Initial upload of custom EirGrid PatchTST model
Browse files- checkpoint-1000/config.json +51 -0
- checkpoint-1000/model.safetensors +3 -0
- checkpoint-1000/optimizer.pt +3 -0
- checkpoint-1000/rng_state.pth +3 -0
- checkpoint-1000/scheduler.pt +3 -0
- checkpoint-1000/trainer_state.json +104 -0
- checkpoint-1000/training_args.bin +3 -0
- checkpoint-1500/config.json +51 -0
- checkpoint-1500/model.safetensors +3 -0
- checkpoint-1500/optimizer.pt +3 -0
- checkpoint-1500/rng_state.pth +3 -0
- checkpoint-1500/scheduler.pt +3 -0
- checkpoint-1500/trainer_state.json +139 -0
- checkpoint-1500/training_args.bin +3 -0
- checkpoint-1700/config.json +51 -0
- checkpoint-1700/model.safetensors +3 -0
- checkpoint-1700/optimizer.pt +3 -0
- checkpoint-1700/rng_state.pth +3 -0
- checkpoint-1700/scheduler.pt +3 -0
- checkpoint-1700/trainer_state.json +153 -0
- checkpoint-1700/training_args.bin +3 -0
- checkpoint-500/config.json +51 -0
- checkpoint-500/model.safetensors +3 -0
- checkpoint-500/optimizer.pt +3 -0
- checkpoint-500/rng_state.pth +3 -0
- checkpoint-500/scheduler.pt +3 -0
- checkpoint-500/trainer_state.json +69 -0
- checkpoint-500/training_args.bin +3 -0
checkpoint-1000/config.json
ADDED
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{
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"activation_function": "gelu",
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"architectures": [
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"PatchTSTForPrediction"
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],
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"attention_dropout": 0.0,
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"bias": true,
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"channel_attention": false,
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"channel_consistent_masking": false,
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"context_length": 512,
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"d_model": 128,
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"distribution_output": "student_t",
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"do_mask_input": null,
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"dropout": 0.2,
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"dtype": "float32",
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| 16 |
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"ff_dropout": 0.0,
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"ffn_dim": 512,
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| 18 |
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"head_dropout": 0.0,
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"init_std": 0.02,
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"loss": "mse",
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"mask_type": "random",
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"mask_value": 0,
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"model_type": "patchtst",
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"norm_eps": 1e-05,
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"norm_type": "batchnorm",
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"num_attention_heads": 4,
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"num_forecast_mask_patches": [
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2
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],
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"num_hidden_layers": 3,
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"num_input_channels": 1,
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"num_parallel_samples": 100,
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| 33 |
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"num_targets": 1,
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"output_range": null,
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"patch_length": 16,
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"patch_stride": 1,
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"path_dropout": 0.0,
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"pooling_type": "mean",
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"positional_dropout": 0.0,
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"positional_encoding_type": "sincos",
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"pre_norm": true,
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"prediction_length": 96,
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"random_mask_ratio": 0.5,
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"scaling": "std",
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"share_embedding": true,
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"share_projection": true,
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"stride": 8,
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| 48 |
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"transformers_version": "4.57.2",
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"unmasked_channel_indices": null,
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| 50 |
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"use_cls_token": false
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| 51 |
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}
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checkpoint-1000/model.safetensors
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:7783aaa156b697cdb78eabbaa2a26d0d28a950a00dd764730d39163ad101d481
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size 2706232
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checkpoint-1000/optimizer.pt
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:c439cc54b1a36d311f8fadb5da32ac3e5db22d2a64c3c4a087093a26936c38c8
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size 4919755
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checkpoint-1000/rng_state.pth
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:01f9a0f7843a37be87edd23f4e88aa93b38b95cc2c07503eeb1cf2e4632453a2
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size 14645
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checkpoint-1000/scheduler.pt
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:b5aba71615288bb81f9b9c6331534f2597fe07aa26167e1a3fa22a9f6842cf66
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size 1465
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checkpoint-1000/trainer_state.json
ADDED
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@@ -0,0 +1,104 @@
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{
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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"log_history": [
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{
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{
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"step": 900
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},
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{
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"step": 1000
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| 81 |
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}
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| 82 |
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],
|
| 83 |
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"logging_steps": 100,
|
| 84 |
+
"max_steps": 1700,
|
| 85 |
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"num_input_tokens_seen": 0,
|
| 86 |
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"num_train_epochs": 10,
|
| 87 |
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"save_steps": 500,
|
| 88 |
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"stateful_callbacks": {
|
| 89 |
+
"TrainerControl": {
|
| 90 |
+
"args": {
|
| 91 |
+
"should_epoch_stop": false,
|
| 92 |
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"should_evaluate": false,
|
| 93 |
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"should_log": false,
|
| 94 |
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"should_save": true,
|
| 95 |
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"should_training_stop": false
|
| 96 |
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},
|
| 97 |
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"attributes": {}
|
| 98 |
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}
|
| 99 |
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},
|
| 100 |
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"total_flos": 66137131253760.0,
|
| 101 |
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"train_batch_size": 32,
|
| 102 |
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"trial_name": null,
|
| 103 |
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"trial_params": null
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| 104 |
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}
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checkpoint-1000/training_args.bin
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:32774ff877551baa776c41f2f9ab000017cfa88cf56832d20d86e8ff5e86bb0b
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size 5841
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checkpoint-1500/config.json
ADDED
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{
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| 2 |
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"activation_function": "gelu",
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| 3 |
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"architectures": [
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| 4 |
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"PatchTSTForPrediction"
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| 5 |
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],
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| 6 |
+
"attention_dropout": 0.0,
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| 7 |
+
"bias": true,
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| 8 |
+
"channel_attention": false,
|
| 9 |
+
"channel_consistent_masking": false,
|
| 10 |
+
"context_length": 512,
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| 11 |
+
"d_model": 128,
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| 12 |
+
"distribution_output": "student_t",
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| 13 |
+
"do_mask_input": null,
|
| 14 |
+
"dropout": 0.2,
|
| 15 |
+
"dtype": "float32",
|
| 16 |
+
"ff_dropout": 0.0,
|
| 17 |
+
"ffn_dim": 512,
|
| 18 |
+
"head_dropout": 0.0,
|
| 19 |
+
"init_std": 0.02,
|
| 20 |
+
"loss": "mse",
|
| 21 |
+
"mask_type": "random",
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| 22 |
+
"mask_value": 0,
|
| 23 |
+
"model_type": "patchtst",
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| 24 |
+
"norm_eps": 1e-05,
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| 25 |
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"norm_type": "batchnorm",
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| 26 |
+
"num_attention_heads": 4,
|
| 27 |
+
"num_forecast_mask_patches": [
|
| 28 |
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2
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| 29 |
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],
|
| 30 |
+
"num_hidden_layers": 3,
|
| 31 |
+
"num_input_channels": 1,
|
| 32 |
+
"num_parallel_samples": 100,
|
| 33 |
+
"num_targets": 1,
|
| 34 |
+
"output_range": null,
|
| 35 |
+
"patch_length": 16,
|
| 36 |
+
"patch_stride": 1,
|
| 37 |
+
"path_dropout": 0.0,
|
| 38 |
+
"pooling_type": "mean",
|
| 39 |
+
"positional_dropout": 0.0,
|
| 40 |
+
"positional_encoding_type": "sincos",
|
| 41 |
+
"pre_norm": true,
|
| 42 |
+
"prediction_length": 96,
|
| 43 |
+
"random_mask_ratio": 0.5,
|
| 44 |
+
"scaling": "std",
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| 45 |
+
"share_embedding": true,
|
| 46 |
+
"share_projection": true,
|
| 47 |
+
"stride": 8,
|
| 48 |
+
"transformers_version": "4.57.2",
|
| 49 |
+
"unmasked_channel_indices": null,
|
| 50 |
+
"use_cls_token": false
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| 51 |
+
}
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checkpoint-1500/model.safetensors
ADDED
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:4147fcbbd8d86e98e56356a4eb8c3333f9186b73fdae01fa4fa644becca8d093
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| 3 |
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size 2706232
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checkpoint-1500/optimizer.pt
ADDED
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:ef63cec4e1f261f1d7cb317bbd0e54d94b5db5a929aa61da6bf62e65005fd884
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| 3 |
+
size 4919755
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checkpoint-1500/rng_state.pth
ADDED
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:363c5df1543d2c82b2f13164f35bdd0367ceb32e7fa1b2f67c19df073a08b17b
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| 3 |
+
size 14645
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checkpoint-1500/scheduler.pt
ADDED
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