Patch RNG for better memory utilization in dropout layers #5710
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JackCaoG
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Oct 17, 2023
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do we want to add a test to check that int8 is used for rng? I think we can check the HLO generated, |
Hey Jack, yea good idea, will add before merging. |
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Verified locally with the new unit test -- cc @JackCaoG |
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* Enable u8 rng-bit-generator with downcast * Use BF16 values if downcast for uniform dist is set.
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* Enable u8 rng-bit-generator with downcast * Use BF16 values if downcast for uniform dist is set.
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* Enable u8 rng-bit-generator with downcast * Use BF16 values if downcast for uniform dist is set.
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* Enable u8 rng-bit-generator with downcast * Use BF16 values if downcast for uniform dist is set.
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* Enable u8 rng-bit-generator with downcast * Use BF16 values if downcast for uniform dist is set.
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The patch has landed in OpenXLA openxla/xla#6015, we can enable this now, to reduce memory pressure in
nn.Dropoutlayer.DO_NOT_MERGE until the next pin update.