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Commits on Jan 15, 2022

• [tf:jitrt] Rename remaining mentions of CpuRuntime to JitRuntime

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Commits on Jan 14, 2022

• [tf:jitrt] Rename all occurrences of cpurt to jitrt

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• [tf:jitrt] Rename all tf_cpurt files to tf_jitrt

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Commits on Jan 13, 2022

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

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

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Commits on Jan 12, 2022

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

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

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• [tf:tfrt] Always specialize compiled binaries

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• [tf:tfrt] Increase the number of threads for compilation tasks

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Commits on Jan 11, 2022

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

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Commits on Jan 10, 2022

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

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Commits on Jan 7, 2022

• [tf:tfrt] Set the alignment option in python tests

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• [tf:tfrt] Check the returned memref alignment

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Commits on Jan 5, 2022

• [tf:tfrt] clustering: allow i1 in clusters if MLIR vectorization is disabled

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Commits on Dec 29, 2021

• [tf:tfrt] Enable inlining of tf_cpurt operations

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Commits on Dec 14, 2021

• [tf:tfrt] Mark tf_cpurt.execute and cpurt.call ops as NoSideEffect to enable hoisting

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• [tf:tfrt] Do not outline too large clusters

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Commits on Dec 13, 2021

• [tf:tfrt] Use a cost model identical to the TFRT cost analysis

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Commits on Dec 11, 2021

• [tf:tfrt] Add specialization id to tf_cpurt.excecute tracing

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Commits on Dec 8, 2021

• [tf:tfrt] Do not cluster operations that could be later hoisted by TFRT pipeline

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Commits on Dec 7, 2021

• [tf:tfrt] Add compute function benchmark

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Commits on Dec 6, 2021

• [tf:tfrt] Add compute function benchmark

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Commits on Dec 4, 2021

• [tf:tfrt] Fix cpurt benchmark errors

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• [tf:tfrt] Add new compute function benchmarks

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Commits on Dec 3, 2021

• [tf:tfrt] Fix cost function for the tf_cpurt.execute operation

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Commits on Dec 2, 2021

• [tf:tfrt] Implement cost function interface for the tf_cpurt.execute kernel

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• [tf:tfrt] Return an available chain once the compilation task is scheduled

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• [tf:tfrt] Update Executable number of worker threads

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Commits on Dec 1, 2021

• [tf:tfrt] Update Executable number of worker threads

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• [tf:tfrt] Add tier0 codegen with only cwise operations

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• [tf:tfrt] Improve tf_cpurt tracing by adding more Executable details

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Commits on Nov 29, 2021

• [tf:tfrt] Remove codegen for MatMul from the tf_cpurt pipeline

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• [tf:tfrt] Use dedicated thread pool for running compilation tasks

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• [tf:tfrt] Add benchmarks for different transpose permutations

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Commits on Nov 26, 2021

• [tf:tfrt] Add cpurt+vectorization benchmarks

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