Upload V16 model_benchmark.json
Browse files- model_benchmark.json +32 -0
model_benchmark.json
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{
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"model_file": "best_phase2_swa.keras",
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"architecture": "DenseNet121+Conv2D(256)+BN+MaxPool2D+GeMPooling+Dense(256)+BN+Dropout(0.4)+Dense(8,softmax)",
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"total_params": 9466953,
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"trainable_params": 7884297,
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"non_trainable_params": 1582656,
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"input_shape": [
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320,
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320,
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3
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],
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"num_classes": 8,
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"model_size_mb": 97.78,
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"saved_model_size_mb": 76.29,
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"tflite_size_kb": 36726.35,
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"tfjs_size_mb": 36.5,
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"inference_ms_keras": 365.3,
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"inference_ms_tflite": 157.9,
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"metrics": {
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"train_accuracy": 0.9988,
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"val_accuracy": 0.9658,
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"test_accuracy": 0.9688,
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"test_loss": 0.4485,
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"tta_accuracy": 0.968,
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"top1_accuracy": 0.9688,
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"top2_accuracy": 0.9859,
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"top3_accuracy": 0.9933,
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"macro_auc": 0.9986,
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"ece": 0.1438,
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"overfitting_gap": 0.03
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}
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}
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