Add training summary
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README.md
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# resnet50
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**Best Validation Accuracy:** `0.8733`
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## Metadata
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- **Model Name**: `resnet50`
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- **Optimizer**: `adamw`
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- **Scheduler**: `cosine`
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- **Weight Decay**: `0.05`
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- **Warmup Epochs**: `3`
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- **Patience**: `5`
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- **Amp**: `True`
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- **Seed**: `42`
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- **Batch Size**: `32`
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- **Initial Lr**: `7.5e-05`
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- **Total Epochs Ran**: `1`
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- **Early Stopped**: `False`
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- **Training Time Seconds**: `2375.9705023765564`
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- **Num Parameters**: `22067009`
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- **Device**: `NVIDIA A100-SXM4-40GB`
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- **Run Id**: `resnet-test`
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## Training Configuration
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- Epochs: `1`
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- Batch size: `32`
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- Learning rate (initial): `7.5e-05`
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## Training Logs (Per Epoch)
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| Epoch | Train Loss | Train Acc | Val Loss | Val Acc | LR |
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|-------|------------|-----------|----------|---------|----|
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| 1 | 0.2911 | 0.8787 | 0.3048 | 0.8733 | 0.000025 |
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