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SageMaker Training #223

Merged
merged 8 commits into from
Jan 31, 2024
Merged

SageMaker Training #223

merged 8 commits into from
Jan 31, 2024

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ultiwinter
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@ultiwinter ultiwinter commented Jan 31, 2024 •
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Now, Training on SageMaker CPUs is possible
added requirements file for sagemaker imports
modified the TabNet, added optimizers and regularizers

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@ultiwinter7
modified sagemaker_training.py after meating Andre
22d8ffd 
> Co-authored-by:  Ruchita Nathani <ruchita.nathani@fau.de>

Signed-off-by: Ahmed Sheta <ahmed.sheta@fau.de>
@ultiwinter7
uploaded requirements file
2eeecc3 
> Co-authored-by:  Ruchita Nathani <ruchita.nathani@fau.de>

Signed-off-by: Ahmed Sheta <ahmed.sheta@fau.de>
@ultiwinter7
updated the requirements file and nn_model and sagemaker_training. No…
3f61e9b 
…w training works

Signed-off-by: Ahmed Sheta <ahmed.sheta@fau.de>
@ultiwinter7
modified the num_leaves of LightGBM for better performance
9cc2166 
Signed-off-by: Ahmed Sheta <ahmed.sheta@fau.de>
@ultiwinter7
modified nn_model
f560fff 
Signed-off-by: Ahmed Sheta <ahmed.sheta@fau.de>
@ultiwinter ultiwinter self-assigned this Jan 31, 2024
@ultiwinter7
removing the errors
57d5999 
Signed-off-by: Ahmed Sheta <ahmed.sheta@fau.de>
@ultiwinter7
modifying f1 score measurement
34f3144 
Signed-off-by: Ahmed Sheta <ahmed.sheta@fau.de>
@ultiwinter ultiwinter added the feature Specific feature, part of a certain module label Jan 31, 2024
@ultiwinter ultiwinter linked an issue Jan 31, 2024 that may be closed by this pull request
Final iteration of ML model #216
Closed
@ultiwinter7
updated the save_model
9b4b274 
Signed-off-by: Ahmed Sheta <ahmed.sheta@fau.de>
luccalb
luccalb approved these changes Jan 31, 2024
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Thanks for adding the part about aws cli. I managed to run it locally :) good work!

@ultiwinter ultiwinter merged commit 01dab30 into dev Jan 31, 2024
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@ultiwinter ultiwinter deleted the feature/sagemaker branch January 31, 2024 08:49
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@luccalb luccalb luccalb approved these changes

@felix-zailskas felix-zailskas Awaiting requested review from felix-zailskas

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Final iteration of ML model
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@ultiwinter @luccalb @ultiwinter7