xla
53a9cb2b - [Functionalization] Fix test_non_view (#4505)

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2 years ago
[Functionalization] Fix test_non_view (#4505) Summary: This pull request implements the _propagate_xla_data op to propagate information through the in-place ops transform pass in during functionalization such that we can preserve the InputOutputAlias optimization. I have tried to compare the usage of InputOutputAlias with and without Functionalization by using resnet fake data with one epoch: Without Func: Metric: InputOutputAliasCount TotalSamples: 11 Accumulator: 1071.00 ValueRate: 0.90 / second Rate: 0.00927083 / second Percentiles: 1%=0.00; 5%=0.00; 10%=0.00; 20%=0.00; 50%=1.00; 80%=267.00; 90%=320.00; 95%=481.00; 99%=481.00 With Func: Metric: InputOutputAliasCount TotalSamples: 13 Accumulator: 859.00 ValueRate: 0.54 / second Rate: 0.0082071 / second Percentiles: 1%=0.00; 5%=0.00; 10%=0.00; 20%=0.00; 50%=1.00; 80%=214.00; 90%=214.00; 95%=269.00; 99%=269.00 Test Plan: CI
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