checkpoint manager
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126
NN/models/saved/checkpoint_metadata.json
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126
NN/models/saved/checkpoint_metadata.json
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{
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"example_cnn": [
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{
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"checkpoint_id": "example_cnn_20250624_213913",
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"model_name": "example_cnn",
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"model_type": "cnn",
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"file_path": "NN\\models\\saved\\example_cnn\\example_cnn_20250624_213913.pt",
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"created_at": "2025-06-24T21:39:13.559926",
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"file_size_mb": 0.0797882080078125,
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"performance_score": 65.67219525381417,
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"accuracy": 0.28019601724789606,
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"loss": 1.9252885885630378,
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"val_accuracy": 0.21531048803825983,
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"val_loss": 1.953166686238386,
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"reward": null,
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"pnl": null,
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"epoch": 1,
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"training_time_hours": 0.1,
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"total_parameters": 20163,
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"wandb_run_id": null,
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"wandb_artifact_name": null
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},
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{
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"checkpoint_id": "example_cnn_20250624_213913",
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"model_name": "example_cnn",
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"model_type": "cnn",
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"file_path": "NN\\models\\saved\\example_cnn\\example_cnn_20250624_213913.pt",
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"created_at": "2025-06-24T21:39:13.563368",
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"file_size_mb": 0.0797882080078125,
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"performance_score": 85.85617724870231,
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"accuracy": 0.3797766367576808,
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"loss": 1.738881079808816,
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"val_accuracy": 0.31375868989071576,
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"val_loss": 1.758474336328537,
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"reward": null,
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"pnl": null,
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"epoch": 2,
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"training_time_hours": 0.2,
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"total_parameters": 20163,
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"wandb_run_id": null,
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"wandb_artifact_name": null
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},
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{
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"checkpoint_id": "example_cnn_20250624_213913",
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"model_name": "example_cnn",
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"model_type": "cnn",
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"file_path": "NN\\models\\saved\\example_cnn\\example_cnn_20250624_213913.pt",
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"created_at": "2025-06-24T21:39:13.566494",
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"file_size_mb": 0.0797882080078125,
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"performance_score": 96.86696983784515,
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"accuracy": 0.41565501055141396,
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"loss": 1.731468873500252,
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"val_accuracy": 0.38848400580514414,
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"val_loss": 1.8154629243104177,
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"reward": null,
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"pnl": null,
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"epoch": 3,
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"training_time_hours": 0.30000000000000004,
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"total_parameters": 20163,
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"wandb_run_id": null,
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"wandb_artifact_name": null
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},
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{
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"checkpoint_id": "example_cnn_20250624_213913",
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"model_name": "example_cnn",
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"model_type": "cnn",
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"file_path": "NN\\models\\saved\\example_cnn\\example_cnn_20250624_213913.pt",
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"created_at": "2025-06-24T21:39:13.569547",
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"file_size_mb": 0.0797882080078125,
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"performance_score": 106.29887197896815,
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"accuracy": 0.4639872237832544,
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"loss": 1.4731813440281318,
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"val_accuracy": 0.4291565645756503,
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"val_loss": 1.5423255128941882,
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"reward": null,
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"pnl": null,
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"epoch": 4,
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"training_time_hours": 0.4,
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"total_parameters": 20163,
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"wandb_run_id": null,
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"wandb_artifact_name": null
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},
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{
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"checkpoint_id": "example_cnn_20250624_213913",
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"model_name": "example_cnn",
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"model_type": "cnn",
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"file_path": "NN\\models\\saved\\example_cnn\\example_cnn_20250624_213913.pt",
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"created_at": "2025-06-24T21:39:13.575375",
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"file_size_mb": 0.0797882080078125,
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"performance_score": 115.87168812846218,
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"accuracy": 0.5256293272461906,
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"loss": 1.3264778472364203,
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"val_accuracy": 0.46011511860837684,
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"val_loss": 1.3762786097581432,
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"reward": null,
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"pnl": null,
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"epoch": 5,
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"training_time_hours": 0.5,
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"total_parameters": 20163,
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"wandb_run_id": null,
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"wandb_artifact_name": null
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}
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],
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"example_manual": [
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{
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"checkpoint_id": "example_manual_20250624_213913",
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"model_name": "example_manual",
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"model_type": "cnn",
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"file_path": "NN\\models\\saved\\example_manual\\example_manual_20250624_213913.pt",
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"created_at": "2025-06-24T21:39:13.578488",
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"file_size_mb": 0.0018634796142578125,
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"performance_score": 186.07000000000002,
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"accuracy": 0.85,
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"loss": 0.45,
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"val_accuracy": 0.82,
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"val_loss": 0.48,
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"reward": null,
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"pnl": null,
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"epoch": 25,
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"training_time_hours": 2.5,
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"total_parameters": 33,
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"wandb_run_id": null,
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"wandb_artifact_name": null
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}
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]
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}
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