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examples/lmdb_downsample_data/README.md
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+# LMDB Example Data (Downsampled)
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+
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+**WARNING: This data is heavily downsampled and intended ONLY for testing
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+the LMDB data loading pipeline. Do NOT use it for accuracy benchmarks or
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+comparisons with the standard npy data format.**
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+## Contents
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+- `water_training.lmdb` - 80 frames downsampled from `water/data/data_0`
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+- `water_validation.lmdb` - 20 frames downsampled from `water/data/data_2`
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+- `input_lmdb.json` - Example training config using LMDB data
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+## Usage
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+```bash
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+cd examples/lmdb_downsample_data
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+dp --pt train input_lmdb.json
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+```
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