Add a Heat aware DistributedSampler for torch usage. #1807
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## main #1807 +/- ##
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- Coverage 91.96% 91.62% -0.34%
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Files 88 88
Lines 13496 13697 +201
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+ Hits 12411 12550 +139
- Misses 1085 1147 +62
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Berkant03
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When using the normal comm.Bcast the Bcast only works the first time and the seconds time not anymore. ❯ mpirun -np 2 python test.py
0 tensor([2, 4, 3, 0, 1], dtype=torch.int32)
1 tensor([2, 4, 3, 0, 1], dtype=torch.int32)
...
1 tensor([455, 0, 0, 0, 32], dtype=torch.int32)
0 tensor([1, 4, 3, 2, 0], dtype=torch.int32) |
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…_DistributedSampler_for_Interoperability_with_Pytorch_Ecosystem
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…_DistributedSampler_for_Interoperability_with_Pytorch_Ecosystem
…_DistributedSampler_for_Interoperability_with_Pytorch_Ecosystem
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- Add Comments for init - made idxmap creation faster
…mentation_of_a_Heat_Aware_DistributedSampler_for_Interoperability_with_Pytorch_Ecosystem' into features/1789-Implementation_of_a_Heat_Aware_DistributedSampler_for_Interoperability_with_Pytorch_Ecosystem
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- remove randperm for correction
- Added Train, val split function using the sampler.
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…_DistributedSampler_for_Interoperability_with_Pytorch_Ecosystem
…_DistributedSampler_for_Interoperability_with_Pytorch_Ecosystem
…ct_randomization_of_tests_set_seed_in_basic_test_case_class set seed in basic test class
…_DistributedSampler_for_Interoperability_with_Pytorch_Ecosystem
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TODO
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JuanPedroGHM
approved these changes
Oct 30, 2025
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Merge PR #1917 before this one!
Due Diligence
Description
Issue/s resolved: #1789
Changes proposed:
Add a Heat aware DistributedSampler for usage for PyTorch use cases
Update: Added a train_val_split function.
Type of change
Does this change modify the behaviour of other functions? If so, which?
no