Refactor training loop from script to class #151

sweep-nightly · 2023-11-02T22:33:12Z

Description

This PR refactors the training loop in src/main.py from a script to a class, Trainer. The Trainer class encapsulates the training loop logic, making the code more modular, reusable, and testable. The script-based training loop code is removed and replaced with an instance of the Trainer class.

Summary of Changes

Created a new class, Trainer, in src/main.py to encapsulate the training loop logic.
In the Trainer class, defined the __init__ method to initialize the model, optimizer, criterion, trainloader, and epochs.
In the Trainer class, defined a train method to implement the training loop.
Removed the script-based training loop code from src/main.py.
Modified src/api.py to import the Trainer class and use it to train the model.

Please review and merge this PR. Thank you!

Fixes #6.

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sweep-nightly · 2023-11-02T22:33:13Z

Sandbox Executions

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Sandbox logs for

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Check requirements.txt ✗

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Check src/main.py ✗

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ERROR: Could not find a version that satisfies the requirement torch==2.1.0+cpu (from versions: 1.11.0, 1.12.0, 1.12.1, 1.13.0, 1.13.1, 2.0.0, 2.0.1, 2.1.0)
ERROR: No matching distribution found for torch==2.1.0+cpu

Check src/api.py ✗

Run `src/api.py` through the sandbox.

sweep-nightly · 2023-11-02T22:33:13Z

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sweep-nightly bot added 4 commits November 2, 2023 22:29

feat: Updated src/main.py

ac8e6c2

feat: Updated requirements.txt

362148f

feat: Refactored src/main.py

e4bfcf9

feat: Refactored src/api.py

e57b0e4

sweep-nightly bot added the sweep label Nov 2, 2023

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Sweep: refactor the training loop from a script to a class in main.py #6

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Merge main into sweep/refactor-training-loop_24

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sweep-nightly bot closed this Nov 25, 2023

sweep-nightly bot deleted the sweep/refactor-training-loop_24 branch November 25, 2023 08:49

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Refactor training loop from script to class #151

Refactor training loop from script to class #151

sweep-nightly bot commented Nov 2, 2023

sweep-nightly bot commented Nov 2, 2023

sweep-nightly bot commented Nov 2, 2023

Refactor training loop from script to class #151

Refactor training loop from script to class #151

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sweep-nightly bot commented Nov 2, 2023

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