Code

Mlir rocblas succeeds#1

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weihanmines merged 83 commits intomasterROCm/tensorflow-runtime:masterfrom mlir-rocblas-succeedsROCm/tensorflow-runtime:mlir-rocblas-succeedsCopy head branch name to clipboardJan 19, 2022

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Commits

Commits on Dec 16, 2021

• Update rules_cc

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Commits on Dec 29, 2021

• Internal change

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Commits on Dec 30, 2021

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Commits on Dec 31, 2021

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Commits on Jan 3, 2022

• Integrate LLVM at llvm/llvm-project@5527139302d9

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• Integrate LLVM at llvm/llvm-project@127d95544164

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• Merge pull request tensorflow#86 from keith:ks/update-rules_cc

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Commits on Jan 4, 2022

• Move RewriteVectorMultiReduction pass to codegen_passes.td.

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• Move AlignedAllocation pass to codegen_passes.td.

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• Integrate LLVM at llvm/llvm-project@cb9ccd38c55f

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• Update Eigen to: https://gitlab.com/libeigen/eigen/-/commit/e939c06b0e54fd7c4bfa173d01b47d2554bf7a85

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Commits on Jan 5, 2022

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• Make tfrt_gpu.blas/dnn/solver.handle only refer to context instead of stream.

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• [tfrt:jit] Disable specialization if operands have static shapes

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• Add a cache for GpuContext and the associated ResourceContext.

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• Flip Identifier to StringAttr

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Commits on Jan 6, 2022

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• Wrap tfrt_gpu.blas/dnn/solver.create in tfrt.once during lowering.

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• Add MNIST test.

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Commits on Jan 7, 2022

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• Fix race condition for the KeepAsyncValuePayloadOnError variant of AsyncValue.

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Commits on Jan 8, 2022

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Commits on Jan 10, 2022

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• [tfrt:jit] NFC: Move jit compilation passes/kernels to a separate backend

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Commits on Jan 11, 2022

• [tfrt:jit] Check that symbol lookup succeeded before building Executable

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• [tfrt:jit] Explicitly register CRunnerUtils symbols with JIT session

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• [tfrt:jit] Move vector.multi_reduction rewrite to TF CPURT pipeline.

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• [tf:tfrt] Forward operands with a correct Tensor metadata, and also correctly handle tensors returned multiple times

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• [tfrt] Report consistent error messages for invalid AsyncValue::get accessor

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Commits on Jan 12, 2022

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• Register additional Tensor dialect information.

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• Integrate LLVM at llvm/llvm-project@c490f8feb71e

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• [tf:tfrt] Always specialize compiled binaries

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• [tfrt:jit] Record time it took to compile the executable

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• [tfrt:jit] NFC: Rename cpurt* files to jitrt*

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Commits on Jan 13, 2022

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• Implement cost model to drive determining parallelization granularity.

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• [tfrt:jit] NFC: Rename c++ namespace to ::tfrt::jitrt

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• Fix race condition in tfrt print output.

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• [tfrt:jit] Rename cpurt MLIR dialect to jitrt

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Commits on Jan 14, 2022

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Commits on Jan 15, 2022

• [tfrt:jit] Add missing operator<< for kernel context type

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Commits on Jan 16, 2022

• [tfrt:jit] Remove resolved TODO

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Commits on Jan 17, 2022

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Commits on Jan 18, 2022

• [tfrt:jit] Add jitrt CallingConvention to get the compiled function ABI from the entrypoint signature

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• [tfrt:jit] Add a separate MLIR pipeline that runs at specialization time

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• [tfrt:jit] Add a separate MLIR pipeline that runs at specialization time

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• [tfrt:jit] Add a separate MLIR pipeline that runs at specialization time

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Commits on Jan 19, 2022

• [tfrt:jit] Update rt-to-kernel-function pass to add kernel context argument

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• rocblas(mlir_tests) passed unit tests

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