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Add ShapeLog mode to utilities #25

Merged

drisspg merged 3 commits into main from ShapeLogger

Mar 13, 2024

Owner

drisspg commented Mar 13, 2024

Summary

Can be used to get the shapes, and counts of inputs to aten ops

Sample usage:

aten = torch.ops.aten
sdpa_ops = [aten._scaled_dot_product_flash_attention.default, aten._scaled_dot_product_efficient_attention.default]
mm_ops = [aten.mm.default, aten.bmm.default, aten.addmm.default]
conv_ops = [aten.conv1d.default, aten.conv2d.default, aten.conv3d.default]
with ShapeLog("torchbench_logs_mm_ops.pkl", specific_ops=mm_ops):
    main()

logs = open_logs(temp_path)

drisspg added 3 commits

March 12, 2024 18:05


          add ShapeLogger dispatch mode

eafce1d


          add rich

021c278


          simple test

a8705fc

drisspg merged commit c24053f into main

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