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Global_DP Tutorial: Update dependency and resolve serialization issue with ray backend #2

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scngupta-dsp wants to merge 2 commits into develop from repair_global_dp

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scngupta-dsp commented Dec 30, 2024

Summary of Changes:

Modified requirements_global_dp.txt and updated torch to latest version
Updated GlobalModelTools to maintain compatibility of opacus DPOptimizer with latest torch versions. This change should ideally be done inside opacus library
Defined global_model_tools as an aggregator private attribute via a callable
Removed initialization of global_model_tools from FederatedFlow

Validation:

Workflow_Interface_Mnist_Implementation_2.py is executed for single_process as well as ray backends. No errors / exceptions observed

scngupta-dsp added 2 commits

December 30, 2024 18:25


          Updated to maintain compatibility with Pytorch 2.x

6fd789a


          Updates

0f31ae4

scngupta-dsp mentioned this pull request

Fixed Workflow_Interface_Mnist_Implementation_2.py securefederatedai/openfl#1227

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