch_cost: 0.28752 s, avg_samples: 104.2, ips: 362.41450 samples/s, eta: 5:34:17 +[2025/07/22 00:59:35] openrec INFO: epoch: [66/100], global_step: 93430, lr: 0.000149, loss: 0.211949, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29837 s, avg_samples: 98.1, ips: 328.78766 samples/s, eta: 5:34:13 +[2025/07/22 00:59:38] openrec INFO: epoch: [66/100], global_step: 93440, lr: 0.000149, loss: 0.211949, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.28477 s, avg_samples: 99.8, ips: 350.45951 samples/s, eta: 5:34:08 +[2025/07/22 00:59:41] openrec INFO: epoch: [66/100], global_step: 93450, lr: 0.000149, loss: 0.170602, avg_reader_cost: 0.00587 s, 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eta: 5:30:56 +[2025/07/22 01:01:44] openrec INFO: epoch: [66/100], global_step: 93870, lr: 0.000147, loss: 0.256880, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.28496 s, avg_samples: 85.9, ips: 301.44326 samples/s, eta: 5:30:52 +[2025/07/22 01:01:47] openrec INFO: epoch: [66/100], global_step: 93880, lr: 0.000147, loss: 0.232162, avg_reader_cost: 0.00630 s, avg_batch_cost: 0.28690 s, avg_samples: 106.2, ips: 370.16921 samples/s, eta: 5:30:47 +[2025/07/22 01:01:50] openrec INFO: epoch: [66/100], global_step: 93890, lr: 0.000147, loss: 0.248949, avg_reader_cost: 0.00605 s, avg_batch_cost: 0.28422 s, avg_samples: 86.2, ips: 303.28262 samples/s, eta: 5:30:42 +[2025/07/22 01:01:53] openrec INFO: epoch: [66/100], global_step: 93900, lr: 0.000147, loss: 0.259384, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.28673 s, avg_samples: 90.0, ips: 313.88933 samples/s, eta: 5:30:38 +[2025/07/22 01:01:56] openrec INFO: epoch: [66/100], global_step: 93910, lr: 0.000147, loss: 0.275059, 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+[2025/07/22 01:03:58] openrec INFO: epoch: [66/100], global_step: 94030, lr: 0.000146, loss: 0.229173, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.28710 s, avg_samples: 98.7, ips: 343.78590 samples/s, eta: 5:30:25 +[2025/07/22 01:04:01] openrec INFO: epoch: [66/100], global_step: 94040, lr: 0.000146, loss: 0.185336, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.28923 s, avg_samples: 90.9, ips: 314.28372 samples/s, eta: 5:30:20 +[2025/07/22 01:04:04] openrec INFO: epoch: [66/100], global_step: 94050, lr: 0.000146, loss: 0.218881, avg_reader_cost: 0.00562 s, avg_batch_cost: 0.29304 s, avg_samples: 95.2, ips: 324.87404 samples/s, eta: 5:30:15 +[2025/07/22 01:04:07] openrec INFO: epoch: [66/100], global_step: 94060, lr: 0.000146, loss: 0.218881, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29020 s, avg_samples: 104.0, ips: 358.37328 samples/s, eta: 5:30:11 +[2025/07/22 01:04:10] openrec INFO: epoch: [66/100], global_step: 94070, lr: 0.000146, loss: 0.203132, avg_reader_cost: 0.00589 s, 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[66/100], global_step: 94670, lr: 0.000143, loss: 0.207441, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.29444 s, avg_samples: 100.2, ips: 340.31005 samples/s, eta: 5:25:33 +[2025/07/22 01:07:08] openrec INFO: epoch: [66/100], global_step: 94680, lr: 0.000143, loss: 0.236015, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.28765 s, avg_samples: 77.7, ips: 270.11863 samples/s, eta: 5:25:28 +[2025/07/22 01:07:11] openrec INFO: epoch: [66/100], global_step: 94690, lr: 0.000143, loss: 0.227332, avg_reader_cost: 0.00611 s, avg_batch_cost: 0.28904 s, avg_samples: 115.2, ips: 398.56287 samples/s, eta: 5:25:23 +[2025/07/22 01:07:14] openrec INFO: epoch: [66/100], global_step: 94700, lr: 0.000143, loss: 0.207862, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.28927 s, avg_samples: 87.9, ips: 303.86325 samples/s, eta: 5:25:19 +[2025/07/22 01:07:17] openrec INFO: epoch: [66/100], global_step: 94710, lr: 0.000142, loss: 0.238963, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.28864 s, avg_samples: 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num_samples: 63646, fps: 1332.2356297539313, best_epoch: 66 +[2025/07/22 01:09:07] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/22 01:09:07] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_66.pth +[2025/07/22 01:09:09] openrec INFO: epoch: [67/100], global_step: 94780, lr: 0.000142, loss: 0.224698, avg_reader_cost: 9.19930 s, avg_batch_cost: 9.31127 s, avg_samples: 44.8, ips: 4.81137 samples/s, eta: 5:25:30 +[2025/07/22 01:09:12] openrec INFO: epoch: [67/100], global_step: 94790, lr: 0.000142, loss: 0.221033, avg_reader_cost: 0.00499 s, avg_batch_cost: 0.28690 s, avg_samples: 87.1, ips: 303.58975 samples/s, eta: 5:25:25 +[2025/07/22 01:09:15] openrec INFO: epoch: [67/100], global_step: 94800, lr: 0.000142, loss: 0.213383, avg_reader_cost: 0.00561 s, avg_batch_cost: 0.29198 s, avg_samples: 93.8, ips: 321.25359 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INFO: epoch: [67/100], global_step: 95770, lr: 0.000137, loss: 0.239596, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.28578 s, avg_samples: 95.5, ips: 334.17699 samples/s, eta: 5:18:00 +[2025/07/22 01:14:01] openrec INFO: epoch: [67/100], global_step: 95780, lr: 0.000137, loss: 0.203484, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.28401 s, avg_samples: 91.2, ips: 321.11116 samples/s, eta: 5:17:55 +[2025/07/22 01:14:04] openrec INFO: epoch: [67/100], global_step: 95790, lr: 0.000137, loss: 0.217225, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.29518 s, avg_samples: 103.3, ips: 349.95928 samples/s, eta: 5:17:51 +[2025/07/22 01:14:07] openrec INFO: epoch: [67/100], global_step: 95800, lr: 0.000137, loss: 0.224210, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.29091 s, avg_samples: 100.9, ips: 346.83723 samples/s, eta: 5:17:46 +[2025/07/22 01:14:10] openrec INFO: epoch: [67/100], global_step: 95810, lr: 0.000137, loss: 0.199985, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28877 s, 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lr: 0.000137, loss: 0.249443, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29350 s, avg_samples: 85.3, ips: 290.63371 samples/s, eta: 5:17:19 +[2025/07/22 01:14:28] openrec INFO: epoch: [67/100], global_step: 95870, lr: 0.000136, loss: 0.225919, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29279 s, avg_samples: 90.8, ips: 310.12449 samples/s, eta: 5:17:14 +[2025/07/22 01:14:31] openrec INFO: epoch: [67/100], global_step: 95880, lr: 0.000136, loss: 0.148805, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.28686 s, avg_samples: 103.7, ips: 361.49658 samples/s, eta: 5:17:10 +[2025/07/22 01:14:34] openrec INFO: epoch: [67/100], global_step: 95890, lr: 0.000136, loss: 0.169943, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.29105 s, avg_samples: 97.6, ips: 335.33707 samples/s, eta: 5:17:05 +[2025/07/22 01:14:37] openrec INFO: epoch: [67/100], global_step: 95900, lr: 0.000136, loss: 0.195972, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29029 s, avg_samples: 94.7, ips: 326.22842 samples/s, eta: 5:17:01 +[2025/07/22 01:14:39] openrec INFO: epoch: [67/100], global_step: 95910, lr: 0.000136, loss: 0.221461, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.28660 s, avg_samples: 89.1, ips: 310.88910 samples/s, eta: 5:16:56 +[2025/07/22 01:14:42] openrec INFO: epoch: [67/100], global_step: 95920, lr: 0.000136, loss: 0.226673, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.28816 s, avg_samples: 98.7, ips: 342.52245 samples/s, eta: 5:16:52 +[2025/07/22 01:14:45] openrec INFO: epoch: [67/100], global_step: 95930, lr: 0.000136, loss: 0.222879, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28862 s, avg_samples: 99.0, ips: 343.01484 samples/s, eta: 5:16:47 +[2025/07/22 01:14:48] openrec INFO: epoch: [67/100], global_step: 95940, lr: 0.000136, loss: 0.251966, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29385 s, avg_samples: 106.6, ips: 362.77128 samples/s, eta: 5:16:43 +[2025/07/22 01:14:51] openrec INFO: epoch: [67/100], global_step: 95950, lr: 0.000136, loss: 0.234928, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.29183 s, avg_samples: 90.5, ips: 310.11687 samples/s, eta: 5:16:38 +[2025/07/22 01:14:54] openrec INFO: epoch: [67/100], global_step: 95960, lr: 0.000136, loss: 0.234928, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.29515 s, avg_samples: 90.8, ips: 307.63997 samples/s, eta: 5:16:34 +[2025/07/22 01:14:57] openrec INFO: epoch: [67/100], global_step: 95970, lr: 0.000136, loss: 0.191503, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29752 s, avg_samples: 90.5, ips: 304.18270 samples/s, eta: 5:16:29 +[2025/07/22 01:15:00] openrec INFO: epoch: [67/100], global_step: 95980, lr: 0.000136, loss: 0.203459, avg_reader_cost: 0.00563 s, avg_batch_cost: 0.30078 s, avg_samples: 108.7, ips: 361.39653 samples/s, eta: 5:16:25 +[2025/07/22 01:15:03] openrec INFO: epoch: [67/100], global_step: 95990, lr: 0.000136, loss: 0.171502, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.29173 s, avg_samples: 104.5, ips: 358.20861 samples/s, eta: 5:16:20 +[2025/07/22 01:15:06] openrec INFO: epoch: [67/100], global_step: 96000, lr: 0.000136, loss: 0.163985, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.28751 s, avg_samples: 107.4, ips: 373.54858 samples/s, eta: 5:16:16 +[2025/07/22 01:16:33] openrec INFO: cur metric, acc: 0.8439650565873793, norm_edit_dis: 0.9305235288463185, num_samples: 63646, fps: 1337.8985138147534 +[2025/07/22 01:16:34] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/22 01:16:34] openrec INFO: best metric, acc: 0.8439650565873793, norm_edit_dis: 0.9305235288463185, num_samples: 63646, fps: 1337.8985138147534, best_epoch: 67 +[2025/07/22 01:16:36] openrec INFO: epoch: [67/100], global_step: 96010, lr: 0.000136, loss: 0.193044, avg_reader_cost: 8.76206 s, avg_batch_cost: 9.04283 s, avg_samples: 103.6, ips: 11.45660 samples/s, eta: 5:16:55 +[2025/07/22 01:16:39] openrec INFO: epoch: [67/100], global_step: 96020, lr: 0.000136, loss: 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+[2025/07/22 01:16:54] openrec INFO: epoch: [67/100], global_step: 96070, lr: 0.000135, loss: 0.199038, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.28379 s, avg_samples: 78.6, ips: 276.96109 samples/s, eta: 5:16:27 +[2025/07/22 01:16:57] openrec INFO: epoch: [67/100], global_step: 96080, lr: 0.000135, loss: 0.199038, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.28998 s, avg_samples: 102.8, ips: 354.50851 samples/s, eta: 5:16:23 +[2025/07/22 01:16:59] openrec INFO: epoch: [67/100], global_step: 96090, lr: 0.000135, loss: 0.181674, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.29293 s, avg_samples: 82.5, ips: 281.64061 samples/s, eta: 5:16:18 +[2025/07/22 01:17:02] openrec INFO: epoch: [67/100], global_step: 96100, lr: 0.000135, loss: 0.207378, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29385 s, avg_samples: 90.5, ips: 307.97612 samples/s, eta: 5:16:14 +[2025/07/22 01:17:05] openrec INFO: epoch: [67/100], global_step: 96110, lr: 0.000135, loss: 0.206503, avg_reader_cost: 0.00587 s, 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[67/100], global_step: 96160, lr: 0.000135, loss: 0.154254, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.28850 s, avg_samples: 115.1, ips: 398.95592 samples/s, eta: 5:15:46 +[2025/07/22 01:17:23] openrec INFO: epoch: [67/100], global_step: 96170, lr: 0.000135, loss: 0.159503, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.29228 s, avg_samples: 97.6, ips: 333.92340 samples/s, eta: 5:15:42 +[2025/07/22 01:17:26] openrec INFO: epoch: [67/100], global_step: 96180, lr: 0.000135, loss: 0.255294, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.28774 s, avg_samples: 78.9, ips: 274.21045 samples/s, eta: 5:15:37 +[2025/07/22 01:17:29] openrec INFO: epoch: [67/100], global_step: 96190, lr: 0.000135, loss: 0.215385, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.28355 s, avg_samples: 108.3, ips: 381.94235 samples/s, eta: 5:15:33 +[2025/07/22 01:17:31] openrec INFO: epoch: [67/100], global_step: 96200, lr: 0.000135, loss: 0.211147, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.28586 s, avg_samples: 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ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_67.pth +[2025/07/22 01:19:08] openrec INFO: epoch: [68/100], global_step: 96220, lr: 0.000135, loss: 0.254201, avg_reader_cost: 9.10990 s, avg_batch_cost: 9.33096 s, avg_samples: 67.0, ips: 7.18040 samples/s, eta: 5:16:04 +[2025/07/22 01:19:11] openrec INFO: epoch: [68/100], global_step: 96230, lr: 0.000135, loss: 0.269305, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.29506 s, avg_samples: 82.7, ips: 280.28266 samples/s, eta: 5:15:59 +[2025/07/22 01:19:14] openrec INFO: epoch: [68/100], global_step: 96240, lr: 0.000135, loss: 0.223358, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.28786 s, avg_samples: 95.5, ips: 331.75785 samples/s, eta: 5:15:55 +[2025/07/22 01:19:17] openrec INFO: epoch: [68/100], global_step: 96250, lr: 0.000135, loss: 0.202895, avg_reader_cost: 0.00640 s, avg_batch_cost: 0.28976 s, avg_samples: 90.0, ips: 310.60227 samples/s, eta: 5:15:50 +[2025/07/22 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+[2025/07/22 01:28:01] openrec INFO: epoch: [69/100], global_step: 97730, lr: 0.000127, loss: 0.176289, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.28725 s, avg_samples: 76.9, ips: 267.71248 samples/s, eta: 5:05:25 +[2025/07/22 01:28:04] openrec INFO: epoch: [69/100], global_step: 97740, lr: 0.000127, loss: 0.167586, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29224 s, avg_samples: 89.7, ips: 306.94115 samples/s, eta: 5:05:20 +[2025/07/22 01:28:07] openrec INFO: epoch: [69/100], global_step: 97750, lr: 0.000127, loss: 0.185769, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.29054 s, avg_samples: 90.0, ips: 309.77256 samples/s, eta: 5:05:16 +[2025/07/22 01:28:10] openrec INFO: epoch: [69/100], global_step: 97760, lr: 0.000127, loss: 0.246023, avg_reader_cost: 0.00614 s, avg_batch_cost: 0.29308 s, avg_samples: 111.8, ips: 381.47109 samples/s, eta: 5:05:11 +[2025/07/22 01:28:13] openrec INFO: epoch: [69/100], global_step: 97770, lr: 0.000127, loss: 0.178710, avg_reader_cost: 0.00609 s, 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0.000126, loss: 0.184767, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.28496 s, avg_samples: 104.2, ips: 365.66339 samples/s, eta: 5:04:04 +[2025/07/22 01:28:56] openrec INFO: epoch: [69/100], global_step: 97920, lr: 0.000126, loss: 0.186169, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28726 s, avg_samples: 99.8, ips: 347.42154 samples/s, eta: 5:03:59 +[2025/07/22 01:28:59] openrec INFO: epoch: [69/100], global_step: 97930, lr: 0.000126, loss: 0.219615, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.28906 s, avg_samples: 90.4, ips: 312.74009 samples/s, eta: 5:03:55 +[2025/07/22 01:29:02] openrec INFO: epoch: [69/100], global_step: 97940, lr: 0.000126, loss: 0.214099, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.28966 s, avg_samples: 91.4, ips: 315.54472 samples/s, eta: 5:03:50 +[2025/07/22 01:29:05] openrec INFO: epoch: [69/100], global_step: 97950, lr: 0.000126, loss: 0.221564, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.28540 s, avg_samples: 115.2, ips: 403.64022 samples/s, eta: 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INFO: epoch: [69/100], global_step: 98120, lr: 0.000125, loss: 0.247161, avg_reader_cost: 0.00551 s, avg_batch_cost: 0.29625 s, avg_samples: 82.7, ips: 279.15265 samples/s, eta: 5:03:10 +[2025/07/22 01:31:25] openrec INFO: epoch: [69/100], global_step: 98130, lr: 0.000125, loss: 0.247866, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29183 s, avg_samples: 92.6, ips: 317.31257 samples/s, eta: 5:03:05 +[2025/07/22 01:31:28] openrec INFO: epoch: [69/100], global_step: 98140, lr: 0.000125, loss: 0.216987, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.28329 s, avg_samples: 85.0, ips: 300.04826 samples/s, eta: 5:03:01 +[2025/07/22 01:31:30] openrec INFO: epoch: [69/100], global_step: 98150, lr: 0.000125, loss: 0.201620, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.28122 s, avg_samples: 99.9, ips: 355.23297 samples/s, eta: 5:02:56 +[2025/07/22 01:31:33] openrec INFO: epoch: [69/100], global_step: 98160, lr: 0.000125, loss: 0.176480, avg_reader_cost: 0.00626 s, avg_batch_cost: 0.29392 s, 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avg_reader_cost: 0.00712 s, avg_batch_cost: 0.29322 s, avg_samples: 85.3, ips: 290.90923 samples/s, eta: 4:57:01 +[2025/07/22 01:35:24] openrec INFO: epoch: [69/100], global_step: 98950, lr: 0.000121, loss: 0.293041, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.28882 s, avg_samples: 89.1, ips: 308.49903 samples/s, eta: 4:56:57 +[2025/07/22 01:35:27] openrec INFO: epoch: [69/100], global_step: 98960, lr: 0.000121, loss: 0.221093, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.29126 s, avg_samples: 95.1, ips: 326.51747 samples/s, eta: 4:56:52 +[2025/07/22 01:35:30] openrec INFO: epoch: [69/100], global_step: 98970, lr: 0.000121, loss: 0.169428, avg_reader_cost: 0.00562 s, avg_batch_cost: 0.29048 s, avg_samples: 98.1, ips: 337.71733 samples/s, eta: 4:56:48 +[2025/07/22 01:35:33] openrec INFO: epoch: [69/100], global_step: 98980, lr: 0.000121, loss: 0.190406, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.28752 s, avg_samples: 96.9, ips: 337.02336 samples/s, eta: 4:56:43 +[2025/07/22 01:35:36] openrec INFO: epoch: [69/100], global_step: 98990, lr: 0.000121, loss: 0.169391, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.29476 s, avg_samples: 80.2, ips: 272.08527 samples/s, eta: 4:56:39 +[2025/07/22 01:35:39] openrec INFO: epoch: [69/100], global_step: 99000, lr: 0.000121, loss: 0.167822, avg_reader_cost: 0.00560 s, avg_batch_cost: 0.28639 s, avg_samples: 95.6, ips: 333.80985 samples/s, eta: 4:56:34 +[2025/07/22 01:35:42] openrec INFO: epoch: [69/100], global_step: 99010, lr: 0.000121, loss: 0.209242, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29867 s, avg_samples: 99.3, ips: 332.47258 samples/s, eta: 4:56:30 +[2025/07/22 01:35:45] openrec INFO: epoch: [69/100], global_step: 99020, lr: 0.000121, loss: 0.211534, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.28960 s, avg_samples: 94.7, ips: 327.00393 samples/s, eta: 4:56:25 +[2025/07/22 01:35:48] openrec INFO: epoch: [69/100], global_step: 99030, lr: 0.000121, loss: 0.200427, avg_reader_cost: 0.00635 s, 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[69/100], global_step: 99080, lr: 0.000120, loss: 0.260812, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29575 s, avg_samples: 81.0, ips: 273.88396 samples/s, eta: 4:55:59 +[2025/07/22 01:36:04] openrec INFO: epoch: [69/100], global_step: 99084, lr: 0.000120, loss: 0.260812, avg_reader_cost: 0.00230 s, avg_batch_cost: 0.11561 s, avg_samples: 34.1, ips: 294.96752 samples/s, eta: 4:55:57 +[2025/07/22 01:37:32] openrec INFO: cur metric, acc: 0.8451434495733992, norm_edit_dis: 0.9310223245816996, num_samples: 63646, fps: 1322.9480416847662 +[2025/07/22 01:37:32] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/22 01:37:32] openrec INFO: best metric, acc: 0.8451434495733992, norm_edit_dis: 0.9310223245816996, num_samples: 63646, fps: 1322.9480416847662, best_epoch: 69 +[2025/07/22 01:37:35] openrec INFO: save ckpt to 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+[2025/07/22 01:38:01] openrec INFO: epoch: [70/100], global_step: 99170, lr: 0.000120, loss: 0.185863, avg_reader_cost: 0.00555 s, avg_batch_cost: 0.29349 s, avg_samples: 96.7, ips: 329.47800 samples/s, eta: 4:56:00 +[2025/07/22 01:38:04] openrec INFO: epoch: [70/100], global_step: 99180, lr: 0.000120, loss: 0.187199, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.28145 s, avg_samples: 100.6, ips: 357.43615 samples/s, eta: 4:55:55 +[2025/07/22 01:38:07] openrec INFO: epoch: [70/100], global_step: 99190, lr: 0.000120, loss: 0.167979, avg_reader_cost: 0.00555 s, avg_batch_cost: 0.28113 s, avg_samples: 104.5, ips: 371.71535 samples/s, eta: 4:55:51 +[2025/07/22 01:38:10] openrec INFO: epoch: [70/100], global_step: 99200, lr: 0.000120, loss: 0.171851, avg_reader_cost: 0.00546 s, avg_batch_cost: 0.28841 s, avg_samples: 96.4, ips: 334.24796 samples/s, eta: 4:55:46 +[2025/07/22 01:38:12] openrec INFO: epoch: [70/100], global_step: 99210, lr: 0.000120, loss: 0.191146, avg_reader_cost: 0.00553 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[70/100], global_step: 99810, lr: 0.000117, loss: 0.180646, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.29357 s, avg_samples: 99.8, ips: 339.94767 samples/s, eta: 4:51:13 +[2025/07/22 01:41:11] openrec INFO: epoch: [70/100], global_step: 99820, lr: 0.000117, loss: 0.190790, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29485 s, avg_samples: 90.9, ips: 308.29164 samples/s, eta: 4:51:09 +[2025/07/22 01:41:14] openrec INFO: epoch: [70/100], global_step: 99830, lr: 0.000117, loss: 0.204644, avg_reader_cost: 0.00623 s, avg_batch_cost: 0.28867 s, avg_samples: 77.7, ips: 269.16978 samples/s, eta: 4:51:04 +[2025/07/22 01:41:16] openrec INFO: epoch: [70/100], global_step: 99840, lr: 0.000117, loss: 0.219556, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29302 s, avg_samples: 92.6, ips: 316.01475 samples/s, eta: 4:51:00 +[2025/07/22 01:41:19] openrec INFO: epoch: [70/100], global_step: 99850, lr: 0.000117, loss: 0.219556, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.29328 s, avg_samples: 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0.000116, loss: 0.190074, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28716 s, avg_samples: 104.5, ips: 363.90936 samples/s, eta: 4:50:33 +[2025/07/22 01:41:37] openrec INFO: epoch: [70/100], global_step: 99910, lr: 0.000116, loss: 0.207494, avg_reader_cost: 0.00626 s, avg_batch_cost: 0.29129 s, avg_samples: 86.2, ips: 295.92893 samples/s, eta: 4:50:28 +[2025/07/22 01:41:40] openrec INFO: epoch: [70/100], global_step: 99920, lr: 0.000116, loss: 0.211008, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.28333 s, avg_samples: 91.7, ips: 323.65202 samples/s, eta: 4:50:24 +[2025/07/22 01:41:43] openrec INFO: epoch: [70/100], global_step: 99930, lr: 0.000116, loss: 0.218750, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28909 s, avg_samples: 99.8, ips: 345.21855 samples/s, eta: 4:50:19 +[2025/07/22 01:41:46] openrec INFO: epoch: [70/100], global_step: 99940, lr: 0.000116, loss: 0.213756, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29845 s, avg_samples: 99.3, ips: 332.71722 samples/s, eta: 4:50:15 +[2025/07/22 01:41:49] openrec INFO: epoch: [70/100], global_step: 99950, lr: 0.000116, loss: 0.216655, avg_reader_cost: 0.00688 s, avg_batch_cost: 0.28797 s, avg_samples: 96.0, ips: 333.37066 samples/s, eta: 4:50:11 +[2025/07/22 01:41:52] openrec INFO: epoch: [70/100], global_step: 99960, lr: 0.000116, loss: 0.221941, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.28527 s, avg_samples: 99.9, ips: 350.19154 samples/s, eta: 4:50:06 +[2025/07/22 01:41:54] openrec INFO: epoch: [70/100], global_step: 99970, lr: 0.000116, loss: 0.219181, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.28601 s, avg_samples: 83.6, ips: 292.29849 samples/s, eta: 4:50:02 +[2025/07/22 01:41:57] openrec INFO: epoch: [70/100], global_step: 99980, lr: 0.000116, loss: 0.210608, avg_reader_cost: 0.00597 s, avg_batch_cost: 0.29728 s, avg_samples: 85.9, ips: 288.94854 samples/s, eta: 4:49:57 +[2025/07/22 01:42:00] openrec INFO: epoch: [70/100], global_step: 99990, lr: 0.000116, loss: 0.198357, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.28747 s, avg_samples: 101.1, ips: 351.69006 samples/s, eta: 4:49:53 +[2025/07/22 01:42:03] openrec INFO: epoch: [70/100], global_step: 100000, lr: 0.000116, loss: 0.205093, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.30187 s, avg_samples: 96.9, ips: 321.00011 samples/s, eta: 4:49:48 +[2025/07/22 01:43:30] openrec INFO: cur metric, acc: 0.8459604687103729, norm_edit_dis: 0.9317449230046768, num_samples: 63646, fps: 1342.4812275707948 +[2025/07/22 01:43:31] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/22 01:43:31] openrec INFO: best metric, acc: 0.8459604687103729, norm_edit_dis: 0.9317449230046768, num_samples: 63646, fps: 1342.4812275707948, best_epoch: 70 +[2025/07/22 01:43:33] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/iter_latest.pth +[2025/07/22 01:43:36] openrec INFO: epoch: [70/100], global_step: 100010, lr: 0.000116, loss: 0.217934, avg_reader_cost: 8.95755 s, avg_batch_cost: 9.24443 s, avg_samples: 85.4, ips: 9.23800 samples/s, eta: 4:50:23 +[2025/07/22 01:43:39] openrec INFO: epoch: [70/100], global_step: 100020, lr: 0.000116, loss: 0.206291, avg_reader_cost: 0.00639 s, avg_batch_cost: 0.29270 s, avg_samples: 101.9, ips: 348.13731 samples/s, eta: 4:50:18 +[2025/07/22 01:43:42] openrec INFO: epoch: [70/100], global_step: 100030, lr: 0.000116, loss: 0.189996, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.28727 s, avg_samples: 92.6, ips: 322.34786 samples/s, eta: 4:50:14 +[2025/07/22 01:43:45] openrec INFO: epoch: [70/100], global_step: 100040, lr: 0.000116, loss: 0.220136, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29121 s, avg_samples: 96.0, ips: 329.66383 samples/s, eta: 4:50:09 +[2025/07/22 01:43:47] openrec INFO: epoch: [70/100], global_step: 100050, lr: 0.000116, loss: 0.217366, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.28701 s, avg_samples: 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eta: 4:49:25 +[2025/07/22 01:44:17] openrec INFO: epoch: [70/100], global_step: 100150, lr: 0.000115, loss: 0.183382, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29511 s, avg_samples: 104.0, ips: 352.41599 samples/s, eta: 4:49:20 +[2025/07/22 01:44:20] openrec INFO: epoch: [70/100], global_step: 100160, lr: 0.000115, loss: 0.173769, avg_reader_cost: 0.00562 s, avg_batch_cost: 0.28794 s, avg_samples: 77.6, ips: 269.50380 samples/s, eta: 4:49:16 +[2025/07/22 01:44:23] openrec INFO: epoch: [70/100], global_step: 100170, lr: 0.000115, loss: 0.222939, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.29494 s, avg_samples: 110.0, ips: 372.95140 samples/s, eta: 4:49:11 +[2025/07/22 01:44:26] openrec INFO: epoch: [70/100], global_step: 100180, lr: 0.000115, loss: 0.237898, avg_reader_cost: 0.00607 s, avg_batch_cost: 0.29287 s, avg_samples: 87.0, ips: 297.06006 samples/s, eta: 4:49:07 +[2025/07/22 01:44:29] openrec INFO: epoch: [70/100], global_step: 100190, lr: 0.000115, loss: 0.215656, 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01:44:43] openrec INFO: epoch: [70/100], global_step: 100240, lr: 0.000115, loss: 0.209172, avg_reader_cost: 0.00609 s, avg_batch_cost: 0.28809 s, avg_samples: 89.6, ips: 311.01529 samples/s, eta: 4:48:40 +[2025/07/22 01:44:46] openrec INFO: epoch: [70/100], global_step: 100250, lr: 0.000115, loss: 0.199072, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.28857 s, avg_samples: 97.2, ips: 336.83836 samples/s, eta: 4:48:36 +[2025/07/22 01:44:49] openrec INFO: epoch: [70/100], global_step: 100260, lr: 0.000115, loss: 0.190888, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28483 s, avg_samples: 105.4, ips: 370.03938 samples/s, eta: 4:48:31 +[2025/07/22 01:44:52] openrec INFO: epoch: [70/100], global_step: 100270, lr: 0.000115, loss: 0.209593, avg_reader_cost: 0.00609 s, avg_batch_cost: 0.28952 s, avg_samples: 100.7, ips: 347.81338 samples/s, eta: 4:48:27 +[2025/07/22 01:44:55] openrec INFO: epoch: [70/100], global_step: 100280, lr: 0.000114, loss: 0.218018, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.29053 s, avg_samples: 90.9, ips: 312.88105 samples/s, eta: 4:48:22 +[2025/07/22 01:44:58] openrec INFO: epoch: [70/100], global_step: 100290, lr: 0.000114, loss: 0.210273, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.28341 s, avg_samples: 100.9, ips: 356.02496 samples/s, eta: 4:48:18 +[2025/07/22 01:45:00] openrec INFO: epoch: [70/100], global_step: 100300, lr: 0.000114, loss: 0.174194, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.28157 s, avg_samples: 91.7, ips: 325.67798 samples/s, eta: 4:48:13 +[2025/07/22 01:45:03] openrec INFO: epoch: [70/100], global_step: 100310, lr: 0.000114, loss: 0.178168, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.28309 s, avg_samples: 110.9, ips: 391.74353 samples/s, eta: 4:48:09 +[2025/07/22 01:45:06] openrec INFO: epoch: [70/100], global_step: 100320, lr: 0.000114, loss: 0.175625, avg_reader_cost: 0.00615 s, avg_batch_cost: 0.28546 s, avg_samples: 97.8, ips: 342.59926 samples/s, eta: 4:48:04 +[2025/07/22 01:45:09] openrec INFO: epoch: [70/100], global_step: 100330, lr: 0.000114, loss: 0.190146, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29861 s, avg_samples: 90.0, ips: 301.40114 samples/s, eta: 4:48:00 +[2025/07/22 01:45:12] openrec INFO: epoch: [70/100], global_step: 100340, lr: 0.000114, loss: 0.200123, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.28666 s, avg_samples: 85.3, ips: 297.56290 samples/s, eta: 4:47:55 +[2025/07/22 01:45:15] openrec INFO: epoch: [70/100], global_step: 100350, lr: 0.000114, loss: 0.193135, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.29350 s, avg_samples: 115.2, ips: 392.50583 samples/s, eta: 4:47:51 +[2025/07/22 01:45:18] openrec INFO: epoch: [70/100], global_step: 100360, lr: 0.000114, loss: 0.184799, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.28704 s, avg_samples: 95.0, ips: 330.96067 samples/s, eta: 4:47:46 +[2025/07/22 01:45:21] openrec INFO: epoch: [70/100], global_step: 100370, lr: 0.000114, loss: 0.183180, avg_reader_cost: 0.01202 s, avg_batch_cost: 0.29502 s, avg_samples: 79.8, ips: 270.49236 samples/s, eta: 4:47:42 +[2025/07/22 01:45:24] openrec INFO: epoch: [70/100], global_step: 100380, lr: 0.000114, loss: 0.213472, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29273 s, avg_samples: 103.6, ips: 353.91064 samples/s, eta: 4:47:37 +[2025/07/22 01:45:27] openrec INFO: epoch: [70/100], global_step: 100390, lr: 0.000114, loss: 0.208174, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29072 s, avg_samples: 98.2, ips: 337.77759 samples/s, eta: 4:47:33 +[2025/07/22 01:45:30] openrec INFO: epoch: [70/100], global_step: 100400, lr: 0.000114, loss: 0.200679, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29734 s, avg_samples: 104.5, ips: 351.45523 samples/s, eta: 4:47:29 +[2025/07/22 01:45:33] openrec INFO: epoch: [70/100], global_step: 100410, lr: 0.000114, loss: 0.182220, avg_reader_cost: 0.00613 s, avg_batch_cost: 0.29667 s, avg_samples: 92.6, ips: 312.13543 samples/s, eta: 4:47:24 +[2025/07/22 01:45:35] openrec INFO: epoch: [70/100], global_step: 100420, lr: 0.000114, loss: 0.177967, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.28576 s, avg_samples: 91.8, ips: 321.24917 samples/s, eta: 4:47:20 +[2025/07/22 01:45:38] openrec INFO: epoch: [70/100], global_step: 100430, lr: 0.000114, loss: 0.223854, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.28802 s, avg_samples: 82.7, ips: 287.13613 samples/s, eta: 4:47:15 +[2025/07/22 01:45:41] openrec INFO: epoch: [70/100], global_step: 100440, lr: 0.000114, loss: 0.218967, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29956 s, avg_samples: 95.5, ips: 318.80327 samples/s, eta: 4:47:11 +[2025/07/22 01:45:44] openrec INFO: epoch: [70/100], global_step: 100450, lr: 0.000114, loss: 0.207075, avg_reader_cost: 0.00609 s, avg_batch_cost: 0.28891 s, avg_samples: 96.9, ips: 335.39820 samples/s, eta: 4:47:06 +[2025/07/22 01:45:47] openrec INFO: epoch: [70/100], global_step: 100460, lr: 0.000114, loss: 0.255551, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.28219 s, avg_samples: 93.4, ips: 330.98805 samples/s, eta: 4:47:02 +[2025/07/22 01:45:50] openrec INFO: epoch: [70/100], global_step: 100470, lr: 0.000114, loss: 0.169650, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29383 s, avg_samples: 116.1, ips: 395.13049 samples/s, eta: 4:46:57 +[2025/07/22 01:45:53] openrec INFO: epoch: [70/100], global_step: 100480, lr: 0.000113, loss: 0.156100, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29133 s, avg_samples: 88.8, ips: 304.80658 samples/s, eta: 4:46:53 +[2025/07/22 01:45:56] openrec INFO: epoch: [70/100], global_step: 100490, lr: 0.000113, loss: 0.159936, avg_reader_cost: 0.00628 s, avg_batch_cost: 0.29670 s, avg_samples: 92.6, ips: 312.09685 samples/s, eta: 4:46:49 +[2025/07/22 01:45:59] openrec INFO: epoch: [70/100], global_step: 100500, lr: 0.000113, loss: 0.173340, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.28642 s, avg_samples: 87.9, ips: 306.89025 samples/s, eta: 4:46:44 +[2025/07/22 01:46:02] openrec INFO: epoch: [70/100], global_step: 100510, lr: 0.000113, loss: 0.202753, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.28753 s, avg_samples: 99.0, ips: 344.31436 samples/s, eta: 4:46:40 +[2025/07/22 01:46:05] openrec INFO: epoch: [70/100], global_step: 100520, lr: 0.000113, loss: 0.200606, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.29047 s, avg_samples: 89.5, ips: 308.12579 samples/s, eta: 4:46:35 +[2025/07/22 01:47:33] openrec INFO: cur metric, acc: 0.8457247901131689, norm_edit_dis: 0.9314591373470058, num_samples: 63646, fps: 1319.1556653331013 +[2025/07/22 01:47:33] openrec INFO: best metric, acc: 0.8459604687103729, norm_edit_dis: 0.9317449230046768, num_samples: 63646, fps: 1342.4812275707948, best_epoch: 70 +[2025/07/22 01:47:35] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/22 01:47:36] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_70.pth +[2025/07/22 01:47:40] openrec INFO: epoch: [71/100], global_step: 100530, lr: 0.000113, loss: 0.169963, avg_reader_cost: 9.21689 s, avg_batch_cost: 9.50478 s, avg_samples: 99.9, ips: 10.51050 samples/s, eta: 4:47:10 +[2025/07/22 01:47:43] openrec INFO: epoch: [71/100], global_step: 100540, lr: 0.000113, loss: 0.143013, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29387 s, avg_samples: 91.3, ips: 310.67802 samples/s, eta: 4:47:06 +[2025/07/22 01:47:46] openrec INFO: epoch: [71/100], global_step: 100550, lr: 0.000113, loss: 0.151381, avg_reader_cost: 0.00557 s, avg_batch_cost: 0.29312 s, avg_samples: 92.5, ips: 315.56787 samples/s, eta: 4:47:01 +[2025/07/22 01:47:49] openrec INFO: epoch: [71/100], global_step: 100560, lr: 0.000113, loss: 0.142369, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29584 s, avg_samples: 111.8, ips: 377.90774 samples/s, eta: 4:46:57 +[2025/07/22 01:47:52] openrec INFO: epoch: [71/100], global_step: 100570, lr: 0.000113, loss: 0.176016, avg_reader_cost: 0.00576 s, avg_batch_cost: 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global_step: 100620, lr: 0.000113, loss: 0.237592, avg_reader_cost: 0.00550 s, avg_batch_cost: 0.29229 s, avg_samples: 99.8, ips: 341.43677 samples/s, eta: 4:46:30 +[2025/07/22 01:48:09] openrec INFO: epoch: [71/100], global_step: 100630, lr: 0.000113, loss: 0.194515, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.28247 s, avg_samples: 93.9, ips: 332.43036 samples/s, eta: 4:46:25 +[2025/07/22 01:48:12] openrec INFO: epoch: [71/100], global_step: 100640, lr: 0.000113, loss: 0.198117, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29652 s, avg_samples: 77.7, ips: 262.03931 samples/s, eta: 4:46:21 +[2025/07/22 01:48:15] openrec INFO: epoch: [71/100], global_step: 100650, lr: 0.000113, loss: 0.233623, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.29200 s, avg_samples: 91.2, ips: 312.32906 samples/s, eta: 4:46:17 +[2025/07/22 01:48:18] openrec INFO: epoch: [71/100], global_step: 100660, lr: 0.000113, loss: 0.175802, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.29564 s, avg_samples: 99.3, 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epoch: [71/100], global_step: 101580, lr: 0.000108, loss: 0.162402, avg_reader_cost: 0.00621 s, avg_batch_cost: 0.29790 s, avg_samples: 109.2, ips: 366.56407 samples/s, eta: 4:39:23 +[2025/07/22 01:52:50] openrec INFO: epoch: [71/100], global_step: 101590, lr: 0.000108, loss: 0.168430, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.28870 s, avg_samples: 84.8, ips: 293.73250 samples/s, eta: 4:39:18 +[2025/07/22 01:52:53] openrec INFO: epoch: [71/100], global_step: 101600, lr: 0.000108, loss: 0.208074, avg_reader_cost: 0.00676 s, avg_batch_cost: 0.28384 s, avg_samples: 98.1, ips: 345.61320 samples/s, eta: 4:39:14 +[2025/07/22 01:52:56] openrec INFO: epoch: [71/100], global_step: 101610, lr: 0.000108, loss: 0.236428, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.28653 s, avg_samples: 78.9, ips: 275.36194 samples/s, eta: 4:39:10 +[2025/07/22 01:52:59] openrec INFO: epoch: [71/100], global_step: 101620, lr: 0.000108, loss: 0.180532, avg_reader_cost: 0.00612 s, avg_batch_cost: 0.29550 s, avg_samples: 92.6, ips: 313.36359 samples/s, eta: 4:39:05 +[2025/07/22 01:53:02] openrec INFO: epoch: [71/100], global_step: 101630, lr: 0.000108, loss: 0.161615, avg_reader_cost: 0.00611 s, avg_batch_cost: 0.29506 s, avg_samples: 104.0, ips: 352.46560 samples/s, eta: 4:39:01 +[2025/07/22 01:53:05] openrec INFO: epoch: [71/100], global_step: 101640, lr: 0.000108, loss: 0.199696, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.28882 s, avg_samples: 88.2, ips: 305.38101 samples/s, eta: 4:38:56 +[2025/07/22 01:53:08] openrec INFO: epoch: [71/100], global_step: 101650, lr: 0.000108, loss: 0.203873, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29360 s, avg_samples: 100.7, ips: 342.98815 samples/s, eta: 4:38:52 +[2025/07/22 01:53:11] openrec INFO: epoch: [71/100], global_step: 101660, lr: 0.000108, loss: 0.202446, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29910 s, avg_samples: 103.6, ips: 346.37409 samples/s, eta: 4:38:47 +[2025/07/22 01:53:14] openrec INFO: epoch: [71/100], global_step: 101670, lr: 0.000108, loss: 0.227143, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.29313 s, avg_samples: 98.1, ips: 334.66215 samples/s, eta: 4:38:43 +[2025/07/22 01:53:17] openrec INFO: epoch: [71/100], global_step: 101680, lr: 0.000108, loss: 0.212583, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29280 s, avg_samples: 97.3, ips: 332.31391 samples/s, eta: 4:38:39 +[2025/07/22 01:53:20] openrec INFO: epoch: [71/100], global_step: 101690, lr: 0.000108, loss: 0.209486, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29173 s, avg_samples: 90.3, ips: 309.53436 samples/s, eta: 4:38:34 +[2025/07/22 01:53:23] openrec INFO: epoch: [71/100], global_step: 101700, lr: 0.000108, loss: 0.229151, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29101 s, avg_samples: 89.5, ips: 307.55144 samples/s, eta: 4:38:30 +[2025/07/22 01:53:26] openrec INFO: epoch: [71/100], global_step: 101710, lr: 0.000108, loss: 0.202559, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.28881 s, avg_samples: 88.3, ips: 305.73919 samples/s, eta: 4:38:25 +[2025/07/22 01:53:28] openrec INFO: epoch: [71/100], global_step: 101720, lr: 0.000108, loss: 0.195936, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.28974 s, avg_samples: 107.5, ips: 371.01687 samples/s, eta: 4:38:21 +[2025/07/22 01:53:32] openrec INFO: epoch: [71/100], global_step: 101730, lr: 0.000108, loss: 0.186232, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.30004 s, avg_samples: 88.0, ips: 293.29469 samples/s, eta: 4:38:16 +[2025/07/22 01:53:34] openrec INFO: epoch: [71/100], global_step: 101740, lr: 0.000107, loss: 0.165215, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29706 s, avg_samples: 95.5, ips: 321.48182 samples/s, eta: 4:38:12 +[2025/07/22 01:53:37] openrec INFO: epoch: [71/100], global_step: 101750, lr: 0.000107, loss: 0.223797, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.28639 s, avg_samples: 83.6, ips: 291.90607 samples/s, eta: 4:38:08 +[2025/07/22 01:53:40] openrec INFO: epoch: [71/100], global_step: 101760, lr: 0.000107, loss: 0.235736, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.28938 s, avg_samples: 100.7, ips: 347.98824 samples/s, eta: 4:38:03 +[2025/07/22 01:53:43] openrec INFO: epoch: [71/100], global_step: 101770, lr: 0.000107, loss: 0.161954, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.28952 s, avg_samples: 110.9, ips: 383.04222 samples/s, eta: 4:37:59 +[2025/07/22 01:53:46] openrec INFO: epoch: [71/100], global_step: 101780, lr: 0.000107, loss: 0.176840, avg_reader_cost: 0.00632 s, avg_batch_cost: 0.29259 s, avg_samples: 101.1, ips: 345.53837 samples/s, eta: 4:37:54 +[2025/07/22 01:53:49] openrec INFO: epoch: [71/100], global_step: 101790, lr: 0.000107, loss: 0.175326, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29535 s, avg_samples: 95.6, ips: 323.67846 samples/s, eta: 4:37:50 +[2025/07/22 01:53:52] openrec INFO: epoch: [71/100], global_step: 101800, lr: 0.000107, loss: 0.194474, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29298 s, avg_samples: 91.7, ips: 312.98830 samples/s, eta: 4:37:45 +[2025/07/22 01:53:55] openrec INFO: epoch: [71/100], global_step: 101810, lr: 0.000107, loss: 0.205626, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29428 s, avg_samples: 99.8, ips: 339.12763 samples/s, eta: 4:37:41 +[2025/07/22 01:53:58] openrec INFO: epoch: [71/100], global_step: 101820, lr: 0.000107, loss: 0.195675, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29891 s, avg_samples: 90.4, ips: 302.43261 samples/s, eta: 4:37:37 +[2025/07/22 01:54:01] openrec INFO: epoch: [71/100], global_step: 101830, lr: 0.000107, loss: 0.183337, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.28954 s, avg_samples: 89.1, ips: 307.73386 samples/s, eta: 4:37:32 +[2025/07/22 01:54:04] openrec INFO: epoch: [71/100], global_step: 101840, lr: 0.000107, loss: 0.220063, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29542 s, avg_samples: 107.1, ips: 362.53361 samples/s, eta: 4:37:28 +[2025/07/22 01:54:07] openrec INFO: epoch: [71/100], global_step: 101850, lr: 0.000107, loss: 0.203579, avg_reader_cost: 0.00655 s, avg_batch_cost: 0.29553 s, avg_samples: 106.1, ips: 359.01970 samples/s, eta: 4:37:23 +[2025/07/22 01:54:10] openrec INFO: epoch: [71/100], global_step: 101860, lr: 0.000107, loss: 0.204013, avg_reader_cost: 0.00617 s, avg_batch_cost: 0.28831 s, avg_samples: 98.1, ips: 340.26108 samples/s, eta: 4:37:19 +[2025/07/22 01:54:13] openrec INFO: epoch: [71/100], global_step: 101870, lr: 0.000107, loss: 0.208003, avg_reader_cost: 0.00625 s, avg_batch_cost: 0.28921 s, avg_samples: 93.5, ips: 323.29408 samples/s, eta: 4:37:15 +[2025/07/22 01:54:16] openrec INFO: epoch: [71/100], global_step: 101880, lr: 0.000107, loss: 0.168948, avg_reader_cost: 0.00618 s, avg_batch_cost: 0.29715 s, avg_samples: 94.3, ips: 317.35286 samples/s, eta: 4:37:10 +[2025/07/22 01:54:19] openrec INFO: epoch: [71/100], global_step: 101890, lr: 0.000107, loss: 0.166469, avg_reader_cost: 0.00685 s, avg_batch_cost: 0.29043 s, avg_samples: 95.5, ips: 328.82408 samples/s, eta: 4:37:06 +[2025/07/22 01:54:21] openrec INFO: epoch: [71/100], global_step: 101900, lr: 0.000107, loss: 0.181755, avg_reader_cost: 0.00627 s, avg_batch_cost: 0.28788 s, avg_samples: 76.8, ips: 266.77361 samples/s, eta: 4:37:01 +[2025/07/22 01:54:24] openrec INFO: epoch: [71/100], global_step: 101910, lr: 0.000107, loss: 0.190162, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.29510 s, avg_samples: 110.9, ips: 375.81083 samples/s, eta: 4:36:57 +[2025/07/22 01:54:27] openrec INFO: epoch: [71/100], global_step: 101920, lr: 0.000107, loss: 0.212629, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29513 s, avg_samples: 78.9, ips: 267.33911 samples/s, eta: 4:36:52 +[2025/07/22 01:54:30] openrec INFO: epoch: [71/100], global_step: 101930, lr: 0.000107, loss: 0.271745, avg_reader_cost: 0.00618 s, avg_batch_cost: 0.29512 s, avg_samples: 83.6, ips: 283.27229 samples/s, eta: 4:36:48 +[2025/07/22 01:54:33] openrec INFO: epoch: [71/100], global_step: 101940, lr: 0.000107, loss: 0.213023, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29361 s, avg_samples: 94.3, ips: 321.17648 samples/s, eta: 4:36:44 +[2025/07/22 01:54:36] openrec INFO: epoch: [71/100], global_step: 101950, lr: 0.000106, loss: 0.170191, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.29372 s, avg_samples: 102.4, ips: 348.63423 samples/s, eta: 4:36:39 +[2025/07/22 01:54:38] openrec INFO: epoch: [71/100], global_step: 101956, lr: 0.000106, loss: 0.165491, avg_reader_cost: 0.00339 s, avg_batch_cost: 0.18098 s, avg_samples: 67.8, ips: 374.63228 samples/s, eta: 4:36:37 +[2025/07/22 01:56:05] openrec INFO: cur metric, acc: 0.8453162805446821, norm_edit_dis: 0.9310737052832476, num_samples: 63646, fps: 1331.2324318541241 +[2025/07/22 01:56:05] openrec INFO: best metric, acc: 0.8459604687103729, norm_edit_dis: 0.9317449230046768, num_samples: 63646, fps: 1342.4812275707948, best_epoch: 70 +[2025/07/22 01:56:08] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/22 01:56:08] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_71.pth +[2025/07/22 01:56:10] openrec INFO: epoch: [72/100], global_step: 101960, lr: 0.000106, loss: 0.165491, avg_reader_cost: 9.11689 s, avg_batch_cost: 9.23347 s, avg_samples: 37.9, ips: 4.10463 samples/s, eta: 4:37:12 +[2025/07/22 01:56:13] openrec INFO: epoch: [72/100], global_step: 101970, lr: 0.000106, loss: 0.187767, avg_reader_cost: 0.00560 s, avg_batch_cost: 0.29966 s, avg_samples: 84.1, ips: 280.65204 samples/s, eta: 4:37:08 +[2025/07/22 01:56:16] openrec INFO: epoch: [72/100], global_step: 101980, lr: 0.000106, loss: 0.208568, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.28893 s, avg_samples: 100.8, ips: 348.87019 samples/s, eta: 4:37:03 +[2025/07/22 01:56:19] openrec INFO: epoch: [72/100], global_step: 101990, lr: 0.000106, loss: 0.206596, avg_reader_cost: 0.00631 s, avg_batch_cost: 0.29302 s, avg_samples: 102.8, ips: 350.83282 samples/s, eta: 4:36:59 +[2025/07/22 01:56:22] openrec INFO: epoch: [72/100], global_step: 102000, lr: 0.000106, loss: 0.210652, avg_reader_cost: 0.00559 s, avg_batch_cost: 0.29360 s, avg_samples: 100.7, ips: 342.98208 samples/s, eta: 4:36:54 +[2025/07/22 01:57:50] openrec INFO: cur metric, acc: 0.8446092447530702, norm_edit_dis: 0.9304270852361937, num_samples: 63646, fps: 1308.9393372991424 +[2025/07/22 01:57:50] openrec INFO: best metric, acc: 0.8459604687103729, norm_edit_dis: 0.9317449230046768, num_samples: 63646, fps: 1342.4812275707948, best_epoch: 70 +[2025/07/22 01:57:53] openrec INFO: epoch: [72/100], global_step: 102010, lr: 0.000106, loss: 0.208513, avg_reader_cost: 8.81584 s, avg_batch_cost: 9.09639 s, avg_samples: 85.0, ips: 9.34437 samples/s, eta: 4:37:26 +[2025/07/22 01:57:56] openrec INFO: epoch: [72/100], global_step: 102020, lr: 0.000106, loss: 0.202963, avg_reader_cost: 0.00614 s, avg_batch_cost: 0.28867 s, avg_samples: 92.9, ips: 321.82064 samples/s, eta: 4:37:21 +[2025/07/22 01:57:59] openrec INFO: epoch: [72/100], global_step: 102030, lr: 0.000106, loss: 0.162405, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.28836 s, avg_samples: 92.1, ips: 319.39475 samples/s, eta: 4:37:17 +[2025/07/22 01:58:02] openrec INFO: epoch: [72/100], global_step: 102040, lr: 0.000106, loss: 0.173813, avg_reader_cost: 0.00626 s, avg_batch_cost: 0.28829 s, avg_samples: 91.7, ips: 318.08714 samples/s, eta: 4:37:12 +[2025/07/22 01:58:05] openrec INFO: epoch: [72/100], global_step: 102050, lr: 0.000106, loss: 0.189072, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.28424 s, avg_samples: 103.3, ips: 363.42386 samples/s, eta: 4:37:08 +[2025/07/22 01:58:08] openrec INFO: epoch: [72/100], global_step: 102060, lr: 0.000106, loss: 0.221098, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.28708 s, avg_samples: 98.1, ips: 341.72150 samples/s, eta: 4:37:03 +[2025/07/22 01:58:11] openrec INFO: epoch: [72/100], global_step: 102070, lr: 0.000106, loss: 0.202597, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.28862 s, avg_samples: 99.8, ips: 345.78590 samples/s, eta: 4:36:59 +[2025/07/22 01:58:14] openrec INFO: epoch: [72/100], global_step: 102080, lr: 0.000106, loss: 0.176504, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.29531 s, avg_samples: 80.7, ips: 273.26896 samples/s, eta: 4:36:55 +[2025/07/22 01:58:16] openrec INFO: epoch: [72/100], global_step: 102090, lr: 0.000106, loss: 0.188526, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29384 s, avg_samples: 91.2, ips: 310.36939 samples/s, eta: 4:36:50 +[2025/07/22 01:58:19] openrec INFO: epoch: [72/100], global_step: 102100, lr: 0.000106, loss: 0.194524, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29765 s, avg_samples: 101.9, ips: 342.34524 samples/s, eta: 4:36:46 +[2025/07/22 01:58:23] openrec INFO: epoch: [72/100], global_step: 102110, lr: 0.000106, loss: 0.208012, avg_reader_cost: 0.00560 s, avg_batch_cost: 0.30333 s, avg_samples: 90.0, ips: 296.71102 samples/s, eta: 4:36:41 +[2025/07/22 01:58:26] openrec INFO: 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+[2025/07/22 02:02:41] openrec INFO: epoch: [72/100], global_step: 102990, lr: 0.000102, loss: 0.189220, avg_reader_cost: 0.00612 s, avg_batch_cost: 0.29183 s, avg_samples: 101.1, ips: 346.43679 samples/s, eta: 4:30:12 +[2025/07/22 02:02:44] openrec INFO: epoch: [72/100], global_step: 103000, lr: 0.000102, loss: 0.172479, avg_reader_cost: 0.00610 s, avg_batch_cost: 0.29250 s, avg_samples: 100.8, ips: 344.61022 samples/s, eta: 4:30:07 +[2025/07/22 02:02:47] openrec INFO: epoch: [72/100], global_step: 103010, lr: 0.000102, loss: 0.148302, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.28893 s, avg_samples: 107.1, ips: 370.67828 samples/s, eta: 4:30:03 +[2025/07/22 02:02:50] openrec INFO: epoch: [72/100], global_step: 103020, lr: 0.000101, loss: 0.142029, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29452 s, avg_samples: 103.3, ips: 350.74130 samples/s, eta: 4:29:58 +[2025/07/22 02:02:53] openrec INFO: epoch: [72/100], global_step: 103030, lr: 0.000101, loss: 0.153442, avg_reader_cost: 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INFO: epoch: [72/100], global_step: 103080, lr: 0.000101, loss: 0.236338, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.29248 s, avg_samples: 85.7, ips: 293.00758 samples/s, eta: 4:29:32 +[2025/07/22 02:03:10] openrec INFO: epoch: [72/100], global_step: 103090, lr: 0.000101, loss: 0.199017, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.29427 s, avg_samples: 99.0, ips: 336.42871 samples/s, eta: 4:29:28 +[2025/07/22 02:03:13] openrec INFO: epoch: [72/100], global_step: 103100, lr: 0.000101, loss: 0.169510, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.29283 s, avg_samples: 96.4, ips: 329.20257 samples/s, eta: 4:29:23 +[2025/07/22 02:03:16] openrec INFO: epoch: [72/100], global_step: 103110, lr: 0.000101, loss: 0.166420, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.28972 s, avg_samples: 96.0, ips: 331.35017 samples/s, eta: 4:29:19 +[2025/07/22 02:03:19] openrec INFO: epoch: [72/100], global_step: 103120, lr: 0.000101, loss: 0.210679, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29348 s, 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epoch: [72/100], global_step: 103392, lr: 0.000100, loss: 0.199209, avg_reader_cost: 0.00085 s, avg_batch_cost: 0.05732 s, avg_samples: 19.2, ips: 334.95536 samples/s, eta: 4:27:14 +[2025/07/22 02:06:06] openrec INFO: cur metric, acc: 0.8477673379556032, norm_edit_dis: 0.9323036291677714, num_samples: 63646, fps: 1326.5980869147108 +[2025/07/22 02:06:07] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/22 02:06:07] openrec INFO: best metric, acc: 0.8477673379556032, norm_edit_dis: 0.9323036291677714, num_samples: 63646, fps: 1326.5980869147108, best_epoch: 72 +[2025/07/22 02:06:10] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/22 02:06:10] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_72.pth +[2025/07/22 02:06:13] openrec INFO: epoch: [73/100], global_step: 103400, lr: 0.000100, loss: 0.188061, avg_reader_cost: 9.21771 s, avg_batch_cost: 9.44442 s, avg_samples: 66.1, ips: 6.99884 samples/s, eta: 4:27:47 +[2025/07/22 02:06:16] openrec INFO: epoch: [73/100], global_step: 103410, lr: 0.000100, loss: 0.185212, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.28585 s, avg_samples: 89.5, ips: 313.10660 samples/s, eta: 4:27:42 +[2025/07/22 02:06:19] openrec INFO: epoch: [73/100], global_step: 103420, lr: 0.000100, loss: 0.173325, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.29685 s, avg_samples: 92.3, ips: 310.93068 samples/s, eta: 4:27:38 +[2025/07/22 02:06:22] openrec INFO: epoch: [73/100], global_step: 103430, lr: 0.000100, loss: 0.230857, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29004 s, avg_samples: 80.6, ips: 277.88981 samples/s, eta: 4:27:34 +[2025/07/22 02:06:25] openrec INFO: epoch: [73/100], global_step: 103440, lr: 0.000100, loss: 0.202703, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29395 s, 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avg_reader_cost: 0.00574 s, avg_batch_cost: 0.29414 s, avg_samples: 102.8, ips: 349.49431 samples/s, eta: 4:23:26 +[2025/07/22 02:09:09] openrec INFO: epoch: [73/100], global_step: 104000, lr: 0.000097, loss: 0.159301, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29234 s, avg_samples: 102.8, ips: 351.64117 samples/s, eta: 4:23:22 +[2025/07/22 02:10:35] openrec INFO: cur metric, acc: 0.847814473675044, norm_edit_dis: 0.9324607586302088, num_samples: 63646, fps: 1341.6694397983558 +[2025/07/22 02:10:36] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/22 02:10:36] openrec INFO: best metric, acc: 0.847814473675044, norm_edit_dis: 0.9324607586302088, num_samples: 63646, fps: 1341.6694397983558, best_epoch: 73 +[2025/07/22 02:10:39] openrec INFO: epoch: [73/100], global_step: 104010, lr: 0.000097, loss: 0.149538, avg_reader_cost: 8.74343 s, avg_batch_cost: 9.02236 s, avg_samples: 94.3, ips: 10.45181 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0.178614, avg_reader_cost: 0.00632 s, avg_batch_cost: 0.29016 s, avg_samples: 109.7, ips: 378.07313 samples/s, eta: 4:18:07 +[2025/07/22 02:14:29] openrec INFO: epoch: [73/100], global_step: 104800, lr: 0.000093, loss: 0.180149, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29164 s, avg_samples: 102.8, ips: 352.49502 samples/s, eta: 4:18:03 +[2025/07/22 02:14:32] openrec INFO: epoch: [73/100], global_step: 104810, lr: 0.000093, loss: 0.159600, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.28737 s, avg_samples: 97.8, ips: 340.32914 samples/s, eta: 4:17:59 +[2025/07/22 02:14:35] openrec INFO: epoch: [73/100], global_step: 104820, lr: 0.000093, loss: 0.172248, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.28589 s, avg_samples: 84.8, ips: 296.61938 samples/s, eta: 4:17:54 +[2025/07/22 02:14:38] openrec INFO: epoch: [73/100], global_step: 104828, lr: 0.000093, loss: 0.165951, avg_reader_cost: 0.00477 s, avg_batch_cost: 0.23535 s, avg_samples: 74.3, ips: 315.70451 samples/s, eta: 4:17:51 +[2025/07/22 02:16:05] openrec INFO: cur metric, acc: 0.8466989283149453, norm_edit_dis: 0.9318414285287339, num_samples: 63646, fps: 1322.4116772357452 +[2025/07/22 02:16:05] openrec INFO: best metric, acc: 0.847814473675044, norm_edit_dis: 0.9324607586302088, num_samples: 63646, fps: 1341.6694397983558, best_epoch: 73 +[2025/07/22 02:16:08] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/22 02:16:08] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_73.pth +[2025/07/22 02:16:10] openrec INFO: epoch: [74/100], global_step: 104830, lr: 0.000093, loss: 0.166629, avg_reader_cost: 9.13814 s, avg_batch_cost: 9.19264 s, avg_samples: 21.3, ips: 2.31707 samples/s, eta: 4:18:23 +[2025/07/22 02:16:12] openrec INFO: epoch: [74/100], global_step: 104840, lr: 0.000093, loss: 0.166629, avg_reader_cost: 0.00533 s, avg_batch_cost: 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+[2025/07/22 02:17:08] openrec INFO: epoch: [74/100], global_step: 105030, lr: 0.000092, loss: 0.197056, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29158 s, avg_samples: 101.9, ips: 349.47580 samples/s, eta: 4:16:55 +[2025/07/22 02:17:10] openrec INFO: epoch: [74/100], global_step: 105040, lr: 0.000092, loss: 0.123084, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.28275 s, avg_samples: 88.0, ips: 311.23421 samples/s, eta: 4:16:51 +[2025/07/22 02:17:13] openrec INFO: epoch: [74/100], global_step: 105050, lr: 0.000092, loss: 0.208741, avg_reader_cost: 0.00616 s, avg_batch_cost: 0.28892 s, avg_samples: 96.0, ips: 332.27734 samples/s, eta: 4:16:47 +[2025/07/22 02:17:16] openrec INFO: epoch: [74/100], global_step: 105060, lr: 0.000092, loss: 0.256572, avg_reader_cost: 0.00605 s, avg_batch_cost: 0.28724 s, avg_samples: 106.2, ips: 369.72060 samples/s, eta: 4:16:42 +[2025/07/22 02:17:19] openrec INFO: epoch: [74/100], global_step: 105070, lr: 0.000092, loss: 0.182664, avg_reader_cost: 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openrec INFO: epoch: [74/100], global_step: 105120, lr: 0.000092, loss: 0.165390, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.29252 s, avg_samples: 95.5, ips: 326.47386 samples/s, eta: 4:16:16 +[2025/07/22 02:17:37] openrec INFO: epoch: [74/100], global_step: 105130, lr: 0.000092, loss: 0.190471, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29139 s, avg_samples: 93.4, ips: 320.52712 samples/s, eta: 4:16:11 +[2025/07/22 02:17:40] openrec INFO: epoch: [74/100], global_step: 105140, lr: 0.000092, loss: 0.175617, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.28968 s, avg_samples: 99.0, ips: 341.75639 samples/s, eta: 4:16:07 +[2025/07/22 02:17:43] openrec INFO: epoch: [74/100], global_step: 105150, lr: 0.000092, loss: 0.161277, avg_reader_cost: 0.00612 s, avg_batch_cost: 0.29208 s, avg_samples: 107.1, ips: 366.68614 samples/s, eta: 4:16:03 +[2025/07/22 02:17:46] openrec INFO: epoch: [74/100], global_step: 105160, lr: 0.000092, loss: 0.182721, avg_reader_cost: 0.00588 s, avg_batch_cost: 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+[2025/07/22 02:20:41] openrec INFO: epoch: [74/100], global_step: 105760, lr: 0.000089, loss: 0.199003, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.30425 s, avg_samples: 94.3, ips: 309.94379 samples/s, eta: 4:11:35 +[2025/07/22 02:20:44] openrec INFO: epoch: [74/100], global_step: 105770, lr: 0.000089, loss: 0.225211, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.29762 s, avg_samples: 81.9, ips: 275.18681 samples/s, eta: 4:11:31 +[2025/07/22 02:20:47] openrec INFO: epoch: [74/100], global_step: 105780, lr: 0.000089, loss: 0.224239, avg_reader_cost: 0.00611 s, avg_batch_cost: 0.28884 s, avg_samples: 93.8, ips: 324.75053 samples/s, eta: 4:11:27 +[2025/07/22 02:20:50] openrec INFO: epoch: [74/100], global_step: 105790, lr: 0.000089, loss: 0.175466, avg_reader_cost: 0.00597 s, avg_batch_cost: 0.28997 s, avg_samples: 89.1, ips: 307.27340 samples/s, eta: 4:11:22 +[2025/07/22 02:20:53] openrec INFO: epoch: [74/100], global_step: 105800, lr: 0.000089, loss: 0.175545, avg_reader_cost: 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+[2025/07/22 02:23:50] openrec INFO: epoch: [74/100], global_step: 106110, lr: 0.000088, loss: 0.228825, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.28403 s, avg_samples: 99.8, ips: 351.37713 samples/s, eta: 4:09:33 +[2025/07/22 02:23:53] openrec INFO: epoch: [74/100], global_step: 106120, lr: 0.000088, loss: 0.240265, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29172 s, avg_samples: 100.2, ips: 343.47675 samples/s, eta: 4:09:29 +[2025/07/22 02:23:56] openrec INFO: epoch: [74/100], global_step: 106130, lr: 0.000087, loss: 0.241935, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.28069 s, avg_samples: 83.2, ips: 296.40858 samples/s, eta: 4:09:24 +[2025/07/22 02:23:59] openrec INFO: epoch: [74/100], global_step: 106140, lr: 0.000087, loss: 0.232819, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29051 s, avg_samples: 96.0, ips: 330.44999 samples/s, eta: 4:09:20 +[2025/07/22 02:24:02] openrec INFO: epoch: [74/100], global_step: 106150, lr: 0.000087, loss: 0.179720, avg_reader_cost: 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INFO: epoch: [74/100], global_step: 106200, lr: 0.000087, loss: 0.198068, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29302 s, avg_samples: 82.4, ips: 281.21274 samples/s, eta: 4:08:54 +[2025/07/22 02:24:20] openrec INFO: epoch: [74/100], global_step: 106210, lr: 0.000087, loss: 0.155869, avg_reader_cost: 0.00621 s, avg_batch_cost: 0.29474 s, avg_samples: 83.2, ips: 282.28113 samples/s, eta: 4:08:49 +[2025/07/22 02:24:23] openrec INFO: epoch: [74/100], global_step: 106220, lr: 0.000087, loss: 0.170723, avg_reader_cost: 0.00614 s, avg_batch_cost: 0.29122 s, avg_samples: 106.2, ips: 364.67082 samples/s, eta: 4:08:45 +[2025/07/22 02:24:26] openrec INFO: epoch: [74/100], global_step: 106230, lr: 0.000087, loss: 0.223201, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.29035 s, avg_samples: 91.2, ips: 314.10884 samples/s, eta: 4:08:40 +[2025/07/22 02:24:29] openrec INFO: epoch: [74/100], global_step: 106240, lr: 0.000087, loss: 0.211382, avg_reader_cost: 0.00639 s, avg_batch_cost: 0.29877 s, avg_samples: 81.0, ips: 271.10751 samples/s, eta: 4:08:36 +[2025/07/22 02:24:32] openrec INFO: epoch: [74/100], global_step: 106250, lr: 0.000087, loss: 0.175324, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29603 s, avg_samples: 97.8, ips: 330.37661 samples/s, eta: 4:08:32 +[2025/07/22 02:24:35] openrec INFO: epoch: [74/100], global_step: 106260, lr: 0.000087, loss: 0.180959, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.29868 s, avg_samples: 116.4, ips: 389.71652 samples/s, eta: 4:08:27 +[2025/07/22 02:24:36] openrec INFO: epoch: [74/100], global_step: 106264, lr: 0.000087, loss: 0.191720, avg_reader_cost: 0.00258 s, avg_batch_cost: 0.11590 s, avg_samples: 34.1, ips: 294.22777 samples/s, eta: 4:08:26 +[2025/07/22 02:26:03] openrec INFO: cur metric, acc: 0.8490871380999454, norm_edit_dis: 0.9338139365216344, num_samples: 63646, fps: 1326.237741896622 +[2025/07/22 02:26:04] openrec INFO: save ckpt to 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+[2025/07/22 02:26:42] openrec INFO: epoch: [75/100], global_step: 106380, lr: 0.000086, loss: 0.177757, avg_reader_cost: 0.00561 s, avg_batch_cost: 0.29079 s, avg_samples: 93.4, ips: 321.19069 samples/s, eta: 4:08:07 +[2025/07/22 02:26:44] openrec INFO: epoch: [75/100], global_step: 106390, lr: 0.000086, loss: 0.152076, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.27970 s, avg_samples: 92.6, ips: 331.07268 samples/s, eta: 4:08:03 +[2025/07/22 02:26:47] openrec INFO: epoch: [75/100], global_step: 106400, lr: 0.000086, loss: 0.187386, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29980 s, avg_samples: 91.7, ips: 305.86670 samples/s, eta: 4:07:58 +[2025/07/22 02:26:50] openrec INFO: epoch: [75/100], global_step: 106410, lr: 0.000086, loss: 0.188668, avg_reader_cost: 0.00654 s, avg_batch_cost: 0.28940 s, avg_samples: 103.6, ips: 357.97801 samples/s, eta: 4:07:54 +[2025/07/22 02:26:53] openrec INFO: epoch: [75/100], global_step: 106420, lr: 0.000086, loss: 0.198611, avg_reader_cost: 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INFO: epoch: [75/100], global_step: 107520, lr: 0.000081, loss: 0.154995, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.30353 s, avg_samples: 102.3, ips: 337.03325 samples/s, eta: 3:59:49 +[2025/07/22 02:32:18] openrec INFO: epoch: [75/100], global_step: 107530, lr: 0.000081, loss: 0.143678, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.29711 s, avg_samples: 90.0, ips: 302.92277 samples/s, eta: 3:59:45 +[2025/07/22 02:32:21] openrec INFO: epoch: [75/100], global_step: 107540, lr: 0.000081, loss: 0.154763, avg_reader_cost: 0.00624 s, avg_batch_cost: 0.28650 s, avg_samples: 98.8, ips: 344.85467 samples/s, eta: 3:59:41 +[2025/07/22 02:32:24] openrec INFO: epoch: [75/100], global_step: 107550, lr: 0.000081, loss: 0.168153, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29413 s, avg_samples: 92.6, ips: 314.82773 samples/s, eta: 3:59:36 +[2025/07/22 02:32:27] openrec INFO: epoch: [75/100], global_step: 107560, lr: 0.000081, loss: 0.196175, avg_reader_cost: 0.00553 s, avg_batch_cost: 0.28867 s, avg_samples: 98.0, ips: 339.48276 samples/s, eta: 3:59:32 +[2025/07/22 02:32:30] openrec INFO: epoch: [75/100], global_step: 107570, lr: 0.000081, loss: 0.155725, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29347 s, avg_samples: 96.4, ips: 328.48164 samples/s, eta: 3:59:28 +[2025/07/22 02:32:33] openrec INFO: epoch: [75/100], global_step: 107580, lr: 0.000081, loss: 0.150422, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.29069 s, avg_samples: 93.4, ips: 321.30515 samples/s, eta: 3:59:23 +[2025/07/22 02:32:35] openrec INFO: epoch: [75/100], global_step: 107590, lr: 0.000081, loss: 0.244243, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.28603 s, avg_samples: 99.8, ips: 348.91366 samples/s, eta: 3:59:19 +[2025/07/22 02:32:38] openrec INFO: epoch: [75/100], global_step: 107600, lr: 0.000081, loss: 0.187366, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29273 s, avg_samples: 99.0, ips: 338.19671 samples/s, eta: 3:59:15 +[2025/07/22 02:32:41] openrec INFO: epoch: [75/100], global_step: 107610, lr: 0.000081, loss: 0.175689, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29376 s, avg_samples: 90.0, ips: 306.37679 samples/s, eta: 3:59:10 +[2025/07/22 02:32:44] openrec INFO: epoch: [75/100], global_step: 107620, lr: 0.000081, loss: 0.210585, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.29136 s, avg_samples: 86.2, ips: 295.85700 samples/s, eta: 3:59:06 +[2025/07/22 02:32:47] openrec INFO: epoch: [75/100], global_step: 107630, lr: 0.000081, loss: 0.193695, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29146 s, avg_samples: 99.8, ips: 342.40925 samples/s, eta: 3:59:02 +[2025/07/22 02:32:50] openrec INFO: epoch: [75/100], global_step: 107640, lr: 0.000081, loss: 0.234048, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.28719 s, avg_samples: 78.6, ips: 273.69024 samples/s, eta: 3:58:57 +[2025/07/22 02:32:53] openrec INFO: epoch: [75/100], global_step: 107650, lr: 0.000081, loss: 0.208110, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.28557 s, avg_samples: 95.2, ips: 333.36381 samples/s, eta: 3:58:53 +[2025/07/22 02:32:56] openrec INFO: epoch: [75/100], global_step: 107660, lr: 0.000081, loss: 0.168288, avg_reader_cost: 0.00625 s, avg_batch_cost: 0.29192 s, avg_samples: 98.8, ips: 338.44942 samples/s, eta: 3:58:48 +[2025/07/22 02:32:59] openrec INFO: epoch: [75/100], global_step: 107670, lr: 0.000081, loss: 0.135431, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29365 s, avg_samples: 89.2, ips: 303.76515 samples/s, eta: 3:58:44 +[2025/07/22 02:33:02] openrec INFO: epoch: [75/100], global_step: 107680, lr: 0.000081, loss: 0.135431, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.29827 s, avg_samples: 100.6, ips: 337.27748 samples/s, eta: 3:58:40 +[2025/07/22 02:33:05] openrec INFO: epoch: [75/100], global_step: 107690, lr: 0.000081, loss: 0.160726, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.28327 s, avg_samples: 104.5, ips: 368.90397 samples/s, eta: 3:58:35 +[2025/07/22 02:33:08] openrec INFO: epoch: [75/100], global_step: 107700, lr: 0.000081, loss: 0.146685, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.28568 s, avg_samples: 98.7, ips: 345.48557 samples/s, eta: 3:58:31 +[2025/07/22 02:34:35] openrec INFO: cur metric, acc: 0.8486786285314586, norm_edit_dis: 0.9334719544894012, num_samples: 63646, fps: 1324.8032351261163 +[2025/07/22 02:34:35] openrec INFO: best metric, acc: 0.8490871380999454, norm_edit_dis: 0.9338139365216344, num_samples: 63646, fps: 1326.237741896622, best_epoch: 74 +[2025/07/22 02:34:38] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/22 02:34:38] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_75.pth +[2025/07/22 02:34:42] openrec INFO: epoch: [76/100], global_step: 107710, lr: 0.000081, loss: 0.128545, avg_reader_cost: 9.14234 s, avg_batch_cost: 9.43805 s, avg_samples: 102.4, ips: 10.84970 samples/s, eta: 3:58:57 +[2025/07/22 02:34:45] openrec INFO: epoch: [76/100], global_step: 107720, lr: 0.000081, loss: 0.207642, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29011 s, avg_samples: 72.2, ips: 248.86773 samples/s, eta: 3:58:53 +[2025/07/22 02:34:48] openrec INFO: epoch: [76/100], global_step: 107730, lr: 0.000081, loss: 0.238709, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.28803 s, avg_samples: 82.7, ips: 287.11897 samples/s, eta: 3:58:48 +[2025/07/22 02:34:51] openrec INFO: epoch: [76/100], global_step: 107740, lr: 0.000081, loss: 0.173869, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.29485 s, avg_samples: 106.9, ips: 362.55361 samples/s, eta: 3:58:44 +[2025/07/22 02:34:54] openrec INFO: epoch: [76/100], global_step: 107750, lr: 0.000081, loss: 0.141912, avg_reader_cost: 0.00605 s, avg_batch_cost: 0.29913 s, avg_samples: 119.0, ips: 397.82661 samples/s, eta: 3:58:40 +[2025/07/22 02:34:57] openrec INFO: epoch: [76/100], global_step: 107760, lr: 0.000080, loss: 0.150320, avg_reader_cost: 0.00560 s, avg_batch_cost: 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global_step: 107810, lr: 0.000080, loss: 0.175419, avg_reader_cost: 0.00554 s, avg_batch_cost: 0.29685 s, avg_samples: 84.5, ips: 284.65814 samples/s, eta: 3:58:14 +[2025/07/22 02:35:14] openrec INFO: epoch: [76/100], global_step: 107820, lr: 0.000080, loss: 0.178472, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29386 s, avg_samples: 102.8, ips: 349.83200 samples/s, eta: 3:58:09 +[2025/07/22 02:35:17] openrec INFO: epoch: [76/100], global_step: 107830, lr: 0.000080, loss: 0.187861, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.29537 s, avg_samples: 99.8, ips: 337.88015 samples/s, eta: 3:58:05 +[2025/07/22 02:35:20] openrec INFO: epoch: [76/100], global_step: 107840, lr: 0.000080, loss: 0.189770, avg_reader_cost: 0.00645 s, avg_batch_cost: 0.30646 s, avg_samples: 98.1, ips: 320.10813 samples/s, eta: 3:58:01 +[2025/07/22 02:35:23] openrec INFO: epoch: [76/100], global_step: 107850, lr: 0.000080, loss: 0.165025, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.28671 s, avg_samples: 112.6, 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3:57:17 +[2025/07/22 02:35:52] openrec INFO: epoch: [76/100], global_step: 107950, lr: 0.000080, loss: 0.146074, avg_reader_cost: 0.00561 s, avg_batch_cost: 0.29083 s, avg_samples: 113.5, ips: 390.25881 samples/s, eta: 3:57:13 +[2025/07/22 02:35:55] openrec INFO: epoch: [76/100], global_step: 107960, lr: 0.000080, loss: 0.160226, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29754 s, avg_samples: 91.7, ips: 308.19537 samples/s, eta: 3:57:08 +[2025/07/22 02:35:58] openrec INFO: epoch: [76/100], global_step: 107970, lr: 0.000080, loss: 0.165294, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29122 s, avg_samples: 93.4, ips: 320.71994 samples/s, eta: 3:57:04 +[2025/07/22 02:36:01] openrec INFO: epoch: [76/100], global_step: 107980, lr: 0.000080, loss: 0.191551, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.28916 s, avg_samples: 90.0, ips: 311.24556 samples/s, eta: 3:57:00 +[2025/07/22 02:36:04] openrec INFO: epoch: [76/100], global_step: 107990, lr: 0.000079, loss: 0.159190, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.28386 s, avg_samples: 97.6, ips: 343.83067 samples/s, eta: 3:56:55 +[2025/07/22 02:36:07] openrec INFO: epoch: [76/100], global_step: 108000, lr: 0.000079, loss: 0.149143, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29463 s, avg_samples: 101.9, ips: 345.86096 samples/s, eta: 3:56:51 +[2025/07/22 02:37:33] openrec INFO: cur metric, acc: 0.8482386951500112, norm_edit_dis: 0.9325931267158364, num_samples: 63646, fps: 1342.5478186416442 +[2025/07/22 02:37:33] openrec INFO: best metric, acc: 0.8490871380999454, norm_edit_dis: 0.9338139365216344, num_samples: 63646, fps: 1326.237741896622, best_epoch: 74 +[2025/07/22 02:37:36] openrec INFO: epoch: [76/100], global_step: 108010, lr: 0.000079, loss: 0.159423, avg_reader_cost: 8.63006 s, avg_batch_cost: 8.90731 s, avg_samples: 108.3, ips: 12.15855 samples/s, eta: 3:57:15 +[2025/07/22 02:37:39] openrec INFO: epoch: [76/100], global_step: 108020, lr: 0.000079, loss: 0.170643, avg_reader_cost: 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samples/s, eta: 3:50:35 +[2025/07/22 02:42:08] openrec INFO: epoch: [76/100], global_step: 108940, lr: 0.000076, loss: 0.157593, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.28774 s, avg_samples: 84.8, ips: 294.70851 samples/s, eta: 3:50:31 +[2025/07/22 02:42:11] openrec INFO: epoch: [76/100], global_step: 108950, lr: 0.000075, loss: 0.152559, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29038 s, avg_samples: 105.4, ips: 362.97161 samples/s, eta: 3:50:27 +[2025/07/22 02:42:14] openrec INFO: epoch: [76/100], global_step: 108960, lr: 0.000075, loss: 0.179420, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.28563 s, avg_samples: 97.3, ips: 340.65409 samples/s, eta: 3:50:22 +[2025/07/22 02:42:17] openrec INFO: epoch: [76/100], global_step: 108970, lr: 0.000075, loss: 0.191707, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.29128 s, avg_samples: 92.6, ips: 317.90667 samples/s, eta: 3:50:18 +[2025/07/22 02:42:20] openrec INFO: epoch: [76/100], global_step: 108980, lr: 0.000075, loss: 0.178016, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.28965 s, avg_samples: 99.8, ips: 344.55044 samples/s, eta: 3:50:13 +[2025/07/22 02:42:23] openrec INFO: epoch: [76/100], global_step: 108990, lr: 0.000075, loss: 0.179680, avg_reader_cost: 0.00970 s, avg_batch_cost: 0.29805 s, avg_samples: 90.4, ips: 303.30275 samples/s, eta: 3:50:09 +[2025/07/22 02:42:26] openrec INFO: epoch: [76/100], global_step: 109000, lr: 0.000075, loss: 0.178842, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.29159 s, avg_samples: 91.2, ips: 312.76529 samples/s, eta: 3:50:05 +[2025/07/22 02:42:29] openrec INFO: epoch: [76/100], global_step: 109010, lr: 0.000075, loss: 0.165183, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.29519 s, avg_samples: 99.3, ips: 336.39748 samples/s, eta: 3:50:01 +[2025/07/22 02:42:32] openrec INFO: epoch: [76/100], global_step: 109020, lr: 0.000075, loss: 0.177839, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29105 s, avg_samples: 100.7, ips: 345.98338 samples/s, eta: 3:49:56 +[2025/07/22 02:42:34] openrec INFO: epoch: [76/100], global_step: 109030, lr: 0.000075, loss: 0.135470, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.28360 s, avg_samples: 93.0, ips: 327.92669 samples/s, eta: 3:49:52 +[2025/07/22 02:42:37] openrec INFO: epoch: [76/100], global_step: 109040, lr: 0.000075, loss: 0.143212, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.29647 s, avg_samples: 85.0, ips: 286.70475 samples/s, eta: 3:49:48 +[2025/07/22 02:42:40] openrec INFO: epoch: [76/100], global_step: 109050, lr: 0.000075, loss: 0.168472, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29638 s, avg_samples: 99.0, ips: 334.03220 samples/s, eta: 3:49:43 +[2025/07/22 02:42:43] openrec INFO: epoch: [76/100], global_step: 109060, lr: 0.000075, loss: 0.164777, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29592 s, avg_samples: 97.3, ips: 328.80512 samples/s, eta: 3:49:39 +[2025/07/22 02:42:46] openrec INFO: epoch: [76/100], global_step: 109070, lr: 0.000075, loss: 0.141544, avg_reader_cost: 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openrec INFO: epoch: [76/100], global_step: 109120, lr: 0.000075, loss: 0.177229, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.28429 s, avg_samples: 105.4, ips: 370.74379 samples/s, eta: 3:49:13 +[2025/07/22 02:43:04] openrec INFO: epoch: [76/100], global_step: 109130, lr: 0.000075, loss: 0.162112, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29438 s, avg_samples: 99.4, ips: 337.65692 samples/s, eta: 3:49:09 +[2025/07/22 02:43:06] openrec INFO: epoch: [76/100], global_step: 109136, lr: 0.000075, loss: 0.173245, avg_reader_cost: 0.00350 s, avg_batch_cost: 0.17288 s, avg_samples: 51.2, ips: 296.15501 samples/s, eta: 3:49:06 +[2025/07/22 02:44:34] openrec INFO: cur metric, acc: 0.8501398358341231, norm_edit_dis: 0.9340403731285978, num_samples: 63646, fps: 1320.4053031320198 +[2025/07/22 02:44:34] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/22 02:44:34] openrec INFO: best metric, acc: 0.8501398358341231, norm_edit_dis: 0.9340403731285978, num_samples: 63646, fps: 1320.4053031320198, best_epoch: 76 +[2025/07/22 02:44:37] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/22 02:44:37] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_76.pth +[2025/07/22 02:44:39] openrec INFO: epoch: [77/100], global_step: 109140, lr: 0.000075, loss: 0.173652, avg_reader_cost: 9.26050 s, avg_batch_cost: 9.37247 s, avg_samples: 32.0, ips: 3.41425 samples/s, eta: 3:49:33 +[2025/07/22 02:44:42] openrec INFO: epoch: [77/100], global_step: 109150, lr: 0.000075, loss: 0.177756, avg_reader_cost: 0.00553 s, avg_batch_cost: 0.29637 s, avg_samples: 89.6, ips: 302.32696 samples/s, eta: 3:49:29 +[2025/07/22 02:44:45] openrec INFO: epoch: [77/100], global_step: 109160, lr: 0.000075, loss: 0.182307, avg_reader_cost: 0.00569 s, 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epoch: [77/100], global_step: 109210, lr: 0.000074, loss: 0.173931, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.28971 s, avg_samples: 72.2, ips: 249.21529 samples/s, eta: 3:49:03 +[2025/07/22 02:45:03] openrec INFO: epoch: [77/100], global_step: 109220, lr: 0.000074, loss: 0.222317, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.29400 s, avg_samples: 73.7, ips: 250.67929 samples/s, eta: 3:48:59 +[2025/07/22 02:45:06] openrec INFO: epoch: [77/100], global_step: 109230, lr: 0.000074, loss: 0.181012, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29469 s, avg_samples: 92.6, ips: 314.22324 samples/s, eta: 3:48:54 +[2025/07/22 02:45:08] openrec INFO: epoch: [77/100], global_step: 109240, lr: 0.000074, loss: 0.189979, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.28939 s, avg_samples: 100.2, ips: 346.24508 samples/s, eta: 3:48:50 +[2025/07/22 02:45:11] openrec INFO: epoch: [77/100], global_step: 109250, lr: 0.000074, loss: 0.201891, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29024 s, 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+[2025/07/22 02:46:07] openrec INFO: epoch: [77/100], global_step: 109440, lr: 0.000073, loss: 0.154506, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.28374 s, avg_samples: 94.3, ips: 332.35199 samples/s, eta: 3:47:23 +[2025/07/22 02:46:10] openrec INFO: epoch: [77/100], global_step: 109450, lr: 0.000073, loss: 0.154506, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.28588 s, avg_samples: 90.0, ips: 314.81789 samples/s, eta: 3:47:19 +[2025/07/22 02:46:13] openrec INFO: epoch: [77/100], global_step: 109460, lr: 0.000073, loss: 0.194524, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.28923 s, avg_samples: 87.9, ips: 303.90842 samples/s, eta: 3:47:15 +[2025/07/22 02:46:16] openrec INFO: epoch: [77/100], global_step: 109470, lr: 0.000073, loss: 0.230914, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.28420 s, avg_samples: 103.3, ips: 363.47255 samples/s, eta: 3:47:10 +[2025/07/22 02:46:18] openrec INFO: epoch: [77/100], global_step: 109480, lr: 0.000073, loss: 0.137178, avg_reader_cost: 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INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/iter_latest.pth +[2025/07/22 02:50:22] openrec INFO: epoch: [77/100], global_step: 110010, lr: 0.000071, loss: 0.144445, avg_reader_cost: 8.93681 s, avg_batch_cost: 9.21999 s, avg_samples: 99.3, ips: 10.77008 samples/s, eta: 3:43:44 +[2025/07/22 02:50:25] openrec INFO: epoch: [77/100], global_step: 110020, lr: 0.000071, loss: 0.183701, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29846 s, avg_samples: 94.3, ips: 315.95038 samples/s, eta: 3:43:40 +[2025/07/22 02:50:28] openrec INFO: epoch: [77/100], global_step: 110030, lr: 0.000071, loss: 0.194783, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.28757 s, avg_samples: 82.7, ips: 287.58504 samples/s, eta: 3:43:35 +[2025/07/22 02:50:31] openrec INFO: epoch: [77/100], global_step: 110040, lr: 0.000071, loss: 0.176138, avg_reader_cost: 0.00557 s, avg_batch_cost: 0.29390 s, avg_samples: 82.8, ips: 281.72506 samples/s, eta: 3:43:31 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global_step: 110230, lr: 0.000070, loss: 0.194491, avg_reader_cost: 0.00560 s, avg_batch_cost: 0.28272 s, avg_samples: 99.0, ips: 350.17369 samples/s, eta: 3:42:09 +[2025/07/22 02:51:30] openrec INFO: epoch: [77/100], global_step: 110240, lr: 0.000070, loss: 0.204684, avg_reader_cost: 0.00615 s, avg_batch_cost: 0.29138 s, avg_samples: 91.7, ips: 314.71068 samples/s, eta: 3:42:04 +[2025/07/22 02:51:33] openrec INFO: epoch: [77/100], global_step: 110250, lr: 0.000070, loss: 0.184692, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.28906 s, avg_samples: 101.0, ips: 349.40275 samples/s, eta: 3:42:00 +[2025/07/22 02:51:35] openrec INFO: epoch: [77/100], global_step: 110260, lr: 0.000070, loss: 0.181009, avg_reader_cost: 0.00605 s, avg_batch_cost: 0.28598 s, avg_samples: 93.4, ips: 326.60077 samples/s, eta: 3:41:56 +[2025/07/22 02:51:38] openrec INFO: epoch: [77/100], global_step: 110270, lr: 0.000070, loss: 0.193927, avg_reader_cost: 0.00561 s, avg_batch_cost: 0.28919 s, avg_samples: 99.0, 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loss: 0.224173, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.29213 s, avg_samples: 91.7, ips: 313.90194 samples/s, eta: 3:41:30 +[2025/07/22 02:51:56] openrec INFO: epoch: [77/100], global_step: 110330, lr: 0.000070, loss: 0.155551, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.29262 s, avg_samples: 100.7, ips: 344.13659 samples/s, eta: 3:41:26 +[2025/07/22 02:51:59] openrec INFO: epoch: [77/100], global_step: 110340, lr: 0.000070, loss: 0.147439, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29291 s, avg_samples: 108.3, ips: 369.73561 samples/s, eta: 3:41:21 +[2025/07/22 02:52:02] openrec INFO: epoch: [77/100], global_step: 110350, lr: 0.000070, loss: 0.147439, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28296 s, avg_samples: 110.4, ips: 390.16518 samples/s, eta: 3:41:17 +[2025/07/22 02:52:05] openrec INFO: epoch: [77/100], global_step: 110360, lr: 0.000070, loss: 0.191043, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.28633 s, avg_samples: 95.5, ips: 333.53101 samples/s, eta: 3:41:13 +[2025/07/22 02:52:08] openrec INFO: epoch: [77/100], global_step: 110370, lr: 0.000070, loss: 0.191520, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29284 s, avg_samples: 88.6, ips: 302.55111 samples/s, eta: 3:41:08 +[2025/07/22 02:52:11] openrec INFO: epoch: [77/100], global_step: 110380, lr: 0.000070, loss: 0.172420, avg_reader_cost: 0.00620 s, avg_batch_cost: 0.29352 s, avg_samples: 89.6, ips: 305.26547 samples/s, eta: 3:41:04 +[2025/07/22 02:52:14] openrec INFO: epoch: [77/100], global_step: 110390, lr: 0.000070, loss: 0.172556, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.29638 s, avg_samples: 81.9, ips: 276.33575 samples/s, eta: 3:41:00 +[2025/07/22 02:52:17] openrec INFO: epoch: [77/100], global_step: 110400, lr: 0.000070, loss: 0.176415, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.28895 s, avg_samples: 95.2, ips: 329.46973 samples/s, eta: 3:40:55 +[2025/07/22 02:52:20] openrec INFO: epoch: [77/100], global_step: 110410, lr: 0.000070, loss: 0.155825, avg_reader_cost: 0.00629 s, avg_batch_cost: 0.29774 s, avg_samples: 104.0, ips: 349.29284 samples/s, eta: 3:40:51 +[2025/07/22 02:52:23] openrec INFO: epoch: [77/100], global_step: 110420, lr: 0.000070, loss: 0.147007, avg_reader_cost: 0.00613 s, avg_batch_cost: 0.30089 s, avg_samples: 108.8, ips: 361.59197 samples/s, eta: 3:40:47 +[2025/07/22 02:52:26] openrec INFO: epoch: [77/100], global_step: 110430, lr: 0.000069, loss: 0.174211, avg_reader_cost: 0.00629 s, avg_batch_cost: 0.29393 s, avg_samples: 109.7, ips: 373.22395 samples/s, eta: 3:40:42 +[2025/07/22 02:52:28] openrec INFO: epoch: [77/100], global_step: 110440, lr: 0.000069, loss: 0.195587, avg_reader_cost: 0.00597 s, avg_batch_cost: 0.29063 s, avg_samples: 79.8, ips: 274.57452 samples/s, eta: 3:40:38 +[2025/07/22 02:52:31] openrec INFO: epoch: [77/100], global_step: 110450, lr: 0.000069, loss: 0.248766, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.29075 s, avg_samples: 96.0, ips: 330.18473 samples/s, eta: 3:40:34 +[2025/07/22 02:52:34] openrec INFO: epoch: [77/100], global_step: 110460, lr: 0.000069, loss: 0.197099, avg_reader_cost: 0.00610 s, avg_batch_cost: 0.29589 s, avg_samples: 103.7, ips: 350.47384 samples/s, eta: 3:40:29 +[2025/07/22 02:52:37] openrec INFO: epoch: [77/100], global_step: 110470, lr: 0.000069, loss: 0.183545, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.28867 s, avg_samples: 93.8, ips: 324.93318 samples/s, eta: 3:40:25 +[2025/07/22 02:52:40] openrec INFO: epoch: [77/100], global_step: 110480, lr: 0.000069, loss: 0.202991, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.29846 s, avg_samples: 87.9, ips: 294.51102 samples/s, eta: 3:40:21 +[2025/07/22 02:52:43] openrec INFO: epoch: [77/100], global_step: 110490, lr: 0.000069, loss: 0.214990, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.28533 s, avg_samples: 94.3, ips: 330.49569 samples/s, eta: 3:40:17 +[2025/07/22 02:52:46] openrec INFO: epoch: [77/100], global_step: 110500, lr: 0.000069, loss: 0.176455, avg_reader_cost: 0.00600 s, 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epoch: [77/100], global_step: 110550, lr: 0.000069, loss: 0.148944, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29636 s, avg_samples: 91.2, ips: 307.73001 samples/s, eta: 3:39:51 +[2025/07/22 02:53:04] openrec INFO: epoch: [77/100], global_step: 110560, lr: 0.000069, loss: 0.179838, avg_reader_cost: 0.00607 s, avg_batch_cost: 0.28553 s, avg_samples: 94.7, ips: 331.66257 samples/s, eta: 3:39:46 +[2025/07/22 02:53:06] openrec INFO: epoch: [77/100], global_step: 110570, lr: 0.000069, loss: 0.155789, avg_reader_cost: 0.00610 s, avg_batch_cost: 0.28907 s, avg_samples: 86.5, ips: 299.23199 samples/s, eta: 3:39:42 +[2025/07/22 02:53:07] openrec INFO: epoch: [77/100], global_step: 110572, lr: 0.000069, loss: 0.162294, avg_reader_cost: 0.00113 s, avg_batch_cost: 0.05537 s, avg_samples: 19.2, ips: 346.77312 samples/s, eta: 3:39:41 +[2025/07/22 02:54:34] openrec INFO: cur metric, acc: 0.8508625835322152, norm_edit_dis: 0.9342463007729053, num_samples: 63646, fps: 1325.3962960144895 +[2025/07/22 02:54:35] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/22 02:54:35] openrec INFO: best metric, acc: 0.8508625835322152, norm_edit_dis: 0.9342463007729053, num_samples: 63646, fps: 1325.3962960144895, best_epoch: 77 +[2025/07/22 02:54:38] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/22 02:54:38] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_77.pth +[2025/07/22 02:54:41] openrec INFO: epoch: [78/100], global_step: 110580, lr: 0.000069, loss: 0.162294, avg_reader_cost: 9.20465 s, avg_batch_cost: 9.42746 s, avg_samples: 79.8, ips: 8.46464 samples/s, eta: 3:40:05 +[2025/07/22 02:54:44] openrec INFO: epoch: [78/100], global_step: 110590, lr: 0.000069, loss: 0.142535, avg_reader_cost: 0.00633 s, avg_batch_cost: 0.28531 s, 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110640, lr: 0.000069, loss: 0.185461, avg_reader_cost: 0.00613 s, avg_batch_cost: 0.28949 s, avg_samples: 75.2, ips: 259.76424 samples/s, eta: 3:39:39 +[2025/07/22 02:55:02] openrec INFO: epoch: [78/100], global_step: 110650, lr: 0.000069, loss: 0.185461, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.29185 s, avg_samples: 94.3, ips: 323.11481 samples/s, eta: 3:39:35 +[2025/07/22 02:55:05] openrec INFO: epoch: [78/100], global_step: 110660, lr: 0.000069, loss: 0.178637, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.29453 s, avg_samples: 94.3, ips: 320.17634 samples/s, eta: 3:39:30 +[2025/07/22 02:55:07] openrec INFO: epoch: [78/100], global_step: 110670, lr: 0.000069, loss: 0.180558, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.28475 s, avg_samples: 100.2, ips: 351.89094 samples/s, eta: 3:39:26 +[2025/07/22 02:55:10] openrec INFO: epoch: [78/100], global_step: 110680, lr: 0.000069, loss: 0.177251, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.29266 s, avg_samples: 88.3, ips: 301.71405 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epoch: [78/100], global_step: 111690, lr: 0.000065, loss: 0.183065, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.29264 s, avg_samples: 98.1, ips: 335.21866 samples/s, eta: 3:32:07 +[2025/07/22 03:00:09] openrec INFO: epoch: [78/100], global_step: 111700, lr: 0.000065, loss: 0.164556, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.28767 s, avg_samples: 83.3, ips: 289.56876 samples/s, eta: 3:32:02 +[2025/07/22 03:00:12] openrec INFO: epoch: [78/100], global_step: 111710, lr: 0.000064, loss: 0.162959, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.29152 s, avg_samples: 98.5, ips: 337.88447 samples/s, eta: 3:31:58 +[2025/07/22 03:00:15] openrec INFO: epoch: [78/100], global_step: 111720, lr: 0.000064, loss: 0.163951, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.28755 s, avg_samples: 92.6, ips: 322.02853 samples/s, eta: 3:31:54 +[2025/07/22 03:00:18] openrec INFO: epoch: [78/100], global_step: 111730, lr: 0.000064, loss: 0.164059, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.30446 s, 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samples/s, eta: 3:31:11 +[2025/07/22 03:00:48] openrec INFO: epoch: [78/100], global_step: 111830, lr: 0.000064, loss: 0.161463, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.28862 s, avg_samples: 112.6, ips: 390.12785 samples/s, eta: 3:31:07 +[2025/07/22 03:00:51] openrec INFO: epoch: [78/100], global_step: 111840, lr: 0.000064, loss: 0.146428, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.29107 s, avg_samples: 84.1, ips: 288.93617 samples/s, eta: 3:31:02 +[2025/07/22 03:00:54] openrec INFO: epoch: [78/100], global_step: 111850, lr: 0.000064, loss: 0.221549, avg_reader_cost: 0.00606 s, avg_batch_cost: 0.29387 s, avg_samples: 93.4, ips: 317.82700 samples/s, eta: 3:30:58 +[2025/07/22 03:00:57] openrec INFO: epoch: [78/100], global_step: 111860, lr: 0.000064, loss: 0.183792, avg_reader_cost: 0.00606 s, avg_batch_cost: 0.29712 s, avg_samples: 88.2, ips: 296.84833 samples/s, eta: 3:30:54 +[2025/07/22 03:00:59] openrec INFO: epoch: [78/100], global_step: 111870, lr: 0.000064, loss: 0.168663, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.28820 s, avg_samples: 99.8, ips: 346.28166 samples/s, eta: 3:30:50 +[2025/07/22 03:01:02] openrec INFO: epoch: [78/100], global_step: 111880, lr: 0.000064, loss: 0.187328, avg_reader_cost: 0.00561 s, avg_batch_cost: 0.29095 s, avg_samples: 81.0, ips: 278.40272 samples/s, eta: 3:30:45 +[2025/07/22 03:01:05] openrec INFO: epoch: [78/100], global_step: 111890, lr: 0.000064, loss: 0.141272, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29051 s, avg_samples: 96.3, ips: 331.48540 samples/s, eta: 3:30:41 +[2025/07/22 03:01:08] openrec INFO: epoch: [78/100], global_step: 111900, lr: 0.000064, loss: 0.161522, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29428 s, avg_samples: 99.8, ips: 339.13027 samples/s, eta: 3:30:37 +[2025/07/22 03:01:11] openrec INFO: epoch: [78/100], global_step: 111910, lr: 0.000064, loss: 0.172926, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.28242 s, avg_samples: 83.1, ips: 294.24732 samples/s, eta: 3:30:32 +[2025/07/22 03:01:14] openrec INFO: epoch: [78/100], global_step: 111920, lr: 0.000064, loss: 0.128439, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29048 s, avg_samples: 92.6, ips: 318.78603 samples/s, eta: 3:30:28 +[2025/07/22 03:01:17] openrec INFO: epoch: [78/100], global_step: 111930, lr: 0.000064, loss: 0.126644, avg_reader_cost: 0.00657 s, avg_batch_cost: 0.29898 s, avg_samples: 95.5, ips: 319.41529 samples/s, eta: 3:30:24 +[2025/07/22 03:01:20] openrec INFO: epoch: [78/100], global_step: 111940, lr: 0.000064, loss: 0.179588, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29540 s, avg_samples: 100.2, ips: 339.20155 samples/s, eta: 3:30:20 +[2025/07/22 03:01:23] openrec INFO: epoch: [78/100], global_step: 111950, lr: 0.000064, loss: 0.188761, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.29129 s, avg_samples: 108.8, ips: 373.51348 samples/s, eta: 3:30:15 +[2025/07/22 03:01:26] openrec INFO: epoch: [78/100], global_step: 111960, lr: 0.000064, loss: 0.188761, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.29241 s, avg_samples: 92.6, ips: 316.68087 samples/s, eta: 3:30:11 +[2025/07/22 03:01:29] openrec INFO: epoch: [78/100], global_step: 111970, lr: 0.000063, loss: 0.171254, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.29559 s, avg_samples: 101.1, ips: 342.03228 samples/s, eta: 3:30:07 +[2025/07/22 03:01:32] openrec INFO: epoch: [78/100], global_step: 111980, lr: 0.000063, loss: 0.172506, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28243 s, avg_samples: 102.4, ips: 362.56851 samples/s, eta: 3:30:02 +[2025/07/22 03:01:34] openrec INFO: epoch: [78/100], global_step: 111990, lr: 0.000063, loss: 0.165292, avg_reader_cost: 0.00605 s, avg_batch_cost: 0.28573 s, avg_samples: 96.9, ips: 339.13491 samples/s, eta: 3:29:58 +[2025/07/22 03:01:37] openrec INFO: epoch: [78/100], global_step: 112000, lr: 0.000063, loss: 0.157039, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.28729 s, avg_samples: 97.2, ips: 338.33195 samples/s, eta: 3:29:54 +[2025/07/22 03:03:04] openrec INFO: cur metric, acc: 0.8509254311581363, norm_edit_dis: 0.9342172085593664, num_samples: 63646, fps: 1340.0577863589228 +[2025/07/22 03:03:05] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/22 03:03:05] openrec INFO: best metric, acc: 0.8509254311581363, norm_edit_dis: 0.9342172085593664, num_samples: 63646, fps: 1340.0577863589228, best_epoch: 78 +[2025/07/22 03:03:07] openrec INFO: epoch: [78/100], global_step: 112008, lr: 0.000063, loss: 0.153351, avg_reader_cost: 8.71818 s, avg_batch_cost: 8.93921 s, avg_samples: 74.6, ips: 8.34526 samples/s, eta: 3:30:15 +[2025/07/22 03:04:34] openrec INFO: cur metric, acc: 0.8504540739637284, norm_edit_dis: 0.9335047086847156, num_samples: 63646, fps: 1327.711247846982 +[2025/07/22 03:04:34] openrec INFO: best metric, acc: 0.8509254311581363, norm_edit_dis: 0.9342172085593664, num_samples: 63646, fps: 1340.0577863589228, best_epoch: 78 +[2025/07/22 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+[2025/07/22 03:05:54] openrec INFO: epoch: [79/100], global_step: 112270, lr: 0.000062, loss: 0.132727, avg_reader_cost: 0.00556 s, avg_batch_cost: 0.28618 s, avg_samples: 95.2, ips: 332.65459 samples/s, eta: 3:28:48 +[2025/07/22 03:05:57] openrec INFO: epoch: [79/100], global_step: 112280, lr: 0.000062, loss: 0.176787, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.29452 s, avg_samples: 74.0, ips: 251.25594 samples/s, eta: 3:28:43 +[2025/07/22 03:06:00] openrec INFO: epoch: [79/100], global_step: 112290, lr: 0.000062, loss: 0.190335, avg_reader_cost: 0.00563 s, avg_batch_cost: 0.29175 s, avg_samples: 101.0, ips: 346.19229 samples/s, eta: 3:28:39 +[2025/07/22 03:06:03] openrec INFO: epoch: [79/100], global_step: 112300, lr: 0.000062, loss: 0.205755, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.28782 s, avg_samples: 83.6, ips: 290.46208 samples/s, eta: 3:28:35 +[2025/07/22 03:06:06] openrec INFO: epoch: [79/100], global_step: 112310, lr: 0.000062, loss: 0.173490, avg_reader_cost: 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+[2025/07/22 03:07:28] openrec INFO: epoch: [79/100], global_step: 112590, lr: 0.000061, loss: 0.146616, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29359 s, avg_samples: 81.0, ips: 275.89877 samples/s, eta: 3:26:30 +[2025/07/22 03:07:31] openrec INFO: epoch: [79/100], global_step: 112600, lr: 0.000061, loss: 0.152205, avg_reader_cost: 0.00618 s, avg_batch_cost: 0.29415 s, avg_samples: 91.7, ips: 311.74248 samples/s, eta: 3:26:26 +[2025/07/22 03:07:34] openrec INFO: epoch: [79/100], global_step: 112610, lr: 0.000061, loss: 0.158877, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.28717 s, avg_samples: 95.2, ips: 331.50762 samples/s, eta: 3:26:22 +[2025/07/22 03:07:37] openrec INFO: epoch: [79/100], global_step: 112620, lr: 0.000061, loss: 0.148830, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28587 s, avg_samples: 112.6, ips: 393.88332 samples/s, eta: 3:26:17 +[2025/07/22 03:07:40] openrec INFO: epoch: [79/100], global_step: 112630, lr: 0.000061, loss: 0.152146, avg_reader_cost: 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INFO: epoch: [79/100], global_step: 113410, lr: 0.000058, loss: 0.206971, avg_reader_cost: 0.00633 s, avg_batch_cost: 0.28729 s, avg_samples: 104.5, ips: 363.74718 samples/s, eta: 3:20:39 +[2025/07/22 03:11:31] openrec INFO: epoch: [79/100], global_step: 113420, lr: 0.000058, loss: 0.166507, avg_reader_cost: 0.00613 s, avg_batch_cost: 0.29289 s, avg_samples: 108.8, ips: 371.46801 samples/s, eta: 3:20:35 +[2025/07/22 03:11:34] openrec INFO: epoch: [79/100], global_step: 113430, lr: 0.000058, loss: 0.185089, avg_reader_cost: 0.00554 s, avg_batch_cost: 0.29312 s, avg_samples: 85.3, ips: 291.00868 samples/s, eta: 3:20:30 +[2025/07/22 03:11:37] openrec INFO: epoch: [79/100], global_step: 113440, lr: 0.000058, loss: 0.229554, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29888 s, avg_samples: 90.5, ips: 302.79566 samples/s, eta: 3:20:26 +[2025/07/22 03:11:38] openrec INFO: epoch: [79/100], global_step: 113444, lr: 0.000058, loss: 0.200977, avg_reader_cost: 0.00225 s, avg_batch_cost: 0.11676 s, avg_samples: 32.9, ips: 281.77236 samples/s, eta: 3:20:24 +[2025/07/22 03:13:06] openrec INFO: cur metric, acc: 0.8518524336404719, norm_edit_dis: 0.9350343780197032, num_samples: 63646, fps: 1333.673639746366 +[2025/07/22 03:13:06] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/22 03:13:06] openrec INFO: best metric, acc: 0.8518524336404719, norm_edit_dis: 0.9350343780197032, num_samples: 63646, fps: 1333.673639746366, best_epoch: 79 +[2025/07/22 03:13:09] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/22 03:13:09] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_79.pth +[2025/07/22 03:13:12] openrec INFO: epoch: [80/100], global_step: 113450, lr: 0.000058, loss: 0.184406, avg_reader_cost: 9.18539 s, avg_batch_cost: 9.35520 s, avg_samples: 70.4, ips: 7.52523 samples/s, eta: 3:20:46 +[2025/07/22 03:13:15] openrec INFO: epoch: [80/100], global_step: 113460, lr: 0.000058, loss: 0.138485, avg_reader_cost: 0.00668 s, avg_batch_cost: 0.28796 s, avg_samples: 96.4, ips: 334.76705 samples/s, eta: 3:20:42 +[2025/07/22 03:13:18] openrec INFO: epoch: [80/100], global_step: 113470, lr: 0.000058, loss: 0.187456, avg_reader_cost: 0.00663 s, avg_batch_cost: 0.29124 s, avg_samples: 85.3, ips: 292.88677 samples/s, eta: 3:20:38 +[2025/07/22 03:13:21] openrec INFO: epoch: [80/100], global_step: 113480, lr: 0.000058, loss: 0.208015, avg_reader_cost: 0.00622 s, avg_batch_cost: 0.30123 s, avg_samples: 76.4, ips: 253.62800 samples/s, eta: 3:20:33 +[2025/07/22 03:13:24] openrec INFO: epoch: [80/100], global_step: 113490, lr: 0.000058, loss: 0.174174, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.29002 s, avg_samples: 110.9, ips: 382.38382 samples/s, eta: 3:20:29 +[2025/07/22 03:13:27] openrec INFO: epoch: [80/100], global_step: 113500, lr: 0.000058, loss: 0.156035, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29374 s, avg_samples: 91.2, ips: 310.48366 samples/s, eta: 3:20:25 +[2025/07/22 03:13:30] openrec INFO: epoch: [80/100], global_step: 113510, lr: 0.000058, loss: 0.189524, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.28319 s, avg_samples: 93.4, ips: 329.81800 samples/s, eta: 3:20:21 +[2025/07/22 03:13:33] openrec INFO: epoch: [80/100], global_step: 113520, lr: 0.000058, loss: 0.162076, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29150 s, avg_samples: 113.0, ips: 387.64375 samples/s, eta: 3:20:16 +[2025/07/22 03:13:35] openrec INFO: epoch: [80/100], global_step: 113530, lr: 0.000058, loss: 0.147976, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.28911 s, avg_samples: 99.8, ips: 345.19597 samples/s, eta: 3:20:12 +[2025/07/22 03:13:38] openrec INFO: epoch: [80/100], global_step: 113540, lr: 0.000058, loss: 0.155663, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.28668 s, avg_samples: 89.1, ips: 310.79411 samples/s, eta: 3:20:08 +[2025/07/22 03:13:41] openrec INFO: epoch: [80/100], global_step: 113550, lr: 0.000058, loss: 0.130248, avg_reader_cost: 0.00623 s, avg_batch_cost: 0.29028 s, avg_samples: 104.2, ips: 358.96048 samples/s, eta: 3:20:03 +[2025/07/22 03:13:44] openrec INFO: epoch: [80/100], global_step: 113560, lr: 0.000058, loss: 0.138261, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29832 s, avg_samples: 91.7, ips: 307.38754 samples/s, eta: 3:19:59 +[2025/07/22 03:13:47] openrec INFO: epoch: [80/100], global_step: 113570, lr: 0.000057, loss: 0.135697, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.29273 s, avg_samples: 100.7, ips: 344.00178 samples/s, eta: 3:19:55 +[2025/07/22 03:13:50] openrec INFO: epoch: [80/100], global_step: 113580, lr: 0.000057, loss: 0.132895, avg_reader_cost: 0.00606 s, avg_batch_cost: 0.28754 s, avg_samples: 112.6, ips: 391.59807 samples/s, eta: 3:19:51 +[2025/07/22 03:13:53] openrec INFO: epoch: [80/100], global_step: 113590, lr: 0.000057, loss: 0.145995, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.29584 s, avg_samples: 89.1, ips: 301.17534 samples/s, eta: 3:19:46 +[2025/07/22 03:13:56] openrec INFO: epoch: [80/100], global_step: 113600, lr: 0.000057, loss: 0.178866, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.28915 s, avg_samples: 90.5, ips: 312.98443 samples/s, eta: 3:19:42 +[2025/07/22 03:13:59] openrec INFO: epoch: [80/100], global_step: 113610, lr: 0.000057, loss: 0.169354, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.28982 s, avg_samples: 114.7, ips: 395.76685 samples/s, eta: 3:19:38 +[2025/07/22 03:14:02] openrec INFO: epoch: [80/100], global_step: 113620, lr: 0.000057, loss: 0.165143, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.29649 s, avg_samples: 81.5, ips: 274.88056 samples/s, eta: 3:19:34 +[2025/07/22 03:14:05] openrec INFO: epoch: [80/100], global_step: 113630, lr: 0.000057, loss: 0.223271, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.28811 s, avg_samples: 96.0, ips: 333.20166 samples/s, eta: 3:19:29 +[2025/07/22 03:14:08] openrec INFO: epoch: [80/100], global_step: 113640, lr: 0.000057, loss: 0.163888, avg_reader_cost: 0.00597 s, avg_batch_cost: 0.28636 s, avg_samples: 115.2, ips: 402.29052 samples/s, eta: 3:19:25 +[2025/07/22 03:14:11] openrec INFO: epoch: [80/100], global_step: 113650, lr: 0.000057, loss: 0.129475, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.28810 s, avg_samples: 101.1, ips: 350.91409 samples/s, eta: 3:19:21 +[2025/07/22 03:14:13] openrec INFO: epoch: [80/100], global_step: 113660, lr: 0.000057, loss: 0.129558, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29305 s, avg_samples: 91.7, ips: 312.91153 samples/s, eta: 3:19:16 +[2025/07/22 03:14:16] openrec INFO: epoch: [80/100], global_step: 113670, lr: 0.000057, loss: 0.147843, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.28847 s, avg_samples: 93.4, ips: 323.78011 samples/s, eta: 3:19:12 +[2025/07/22 03:14:19] openrec INFO: epoch: [80/100], global_step: 113680, lr: 0.000057, loss: 0.161293, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29046 s, avg_samples: 83.1, ips: 286.09905 samples/s, eta: 3:19:08 +[2025/07/22 03:14:22] openrec INFO: epoch: [80/100], global_step: 113690, lr: 0.000057, loss: 0.236518, avg_reader_cost: 0.00752 s, avg_batch_cost: 0.29239 s, avg_samples: 89.1, ips: 304.73151 samples/s, eta: 3:19:04 +[2025/07/22 03:14:25] openrec INFO: epoch: [80/100], global_step: 113700, lr: 0.000057, loss: 0.213538, avg_reader_cost: 0.00538 s, avg_batch_cost: 0.29215 s, avg_samples: 90.4, ips: 309.42749 samples/s, eta: 3:18:59 +[2025/07/22 03:14:28] openrec INFO: epoch: [80/100], global_step: 113710, lr: 0.000057, loss: 0.178160, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29165 s, avg_samples: 76.4, ips: 261.95947 samples/s, eta: 3:18:55 +[2025/07/22 03:14:31] openrec INFO: epoch: [80/100], global_step: 113720, lr: 0.000057, loss: 0.158522, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.29635 s, avg_samples: 96.9, ips: 326.97768 samples/s, eta: 3:18:51 +[2025/07/22 03:14:34] openrec INFO: epoch: [80/100], global_step: 113730, lr: 0.000057, loss: 0.148022, avg_reader_cost: 0.00618 s, avg_batch_cost: 0.28793 s, avg_samples: 93.4, ips: 324.38398 samples/s, eta: 3:18:46 +[2025/07/22 03:14:37] openrec INFO: epoch: [80/100], global_step: 113740, lr: 0.000057, loss: 0.151763, avg_reader_cost: 0.00630 s, avg_batch_cost: 0.29822 s, avg_samples: 114.7, ips: 384.61134 samples/s, eta: 3:18:42 +[2025/07/22 03:14:40] openrec INFO: epoch: [80/100], global_step: 113750, lr: 0.000057, loss: 0.184570, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.28449 s, avg_samples: 89.1, ips: 313.18679 samples/s, eta: 3:18:38 +[2025/07/22 03:14:43] openrec INFO: epoch: [80/100], global_step: 113760, lr: 0.000057, loss: 0.203147, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.28994 s, avg_samples: 90.8, ips: 313.16600 samples/s, eta: 3:18:34 +[2025/07/22 03:14:46] openrec INFO: epoch: [80/100], global_step: 113770, lr: 0.000057, loss: 0.163882, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.28643 s, avg_samples: 87.4, ips: 305.13591 samples/s, eta: 3:18:29 +[2025/07/22 03:14:49] openrec INFO: epoch: [80/100], global_step: 113780, lr: 0.000057, loss: 0.102736, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.28633 s, avg_samples: 108.8, ips: 379.97534 samples/s, eta: 3:18:25 +[2025/07/22 03:14:51] openrec INFO: epoch: [80/100], global_step: 113790, lr: 0.000057, loss: 0.123170, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29328 s, avg_samples: 84.0, ips: 286.41277 samples/s, eta: 3:18:21 +[2025/07/22 03:14:54] openrec INFO: epoch: [80/100], global_step: 113800, lr: 0.000057, loss: 0.135278, avg_reader_cost: 0.00664 s, avg_batch_cost: 0.28609 s, avg_samples: 95.5, ips: 333.80604 samples/s, eta: 3:18:16 +[2025/07/22 03:14:57] openrec INFO: epoch: [80/100], global_step: 113810, lr: 0.000057, loss: 0.157850, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.28934 s, avg_samples: 109.7, ips: 379.14317 samples/s, eta: 3:18:12 +[2025/07/22 03:15:00] openrec INFO: epoch: [80/100], global_step: 113820, lr: 0.000057, loss: 0.141882, avg_reader_cost: 0.00607 s, avg_batch_cost: 0.29074 s, avg_samples: 95.0, ips: 326.75530 samples/s, eta: 3:18:08 +[2025/07/22 03:15:03] openrec INFO: epoch: [80/100], global_step: 113830, lr: 0.000057, loss: 0.160670, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.29082 s, avg_samples: 104.5, ips: 359.32587 samples/s, eta: 3:18:04 +[2025/07/22 03:15:06] openrec INFO: epoch: [80/100], global_step: 113840, lr: 0.000056, loss: 0.154309, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.29554 s, avg_samples: 86.2, ips: 291.66906 samples/s, eta: 3:17:59 +[2025/07/22 03:15:09] openrec INFO: epoch: [80/100], global_step: 113850, lr: 0.000056, loss: 0.162410, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.28772 s, avg_samples: 106.6, ips: 370.50187 samples/s, eta: 3:17:55 +[2025/07/22 03:15:12] openrec INFO: epoch: [80/100], global_step: 113860, lr: 0.000056, loss: 0.170028, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29391 s, avg_samples: 81.0, ips: 275.59412 samples/s, eta: 3:17:51 +[2025/07/22 03:15:15] openrec INFO: epoch: [80/100], global_step: 113870, lr: 0.000056, loss: 0.213889, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.29070 s, avg_samples: 90.5, ips: 311.31543 samples/s, eta: 3:17:47 +[2025/07/22 03:15:18] openrec INFO: epoch: [80/100], global_step: 113880, lr: 0.000056, loss: 0.192829, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29307 s, avg_samples: 98.5, ips: 336.09936 samples/s, eta: 3:17:42 +[2025/07/22 03:15:21] openrec INFO: epoch: [80/100], global_step: 113890, lr: 0.000056, loss: 0.153391, avg_reader_cost: 0.01258 s, avg_batch_cost: 0.30640 s, avg_samples: 96.0, ips: 313.31594 samples/s, eta: 3:17:38 +[2025/07/22 03:15:24] openrec INFO: epoch: [80/100], global_step: 113900, lr: 0.000056, loss: 0.160076, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.28725 s, avg_samples: 100.2, ips: 348.81908 samples/s, eta: 3:17:34 +[2025/07/22 03:15:27] openrec INFO: epoch: [80/100], global_step: 113910, lr: 0.000056, loss: 0.138912, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29028 s, avg_samples: 104.9, ips: 361.36963 samples/s, eta: 3:17:29 +[2025/07/22 03:15:30] openrec INFO: epoch: [80/100], global_step: 113920, lr: 0.000056, loss: 0.138946, avg_reader_cost: 0.00605 s, avg_batch_cost: 0.29271 s, avg_samples: 95.5, ips: 326.25900 samples/s, eta: 3:17:25 +[2025/07/22 03:15:33] openrec INFO: epoch: [80/100], global_step: 113930, lr: 0.000056, loss: 0.147415, avg_reader_cost: 0.00608 s, avg_batch_cost: 0.29465 s, avg_samples: 90.0, ips: 305.44592 samples/s, eta: 3:17:21 +[2025/07/22 03:15:36] openrec INFO: epoch: [80/100], global_step: 113940, lr: 0.000056, loss: 0.144091, avg_reader_cost: 0.00674 s, avg_batch_cost: 0.29191 s, avg_samples: 90.3, ips: 309.33770 samples/s, eta: 3:17:17 +[2025/07/22 03:15:39] openrec INFO: epoch: [80/100], global_step: 113950, lr: 0.000056, loss: 0.131612, avg_reader_cost: 0.00634 s, avg_batch_cost: 0.29765 s, avg_samples: 94.3, ips: 316.81530 samples/s, eta: 3:17:12 +[2025/07/22 03:15:41] openrec INFO: epoch: [80/100], global_step: 113960, lr: 0.000056, loss: 0.149452, avg_reader_cost: 0.00654 s, avg_batch_cost: 0.28912 s, avg_samples: 98.1, ips: 339.30074 samples/s, eta: 3:17:08 +[2025/07/22 03:15:44] openrec INFO: epoch: [80/100], global_step: 113970, lr: 0.000056, loss: 0.217543, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29376 s, avg_samples: 73.4, ips: 249.86167 samples/s, eta: 3:17:04 +[2025/07/22 03:15:47] openrec INFO: epoch: [80/100], global_step: 113980, lr: 0.000056, loss: 0.210244, avg_reader_cost: 0.00612 s, avg_batch_cost: 0.29685 s, avg_samples: 96.0, ips: 323.40018 samples/s, eta: 3:17:00 +[2025/07/22 03:15:50] openrec INFO: epoch: [80/100], global_step: 113990, lr: 0.000056, loss: 0.161286, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.28645 s, avg_samples: 107.5, ips: 375.27736 samples/s, eta: 3:16:55 +[2025/07/22 03:15:53] openrec INFO: epoch: [80/100], global_step: 114000, lr: 0.000056, loss: 0.165777, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.28534 s, avg_samples: 83.2, ips: 291.57781 samples/s, eta: 3:16:51 +[2025/07/22 03:17:20] openrec INFO: cur metric, acc: 0.8518681455469521, norm_edit_dis: 0.9350405723742528, num_samples: 63646, fps: 1335.0867397543504 +[2025/07/22 03:17:21] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/22 03:17:21] openrec INFO: best metric, acc: 0.8518681455469521, norm_edit_dis: 0.9350405723742528, num_samples: 63646, fps: 1335.0867397543504, best_epoch: 80 +[2025/07/22 03:17:24] openrec INFO: epoch: [80/100], global_step: 114010, lr: 0.000056, loss: 0.164423, avg_reader_cost: 8.78426 s, avg_batch_cost: 9.06847 s, avg_samples: 98.5, ips: 10.86181 samples/s, eta: 3:17:10 +[2025/07/22 03:17:27] openrec INFO: epoch: [80/100], global_step: 114020, lr: 0.000056, loss: 0.114336, avg_reader_cost: 0.00625 s, avg_batch_cost: 0.28612 s, avg_samples: 99.8, ips: 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epoch: [80/100], global_step: 114300, lr: 0.000055, loss: 0.131389, avg_reader_cost: 0.00641 s, avg_batch_cost: 0.28984 s, avg_samples: 79.8, ips: 275.32782 samples/s, eta: 3:15:06 +[2025/07/22 03:18:52] openrec INFO: epoch: [80/100], global_step: 114310, lr: 0.000055, loss: 0.128929, avg_reader_cost: 0.00617 s, avg_batch_cost: 0.29528 s, avg_samples: 108.3, ips: 366.77327 samples/s, eta: 3:15:01 +[2025/07/22 03:18:55] openrec INFO: epoch: [80/100], global_step: 114320, lr: 0.000055, loss: 0.130203, avg_reader_cost: 0.00633 s, avg_batch_cost: 0.29076 s, avg_samples: 99.0, ips: 340.48128 samples/s, eta: 3:14:57 +[2025/07/22 03:18:58] openrec INFO: epoch: [80/100], global_step: 114330, lr: 0.000055, loss: 0.123731, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.29004 s, avg_samples: 96.9, ips: 334.08733 samples/s, eta: 3:14:53 +[2025/07/22 03:19:00] openrec INFO: epoch: [80/100], global_step: 114340, lr: 0.000055, loss: 0.125364, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.28708 s, 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+[2025/07/22 03:19:56] openrec INFO: epoch: [80/100], global_step: 114530, lr: 0.000054, loss: 0.126997, avg_reader_cost: 0.00563 s, avg_batch_cost: 0.28560 s, avg_samples: 85.3, ips: 298.66850 samples/s, eta: 3:13:27 +[2025/07/22 03:19:59] openrec INFO: epoch: [80/100], global_step: 114540, lr: 0.000054, loss: 0.189237, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28692 s, avg_samples: 115.2, ips: 401.51209 samples/s, eta: 3:13:23 +[2025/07/22 03:20:02] openrec INFO: epoch: [80/100], global_step: 114550, lr: 0.000054, loss: 0.193895, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28925 s, avg_samples: 84.1, ips: 290.75353 samples/s, eta: 3:13:19 +[2025/07/22 03:20:05] openrec INFO: epoch: [80/100], global_step: 114560, lr: 0.000054, loss: 0.189910, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29474 s, avg_samples: 110.9, ips: 376.26041 samples/s, eta: 3:13:15 +[2025/07/22 03:20:08] openrec INFO: epoch: [80/100], global_step: 114570, lr: 0.000054, loss: 0.145490, avg_reader_cost: 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114710, lr: 0.000053, loss: 0.128683, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.28708 s, avg_samples: 112.1, ips: 390.48848 samples/s, eta: 3:12:11 +[2025/07/22 03:20:52] openrec INFO: epoch: [80/100], global_step: 114720, lr: 0.000053, loss: 0.150509, avg_reader_cost: 0.00559 s, avg_batch_cost: 0.29164 s, avg_samples: 80.7, ips: 276.71570 samples/s, eta: 3:12:06 +[2025/07/22 03:20:55] openrec INFO: epoch: [80/100], global_step: 114730, lr: 0.000053, loss: 0.155450, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29743 s, avg_samples: 102.8, ips: 345.63182 samples/s, eta: 3:12:02 +[2025/07/22 03:20:57] openrec INFO: epoch: [80/100], global_step: 114740, lr: 0.000053, loss: 0.212097, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.28942 s, avg_samples: 91.7, ips: 316.83963 samples/s, eta: 3:11:58 +[2025/07/22 03:21:00] openrec INFO: epoch: [80/100], global_step: 114750, lr: 0.000053, loss: 0.199884, avg_reader_cost: 0.00562 s, avg_batch_cost: 0.29647 s, avg_samples: 95.0, ips: 320.43542 samples/s, eta: 3:11:54 +[2025/07/22 03:21:03] openrec INFO: epoch: [80/100], global_step: 114760, lr: 0.000053, loss: 0.170793, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.29195 s, avg_samples: 105.4, ips: 361.02130 samples/s, eta: 3:11:49 +[2025/07/22 03:21:06] openrec INFO: epoch: [80/100], global_step: 114770, lr: 0.000053, loss: 0.141651, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28781 s, avg_samples: 106.3, ips: 369.33582 samples/s, eta: 3:11:45 +[2025/07/22 03:21:09] openrec INFO: epoch: [80/100], global_step: 114780, lr: 0.000053, loss: 0.132203, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.28967 s, avg_samples: 89.2, ips: 307.93891 samples/s, eta: 3:11:41 +[2025/07/22 03:21:12] openrec INFO: epoch: [80/100], global_step: 114790, lr: 0.000053, loss: 0.178548, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.28248 s, avg_samples: 95.5, ips: 338.07772 samples/s, eta: 3:11:36 +[2025/07/22 03:21:15] openrec INFO: epoch: [80/100], global_step: 114800, lr: 0.000053, loss: 0.177573, avg_reader_cost: 0.00597 s, avg_batch_cost: 0.29406 s, avg_samples: 98.7, ips: 335.65026 samples/s, eta: 3:11:32 +[2025/07/22 03:21:18] openrec INFO: epoch: [80/100], global_step: 114810, lr: 0.000053, loss: 0.158662, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.28680 s, avg_samples: 104.0, ips: 362.61968 samples/s, eta: 3:11:28 +[2025/07/22 03:21:21] openrec INFO: epoch: [80/100], global_step: 114820, lr: 0.000053, loss: 0.149217, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.30275 s, avg_samples: 86.2, ips: 284.72468 samples/s, eta: 3:11:24 +[2025/07/22 03:21:24] openrec INFO: epoch: [80/100], global_step: 114830, lr: 0.000053, loss: 0.165555, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.29503 s, avg_samples: 92.6, ips: 313.86223 samples/s, eta: 3:11:19 +[2025/07/22 03:21:27] openrec INFO: epoch: [80/100], global_step: 114840, lr: 0.000053, loss: 0.165555, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.28950 s, avg_samples: 102.4, ips: 353.71485 samples/s, eta: 3:11:15 +[2025/07/22 03:21:30] openrec INFO: epoch: [80/100], global_step: 114850, lr: 0.000053, loss: 0.151826, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.28625 s, avg_samples: 96.9, ips: 338.50954 samples/s, eta: 3:11:11 +[2025/07/22 03:21:33] openrec INFO: epoch: [80/100], global_step: 114860, lr: 0.000053, loss: 0.153136, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.28888 s, avg_samples: 82.8, ips: 286.62504 samples/s, eta: 3:11:07 +[2025/07/22 03:21:35] openrec INFO: epoch: [80/100], global_step: 114870, lr: 0.000053, loss: 0.158652, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29042 s, avg_samples: 108.8, ips: 374.62664 samples/s, eta: 3:11:02 +[2025/07/22 03:21:38] openrec INFO: epoch: [80/100], global_step: 114880, lr: 0.000053, loss: 0.161600, avg_reader_cost: 0.00667 s, avg_batch_cost: 0.28772 s, avg_samples: 97.2, ips: 337.83120 samples/s, eta: 3:10:58 +[2025/07/22 03:23:08] openrec INFO: cur metric, acc: 0.8519938407987943, norm_edit_dis: 0.9346209583148681, num_samples: 63646, fps: 1291.3603858148451 +[2025/07/22 03:23:09] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/22 03:23:09] openrec INFO: best metric, acc: 0.8519938407987943, norm_edit_dis: 0.9346209583148681, num_samples: 63646, fps: 1291.3603858148451, best_epoch: 80 +[2025/07/22 03:23:11] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/22 03:23:11] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_80.pth +[2025/07/22 03:23:15] openrec INFO: epoch: [81/100], global_step: 114890, lr: 0.000053, loss: 0.166494, avg_reader_cost: 9.38905 s, avg_batch_cost: 9.67173 s, avg_samples: 95.5, ips: 9.87414 samples/s, eta: 3:11:17 +[2025/07/22 03:23:18] openrec INFO: epoch: [81/100], global_step: 114900, lr: 0.000053, loss: 0.170096, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.29106 s, avg_samples: 99.0, ips: 340.14135 samples/s, eta: 3:11:13 +[2025/07/22 03:23:21] openrec INFO: epoch: [81/100], global_step: 114910, lr: 0.000053, loss: 0.179388, avg_reader_cost: 0.00556 s, avg_batch_cost: 0.28591 s, avg_samples: 94.6, ips: 330.87662 samples/s, eta: 3:11:09 +[2025/07/22 03:23:24] openrec INFO: epoch: [81/100], global_step: 114920, lr: 0.000053, loss: 0.185244, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.28881 s, avg_samples: 87.9, ips: 304.35137 samples/s, eta: 3:11:04 +[2025/07/22 03:23:27] openrec INFO: epoch: [81/100], global_step: 114930, lr: 0.000053, loss: 0.172663, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29271 s, avg_samples: 99.0, ips: 338.22070 samples/s, eta: 3:11:00 +[2025/07/22 03:23:30] openrec INFO: epoch: [81/100], global_step: 114940, lr: 0.000053, loss: 0.170215, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.29878 s, avg_samples: 85.3, ips: 285.49738 samples/s, eta: 3:10:56 +[2025/07/22 03:23:33] openrec INFO: epoch: [81/100], global_step: 114950, lr: 0.000052, loss: 0.169408, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.28809 s, avg_samples: 78.6, ips: 272.83078 samples/s, eta: 3:10:52 +[2025/07/22 03:23:36] openrec INFO: epoch: [81/100], global_step: 114960, lr: 0.000052, loss: 0.133463, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.28754 s, avg_samples: 87.9, ips: 305.69624 samples/s, eta: 3:10:47 +[2025/07/22 03:23:38] openrec INFO: epoch: [81/100], global_step: 114970, lr: 0.000052, loss: 0.132323, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29241 s, avg_samples: 82.4, ips: 281.79538 samples/s, eta: 3:10:43 +[2025/07/22 03:23:41] openrec INFO: epoch: [81/100], global_step: 114980, lr: 0.000052, loss: 0.156399, avg_reader_cost: 0.00551 s, avg_batch_cost: 0.29427 s, avg_samples: 95.5, ips: 324.53327 samples/s, eta: 3:10:39 +[2025/07/22 03:23:44] openrec INFO: epoch: [81/100], global_step: 114990, lr: 0.000052, loss: 0.175792, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28838 s, avg_samples: 89.1, ips: 308.96644 samples/s, eta: 3:10:35 +[2025/07/22 03:23:47] openrec INFO: epoch: [81/100], global_step: 115000, lr: 0.000052, loss: 0.137907, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.28749 s, avg_samples: 101.9, ips: 354.44992 samples/s, eta: 3:10:30 +[2025/07/22 03:23:50] openrec INFO: epoch: [81/100], global_step: 115010, lr: 0.000052, loss: 0.142824, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29009 s, avg_samples: 76.3, ips: 263.01811 samples/s, eta: 3:10:26 +[2025/07/22 03:23:53] openrec INFO: epoch: [81/100], global_step: 115020, lr: 0.000052, loss: 0.189860, avg_reader_cost: 0.00668 s, avg_batch_cost: 0.29092 s, avg_samples: 104.5, ips: 359.20720 samples/s, eta: 3:10:22 +[2025/07/22 03:23:56] openrec INFO: epoch: [81/100], global_step: 115030, lr: 0.000052, loss: 0.136267, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.28910 s, avg_samples: 101.9, ips: 352.47162 samples/s, eta: 3:10:18 +[2025/07/22 03:23:59] openrec INFO: epoch: [81/100], global_step: 115040, lr: 0.000052, loss: 0.150161, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.28413 s, avg_samples: 101.9, ips: 358.64085 samples/s, eta: 3:10:13 +[2025/07/22 03:24:02] openrec INFO: epoch: [81/100], global_step: 115050, lr: 0.000052, loss: 0.161228, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29488 s, avg_samples: 91.7, ips: 310.97161 samples/s, eta: 3:10:09 +[2025/07/22 03:24:05] openrec INFO: epoch: [81/100], global_step: 115060, lr: 0.000052, loss: 0.181439, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.30690 s, avg_samples: 96.0, ips: 312.80066 samples/s, eta: 3:10:05 +[2025/07/22 03:24:08] openrec INFO: epoch: [81/100], global_step: 115070, lr: 0.000052, loss: 0.183996, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.29322 s, avg_samples: 96.0, ips: 327.39696 samples/s, eta: 3:10:00 +[2025/07/22 03:24:11] openrec INFO: epoch: [81/100], global_step: 115080, lr: 0.000052, loss: 0.172799, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.29152 s, 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115130, lr: 0.000052, loss: 0.141353, avg_reader_cost: 0.00634 s, avg_batch_cost: 0.28705 s, avg_samples: 96.8, ips: 337.22635 samples/s, eta: 3:09:35 +[2025/07/22 03:24:28] openrec INFO: epoch: [81/100], global_step: 115140, lr: 0.000052, loss: 0.156185, avg_reader_cost: 0.00555 s, avg_batch_cost: 0.28901 s, avg_samples: 82.2, ips: 284.42253 samples/s, eta: 3:09:31 +[2025/07/22 03:24:31] openrec INFO: epoch: [81/100], global_step: 115150, lr: 0.000052, loss: 0.161761, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29092 s, avg_samples: 107.1, ips: 368.14779 samples/s, eta: 3:09:26 +[2025/07/22 03:24:34] openrec INFO: epoch: [81/100], global_step: 115160, lr: 0.000052, loss: 0.160924, avg_reader_cost: 0.00534 s, avg_batch_cost: 0.29551 s, avg_samples: 90.9, ips: 307.60509 samples/s, eta: 3:09:22 +[2025/07/22 03:24:37] openrec INFO: epoch: [81/100], global_step: 115170, lr: 0.000052, loss: 0.149817, avg_reader_cost: 0.00558 s, avg_batch_cost: 0.29209 s, avg_samples: 96.4, ips: 330.03932 samples/s, eta: 3:09:18 +[2025/07/22 03:24:40] openrec INFO: epoch: [81/100], global_step: 115180, lr: 0.000052, loss: 0.131113, avg_reader_cost: 0.00559 s, avg_batch_cost: 0.28703 s, avg_samples: 95.6, ips: 333.06858 samples/s, eta: 3:09:14 +[2025/07/22 03:24:43] openrec INFO: epoch: [81/100], global_step: 115190, lr: 0.000052, loss: 0.173169, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.28762 s, avg_samples: 78.9, ips: 274.32338 samples/s, eta: 3:09:09 +[2025/07/22 03:24:46] openrec INFO: epoch: [81/100], global_step: 115200, lr: 0.000052, loss: 0.202925, avg_reader_cost: 0.00539 s, avg_batch_cost: 0.28986 s, avg_samples: 87.1, ips: 300.48748 samples/s, eta: 3:09:05 +[2025/07/22 03:24:49] openrec INFO: epoch: [81/100], global_step: 115210, lr: 0.000052, loss: 0.149457, avg_reader_cost: 0.00556 s, avg_batch_cost: 0.28316 s, avg_samples: 86.2, ips: 304.42666 samples/s, eta: 3:09:01 +[2025/07/22 03:24:52] openrec INFO: epoch: [81/100], global_step: 115220, lr: 0.000052, loss: 0.146731, avg_reader_cost: 0.00563 s, avg_batch_cost: 0.29165 s, avg_samples: 85.9, ips: 294.53260 samples/s, eta: 3:08:56 +[2025/07/22 03:24:54] openrec INFO: epoch: [81/100], global_step: 115230, lr: 0.000052, loss: 0.160409, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.29269 s, avg_samples: 99.9, ips: 341.31156 samples/s, eta: 3:08:52 +[2025/07/22 03:24:57] openrec INFO: epoch: [81/100], global_step: 115240, lr: 0.000051, loss: 0.127023, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.28907 s, avg_samples: 91.3, ips: 315.84435 samples/s, eta: 3:08:48 +[2025/07/22 03:25:00] openrec INFO: epoch: [81/100], global_step: 115250, lr: 0.000051, loss: 0.131981, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.28885 s, avg_samples: 89.1, ips: 308.46188 samples/s, eta: 3:08:44 +[2025/07/22 03:25:03] openrec INFO: epoch: [81/100], global_step: 115260, lr: 0.000051, loss: 0.147063, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.30133 s, avg_samples: 79.8, ips: 264.82299 samples/s, eta: 3:08:39 +[2025/07/22 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+[2025/07/22 03:26:40] openrec INFO: epoch: [81/100], global_step: 115590, lr: 0.000050, loss: 0.120497, avg_reader_cost: 0.00554 s, avg_batch_cost: 0.28890 s, avg_samples: 99.3, ips: 343.71557 samples/s, eta: 3:06:19 +[2025/07/22 03:26:43] openrec INFO: epoch: [81/100], global_step: 115600, lr: 0.000050, loss: 0.171903, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.29374 s, avg_samples: 96.0, ips: 326.82037 samples/s, eta: 3:06:15 +[2025/07/22 03:26:46] openrec INFO: epoch: [81/100], global_step: 115610, lr: 0.000050, loss: 0.175952, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.28974 s, avg_samples: 87.1, ips: 300.61925 samples/s, eta: 3:06:11 +[2025/07/22 03:26:49] openrec INFO: epoch: [81/100], global_step: 115620, lr: 0.000050, loss: 0.150582, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.28449 s, avg_samples: 99.9, ips: 351.15548 samples/s, eta: 3:06:06 +[2025/07/22 03:26:52] openrec INFO: epoch: [81/100], global_step: 115630, lr: 0.000050, loss: 0.191045, avg_reader_cost: 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openrec INFO: epoch: [81/100], global_step: 115680, lr: 0.000050, loss: 0.126954, avg_reader_cost: 0.00557 s, avg_batch_cost: 0.29546 s, avg_samples: 98.1, ips: 332.02886 samples/s, eta: 3:05:41 +[2025/07/22 03:27:09] openrec INFO: epoch: [81/100], global_step: 115690, lr: 0.000050, loss: 0.139486, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29537 s, avg_samples: 88.0, ips: 297.93520 samples/s, eta: 3:05:37 +[2025/07/22 03:27:12] openrec INFO: epoch: [81/100], global_step: 115700, lr: 0.000050, loss: 0.155102, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.29326 s, avg_samples: 86.2, ips: 293.94013 samples/s, eta: 3:05:32 +[2025/07/22 03:27:15] openrec INFO: epoch: [81/100], global_step: 115710, lr: 0.000050, loss: 0.172982, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.29099 s, avg_samples: 99.0, ips: 340.22206 samples/s, eta: 3:05:28 +[2025/07/22 03:27:18] openrec INFO: epoch: [81/100], global_step: 115720, lr: 0.000050, loss: 0.136999, avg_reader_cost: 0.00602 s, avg_batch_cost: 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03:28:41] openrec INFO: epoch: [81/100], global_step: 116000, lr: 0.000049, loss: 0.159339, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.28650 s, avg_samples: 91.6, ips: 319.71773 samples/s, eta: 3:03:25 +[2025/07/22 03:30:08] openrec INFO: cur metric, acc: 0.8516953145756693, norm_edit_dis: 0.9348808582036827, num_samples: 63646, fps: 1337.772084762429 +[2025/07/22 03:30:08] openrec INFO: best metric, acc: 0.8519938407987943, norm_edit_dis: 0.9346209583148681, num_samples: 63646, fps: 1291.3603858148451, best_epoch: 80 +[2025/07/22 03:30:10] openrec INFO: epoch: [81/100], global_step: 116010, lr: 0.000049, loss: 0.151120, avg_reader_cost: 8.68077 s, avg_batch_cost: 8.96177 s, avg_samples: 96.9, ips: 10.81260 samples/s, eta: 3:03:41 +[2025/07/22 03:30:13] openrec INFO: epoch: [81/100], global_step: 116020, lr: 0.000049, loss: 0.165677, avg_reader_cost: 0.00605 s, avg_batch_cost: 0.29163 s, avg_samples: 113.5, ips: 389.18786 samples/s, eta: 3:03:37 +[2025/07/22 03:30:16] openrec INFO: epoch: [81/100], global_step: 116030, lr: 0.000049, loss: 0.166180, avg_reader_cost: 0.00613 s, avg_batch_cost: 0.29305 s, avg_samples: 105.7, ips: 360.69200 samples/s, eta: 3:03:33 +[2025/07/22 03:30:19] openrec INFO: epoch: [81/100], global_step: 116040, lr: 0.000049, loss: 0.163528, avg_reader_cost: 0.00645 s, avg_batch_cost: 0.29861 s, avg_samples: 104.5, ips: 349.95552 samples/s, eta: 3:03:29 +[2025/07/22 03:30:22] openrec INFO: epoch: [81/100], global_step: 116050, lr: 0.000049, loss: 0.171884, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.30817 s, avg_samples: 94.3, ips: 306.00388 samples/s, eta: 3:03:24 +[2025/07/22 03:30:25] openrec INFO: epoch: [81/100], global_step: 116060, lr: 0.000049, loss: 0.195528, avg_reader_cost: 0.00607 s, avg_batch_cost: 0.28635 s, avg_samples: 83.2, ips: 290.55239 samples/s, eta: 3:03:20 +[2025/07/22 03:30:28] openrec INFO: epoch: [81/100], global_step: 116070, lr: 0.000049, loss: 0.170491, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.29408 s, 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116120, lr: 0.000048, loss: 0.163147, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.28735 s, avg_samples: 110.6, ips: 384.89399 samples/s, eta: 3:02:55 +[2025/07/22 03:30:46] openrec INFO: epoch: [81/100], global_step: 116130, lr: 0.000048, loss: 0.153748, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.28684 s, avg_samples: 93.8, ips: 327.01371 samples/s, eta: 3:02:50 +[2025/07/22 03:30:49] openrec INFO: epoch: [81/100], global_step: 116140, lr: 0.000048, loss: 0.147505, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.28945 s, avg_samples: 92.9, ips: 320.95073 samples/s, eta: 3:02:46 +[2025/07/22 03:30:51] openrec INFO: epoch: [81/100], global_step: 116150, lr: 0.000048, loss: 0.119185, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.28805 s, avg_samples: 99.0, ips: 343.69371 samples/s, eta: 3:02:42 +[2025/07/22 03:30:54] openrec INFO: epoch: [81/100], global_step: 116160, lr: 0.000048, loss: 0.171505, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.28905 s, avg_samples: 90.8, ips: 314.12957 samples/s, eta: 3:02:38 +[2025/07/22 03:30:57] openrec INFO: epoch: [81/100], global_step: 116170, lr: 0.000048, loss: 0.181933, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.28415 s, avg_samples: 105.4, ips: 370.92922 samples/s, eta: 3:02:33 +[2025/07/22 03:31:00] openrec INFO: epoch: [81/100], global_step: 116180, lr: 0.000048, loss: 0.173166, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.28361 s, avg_samples: 83.6, ips: 294.77291 samples/s, eta: 3:02:29 +[2025/07/22 03:31:03] openrec INFO: epoch: [81/100], global_step: 116190, lr: 0.000048, loss: 0.173645, avg_reader_cost: 0.00555 s, avg_batch_cost: 0.28909 s, avg_samples: 97.2, ips: 336.22898 samples/s, eta: 3:02:25 +[2025/07/22 03:31:06] openrec INFO: epoch: [81/100], global_step: 116200, lr: 0.000048, loss: 0.167706, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.29509 s, avg_samples: 93.8, ips: 317.86868 samples/s, eta: 3:02:21 +[2025/07/22 03:31:09] openrec INFO: epoch: [81/100], global_step: 116210, lr: 0.000048, loss: 0.141230, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.28942 s, avg_samples: 103.5, ips: 357.60761 samples/s, eta: 3:02:16 +[2025/07/22 03:31:12] openrec INFO: epoch: [81/100], global_step: 116220, lr: 0.000048, loss: 0.140793, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.28874 s, avg_samples: 81.5, ips: 282.26564 samples/s, eta: 3:02:12 +[2025/07/22 03:31:15] openrec INFO: epoch: [81/100], global_step: 116230, lr: 0.000048, loss: 0.136228, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.28826 s, avg_samples: 97.8, ips: 339.28110 samples/s, eta: 3:02:08 +[2025/07/22 03:31:18] openrec INFO: epoch: [81/100], global_step: 116240, lr: 0.000048, loss: 0.140942, avg_reader_cost: 0.00606 s, avg_batch_cost: 0.29384 s, avg_samples: 98.1, ips: 333.85670 samples/s, eta: 3:02:04 +[2025/07/22 03:31:21] openrec INFO: epoch: [81/100], global_step: 116250, lr: 0.000048, loss: 0.175840, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28947 s, avg_samples: 95.5, ips: 329.91293 samples/s, eta: 3:01:59 +[2025/07/22 03:31:23] openrec INFO: epoch: [81/100], global_step: 116260, lr: 0.000048, loss: 0.143363, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29218 s, avg_samples: 113.5, ips: 388.45858 samples/s, eta: 3:01:55 +[2025/07/22 03:31:26] openrec INFO: epoch: [81/100], global_step: 116270, lr: 0.000048, loss: 0.132373, avg_reader_cost: 0.00559 s, avg_batch_cost: 0.28620 s, avg_samples: 105.4, ips: 368.26998 samples/s, eta: 3:01:51 +[2025/07/22 03:31:29] openrec INFO: epoch: [81/100], global_step: 116280, lr: 0.000048, loss: 0.168201, avg_reader_cost: 0.00559 s, avg_batch_cost: 0.29949 s, avg_samples: 105.7, ips: 352.93700 samples/s, eta: 3:01:47 +[2025/07/22 03:31:32] openrec INFO: epoch: [81/100], global_step: 116290, lr: 0.000048, loss: 0.155659, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28820 s, avg_samples: 90.5, ips: 314.02088 samples/s, eta: 3:01:42 +[2025/07/22 03:31:35] openrec INFO: epoch: [81/100], global_step: 116300, lr: 0.000048, loss: 0.134229, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29701 s, avg_samples: 109.2, ips: 367.66437 samples/s, eta: 3:01:38 +[2025/07/22 03:31:38] openrec INFO: epoch: [81/100], global_step: 116310, lr: 0.000048, loss: 0.129492, avg_reader_cost: 0.00554 s, avg_batch_cost: 0.28832 s, avg_samples: 95.5, ips: 331.23051 samples/s, eta: 3:01:34 +[2025/07/22 03:31:40] openrec INFO: epoch: [81/100], global_step: 116316, lr: 0.000048, loss: 0.139310, avg_reader_cost: 0.00356 s, avg_batch_cost: 0.17262 s, avg_samples: 55.4, ips: 320.93490 samples/s, eta: 3:01:31 +[2025/07/22 03:33:07] openrec INFO: cur metric, acc: 0.8519152812663929, norm_edit_dis: 0.9348091987157008, num_samples: 63646, fps: 1330.2218746396184 +[2025/07/22 03:33:07] openrec INFO: best metric, acc: 0.8519938407987943, norm_edit_dis: 0.9346209583148681, num_samples: 63646, fps: 1291.3603858148451, best_epoch: 80 +[2025/07/22 03:33:09] openrec INFO: save ckpt to 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0.000048, loss: 0.164264, avg_reader_cost: 0.00563 s, avg_batch_cost: 0.28626 s, avg_samples: 96.0, ips: 335.36267 samples/s, eta: 3:01:38 +[2025/07/22 03:33:24] openrec INFO: epoch: [82/100], global_step: 116360, lr: 0.000048, loss: 0.156003, avg_reader_cost: 0.00558 s, avg_batch_cost: 0.29082 s, avg_samples: 119.0, ips: 409.18949 samples/s, eta: 3:01:34 +[2025/07/22 03:33:26] openrec INFO: epoch: [82/100], global_step: 116370, lr: 0.000048, loss: 0.150355, avg_reader_cost: 0.00555 s, avg_batch_cost: 0.28987 s, avg_samples: 85.0, ips: 293.23333 samples/s, eta: 3:01:30 +[2025/07/22 03:33:29] openrec INFO: epoch: [82/100], global_step: 116380, lr: 0.000048, loss: 0.158830, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.28743 s, avg_samples: 82.8, ips: 288.06691 samples/s, eta: 3:01:25 +[2025/07/22 03:33:32] openrec INFO: epoch: [82/100], global_step: 116390, lr: 0.000048, loss: 0.163001, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.28827 s, avg_samples: 81.9, ips: 284.10658 samples/s, eta: 3:01:21 +[2025/07/22 03:33:35] openrec INFO: epoch: [82/100], global_step: 116400, lr: 0.000047, loss: 0.156075, avg_reader_cost: 0.00553 s, avg_batch_cost: 0.29144 s, avg_samples: 95.5, ips: 327.67836 samples/s, eta: 3:01:17 +[2025/07/22 03:33:38] openrec INFO: epoch: [82/100], global_step: 116410, lr: 0.000047, loss: 0.138040, avg_reader_cost: 0.00555 s, avg_batch_cost: 0.28519 s, avg_samples: 92.6, ips: 324.69344 samples/s, eta: 3:01:13 +[2025/07/22 03:33:41] openrec INFO: epoch: [82/100], global_step: 116420, lr: 0.000047, loss: 0.157947, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.28491 s, avg_samples: 93.4, ips: 327.82454 samples/s, eta: 3:01:08 +[2025/07/22 03:33:44] openrec INFO: epoch: [82/100], global_step: 116430, lr: 0.000047, loss: 0.207306, avg_reader_cost: 0.00543 s, avg_batch_cost: 0.28683 s, avg_samples: 86.2, ips: 300.52890 samples/s, eta: 3:01:04 +[2025/07/22 03:33:47] openrec INFO: epoch: [82/100], global_step: 116440, lr: 0.000047, loss: 0.187313, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.28630 s, avg_samples: 88.6, ips: 309.47050 samples/s, eta: 3:01:00 +[2025/07/22 03:33:50] openrec INFO: epoch: [82/100], global_step: 116450, lr: 0.000047, loss: 0.138801, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.29131 s, avg_samples: 86.8, ips: 297.96042 samples/s, eta: 3:00:56 +[2025/07/22 03:33:52] openrec INFO: epoch: [82/100], global_step: 116460, lr: 0.000047, loss: 0.168437, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.28343 s, avg_samples: 89.6, ips: 316.12754 samples/s, eta: 3:00:51 +[2025/07/22 03:33:55] openrec INFO: epoch: [82/100], global_step: 116470, lr: 0.000047, loss: 0.178132, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.28316 s, avg_samples: 77.2, ips: 272.63545 samples/s, eta: 3:00:47 +[2025/07/22 03:33:58] openrec INFO: epoch: [82/100], global_step: 116480, lr: 0.000047, loss: 0.135947, avg_reader_cost: 0.00543 s, avg_batch_cost: 0.29430 s, avg_samples: 98.1, ips: 333.32860 samples/s, eta: 3:00:43 +[2025/07/22 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+[2025/07/22 03:37:09] openrec INFO: epoch: [82/100], global_step: 117130, lr: 0.000045, loss: 0.146980, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.29566 s, avg_samples: 96.9, ips: 327.74326 samples/s, eta: 2:56:07 +[2025/07/22 03:37:12] openrec INFO: epoch: [82/100], global_step: 117140, lr: 0.000045, loss: 0.144679, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.29527 s, avg_samples: 94.7, ips: 320.72254 samples/s, eta: 2:56:03 +[2025/07/22 03:37:15] openrec INFO: epoch: [82/100], global_step: 117150, lr: 0.000045, loss: 0.157788, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29335 s, avg_samples: 104.9, ips: 357.59567 samples/s, eta: 2:55:59 +[2025/07/22 03:37:18] openrec INFO: epoch: [82/100], global_step: 117160, lr: 0.000045, loss: 0.173139, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.29447 s, avg_samples: 101.9, ips: 346.04034 samples/s, eta: 2:55:54 +[2025/07/22 03:37:21] openrec INFO: epoch: [82/100], global_step: 117170, lr: 0.000045, loss: 0.142292, avg_reader_cost: 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loss: 0.180862, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.28697 s, avg_samples: 96.0, ips: 334.52483 samples/s, eta: 2:54:13 +[2025/07/22 03:38:31] openrec INFO: epoch: [82/100], global_step: 117410, lr: 0.000044, loss: 0.204899, avg_reader_cost: 0.00560 s, avg_batch_cost: 0.28911 s, avg_samples: 95.5, ips: 330.31953 samples/s, eta: 2:54:09 +[2025/07/22 03:38:34] openrec INFO: epoch: [82/100], global_step: 117420, lr: 0.000044, loss: 0.143752, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.28563 s, avg_samples: 101.6, ips: 355.70786 samples/s, eta: 2:54:04 +[2025/07/22 03:38:37] openrec INFO: epoch: [82/100], global_step: 117430, lr: 0.000044, loss: 0.133676, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29906 s, avg_samples: 91.7, ips: 306.62903 samples/s, eta: 2:54:00 +[2025/07/22 03:38:40] openrec INFO: epoch: [82/100], global_step: 117440, lr: 0.000044, loss: 0.195944, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.28890 s, avg_samples: 91.7, ips: 317.41289 samples/s, eta: 2:53:56 +[2025/07/22 03:38:43] openrec INFO: epoch: [82/100], global_step: 117450, lr: 0.000044, loss: 0.167897, avg_reader_cost: 0.00611 s, avg_batch_cost: 0.29677 s, avg_samples: 102.8, ips: 346.40026 samples/s, eta: 2:53:52 +[2025/07/22 03:38:46] openrec INFO: epoch: [82/100], global_step: 117460, lr: 0.000044, loss: 0.148205, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.28472 s, avg_samples: 99.9, ips: 350.87051 samples/s, eta: 2:53:47 +[2025/07/22 03:38:49] openrec INFO: epoch: [82/100], global_step: 117470, lr: 0.000044, loss: 0.142109, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29109 s, avg_samples: 96.8, ips: 332.54545 samples/s, eta: 2:53:43 +[2025/07/22 03:38:51] openrec INFO: epoch: [82/100], global_step: 117480, lr: 0.000044, loss: 0.148788, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.29515 s, avg_samples: 89.1, ips: 301.88109 samples/s, eta: 2:53:39 +[2025/07/22 03:38:54] openrec INFO: epoch: [82/100], global_step: 117490, lr: 0.000044, loss: 0.142594, avg_reader_cost: 0.00612 s, avg_batch_cost: 0.29469 s, avg_samples: 97.8, ips: 331.87781 samples/s, eta: 2:53:35 +[2025/07/22 03:38:57] openrec INFO: epoch: [82/100], global_step: 117500, lr: 0.000044, loss: 0.155551, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.29272 s, avg_samples: 87.0, ips: 297.21494 samples/s, eta: 2:53:30 +[2025/07/22 03:39:00] openrec INFO: epoch: [82/100], global_step: 117510, lr: 0.000044, loss: 0.170958, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.28934 s, avg_samples: 89.6, ips: 309.66975 samples/s, eta: 2:53:26 +[2025/07/22 03:39:03] openrec INFO: epoch: [82/100], global_step: 117520, lr: 0.000044, loss: 0.180964, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.28858 s, avg_samples: 86.2, ips: 298.70337 samples/s, eta: 2:53:22 +[2025/07/22 03:39:06] openrec INFO: epoch: [82/100], global_step: 117530, lr: 0.000044, loss: 0.170526, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.28933 s, avg_samples: 89.1, ips: 307.95526 samples/s, eta: 2:53:18 +[2025/07/22 03:39:09] openrec INFO: epoch: [82/100], global_step: 117540, lr: 0.000044, loss: 0.145564, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.28651 s, avg_samples: 94.7, ips: 330.52602 samples/s, eta: 2:53:14 +[2025/07/22 03:39:12] openrec INFO: epoch: [82/100], global_step: 117550, lr: 0.000044, loss: 0.126992, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28881 s, avg_samples: 96.9, ips: 335.51100 samples/s, eta: 2:53:09 +[2025/07/22 03:39:15] openrec INFO: epoch: [82/100], global_step: 117560, lr: 0.000044, loss: 0.122039, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28334 s, avg_samples: 91.7, ips: 323.64102 samples/s, eta: 2:53:05 +[2025/07/22 03:39:18] openrec INFO: epoch: [82/100], global_step: 117570, lr: 0.000044, loss: 0.204034, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29640 s, avg_samples: 78.9, ips: 266.19191 samples/s, eta: 2:53:01 +[2025/07/22 03:39:21] openrec INFO: epoch: [82/100], global_step: 117580, lr: 0.000044, loss: 0.191753, avg_reader_cost: 0.02077 s, avg_batch_cost: 0.31394 s, avg_samples: 91.7, ips: 292.09474 samples/s, eta: 2:52:57 +[2025/07/22 03:39:24] openrec INFO: epoch: [82/100], global_step: 117590, lr: 0.000044, loss: 0.137484, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29342 s, avg_samples: 103.6, ips: 353.08249 samples/s, eta: 2:52:52 +[2025/07/22 03:39:27] openrec INFO: epoch: [82/100], global_step: 117600, lr: 0.000044, loss: 0.143761, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.28964 s, avg_samples: 119.0, ips: 410.85570 samples/s, eta: 2:52:48 +[2025/07/22 03:39:30] openrec INFO: epoch: [82/100], global_step: 117610, lr: 0.000043, loss: 0.143761, avg_reader_cost: 0.00637 s, avg_batch_cost: 0.29247 s, avg_samples: 96.4, ips: 329.60116 samples/s, eta: 2:52:44 +[2025/07/22 03:39:33] openrec INFO: epoch: [82/100], global_step: 117620, lr: 0.000043, loss: 0.149673, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.28837 s, avg_samples: 94.4, ips: 327.36131 samples/s, eta: 2:52:40 +[2025/07/22 03:39:35] openrec INFO: epoch: [82/100], global_step: 117630, lr: 0.000043, loss: 0.137606, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.28702 s, avg_samples: 104.5, ips: 364.08780 samples/s, eta: 2:52:36 +[2025/07/22 03:39:38] openrec INFO: epoch: [82/100], global_step: 117640, lr: 0.000043, loss: 0.158605, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.28911 s, avg_samples: 69.6, ips: 240.73611 samples/s, eta: 2:52:31 +[2025/07/22 03:39:41] openrec INFO: epoch: [82/100], global_step: 117650, lr: 0.000043, loss: 0.186123, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.28116 s, avg_samples: 97.6, ips: 347.13928 samples/s, eta: 2:52:27 +[2025/07/22 03:39:44] openrec INFO: epoch: [82/100], global_step: 117660, lr: 0.000043, loss: 0.154416, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.28751 s, avg_samples: 96.0, ips: 333.89851 samples/s, eta: 2:52:23 +[2025/07/22 03:39:47] openrec INFO: epoch: [82/100], global_step: 117670, lr: 0.000043, loss: 0.159621, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.29362 s, avg_samples: 110.9, ips: 377.69960 samples/s, eta: 2:52:19 +[2025/07/22 03:39:50] openrec INFO: epoch: [82/100], global_step: 117680, lr: 0.000043, loss: 0.178972, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.29095 s, avg_samples: 86.2, ips: 296.27447 samples/s, eta: 2:52:14 +[2025/07/22 03:39:53] openrec INFO: epoch: [82/100], global_step: 117690, lr: 0.000043, loss: 0.207316, avg_reader_cost: 0.00563 s, avg_batch_cost: 0.29415 s, avg_samples: 83.6, ips: 284.21042 samples/s, eta: 2:52:10 +[2025/07/22 03:39:56] openrec INFO: epoch: [82/100], global_step: 117700, lr: 0.000043, loss: 0.198473, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.29084 s, avg_samples: 91.7, ips: 315.28990 samples/s, eta: 2:52:06 +[2025/07/22 03:39:59] openrec INFO: epoch: [82/100], global_step: 117710, lr: 0.000043, loss: 0.178258, avg_reader_cost: 0.00612 s, avg_batch_cost: 0.29673 s, avg_samples: 99.8, ips: 336.33248 samples/s, eta: 2:52:02 +[2025/07/22 03:40:02] openrec INFO: epoch: [82/100], global_step: 117720, lr: 0.000043, loss: 0.153007, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.29332 s, avg_samples: 107.1, ips: 365.13630 samples/s, eta: 2:51:58 +[2025/07/22 03:40:05] openrec INFO: epoch: [82/100], global_step: 117730, lr: 0.000043, loss: 0.152633, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.28890 s, avg_samples: 117.3, ips: 406.01954 samples/s, eta: 2:51:53 +[2025/07/22 03:40:08] openrec INFO: epoch: [82/100], global_step: 117740, lr: 0.000043, loss: 0.149740, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.28700 s, avg_samples: 93.8, ips: 326.82705 samples/s, eta: 2:51:49 +[2025/07/22 03:40:10] openrec INFO: epoch: [82/100], global_step: 117750, lr: 0.000043, loss: 0.123786, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.28676 s, avg_samples: 101.0, ips: 352.20860 samples/s, eta: 2:51:45 +[2025/07/22 03:40:11] openrec INFO: epoch: [82/100], global_step: 117752, lr: 0.000043, loss: 0.123786, avg_reader_cost: 0.00111 s, avg_batch_cost: 0.05853 s, avg_samples: 14.9, ips: 254.58473 samples/s, eta: 2:51:44 +[2025/07/22 03:41:38] openrec INFO: cur metric, acc: 0.8525594694320837, norm_edit_dis: 0.9351356343460259, num_samples: 63646, fps: 1325.7229350036357 +[2025/07/22 03:41:39] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/22 03:41:39] openrec INFO: best metric, acc: 0.8525594694320837, norm_edit_dis: 0.9351356343460259, num_samples: 63646, fps: 1325.7229350036357, best_epoch: 82 +[2025/07/22 03:41:42] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/22 03:41:42] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_82.pth +[2025/07/22 03:41:45] openrec INFO: epoch: [83/100], global_step: 117760, lr: 0.000043, loss: 0.165754, avg_reader_cost: 9.19485 s, avg_batch_cost: 9.41582 s, avg_samples: 61.4, ips: 6.52094 samples/s, eta: 2:52:01 +[2025/07/22 03:41:48] openrec INFO: epoch: [83/100], global_step: 117770, lr: 0.000043, loss: 0.148539, avg_reader_cost: 0.00562 s, avg_batch_cost: 0.28503 s, avg_samples: 105.7, ips: 370.83595 samples/s, eta: 2:51:56 +[2025/07/22 03:41:51] openrec INFO: epoch: [83/100], global_step: 117780, lr: 0.000043, loss: 0.111130, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29349 s, avg_samples: 105.4, ips: 359.12841 samples/s, eta: 2:51:52 +[2025/07/22 03:41:54] openrec INFO: epoch: [83/100], global_step: 117790, lr: 0.000043, loss: 0.117680, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.29559 s, avg_samples: 101.9, ips: 344.73535 samples/s, eta: 2:51:48 +[2025/07/22 03:41:57] openrec INFO: epoch: [83/100], global_step: 117800, lr: 0.000043, loss: 0.199577, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.28283 s, avg_samples: 95.5, ips: 337.66171 samples/s, eta: 2:51:44 +[2025/07/22 03:42:00] openrec INFO: epoch: [83/100], global_step: 117810, lr: 0.000043, loss: 0.180046, avg_reader_cost: 0.00639 s, avg_batch_cost: 0.28765 s, avg_samples: 91.4, ips: 317.74891 samples/s, eta: 2:51:40 +[2025/07/22 03:42:03] openrec INFO: epoch: [83/100], global_step: 117820, lr: 0.000043, loss: 0.148085, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.28792 s, avg_samples: 104.5, ips: 362.94907 samples/s, eta: 2:51:35 +[2025/07/22 03:42:06] openrec INFO: epoch: [83/100], global_step: 117830, lr: 0.000043, loss: 0.142380, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.28905 s, avg_samples: 104.2, ips: 360.48724 samples/s, eta: 2:51:31 +[2025/07/22 03:42:08] openrec INFO: epoch: [83/100], global_step: 117840, lr: 0.000043, loss: 0.136171, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29132 s, avg_samples: 80.7, ips: 277.01874 samples/s, eta: 2:51:27 +[2025/07/22 03:42:11] openrec INFO: epoch: [83/100], global_step: 117850, lr: 0.000043, loss: 0.139610, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.28850 s, avg_samples: 96.9, ips: 335.87877 samples/s, eta: 2:51:23 +[2025/07/22 03:42:14] openrec INFO: epoch: [83/100], global_step: 117860, lr: 0.000043, loss: 0.139229, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.28939 s, avg_samples: 102.8, ips: 355.23387 samples/s, eta: 2:51:18 +[2025/07/22 03:42:17] openrec INFO: epoch: [83/100], global_step: 117870, lr: 0.000043, loss: 0.126725, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.29427 s, avg_samples: 87.4, ips: 297.00837 samples/s, eta: 2:51:14 +[2025/07/22 03:42:20] openrec INFO: epoch: [83/100], global_step: 117880, lr: 0.000043, loss: 0.183441, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.28646 s, avg_samples: 96.0, ips: 335.12045 samples/s, eta: 2:51:10 +[2025/07/22 03:42:23] openrec INFO: epoch: [83/100], global_step: 117890, lr: 0.000043, loss: 0.174860, avg_reader_cost: 0.00610 s, avg_batch_cost: 0.28860 s, avg_samples: 108.3, ips: 375.25418 samples/s, eta: 2:51:06 +[2025/07/22 03:42:26] openrec INFO: epoch: [83/100], global_step: 117900, lr: 0.000043, loss: 0.139747, avg_reader_cost: 0.00563 s, avg_batch_cost: 0.28465 s, avg_samples: 93.8, ips: 329.52794 samples/s, eta: 2:51:01 +[2025/07/22 03:42:29] openrec INFO: epoch: [83/100], global_step: 117910, lr: 0.000043, loss: 0.134929, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.28689 s, avg_samples: 97.6, ips: 340.19818 samples/s, eta: 2:50:57 +[2025/07/22 03:42:32] openrec INFO: epoch: [83/100], global_step: 117920, lr: 0.000042, loss: 0.166729, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.29124 s, avg_samples: 89.6, ips: 307.64486 samples/s, eta: 2:50:53 +[2025/07/22 03:42:35] openrec INFO: epoch: [83/100], global_step: 117930, lr: 0.000042, loss: 0.167430, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.29022 s, avg_samples: 89.1, ips: 307.00631 samples/s, eta: 2:50:49 +[2025/07/22 03:42:38] openrec INFO: epoch: [83/100], global_step: 117940, lr: 0.000042, loss: 0.170283, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29305 s, avg_samples: 94.3, ips: 321.79188 samples/s, eta: 2:50:45 +[2025/07/22 03:42:40] openrec INFO: epoch: [83/100], global_step: 117950, lr: 0.000042, loss: 0.194640, avg_reader_cost: 0.00530 s, avg_batch_cost: 0.29079 s, avg_samples: 97.1, ips: 333.92180 samples/s, eta: 2:50:40 +[2025/07/22 03:42:43] openrec INFO: epoch: [83/100], global_step: 117960, lr: 0.000042, loss: 0.167100, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.28261 s, avg_samples: 109.7, ips: 388.17299 samples/s, eta: 2:50:36 +[2025/07/22 03:42:46] openrec INFO: epoch: [83/100], global_step: 117970, lr: 0.000042, loss: 0.175796, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.28694 s, avg_samples: 111.8, ips: 389.62888 samples/s, eta: 2:50:32 +[2025/07/22 03:42:49] openrec INFO: epoch: [83/100], global_step: 117980, lr: 0.000042, loss: 0.169873, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.28963 s, avg_samples: 103.2, ips: 356.31124 samples/s, eta: 2:50:28 +[2025/07/22 03:42:52] openrec INFO: epoch: [83/100], global_step: 117990, lr: 0.000042, loss: 0.177609, avg_reader_cost: 0.00551 s, avg_batch_cost: 0.29876 s, avg_samples: 88.3, ips: 295.55932 samples/s, eta: 2:50:23 +[2025/07/22 03:42:55] openrec INFO: epoch: [83/100], global_step: 118000, lr: 0.000042, loss: 0.177609, avg_reader_cost: 0.00618 s, avg_batch_cost: 0.29386 s, avg_samples: 78.6, ips: 267.47760 samples/s, eta: 2:50:19 +[2025/07/22 03:44:25] openrec INFO: cur metric, acc: 0.8528579956552088, norm_edit_dis: 0.9354972204896729, num_samples: 63646, fps: 1257.7515718910329 +[2025/07/22 03:44:26] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/22 03:44:26] openrec INFO: best metric, acc: 0.8528579956552088, norm_edit_dis: 0.9354972204896729, num_samples: 63646, fps: 1257.7515718910329, best_epoch: 83 +[2025/07/22 03:44:29] openrec INFO: epoch: [83/100], global_step: 118010, lr: 0.000042, loss: 0.143689, avg_reader_cost: 9.09814 s, avg_batch_cost: 9.37430 s, avg_samples: 98.1, ips: 10.46478 samples/s, eta: 2:50:35 +[2025/07/22 03:44:32] openrec INFO: epoch: [83/100], global_step: 118020, lr: 0.000042, loss: 0.150372, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28613 s, avg_samples: 91.7, ips: 320.48298 samples/s, eta: 2:50:30 +[2025/07/22 03:44:35] openrec INFO: epoch: [83/100], global_step: 118030, lr: 0.000042, loss: 0.202706, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.28452 s, avg_samples: 84.1, ips: 295.58433 samples/s, eta: 2:50:26 +[2025/07/22 03:44:37] openrec INFO: epoch: [83/100], global_step: 118040, lr: 0.000042, loss: 0.233883, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29094 s, avg_samples: 84.1, ips: 289.06176 samples/s, eta: 2:50:22 +[2025/07/22 03:44:40] openrec INFO: epoch: [83/100], global_step: 118050, lr: 0.000042, loss: 0.128320, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.28839 s, avg_samples: 97.6, ips: 338.42747 samples/s, eta: 2:50:18 +[2025/07/22 03:44:43] openrec INFO: epoch: [83/100], global_step: 118060, lr: 0.000042, loss: 0.129551, avg_reader_cost: 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openrec INFO: epoch: [83/100], global_step: 118110, lr: 0.000042, loss: 0.125912, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.28970 s, avg_samples: 105.7, ips: 364.86292 samples/s, eta: 2:49:52 +[2025/07/22 03:45:01] openrec INFO: epoch: [83/100], global_step: 118120, lr: 0.000042, loss: 0.141671, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.28897 s, avg_samples: 96.9, ips: 335.32993 samples/s, eta: 2:49:48 +[2025/07/22 03:45:04] openrec INFO: epoch: [83/100], global_step: 118130, lr: 0.000042, loss: 0.178968, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.28487 s, avg_samples: 100.2, ips: 351.74510 samples/s, eta: 2:49:44 +[2025/07/22 03:45:07] openrec INFO: epoch: [83/100], global_step: 118140, lr: 0.000042, loss: 0.159653, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.29078 s, avg_samples: 110.9, ips: 381.38196 samples/s, eta: 2:49:40 +[2025/07/22 03:45:10] openrec INFO: epoch: [83/100], global_step: 118150, lr: 0.000042, loss: 0.160923, avg_reader_cost: 0.00577 s, avg_batch_cost: 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+[2025/07/22 03:48:05] openrec INFO: epoch: [83/100], global_step: 118750, lr: 0.000040, loss: 0.103499, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29073 s, avg_samples: 87.0, ips: 299.24677 samples/s, eta: 2:45:22 +[2025/07/22 03:48:08] openrec INFO: epoch: [83/100], global_step: 118760, lr: 0.000040, loss: 0.167229, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.30517 s, avg_samples: 96.4, ips: 315.89090 samples/s, eta: 2:45:17 +[2025/07/22 03:48:11] openrec INFO: epoch: [83/100], global_step: 118770, lr: 0.000040, loss: 0.160275, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29038 s, avg_samples: 92.6, ips: 318.89238 samples/s, eta: 2:45:13 +[2025/07/22 03:48:14] openrec INFO: epoch: [83/100], global_step: 118780, lr: 0.000040, loss: 0.147567, avg_reader_cost: 0.00619 s, avg_batch_cost: 0.28755 s, avg_samples: 97.2, ips: 338.03016 samples/s, eta: 2:45:09 +[2025/07/22 03:48:17] openrec INFO: epoch: [83/100], global_step: 118790, lr: 0.000040, loss: 0.150436, avg_reader_cost: 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INFO: epoch: [83/100], global_step: 118840, lr: 0.000040, loss: 0.152191, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.28913 s, avg_samples: 102.8, ips: 355.55082 samples/s, eta: 2:44:44 +[2025/07/22 03:48:34] openrec INFO: epoch: [83/100], global_step: 118850, lr: 0.000040, loss: 0.138269, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29210 s, avg_samples: 100.7, ips: 344.74844 samples/s, eta: 2:44:40 +[2025/07/22 03:48:37] openrec INFO: epoch: [83/100], global_step: 118860, lr: 0.000040, loss: 0.123102, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29319 s, avg_samples: 112.6, ips: 384.05504 samples/s, eta: 2:44:35 +[2025/07/22 03:48:40] openrec INFO: epoch: [83/100], global_step: 118870, lr: 0.000039, loss: 0.123102, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29924 s, avg_samples: 91.7, ips: 306.44324 samples/s, eta: 2:44:31 +[2025/07/22 03:48:43] openrec INFO: epoch: [83/100], global_step: 118880, lr: 0.000039, loss: 0.165140, avg_reader_cost: 0.00561 s, avg_batch_cost: 0.28346 s, avg_samples: 93.4, ips: 329.50195 samples/s, eta: 2:44:27 +[2025/07/22 03:48:46] openrec INFO: epoch: [83/100], global_step: 118890, lr: 0.000039, loss: 0.182688, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29677 s, avg_samples: 97.2, ips: 327.52584 samples/s, eta: 2:44:23 +[2025/07/22 03:48:49] openrec INFO: epoch: [83/100], global_step: 118900, lr: 0.000039, loss: 0.165886, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29068 s, avg_samples: 90.9, ips: 312.71529 samples/s, eta: 2:44:18 +[2025/07/22 03:48:52] openrec INFO: epoch: [83/100], global_step: 118910, lr: 0.000039, loss: 0.169602, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.28581 s, avg_samples: 99.0, ips: 346.37883 samples/s, eta: 2:44:14 +[2025/07/22 03:48:55] openrec INFO: epoch: [83/100], global_step: 118920, lr: 0.000039, loss: 0.151315, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29132 s, avg_samples: 96.9, ips: 332.62573 samples/s, eta: 2:44:10 +[2025/07/22 03:48:58] openrec INFO: epoch: [83/100], global_step: 118930, lr: 0.000039, loss: 0.144740, avg_reader_cost: 0.00556 s, avg_batch_cost: 0.29067 s, avg_samples: 85.9, ips: 295.52056 samples/s, eta: 2:44:06 +[2025/07/22 03:49:01] openrec INFO: epoch: [83/100], global_step: 118940, lr: 0.000039, loss: 0.139896, avg_reader_cost: 0.00612 s, avg_batch_cost: 0.28731 s, avg_samples: 103.5, ips: 360.23400 samples/s, eta: 2:44:02 +[2025/07/22 03:49:03] openrec INFO: epoch: [83/100], global_step: 118950, lr: 0.000039, loss: 0.130691, avg_reader_cost: 0.00606 s, avg_batch_cost: 0.28541 s, avg_samples: 119.0, ips: 416.94161 samples/s, eta: 2:43:57 +[2025/07/22 03:49:06] openrec INFO: epoch: [83/100], global_step: 118960, lr: 0.000039, loss: 0.148103, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.28621 s, avg_samples: 95.5, ips: 333.66973 samples/s, eta: 2:43:53 +[2025/07/22 03:49:09] openrec INFO: epoch: [83/100], global_step: 118970, lr: 0.000039, loss: 0.185628, avg_reader_cost: 0.00608 s, avg_batch_cost: 0.28723 s, avg_samples: 82.2, ips: 286.18186 samples/s, eta: 2:43:49 +[2025/07/22 03:49:12] openrec INFO: epoch: [83/100], global_step: 118980, lr: 0.000039, loss: 0.154459, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29503 s, avg_samples: 101.1, ips: 342.68167 samples/s, eta: 2:43:45 +[2025/07/22 03:49:15] openrec INFO: epoch: [83/100], global_step: 118990, lr: 0.000039, loss: 0.127759, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.29521 s, avg_samples: 110.4, ips: 373.96509 samples/s, eta: 2:43:40 +[2025/07/22 03:49:18] openrec INFO: epoch: [83/100], global_step: 119000, lr: 0.000039, loss: 0.150717, avg_reader_cost: 0.00623 s, avg_batch_cost: 0.29072 s, avg_samples: 87.4, ips: 300.62999 samples/s, eta: 2:43:36 +[2025/07/22 03:49:21] openrec INFO: epoch: [83/100], global_step: 119010, lr: 0.000039, loss: 0.151582, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.28768 s, avg_samples: 101.9, ips: 354.21318 samples/s, eta: 2:43:32 +[2025/07/22 03:49:24] openrec INFO: epoch: [83/100], global_step: 119020, lr: 0.000039, loss: 0.140517, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29174 s, avg_samples: 93.8, ips: 321.51515 samples/s, eta: 2:43:28 +[2025/07/22 03:49:27] openrec INFO: epoch: [83/100], global_step: 119030, lr: 0.000039, loss: 0.149902, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.28954 s, avg_samples: 97.8, ips: 337.77162 samples/s, eta: 2:43:24 +[2025/07/22 03:49:30] openrec INFO: epoch: [83/100], global_step: 119040, lr: 0.000039, loss: 0.150737, avg_reader_cost: 0.00644 s, avg_batch_cost: 0.28641 s, avg_samples: 95.2, ips: 332.38958 samples/s, eta: 2:43:19 +[2025/07/22 03:49:33] openrec INFO: epoch: [83/100], global_step: 119050, lr: 0.000039, loss: 0.145211, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29491 s, avg_samples: 89.2, ips: 302.46176 samples/s, eta: 2:43:15 +[2025/07/22 03:49:35] openrec INFO: epoch: [83/100], global_step: 119060, lr: 0.000039, loss: 0.133889, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.28575 s, avg_samples: 95.6, ips: 334.55530 samples/s, eta: 2:43:11 +[2025/07/22 03:49:38] openrec INFO: epoch: [83/100], global_step: 119070, lr: 0.000039, loss: 0.133593, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.29048 s, avg_samples: 100.7, ips: 346.66967 samples/s, eta: 2:43:07 +[2025/07/22 03:49:41] openrec INFO: epoch: [83/100], global_step: 119080, lr: 0.000039, loss: 0.131143, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.28859 s, avg_samples: 96.9, ips: 335.77541 samples/s, eta: 2:43:03 +[2025/07/22 03:49:44] openrec INFO: epoch: [83/100], global_step: 119090, lr: 0.000039, loss: 0.163501, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29491 s, avg_samples: 94.3, ips: 319.75800 samples/s, eta: 2:42:58 +[2025/07/22 03:49:47] openrec INFO: epoch: [83/100], global_step: 119100, lr: 0.000039, loss: 0.140778, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29269 s, avg_samples: 97.6, ips: 333.46340 samples/s, eta: 2:42:54 +[2025/07/22 03:49:50] openrec INFO: epoch: [83/100], global_step: 119110, lr: 0.000039, loss: 0.139513, avg_reader_cost: 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INFO: epoch: [83/100], global_step: 119160, lr: 0.000039, loss: 0.173044, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.28522 s, avg_samples: 89.6, ips: 314.14126 samples/s, eta: 2:42:29 +[2025/07/22 03:50:08] openrec INFO: epoch: [83/100], global_step: 119170, lr: 0.000039, loss: 0.138666, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29890 s, avg_samples: 90.4, ips: 302.43820 samples/s, eta: 2:42:25 +[2025/07/22 03:50:11] openrec INFO: epoch: [83/100], global_step: 119180, lr: 0.000039, loss: 0.130574, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29035 s, avg_samples: 105.7, ips: 364.03830 samples/s, eta: 2:42:20 +[2025/07/22 03:50:13] openrec INFO: epoch: [83/100], global_step: 119188, lr: 0.000039, loss: 0.132232, avg_reader_cost: 0.00451 s, avg_batch_cost: 0.23100 s, avg_samples: 72.9, ips: 315.57996 samples/s, eta: 2:42:17 +[2025/07/22 03:51:40] openrec INFO: cur metric, acc: 0.8536750147921824, norm_edit_dis: 0.9356681569030674, num_samples: 63646, fps: 1324.4804596905597 +[2025/07/22 03:51:41] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/22 03:51:41] openrec INFO: best metric, acc: 0.8536750147921824, norm_edit_dis: 0.9356681569030674, num_samples: 63646, fps: 1324.4804596905597, best_epoch: 83 +[2025/07/22 03:51:43] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/22 03:51:44] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_83.pth +[2025/07/22 03:51:45] openrec INFO: epoch: [84/100], global_step: 119190, lr: 0.000038, loss: 0.124141, avg_reader_cost: 9.19167 s, avg_batch_cost: 9.24677 s, avg_samples: 12.8, ips: 1.38427 samples/s, eta: 2:42:35 +[2025/07/22 03:51:48] openrec INFO: epoch: [84/100], global_step: 119200, lr: 0.000038, loss: 0.124141, avg_reader_cost: 0.00597 s, avg_batch_cost: 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+[2025/07/22 03:54:17] openrec INFO: epoch: [84/100], global_step: 119710, lr: 0.000037, loss: 0.147838, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.29533 s, avg_samples: 105.7, ips: 357.90579 samples/s, eta: 2:38:56 +[2025/07/22 03:54:20] openrec INFO: epoch: [84/100], global_step: 119720, lr: 0.000037, loss: 0.129634, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.29026 s, avg_samples: 95.9, ips: 330.38926 samples/s, eta: 2:38:52 +[2025/07/22 03:54:23] openrec INFO: epoch: [84/100], global_step: 119730, lr: 0.000037, loss: 0.144403, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.29065 s, avg_samples: 96.9, ips: 333.39072 samples/s, eta: 2:38:47 +[2025/07/22 03:54:26] openrec INFO: epoch: [84/100], global_step: 119740, lr: 0.000037, loss: 0.147952, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29480 s, avg_samples: 81.9, ips: 277.81127 samples/s, eta: 2:38:43 +[2025/07/22 03:54:29] openrec INFO: epoch: [84/100], global_step: 119750, lr: 0.000037, loss: 0.139571, avg_reader_cost: 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ips: 324.67060 samples/s, eta: 2:37:23 +[2025/07/22 03:55:25] openrec INFO: epoch: [84/100], global_step: 119940, lr: 0.000036, loss: 0.113219, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.28882 s, avg_samples: 87.9, ips: 304.33791 samples/s, eta: 2:37:19 +[2025/07/22 03:55:28] openrec INFO: epoch: [84/100], global_step: 119950, lr: 0.000036, loss: 0.194444, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29205 s, avg_samples: 89.1, ips: 305.08245 samples/s, eta: 2:37:15 +[2025/07/22 03:55:31] openrec INFO: epoch: [84/100], global_step: 119960, lr: 0.000036, loss: 0.120724, avg_reader_cost: 0.00606 s, avg_batch_cost: 0.28683 s, avg_samples: 98.7, ips: 344.10936 samples/s, eta: 2:37:11 +[2025/07/22 03:55:33] openrec INFO: epoch: [84/100], global_step: 119970, lr: 0.000036, loss: 0.130039, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29117 s, avg_samples: 87.4, ips: 300.16369 samples/s, eta: 2:37:07 +[2025/07/22 03:55:36] openrec INFO: epoch: [84/100], global_step: 119980, lr: 0.000036, loss: 0.173660, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.29946 s, avg_samples: 88.8, ips: 296.53411 samples/s, eta: 2:37:02 +[2025/07/22 03:55:39] openrec INFO: epoch: [84/100], global_step: 119990, lr: 0.000036, loss: 0.166978, avg_reader_cost: 0.00549 s, avg_batch_cost: 0.29232 s, avg_samples: 90.5, ips: 309.58976 samples/s, eta: 2:36:58 +[2025/07/22 03:55:42] openrec INFO: epoch: [84/100], global_step: 120000, lr: 0.000036, loss: 0.145880, avg_reader_cost: 0.00554 s, avg_batch_cost: 0.29066 s, avg_samples: 92.6, ips: 318.58699 samples/s, eta: 2:36:54 +[2025/07/22 03:57:09] openrec INFO: cur metric, acc: 0.8545863053680378, norm_edit_dis: 0.9360200714451884, num_samples: 63646, fps: 1341.9991508351466 +[2025/07/22 03:57:09] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/22 03:57:09] openrec INFO: best metric, acc: 0.8545863053680378, norm_edit_dis: 0.9360200714451884, num_samples: 63646, fps: 1341.9991508351466, best_epoch: 84 +[2025/07/22 03:57:12] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/iter_latest.pth +[2025/07/22 03:57:15] openrec INFO: epoch: [84/100], global_step: 120010, lr: 0.000036, loss: 0.146086, avg_reader_cost: 8.94610 s, avg_batch_cost: 9.22677 s, avg_samples: 99.0, ips: 10.72965 samples/s, eta: 2:37:07 +[2025/07/22 03:57:18] openrec INFO: epoch: [84/100], global_step: 120020, lr: 0.000036, loss: 0.141665, avg_reader_cost: 0.00641 s, avg_batch_cost: 0.29311 s, avg_samples: 100.2, ips: 341.85047 samples/s, eta: 2:37:03 +[2025/07/22 03:57:20] openrec INFO: epoch: [84/100], global_step: 120030, lr: 0.000036, loss: 0.117324, avg_reader_cost: 0.00607 s, avg_batch_cost: 0.29227 s, avg_samples: 105.7, ips: 361.64783 samples/s, eta: 2:36:59 +[2025/07/22 03:57:23] openrec INFO: epoch: [84/100], global_step: 120040, lr: 0.000036, loss: 0.110775, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.28833 s, avg_samples: 88.3, ips: 306.24676 samples/s, eta: 2:36:55 +[2025/07/22 03:57:26] openrec INFO: epoch: [84/100], global_step: 120050, lr: 0.000036, loss: 0.121026, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.29481 s, avg_samples: 91.2, ips: 309.35686 samples/s, eta: 2:36:51 +[2025/07/22 03:57:29] openrec INFO: epoch: [84/100], global_step: 120060, lr: 0.000036, loss: 0.115188, avg_reader_cost: 0.00609 s, avg_batch_cost: 0.29382 s, avg_samples: 107.1, ips: 364.50800 samples/s, eta: 2:36:46 +[2025/07/22 03:57:32] openrec INFO: epoch: [84/100], global_step: 120070, lr: 0.000036, loss: 0.100055, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.28977 s, avg_samples: 96.4, ips: 332.67730 samples/s, eta: 2:36:42 +[2025/07/22 03:57:35] openrec INFO: epoch: [84/100], global_step: 120080, lr: 0.000036, loss: 0.158194, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.29483 s, avg_samples: 103.3, ips: 350.37671 samples/s, eta: 2:36:38 +[2025/07/22 03:57:38] openrec INFO: epoch: [84/100], global_step: 120090, lr: 0.000036, loss: 0.206995, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.28529 s, avg_samples: 99.8, ips: 349.82044 samples/s, eta: 2:36:34 +[2025/07/22 03:57:41] openrec INFO: epoch: [84/100], global_step: 120100, lr: 0.000036, loss: 0.200577, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28499 s, avg_samples: 96.0, ips: 336.85015 samples/s, eta: 2:36:29 +[2025/07/22 03:57:44] openrec INFO: epoch: [84/100], global_step: 120110, lr: 0.000036, loss: 0.116453, avg_reader_cost: 0.00613 s, avg_batch_cost: 0.28385 s, avg_samples: 110.9, ips: 390.69987 samples/s, eta: 2:36:25 +[2025/07/22 03:57:47] openrec INFO: epoch: [84/100], global_step: 120120, lr: 0.000036, loss: 0.116453, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28793 s, avg_samples: 88.8, ips: 308.40483 samples/s, eta: 2:36:21 +[2025/07/22 03:57:50] openrec INFO: epoch: [84/100], global_step: 120130, lr: 0.000036, loss: 0.127089, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.28346 s, avg_samples: 84.1, ips: 296.68590 samples/s, eta: 2:36:17 +[2025/07/22 03:57:52] openrec INFO: epoch: [84/100], global_step: 120140, lr: 0.000036, loss: 0.127529, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.28692 s, avg_samples: 109.7, ips: 382.33305 samples/s, eta: 2:36:13 +[2025/07/22 03:57:55] openrec INFO: epoch: [84/100], global_step: 120150, lr: 0.000036, loss: 0.153094, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.28920 s, avg_samples: 98.1, ips: 339.21478 samples/s, eta: 2:36:08 +[2025/07/22 03:57:58] openrec INFO: epoch: [84/100], global_step: 120160, lr: 0.000036, loss: 0.141575, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28694 s, avg_samples: 95.6, ips: 333.16682 samples/s, eta: 2:36:04 +[2025/07/22 03:58:01] openrec INFO: epoch: [84/100], global_step: 120170, lr: 0.000036, loss: 0.118314, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.28697 s, avg_samples: 98.9, ips: 344.63651 samples/s, eta: 2:36:00 +[2025/07/22 03:58:04] openrec INFO: epoch: [84/100], global_step: 120180, lr: 0.000036, loss: 0.158065, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.29007 s, avg_samples: 87.0, ips: 299.92910 samples/s, eta: 2:35:56 +[2025/07/22 03:58:07] openrec INFO: epoch: [84/100], global_step: 120190, lr: 0.000035, loss: 0.198673, avg_reader_cost: 0.00545 s, avg_batch_cost: 0.29092 s, avg_samples: 94.7, ips: 325.52324 samples/s, eta: 2:35:52 +[2025/07/22 03:58:10] openrec INFO: epoch: [84/100], global_step: 120200, lr: 0.000035, loss: 0.185372, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.28425 s, avg_samples: 119.0, ips: 418.65023 samples/s, eta: 2:35:47 +[2025/07/22 03:58:13] openrec INFO: epoch: [84/100], global_step: 120210, lr: 0.000035, loss: 0.166387, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.28523 s, avg_samples: 85.3, ips: 299.06176 samples/s, eta: 2:35:43 +[2025/07/22 03:58:16] openrec INFO: epoch: [84/100], global_step: 120220, lr: 0.000035, loss: 0.117125, avg_reader_cost: 0.00631 s, avg_batch_cost: 0.29908 s, avg_samples: 91.4, ips: 305.60009 samples/s, eta: 2:35:39 +[2025/07/22 03:58:19] openrec INFO: epoch: [84/100], global_step: 120230, lr: 0.000035, loss: 0.133739, avg_reader_cost: 0.00686 s, avg_batch_cost: 0.28871 s, avg_samples: 98.1, ips: 339.78775 samples/s, eta: 2:35:35 +[2025/07/22 03:58:21] openrec INFO: epoch: [84/100], global_step: 120240, lr: 0.000035, loss: 0.146756, avg_reader_cost: 0.00838 s, avg_batch_cost: 0.29280 s, avg_samples: 106.2, ips: 362.70451 samples/s, eta: 2:35:31 +[2025/07/22 03:58:24] openrec INFO: epoch: [84/100], global_step: 120250, lr: 0.000035, loss: 0.143159, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29007 s, avg_samples: 97.6, ips: 336.46884 samples/s, eta: 2:35:26 +[2025/07/22 03:58:27] openrec INFO: epoch: [84/100], global_step: 120260, lr: 0.000035, loss: 0.170011, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29734 s, avg_samples: 90.0, ips: 302.68667 samples/s, eta: 2:35:22 +[2025/07/22 03:58:30] openrec INFO: epoch: [84/100], global_step: 120270, lr: 0.000035, loss: 0.171961, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.29277 s, avg_samples: 95.5, ips: 326.19969 samples/s, eta: 2:35:18 +[2025/07/22 03:58:33] openrec INFO: epoch: [84/100], global_step: 120280, lr: 0.000035, loss: 0.178077, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.29087 s, avg_samples: 91.2, ips: 313.54709 samples/s, eta: 2:35:14 +[2025/07/22 03:58:36] openrec INFO: epoch: [84/100], global_step: 120290, lr: 0.000035, loss: 0.177526, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.28968 s, avg_samples: 75.1, ips: 259.24838 samples/s, eta: 2:35:10 +[2025/07/22 03:58:39] openrec INFO: epoch: [84/100], global_step: 120300, lr: 0.000035, loss: 0.155647, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29681 s, avg_samples: 100.2, ips: 337.58883 samples/s, eta: 2:35:05 +[2025/07/22 03:58:42] openrec INFO: epoch: [84/100], global_step: 120310, lr: 0.000035, loss: 0.152122, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.28897 s, avg_samples: 108.9, ips: 376.85555 samples/s, eta: 2:35:01 +[2025/07/22 03:58:45] openrec INFO: epoch: [84/100], global_step: 120320, lr: 0.000035, loss: 0.163680, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29328 s, avg_samples: 80.7, ips: 275.15984 samples/s, eta: 2:34:57 +[2025/07/22 03:58:48] openrec INFO: epoch: [84/100], global_step: 120330, lr: 0.000035, loss: 0.213725, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.28908 s, avg_samples: 91.7, ips: 317.21202 samples/s, eta: 2:34:53 +[2025/07/22 03:58:51] openrec INFO: epoch: [84/100], global_step: 120340, lr: 0.000035, loss: 0.188397, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.28867 s, avg_samples: 108.3, ips: 375.17069 samples/s, eta: 2:34:48 +[2025/07/22 03:58:54] openrec INFO: epoch: [84/100], global_step: 120350, lr: 0.000035, loss: 0.151440, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.28891 s, avg_samples: 98.1, ips: 339.55431 samples/s, eta: 2:34:44 +[2025/07/22 03:58:57] openrec INFO: epoch: [84/100], global_step: 120360, lr: 0.000035, loss: 0.149597, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.28729 s, avg_samples: 96.0, ips: 334.15770 samples/s, eta: 2:34:40 +[2025/07/22 03:59:00] openrec INFO: epoch: [84/100], global_step: 120370, lr: 0.000035, loss: 0.155343, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29139 s, avg_samples: 87.0, ips: 298.56535 samples/s, eta: 2:34:36 +[2025/07/22 03:59:02] openrec INFO: epoch: [84/100], global_step: 120380, lr: 0.000035, loss: 0.149296, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29164 s, avg_samples: 90.0, ips: 308.60040 samples/s, eta: 2:34:32 +[2025/07/22 03:59:05] openrec INFO: epoch: [84/100], global_step: 120390, lr: 0.000035, loss: 0.154093, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29454 s, avg_samples: 106.6, ips: 361.91434 samples/s, eta: 2:34:27 +[2025/07/22 03:59:08] openrec INFO: epoch: [84/100], global_step: 120400, lr: 0.000035, loss: 0.168785, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.29694 s, avg_samples: 100.7, ips: 339.12410 samples/s, eta: 2:34:23 +[2025/07/22 03:59:11] openrec INFO: epoch: [84/100], global_step: 120410, lr: 0.000035, loss: 0.152062, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29078 s, avg_samples: 106.6, ips: 366.59781 samples/s, eta: 2:34:19 +[2025/07/22 03:59:14] openrec INFO: epoch: [84/100], global_step: 120420, lr: 0.000035, loss: 0.166433, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.28753 s, avg_samples: 93.4, ips: 324.83204 samples/s, eta: 2:34:15 +[2025/07/22 03:59:17] openrec INFO: epoch: [84/100], global_step: 120430, lr: 0.000035, loss: 0.183396, avg_reader_cost: 0.00559 s, avg_batch_cost: 0.29306 s, avg_samples: 91.7, ips: 312.91054 samples/s, eta: 2:34:11 +[2025/07/22 03:59:20] openrec INFO: epoch: [84/100], global_step: 120440, lr: 0.000035, loss: 0.166109, avg_reader_cost: 0.01600 s, avg_batch_cost: 0.29914 s, avg_samples: 99.9, ips: 333.96211 samples/s, eta: 2:34:06 +[2025/07/22 03:59:23] openrec INFO: epoch: [84/100], global_step: 120450, lr: 0.000035, loss: 0.156011, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29097 s, avg_samples: 94.2, ips: 323.74929 samples/s, eta: 2:34:02 +[2025/07/22 03:59:26] openrec INFO: epoch: [84/100], global_step: 120460, lr: 0.000035, loss: 0.134984, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.28379 s, avg_samples: 98.5, ips: 347.09365 samples/s, eta: 2:33:58 +[2025/07/22 03:59:29] openrec INFO: epoch: [84/100], global_step: 120470, lr: 0.000035, loss: 0.107080, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.28655 s, avg_samples: 94.3, ips: 329.08258 samples/s, eta: 2:33:54 +[2025/07/22 03:59:32] openrec INFO: epoch: [84/100], global_step: 120480, lr: 0.000035, loss: 0.113974, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.29071 s, avg_samples: 100.7, ips: 346.38965 samples/s, eta: 2:33:50 +[2025/07/22 03:59:35] openrec INFO: epoch: [84/100], global_step: 120490, lr: 0.000035, loss: 0.132069, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29187 s, avg_samples: 84.1, ips: 288.13848 samples/s, eta: 2:33:45 +[2025/07/22 03:59:38] openrec INFO: epoch: [84/100], global_step: 120500, lr: 0.000035, loss: 0.129311, avg_reader_cost: 0.00560 s, avg_batch_cost: 0.28316 s, avg_samples: 101.1, ips: 357.04413 samples/s, eta: 2:33:41 +[2025/07/22 03:59:40] openrec INFO: epoch: [84/100], global_step: 120510, lr: 0.000035, loss: 0.138480, avg_reader_cost: 0.00545 s, avg_batch_cost: 0.28898 s, avg_samples: 94.3, ips: 326.32481 samples/s, eta: 2:33:37 +[2025/07/22 03:59:43] openrec INFO: epoch: [84/100], global_step: 120520, lr: 0.000035, loss: 0.152981, avg_reader_cost: 0.00551 s, avg_batch_cost: 0.29417 s, avg_samples: 101.9, ips: 346.39461 samples/s, eta: 2:33:33 +[2025/07/22 03:59:46] openrec INFO: epoch: [84/100], global_step: 120530, lr: 0.000034, loss: 0.136714, avg_reader_cost: 0.00535 s, avg_batch_cost: 0.29072 s, avg_samples: 86.6, ips: 297.88509 samples/s, eta: 2:33:29 +[2025/07/22 03:59:49] openrec INFO: epoch: [84/100], global_step: 120540, lr: 0.000034, loss: 0.131035, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29051 s, avg_samples: 101.1, ips: 348.01058 samples/s, eta: 2:33:24 +[2025/07/22 03:59:52] openrec INFO: epoch: [84/100], global_step: 120550, lr: 0.000034, loss: 0.155033, avg_reader_cost: 0.00542 s, avg_batch_cost: 0.29328 s, avg_samples: 92.4, ips: 315.05682 samples/s, eta: 2:33:20 +[2025/07/22 03:59:55] openrec INFO: epoch: [84/100], global_step: 120560, lr: 0.000034, loss: 0.169860, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29598 s, avg_samples: 85.3, ips: 288.19310 samples/s, eta: 2:33:16 +[2025/07/22 03:59:58] openrec INFO: epoch: [84/100], global_step: 120570, lr: 0.000034, loss: 0.157440, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29325 s, avg_samples: 95.5, ips: 325.65947 samples/s, eta: 2:33:12 +[2025/07/22 04:00:01] openrec INFO: epoch: [84/100], global_step: 120580, lr: 0.000034, loss: 0.123710, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.28905 s, avg_samples: 108.7, ips: 376.05999 samples/s, eta: 2:33:08 +[2025/07/22 04:00:04] openrec INFO: epoch: [84/100], global_step: 120590, lr: 0.000034, loss: 0.128842, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.28982 s, avg_samples: 98.7, ips: 340.56063 samples/s, eta: 2:33:03 +[2025/07/22 04:00:07] openrec INFO: epoch: [84/100], global_step: 120600, lr: 0.000034, loss: 0.121500, avg_reader_cost: 0.00615 s, avg_batch_cost: 0.29049 s, avg_samples: 91.7, ips: 315.66923 samples/s, eta: 2:32:59 +[2025/07/22 04:00:10] openrec INFO: epoch: [84/100], global_step: 120610, lr: 0.000034, loss: 0.121271, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.28893 s, avg_samples: 91.2, ips: 315.64923 samples/s, eta: 2:32:55 +[2025/07/22 04:00:13] openrec INFO: epoch: [84/100], global_step: 120620, lr: 0.000034, loss: 0.137693, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.29146 s, avg_samples: 91.7, ips: 314.61795 samples/s, eta: 2:32:51 +[2025/07/22 04:00:14] openrec INFO: epoch: [84/100], global_step: 120624, lr: 0.000034, loss: 0.144297, avg_reader_cost: 0.00232 s, avg_batch_cost: 0.11170 s, avg_samples: 44.8, ips: 401.07615 samples/s, eta: 2:32:49 +[2025/07/22 04:01:45] openrec INFO: cur metric, acc: 0.8536907266986627, norm_edit_dis: 0.9357231857959589, num_samples: 63646, fps: 1239.5633561849052 +[2025/07/22 04:01:45] openrec INFO: best metric, acc: 0.8545863053680378, norm_edit_dis: 0.9360200714451884, num_samples: 63646, fps: 1341.9991508351466, best_epoch: 84 +[2025/07/22 04:01:48] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/22 04:01:48] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_84.pth +[2025/07/22 04:01:51] openrec INFO: epoch: [85/100], global_step: 120630, lr: 0.000034, loss: 0.137693, avg_reader_cost: 9.52275 s, avg_batch_cost: 9.69160 s, avg_samples: 55.0, ips: 5.67502 samples/s, eta: 2:33:05 +[2025/07/22 04:01:54] openrec INFO: epoch: [85/100], global_step: 120640, lr: 0.000034, loss: 0.125065, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.29281 s, avg_samples: 110.9, ips: 378.74764 samples/s, eta: 2:33:01 +[2025/07/22 04:01:57] openrec INFO: epoch: [85/100], global_step: 120650, lr: 0.000034, loss: 0.159313, avg_reader_cost: 0.00548 s, avg_batch_cost: 0.28521 s, avg_samples: 107.1, ips: 375.50928 samples/s, eta: 2:32:56 +[2025/07/22 04:01:59] openrec INFO: epoch: [85/100], global_step: 120660, lr: 0.000034, loss: 0.154377, avg_reader_cost: 0.00553 s, avg_batch_cost: 0.28823 s, avg_samples: 92.6, ips: 321.27677 samples/s, eta: 2:32:52 +[2025/07/22 04:02:02] openrec INFO: epoch: [85/100], global_step: 120670, lr: 0.000034, loss: 0.145745, avg_reader_cost: 0.00553 s, avg_batch_cost: 0.28663 s, avg_samples: 90.8, ips: 316.78356 samples/s, eta: 2:32:48 +[2025/07/22 04:02:05] openrec INFO: epoch: [85/100], global_step: 120680, lr: 0.000034, loss: 0.130479, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.29152 s, avg_samples: 106.6, ips: 365.66370 samples/s, eta: 2:32:44 +[2025/07/22 04:02:08] openrec INFO: epoch: [85/100], global_step: 120690, lr: 0.000034, loss: 0.137975, avg_reader_cost: 0.00615 s, avg_batch_cost: 0.29121 s, avg_samples: 97.8, ips: 335.84063 samples/s, eta: 2:32:40 +[2025/07/22 04:02:11] openrec INFO: epoch: [85/100], global_step: 120700, lr: 0.000034, loss: 0.141651, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.28084 s, avg_samples: 90.0, ips: 320.46484 samples/s, eta: 2:32:35 +[2025/07/22 04:02:14] openrec INFO: epoch: [85/100], global_step: 120710, lr: 0.000034, loss: 0.148786, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.28740 s, avg_samples: 89.6, ips: 311.76001 samples/s, eta: 2:32:31 +[2025/07/22 04:02:17] openrec INFO: epoch: [85/100], global_step: 120720, lr: 0.000034, loss: 0.156448, avg_reader_cost: 0.00617 s, avg_batch_cost: 0.29359 s, avg_samples: 94.3, ips: 321.20085 samples/s, eta: 2:32:27 +[2025/07/22 04:02:20] openrec INFO: epoch: [85/100], global_step: 120730, lr: 0.000034, loss: 0.141706, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29075 s, avg_samples: 83.2, 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eta: 2:31:45 +[2025/07/22 04:02:49] openrec INFO: epoch: [85/100], global_step: 120830, lr: 0.000034, loss: 0.175302, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.28611 s, avg_samples: 96.7, ips: 337.97630 samples/s, eta: 2:31:41 +[2025/07/22 04:02:52] openrec INFO: epoch: [85/100], global_step: 120840, lr: 0.000034, loss: 0.158818, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.28608 s, avg_samples: 99.8, ips: 348.85387 samples/s, eta: 2:31:36 +[2025/07/22 04:02:55] openrec INFO: epoch: [85/100], global_step: 120850, lr: 0.000034, loss: 0.189726, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.28666 s, avg_samples: 83.6, ips: 291.63258 samples/s, eta: 2:31:32 +[2025/07/22 04:02:58] openrec INFO: epoch: [85/100], global_step: 120860, lr: 0.000034, loss: 0.155057, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.28668 s, avg_samples: 99.3, ips: 346.37721 samples/s, eta: 2:31:28 +[2025/07/22 04:03:01] openrec INFO: epoch: [85/100], global_step: 120870, lr: 0.000034, loss: 0.131399, 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04:08:22] openrec INFO: epoch: [85/100], global_step: 121970, lr: 0.000030, loss: 0.138979, avg_reader_cost: 0.00861 s, avg_batch_cost: 0.29490 s, avg_samples: 92.6, ips: 314.00605 samples/s, eta: 2:23:43 +[2025/07/22 04:08:25] openrec INFO: epoch: [85/100], global_step: 121980, lr: 0.000030, loss: 0.140036, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.28692 s, avg_samples: 91.7, ips: 319.60211 samples/s, eta: 2:23:39 +[2025/07/22 04:08:28] openrec INFO: epoch: [85/100], global_step: 121990, lr: 0.000030, loss: 0.165384, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29714 s, avg_samples: 81.9, ips: 275.62314 samples/s, eta: 2:23:35 +[2025/07/22 04:08:31] openrec INFO: epoch: [85/100], global_step: 122000, lr: 0.000030, loss: 0.149990, avg_reader_cost: 0.00624 s, avg_batch_cost: 0.29033 s, avg_samples: 93.3, ips: 321.35679 samples/s, eta: 2:23:30 +[2025/07/22 04:09:57] openrec INFO: cur metric, acc: 0.8541620838930707, norm_edit_dis: 0.935795565381935, num_samples: 63646, fps: 1344.134621820205 +[2025/07/22 04:09:57] openrec INFO: best metric, acc: 0.8545863053680378, norm_edit_dis: 0.9360200714451884, num_samples: 63646, fps: 1341.9991508351466, best_epoch: 84 +[2025/07/22 04:10:00] openrec INFO: epoch: [85/100], global_step: 122010, lr: 0.000030, loss: 0.121473, avg_reader_cost: 8.62452 s, avg_batch_cost: 8.90584 s, avg_samples: 99.9, ips: 11.21736 samples/s, eta: 2:23:42 +[2025/07/22 04:10:03] openrec INFO: epoch: [85/100], global_step: 122020, lr: 0.000030, loss: 0.165023, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.29014 s, avg_samples: 106.2, ips: 366.03081 samples/s, eta: 2:23:37 +[2025/07/22 04:10:06] openrec INFO: epoch: [85/100], global_step: 122030, lr: 0.000030, loss: 0.169540, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.28933 s, avg_samples: 84.1, ips: 290.67559 samples/s, eta: 2:23:33 +[2025/07/22 04:10:09] openrec INFO: epoch: [85/100], global_step: 122040, lr: 0.000030, loss: 0.134932, avg_reader_cost: 0.00609 s, avg_batch_cost: 0.28559 s, avg_samples: 106.0, ips: 371.16145 samples/s, eta: 2:23:29 +[2025/07/22 04:10:12] openrec INFO: epoch: [85/100], global_step: 122050, lr: 0.000030, loss: 0.104238, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29153 s, avg_samples: 91.7, ips: 314.54737 samples/s, eta: 2:23:25 +[2025/07/22 04:10:15] openrec INFO: epoch: [85/100], global_step: 122060, lr: 0.000030, loss: 0.112506, avg_reader_cost: 0.00607 s, avg_batch_cost: 0.28496 s, avg_samples: 117.0, ips: 410.57675 samples/s, eta: 2:23:21 +[2025/07/22 04:11:42] openrec INFO: cur metric, acc: 0.8539892529217877, norm_edit_dis: 0.93581526919143, num_samples: 63646, fps: 1326.3192645586896 +[2025/07/22 04:11:42] openrec INFO: best metric, acc: 0.8545863053680378, norm_edit_dis: 0.9360200714451884, num_samples: 63646, fps: 1341.9991508351466, best_epoch: 84 +[2025/07/22 04:11:45] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/22 04:11:45] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_85.pth +[2025/07/22 04:11:49] openrec INFO: epoch: [86/100], global_step: 122070, lr: 0.000030, loss: 0.112506, avg_reader_cost: 9.14031 s, avg_batch_cost: 9.42622 s, avg_samples: 109.7, ips: 11.63775 samples/s, eta: 2:23:33 +[2025/07/22 04:11:52] openrec INFO: epoch: [86/100], global_step: 122080, lr: 0.000030, loss: 0.128514, avg_reader_cost: 0.00627 s, avg_batch_cost: 0.29591 s, avg_samples: 98.1, ips: 331.51670 samples/s, eta: 2:23:28 +[2025/07/22 04:11:55] openrec INFO: epoch: [86/100], global_step: 122090, lr: 0.000030, loss: 0.178504, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.28681 s, avg_samples: 90.5, ips: 315.53540 samples/s, eta: 2:23:24 +[2025/07/22 04:11:58] openrec INFO: epoch: [86/100], global_step: 122100, lr: 0.000030, loss: 0.177748, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.28058 s, avg_samples: 94.7, ips: 337.51616 samples/s, eta: 2:23:20 +[2025/07/22 04:12:01] openrec INFO: epoch: [86/100], global_step: 122110, lr: 0.000030, loss: 0.181790, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.29402 s, avg_samples: 85.7, ips: 291.47896 samples/s, eta: 2:23:16 +[2025/07/22 04:12:04] openrec INFO: epoch: [86/100], global_step: 122120, lr: 0.000030, loss: 0.177657, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29302 s, avg_samples: 93.8, ips: 320.11963 samples/s, eta: 2:23:12 +[2025/07/22 04:12:06] openrec INFO: epoch: [86/100], global_step: 122130, lr: 0.000030, loss: 0.156321, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.28915 s, avg_samples: 91.7, ips: 317.13910 samples/s, eta: 2:23:07 +[2025/07/22 04:12:09] openrec INFO: epoch: [86/100], global_step: 122140, lr: 0.000030, loss: 0.121899, avg_reader_cost: 0.00560 s, avg_batch_cost: 0.29121 s, avg_samples: 100.7, ips: 345.79315 samples/s, eta: 2:23:03 +[2025/07/22 04:12:12] openrec INFO: epoch: [86/100], global_step: 122150, lr: 0.000030, loss: 0.143249, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.29146 s, avg_samples: 85.9, ips: 294.72142 samples/s, eta: 2:22:59 +[2025/07/22 04:12:15] openrec INFO: epoch: [86/100], global_step: 122160, lr: 0.000030, loss: 0.153012, avg_reader_cost: 0.00563 s, avg_batch_cost: 0.28325 s, avg_samples: 99.0, ips: 349.50951 samples/s, eta: 2:22:55 +[2025/07/22 04:12:18] openrec INFO: epoch: [86/100], global_step: 122170, lr: 0.000030, loss: 0.142885, avg_reader_cost: 0.00608 s, avg_batch_cost: 0.28910 s, avg_samples: 95.5, ips: 330.33903 samples/s, eta: 2:22:51 +[2025/07/22 04:12:21] openrec INFO: epoch: [86/100], global_step: 122180, lr: 0.000030, loss: 0.169999, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.28953 s, avg_samples: 110.0, ips: 379.92876 samples/s, eta: 2:22:46 +[2025/07/22 04:12:24] openrec INFO: epoch: [86/100], global_step: 122190, lr: 0.000030, loss: 0.169999, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.28471 s, avg_samples: 90.4, ips: 317.51399 samples/s, eta: 2:22:42 +[2025/07/22 04:12:27] openrec INFO: epoch: [86/100], global_step: 122200, lr: 0.000030, loss: 0.170077, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29247 s, avg_samples: 87.9, ips: 300.54754 samples/s, eta: 2:22:38 +[2025/07/22 04:12:30] openrec INFO: epoch: [86/100], global_step: 122210, lr: 0.000030, loss: 0.193497, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.28397 s, avg_samples: 98.5, ips: 346.86562 samples/s, eta: 2:22:34 +[2025/07/22 04:12:32] openrec INFO: epoch: [86/100], global_step: 122220, lr: 0.000030, loss: 0.155663, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.28793 s, avg_samples: 96.0, ips: 333.41151 samples/s, eta: 2:22:30 +[2025/07/22 04:12:35] openrec INFO: epoch: [86/100], global_step: 122230, lr: 0.000030, loss: 0.143675, avg_reader_cost: 0.00555 s, avg_batch_cost: 0.28719 s, avg_samples: 101.6, ips: 353.77305 samples/s, eta: 2:22:25 +[2025/07/22 04:12:38] openrec INFO: epoch: [86/100], global_step: 122240, lr: 0.000030, loss: 0.091763, avg_reader_cost: 0.00560 s, 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epoch: [86/100], global_step: 122290, lr: 0.000030, loss: 0.150726, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.28860 s, avg_samples: 100.2, ips: 347.19321 samples/s, eta: 2:22:00 +[2025/07/22 04:12:56] openrec INFO: epoch: [86/100], global_step: 122300, lr: 0.000030, loss: 0.164825, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29658 s, avg_samples: 108.8, ips: 366.84593 samples/s, eta: 2:21:56 +[2025/07/22 04:12:59] openrec INFO: epoch: [86/100], global_step: 122310, lr: 0.000029, loss: 0.155357, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.28298 s, avg_samples: 95.2, ips: 336.42213 samples/s, eta: 2:21:52 +[2025/07/22 04:13:01] openrec INFO: epoch: [86/100], global_step: 122320, lr: 0.000029, loss: 0.159022, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.28977 s, avg_samples: 87.9, ips: 303.33976 samples/s, eta: 2:21:48 +[2025/07/22 04:13:04] openrec INFO: epoch: [86/100], global_step: 122330, lr: 0.000029, loss: 0.144174, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.28977 s, 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+[2025/07/22 04:14:00] openrec INFO: epoch: [86/100], global_step: 122520, lr: 0.000029, loss: 0.126219, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.28762 s, avg_samples: 102.3, ips: 355.68197 samples/s, eta: 2:20:24 +[2025/07/22 04:14:03] openrec INFO: epoch: [86/100], global_step: 122530, lr: 0.000029, loss: 0.120374, avg_reader_cost: 0.00550 s, avg_batch_cost: 0.29118 s, avg_samples: 104.2, ips: 357.85212 samples/s, eta: 2:20:20 +[2025/07/22 04:14:06] openrec INFO: epoch: [86/100], global_step: 122540, lr: 0.000029, loss: 0.096223, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.28790 s, avg_samples: 86.2, ips: 299.40741 samples/s, eta: 2:20:16 +[2025/07/22 04:14:08] openrec INFO: epoch: [86/100], global_step: 122550, lr: 0.000029, loss: 0.095058, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.28716 s, avg_samples: 121.6, ips: 423.45074 samples/s, eta: 2:20:11 +[2025/07/22 04:14:11] openrec INFO: epoch: [86/100], global_step: 122560, lr: 0.000029, loss: 0.122824, avg_reader_cost: 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+[2025/07/22 04:17:34] openrec INFO: epoch: [86/100], global_step: 123250, lr: 0.000027, loss: 0.184150, avg_reader_cost: 0.00550 s, avg_batch_cost: 0.29744 s, avg_samples: 96.4, ips: 324.10290 samples/s, eta: 2:15:19 +[2025/07/22 04:17:37] openrec INFO: epoch: [86/100], global_step: 123260, lr: 0.000027, loss: 0.148168, avg_reader_cost: 0.00561 s, avg_batch_cost: 0.29010 s, avg_samples: 91.2, ips: 314.37004 samples/s, eta: 2:15:15 +[2025/07/22 04:17:39] openrec INFO: epoch: [86/100], global_step: 123270, lr: 0.000027, loss: 0.189065, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29390 s, avg_samples: 101.0, ips: 343.64857 samples/s, eta: 2:15:11 +[2025/07/22 04:17:42] openrec INFO: epoch: [86/100], global_step: 123280, lr: 0.000027, loss: 0.172379, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.29791 s, avg_samples: 105.7, ips: 354.80929 samples/s, eta: 2:15:07 +[2025/07/22 04:17:45] openrec INFO: epoch: [86/100], global_step: 123290, lr: 0.000027, loss: 0.161618, avg_reader_cost: 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INFO: epoch: [86/100], global_step: 123340, lr: 0.000027, loss: 0.137809, avg_reader_cost: 0.00557 s, avg_batch_cost: 0.28865 s, avg_samples: 89.5, ips: 310.06577 samples/s, eta: 2:14:42 +[2025/07/22 04:18:03] openrec INFO: epoch: [86/100], global_step: 123350, lr: 0.000027, loss: 0.129974, avg_reader_cost: 0.00563 s, avg_batch_cost: 0.29492 s, avg_samples: 91.2, ips: 309.24116 samples/s, eta: 2:14:37 +[2025/07/22 04:18:06] openrec INFO: epoch: [86/100], global_step: 123360, lr: 0.000027, loss: 0.127251, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.29247 s, avg_samples: 105.4, ips: 360.37293 samples/s, eta: 2:14:33 +[2025/07/22 04:18:09] openrec INFO: epoch: [86/100], global_step: 123370, lr: 0.000027, loss: 0.134912, avg_reader_cost: 0.00607 s, avg_batch_cost: 0.28487 s, avg_samples: 93.4, ips: 327.86415 samples/s, eta: 2:14:29 +[2025/07/22 04:18:12] openrec INFO: epoch: [86/100], global_step: 123380, lr: 0.000027, loss: 0.142812, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.28826 s, avg_samples: 99.9, ips: 346.55668 samples/s, eta: 2:14:25 +[2025/07/22 04:18:15] openrec INFO: epoch: [86/100], global_step: 123390, lr: 0.000027, loss: 0.113121, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.28969 s, avg_samples: 109.7, ips: 378.67870 samples/s, eta: 2:14:21 +[2025/07/22 04:18:18] openrec INFO: epoch: [86/100], global_step: 123400, lr: 0.000027, loss: 0.125165, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29704 s, avg_samples: 89.2, ips: 300.29352 samples/s, eta: 2:14:17 +[2025/07/22 04:18:20] openrec INFO: epoch: [86/100], global_step: 123410, lr: 0.000027, loss: 0.139573, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29499 s, avg_samples: 81.0, ips: 274.58872 samples/s, eta: 2:14:12 +[2025/07/22 04:18:23] openrec INFO: epoch: [86/100], global_step: 123420, lr: 0.000027, loss: 0.138588, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.28780 s, avg_samples: 87.9, ips: 305.41532 samples/s, eta: 2:14:08 +[2025/07/22 04:18:26] openrec INFO: epoch: [86/100], global_step: 123430, lr: 0.000027, loss: 0.141490, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.29132 s, avg_samples: 98.1, ips: 336.74832 samples/s, eta: 2:14:04 +[2025/07/22 04:18:29] openrec INFO: epoch: [86/100], global_step: 123440, lr: 0.000026, loss: 0.152750, avg_reader_cost: 0.00607 s, avg_batch_cost: 0.28789 s, avg_samples: 83.2, ips: 288.99651 samples/s, eta: 2:14:00 +[2025/07/22 04:18:32] openrec INFO: epoch: [86/100], global_step: 123450, lr: 0.000026, loss: 0.144474, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.29812 s, avg_samples: 90.8, ips: 304.57951 samples/s, eta: 2:13:56 +[2025/07/22 04:18:35] openrec INFO: epoch: [86/100], global_step: 123460, lr: 0.000026, loss: 0.123213, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.28820 s, avg_samples: 100.2, ips: 347.67523 samples/s, eta: 2:13:52 +[2025/07/22 04:18:38] openrec INFO: epoch: [86/100], global_step: 123470, lr: 0.000026, loss: 0.120380, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.28381 s, avg_samples: 86.5, ips: 304.78347 samples/s, eta: 2:13:47 +[2025/07/22 04:18:41] openrec INFO: epoch: [86/100], global_step: 123480, lr: 0.000026, loss: 0.134778, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.28333 s, avg_samples: 89.7, ips: 316.59355 samples/s, eta: 2:13:43 +[2025/07/22 04:18:44] openrec INFO: epoch: [86/100], global_step: 123490, lr: 0.000026, loss: 0.138078, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.29305 s, avg_samples: 110.0, ips: 375.35755 samples/s, eta: 2:13:39 +[2025/07/22 04:18:45] openrec INFO: epoch: [86/100], global_step: 123496, lr: 0.000026, loss: 0.136210, avg_reader_cost: 0.00346 s, avg_batch_cost: 0.17531 s, avg_samples: 66.1, ips: 377.05285 samples/s, eta: 2:13:37 +[2025/07/22 04:20:13] openrec INFO: cur metric, acc: 0.8550262387494852, norm_edit_dis: 0.9363658617507042, num_samples: 63646, fps: 1328.079093793744 +[2025/07/22 04:20:14] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/22 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+[2025/07/22 04:20:39] openrec INFO: epoch: [87/100], global_step: 123570, lr: 0.000026, loss: 0.131547, avg_reader_cost: 0.00625 s, avg_batch_cost: 0.29132 s, avg_samples: 92.1, ips: 316.14467 samples/s, eta: 2:13:21 +[2025/07/22 04:20:42] openrec INFO: epoch: [87/100], global_step: 123580, lr: 0.000026, loss: 0.124453, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.28392 s, avg_samples: 101.1, ips: 356.08831 samples/s, eta: 2:13:17 +[2025/07/22 04:20:45] openrec INFO: epoch: [87/100], global_step: 123590, lr: 0.000026, loss: 0.145473, avg_reader_cost: 0.00606 s, avg_batch_cost: 0.29002 s, avg_samples: 104.5, ips: 360.32100 samples/s, eta: 2:13:12 +[2025/07/22 04:20:48] openrec INFO: epoch: [87/100], global_step: 123600, lr: 0.000026, loss: 0.181070, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.28526 s, avg_samples: 103.6, ips: 363.17884 samples/s, eta: 2:13:08 +[2025/07/22 04:20:51] openrec INFO: epoch: [87/100], global_step: 123610, lr: 0.000026, loss: 0.106020, avg_reader_cost: 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epoch: [87/100], global_step: 123980, lr: 0.000025, loss: 0.154410, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.29274 s, avg_samples: 92.6, ips: 316.32481 samples/s, eta: 2:10:30 +[2025/07/22 04:22:42] openrec INFO: epoch: [87/100], global_step: 123990, lr: 0.000025, loss: 0.150163, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29026 s, avg_samples: 112.6, ips: 387.93016 samples/s, eta: 2:10:26 +[2025/07/22 04:22:44] openrec INFO: epoch: [87/100], global_step: 124000, lr: 0.000025, loss: 0.150163, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.28940 s, avg_samples: 97.2, ips: 335.87143 samples/s, eta: 2:10:22 +[2025/07/22 04:24:11] openrec INFO: cur metric, acc: 0.8549319673106036, norm_edit_dis: 0.9363035067304615, num_samples: 63646, fps: 1339.8316185171361 +[2025/07/22 04:24:11] openrec INFO: best metric, acc: 0.8550262387494852, norm_edit_dis: 0.9363658617507042, num_samples: 63646, fps: 1328.079093793744, best_epoch: 86 +[2025/07/22 04:24:14] openrec INFO: epoch: [87/100], 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+[2025/07/22 04:25:21] openrec INFO: epoch: [87/100], global_step: 124240, lr: 0.000024, loss: 0.104855, avg_reader_cost: 0.00929 s, avg_batch_cost: 0.29411 s, avg_samples: 95.6, ips: 325.04364 samples/s, eta: 2:08:55 +[2025/07/22 04:25:24] openrec INFO: epoch: [87/100], global_step: 124250, lr: 0.000024, loss: 0.135147, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28571 s, avg_samples: 87.1, ips: 304.85093 samples/s, eta: 2:08:51 +[2025/07/22 04:25:27] openrec INFO: epoch: [87/100], global_step: 124260, lr: 0.000024, loss: 0.163794, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.29541 s, avg_samples: 91.7, ips: 310.41254 samples/s, eta: 2:08:47 +[2025/07/22 04:25:30] openrec INFO: epoch: [87/100], global_step: 124270, lr: 0.000024, loss: 0.143886, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.28938 s, avg_samples: 109.2, ips: 377.36060 samples/s, eta: 2:08:43 +[2025/07/22 04:25:33] openrec INFO: epoch: [87/100], global_step: 124280, lr: 0.000024, loss: 0.126240, avg_reader_cost: 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+[2025/07/22 04:28:28] openrec INFO: epoch: [87/100], global_step: 124880, lr: 0.000023, loss: 0.132701, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.29994 s, avg_samples: 99.8, ips: 332.73764 samples/s, eta: 2:04:29 +[2025/07/22 04:28:31] openrec INFO: epoch: [87/100], global_step: 124890, lr: 0.000023, loss: 0.139734, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29569 s, avg_samples: 93.8, ips: 317.22646 samples/s, eta: 2:04:25 +[2025/07/22 04:28:34] openrec INFO: epoch: [87/100], global_step: 124900, lr: 0.000023, loss: 0.142067, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29592 s, avg_samples: 83.6, ips: 282.50875 samples/s, eta: 2:04:21 +[2025/07/22 04:28:37] openrec INFO: epoch: [87/100], global_step: 124910, lr: 0.000023, loss: 0.140860, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.28539 s, avg_samples: 97.8, ips: 342.68535 samples/s, eta: 2:04:17 +[2025/07/22 04:28:40] openrec INFO: epoch: [87/100], global_step: 124920, lr: 0.000023, loss: 0.120189, avg_reader_cost: 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ips: 337.14494 samples/s, eta: 1:57:10 +[2025/07/22 04:35:21] openrec INFO: epoch: [88/100], global_step: 125980, lr: 0.000020, loss: 0.124346, avg_reader_cost: 0.00606 s, avg_batch_cost: 0.29462 s, avg_samples: 109.7, ips: 372.34878 samples/s, eta: 1:57:06 +[2025/07/22 04:35:24] openrec INFO: epoch: [88/100], global_step: 125990, lr: 0.000020, loss: 0.143481, avg_reader_cost: 0.00609 s, avg_batch_cost: 0.29832 s, avg_samples: 101.9, ips: 341.58414 samples/s, eta: 1:57:02 +[2025/07/22 04:35:27] openrec INFO: epoch: [88/100], global_step: 126000, lr: 0.000020, loss: 0.168013, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.28607 s, avg_samples: 108.8, ips: 380.33161 samples/s, eta: 1:56:58 +[2025/07/22 04:36:53] openrec INFO: cur metric, acc: 0.855073374468926, norm_edit_dis: 0.9369531163845788, num_samples: 63646, fps: 1339.715863738086 +[2025/07/22 04:36:54] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/22 04:36:54] openrec INFO: best metric, acc: 0.855073374468926, norm_edit_dis: 0.9369531163845788, num_samples: 63646, fps: 1339.715863738086, best_epoch: 88 +[2025/07/22 04:36:57] openrec INFO: epoch: [88/100], global_step: 126010, lr: 0.000020, loss: 0.160423, avg_reader_cost: 8.74872 s, avg_batch_cost: 9.02596 s, avg_samples: 101.9, ips: 11.28966 samples/s, eta: 1:57:06 +[2025/07/22 04:37:00] openrec INFO: epoch: [88/100], global_step: 126020, lr: 0.000020, loss: 0.151556, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.28740 s, avg_samples: 103.7, ips: 360.82525 samples/s, eta: 1:57:02 +[2025/07/22 04:37:03] openrec INFO: epoch: [88/100], global_step: 126030, lr: 0.000020, loss: 0.122237, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.28533 s, avg_samples: 91.6, ips: 321.03690 samples/s, eta: 1:56:58 +[2025/07/22 04:37:06] openrec INFO: epoch: [88/100], global_step: 126040, lr: 0.000020, loss: 0.139646, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.28769 s, avg_samples: 96.9, ips: 336.82332 samples/s, eta: 1:56:53 +[2025/07/22 04:37:09] openrec INFO: epoch: [88/100], global_step: 126050, lr: 0.000020, loss: 0.155404, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29058 s, avg_samples: 110.0, ips: 378.55770 samples/s, eta: 1:56:49 +[2025/07/22 04:37:11] openrec INFO: epoch: [88/100], global_step: 126060, lr: 0.000020, loss: 0.159609, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.28314 s, avg_samples: 80.7, ips: 285.02136 samples/s, eta: 1:56:45 +[2025/07/22 04:37:14] openrec INFO: epoch: [88/100], global_step: 126070, lr: 0.000020, loss: 0.159238, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28981 s, avg_samples: 100.6, ips: 347.12168 samples/s, eta: 1:56:41 +[2025/07/22 04:37:17] openrec INFO: epoch: [88/100], global_step: 126080, lr: 0.000020, loss: 0.138690, avg_reader_cost: 0.00551 s, avg_batch_cost: 0.28926 s, avg_samples: 82.8, ips: 286.25108 samples/s, eta: 1:56:37 +[2025/07/22 04:37:20] openrec INFO: epoch: [88/100], global_step: 126090, lr: 0.000020, loss: 0.151043, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.28877 s, avg_samples: 83.1, ips: 287.77519 samples/s, eta: 1:56:33 +[2025/07/22 04:37:23] openrec INFO: epoch: [88/100], global_step: 126100, lr: 0.000020, loss: 0.177322, avg_reader_cost: 0.00560 s, avg_batch_cost: 0.29098 s, avg_samples: 99.8, ips: 342.98165 samples/s, eta: 1:56:29 +[2025/07/22 04:37:26] openrec INFO: epoch: [88/100], global_step: 126110, lr: 0.000020, loss: 0.155516, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.28899 s, avg_samples: 102.8, ips: 355.72010 samples/s, eta: 1:56:24 +[2025/07/22 04:37:29] openrec INFO: epoch: [88/100], global_step: 126120, lr: 0.000020, loss: 0.140936, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.29608 s, avg_samples: 91.7, ips: 309.71716 samples/s, eta: 1:56:20 +[2025/07/22 04:37:32] openrec INFO: epoch: [88/100], global_step: 126130, lr: 0.000020, loss: 0.141315, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.28460 s, avg_samples: 86.2, ips: 302.88030 samples/s, eta: 1:56:16 +[2025/07/22 04:37:35] openrec INFO: epoch: [88/100], global_step: 126140, lr: 0.000020, loss: 0.145937, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.28971 s, avg_samples: 90.4, ips: 312.03335 samples/s, eta: 1:56:12 +[2025/07/22 04:37:38] openrec INFO: epoch: [88/100], global_step: 126150, lr: 0.000020, loss: 0.125267, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28765 s, avg_samples: 99.7, ips: 346.60317 samples/s, eta: 1:56:08 +[2025/07/22 04:37:40] openrec INFO: epoch: [88/100], global_step: 126160, lr: 0.000020, loss: 0.118958, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.29052 s, avg_samples: 89.1, ips: 306.69344 samples/s, eta: 1:56:04 +[2025/07/22 04:37:43] openrec INFO: epoch: [88/100], global_step: 126170, lr: 0.000020, loss: 0.108153, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29255 s, avg_samples: 84.0, ips: 287.13133 samples/s, eta: 1:56:00 +[2025/07/22 04:37:46] openrec INFO: epoch: [88/100], global_step: 126180, lr: 0.000020, loss: 0.109685, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29037 s, avg_samples: 106.3, ips: 366.07935 samples/s, eta: 1:55:55 +[2025/07/22 04:37:49] openrec INFO: epoch: [88/100], global_step: 126190, lr: 0.000020, loss: 0.106483, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.28401 s, avg_samples: 105.7, ips: 372.17377 samples/s, eta: 1:55:51 +[2025/07/22 04:37:52] openrec INFO: epoch: [88/100], global_step: 126200, lr: 0.000020, loss: 0.134908, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.28704 s, avg_samples: 83.3, ips: 290.20797 samples/s, eta: 1:55:47 +[2025/07/22 04:37:55] openrec INFO: epoch: [88/100], global_step: 126210, lr: 0.000020, loss: 0.164183, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.28737 s, avg_samples: 83.6, ips: 290.91829 samples/s, eta: 1:55:43 +[2025/07/22 04:37:58] openrec INFO: epoch: [88/100], global_step: 126220, lr: 0.000020, loss: 0.160421, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29034 s, avg_samples: 89.7, ips: 308.95006 samples/s, eta: 1:55:39 +[2025/07/22 04:38:01] openrec INFO: epoch: [88/100], global_step: 126230, lr: 0.000020, loss: 0.151552, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29372 s, avg_samples: 87.4, ips: 297.56114 samples/s, eta: 1:55:35 +[2025/07/22 04:38:04] openrec INFO: epoch: [88/100], global_step: 126240, lr: 0.000020, loss: 0.166654, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29386 s, avg_samples: 83.2, ips: 283.13091 samples/s, eta: 1:55:31 +[2025/07/22 04:38:07] openrec INFO: epoch: [88/100], global_step: 126250, lr: 0.000020, loss: 0.182996, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29055 s, avg_samples: 87.9, ips: 302.52746 samples/s, eta: 1:55:26 +[2025/07/22 04:38:10] openrec INFO: epoch: [88/100], global_step: 126260, lr: 0.000020, loss: 0.142252, avg_reader_cost: 0.00606 s, avg_batch_cost: 0.29710 s, avg_samples: 85.9, ips: 289.12530 samples/s, eta: 1:55:22 +[2025/07/22 04:38:13] openrec INFO: epoch: [88/100], global_step: 126270, lr: 0.000020, loss: 0.121277, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.28929 s, avg_samples: 90.4, ips: 312.48843 samples/s, eta: 1:55:18 +[2025/07/22 04:38:16] openrec INFO: epoch: [88/100], global_step: 126280, lr: 0.000020, loss: 0.106393, avg_reader_cost: 0.00608 s, avg_batch_cost: 0.29093 s, avg_samples: 95.6, ips: 328.60202 samples/s, eta: 1:55:14 +[2025/07/22 04:38:18] openrec INFO: epoch: [88/100], global_step: 126290, lr: 0.000020, loss: 0.121517, avg_reader_cost: 0.00597 s, avg_batch_cost: 0.28516 s, avg_samples: 91.7, ips: 321.57725 samples/s, eta: 1:55:10 +[2025/07/22 04:38:21] openrec INFO: epoch: [88/100], global_step: 126300, lr: 0.000020, loss: 0.151011, avg_reader_cost: 0.00860 s, avg_batch_cost: 0.29284 s, avg_samples: 101.6, ips: 346.94920 samples/s, eta: 1:55:06 +[2025/07/22 04:38:24] openrec INFO: epoch: [88/100], global_step: 126310, lr: 0.000020, loss: 0.128813, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.28681 s, avg_samples: 108.3, ips: 377.60263 samples/s, eta: 1:55:02 +[2025/07/22 04:38:27] openrec INFO: epoch: [88/100], global_step: 126320, lr: 0.000020, loss: 0.127390, avg_reader_cost: 0.00605 s, avg_batch_cost: 0.29160 s, avg_samples: 84.5, ips: 289.78385 samples/s, eta: 1:54:57 +[2025/07/22 04:38:30] openrec INFO: epoch: [88/100], global_step: 126330, lr: 0.000020, loss: 0.130819, avg_reader_cost: 0.00610 s, avg_batch_cost: 0.29126 s, avg_samples: 96.0, ips: 329.60589 samples/s, eta: 1:54:53 +[2025/07/22 04:38:33] openrec INFO: epoch: [88/100], global_step: 126340, lr: 0.000020, loss: 0.133365, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.28440 s, avg_samples: 97.8, ips: 343.87668 samples/s, eta: 1:54:49 +[2025/07/22 04:38:36] openrec INFO: epoch: [88/100], global_step: 126350, lr: 0.000019, loss: 0.133365, avg_reader_cost: 0.00563 s, avg_batch_cost: 0.28673 s, avg_samples: 86.2, ips: 300.62703 samples/s, eta: 1:54:45 +[2025/07/22 04:38:39] openrec INFO: epoch: [88/100], global_step: 126360, lr: 0.000019, loss: 0.154479, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29030 s, avg_samples: 106.6, ips: 367.20617 samples/s, eta: 1:54:41 +[2025/07/22 04:38:41] openrec INFO: epoch: [88/100], global_step: 126368, lr: 0.000019, loss: 0.166918, avg_reader_cost: 0.00449 s, avg_batch_cost: 0.22979 s, avg_samples: 76.3, ips: 332.03517 samples/s, eta: 1:54:38 +[2025/07/22 04:40:08] openrec INFO: cur metric, acc: 0.8546648649004391, norm_edit_dis: 0.9363935274636088, num_samples: 63646, fps: 1333.327474851844 +[2025/07/22 04:40:08] openrec INFO: best metric, acc: 0.855073374468926, norm_edit_dis: 0.9369531163845788, num_samples: 63646, fps: 1339.715863738086, best_epoch: 88 +[2025/07/22 04:40:10] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/22 04:40:11] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_88.pth +[2025/07/22 04:40:12] openrec INFO: epoch: [89/100], global_step: 126370, lr: 0.000019, loss: 0.151936, avg_reader_cost: 9.04666 s, avg_batch_cost: 9.10372 s, avg_samples: 25.6, ips: 2.81204 samples/s, eta: 1:54:49 +[2025/07/22 04:40:15] openrec INFO: epoch: [89/100], global_step: 126380, lr: 0.000019, loss: 0.182437, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.28970 s, avg_samples: 95.2, ips: 328.61028 samples/s, eta: 1:54:45 +[2025/07/22 04:40:18] openrec INFO: epoch: [89/100], global_step: 126390, lr: 0.000019, loss: 0.188548, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.28565 s, avg_samples: 89.6, ips: 313.66964 samples/s, eta: 1:54:41 +[2025/07/22 04:40:21] openrec INFO: epoch: [89/100], global_step: 126400, lr: 0.000019, loss: 0.167681, avg_reader_cost: 0.00558 s, avg_batch_cost: 0.29121 s, avg_samples: 96.9, ips: 332.74544 samples/s, eta: 1:54:37 +[2025/07/22 04:40:24] openrec INFO: epoch: [89/100], global_step: 126410, lr: 0.000019, loss: 0.123972, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.28936 s, avg_samples: 96.1, ips: 332.11594 samples/s, eta: 1:54:32 +[2025/07/22 04:40:27] openrec INFO: epoch: [89/100], global_step: 126420, lr: 0.000019, loss: 0.137950, avg_reader_cost: 0.00538 s, avg_batch_cost: 0.28677 s, avg_samples: 96.7, ips: 337.20842 samples/s, eta: 1:54:28 +[2025/07/22 04:40:30] openrec INFO: epoch: [89/100], global_step: 126430, lr: 0.000019, loss: 0.134830, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.28969 s, avg_samples: 107.1, ips: 369.70939 samples/s, eta: 1:54:24 +[2025/07/22 04:40:32] openrec INFO: epoch: [89/100], global_step: 126440, lr: 0.000019, loss: 0.124167, avg_reader_cost: 0.00557 s, avg_batch_cost: 0.28313 s, avg_samples: 105.7, ips: 373.32086 samples/s, eta: 1:54:20 +[2025/07/22 04:40:35] openrec INFO: epoch: [89/100], global_step: 126450, lr: 0.000019, loss: 0.124167, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.28582 s, avg_samples: 99.0, ips: 346.37568 samples/s, eta: 1:54:16 +[2025/07/22 04:40:38] openrec INFO: epoch: [89/100], global_step: 126460, lr: 0.000019, loss: 0.124017, avg_reader_cost: 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samples/s, eta: 1:45:06 +[2025/07/22 04:47:07] openrec INFO: epoch: [89/100], global_step: 127790, lr: 0.000016, loss: 0.146615, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.28956 s, avg_samples: 99.3, ips: 342.93918 samples/s, eta: 1:45:02 +[2025/07/22 04:47:10] openrec INFO: epoch: [89/100], global_step: 127800, lr: 0.000016, loss: 0.128170, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.28568 s, avg_samples: 98.1, ips: 343.38905 samples/s, eta: 1:44:58 +[2025/07/22 04:47:11] openrec INFO: epoch: [89/100], global_step: 127804, lr: 0.000016, loss: 0.131829, avg_reader_cost: 0.00227 s, avg_batch_cost: 0.11567 s, avg_samples: 37.1, ips: 320.73504 samples/s, eta: 1:44:56 +[2025/07/22 04:48:40] openrec INFO: cur metric, acc: 0.8554190364114918, norm_edit_dis: 0.9367759236004526, num_samples: 63646, fps: 1318.2025120950887 +[2025/07/22 04:48:40] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/22 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+[2025/07/22 04:49:06] openrec INFO: epoch: [90/100], global_step: 127880, lr: 0.000016, loss: 0.100259, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.28485 s, avg_samples: 96.8, ips: 339.83187 samples/s, eta: 1:44:36 +[2025/07/22 04:49:09] openrec INFO: epoch: [90/100], global_step: 127890, lr: 0.000016, loss: 0.110728, avg_reader_cost: 0.00563 s, avg_batch_cost: 0.28970 s, avg_samples: 112.6, ips: 388.67748 samples/s, eta: 1:44:32 +[2025/07/22 04:49:12] openrec INFO: epoch: [90/100], global_step: 127900, lr: 0.000016, loss: 0.134236, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29448 s, avg_samples: 99.0, ips: 336.18523 samples/s, eta: 1:44:28 +[2025/07/22 04:49:15] openrec INFO: epoch: [90/100], global_step: 127910, lr: 0.000016, loss: 0.134334, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.28862 s, avg_samples: 99.8, ips: 345.78730 samples/s, eta: 1:44:24 +[2025/07/22 04:49:18] openrec INFO: epoch: [90/100], global_step: 127920, lr: 0.000016, loss: 0.134334, avg_reader_cost: 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INFO: epoch: [90/100], global_step: 127970, lr: 0.000016, loss: 0.170429, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.29185 s, avg_samples: 90.3, ips: 309.40403 samples/s, eta: 1:43:59 +[2025/07/22 04:49:35] openrec INFO: epoch: [90/100], global_step: 127980, lr: 0.000016, loss: 0.120156, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29291 s, avg_samples: 103.3, ips: 352.66722 samples/s, eta: 1:43:55 +[2025/07/22 04:49:38] openrec INFO: epoch: [90/100], global_step: 127990, lr: 0.000016, loss: 0.120211, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29103 s, avg_samples: 116.4, ips: 399.96224 samples/s, eta: 1:43:51 +[2025/07/22 04:49:41] openrec INFO: epoch: [90/100], global_step: 128000, lr: 0.000016, loss: 0.176519, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.29368 s, avg_samples: 91.7, ips: 312.24718 samples/s, eta: 1:43:47 +[2025/07/22 04:51:10] openrec INFO: cur metric, acc: 0.8548534077782023, norm_edit_dis: 0.936595928575177, num_samples: 63646, fps: 1284.4605221126646 +[2025/07/22 04:51:10] openrec INFO: best metric, acc: 0.8554190364114918, norm_edit_dis: 0.9367759236004526, num_samples: 63646, fps: 1318.2025120950887, best_epoch: 89 +[2025/07/22 04:51:13] openrec INFO: epoch: [90/100], global_step: 128010, lr: 0.000016, loss: 0.168829, avg_reader_cost: 8.88412 s, avg_batch_cost: 9.16098 s, avg_samples: 104.5, ips: 11.40708 samples/s, eta: 1:43:54 +[2025/07/22 04:51:16] openrec INFO: epoch: [90/100], global_step: 128020, lr: 0.000016, loss: 0.150979, avg_reader_cost: 0.00616 s, avg_batch_cost: 0.28564 s, avg_samples: 86.2, ips: 301.78156 samples/s, eta: 1:43:49 +[2025/07/22 04:51:19] openrec INFO: epoch: [90/100], global_step: 128030, lr: 0.000016, loss: 0.193835, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.28484 s, avg_samples: 81.5, ips: 286.12745 samples/s, eta: 1:43:45 +[2025/07/22 04:51:22] openrec INFO: epoch: [90/100], global_step: 128040, lr: 0.000016, loss: 0.169682, avg_reader_cost: 0.00655 s, avg_batch_cost: 0.29127 s, avg_samples: 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+[2025/07/22 04:53:51] openrec INFO: epoch: [90/100], global_step: 128550, lr: 0.000015, loss: 0.122947, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.28457 s, avg_samples: 96.0, ips: 337.34518 samples/s, eta: 1:40:11 +[2025/07/22 04:53:53] openrec INFO: epoch: [90/100], global_step: 128560, lr: 0.000015, loss: 0.113376, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29299 s, avg_samples: 113.5, ips: 387.38389 samples/s, eta: 1:40:07 +[2025/07/22 04:53:56] openrec INFO: epoch: [90/100], global_step: 128570, lr: 0.000015, loss: 0.129500, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.28941 s, avg_samples: 89.7, ips: 309.94072 samples/s, eta: 1:40:02 +[2025/07/22 04:53:59] openrec INFO: epoch: [90/100], global_step: 128580, lr: 0.000015, loss: 0.158824, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28169 s, avg_samples: 92.4, ips: 328.02266 samples/s, eta: 1:39:58 +[2025/07/22 04:54:02] openrec INFO: epoch: [90/100], global_step: 128590, lr: 0.000015, loss: 0.158430, avg_reader_cost: 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+[2025/07/22 04:56:58] openrec INFO: epoch: [90/100], global_step: 129190, lr: 0.000014, loss: 0.165272, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28880 s, avg_samples: 89.1, ips: 308.51609 samples/s, eta: 1:35:47 +[2025/07/22 04:57:01] openrec INFO: epoch: [90/100], global_step: 129200, lr: 0.000014, loss: 0.140491, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.29844 s, avg_samples: 99.3, ips: 332.72788 samples/s, eta: 1:35:43 +[2025/07/22 04:57:04] openrec INFO: epoch: [90/100], global_step: 129210, lr: 0.000014, loss: 0.101527, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.30113 s, avg_samples: 90.4, ips: 300.20404 samples/s, eta: 1:35:39 +[2025/07/22 04:57:07] openrec INFO: epoch: [90/100], global_step: 129220, lr: 0.000014, loss: 0.088014, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.28313 s, avg_samples: 101.6, ips: 358.84340 samples/s, eta: 1:35:35 +[2025/07/22 04:57:10] openrec INFO: epoch: [90/100], global_step: 129230, lr: 0.000014, loss: 0.101706, avg_reader_cost: 0.00559 s, avg_batch_cost: 0.29681 s, avg_samples: 94.3, ips: 317.71638 samples/s, eta: 1:35:31 +[2025/07/22 04:57:13] openrec INFO: epoch: [90/100], global_step: 129240, lr: 0.000014, loss: 0.109619, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.28803 s, avg_samples: 98.1, ips: 340.58954 samples/s, eta: 1:35:27 +[2025/07/22 04:58:40] openrec INFO: cur metric, acc: 0.8557018507281365, norm_edit_dis: 0.9367407816552387, num_samples: 63646, fps: 1325.3408113578487 +[2025/07/22 04:58:41] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/22 04:58:41] openrec INFO: best metric, acc: 0.8557018507281365, norm_edit_dis: 0.9367407816552387, num_samples: 63646, fps: 1325.3408113578487, best_epoch: 90 +[2025/07/22 04:58:43] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/22 04:58:44] openrec INFO: save ckpt to 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openrec INFO: epoch: [91/100], global_step: 129290, lr: 0.000013, loss: 0.134755, avg_reader_cost: 0.00553 s, avg_batch_cost: 0.28404 s, avg_samples: 102.4, ips: 360.51418 samples/s, eta: 1:35:16 +[2025/07/22 04:59:02] openrec INFO: epoch: [91/100], global_step: 129300, lr: 0.000013, loss: 0.137415, avg_reader_cost: 0.00551 s, avg_batch_cost: 0.28643 s, avg_samples: 86.5, ips: 301.98953 samples/s, eta: 1:35:12 +[2025/07/22 04:59:05] openrec INFO: epoch: [91/100], global_step: 129310, lr: 0.000013, loss: 0.157664, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.29115 s, avg_samples: 87.9, ips: 301.90861 samples/s, eta: 1:35:08 +[2025/07/22 04:59:08] openrec INFO: epoch: [91/100], global_step: 129320, lr: 0.000013, loss: 0.140106, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.28200 s, avg_samples: 99.0, ips: 351.05933 samples/s, eta: 1:35:04 +[2025/07/22 04:59:11] openrec INFO: epoch: [91/100], global_step: 129330, lr: 0.000013, loss: 0.122964, avg_reader_cost: 0.00578 s, avg_batch_cost: 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+[2025/07/22 05:02:06] openrec INFO: epoch: [91/100], global_step: 129930, lr: 0.000012, loss: 0.114555, avg_reader_cost: 0.00559 s, avg_batch_cost: 0.28483 s, avg_samples: 113.0, ips: 396.72658 samples/s, eta: 1:30:53 +[2025/07/22 05:02:09] openrec INFO: epoch: [91/100], global_step: 129940, lr: 0.000012, loss: 0.133632, avg_reader_cost: 0.00562 s, avg_batch_cost: 0.29941 s, avg_samples: 105.4, ips: 352.02656 samples/s, eta: 1:30:49 +[2025/07/22 05:02:12] openrec INFO: epoch: [91/100], global_step: 129950, lr: 0.000012, loss: 0.131968, avg_reader_cost: 0.00546 s, avg_batch_cost: 0.29536 s, avg_samples: 98.1, ips: 332.13658 samples/s, eta: 1:30:45 +[2025/07/22 05:02:15] openrec INFO: epoch: [91/100], global_step: 129960, lr: 0.000012, loss: 0.160346, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.28388 s, avg_samples: 104.5, ips: 368.11567 samples/s, eta: 1:30:41 +[2025/07/22 05:02:18] openrec INFO: epoch: [91/100], global_step: 129970, lr: 0.000012, loss: 0.165789, avg_reader_cost: 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+[2025/07/22 05:05:55] openrec INFO: epoch: [91/100], global_step: 130410, lr: 0.000011, loss: 0.143187, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.29110 s, avg_samples: 106.2, ips: 364.82198 samples/s, eta: 1:27:46 +[2025/07/22 05:05:58] openrec INFO: epoch: [91/100], global_step: 130420, lr: 0.000011, loss: 0.152596, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.29026 s, avg_samples: 96.1, ips: 331.07883 samples/s, eta: 1:27:42 +[2025/07/22 05:06:01] openrec INFO: epoch: [91/100], global_step: 130430, lr: 0.000011, loss: 0.141306, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.29005 s, avg_samples: 101.6, ips: 350.29001 samples/s, eta: 1:27:37 +[2025/07/22 05:06:04] openrec INFO: epoch: [91/100], global_step: 130440, lr: 0.000011, loss: 0.146390, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29621 s, avg_samples: 91.7, ips: 309.57303 samples/s, eta: 1:27:33 +[2025/07/22 05:06:07] openrec INFO: epoch: [91/100], global_step: 130450, lr: 0.000011, loss: 0.155936, avg_reader_cost: 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global_step: 130590, lr: 0.000011, loss: 0.137461, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.28403 s, avg_samples: 93.4, ips: 328.84012 samples/s, eta: 1:26:32 +[2025/07/22 05:06:50] openrec INFO: epoch: [91/100], global_step: 130600, lr: 0.000011, loss: 0.166349, avg_reader_cost: 0.00559 s, avg_batch_cost: 0.28727 s, avg_samples: 83.2, ips: 289.62284 samples/s, eta: 1:26:28 +[2025/07/22 05:06:53] openrec INFO: epoch: [91/100], global_step: 130610, lr: 0.000011, loss: 0.179828, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29244 s, avg_samples: 93.5, ips: 319.72489 samples/s, eta: 1:26:24 +[2025/07/22 05:06:56] openrec INFO: epoch: [91/100], global_step: 130620, lr: 0.000011, loss: 0.183036, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.28827 s, avg_samples: 99.8, ips: 346.20869 samples/s, eta: 1:26:20 +[2025/07/22 05:06:59] openrec INFO: epoch: [91/100], global_step: 130630, lr: 0.000011, loss: 0.160625, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29032 s, avg_samples: 96.4, 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loss: 0.136861, avg_reader_cost: 0.00353 s, avg_batch_cost: 0.17078 s, avg_samples: 67.0, ips: 392.31488 samples/s, eta: 1:25:57 +[2025/07/22 05:08:42] openrec INFO: cur metric, acc: 0.8551519340013273, norm_edit_dis: 0.9368217857404579, num_samples: 63646, fps: 1292.3331779810276 +[2025/07/22 05:08:42] openrec INFO: best metric, acc: 0.8557018507281365, norm_edit_dis: 0.9367407816552387, num_samples: 63646, fps: 1325.3408113578487, best_epoch: 90 +[2025/07/22 05:08:44] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/22 05:08:45] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_91.pth +[2025/07/22 05:08:47] openrec INFO: epoch: [92/100], global_step: 130680, lr: 0.000011, loss: 0.110291, avg_reader_cost: 9.31329 s, avg_batch_cost: 9.42247 s, avg_samples: 42.2, ips: 4.47866 samples/s, eta: 1:26:04 +[2025/07/22 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+[2025/07/22 05:10:24] openrec INFO: epoch: [92/100], global_step: 131010, lr: 0.000010, loss: 0.131727, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29413 s, avg_samples: 98.1, ips: 333.52935 samples/s, eta: 1:23:49 +[2025/07/22 05:10:27] openrec INFO: epoch: [92/100], global_step: 131020, lr: 0.000010, loss: 0.116668, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.29354 s, avg_samples: 92.6, ips: 315.45792 samples/s, eta: 1:23:45 +[2025/07/22 05:10:30] openrec INFO: epoch: [92/100], global_step: 131030, lr: 0.000010, loss: 0.143470, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.29300 s, avg_samples: 108.8, ips: 371.32948 samples/s, eta: 1:23:41 +[2025/07/22 05:10:32] openrec INFO: epoch: [92/100], global_step: 131040, lr: 0.000010, loss: 0.141899, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.28829 s, avg_samples: 99.3, ips: 344.44853 samples/s, eta: 1:23:37 +[2025/07/22 05:10:35] openrec INFO: epoch: [92/100], global_step: 131050, lr: 0.000010, loss: 0.116520, avg_reader_cost: 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131920, lr: 0.000009, loss: 0.132171, avg_reader_cost: 0.00558 s, avg_batch_cost: 0.29139 s, avg_samples: 90.9, ips: 311.95771 samples/s, eta: 1:17:37 +[2025/07/22 05:14:53] openrec INFO: epoch: [92/100], global_step: 131930, lr: 0.000009, loss: 0.143031, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29034 s, avg_samples: 91.7, ips: 315.83290 samples/s, eta: 1:17:33 +[2025/07/22 05:14:56] openrec INFO: epoch: [92/100], global_step: 131940, lr: 0.000009, loss: 0.156799, avg_reader_cost: 0.00561 s, avg_batch_cost: 0.29545 s, avg_samples: 92.9, ips: 314.43891 samples/s, eta: 1:17:28 +[2025/07/22 05:14:59] openrec INFO: epoch: [92/100], global_step: 131950, lr: 0.000009, loss: 0.143993, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29723 s, avg_samples: 115.2, ips: 387.57907 samples/s, eta: 1:17:24 +[2025/07/22 05:15:02] openrec INFO: epoch: [92/100], global_step: 131960, lr: 0.000009, loss: 0.129259, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29634 s, avg_samples: 90.0, ips: 303.70983 samples/s, eta: 1:17:20 +[2025/07/22 05:15:05] openrec INFO: epoch: [92/100], global_step: 131970, lr: 0.000009, loss: 0.120180, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.28194 s, avg_samples: 104.5, ips: 370.64754 samples/s, eta: 1:17:16 +[2025/07/22 05:15:08] openrec INFO: epoch: [92/100], global_step: 131980, lr: 0.000009, loss: 0.126142, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.28752 s, avg_samples: 93.8, ips: 326.23344 samples/s, eta: 1:17:12 +[2025/07/22 05:15:11] openrec INFO: epoch: [92/100], global_step: 131990, lr: 0.000009, loss: 0.146542, avg_reader_cost: 0.00622 s, avg_batch_cost: 0.29170 s, avg_samples: 104.5, ips: 358.24673 samples/s, eta: 1:17:08 +[2025/07/22 05:15:14] openrec INFO: epoch: [92/100], global_step: 132000, lr: 0.000009, loss: 0.124950, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29020 s, avg_samples: 104.3, ips: 359.41162 samples/s, eta: 1:17:04 +[2025/07/22 05:16:40] openrec INFO: cur metric, acc: 0.855670426915176, norm_edit_dis: 0.9369624972713361, num_samples: 63646, fps: 1340.0214485416168 +[2025/07/22 05:16:40] openrec INFO: best metric, acc: 0.8557018507281365, norm_edit_dis: 0.9367407816552387, num_samples: 63646, fps: 1325.3408113578487, best_epoch: 90 +[2025/07/22 05:16:43] openrec INFO: epoch: [92/100], global_step: 132010, lr: 0.000009, loss: 0.094860, avg_reader_cost: 8.64732 s, avg_batch_cost: 8.92786 s, avg_samples: 86.2, ips: 9.65517 samples/s, eta: 1:17:07 +[2025/07/22 05:16:46] openrec INFO: epoch: [92/100], global_step: 132020, lr: 0.000009, loss: 0.097325, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.28447 s, avg_samples: 88.6, ips: 311.45502 samples/s, eta: 1:17:03 +[2025/07/22 05:16:49] openrec INFO: epoch: [92/100], global_step: 132030, lr: 0.000009, loss: 0.096237, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.28479 s, avg_samples: 88.3, ips: 310.05233 samples/s, eta: 1:16:59 +[2025/07/22 05:16:52] openrec INFO: epoch: [92/100], global_step: 132040, lr: 0.000009, loss: 0.112410, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.28637 s, avg_samples: 103.3, ips: 360.72762 samples/s, eta: 1:16:55 +[2025/07/22 05:16:55] openrec INFO: epoch: [92/100], global_step: 132050, lr: 0.000009, loss: 0.130949, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.29134 s, avg_samples: 96.7, ips: 331.91420 samples/s, eta: 1:16:51 +[2025/07/22 05:16:57] openrec INFO: epoch: [92/100], global_step: 132060, lr: 0.000009, loss: 0.139362, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.28516 s, avg_samples: 99.7, ips: 349.62460 samples/s, eta: 1:16:47 +[2025/07/22 05:17:00] openrec INFO: epoch: [92/100], global_step: 132070, lr: 0.000009, loss: 0.134069, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29882 s, avg_samples: 98.1, ips: 328.29422 samples/s, eta: 1:16:43 +[2025/07/22 05:17:03] openrec INFO: epoch: [92/100], global_step: 132080, lr: 0.000009, loss: 0.143591, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29899 s, avg_samples: 87.1, ips: 291.31050 samples/s, eta: 1:16:39 +[2025/07/22 05:17:06] openrec INFO: epoch: [92/100], global_step: 132090, lr: 0.000009, loss: 0.141473, avg_reader_cost: 0.00634 s, avg_batch_cost: 0.29104 s, avg_samples: 91.7, ips: 315.08038 samples/s, eta: 1:16:35 +[2025/07/22 05:17:09] openrec INFO: epoch: [92/100], global_step: 132100, lr: 0.000009, loss: 0.111750, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.29808 s, avg_samples: 87.1, ips: 292.20536 samples/s, eta: 1:16:31 +[2025/07/22 05:17:12] openrec INFO: epoch: [92/100], global_step: 132110, lr: 0.000009, loss: 0.098051, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.28799 s, avg_samples: 89.6, ips: 311.12096 samples/s, eta: 1:16:27 +[2025/07/22 05:17:13] openrec INFO: epoch: [92/100], global_step: 132112, lr: 0.000009, loss: 0.108169, avg_reader_cost: 0.00116 s, avg_batch_cost: 0.05611 s, avg_samples: 25.6, ips: 456.27690 samples/s, eta: 1:16:26 +[2025/07/22 05:18:42] openrec INFO: cur metric, acc: 0.8558118340734984, norm_edit_dis: 0.93696139873838, num_samples: 63646, fps: 1278.9212674527698 +[2025/07/22 05:18:43] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/22 05:18:43] openrec INFO: best metric, acc: 0.8558118340734984, norm_edit_dis: 0.93696139873838, num_samples: 63646, fps: 1278.9212674527698, best_epoch: 92 +[2025/07/22 05:18:46] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/22 05:18:46] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_92.pth +[2025/07/22 05:18:49] openrec INFO: epoch: [93/100], global_step: 132120, lr: 0.000009, loss: 0.122371, avg_reader_cost: 9.42133 s, avg_batch_cost: 9.64742 s, avg_samples: 72.2, ips: 7.48387 samples/s, eta: 1:16:31 +[2025/07/22 05:18:52] openrec INFO: epoch: [93/100], global_step: 132130, lr: 0.000009, loss: 0.163073, avg_reader_cost: 0.00543 s, avg_batch_cost: 0.28508 s, avg_samples: 83.2, ips: 291.85144 samples/s, eta: 1:16:27 +[2025/07/22 05:18:55] openrec INFO: epoch: [93/100], global_step: 132140, lr: 0.000009, loss: 0.157312, avg_reader_cost: 0.00607 s, avg_batch_cost: 0.28792 s, avg_samples: 100.2, ips: 348.01224 samples/s, eta: 1:16:22 +[2025/07/22 05:18:58] openrec INFO: epoch: [93/100], global_step: 132150, lr: 0.000009, loss: 0.128837, avg_reader_cost: 0.00620 s, avg_batch_cost: 0.29106 s, avg_samples: 121.1, ips: 416.06542 samples/s, eta: 1:16:18 +[2025/07/22 05:19:01] openrec INFO: epoch: [93/100], global_step: 132160, lr: 0.000009, loss: 0.128837, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.28707 s, avg_samples: 72.6, ips: 252.89679 samples/s, eta: 1:16:14 +[2025/07/22 05:19:04] openrec INFO: epoch: [93/100], global_step: 132170, lr: 0.000009, loss: 0.158767, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29134 s, avg_samples: 104.5, ips: 358.68381 samples/s, eta: 1:16:10 +[2025/07/22 05:19:07] openrec INFO: epoch: [93/100], global_step: 132180, lr: 0.000009, loss: 0.121911, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.29349 s, avg_samples: 93.4, ips: 318.23459 samples/s, eta: 1:16:06 +[2025/07/22 05:19:10] openrec INFO: epoch: [93/100], global_step: 132190, lr: 0.000009, loss: 0.134196, avg_reader_cost: 0.00553 s, avg_batch_cost: 0.29085 s, avg_samples: 104.5, ips: 359.29038 samples/s, eta: 1:16:02 +[2025/07/22 05:19:13] openrec INFO: epoch: [93/100], global_step: 132200, lr: 0.000009, loss: 0.141625, avg_reader_cost: 0.00560 s, avg_batch_cost: 0.29235 s, avg_samples: 102.4, ips: 350.26232 samples/s, eta: 1:15:58 +[2025/07/22 05:19:15] openrec INFO: epoch: [93/100], global_step: 132210, lr: 0.000009, loss: 0.144183, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.28339 s, avg_samples: 100.2, ips: 353.57873 samples/s, eta: 1:15:54 +[2025/07/22 05:19:18] openrec INFO: epoch: [93/100], global_step: 132220, lr: 0.000009, loss: 0.137762, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29621 s, avg_samples: 108.3, ips: 365.62337 samples/s, eta: 1:15:50 +[2025/07/22 05:19:21] openrec INFO: epoch: [93/100], global_step: 132230, lr: 0.000009, loss: 0.136152, avg_reader_cost: 0.00630 s, avg_batch_cost: 0.29781 s, avg_samples: 112.6, ips: 378.08968 samples/s, eta: 1:15:46 +[2025/07/22 05:19:24] openrec INFO: epoch: [93/100], global_step: 132240, lr: 0.000009, loss: 0.133101, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.28962 s, avg_samples: 88.8, ips: 306.60993 samples/s, eta: 1:15:42 +[2025/07/22 05:19:27] openrec INFO: epoch: [93/100], global_step: 132250, lr: 0.000009, loss: 0.133955, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29174 s, avg_samples: 79.3, ips: 271.82029 samples/s, eta: 1:15:37 +[2025/07/22 05:19:30] openrec INFO: epoch: [93/100], global_step: 132260, lr: 0.000008, loss: 0.115010, avg_reader_cost: 0.00616 s, avg_batch_cost: 0.28176 s, avg_samples: 102.0, ips: 362.01491 samples/s, eta: 1:15:33 +[2025/07/22 05:19:33] openrec INFO: epoch: [93/100], global_step: 132270, lr: 0.000008, loss: 0.111655, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.29014 s, avg_samples: 103.3, ips: 356.03474 samples/s, eta: 1:15:29 +[2025/07/22 05:19:36] openrec INFO: epoch: [93/100], global_step: 132280, lr: 0.000008, loss: 0.155403, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.28636 s, avg_samples: 83.6, ips: 291.94456 samples/s, eta: 1:15:25 +[2025/07/22 05:19:39] openrec INFO: epoch: [93/100], global_step: 132290, lr: 0.000008, loss: 0.159230, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.28562 s, avg_samples: 81.5, ips: 285.33993 samples/s, eta: 1:15:21 +[2025/07/22 05:19:42] openrec INFO: epoch: [93/100], global_step: 132300, lr: 0.000008, loss: 0.159230, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.28273 s, avg_samples: 101.9, ips: 360.41613 samples/s, eta: 1:15:17 +[2025/07/22 05:19:45] openrec INFO: epoch: [93/100], global_step: 132310, lr: 0.000008, loss: 0.148037, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.29777 s, avg_samples: 93.0, ips: 312.32597 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0.119573, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29547 s, avg_samples: 93.3, ips: 315.76835 samples/s, eta: 1:14:52 +[2025/07/22 05:20:02] openrec INFO: epoch: [93/100], global_step: 132370, lr: 0.000008, loss: 0.117188, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.28223 s, avg_samples: 87.9, ips: 311.45201 samples/s, eta: 1:14:48 +[2025/07/22 05:20:05] openrec INFO: epoch: [93/100], global_step: 132380, lr: 0.000008, loss: 0.128909, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.28450 s, avg_samples: 91.2, ips: 320.56687 samples/s, eta: 1:14:44 +[2025/07/22 05:20:08] openrec INFO: epoch: [93/100], global_step: 132390, lr: 0.000008, loss: 0.145466, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29165 s, avg_samples: 89.2, ips: 305.84741 samples/s, eta: 1:14:40 +[2025/07/22 05:20:11] openrec INFO: epoch: [93/100], global_step: 132400, lr: 0.000008, loss: 0.126221, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29108 s, avg_samples: 105.4, ips: 362.09381 samples/s, eta: 1:14:36 +[2025/07/22 05:20:14] openrec INFO: epoch: [93/100], global_step: 132410, lr: 0.000008, loss: 0.122245, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29418 s, avg_samples: 101.6, ips: 345.36901 samples/s, eta: 1:14:32 +[2025/07/22 05:20:17] openrec INFO: epoch: [93/100], global_step: 132420, lr: 0.000008, loss: 0.141931, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29242 s, avg_samples: 93.8, ips: 320.77381 samples/s, eta: 1:14:28 +[2025/07/22 05:20:20] openrec INFO: epoch: [93/100], global_step: 132430, lr: 0.000008, loss: 0.158147, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.29105 s, avg_samples: 93.4, ips: 320.90395 samples/s, eta: 1:14:24 +[2025/07/22 05:20:23] openrec INFO: epoch: [93/100], global_step: 132440, lr: 0.000008, loss: 0.125797, avg_reader_cost: 0.00790 s, avg_batch_cost: 0.28750 s, avg_samples: 94.3, ips: 328.00174 samples/s, eta: 1:14:20 +[2025/07/22 05:20:26] openrec INFO: epoch: [93/100], global_step: 132450, lr: 0.000008, loss: 0.091544, avg_reader_cost: 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+[2025/07/22 05:24:55] openrec INFO: epoch: [93/100], global_step: 133370, lr: 0.000007, loss: 0.127859, avg_reader_cost: 0.00615 s, avg_batch_cost: 0.29193 s, avg_samples: 99.8, ips: 341.86609 samples/s, eta: 1:08:00 +[2025/07/22 05:24:58] openrec INFO: epoch: [93/100], global_step: 133380, lr: 0.000007, loss: 0.133443, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.28900 s, avg_samples: 96.9, ips: 335.29131 samples/s, eta: 1:07:56 +[2025/07/22 05:25:00] openrec INFO: epoch: [93/100], global_step: 133390, lr: 0.000007, loss: 0.141321, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.28479 s, avg_samples: 109.7, ips: 385.19251 samples/s, eta: 1:07:52 +[2025/07/22 05:25:03] openrec INFO: epoch: [93/100], global_step: 133400, lr: 0.000007, loss: 0.135172, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.28279 s, avg_samples: 85.7, ips: 303.05419 samples/s, eta: 1:07:48 +[2025/07/22 05:25:06] openrec INFO: epoch: [93/100], global_step: 133410, lr: 0.000007, loss: 0.143027, avg_reader_cost: 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INFO: epoch: [93/100], global_step: 133460, lr: 0.000007, loss: 0.151022, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.28734 s, avg_samples: 78.9, ips: 274.58628 samples/s, eta: 1:07:24 +[2025/07/22 05:25:24] openrec INFO: epoch: [93/100], global_step: 133470, lr: 0.000007, loss: 0.193271, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29634 s, avg_samples: 89.1, ips: 300.66550 samples/s, eta: 1:07:20 +[2025/07/22 05:25:27] openrec INFO: epoch: [93/100], global_step: 133480, lr: 0.000007, loss: 0.129229, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29688 s, avg_samples: 104.5, ips: 351.99734 samples/s, eta: 1:07:16 +[2025/07/22 05:25:30] openrec INFO: epoch: [93/100], global_step: 133490, lr: 0.000007, loss: 0.107230, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.29875 s, avg_samples: 111.8, ips: 374.22690 samples/s, eta: 1:07:11 +[2025/07/22 05:25:33] openrec INFO: epoch: [93/100], global_step: 133500, lr: 0.000007, loss: 0.106157, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.29477 s, avg_samples: 88.8, ips: 301.25007 samples/s, eta: 1:07:07 +[2025/07/22 05:25:36] openrec INFO: epoch: [93/100], global_step: 133510, lr: 0.000007, loss: 0.122580, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.29949 s, avg_samples: 81.5, ips: 272.12667 samples/s, eta: 1:07:03 +[2025/07/22 05:25:39] openrec INFO: epoch: [93/100], global_step: 133520, lr: 0.000007, loss: 0.138946, avg_reader_cost: 0.00617 s, avg_batch_cost: 0.29826 s, avg_samples: 93.8, ips: 314.48654 samples/s, eta: 1:06:59 +[2025/07/22 05:25:42] openrec INFO: epoch: [93/100], global_step: 133530, lr: 0.000007, loss: 0.138946, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.29688 s, avg_samples: 94.3, ips: 317.64208 samples/s, eta: 1:06:55 +[2025/07/22 05:25:45] openrec INFO: epoch: [93/100], global_step: 133540, lr: 0.000007, loss: 0.126933, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29113 s, avg_samples: 103.7, ips: 356.19413 samples/s, eta: 1:06:51 +[2025/07/22 05:25:47] openrec INFO: epoch: [93/100], global_step: 133548, lr: 0.000007, loss: 0.136238, avg_reader_cost: 0.00434 s, avg_batch_cost: 0.23730 s, avg_samples: 61.4, ips: 258.74266 samples/s, eta: 1:06:48 +[2025/07/22 05:27:15] openrec INFO: cur metric, acc: 0.8554975959438931, norm_edit_dis: 0.9369182209768198, num_samples: 63646, fps: 1323.8347895834743 +[2025/07/22 05:27:15] openrec INFO: best metric, acc: 0.8558118340734984, norm_edit_dis: 0.93696139873838, num_samples: 63646, fps: 1278.9212674527698, best_epoch: 92 +[2025/07/22 05:27:17] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/22 05:27:18] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_93.pth +[2025/07/22 05:27:19] openrec INFO: epoch: [94/100], global_step: 133550, lr: 0.000007, loss: 0.136238, avg_reader_cost: 9.15079 s, avg_batch_cost: 9.20823 s, avg_samples: 19.2, ips: 2.08509 samples/s, eta: 1:06:54 +[2025/07/22 05:27:22] openrec INFO: epoch: [94/100], global_step: 133560, lr: 0.000007, loss: 0.225690, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.28587 s, avg_samples: 84.1, ips: 294.19128 samples/s, eta: 1:06:50 +[2025/07/22 05:27:25] openrec INFO: epoch: [94/100], global_step: 133570, lr: 0.000007, loss: 0.140727, avg_reader_cost: 0.00552 s, avg_batch_cost: 0.29317 s, avg_samples: 88.3, ips: 301.18737 samples/s, eta: 1:06:46 +[2025/07/22 05:27:28] openrec INFO: epoch: [94/100], global_step: 133580, lr: 0.000007, loss: 0.110513, avg_reader_cost: 0.00556 s, avg_batch_cost: 0.29765 s, avg_samples: 94.7, ips: 318.16406 samples/s, eta: 1:06:42 +[2025/07/22 05:27:31] openrec INFO: epoch: [94/100], global_step: 133590, lr: 0.000007, loss: 0.110438, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29148 s, avg_samples: 109.7, ips: 376.35944 samples/s, eta: 1:06:38 +[2025/07/22 05:27:34] openrec INFO: epoch: [94/100], global_step: 133600, lr: 0.000007, loss: 0.125973, avg_reader_cost: 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epoch: [94/100], global_step: 133970, lr: 0.000006, loss: 0.117093, avg_reader_cost: 0.00604 s, avg_batch_cost: 0.29538 s, avg_samples: 77.7, ips: 263.05163 samples/s, eta: 1:04:03 +[2025/07/22 05:29:25] openrec INFO: epoch: [94/100], global_step: 133980, lr: 0.000006, loss: 0.130639, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.29223 s, avg_samples: 108.8, ips: 372.30643 samples/s, eta: 1:03:59 +[2025/07/22 05:29:28] openrec INFO: epoch: [94/100], global_step: 133990, lr: 0.000006, loss: 0.141069, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29326 s, avg_samples: 86.2, ips: 293.94061 samples/s, eta: 1:03:55 +[2025/07/22 05:29:31] openrec INFO: epoch: [94/100], global_step: 134000, lr: 0.000006, loss: 0.138942, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.29213 s, avg_samples: 96.0, ips: 328.62051 samples/s, eta: 1:03:51 +[2025/07/22 05:30:57] openrec INFO: cur metric, acc: 0.856204631735505, norm_edit_dis: 0.9374376686182314, num_samples: 63646, fps: 1344.8185419879326 +[2025/07/22 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+[2025/07/22 05:33:50] openrec INFO: epoch: [94/100], global_step: 134590, lr: 0.000005, loss: 0.115388, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29142 s, avg_samples: 86.2, ips: 295.78858 samples/s, eta: 0:59:57 +[2025/07/22 05:33:53] openrec INFO: epoch: [94/100], global_step: 134600, lr: 0.000005, loss: 0.145448, avg_reader_cost: 0.00644 s, avg_batch_cost: 0.29271 s, avg_samples: 99.8, ips: 340.95164 samples/s, eta: 0:59:53 +[2025/07/22 05:33:56] openrec INFO: epoch: [94/100], global_step: 134610, lr: 0.000005, loss: 0.118490, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.29870 s, avg_samples: 91.3, ips: 305.66139 samples/s, eta: 0:59:49 +[2025/07/22 05:33:59] openrec INFO: epoch: [94/100], global_step: 134620, lr: 0.000005, loss: 0.117210, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.28936 s, avg_samples: 100.7, ips: 348.00539 samples/s, eta: 0:59:45 +[2025/07/22 05:34:02] openrec INFO: epoch: [94/100], global_step: 134630, lr: 0.000005, loss: 0.147761, avg_reader_cost: 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openrec INFO: epoch: [94/100], global_step: 134680, lr: 0.000005, loss: 0.119844, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.29552 s, avg_samples: 94.1, ips: 318.41989 samples/s, eta: 0:59:20 +[2025/07/22 05:34:19] openrec INFO: epoch: [94/100], global_step: 134690, lr: 0.000005, loss: 0.132581, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29302 s, avg_samples: 87.4, ips: 298.27705 samples/s, eta: 0:59:16 +[2025/07/22 05:34:22] openrec INFO: epoch: [94/100], global_step: 134700, lr: 0.000005, loss: 0.172370, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29129 s, avg_samples: 67.0, ips: 230.00956 samples/s, eta: 0:59:12 +[2025/07/22 05:34:25] openrec INFO: epoch: [94/100], global_step: 134710, lr: 0.000005, loss: 0.181128, avg_reader_cost: 0.00559 s, avg_batch_cost: 0.29571 s, avg_samples: 84.5, ips: 285.75172 samples/s, eta: 0:59:08 +[2025/07/22 05:34:28] openrec INFO: epoch: [94/100], global_step: 134720, lr: 0.000005, loss: 0.146003, avg_reader_cost: 0.00592 s, avg_batch_cost: 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0:57:51 +[2025/07/22 05:35:24] openrec INFO: epoch: [94/100], global_step: 134910, lr: 0.000005, loss: 0.133529, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29155 s, avg_samples: 101.9, ips: 349.50953 samples/s, eta: 0:57:47 +[2025/07/22 05:35:27] openrec INFO: epoch: [94/100], global_step: 134920, lr: 0.000005, loss: 0.120594, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.29123 s, avg_samples: 106.6, ips: 366.02930 samples/s, eta: 0:57:43 +[2025/07/22 05:35:30] openrec INFO: epoch: [94/100], global_step: 134930, lr: 0.000005, loss: 0.113059, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29333 s, avg_samples: 94.7, ips: 322.84757 samples/s, eta: 0:57:39 +[2025/07/22 05:35:33] openrec INFO: epoch: [94/100], global_step: 134940, lr: 0.000005, loss: 0.118339, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.29002 s, avg_samples: 98.5, ips: 339.62855 samples/s, eta: 0:57:35 +[2025/07/22 05:35:36] openrec INFO: epoch: [94/100], global_step: 134950, lr: 0.000005, loss: 0.163487, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29416 s, avg_samples: 89.6, ips: 304.59559 samples/s, eta: 0:57:31 +[2025/07/22 05:35:39] openrec INFO: epoch: [94/100], global_step: 134960, lr: 0.000005, loss: 0.166704, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.28962 s, avg_samples: 108.8, ips: 375.66040 samples/s, eta: 0:57:26 +[2025/07/22 05:35:42] openrec INFO: epoch: [94/100], global_step: 134970, lr: 0.000005, loss: 0.166704, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29140 s, avg_samples: 90.5, ips: 310.57289 samples/s, eta: 0:57:22 +[2025/07/22 05:35:44] openrec INFO: epoch: [94/100], global_step: 134980, lr: 0.000005, loss: 0.160528, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29064 s, avg_samples: 102.4, ips: 352.32859 samples/s, eta: 0:57:18 +[2025/07/22 05:35:46] openrec INFO: epoch: [94/100], global_step: 134984, lr: 0.000005, loss: 0.177244, avg_reader_cost: 0.00224 s, avg_batch_cost: 0.11682 s, avg_samples: 29.4, ips: 251.66995 samples/s, eta: 0:57:17 +[2025/07/22 05:37:13] openrec INFO: cur metric, acc: 0.8560475126707023, norm_edit_dis: 0.9371524142635564, num_samples: 63646, fps: 1321.6295605592038 +[2025/07/22 05:37:13] openrec INFO: best metric, acc: 0.856204631735505, norm_edit_dis: 0.9374376686182314, num_samples: 63646, fps: 1344.8185419879326, best_epoch: 94 +[2025/07/22 05:37:15] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/22 05:37:16] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_94.pth +[2025/07/22 05:37:19] openrec INFO: epoch: [95/100], global_step: 134990, lr: 0.000005, loss: 0.164863, avg_reader_cost: 9.14928 s, avg_batch_cost: 9.32305 s, avg_samples: 61.4, ips: 6.58583 samples/s, eta: 0:57:20 +[2025/07/22 05:37:22] openrec INFO: epoch: [95/100], global_step: 135000, lr: 0.000005, loss: 0.112705, avg_reader_cost: 0.00533 s, avg_batch_cost: 0.29091 s, 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+[2025/07/22 05:41:24] openrec INFO: epoch: [95/100], global_step: 135830, lr: 0.000004, loss: 0.135781, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29534 s, avg_samples: 100.2, ips: 339.26456 samples/s, eta: 0:51:39 +[2025/07/22 05:41:27] openrec INFO: epoch: [95/100], global_step: 135840, lr: 0.000004, loss: 0.148008, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.29315 s, avg_samples: 94.2, ips: 321.34052 samples/s, eta: 0:51:35 +[2025/07/22 05:41:30] openrec INFO: epoch: [95/100], global_step: 135850, lr: 0.000004, loss: 0.114619, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.29661 s, avg_samples: 108.0, ips: 364.11772 samples/s, eta: 0:51:31 +[2025/07/22 05:41:33] openrec INFO: epoch: [95/100], global_step: 135860, lr: 0.000004, loss: 0.098327, avg_reader_cost: 0.00600 s, avg_batch_cost: 0.28727 s, avg_samples: 102.4, ips: 356.45394 samples/s, eta: 0:51:27 +[2025/07/22 05:41:36] openrec INFO: epoch: [95/100], global_step: 135870, lr: 0.000004, loss: 0.101673, avg_reader_cost: 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openrec INFO: epoch: [95/100], global_step: 135920, lr: 0.000004, loss: 0.123046, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.28797 s, avg_samples: 91.7, ips: 318.43725 samples/s, eta: 0:51:03 +[2025/07/22 05:41:54] openrec INFO: epoch: [95/100], global_step: 135930, lr: 0.000004, loss: 0.146258, avg_reader_cost: 0.00634 s, avg_batch_cost: 0.29034 s, avg_samples: 101.9, ips: 350.96199 samples/s, eta: 0:50:59 +[2025/07/22 05:41:57] openrec INFO: epoch: [95/100], global_step: 135940, lr: 0.000004, loss: 0.123260, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29664 s, avg_samples: 119.0, ips: 401.16238 samples/s, eta: 0:50:55 +[2025/07/22 05:41:59] openrec INFO: epoch: [95/100], global_step: 135950, lr: 0.000004, loss: 0.169760, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.28759 s, avg_samples: 76.8, ips: 267.04305 samples/s, eta: 0:50:51 +[2025/07/22 05:42:02] openrec INFO: epoch: [95/100], global_step: 135960, lr: 0.000004, loss: 0.171662, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.28980 s, avg_samples: 86.2, ips: 297.44617 samples/s, eta: 0:50:47 +[2025/07/22 05:42:05] openrec INFO: epoch: [95/100], global_step: 135970, lr: 0.000004, loss: 0.139804, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.29279 s, avg_samples: 115.2, ips: 393.45006 samples/s, eta: 0:50:43 +[2025/07/22 05:42:08] openrec INFO: epoch: [95/100], global_step: 135980, lr: 0.000004, loss: 0.153168, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.29251 s, avg_samples: 88.3, ips: 301.87183 samples/s, eta: 0:50:38 +[2025/07/22 05:42:11] openrec INFO: epoch: [95/100], global_step: 135990, lr: 0.000004, loss: 0.191308, avg_reader_cost: 0.00555 s, avg_batch_cost: 0.29465 s, avg_samples: 82.7, ips: 280.67096 samples/s, eta: 0:50:34 +[2025/07/22 05:42:14] openrec INFO: epoch: [95/100], global_step: 136000, lr: 0.000004, loss: 0.131874, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.29086 s, avg_samples: 109.2, ips: 375.44401 samples/s, eta: 0:50:30 +[2025/07/22 05:43:40] openrec INFO: cur metric, acc: 0.8562517674549458, norm_edit_dis: 0.9373285222014788, num_samples: 63646, fps: 1343.384729713032 +[2025/07/22 05:43:41] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/22 05:43:41] openrec INFO: best metric, acc: 0.8562517674549458, norm_edit_dis: 0.9373285222014788, num_samples: 63646, fps: 1343.384729713032, best_epoch: 95 +[2025/07/22 05:43:44] openrec INFO: epoch: [95/100], global_step: 136010, lr: 0.000004, loss: 0.097934, avg_reader_cost: 8.70873 s, avg_batch_cost: 8.99538 s, avg_samples: 82.8, ips: 9.20472 samples/s, eta: 0:50:31 +[2025/07/22 05:43:47] openrec INFO: epoch: [95/100], global_step: 136020, lr: 0.000004, loss: 0.112860, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.28633 s, avg_samples: 100.7, ips: 351.69268 samples/s, eta: 0:50:27 +[2025/07/22 05:43:50] openrec INFO: epoch: [95/100], global_step: 136030, lr: 0.000004, loss: 0.139204, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.29081 s, avg_samples: 89.6, ips: 308.10908 samples/s, eta: 0:50:23 +[2025/07/22 05:43:53] openrec INFO: epoch: [95/100], global_step: 136040, lr: 0.000004, loss: 0.201487, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.28379 s, avg_samples: 85.3, ips: 300.57859 samples/s, eta: 0:50:19 +[2025/07/22 05:43:56] openrec INFO: epoch: [95/100], global_step: 136050, lr: 0.000004, loss: 0.148236, avg_reader_cost: 0.00618 s, avg_batch_cost: 0.29071 s, avg_samples: 104.2, ips: 358.43713 samples/s, eta: 0:50:15 +[2025/07/22 05:43:59] openrec INFO: epoch: [95/100], global_step: 136060, lr: 0.000004, loss: 0.152976, avg_reader_cost: 0.00611 s, avg_batch_cost: 0.29404 s, avg_samples: 89.6, ips: 304.72103 samples/s, eta: 0:50:11 +[2025/07/22 05:44:02] openrec INFO: epoch: [95/100], global_step: 136070, lr: 0.000004, loss: 0.163446, avg_reader_cost: 0.00618 s, avg_batch_cost: 0.29723 s, avg_samples: 90.5, ips: 304.47706 samples/s, eta: 0:50:07 +[2025/07/22 05:44:05] openrec INFO: epoch: [95/100], global_step: 136080, lr: 0.000004, loss: 0.144754, avg_reader_cost: 0.00628 s, avg_batch_cost: 0.28990 s, avg_samples: 87.4, ips: 301.48370 samples/s, eta: 0:50:03 +[2025/07/22 05:44:07] openrec INFO: epoch: [95/100], global_step: 136090, lr: 0.000004, loss: 0.158867, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.29181 s, avg_samples: 94.3, ips: 323.15216 samples/s, eta: 0:49:59 +[2025/07/22 05:44:10] openrec INFO: epoch: [95/100], global_step: 136100, lr: 0.000004, loss: 0.167707, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.28940 s, avg_samples: 81.0, ips: 279.88707 samples/s, eta: 0:49:55 +[2025/07/22 05:44:13] openrec INFO: epoch: [95/100], global_step: 136110, lr: 0.000004, loss: 0.165166, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.28855 s, avg_samples: 80.6, ips: 279.33084 samples/s, eta: 0:49:51 +[2025/07/22 05:44:16] openrec INFO: epoch: [95/100], global_step: 136120, lr: 0.000004, loss: 0.106912, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29316 s, avg_samples: 110.9, ips: 378.28915 samples/s, eta: 0:49:47 +[2025/07/22 05:44:19] openrec INFO: epoch: [95/100], global_step: 136130, lr: 0.000004, loss: 0.105731, avg_reader_cost: 0.00620 s, avg_batch_cost: 0.28833 s, avg_samples: 103.6, ips: 359.30863 samples/s, eta: 0:49:43 +[2025/07/22 05:44:22] openrec INFO: epoch: [95/100], global_step: 136140, lr: 0.000004, loss: 0.109145, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.29154 s, avg_samples: 93.5, ips: 320.71063 samples/s, eta: 0:49:39 +[2025/07/22 05:44:25] openrec INFO: epoch: [95/100], global_step: 136150, lr: 0.000004, loss: 0.123042, avg_reader_cost: 0.00607 s, avg_batch_cost: 0.29650 s, avg_samples: 86.6, ips: 292.07456 samples/s, eta: 0:49:34 +[2025/07/22 05:44:28] openrec INFO: epoch: [95/100], global_step: 136160, lr: 0.000004, loss: 0.137155, avg_reader_cost: 0.00612 s, avg_batch_cost: 0.29206 s, avg_samples: 99.0, ips: 338.96938 samples/s, eta: 0:49:30 +[2025/07/22 05:44:31] openrec INFO: epoch: [95/100], global_step: 136170, lr: 0.000004, loss: 0.141061, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.28530 s, avg_samples: 98.7, ips: 345.94557 samples/s, eta: 0:49:26 +[2025/07/22 05:44:34] openrec INFO: epoch: [95/100], global_step: 136180, lr: 0.000004, loss: 0.151662, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29810 s, avg_samples: 89.5, ips: 300.23869 samples/s, eta: 0:49:22 +[2025/07/22 05:44:37] openrec INFO: epoch: [95/100], global_step: 136190, lr: 0.000004, loss: 0.122305, avg_reader_cost: 0.00614 s, avg_batch_cost: 0.29018 s, avg_samples: 98.5, ips: 339.44895 samples/s, eta: 0:49:18 +[2025/07/22 05:44:40] openrec INFO: epoch: [95/100], global_step: 136200, lr: 0.000004, loss: 0.117367, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.28882 s, avg_samples: 97.2, ips: 336.54148 samples/s, eta: 0:49:14 +[2025/07/22 05:44:43] openrec INFO: epoch: [95/100], global_step: 136210, lr: 0.000004, loss: 0.131905, avg_reader_cost: 0.00558 s, avg_batch_cost: 0.28473 s, avg_samples: 92.1, ips: 323.46541 samples/s, eta: 0:49:10 +[2025/07/22 05:44:45] openrec INFO: epoch: [95/100], global_step: 136220, lr: 0.000004, loss: 0.136988, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.29461 s, avg_samples: 100.7, ips: 341.81083 samples/s, eta: 0:49:06 +[2025/07/22 05:44:48] openrec INFO: epoch: [95/100], global_step: 136230, lr: 0.000004, loss: 0.142118, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.29894 s, avg_samples: 93.8, ips: 313.77082 samples/s, eta: 0:49:02 +[2025/07/22 05:44:52] openrec INFO: epoch: [95/100], global_step: 136240, lr: 0.000004, loss: 0.170200, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.30190 s, avg_samples: 84.8, ips: 280.88582 samples/s, eta: 0:48:58 +[2025/07/22 05:44:54] openrec INFO: epoch: [95/100], global_step: 136250, lr: 0.000004, loss: 0.188271, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.28876 s, avg_samples: 85.7, ips: 296.78609 samples/s, eta: 0:48:54 +[2025/07/22 05:44:57] openrec INFO: epoch: [95/100], global_step: 136260, lr: 0.000004, loss: 0.166030, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.29251 s, avg_samples: 96.4, ips: 329.56234 samples/s, eta: 0:48:50 +[2025/07/22 05:45:00] openrec INFO: epoch: [95/100], global_step: 136270, lr: 0.000004, loss: 0.108286, avg_reader_cost: 0.00607 s, avg_batch_cost: 0.29056 s, avg_samples: 99.3, ips: 341.75629 samples/s, eta: 0:48:46 +[2025/07/22 05:45:03] openrec INFO: epoch: [95/100], global_step: 136280, lr: 0.000004, loss: 0.123847, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.28802 s, avg_samples: 106.2, ips: 368.71909 samples/s, eta: 0:48:42 +[2025/07/22 05:45:06] openrec INFO: epoch: [95/100], global_step: 136290, lr: 0.000004, loss: 0.173001, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.28731 s, avg_samples: 70.8, ips: 246.42472 samples/s, eta: 0:48:38 +[2025/07/22 05:45:09] openrec INFO: epoch: [95/100], global_step: 136300, lr: 0.000004, loss: 0.113039, avg_reader_cost: 0.00588 s, avg_batch_cost: 0.28777 s, avg_samples: 108.3, ips: 376.33691 samples/s, eta: 0:48:34 +[2025/07/22 05:45:12] openrec INFO: epoch: [95/100], global_step: 136310, lr: 0.000004, loss: 0.133977, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.28884 s, avg_samples: 96.0, ips: 332.36387 samples/s, eta: 0:48:30 +[2025/07/22 05:45:15] openrec INFO: epoch: [95/100], global_step: 136320, lr: 0.000004, loss: 0.166547, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29301 s, avg_samples: 103.3, ips: 352.55172 samples/s, eta: 0:48:26 +[2025/07/22 05:45:18] openrec INFO: epoch: [95/100], global_step: 136330, lr: 0.000004, loss: 0.133226, avg_reader_cost: 0.00627 s, avg_batch_cost: 0.29182 s, avg_samples: 89.1, ips: 305.32009 samples/s, eta: 0:48:22 +[2025/07/22 05:45:21] openrec INFO: epoch: [95/100], global_step: 136340, lr: 0.000003, loss: 0.141999, avg_reader_cost: 0.00668 s, avg_batch_cost: 0.29058 s, avg_samples: 105.4, ips: 362.72064 samples/s, eta: 0:48:17 +[2025/07/22 05:45:24] openrec INFO: epoch: [95/100], global_step: 136350, lr: 0.000003, loss: 0.146064, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29494 s, avg_samples: 86.2, ips: 292.26447 samples/s, eta: 0:48:13 +[2025/07/22 05:45:27] openrec INFO: epoch: [95/100], global_step: 136360, lr: 0.000003, loss: 0.140485, avg_reader_cost: 0.00567 s, avg_batch_cost: 0.28839 s, avg_samples: 87.4, ips: 303.05843 samples/s, eta: 0:48:09 +[2025/07/22 05:45:29] openrec INFO: epoch: [95/100], global_step: 136370, lr: 0.000003, loss: 0.138219, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29046 s, avg_samples: 107.1, ips: 368.72279 samples/s, eta: 0:48:05 +[2025/07/22 05:45:32] openrec INFO: epoch: [95/100], global_step: 136380, lr: 0.000003, loss: 0.116386, avg_reader_cost: 0.00613 s, avg_batch_cost: 0.28629 s, avg_samples: 102.3, ips: 357.33423 samples/s, eta: 0:48:01 +[2025/07/22 05:45:35] openrec INFO: epoch: [95/100], global_step: 136390, lr: 0.000003, loss: 0.126365, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29097 s, avg_samples: 85.3, ips: 293.15992 samples/s, eta: 0:47:57 +[2025/07/22 05:45:38] openrec INFO: epoch: [95/100], global_step: 136400, lr: 0.000003, loss: 0.139724, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.28791 s, avg_samples: 102.8, ips: 357.05729 samples/s, eta: 0:47:53 +[2025/07/22 05:45:41] openrec INFO: epoch: [95/100], global_step: 136410, lr: 0.000003, loss: 0.117062, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.28767 s, avg_samples: 94.7, ips: 329.19177 samples/s, eta: 0:47:49 +[2025/07/22 05:45:44] openrec INFO: epoch: [95/100], global_step: 136420, lr: 0.000003, loss: 0.139501, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.28697 s, avg_samples: 87.0, ips: 303.16519 samples/s, eta: 0:47:45 +[2025/07/22 05:47:11] openrec INFO: cur metric, acc: 0.8564717341456695, norm_edit_dis: 0.9373182628125386, num_samples: 63646, fps: 1330.6761966669364 +[2025/07/22 05:47:12] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/best.pth +[2025/07/22 05:47:12] openrec INFO: best metric, acc: 0.8564717341456695, norm_edit_dis: 0.9373182628125386, num_samples: 63646, fps: 1330.6761966669364, best_epoch: 95 +[2025/07/22 05:47:14] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/22 05:47:15] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_95.pth +[2025/07/22 05:47:18] openrec INFO: epoch: [96/100], global_step: 136430, lr: 0.000003, loss: 0.155620, avg_reader_cost: 9.16163 s, avg_batch_cost: 9.45259 s, avg_samples: 96.4, ips: 10.19826 samples/s, eta: 0:47:46 +[2025/07/22 05:47:21] openrec INFO: epoch: [96/100], global_step: 136440, lr: 0.000003, loss: 0.118097, avg_reader_cost: 0.00546 s, avg_batch_cost: 0.28679 s, avg_samples: 110.9, ips: 386.69263 samples/s, eta: 0:47:42 +[2025/07/22 05:47:24] openrec INFO: epoch: [96/100], global_step: 136450, lr: 0.000003, loss: 0.124590, avg_reader_cost: 0.00571 s, 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+[2025/07/22 05:48:46] openrec INFO: epoch: [96/100], global_step: 136730, lr: 0.000003, loss: 0.134457, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.29566 s, avg_samples: 87.9, ips: 297.29962 samples/s, eta: 0:45:44 +[2025/07/22 05:48:49] openrec INFO: epoch: [96/100], global_step: 136740, lr: 0.000003, loss: 0.145766, avg_reader_cost: 0.00552 s, avg_batch_cost: 0.29002 s, avg_samples: 91.7, ips: 316.18471 samples/s, eta: 0:45:40 +[2025/07/22 05:48:52] openrec INFO: epoch: [96/100], global_step: 136750, lr: 0.000003, loss: 0.152814, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29375 s, avg_samples: 84.8, ips: 288.68080 samples/s, eta: 0:45:36 +[2025/07/22 05:48:55] openrec INFO: epoch: [96/100], global_step: 136760, lr: 0.000003, loss: 0.222056, avg_reader_cost: 0.00610 s, avg_batch_cost: 0.29664 s, avg_samples: 84.1, ips: 283.51042 samples/s, eta: 0:45:32 +[2025/07/22 05:48:58] openrec INFO: epoch: [96/100], global_step: 136770, lr: 0.000003, loss: 0.235643, avg_reader_cost: 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+[2025/07/22 05:50:20] openrec INFO: epoch: [96/100], global_step: 137050, lr: 0.000003, loss: 0.123978, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29002 s, avg_samples: 104.5, ips: 360.31475 samples/s, eta: 0:43:35 +[2025/07/22 05:50:23] openrec INFO: epoch: [96/100], global_step: 137060, lr: 0.000003, loss: 0.120322, avg_reader_cost: 0.00696 s, avg_batch_cost: 0.29152 s, avg_samples: 97.3, ips: 333.77297 samples/s, eta: 0:43:31 +[2025/07/22 05:50:25] openrec INFO: epoch: [96/100], global_step: 137070, lr: 0.000003, loss: 0.134178, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28295 s, avg_samples: 78.1, ips: 276.01929 samples/s, eta: 0:43:27 +[2025/07/22 05:50:28] openrec INFO: epoch: [96/100], global_step: 137080, lr: 0.000003, loss: 0.142872, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29607 s, avg_samples: 99.0, ips: 334.38051 samples/s, eta: 0:43:23 +[2025/07/22 05:50:31] openrec INFO: epoch: [96/100], global_step: 137090, lr: 0.000003, loss: 0.126747, avg_reader_cost: 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openrec INFO: cur metric, acc: 0.8564088865197484, norm_edit_dis: 0.9372665002057815, num_samples: 63646, fps: 1330.6994857391571 +[2025/07/22 05:55:43] openrec INFO: best metric, acc: 0.8564717341456695, norm_edit_dis: 0.9373182628125386, num_samples: 63646, fps: 1330.6761966669364, best_epoch: 95 +[2025/07/22 05:55:45] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/22 05:55:46] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_96.pth +[2025/07/22 05:55:48] openrec INFO: epoch: [97/100], global_step: 137860, lr: 0.000002, loss: 0.110511, avg_reader_cost: 9.09740 s, avg_batch_cost: 9.20978 s, avg_samples: 41.4, ips: 4.49522 samples/s, eta: 0:38:11 +[2025/07/22 05:55:51] openrec INFO: epoch: [97/100], global_step: 137870, lr: 0.000002, loss: 0.128772, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.29240 s, avg_samples: 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0.000002, loss: 0.115368, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.28747 s, avg_samples: 90.9, ips: 316.21039 samples/s, eta: 0:37:47 +[2025/07/22 05:56:08] openrec INFO: epoch: [97/100], global_step: 137930, lr: 0.000002, loss: 0.118460, avg_reader_cost: 0.00613 s, avg_batch_cost: 0.28583 s, avg_samples: 106.6, ips: 372.94289 samples/s, eta: 0:37:43 +[2025/07/22 05:56:11] openrec INFO: epoch: [97/100], global_step: 137940, lr: 0.000002, loss: 0.125027, avg_reader_cost: 0.00642 s, avg_batch_cost: 0.29737 s, avg_samples: 94.7, ips: 318.45994 samples/s, eta: 0:37:39 +[2025/07/22 05:56:14] openrec INFO: epoch: [97/100], global_step: 137950, lr: 0.000002, loss: 0.125027, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.29053 s, avg_samples: 104.5, ips: 359.69338 samples/s, eta: 0:37:35 +[2025/07/22 05:56:17] openrec INFO: epoch: [97/100], global_step: 137960, lr: 0.000002, loss: 0.104735, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.28980 s, avg_samples: 103.6, ips: 357.48763 samples/s, eta: 0:37:31 +[2025/07/22 05:56:20] openrec INFO: epoch: [97/100], global_step: 137970, lr: 0.000002, loss: 0.130135, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.29510 s, avg_samples: 91.7, ips: 310.74328 samples/s, eta: 0:37:27 +[2025/07/22 05:56:23] openrec INFO: epoch: [97/100], global_step: 137980, lr: 0.000002, loss: 0.130787, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29892 s, avg_samples: 94.7, ips: 316.80784 samples/s, eta: 0:37:23 +[2025/07/22 05:56:26] openrec INFO: epoch: [97/100], global_step: 137990, lr: 0.000002, loss: 0.092091, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.28451 s, avg_samples: 90.5, ips: 318.09447 samples/s, eta: 0:37:19 +[2025/07/22 05:56:29] openrec INFO: epoch: [97/100], global_step: 138000, lr: 0.000002, loss: 0.126401, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29695 s, avg_samples: 87.4, ips: 294.32980 samples/s, eta: 0:37:15 +[2025/07/22 05:57:54] openrec INFO: cur metric, acc: 0.8559846650447813, norm_edit_dis: 0.9370615677904646, num_samples: 63646, fps: 1351.0690542129985 +[2025/07/22 05:57:54] openrec INFO: best metric, acc: 0.8564717341456695, norm_edit_dis: 0.9373182628125386, num_samples: 63646, fps: 1330.6761966669364, best_epoch: 95 +[2025/07/22 05:57:57] openrec INFO: epoch: [97/100], global_step: 138010, lr: 0.000002, loss: 0.138513, avg_reader_cost: 8.58155 s, avg_batch_cost: 8.85749 s, avg_samples: 90.5, ips: 10.21734 samples/s, eta: 0:37:14 +[2025/07/22 05:58:00] openrec INFO: epoch: [97/100], global_step: 138020, lr: 0.000002, loss: 0.155793, avg_reader_cost: 0.00601 s, avg_batch_cost: 0.28609 s, avg_samples: 92.6, ips: 323.67640 samples/s, eta: 0:37:10 +[2025/07/22 05:58:03] openrec INFO: epoch: [97/100], global_step: 138030, lr: 0.000002, loss: 0.135599, avg_reader_cost: 0.00593 s, avg_batch_cost: 0.30049 s, avg_samples: 99.9, ips: 332.45897 samples/s, eta: 0:37:06 +[2025/07/22 05:58:06] openrec INFO: epoch: [97/100], global_step: 138040, lr: 0.000002, loss: 0.125708, avg_reader_cost: 0.00583 s, 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epoch: [97/100], global_step: 138090, lr: 0.000002, loss: 0.167754, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.29251 s, avg_samples: 94.4, ips: 322.72229 samples/s, eta: 0:36:42 +[2025/07/22 05:58:23] openrec INFO: epoch: [97/100], global_step: 138100, lr: 0.000002, loss: 0.168139, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.28942 s, avg_samples: 80.7, ips: 278.83644 samples/s, eta: 0:36:38 +[2025/07/22 05:58:26] openrec INFO: epoch: [97/100], global_step: 138110, lr: 0.000002, loss: 0.167630, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.29400 s, avg_samples: 95.5, ips: 324.83422 samples/s, eta: 0:36:34 +[2025/07/22 05:58:29] openrec INFO: epoch: [97/100], global_step: 138120, lr: 0.000002, loss: 0.190454, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29499 s, avg_samples: 87.4, ips: 296.27674 samples/s, eta: 0:36:30 +[2025/07/22 05:58:32] openrec INFO: epoch: [97/100], global_step: 138130, lr: 0.000002, loss: 0.170562, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.28654 s, 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samples/s, eta: 0:29:23 +[2025/07/22 06:03:43] openrec INFO: epoch: [97/100], global_step: 139190, lr: 0.000001, loss: 0.149800, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.29368 s, avg_samples: 87.0, ips: 296.23638 samples/s, eta: 0:29:19 +[2025/07/22 06:03:46] openrec INFO: epoch: [97/100], global_step: 139200, lr: 0.000001, loss: 0.131566, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.29136 s, avg_samples: 92.9, ips: 318.84904 samples/s, eta: 0:29:15 +[2025/07/22 06:03:49] openrec INFO: epoch: [97/100], global_step: 139210, lr: 0.000001, loss: 0.114214, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29214 s, avg_samples: 87.1, ips: 298.14065 samples/s, eta: 0:29:11 +[2025/07/22 06:03:52] openrec INFO: epoch: [97/100], global_step: 139220, lr: 0.000001, loss: 0.120888, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.29423 s, avg_samples: 82.7, ips: 281.07030 samples/s, eta: 0:29:07 +[2025/07/22 06:03:55] openrec INFO: epoch: [97/100], global_step: 139230, lr: 0.000001, loss: 0.131873, avg_reader_cost: 0.00584 s, avg_batch_cost: 0.28677 s, avg_samples: 99.0, ips: 345.22806 samples/s, eta: 0:29:02 +[2025/07/22 06:03:57] openrec INFO: epoch: [97/100], global_step: 139240, lr: 0.000001, loss: 0.131873, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.28834 s, avg_samples: 116.1, ips: 402.65295 samples/s, eta: 0:28:58 +[2025/07/22 06:04:00] openrec INFO: epoch: [97/100], global_step: 139250, lr: 0.000001, loss: 0.103588, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.28511 s, avg_samples: 80.2, ips: 281.29962 samples/s, eta: 0:28:54 +[2025/07/22 06:04:03] openrec INFO: epoch: [97/100], global_step: 139260, lr: 0.000001, loss: 0.147985, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.28867 s, avg_samples: 108.8, ips: 376.90131 samples/s, eta: 0:28:50 +[2025/07/22 06:04:06] openrec INFO: epoch: [97/100], global_step: 139270, lr: 0.000001, loss: 0.134296, avg_reader_cost: 0.00561 s, avg_batch_cost: 0.29376 s, avg_samples: 101.9, ips: 346.88734 samples/s, eta: 0:28:46 +[2025/07/22 06:04:09] openrec INFO: epoch: [97/100], global_step: 139280, lr: 0.000001, loss: 0.115415, avg_reader_cost: 0.00671 s, avg_batch_cost: 0.29186 s, avg_samples: 90.5, ips: 310.08072 samples/s, eta: 0:28:42 +[2025/07/22 06:04:12] openrec INFO: epoch: [97/100], global_step: 139290, lr: 0.000001, loss: 0.130007, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.29416 s, avg_samples: 94.3, ips: 320.57183 samples/s, eta: 0:28:38 +[2025/07/22 06:04:13] openrec INFO: epoch: [97/100], global_step: 139292, lr: 0.000001, loss: 0.142768, avg_reader_cost: 0.00112 s, avg_batch_cost: 0.05549 s, avg_samples: 19.2, ips: 345.98039 samples/s, eta: 0:28:38 +[2025/07/22 06:05:40] openrec INFO: cur metric, acc: 0.8561889198290247, norm_edit_dis: 0.9370751701448252, num_samples: 63646, fps: 1332.6297497822345 +[2025/07/22 06:05:40] openrec INFO: best metric, acc: 0.8564717341456695, norm_edit_dis: 0.9373182628125386, num_samples: 63646, fps: 1330.6761966669364, best_epoch: 95 +[2025/07/22 06:05:42] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/22 06:05:43] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_97.pth +[2025/07/22 06:05:46] openrec INFO: epoch: [98/100], global_step: 139300, lr: 0.000001, loss: 0.132598, avg_reader_cost: 9.07923 s, avg_batch_cost: 9.30579 s, avg_samples: 67.0, ips: 7.19982 samples/s, eta: 0:28:37 +[2025/07/22 06:05:49] openrec INFO: epoch: [98/100], global_step: 139310, lr: 0.000001, loss: 0.132598, avg_reader_cost: 0.00553 s, avg_batch_cost: 0.29386 s, avg_samples: 87.4, ips: 297.41735 samples/s, eta: 0:28:33 +[2025/07/22 06:05:51] openrec INFO: epoch: [98/100], global_step: 139320, lr: 0.000001, loss: 0.117321, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.28685 s, avg_samples: 92.9, ips: 323.86795 samples/s, eta: 0:28:29 +[2025/07/22 06:05:54] openrec INFO: epoch: [98/100], global_step: 139330, lr: 0.000001, loss: 0.129297, avg_reader_cost: 0.00555 s, avg_batch_cost: 0.28820 s, avg_samples: 94.3, ips: 327.20471 samples/s, eta: 0:28:25 +[2025/07/22 06:05:57] openrec INFO: epoch: [98/100], global_step: 139340, lr: 0.000001, loss: 0.132039, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.28666 s, avg_samples: 110.0, ips: 383.72401 samples/s, eta: 0:28:21 +[2025/07/22 06:06:00] openrec INFO: epoch: [98/100], global_step: 139350, lr: 0.000001, loss: 0.133192, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.28608 s, avg_samples: 96.9, ips: 338.71661 samples/s, eta: 0:28:17 +[2025/07/22 06:06:03] openrec INFO: epoch: [98/100], global_step: 139360, lr: 0.000001, loss: 0.137514, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.28895 s, avg_samples: 84.8, ips: 293.47857 samples/s, eta: 0:28:13 +[2025/07/22 06:06:06] openrec INFO: epoch: [98/100], global_step: 139370, lr: 0.000001, loss: 0.134537, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.27931 s, avg_samples: 96.9, ips: 346.92308 samples/s, eta: 0:28:09 +[2025/07/22 06:06:09] openrec INFO: epoch: [98/100], global_step: 139380, lr: 0.000001, loss: 0.132861, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.28535 s, avg_samples: 100.7, ips: 352.89415 samples/s, eta: 0:28:05 +[2025/07/22 06:06:12] openrec INFO: epoch: [98/100], global_step: 139390, lr: 0.000001, loss: 0.134688, avg_reader_cost: 0.00561 s, avg_batch_cost: 0.28192 s, avg_samples: 89.5, ips: 317.46159 samples/s, eta: 0:28:01 +[2025/07/22 06:06:14] openrec INFO: epoch: [98/100], global_step: 139400, lr: 0.000001, loss: 0.141722, avg_reader_cost: 0.00563 s, avg_batch_cost: 0.29080 s, avg_samples: 105.4, ips: 362.45392 samples/s, eta: 0:27:57 +[2025/07/22 06:06:17] openrec INFO: epoch: [98/100], global_step: 139410, lr: 0.000001, loss: 0.123631, avg_reader_cost: 0.00586 s, avg_batch_cost: 0.29398 s, avg_samples: 111.2, ips: 378.25337 samples/s, eta: 0:27:53 +[2025/07/22 06:06:20] openrec INFO: epoch: [98/100], global_step: 139420, lr: 0.000001, loss: 0.124281, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.30377 s, avg_samples: 85.7, ips: 282.11692 samples/s, eta: 0:27:49 +[2025/07/22 06:06:23] openrec INFO: epoch: [98/100], global_step: 139430, lr: 0.000001, loss: 0.138662, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.28648 s, avg_samples: 81.9, ips: 285.88103 samples/s, eta: 0:27:45 +[2025/07/22 06:06:26] openrec INFO: epoch: [98/100], global_step: 139440, lr: 0.000001, loss: 0.132486, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.28847 s, avg_samples: 113.8, ips: 394.49463 samples/s, eta: 0:27:41 +[2025/07/22 06:06:29] openrec INFO: epoch: [98/100], global_step: 139450, lr: 0.000001, loss: 0.132714, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.28744 s, avg_samples: 99.8, ips: 347.19977 samples/s, eta: 0:27:37 +[2025/07/22 06:06:32] openrec INFO: epoch: [98/100], global_step: 139460, lr: 0.000001, loss: 0.151634, avg_reader_cost: 0.00554 s, avg_batch_cost: 0.28871 s, avg_samples: 87.1, ips: 301.68547 samples/s, eta: 0:27:33 +[2025/07/22 06:06:35] openrec INFO: epoch: [98/100], global_step: 139470, lr: 0.000001, loss: 0.148485, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.29088 s, avg_samples: 97.8, ips: 336.21948 samples/s, eta: 0:27:29 +[2025/07/22 06:06:38] openrec INFO: epoch: [98/100], global_step: 139480, lr: 0.000001, loss: 0.117997, avg_reader_cost: 0.00557 s, avg_batch_cost: 0.29302 s, avg_samples: 93.4, ips: 318.74658 samples/s, eta: 0:27:25 +[2025/07/22 06:06:41] openrec INFO: epoch: [98/100], global_step: 139490, lr: 0.000001, loss: 0.131868, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.28390 s, avg_samples: 99.8, ips: 351.53297 samples/s, eta: 0:27:21 +[2025/07/22 06:06:44] openrec INFO: epoch: [98/100], global_step: 139500, lr: 0.000001, loss: 0.154461, avg_reader_cost: 0.00558 s, avg_batch_cost: 0.28644 s, avg_samples: 75.1, ips: 262.18157 samples/s, eta: 0:27:17 +[2025/07/22 06:06:47] openrec INFO: epoch: [98/100], global_step: 139510, lr: 0.000001, loss: 0.118214, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.29600 s, avg_samples: 99.4, ips: 335.81551 samples/s, eta: 0:27:13 +[2025/07/22 06:06:50] openrec INFO: epoch: [98/100], global_step: 139520, lr: 0.000001, loss: 0.107988, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.28838 s, avg_samples: 99.8, ips: 346.06955 samples/s, eta: 0:27:09 +[2025/07/22 06:06:52] openrec INFO: epoch: [98/100], global_step: 139530, lr: 0.000001, loss: 0.138121, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.28942 s, avg_samples: 88.8, ips: 306.81906 samples/s, eta: 0:27:05 +[2025/07/22 06:06:55] openrec INFO: epoch: [98/100], global_step: 139540, lr: 0.000001, loss: 0.142160, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29342 s, avg_samples: 101.6, ips: 346.26479 samples/s, eta: 0:27:01 +[2025/07/22 06:06:58] openrec INFO: epoch: [98/100], global_step: 139550, lr: 0.000001, loss: 0.135142, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.29063 s, avg_samples: 96.4, ips: 331.69365 samples/s, eta: 0:26:56 +[2025/07/22 06:07:01] openrec INFO: epoch: [98/100], global_step: 139560, lr: 0.000001, loss: 0.175075, avg_reader_cost: 0.00556 s, avg_batch_cost: 0.28729 s, avg_samples: 83.6, ips: 290.99533 samples/s, eta: 0:26:52 +[2025/07/22 06:07:04] openrec INFO: epoch: [98/100], global_step: 139570, lr: 0.000001, loss: 0.150144, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.28559 s, avg_samples: 89.1, ips: 311.98878 samples/s, eta: 0:26:48 +[2025/07/22 06:07:07] openrec INFO: epoch: [98/100], global_step: 139580, lr: 0.000001, loss: 0.140463, avg_reader_cost: 0.00612 s, avg_batch_cost: 0.28697 s, avg_samples: 108.3, ips: 377.39306 samples/s, eta: 0:26:44 +[2025/07/22 06:07:10] openrec INFO: epoch: [98/100], global_step: 139590, lr: 0.000001, loss: 0.148871, avg_reader_cost: 0.00605 s, avg_batch_cost: 0.29145 s, avg_samples: 96.4, ips: 330.75561 samples/s, eta: 0:26:40 +[2025/07/22 06:07:13] openrec INFO: epoch: [98/100], global_step: 139600, lr: 0.000001, loss: 0.156854, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29571 s, avg_samples: 80.6, ips: 272.56775 samples/s, eta: 0:26:36 +[2025/07/22 06:07:16] openrec INFO: epoch: [98/100], global_step: 139610, lr: 0.000001, loss: 0.131004, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.28816 s, avg_samples: 104.2, ips: 361.59911 samples/s, eta: 0:26:32 +[2025/07/22 06:07:19] openrec INFO: epoch: [98/100], global_step: 139620, lr: 0.000001, loss: 0.125574, avg_reader_cost: 0.00621 s, avg_batch_cost: 0.29908 s, avg_samples: 101.9, ips: 340.71639 samples/s, eta: 0:26:28 +[2025/07/22 06:07:22] openrec INFO: epoch: [98/100], global_step: 139630, lr: 0.000001, loss: 0.154300, avg_reader_cost: 0.00703 s, avg_batch_cost: 0.28497 s, avg_samples: 95.5, ips: 335.12263 samples/s, eta: 0:26:24 +[2025/07/22 06:07:25] openrec INFO: epoch: [98/100], global_step: 139640, lr: 0.000001, loss: 0.166210, avg_reader_cost: 0.00598 s, avg_batch_cost: 0.28402 s, avg_samples: 96.9, ips: 341.16978 samples/s, eta: 0:26:20 +[2025/07/22 06:07:27] openrec INFO: epoch: [98/100], global_step: 139650, lr: 0.000001, loss: 0.116003, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.28894 s, avg_samples: 105.7, ips: 365.82110 samples/s, eta: 0:26:16 +[2025/07/22 06:07:30] openrec INFO: epoch: [98/100], global_step: 139660, lr: 0.000001, loss: 0.121499, avg_reader_cost: 0.00556 s, avg_batch_cost: 0.28887 s, avg_samples: 96.9, ips: 335.44775 samples/s, eta: 0:26:12 +[2025/07/22 06:07:33] openrec INFO: epoch: [98/100], global_step: 139670, lr: 0.000001, loss: 0.158824, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.28610 s, avg_samples: 79.3, ips: 277.17678 samples/s, eta: 0:26:08 +[2025/07/22 06:07:36] openrec INFO: epoch: [98/100], global_step: 139680, lr: 0.000001, loss: 0.149266, avg_reader_cost: 0.00580 s, avg_batch_cost: 0.29005 s, avg_samples: 92.6, ips: 319.25960 samples/s, eta: 0:26:04 +[2025/07/22 06:07:39] openrec INFO: epoch: [98/100], global_step: 139690, lr: 0.000001, loss: 0.127441, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.28911 s, avg_samples: 80.2, 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loss: 0.140401, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.29838 s, avg_samples: 102.3, ips: 342.84628 samples/s, eta: 0:25:40 +[2025/07/22 06:07:57] openrec INFO: epoch: [98/100], global_step: 139750, lr: 0.000001, loss: 0.140864, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.29814 s, avg_samples: 104.5, ips: 350.50911 samples/s, eta: 0:25:36 +[2025/07/22 06:08:00] openrec INFO: epoch: [98/100], global_step: 139760, lr: 0.000001, loss: 0.111923, avg_reader_cost: 0.00533 s, avg_batch_cost: 0.28928 s, avg_samples: 94.3, ips: 325.98512 samples/s, eta: 0:25:32 +[2025/07/22 06:08:03] openrec INFO: epoch: [98/100], global_step: 139770, lr: 0.000001, loss: 0.114025, avg_reader_cost: 0.00551 s, avg_batch_cost: 0.29054 s, avg_samples: 89.1, ips: 306.66996 samples/s, eta: 0:25:28 +[2025/07/22 06:08:06] openrec INFO: epoch: [98/100], global_step: 139780, lr: 0.000001, loss: 0.145414, avg_reader_cost: 0.00561 s, avg_batch_cost: 0.28736 s, avg_samples: 87.9, ips: 305.88702 samples/s, eta: 0:25:24 +[2025/07/22 06:08:08] openrec INFO: epoch: [98/100], global_step: 139790, lr: 0.000001, loss: 0.138512, avg_reader_cost: 0.00556 s, avg_batch_cost: 0.29029 s, avg_samples: 100.7, ips: 346.89754 samples/s, eta: 0:25:20 +[2025/07/22 06:08:11] openrec INFO: epoch: [98/100], global_step: 139800, lr: 0.000001, loss: 0.139071, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.28875 s, avg_samples: 102.8, ips: 356.01419 samples/s, eta: 0:25:16 +[2025/07/22 06:08:14] openrec INFO: epoch: [98/100], global_step: 139810, lr: 0.000001, loss: 0.106739, avg_reader_cost: 0.00575 s, avg_batch_cost: 0.29362 s, avg_samples: 104.5, ips: 355.90728 samples/s, eta: 0:25:12 +[2025/07/22 06:08:17] openrec INFO: epoch: [98/100], global_step: 139820, lr: 0.000001, loss: 0.112607, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.28857 s, avg_samples: 86.2, ips: 298.71781 samples/s, eta: 0:25:08 +[2025/07/22 06:08:20] openrec INFO: epoch: [98/100], global_step: 139830, lr: 0.000001, loss: 0.119709, 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06:08:35] openrec INFO: epoch: [98/100], global_step: 139880, lr: 0.000001, loss: 0.140363, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28952 s, avg_samples: 84.1, ips: 290.47986 samples/s, eta: 0:24:44 +[2025/07/22 06:08:38] openrec INFO: epoch: [98/100], global_step: 139890, lr: 0.000001, loss: 0.161006, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29609 s, avg_samples: 92.6, ips: 312.74614 samples/s, eta: 0:24:40 +[2025/07/22 06:08:41] openrec INFO: epoch: [98/100], global_step: 139900, lr: 0.000001, loss: 0.126622, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29169 s, avg_samples: 100.7, ips: 345.22849 samples/s, eta: 0:24:36 +[2025/07/22 06:08:44] openrec INFO: epoch: [98/100], global_step: 139910, lr: 0.000001, loss: 0.110650, avg_reader_cost: 0.00599 s, avg_batch_cost: 0.29049 s, avg_samples: 115.2, ips: 396.57111 samples/s, eta: 0:24:32 +[2025/07/22 06:08:47] openrec INFO: epoch: [98/100], global_step: 139920, lr: 0.000001, loss: 0.106981, avg_reader_cost: 0.00535 s, 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epoch: [98/100], global_step: 139970, lr: 0.000001, loss: 0.157067, avg_reader_cost: 0.00597 s, avg_batch_cost: 0.28479 s, avg_samples: 98.1, ips: 344.46556 samples/s, eta: 0:24:08 +[2025/07/22 06:09:04] openrec INFO: epoch: [98/100], global_step: 139980, lr: 0.000001, loss: 0.136553, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.29410 s, avg_samples: 91.7, ips: 311.79492 samples/s, eta: 0:24:04 +[2025/07/22 06:09:07] openrec INFO: epoch: [98/100], global_step: 139990, lr: 0.000001, loss: 0.125568, avg_reader_cost: 0.00620 s, avg_batch_cost: 0.28538 s, avg_samples: 87.5, ips: 306.60875 samples/s, eta: 0:24:00 +[2025/07/22 06:09:10] openrec INFO: epoch: [98/100], global_step: 140000, lr: 0.000001, loss: 0.129843, avg_reader_cost: 0.00639 s, avg_batch_cost: 0.28904 s, avg_samples: 108.8, ips: 376.42179 samples/s, eta: 0:23:56 +[2025/07/22 06:10:37] openrec INFO: cur metric, acc: 0.8564088865197484, norm_edit_dis: 0.9372266141546591, num_samples: 63646, fps: 1340.0928412375554 +[2025/07/22 06:10:37] openrec INFO: best metric, acc: 0.8564717341456695, norm_edit_dis: 0.9373182628125386, num_samples: 63646, fps: 1330.6761966669364, best_epoch: 95 +[2025/07/22 06:10:39] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/iter_latest.pth +[2025/07/22 06:10:42] openrec INFO: epoch: [98/100], global_step: 140010, lr: 0.000001, loss: 0.141606, avg_reader_cost: 8.90299 s, avg_batch_cost: 9.17991 s, avg_samples: 99.0, ips: 10.78442 samples/s, eta: 0:23:54 +[2025/07/22 06:10:45] openrec INFO: epoch: [98/100], global_step: 140020, lr: 0.000001, loss: 0.121734, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.28869 s, avg_samples: 106.2, ips: 367.87112 samples/s, eta: 0:23:50 +[2025/07/22 06:10:48] openrec INFO: epoch: [98/100], global_step: 140030, lr: 0.000001, loss: 0.146825, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29168 s, avg_samples: 96.0, ips: 329.13244 samples/s, eta: 0:23:46 +[2025/07/22 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140540, lr: 0.000001, loss: 0.141850, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.28686 s, avg_samples: 83.6, ips: 291.43556 samples/s, eta: 0:20:21 +[2025/07/22 06:13:20] openrec INFO: epoch: [98/100], global_step: 140550, lr: 0.000001, loss: 0.139639, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.29164 s, avg_samples: 92.9, ips: 318.53933 samples/s, eta: 0:20:17 +[2025/07/22 06:13:23] openrec INFO: epoch: [98/100], global_step: 140560, lr: 0.000001, loss: 0.107487, avg_reader_cost: 0.00749 s, avg_batch_cost: 0.29003 s, avg_samples: 94.2, ips: 324.79473 samples/s, eta: 0:20:13 +[2025/07/22 06:13:26] openrec INFO: epoch: [98/100], global_step: 140570, lr: 0.000001, loss: 0.098749, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.28976 s, avg_samples: 107.5, ips: 370.99676 samples/s, eta: 0:20:09 +[2025/07/22 06:13:29] openrec INFO: epoch: [98/100], global_step: 140580, lr: 0.000001, loss: 0.107531, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29300 s, avg_samples: 99.8, ips: 340.61388 samples/s, eta: 0:20:05 +[2025/07/22 06:13:32] openrec INFO: epoch: [98/100], global_step: 140590, lr: 0.000001, loss: 0.144629, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.28961 s, avg_samples: 93.8, ips: 323.88808 samples/s, eta: 0:20:01 +[2025/07/22 06:13:34] openrec INFO: epoch: [98/100], global_step: 140600, lr: 0.000001, loss: 0.173500, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.28908 s, avg_samples: 87.4, ips: 302.34107 samples/s, eta: 0:19:57 +[2025/07/22 06:13:37] openrec INFO: epoch: [98/100], global_step: 140610, lr: 0.000001, loss: 0.157292, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.29381 s, avg_samples: 81.0, ips: 275.68478 samples/s, eta: 0:19:53 +[2025/07/22 06:13:40] openrec INFO: epoch: [98/100], global_step: 140620, lr: 0.000001, loss: 0.127869, avg_reader_cost: 0.00590 s, avg_batch_cost: 0.29046 s, avg_samples: 85.0, ips: 292.63692 samples/s, eta: 0:19:49 +[2025/07/22 06:13:43] openrec INFO: epoch: [98/100], global_step: 140630, lr: 0.000001, loss: 0.118368, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.29092 s, avg_samples: 86.2, ips: 296.29923 samples/s, eta: 0:19:45 +[2025/07/22 06:13:46] openrec INFO: epoch: [98/100], global_step: 140640, lr: 0.000001, loss: 0.114434, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29133 s, avg_samples: 96.4, ips: 330.90121 samples/s, eta: 0:19:41 +[2025/07/22 06:13:49] openrec INFO: epoch: [98/100], global_step: 140650, lr: 0.000001, loss: 0.107320, avg_reader_cost: 0.00570 s, avg_batch_cost: 0.28797 s, avg_samples: 96.4, ips: 334.75222 samples/s, eta: 0:19:37 +[2025/07/22 06:13:52] openrec INFO: epoch: [98/100], global_step: 140660, lr: 0.000001, loss: 0.098465, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.28766 s, avg_samples: 98.1, ips: 341.03065 samples/s, eta: 0:19:33 +[2025/07/22 06:13:55] openrec INFO: epoch: [98/100], global_step: 140670, lr: 0.000001, loss: 0.107463, avg_reader_cost: 0.00659 s, avg_batch_cost: 0.28698 s, avg_samples: 98.1, ips: 341.84034 samples/s, eta: 0:19:29 +[2025/07/22 06:13:58] openrec INFO: epoch: [98/100], global_step: 140680, lr: 0.000001, loss: 0.136154, avg_reader_cost: 0.00492 s, avg_batch_cost: 0.28431 s, avg_samples: 116.4, ips: 409.41802 samples/s, eta: 0:19:25 +[2025/07/22 06:14:01] openrec INFO: epoch: [98/100], global_step: 140690, lr: 0.000001, loss: 0.117412, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.29181 s, avg_samples: 105.4, ips: 361.19799 samples/s, eta: 0:19:21 +[2025/07/22 06:14:04] openrec INFO: epoch: [98/100], global_step: 140700, lr: 0.000001, loss: 0.110451, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.29185 s, avg_samples: 93.5, ips: 320.36595 samples/s, eta: 0:19:17 +[2025/07/22 06:14:07] openrec INFO: epoch: [98/100], global_step: 140710, lr: 0.000001, loss: 0.145085, avg_reader_cost: 0.00585 s, avg_batch_cost: 0.29652 s, avg_samples: 85.3, ips: 287.66851 samples/s, eta: 0:19:13 +[2025/07/22 06:14:10] openrec INFO: epoch: [98/100], global_step: 140720, lr: 0.000001, loss: 0.138778, avg_reader_cost: 0.00573 s, 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s, avg_samples: 80.6, ips: 273.73709 samples/s, eta: 0:11:49 +[2025/07/22 06:21:06] openrec INFO: epoch: [99/100], global_step: 141830, lr: 0.000000, loss: 0.172716, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29278 s, avg_samples: 86.2, ips: 294.41998 samples/s, eta: 0:11:45 +[2025/07/22 06:21:09] openrec INFO: epoch: [99/100], global_step: 141840, lr: 0.000000, loss: 0.148622, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.29400 s, avg_samples: 99.9, ips: 339.79914 samples/s, eta: 0:11:41 +[2025/07/22 06:21:12] openrec INFO: epoch: [99/100], global_step: 141850, lr: 0.000000, loss: 0.143838, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.29076 s, avg_samples: 84.8, ips: 291.64446 samples/s, eta: 0:11:37 +[2025/07/22 06:21:15] openrec INFO: epoch: [99/100], global_step: 141860, lr: 0.000000, loss: 0.137617, avg_reader_cost: 0.00582 s, avg_batch_cost: 0.28779 s, avg_samples: 99.8, ips: 346.78350 samples/s, eta: 0:11:33 +[2025/07/22 06:21:17] openrec INFO: epoch: [99/100], global_step: 141870, lr: 0.000000, loss: 0.103884, avg_reader_cost: 0.00672 s, avg_batch_cost: 0.29539 s, avg_samples: 85.7, ips: 290.12315 samples/s, eta: 0:11:29 +[2025/07/22 06:21:20] openrec INFO: epoch: [99/100], global_step: 141880, lr: 0.000000, loss: 0.088975, avg_reader_cost: 0.00613 s, avg_batch_cost: 0.29355 s, avg_samples: 104.5, ips: 355.98764 samples/s, eta: 0:11:25 +[2025/07/22 06:21:23] openrec INFO: epoch: [99/100], global_step: 141890, lr: 0.000000, loss: 0.128131, avg_reader_cost: 0.00668 s, avg_batch_cost: 0.29421 s, avg_samples: 103.7, ips: 352.47058 samples/s, eta: 0:11:21 +[2025/07/22 06:21:26] openrec INFO: epoch: [99/100], global_step: 141900, lr: 0.000000, loss: 0.135465, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28593 s, avg_samples: 89.1, ips: 311.61937 samples/s, eta: 0:11:17 +[2025/07/22 06:21:29] openrec INFO: epoch: [99/100], global_step: 141910, lr: 0.000000, loss: 0.126833, avg_reader_cost: 0.00622 s, avg_batch_cost: 0.29740 s, avg_samples: 96.9, ips: 325.82838 samples/s, eta: 0:11:13 +[2025/07/22 06:21:32] openrec INFO: epoch: [99/100], global_step: 141920, lr: 0.000000, loss: 0.115031, avg_reader_cost: 0.00561 s, avg_batch_cost: 0.28919 s, avg_samples: 106.2, ips: 367.23524 samples/s, eta: 0:11:09 +[2025/07/22 06:21:35] openrec INFO: epoch: [99/100], global_step: 141930, lr: 0.000000, loss: 0.132044, avg_reader_cost: 0.00612 s, avg_batch_cost: 0.29417 s, avg_samples: 87.4, ips: 297.10765 samples/s, eta: 0:11:05 +[2025/07/22 06:21:38] openrec INFO: epoch: [99/100], global_step: 141940, lr: 0.000000, loss: 0.152782, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.28614 s, avg_samples: 92.1, ips: 321.86487 samples/s, eta: 0:11:01 +[2025/07/22 06:21:41] openrec INFO: epoch: [99/100], global_step: 141950, lr: 0.000000, loss: 0.152374, avg_reader_cost: 0.00633 s, avg_batch_cost: 0.28349 s, avg_samples: 87.9, ips: 310.06089 samples/s, eta: 0:10:57 +[2025/07/22 06:21:44] openrec INFO: epoch: [99/100], global_step: 141960, lr: 0.000000, loss: 0.122735, avg_reader_cost: 0.00597 s, avg_batch_cost: 0.29498 s, avg_samples: 95.5, ips: 323.74555 samples/s, eta: 0:10:53 +[2025/07/22 06:21:47] openrec INFO: epoch: [99/100], global_step: 141970, lr: 0.000000, loss: 0.116876, avg_reader_cost: 0.00667 s, avg_batch_cost: 0.29786 s, avg_samples: 85.0, ips: 285.36739 samples/s, eta: 0:10:49 +[2025/07/22 06:21:50] openrec INFO: epoch: [99/100], global_step: 141980, lr: 0.000000, loss: 0.145218, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.29078 s, avg_samples: 92.6, ips: 318.45123 samples/s, eta: 0:10:45 +[2025/07/22 06:21:53] openrec INFO: epoch: [99/100], global_step: 141990, lr: 0.000000, loss: 0.193096, avg_reader_cost: 0.00565 s, avg_batch_cost: 0.29844 s, avg_samples: 97.2, ips: 325.69686 samples/s, eta: 0:10:41 +[2025/07/22 06:21:56] openrec INFO: epoch: [99/100], global_step: 142000, lr: 0.000000, loss: 0.154168, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.28731 s, avg_samples: 92.5, ips: 321.95219 samples/s, eta: 0:10:37 +[2025/07/22 06:23:22] openrec INFO: cur metric, acc: 0.8561732079225445, norm_edit_dis: 0.9371080150997674, num_samples: 63646, fps: 1340.6973907261934 +[2025/07/22 06:23:22] openrec INFO: best metric, acc: 0.8564717341456695, norm_edit_dis: 0.9373182628125386, num_samples: 63646, fps: 1330.6761966669364, best_epoch: 95 +[2025/07/22 06:23:25] openrec INFO: epoch: [99/100], global_step: 142010, lr: 0.000000, loss: 0.131836, avg_reader_cost: 8.64852 s, avg_batch_cost: 8.92848 s, avg_samples: 91.7, ips: 10.27050 samples/s, eta: 0:10:34 +[2025/07/22 06:23:28] openrec INFO: epoch: [99/100], global_step: 142020, lr: 0.000000, loss: 0.152194, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.28118 s, avg_samples: 106.6, ips: 379.11677 samples/s, eta: 0:10:30 +[2025/07/22 06:23:31] openrec INFO: epoch: [99/100], global_step: 142030, lr: 0.000000, loss: 0.160197, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29339 s, avg_samples: 90.5, ips: 308.46405 samples/s, eta: 0:10:26 +[2025/07/22 06:23:34] openrec INFO: epoch: [99/100], global_step: 142040, lr: 0.000000, loss: 0.142708, avg_reader_cost: 0.00596 s, avg_batch_cost: 0.28921 s, avg_samples: 97.3, ips: 336.43627 samples/s, eta: 0:10:22 +[2025/07/22 06:23:36] openrec INFO: epoch: [99/100], global_step: 142050, lr: 0.000000, loss: 0.131577, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.28166 s, avg_samples: 104.5, ips: 371.01384 samples/s, eta: 0:10:18 +[2025/07/22 06:23:39] openrec INFO: epoch: [99/100], global_step: 142060, lr: 0.000000, loss: 0.115631, avg_reader_cost: 0.00644 s, avg_batch_cost: 0.29939 s, avg_samples: 110.9, ips: 370.42309 samples/s, eta: 0:10:14 +[2025/07/22 06:23:42] openrec INFO: epoch: [99/100], global_step: 142070, lr: 0.000000, loss: 0.113744, avg_reader_cost: 0.00621 s, avg_batch_cost: 0.29074 s, avg_samples: 101.1, ips: 347.72836 samples/s, eta: 0:10:10 +[2025/07/22 06:23:45] openrec INFO: epoch: [99/100], global_step: 142080, lr: 0.000000, loss: 0.113744, avg_reader_cost: 0.00612 s, avg_batch_cost: 0.29173 s, avg_samples: 112.6, ips: 385.97428 samples/s, eta: 0:10:06 +[2025/07/22 06:23:48] openrec INFO: epoch: [99/100], global_step: 142090, lr: 0.000000, loss: 0.131333, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.28787 s, avg_samples: 83.6, ips: 290.41245 samples/s, eta: 0:10:02 +[2025/07/22 06:23:51] openrec INFO: epoch: [99/100], global_step: 142100, lr: 0.000000, loss: 0.141207, avg_reader_cost: 0.00620 s, avg_batch_cost: 0.28812 s, avg_samples: 101.1, ips: 350.89731 samples/s, eta: 0:09:58 +[2025/07/22 06:23:54] openrec INFO: epoch: [99/100], global_step: 142110, lr: 0.000000, loss: 0.123268, avg_reader_cost: 0.00678 s, avg_batch_cost: 0.29497 s, avg_samples: 105.4, ips: 357.32949 samples/s, eta: 0:09:54 +[2025/07/22 06:23:57] openrec INFO: epoch: [99/100], global_step: 142120, lr: 0.000000, loss: 0.105390, avg_reader_cost: 0.00626 s, avg_batch_cost: 0.28610 s, avg_samples: 102.0, ips: 356.52059 samples/s, eta: 0:09:50 +[2025/07/22 06:24:00] openrec INFO: epoch: [99/100], global_step: 142130, lr: 0.000000, loss: 0.113009, avg_reader_cost: 0.00606 s, avg_batch_cost: 0.28690 s, avg_samples: 103.6, ips: 361.10453 samples/s, eta: 0:09:46 +[2025/07/22 06:24:03] openrec INFO: epoch: [99/100], global_step: 142140, lr: 0.000000, loss: 0.118675, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29082 s, avg_samples: 97.6, ips: 335.60118 samples/s, eta: 0:09:42 +[2025/07/22 06:24:06] openrec INFO: epoch: [99/100], global_step: 142150, lr: 0.000000, loss: 0.152616, avg_reader_cost: 0.00623 s, avg_batch_cost: 0.29375 s, avg_samples: 99.3, ips: 338.03816 samples/s, eta: 0:09:38 +[2025/07/22 06:24:09] openrec INFO: epoch: [99/100], global_step: 142160, lr: 0.000000, loss: 0.152015, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29182 s, avg_samples: 105.4, ips: 361.18240 samples/s, eta: 0:09:34 +[2025/07/22 06:24:10] openrec INFO: epoch: [99/100], global_step: 142164, lr: 0.000000, loss: 0.152015, avg_reader_cost: 0.00228 s, avg_batch_cost: 0.11872 s, avg_samples: 37.9, ips: 319.23417 samples/s, eta: 0:09:33 +[2025/07/22 06:25:37] openrec INFO: cur metric, acc: 0.8560946483901432, norm_edit_dis: 0.9371606672993033, num_samples: 63646, fps: 1329.0468864654588 +[2025/07/22 06:25:37] openrec INFO: best metric, acc: 0.8564717341456695, norm_edit_dis: 0.9373182628125386, num_samples: 63646, fps: 1330.6761966669364, best_epoch: 95 +[2025/07/22 06:25:40] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/22 06:25:40] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_99.pth +[2025/07/22 06:25:43] openrec INFO: epoch: [100/100], global_step: 142170, lr: 0.000000, loss: 0.139969, avg_reader_cost: 9.11214 s, avg_batch_cost: 9.29512 s, avg_samples: 59.7, ips: 6.42272 samples/s, eta: 0:09:31 +[2025/07/22 06:25:46] openrec INFO: epoch: [100/100], global_step: 142180, lr: 0.000000, loss: 0.170933, avg_reader_cost: 0.00552 s, avg_batch_cost: 0.28720 s, avg_samples: 86.2, ips: 300.13945 samples/s, eta: 0:09:27 +[2025/07/22 06:25:49] openrec INFO: epoch: [100/100], global_step: 142190, lr: 0.000000, loss: 0.152073, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.28831 s, avg_samples: 85.7, ips: 297.24914 samples/s, eta: 0:09:23 +[2025/07/22 06:25:52] openrec INFO: epoch: [100/100], global_step: 142200, lr: 0.000000, loss: 0.106153, avg_reader_cost: 0.00568 s, avg_batch_cost: 0.29210 s, avg_samples: 94.3, ips: 322.83744 samples/s, eta: 0:09:19 +[2025/07/22 06:25:54] openrec INFO: epoch: [100/100], global_step: 142210, lr: 0.000000, loss: 0.118091, avg_reader_cost: 0.00603 s, avg_batch_cost: 0.28833 s, avg_samples: 96.4, ips: 334.34009 samples/s, eta: 0:09:15 +[2025/07/22 06:25:57] openrec INFO: epoch: [100/100], global_step: 142220, lr: 0.000000, loss: 0.132971, avg_reader_cost: 0.00561 s, avg_batch_cost: 0.28572 s, avg_samples: 79.3, ips: 277.54247 samples/s, eta: 0:09:11 +[2025/07/22 06:26:00] openrec INFO: epoch: [100/100], global_step: 142230, lr: 0.000000, loss: 0.134345, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.28847 s, avg_samples: 92.9, ips: 322.04077 samples/s, eta: 0:09:07 +[2025/07/22 06:26:03] openrec INFO: epoch: [100/100], global_step: 142240, lr: 0.000000, loss: 0.139773, avg_reader_cost: 0.00566 s, avg_batch_cost: 0.28834 s, avg_samples: 94.4, ips: 327.39350 samples/s, eta: 0:09:03 +[2025/07/22 06:26:06] openrec INFO: epoch: [100/100], global_step: 142250, lr: 0.000000, loss: 0.139975, avg_reader_cost: 0.00597 s, avg_batch_cost: 0.29878 s, avg_samples: 93.5, ips: 312.93575 samples/s, eta: 0:08:59 +[2025/07/22 06:26:09] openrec INFO: epoch: [100/100], global_step: 142260, lr: 0.000000, loss: 0.118342, avg_reader_cost: 0.00564 s, avg_batch_cost: 0.28415 s, avg_samples: 100.2, ips: 352.62671 samples/s, eta: 0:08:55 +[2025/07/22 06:26:12] openrec INFO: epoch: [100/100], global_step: 142270, lr: 0.000000, loss: 0.111093, avg_reader_cost: 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openrec INFO: epoch: [100/100], global_step: 142320, lr: 0.000000, loss: 0.156662, avg_reader_cost: 0.00594 s, avg_batch_cost: 0.28548 s, avg_samples: 98.1, ips: 343.63244 samples/s, eta: 0:08:31 +[2025/07/22 06:26:29] openrec INFO: epoch: [100/100], global_step: 142330, lr: 0.000000, loss: 0.161512, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.28803 s, avg_samples: 93.4, ips: 324.27145 samples/s, eta: 0:08:27 +[2025/07/22 06:26:32] openrec INFO: epoch: [100/100], global_step: 142340, lr: 0.000000, loss: 0.161512, avg_reader_cost: 0.00592 s, avg_batch_cost: 0.28787 s, avg_samples: 99.0, ips: 343.90119 samples/s, eta: 0:08:23 +[2025/07/22 06:26:35] openrec INFO: epoch: [100/100], global_step: 142350, lr: 0.000000, loss: 0.144622, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29240 s, avg_samples: 93.4, ips: 319.42070 samples/s, eta: 0:08:19 +[2025/07/22 06:26:38] openrec INFO: epoch: [100/100], global_step: 142360, lr: 0.000000, loss: 0.152121, avg_reader_cost: 0.00559 s, 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+[2025/07/22 06:30:53] openrec INFO: epoch: [100/100], global_step: 143230, lr: 0.000000, loss: 0.149069, avg_reader_cost: 0.00616 s, avg_batch_cost: 0.29098 s, avg_samples: 95.9, ips: 329.57081 samples/s, eta: 0:02:27 +[2025/07/22 06:30:56] openrec INFO: epoch: [100/100], global_step: 143240, lr: 0.000000, loss: 0.137398, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.29129 s, avg_samples: 106.2, ips: 364.58545 samples/s, eta: 0:02:23 +[2025/07/22 06:30:59] openrec INFO: epoch: [100/100], global_step: 143250, lr: 0.000000, loss: 0.137398, avg_reader_cost: 0.00571 s, avg_batch_cost: 0.29310 s, avg_samples: 104.0, ips: 354.82632 samples/s, eta: 0:02:19 +[2025/07/22 06:31:02] openrec INFO: epoch: [100/100], global_step: 143260, lr: 0.000000, loss: 0.168216, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29084 s, avg_samples: 94.4, ips: 324.57405 samples/s, eta: 0:02:15 +[2025/07/22 06:31:05] openrec INFO: epoch: [100/100], global_step: 143270, lr: 0.000000, loss: 0.144556, avg_reader_cost: 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openrec INFO: epoch: [100/100], global_step: 143320, lr: 0.000000, loss: 0.144825, avg_reader_cost: 0.00587 s, avg_batch_cost: 0.29543 s, avg_samples: 92.3, ips: 312.42470 samples/s, eta: 0:01:51 +[2025/07/22 06:31:22] openrec INFO: epoch: [100/100], global_step: 143330, lr: 0.000000, loss: 0.137657, avg_reader_cost: 0.00561 s, avg_batch_cost: 0.29579 s, avg_samples: 92.6, ips: 313.06400 samples/s, eta: 0:01:47 +[2025/07/22 06:31:25] openrec INFO: epoch: [100/100], global_step: 143340, lr: 0.000000, loss: 0.119122, avg_reader_cost: 0.00572 s, avg_batch_cost: 0.29208 s, avg_samples: 119.9, ips: 410.51081 samples/s, eta: 0:01:43 +[2025/07/22 06:31:28] openrec INFO: epoch: [100/100], global_step: 143350, lr: 0.000000, loss: 0.112364, avg_reader_cost: 0.00574 s, avg_batch_cost: 0.28356 s, avg_samples: 104.0, ips: 366.77131 samples/s, eta: 0:01:39 +[2025/07/22 06:31:31] openrec INFO: epoch: [100/100], global_step: 143360, lr: 0.000000, loss: 0.151703, avg_reader_cost: 0.00629 s, avg_batch_cost: 0.29420 s, avg_samples: 93.8, ips: 318.83565 samples/s, eta: 0:01:35 +[2025/07/22 06:31:34] openrec INFO: epoch: [100/100], global_step: 143370, lr: 0.000000, loss: 0.176763, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29591 s, avg_samples: 96.4, ips: 325.77643 samples/s, eta: 0:01:31 +[2025/07/22 06:31:37] openrec INFO: epoch: [100/100], global_step: 143380, lr: 0.000000, loss: 0.142261, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29878 s, avg_samples: 106.3, ips: 355.77664 samples/s, eta: 0:01:27 +[2025/07/22 06:31:40] openrec INFO: epoch: [100/100], global_step: 143390, lr: 0.000000, loss: 0.133917, avg_reader_cost: 0.00559 s, avg_batch_cost: 0.29219 s, avg_samples: 90.0, ips: 308.01644 samples/s, eta: 0:01:23 +[2025/07/22 06:31:43] openrec INFO: epoch: [100/100], global_step: 143400, lr: 0.000000, loss: 0.164689, avg_reader_cost: 0.00619 s, avg_batch_cost: 0.29019 s, avg_samples: 84.1, ips: 289.81445 samples/s, eta: 0:01:19 +[2025/07/22 06:31:46] openrec INFO: epoch: [100/100], global_step: 143410, lr: 0.000000, loss: 0.153718, avg_reader_cost: 0.00576 s, avg_batch_cost: 0.28512 s, avg_samples: 108.8, ips: 381.59964 samples/s, eta: 0:01:15 +[2025/07/22 06:31:49] openrec INFO: epoch: [100/100], global_step: 143420, lr: 0.000000, loss: 0.114982, avg_reader_cost: 0.00578 s, avg_batch_cost: 0.29309 s, avg_samples: 88.3, ips: 301.27626 samples/s, eta: 0:01:11 +[2025/07/22 06:31:52] openrec INFO: epoch: [100/100], global_step: 143430, lr: 0.000000, loss: 0.111005, avg_reader_cost: 0.00595 s, avg_batch_cost: 0.29208 s, avg_samples: 84.0, ips: 287.59019 samples/s, eta: 0:01:07 +[2025/07/22 06:31:55] openrec INFO: epoch: [100/100], global_step: 143440, lr: 0.000000, loss: 0.176219, avg_reader_cost: 0.00602 s, avg_batch_cost: 0.28364 s, avg_samples: 85.3, ips: 300.73097 samples/s, eta: 0:01:03 +[2025/07/22 06:31:57] openrec INFO: epoch: [100/100], global_step: 143450, lr: 0.000000, loss: 0.135975, avg_reader_cost: 0.00583 s, avg_batch_cost: 0.28793 s, avg_samples: 88.3, ips: 306.67370 samples/s, eta: 0:00:59 +[2025/07/22 06:32:00] openrec INFO: epoch: [100/100], global_step: 143460, lr: 0.000000, loss: 0.176579, avg_reader_cost: 0.00558 s, avg_batch_cost: 0.29867 s, avg_samples: 82.4, ips: 275.88687 samples/s, eta: 0:00:55 +[2025/07/22 06:32:03] openrec INFO: epoch: [100/100], global_step: 143470, lr: 0.000000, loss: 0.181554, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29037 s, avg_samples: 110.0, ips: 378.83005 samples/s, eta: 0:00:51 +[2025/07/22 06:32:06] openrec INFO: epoch: [100/100], global_step: 143480, lr: 0.000000, loss: 0.089918, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.28717 s, avg_samples: 99.9, ips: 347.87788 samples/s, eta: 0:00:47 +[2025/07/22 06:32:09] openrec INFO: epoch: [100/100], global_step: 143490, lr: 0.000000, loss: 0.088508, avg_reader_cost: 0.00573 s, avg_batch_cost: 0.29266 s, avg_samples: 92.1, ips: 314.69847 samples/s, eta: 0:00:43 +[2025/07/22 06:32:12] openrec INFO: epoch: [100/100], global_step: 143500, lr: 0.000000, loss: 0.119457, avg_reader_cost: 0.00581 s, avg_batch_cost: 0.29023 s, avg_samples: 90.5, ips: 311.81803 samples/s, eta: 0:00:39 +[2025/07/22 06:32:15] openrec INFO: epoch: [100/100], global_step: 143510, lr: 0.000000, loss: 0.141717, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.28678 s, avg_samples: 91.7, ips: 319.75991 samples/s, eta: 0:00:35 +[2025/07/22 06:32:18] openrec INFO: epoch: [100/100], global_step: 143520, lr: 0.000000, loss: 0.142624, avg_reader_cost: 0.00591 s, avg_batch_cost: 0.29283 s, avg_samples: 89.0, ips: 303.93411 samples/s, eta: 0:00:31 +[2025/07/22 06:32:21] openrec INFO: epoch: [100/100], global_step: 143530, lr: 0.000000, loss: 0.130085, avg_reader_cost: 0.00624 s, avg_batch_cost: 0.29035 s, avg_samples: 98.1, ips: 337.86248 samples/s, eta: 0:00:27 +[2025/07/22 06:32:24] openrec INFO: epoch: [100/100], global_step: 143540, lr: 0.000000, loss: 0.142714, avg_reader_cost: 0.00616 s, avg_batch_cost: 0.30011 s, avg_samples: 88.3, ips: 294.22977 samples/s, eta: 0:00:23 +[2025/07/22 06:32:27] openrec INFO: epoch: [100/100], global_step: 143550, lr: 0.000000, loss: 0.168021, avg_reader_cost: 0.00577 s, avg_batch_cost: 0.29079 s, avg_samples: 91.2, ips: 313.63059 samples/s, eta: 0:00:19 +[2025/07/22 06:32:30] openrec INFO: epoch: [100/100], global_step: 143560, lr: 0.000000, loss: 0.149327, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.29628 s, avg_samples: 89.6, ips: 302.41605 samples/s, eta: 0:00:15 +[2025/07/22 06:32:33] openrec INFO: epoch: [100/100], global_step: 143570, lr: 0.000000, loss: 0.132782, avg_reader_cost: 0.00579 s, avg_batch_cost: 0.29484 s, avg_samples: 95.5, ips: 323.90260 samples/s, eta: 0:00:11 +[2025/07/22 06:32:36] openrec INFO: epoch: [100/100], global_step: 143580, lr: 0.000000, loss: 0.123673, avg_reader_cost: 0.00553 s, avg_batch_cost: 0.29003 s, avg_samples: 101.9, ips: 351.34750 samples/s, eta: 0:00:07 +[2025/07/22 06:32:39] openrec INFO: epoch: [100/100], global_step: 143590, lr: 0.000000, loss: 0.119480, avg_reader_cost: 0.00589 s, avg_batch_cost: 0.28972 s, avg_samples: 108.3, ips: 373.80952 samples/s, eta: 0:00:03 +[2025/07/22 06:32:41] openrec INFO: epoch: [100/100], global_step: 143600, lr: 0.000000, loss: 0.109933, avg_reader_cost: 0.00569 s, avg_batch_cost: 0.28953 s, avg_samples: 93.0, ips: 321.20969 samples/s, eta: 0:00:00 +[2025/07/22 06:34:09] openrec INFO: cur metric, acc: 0.8560632245771826, norm_edit_dis: 0.9371738819769906, num_samples: 63646, fps: 1345.6169107412336 +[2025/07/22 06:34:09] openrec INFO: best metric, acc: 0.8564717341456695, norm_edit_dis: 0.9373182628125386, num_samples: 63646, fps: 1330.6761966669364, best_epoch: 95 +[2025/07/22 06:34:11] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/latest.pth +[2025/07/22 06:34:12] openrec INFO: save ckpt to ./output/rec/ch/svtrv2_llada_test_lr00005_fs_reflect_onedecoder_semiar_withoutmask_sample3_ch/epoch_100.pth +[2025/07/22 06:34:12] openrec INFO: best metric, acc: 0.8564717341456695, norm_edit_dis: 0.9373182628125386, num_samples: 63646, fps: 1330.6761966669364, best_epoch: 95