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export DISABLE_ADDMM_CUDA_LT=1
deepspeed --master_port=29502 psalm/train/train_SSL.py \
--deepspeed ./scripts/zero2.json \
--model_name_or_path "/data/work-gcp-europe-west4-a/yuqian_fu/Ego/huggingface/hub/phi-1_5_dev" \
--version "llava_phi" \
--region_json_path "/data/work-gcp-europe-west4-a/yuqian_fu/Ego/data_segswap/EgoQuery_SmallTrain_byorder.json" \
--panoptic_json_path "/path/to/coco" \
--ref_coco_path "/path/to/refcoco/refcoco_train.json" \
--ref_coco_plus_path "/path/to/refcoco+/refcoco+_train.json" \
--ref_coco_g_path "/path/to/refcocog/refcocog_train.json" \
--image_folder "/data/work-gcp-europe-west4-a/yuqian_fu/Ego/data_segswap" \
--refcoco_image_folder "/path/to/coco/train2014" \
--mmconv_path "/path/to/llava_1_5" \
--vision_tower "/data/work-gcp-europe-west4-a/yuqian_fu/Ego/huggingface/hub/Mask2former/model_final_54b88a.pkl" \
--pretrain_mm_mlp_adapter "/data/work-gcp-europe-west4-a/yuqian_fu/Ego/huggingface/hub/PSALM_stage1/mm_projector.bin" \
--mm_vision_select_layer -2 \
--mm_use_im_start_end False \
--mm_use_im_patch_token False \
--fp16 True \
--output_dir /data/work-gcp-europe-west4-a/yuqian_fu/Ego/SSL_EgoQuery_SmallJson_1030_exp3_cos_k50_withnorm\
--num_train_epochs 4 \
--per_device_train_batch_size 12 \
--per_device_eval_batch_size 2 \
--gradient_accumulation_steps 1 \
--evaluation_strategy "no" \
--save_strategy "epoch" \
--save_total_limit 1 \
--learning_rate 6e-5 \
--weight_decay 0. \
--warmup_ratio 0.03 \
--lr_scheduler_type "cosine" \
--logging_steps 1 \
--tf32 False \
--model_max_length 2048 \
--gradient_checkpointing True \
--dataloader_num_workers 4 \
--lazy_preprocess True \
--report_to tensorboard \
--seg_task 'region'
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