Pradana Yahya Abdillah commited on
Commit ·
a502ee6
1
Parent(s): 5c10ab7
upload
Browse files- config.json +45 -0
- model.safetensors +3 -0
- preprocessor_config.json +26 -0
- rng_state.pth +3 -0
- scaler.pt +3 -0
- scheduler.pt +3 -0
- trainer_state.json +66 -0
- training_args.bin +3 -0
config.json
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{
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"architectures": [
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"VideoMAEForVideoClassification"
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],
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"attention_probs_dropout_prob": 0.0,
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"decoder_hidden_size": 384,
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"decoder_intermediate_size": 1536,
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"decoder_num_attention_heads": 6,
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"decoder_num_hidden_layers": 4,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size": 768,
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"id2label": {
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"0": "Background",
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"1": "Reach To Shelf",
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"2": "Retract From Shelf",
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"3": "Hand In Shelf",
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"4": "Inspect Product",
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"5": "Inspect Shelf"
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},
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"image_size": 224,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"Background": 0,
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"Hand In Shelf": 3,
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"Inspect Product": 4,
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"Inspect Shelf": 5,
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"Reach To Shelf": 1,
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"Retract From Shelf": 2
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},
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"layer_norm_eps": 1e-12,
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"model_type": "videomae",
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"norm_pix_loss": false,
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"num_attention_heads": 12,
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"num_channels": 3,
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"num_frames": 16,
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"num_hidden_layers": 12,
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"patch_size": 16,
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"qkv_bias": true,
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"torch_dtype": "float32",
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"transformers_version": "4.55.2",
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"tubelet_size": 2,
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"use_mean_pooling": true
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:654681dd2641c01ca57810b01cef89a411fa8c4a10d5c426121293ecb9cf8f08
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size 344949640
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preprocessor_config.json
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{
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"crop_size": {
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"height": 224,
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"width": 224
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},
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"do_center_crop": true,
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"do_normalize": true,
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"do_rescale": true,
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"do_resize": true,
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"image_mean": [
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0.485,
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0.456,
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0.406
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],
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"image_processor_type": "VideoMAEImageProcessor",
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"image_std": [
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0.229,
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0.224,
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0.225
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],
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"resample": 2,
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"rescale_factor": 0.00392156862745098,
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"size": {
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"shortest_edge": 224
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}
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}
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rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:8d138cfe3a4adf21f048848ee35837c9a757a0a3616ff7adbb45b69aac247435
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size 14244
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scaler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:b30172cf14f5dbe00280d63e36224a9f28dc7a0e8b38a74ceb5eb284e84da363
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size 988
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scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:c47e7bb19c977cd51a44dd7f941f7a68b58a20a95828d4d88760744c612510a8
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size 1064
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trainer_state.json
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{
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"best_global_step": 496,
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"best_metric": 0.4644159972667694,
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"best_model_checkpoint": "/kaggle/working/timesformer-merl-weighted-loss/checkpoint-496",
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"epoch": 2.0,
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"eval_steps": 500,
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"global_step": 496,
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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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"epoch": 1.0,
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"grad_norm": 47094.69921875,
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"learning_rate": 2.6693548387096773e-05,
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"loss": 0.8913,
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"step": 248
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},
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{
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"epoch": 1.0,
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"eval_accuracy": 0.8913813459268005,
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"eval_loss": 0.4863474369049072,
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"eval_runtime": 424.1926,
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"eval_samples_per_second": 1.997,
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"eval_steps_per_second": 0.5,
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"step": 248
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},
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{
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"epoch": 2.0,
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"grad_norm": 113207.671875,
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"learning_rate": 2.002688172043011e-05,
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"loss": 0.3051,
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"step": 496
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.911452184179457,
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"eval_loss": 0.4644159972667694,
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"eval_runtime": 427.0729,
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"eval_samples_per_second": 1.983,
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"eval_steps_per_second": 0.496,
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"step": 496
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}
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],
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"logging_steps": 500,
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"max_steps": 1240,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 5,
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"save_steps": 500,
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"stateful_callbacks": {
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"TrainerControl": {
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"args": {
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"should_epoch_stop": false,
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"should_evaluate": false,
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"should_log": false,
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"should_save": true,
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"should_training_stop": false
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},
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"attributes": {}
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}
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},
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"total_flos": 9.85173806856418e+18,
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"train_batch_size": 4,
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"trial_name": null,
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"trial_params": null
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:d5cf454ac76c73d1dfb9176ed357701dcac63023323389c6bba212083a4c5b88
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size 5368
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