- Dec 30, 2024
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Jakub Sujak authoredSigned-off-by:
Jakub Sujak <jakub.sujak@arm.com>
Approved-by: Felix Johnny Thomasmathibalan <felixjohnny.thomasmathibalan@arm.com>
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Jakub Sujak authored
Signed-off-by:
Jakub Sujak <jakub.sujak@arm.com>
Approved-by:
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- Dec 24, 2024
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Signed-off-by:
Anitha Raj <anitha.raj@arm.com> Approved-by:
Jakub Sujak <jakub.sujak@arm.com> -
Restructure int8 testing to run each kernel in isolation based only on reference data Signed-off-by:
Emil Ohlsson <emil.ohlsson@arm.com> Reviewed-by:
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- Add unit tests for new microkernels Signed-off-by:
Michael Kozlov <michael.kozlov@arm.com>
Reviewed-by: 
Anton Bondarenko <anton.bondarenko@arm.com>
Approved-by: Jakub Sujak <jakub.sujak@arm.com> -
- Add unit test Signed-off-by:
Michael Kozlov <michael.kozlov@arm.com>
Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com> Reviewed-by:
Jakub Sujak <jakub.sujak@arm.com> -
* GEMM and GEMV micro-kernels to compute the matrix multiplication of dynamically quantized 8-bit integer (QAI8DX) LHS matrix and quantized 4-bit integer (QSI4CX) RHS matrix and the accumulation of the result into a single-precision (F32) output, optimized for SME2 technology. Signed-off-by:
Mohamad Najem <mohamad.najem@arm.com> Signed-off-by:
Michael Kozlov <michael.kozlov@arm.com>
Signed-off-by: Thomas Bamelis <thomas.bamelis@arm.com> Reviewed-by:
Anton Bondarenko <anton.bondarenko@arm.com>
Reviewed-by: Jakub Sujak <jakub.sujak@arm.com>
Approved-by: Jakub Sujak <jakub.sujak@arm.com>
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- Dec 23, 2024
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Signed-off-by:
Jakub Sujak <jakub.sujak@arm.com>
Approved-by: -
Signed-off-by:
Mohammed Suhail Munshi <MohammedSuhail.Munshi@arm.com> Approved-by:
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- Dec 20, 2024
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Jakub Sujak authored
Tests must always check for CPU feature support prior to performing any setup or run. Signed-off-by:
Jakub Sujak <jakub.sujak@arm.com>
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- Rewrite the optimized path for kr = 16 - The out-of-bound check is not required anymore as the optimized path is only for the in-bound portion of the matrix Signed-off-by:
Gian Marco Iodice <gianmarco.iodice@arm.com> Approved-by:
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- Dec 19, 2024
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To allow for easier extensibility Signed-off-by:
Michael Kozlov <michael.kozlov@arm.com>
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- Dec 18, 2024
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- Add support in the unit test framework to check for hardware capabilities using the Windows(R) SDK - Minor changes to CMakeLists.txt and the unit test framework to solve build issues Signed-off-by:
Jens Elofsson <jens.elofsson@arm.com> Reviewed-by:
Anton Bondarenko <anton.bondarenko@arm.com>
Approved-by: Anton Bondarenko <anton.bondarenko@arm.com>
Approved-by: Jakub Sujak <jakub.sujak@arm.com>
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- Dec 17, 2024
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Anton Bondarenko authoredProcess all available examples in examples/ folder without a need to specify them explicity. This would allow to minimize the risk of missing CI for examples Signed-off-by:
Anton Bondarenko <anton.bondarenko@arm.com>
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Felix Johnny Thomasmathibalan authored
Refer to main matmul folder for supported data types and available micro kernels. Remove reference to micro kernels and winograd transform as winograd micro kernels are not available now. Signed-off-by:
Jakub Sujak <jakub.sujak@arm.com> -
Signed-off-by:
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- Dec 13, 2024
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Emil Ohlsson authored
Changes reported release version, and updates changelog since last release Signed-off-by:
Jakub Sujak <jakub.sujak@arm.com> -
There are a few items missing in the changelog since last relase. This commit updates the list with recent changes. Signed-off-by:
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- Optimize the generic RHS packing NxK. The performance improvement is around ~1.5x Signed-off-by:
Anton Bondarenko <anton.bondarenko@arm.com>
Approved-by: Anton Bondarenko <anton.bondarenko@arm.com> -
Jakub Sujak authored
Signed-off-by:
Jakub Sujak <jakub.sujak@arm.com>
Reviewed-by: -
Signed-off-by:
alankelly <alankelly@google.com> Approved-by:
Jakub Sujak <jakub.sujak@arm.com> -
Original way of organizing matmul files was a bit complicated. A simpler way would reduce maintenance and simplify on how to add new microkernels Signed-off-by:
Anton Bondarenko <anton.bondarenko@arm.com>
Reviewed-by: Jakub Sujak <jakub.sujak@arm.com>
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- Dec 11, 2024
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Jakub Sujak authored
The `__fp16` type is known to be troublesome for certain build environments. Instead use type `float` in the interface, and in the implementation use types `float16_t` (an alias for `__fp16`) for casting or `uint16_t` for pointer arithmetic. Signed-off-by:
Jakub Sujak <jakub.sujak@arm.com>
Reviewed-by: -
Felix Johnny Thomasmathibalan authored
Indicate transition to following Semantic Versioning for future releases. Signed-off-by:
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- Dec 10, 2024
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Jakub Sujak authored
Signed-off-by:
Jakub Sujak <jakub.sujak@arm.com>
Approved-by: -
Anton Bondarenko authored
Version 8 of Bazel introduces explicit requirement to select WORKSPACE file as source of external dependencies. While it is quite new there is still a need to support version 6.5 where new flag cause build failure. Signed-off-by:
Anton Bondarenko <anton.bondarenko@arm.com>
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- Dec 09, 2024
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Felix Johnny Thomasmathibalan authored
Signed-off-by:
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- Add more shapes - Add pretty printer for test suite Signed-off-by:
Michael Kozlov <michael.kozlov@arm.com>
Signed-off-by: Anton Bondarenko <anton.bondarenko@arm.com>
Approved-by: -
Anton Bondarenko authored
Usage of compiled headers in a mix of C and C++ code could lead to compilation errors where C only flags are used. In this case headers should be interpreted together with source files using them. Signed-off-by:
Anton Bondarenko <anton.bondarenko@arm.com>
Approved-by: -
Viet-Hoa Do authored
* Only the following parts are included in the MSVC build: - All scalar kernels. - Half-precision floating-point reference implementation. * Add tests. Signed-off-by:
Anton Bondarenko <anton.bondarenko@arm.com>
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- Dec 06, 2024
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Signed-off-by:
Anton Bondarenko <anton.bondarenko@arm.com>
Approved-by:
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- Dec 05, 2024
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Signed-off-by:
Anton Bondarenko <anton.bondarenko@arm.com> -
The different kernels does a lot of parameter checking, and one of the checks for the FP16 kernels is actually incorrect. This change addresses one error of this kind in the fp16 lhs packing kernel The same issue is also updated in the fp16 documentation Signed-off-by:
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Emil Ohlsson authored
The current KAI_ASSERT() function will exit the program using `exit(EXIT_FAILURE)` which is unhelpful when running the program under a debugger, as this will not trap the execution. This change changes the call to `abort()` instead Signed-off-by:
Jakub Sujak <jakub.sujak@arm.com>
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- Dec 02, 2024
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Signed-off-by:
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- GEMM and GEMV Micro-kernels to compute the matrix multiplication of dynamically quantized symmetric signed 8-bit integer with per-block quantization (QSI8D32) LHS matrix and quantized symmetric 4-bit signed integer with per-block quantization (QSI4C32) RHS matrix and the accumulation of the result into a single-precision (F32) output, optimized for SME2 technology. Signed-off-by:
Anton Bondarenko <anton.bondarenko@arm.com>
Approved-by: Jakub Sujak <jakub.sujak@arm.com> -
Signed-off-by:
Jakub Sujak <jakub.sujak@arm.com>
Approved-by:
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- Nov 29, 2024
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Signed-off-by:
Jakub Sujak <jakub.sujak@arm.com>
Approved-by: Anton Bondarenko <anton.bondarenko@arm.com> -
Signed-off-by:
Anton Bondarenko <anton.bondarenko@arm.com>
Approved-by: Jakub Sujak <jakub.sujak@arm.com> -
Anton Bondarenko authored
Signed-off-by:
Anton Bondarenko <anton.bondarenko@arm.com>
Approved-by:
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