[pull] master from tensorflow:master #238
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… Todo (resolved) PiperOrigin-RevId: 698133747
This is to fix issue with gsutil which expects Python 3.5-3.11: ``` Error: gsutil requires Python version 2.7 or 3.5-3.11, but a different version is installed. ``` PiperOrigin-RevId: 698134102
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…. This Extend() call would also lead to a memory assignment issue since it wasn't accompanied by the necessary chunk commit requests. We also add a VerifyAllocations() function that uses a BufferIntervalTree to check for overlapping Allocations before scheduling the asynchronous copies. This is an extra check for the correctness of MsaAlgorithm allocations, and is only applied if options_.verify is enabled in MSA options. options_.verify is disabled by default. PiperOrigin-RevId: 698164396
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This change adds the legalization pass from IFRT to VIFRT. Legalization uses a templated OpConversion class, which is refined via the `IFRT` <-> `VIFRT` and `mlir::Func::*` <-> `VIFRT` op mappings defined in `map_ifrt_to_vifrt.h` The change versions also `mlir::func::FuncOp`, `mlir::func::ReturnOp` and `mlir::func::CallOp` because this provides the following advantages: 1) we can use the templated OpConversion class rather than implementing a separate converter for each op, and 2) we can restrict the surface of possible breaking changes to just builtin types and attributes. Moreover, the change versions `mlir::FunctionType` and `mlir::TypeAttr` in order to be able to use the generic Op converter, and to restrict types allowed in functions (just builtin and IFRT types). PiperOrigin-RevId: 698168526
Also fixed invalid C++ header usage. PiperOrigin-RevId: 698170878
…td definition. PiperOrigin-RevId: 698171237
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… Todo(resolved) PiperOrigin-RevId: 698230798
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…remove the .td definition. PiperOrigin-RevId: 698241447
… for bytes return from plugin in tests to avoid copy PiperOrigin-RevId: 698251740
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We have support for lowering PTX in the runtime, so we can just use `MultiKernelLoaderSpec` and we get compilation and caching for free. PiperOrigin-RevId: 698297929
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…annot be null PiperOrigin-RevId: 699310290
…ying the naming. PiperOrigin-RevId: 699317601
StreamExecutorGpuClient topology description as well. PiperOrigin-RevId: 699320139
nullptr is handled here. PiperOrigin-RevId: 699323007
Also: * Add some helper functions for checking a litert op matches a tfl op which can can also be re-used in other contexts. * Add some quantization related helper functions to flatbuffer_tools * Update dump for quantization * Move thins around a bit and add quantization stuff to model_util support checks PiperOrigin-RevId: 699333588
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StreamExecutorGpuTopologyDescription rather than parsing it for every compile. PiperOrigin-RevId: 699344815
… with array output and multiple users. It may trigger compilation error, such as the added test target. PiperOrigin-RevId: 699357851
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Reverts c5f0512 PiperOrigin-RevId: 699499360
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Updates LLVM usage to match [2fe947b47798](llvm/llvm-project@2fe947b47798) PiperOrigin-RevId: 699520196
… Todo (resolved) PiperOrigin-RevId: 699627340
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Also aupport int8 and add the rest of the quantized test models to the op check test. PiperOrigin-RevId: 699786355
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