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Commits on May 28, 2021

• Re-sort filenames in BUILD files

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• Apply text format to assembly for consistency

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• Refactor RNDNA and RNDNU reference requantization

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• Evaluation stubs for RNDNU requantization

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Commits on May 27, 2021

• Add templates for all QS8 IGEMM assembly microkernels.

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• Add templates for all QS8 GEMM assembly microkernels.

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Commits on May 26, 2021

• Rename PRECISE requantization schema to RNDNA

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• Fix builds of QS8 GEMM E2E benchmarks with XNN_ENABLE_FULL_BENCHMARKS=1

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• Benchmark various requantization schemas in QS8 GEMM E2E

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• Update GEMM benchmarks

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• Unify U8 MINMAX parameters across NEON and scalar

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• Support FP32 requantization in AVX512 QS8 microkernels

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• AVX512-specific parameters for QS8 microkernels

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• Use byte-wide MIN/MAX in AVX512 QS8 DWCONV microkernels

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Commits on May 25, 2021

• Support FP32 requantization in AVX2 QS8 microkernels

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• Fix CMake build

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• Explicitly specify requantization in GEMM/IGEMM/DWCONV tests

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• Consolidate requantization structures and functions in a single header

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• Refactor requantization helper functions

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• Rename Q31 requantization to GEMMLOWP requantization

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• Rename microkernel-related types and structures

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• Rename QS8 GEMM/IGEMM/DWCONV microkernels

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• Rename QS8 DWCONV microkernel filenames

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• Rename QS8 GEMM/IGEMM microkernel filenames

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Commits on May 24, 2021

• Initialize VMULCADDC microkernel parameters through function pointers

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• Use pointer to parameter initialization function in VMULCADDC microkernel tests

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• 4x16C4 QS8 IGEMM Cortex A75 microkernel reuse X8 to save push

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• Increase timeout for QS8 GEMM/IGEMM microkernel tests

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• Use ISA-specific layouts in F32 [I]GEMM & DWCONV microkernels

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• 4x16 QS8 GEMM/IGEMM Cortex A53 microkernels reduce to use 2 GPR for temp

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Commits on May 23, 2021

• Use specialized layouts in SSE4/AVX2 QS8 [I]GEMM & DWCONV microkernels

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Commits on May 22, 2021

• Split QS8/QU8 GEMM parameter initialization by datatype

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Commits on May 21, 2021

• Initialize GEMM/IGEMM/DWCONV microkernel parameters through function pointers

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• 4x16 QS8 IGEMM microkernels use x8 for temp

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• 4x16 QS8 IGEMM microkernels use x14 for A1

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