27 lines
758 B
Markdown
27 lines
758 B
Markdown
# Experiment Analysis Tools
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This directory contains scripts for post-processing and analyzing experiment results, including TensorBoard logs and saved model weights.
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## Scripts
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### 1. `explore_tensorboard.py`
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A CLI tool to summarize TensorBoard `tfevents` files without a GUI.
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**Key Features:**
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- Displays last values, min, max, and step counts for all scalar metrics.
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- Calculates total run duration and estimated completion percentage.
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- Exports granular scalar data to CSV for analysis in Excel/Pandas.
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**Usage:**
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```bash
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# General usage
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python explore_tensorboard.py <run_directory>
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# Exporting data
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python explore_tensorboard.py <run_directory> --csv data.csv
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```
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**Requirements:**
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- `pandas`
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- `tensorboard`
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- `tensorflow-cpu` (or `tensorflow`)
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