[pull] master from tensorflow:master - #8808
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Reverts 36a0e00 PiperOrigin-RevId: 976503543
PiperOrigin-RevId: 976505695
PiperOrigin-RevId: 976526897
This ensures conditional branches inside copy-disabled while loops adopt matching layouts without introducing unnecessary copies. PiperOrigin-RevId: 976527672
…ile rather than separate `google` and `oss` versions PiperOrigin-RevId: 976535675
…is should always be available from RawClient with local device id. PiperOrigin-RevId: 976544198
Today the way to infer whether the C API is used is by checking platform_version strings, which is indirect and also makes it difficult to match versions between C API and C++ API objects. Notably, topology serializations of otherwise identical protos would mismatch because of this. PJRT_API_MINOR is not incremented because this method does not actually go over the C API. PiperOrigin-RevId: 976549887
Improve loop scheduling heuristic in PJRT TransposePlan when dealing with large strides across dimensions. When ordering loops in permuted transposes, model memory traffic based on expected cache-line misses (treating strides >= 128 bytes as full cache-line misses on input and output) to push large DRAM strides into outer loops, using the smaller stride as a tie-breaker. Preserve baseline std::min prioritization for identity permutations (pure tile packing), tile interior loops, and non-permuted dimensions. PiperOrigin-RevId: 976578359
…e all callsites
- Introduce FakeArgumentsOptions struct to replace positional parameters for MakeFakeArguments and MakeDataflowConstrainedArguments.
- Migrate all callsites to use FakeArgumentsOptions or default options {}.
PiperOrigin-RevId: 976593749
PiperOrigin-RevId: 976598293
PiperOrigin-RevId: 976640785
PiperOrigin-RevId: 976663042
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