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Add error logs to the training loop #147

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Add error logs to the training loop #147

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@sweep-nightly sweep-nightly bot commented Nov 2, 2023

Description

This PR adds error logs to the training loop in the src/main.py file. The purpose of this change is to provide better visibility into any errors or issues that occur during the training process.

Summary of Changes

  • Imported the logging module at the top of the src/main.py file.
  • Configured the logging module to write logs to a file named training.log with a level of logging.ERROR.
  • Added try-except blocks around the calculation of loss, loss.backward(), and optimizer.step() in the training loop.
  • In the except blocks, logged any errors that occur using logging.error().

These changes will help in identifying and debugging any errors that may arise during the training process.

Fixes #1.

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sweep-nightly bot commented Nov 2, 2023

Sandbox Executions

  • Check src/main.py ✗
Sandbox logs for
pip install -r requirements.txt 1/1 ❌ (`1`) 
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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 requirements.txt ✗
Sandbox logs for
pip install -r requirements.txt 1/1 ❌ (`1`) 
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Requirement already satisfied: tomli==2.0.1 in /usr/local/lib/python3.10/dist-packages (from -r requirements.txt (line 34)) (2.0.1)
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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/main.py ✗
Sandbox logs for
pip install -r requirements.txt 1/1 ❌ (`1`) 
Collecting annotated-types==0.6.0
  Downloading annotated_types-0.6.0-py3-none-any.whl (12 kB)
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Collecting certifi==2022.12.7
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Collecting charset-normalizer==2.1.1
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Requirement already satisfied: click==8.1.7 in /usr/local/lib/python3.10/dist-packages (from -r requirements.txt (line 6)) (8.1.7)
Collecting dill==0.3.
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Collecting exceptiongroup==1.1.3
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Collecting iniconfig==2.0.0
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Collecting Jinja2==3.1.2
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Collecting mccabe==0.7.0
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Collecting Pillow==9.3.0
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Collecting pluggy==1.3.0
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Collecting pydantic==2.4.2
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Collecting pydantic_core==2.10.1
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Collecting pylint==3.0.2
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Collecting pytest==7.4.2
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Requirement already satisfied: tomli==2.0.1 in /usr/local/lib/python3.10/dist-packages (from -r requirements.txt (line 34)) (2.0.1)
Requirement already satisfied: tomlkit==0.12.1 in /usr/local/lib/python3.10/dist-packages (from -r requirements.txt (line 35)) (0.12.1)
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

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sweep-nightly bot commented Nov 2, 2023

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@sweep-nightly sweep-nightly bot added the sweep label Nov 2, 2023
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Sweep: add error logs to the training loop
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