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BatchSize_64_Metrics.txt CHANGED
@@ -1,10 +1,10 @@
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- Name: 05_29_64_2024_18H_17M
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- Date: 05_29, 18:21
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- Total Training Time: 0.07082287747638888 hours
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  Batch Size: 64
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  Eval Strategy: epoch
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  Early Stopping: epoch
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  Early Stopping Patience: 4
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  Best Model Metric: loss
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- {'eval_loss': 0.10879434645175934, 'eval_accuracy': 0.9582905280460242, 'eval_f1': 0.9581970906622899, 'eval_runtime': 2.2035, 'eval_samples_per_second': 2208.808, 'eval_steps_per_second': 34.945, 'epoch': 6.0}
 
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+ Name: 06_11_64_2024_16H_53M
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+ Date: 06_11, 16:56
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+ Total Training Time: 0.052494500908888866 hours
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  Batch Size: 64
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  Eval Strategy: epoch
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  Early Stopping: epoch
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  Early Stopping Patience: 4
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  Best Model Metric: loss
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+ {'eval_loss': 0.1505786031484604, 'eval_accuracy': 0.9545694664553619, 'eval_f1': 0.9542643884008822, 'eval_runtime': 1.4349, 'eval_samples_per_second': 5277.069, 'eval_steps_per_second': 82.933, 'epoch': 9.0}
config.json CHANGED
@@ -11,12 +11,14 @@
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  "id2label": {
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  "0": "Lab",
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  "1": "Imaging",
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- "2": "Device Integration"
 
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  "label2id": {
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  "Device Integration": 2,
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  "Imaging": 1,
 
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  "Lab": 0
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  },
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  "max_position_embeddings": 512,
 
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  "id2label": {
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  "0": "Lab",
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  "1": "Imaging",
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+ "2": "Device Integration",
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+ "3": "Infrastructure"
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  },
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  "initializer_range": 0.02,
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  "label2id": {
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  "Device Integration": 2,
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  "Imaging": 1,
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+ "Infrastructure": 3,
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  "Lab": 0
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  },
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  "max_position_embeddings": 512,
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