Error executing job with overrides: ['datasplit=cr...

Создано: 9 марта 2025 г.

Отвечено с использованием O3 Mini High от Chat01

Вопрос

Error executing job with overrides: ['datasplit=cross_val', 'datasplit.test_size=0', 'subfolder=gezNA_filt_prev_0sw_10000_mmd', 'subccs=CV', 'n_gpu=1', 'dataset.pred_burn=False', 'optimizer.lr=0.0001', 'model.hidden_size=64', 'model.drop_prob=0.25', 'model.input_size_sta=13', 'model.size_add=5', 'model.seq_length=12', 'dataset.eco=TeDo', 'bootstrap.bootstrap=False', 'trainer.epochs=1']
Error in call to target 'src.datasets.with_static.WithStatic':
FileNotFoundError(2, 'No such file or directory')
full_key: dataset

Set the environment variable HYDRA_FULL_ERROR=1 for a complete stack trace.
Error executing job with overrides: ['datasplit=cross_val', 'datasplit.test_size=0', 'subfolder=gezNA_filt_prev_0sw_10000_mmd', 'subccs=CV', 'n_gpu=1', 'dataset.pred_burn=False', 'optimizer.lr=0.0001', 'model.hidden_size=64', 'model.drop_prob=0.25', 'model.input_size_sta=13', 'model.size_add=5', 'model.seq_length=12', 'dataset.eco=TeBSk', 'bootstrap.bootstrap=False', 'trainer.epochs=1']
Error in call to target 'src.datasets.with_static.WithStatic':
FileNotFoundError(2, 'No such file or directory')
full_key: dataset

Set the environment variable HYDRA_FULL_ERROR=1 for a complete stack trace.
Error executing job with overrides: ['datasplit=cross_val', 'datasplit.test_size=0', 'subfolder=gezNA_filt_prev_0sw_10000_mmd', 'subccs=CV', 'n_gpu=1', 'dataset.pred_burn=False', 'optimizer.lr=0.0001', 'model.hidden_size=64', 'model.drop_prob=0.25', 'model.input_size_sta=13', 'model.size_add=5', 'model.seq_length=12', 'dataset.eco=Ba', 'bootstrap.bootstrap=False', 'trainer.epochs=1']
Error in call to target 'src.datasets.with_static.WithStatic':
FileNotFoundError(2, 'No such file or directory')
full_key: dataset

Set the environment variable HYDRA_FULL_ERROR=1 for a complete stack trace.
Error executing job with overrides: ['datasplit=cross_val', 'datasplit.test_size=0', 'subfolder=gezNA_filt_prev_0sw_10000_mmd', 'subccs=CV', 'n_gpu=1', 'dataset.pred_burn=False', 'optimizer.lr=0.0001', 'model.hidden_size=64', 'model.drop_prob=0.25', 'model.input_size_sta=13', 'model.size_add=5', 'model.seq_length=12', 'dataset.eco=BM', 'bootstrap.bootstrap=False', 'trainer.epochs=1']
Error in call to target 'src.datasets.with_static.WithStatic':
FileNotFoundError(2, 'No such file or directory')
full_key: dataset

Set the environment variable HYDRA_FULL_ERROR=1 for a complete stack trace.
Error executing job with overrides: ['datasplit=cross_val', 'datasplit.test_size=0', 'subfolder=gezNA_filt_prev_0sw_10000_mmd', 'subccs=CV', 'n_gpu=1', 'dataset.pred_burn=False', 'optimizer.lr=0.0001', 'model.hidden_size=64', 'model.drop_prob=0.25', 'model.input_size_sta=13', 'model.size_add=5', 'model.seq_length=12', 'dataset.eco=Bb', 'bootstrap.bootstrap=False', 'trainer.epochs=1']
Error in call to target 'src.datasets.with_static.WithStatic':
FileNotFoundError(2, 'No such file or directory')
full_key: dataset

Set the environment variable HYDRA_FULL_ERROR=1 for a complete stack trace.
Error executing job with overrides: ['datasplit=cross_val', 'datasplit.test_size=0', 'subfolder=gezNA_filt_prev_0sw_10000_mmd', 'subccs=CV', 'n_gpu=1', 'dataset.pred_burn=False', 'optimizer.lr=0.0001', 'model.hidden_size=64', 'model.drop_prob=0.25', 'model.input_size_sta=13', 'model.size_add=5', 'model.seq_length=12', 'dataset.eco=P', 'bootstrap.bootstrap=False', 'trainer.epochs=1']
Error in call to target 'src.datasets.with_static.WithStatic':
FileNotFoundError(2, 'No such file or directory')
full_key: dataset

Set the environment variable HYDRA_FULL_ERROR=1 for a complete stack trace.
Error executing job with overrides: ['datasplit=cross_val', 'datasplit.test_size=0', 'subfolder=gezNA_filt_prev_0sw_10000_mmd', 'subccs=CV', 'n_gpu=1', 'dataset.pred_burn=False', 'optimizer.lr=0.0001', 'model.hidden_size=64', 'model.drop_prob=0.25', 'model.input_size_sta=13', 'model.size_add=5', 'model.seq_length=12', 'dataset.eco=SBWh', 'bootstrap.bootstrap=False', 'trainer.epochs=1']
Error in call to target 'src.datasets.with_static.WithStatic':
FileNotFoundError(2, 'No such file or directory')
full_key: dataset

Set the environment variable HYDRA_FULL_ERROR=1 for a complete stack trace.
Error executing job with overrides: ['datasplit=cross_val', 'datasplit.test_size=0', 'subfolder=gezNA_filt_prev_0sw_10000_mmd', 'subccs=CV', 'n_gpu=1', 'dataset.pred_burn=False', 'optimizer.lr=0.0001', 'model.hidden_size=64', 'model.drop_prob=0.25', 'model.input_size_sta=13', 'model.size_add=5', 'model.seq_length=12', 'dataset.eco=SCs', 'bootstrap.bootstrap=False', 'trainer.epochs=1']
Error in call to target 'src.datasets.with_static.WithStatic':
FileNotFoundError(2, 'No such file or directory')
full_key: dataset

Set the environment variable HYDRA_FULL_ERROR=1 for a complete stack trace.

Мысль

Investigating error message

The user posted an error log regarding job execution with command line overrides. The error seems related to a "FileNotFoundError" for a specific file or directory, which is causing issues when calling the target. It’s unclear what exactly the user is asking, but I’m assuming they want to know either the cause of the problem or how to fix it. I’ll need to analyze the log and focus on identifying what file is missing or incorrect and how to resolve it.

Debugging missing dataset error

The error message indicates that the job is unable to find a file or directory required for the dataset, as noted by the "FileNotFoundError". This likely happens because the file or directory specified in the configuration is either missing or the path isn’t set correctly. To debug, I’d suggest checking whether the file or directory exists where expected. Verify that the configuration points to the correct file path. You can also try setting the environment variable HYDRA_FULL_ERROR=1 to get a more detailed stack trace for additional clues.

Reasoned about file not found errors for 6 seconds

Ответ

This error indicates that when initializing the dataset (specifically via the target src.datasets.with_static.WithStatic), a file or directory that the configuration expects cannot be found. In other words, the dataset’s configuration (keyed by dataset) points to a file path that does not exist or is incorrect.

Below are some steps you can take to diagnose and resolve the issue:

1. Verify the Dataset Path

Check the configuration for the dataset. In your Hydra overrides you have several parameters (like dataset.eco set to values such as TeDo, TeBSk, etc.) that likely determine which dataset file or directory to load. Make sure that:

The file or directory exists on your filesystem.
The path is correctly specified in the configuration (consider whether it should be an absolute or relative path).

2. Check Your Hydra Configurations

Since the error occurs in the call to src.datasets.with_static.WithStatic, inspect the associated configuration file or class:

Look for the parameter that specifies the file path or directory location.
Ensure that any path-related variables are set correctly and point to valid locations.
If you’re using environment variables or relative paths, confirm that they resolve to the correct absolute location when the job is executed.

3. Use HYDRA_FULL_ERROR for More Details

The error message advises setting the environment variable HYDRA_FULL_ERROR=1. Doing so will provide a complete stack trace which can give more context about exactly where the file lookup is failing. This might reveal additional details such as the specific path that the code is trying to access.

4. Consider File Permissions and Working Directory

Verify that the file or directory has the proper permissions so that your process can read it.
If you’re using relative paths, ensure that the working directory (where Hydra launches your job) is what you expect.

5. Check for Typos or Misconfigurations

Since you are testing different dataset values (e.g., TeDo, TeBSk, Ba, etc.), confirm that each override is intended and that there isn’t a typo or misconfiguration that might point to a non-existent file.

Summary

The error stems from the dataset configuration not pointing to a valid file or directory. By verifying the path, checking the configuration details, and using HYDRA_FULL_ERROR=1 to obtain the full stack trace, you should be able to pinpoint the missing or misconfigured path and adjust it accordingly.

If you need further assistance, please share more details from the full stack trace or the relevant parts of your configuration files.