Signed-off-by: Emil Ohlsson <emil.ohlsson@arm.com>

Approved-by: Felix Johnny Thomasmathibalan <felixjohnny.thomasmathibalan@arm.com>

Gian Marco Iodice authored Jan 16, 2025 and Emil Ohlsson committed Jan 16, 2025

- Previously, we were dividing m_idx/n_idx by m_step/n_step. However, since m_step/n_step can be different from mr/nr, we should divide by mr/nr instead

Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com>

Signed-off-by: Anitha Raj <anitha.raj@arm.com>

Reviewed-by: Anitha Raj <anitha.raj@arm.com>
Reviewed-by: Emil Ohlsson <emil.ohlsson@arm.com>
Approved-by: Emil Ohlsson <emil.ohlsson@arm.com>

Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com>

Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Reviewed-by: Emil Ohlsson <emil.ohlsson@arm.com>
Approved-by: Emil Ohlsson <emil.ohlsson@arm.com>

* Read the CPU system registers provided by the operating system
  to detect CPU features.

Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com>

Approved-by: Emil Ohlsson <emil.ohlsson@arm.com>

Gian Marco Iodice authored Jan 13, 2025 and Viet-Hoa Do committed Jan 13, 2025

- Add clamp to int8_min and int8_max to avoid saturation of the result

Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com>

Approved-by: Viet-Hoa Do <viet-hoa.do@arm.com>

Signed-off-by: Emil Ohlsson <emil.ohlsson@arm.com>

Approved-by: Jakub Sujak <jakub.sujak@arm.com>

Describe changes since 1.1.0

Signed-off-by: Emil Ohlsson <emil.ohlsson@arm.com>

Reviewed-by: Emil Ohlsson <emil.ohlsson@arm.com>
Approved-by: Jakub Sujak <jakub.sujak@arm.com>

Emil Ohlsson authored Jan 10, 2025 and Felix Johnny Thomasmathibalan committed Jan 10, 2025

Signed-off-by: Emil Ohlsson <emil.ohlsson@arm.com>

Approved-by: Felix Johnny Thomasmathibalan <felixjohnny.thomasmathibalan@arm.com>

Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com>

Approved-by: Jakub Sujak <jakub.sujak@arm.com>

This reverts commit 048daeb9.

Signed-off-by: Emil Ohlsson <emil.ohlsson@arm.com>

Approved-by: Jakub Sujak <jakub.sujak@arm.com>

Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com>

Approved-by: Jens Elofsson <jens.elofsson@arm.com>

Suhail M authored Jan 07, 2025 and Felix Johnny Thomasmathibalan committed Jan 07, 2025

- Adds support for BF16 SME2 GEMM Operations
- Adds Packing kernels for BF16 SME2
- Adds tests for BF16 SME2 GEMM Kernels

Signed-off-by: Mohammed Suhail Munshi <MohammedSuhail.Munshi@arm.com>

Reviewed-by: Felix Johnny Thomasmathibalan <felixjohnny.thomasmathibalan@arm.com>
Approved-by: Felix Johnny Thomasmathibalan <felixjohnny.thomasmathibalan@arm.com>

Pass the right CPU feature check for unit test.

Signed-off-by: Felix Thomasmathibalan <felixjohnny.thomasmathibalan@arm.com>

Approved-by: Jakub Sujak <jakub.sujak@arm.com>

Signed-off-by: Felix Johnny Thomasmathibalan <felixjohnny.thomasmathibalan@arm.com>

Approved-by: Jakub Sujak <jakub.sujak@arm.com>

Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com>

Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Approved-by: Jens Elofsson <jens.elofsson@arm.com>

Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com>

Approved-by: Jakub Sujak <jakub.sujak@arm.com>

Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com>

Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Approved-by: Jakub Sujak <jakub.sujak@arm.com>

* Bump revision of REUSE pre-commit hook to latest.

* Lint only committed files for the correct copyright and license. This prevents the pre-commit hook from failing checks on new files in the source tree that are not intended to be committed.

Signed-off-by: Jakub Sujak <jakub.sujak@arm.com>

Approved-by: Felix Johnny Thomasmathibalan <felixjohnny.thomasmathibalan@arm.com>

Suhail M authored Jan 02, 2025 and Felix Johnny Thomasmathibalan committed Jan 02, 2025

Signed-off-by: Mohammed Suhail Munshi <MohammedSuhail.Munshi@arm.com>

Approved-by: Felix Johnny Thomasmathibalan <felixjohnny.thomasmathibalan@arm.com>

Signed-off-by: Jakub Sujak <jakub.sujak@arm.com>

Approved-by: Felix Johnny Thomasmathibalan <felixjohnny.thomasmathibalan@arm.com>

Signed-off-by: Jakub Sujak <jakub.sujak@arm.com>

Approved-by: Felix Johnny Thomasmathibalan <felixjohnny.thomasmathibalan@arm.com>

Anitha Raj authored Dec 24, 2024 and Jakub Sujak committed Dec 24, 2024

Signed-off-by: Anitha Raj <anitha.raj@arm.com>

Approved-by: Jakub Sujak <jakub.sujak@arm.com>

Emil Ohlsson authored Dec 24, 2024 and Jakub Sujak committed Dec 24, 2024

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: Emil Ohlsson <emil.ohlsson@arm.com>
Approved-by: Felix Johnny Thomasmathibalan <felixjohnny.thomasmathibalan@arm.com>

Michael Kozlov authored Dec 24, 2024 and Jakub Sujak committed Dec 24, 2024

- Add unit tests for new microkernels

Signed-off-by: Michael Kozlov <michael.kozlov@arm.com>

Reviewed-by: Anitha Raj <anitha.raj@arm.com>
Reviewed-by: Anton Bondarenko <anton.bondarenko@arm.com>
Approved-by: Jakub Sujak <jakub.sujak@arm.com>

Michael Kozlov authored Dec 24, 2024 and Jakub Sujak committed Dec 24, 2024

- Add unit test

Signed-off-by: Michael Kozlov <michael.kozlov@arm.com>

Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Reviewed-by: Anitha Raj <anitha.raj@arm.com>
Reviewed-by: Felix Johnny Thomasmathibalan <felixjohnny.thomasmathibalan@arm.com>
Reviewed-by: Emil Ohlsson <emil.ohlsson@arm.com>
Approved-by: Jakub Sujak <jakub.sujak@arm.com>

Anitha Raj authored Dec 24, 2024 and Jakub Sujak committed Dec 24, 2024

* 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: Anitha Raj <anitha.raj@arm.com>

Signed-off-by: Michael Kozlov <michael.kozlov@arm.com>

Signed-off-by: Thomas Bamelis <thomas.bamelis@arm.com>

Reviewed-by: Anitha Raj <anitha.raj@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>

Jakub Sujak authored Dec 23, 2024 and Felix Johnny Thomasmathibalan committed Dec 23, 2024

Signed-off-by: Jakub Sujak <jakub.sujak@arm.com>

Approved-by: Felix Johnny Thomasmathibalan <felixjohnny.thomasmathibalan@arm.com>

Suhail M authored Dec 23, 2024 and Felix Johnny Thomasmathibalan committed Dec 23, 2024

Signed-off-by: Mohammed Suhail Munshi <MohammedSuhail.Munshi@arm.com>

Approved-by: Felix Johnny Thomasmathibalan <felixjohnny.thomasmathibalan@arm.com>

Tests must always check for CPU feature support prior to performing any setup or run.

Signed-off-by: Jakub Sujak <jakub.sujak@arm.com>

Approved-by: Felix Johnny Thomasmathibalan <felixjohnny.thomasmathibalan@arm.com>

Gian Marco Iodice authored Dec 20, 2024 and Felix Johnny Thomasmathibalan committed Dec 20, 2024

- 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: Felix Johnny Thomasmathibalan <felixjohnny.thomasmathibalan@arm.com>

Michael Kozlov authored Dec 19, 2024 and Felix Johnny Thomasmathibalan committed Dec 19, 2024

To allow for easier extensibility

Signed-off-by: Michael Kozlov <michael.kozlov@arm.com>

Approved-by: Felix Johnny Thomasmathibalan <felixjohnny.thomasmathibalan@arm.com>

Jens Elofsson authored Dec 18, 2024 and Jakub Sujak committed Dec 18, 2024

- 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>

Process 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>

Approved-by: Felix Johnny Thomasmathibalan <felixjohnny.thomasmathibalan@arm.com>

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: Felix Thomasmathibalan <felixjohnny.thomasmathibalan@arm.com>

Approved-by: Jakub Sujak <jakub.sujak@arm.com>

Gian Marco Iodice authored Dec 17, 2024 and Emil Ohlsson committed Dec 17, 2024

Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com>

Reviewed-by: Emil Ohlsson <emil.ohlsson@arm.com>
Approved-by: Emil Ohlsson <emil.ohlsson@arm.com>

Changes reported release version, and updates changelog since last
release

Signed-off-by: Emil Ohlsson <emil.ohlsson@arm.com>

Reviewed-by: Emil Ohlsson <emil.ohlsson@arm.com>
Approved-by: Jakub Sujak <jakub.sujak@arm.com>

Emil Ohlsson authored Dec 13, 2024 and Felix Johnny Thomasmathibalan committed Dec 13, 2024

There are a few items missing in the changelog since last relase. This
commit updates the list with recent changes.

Signed-off-by: Emil Ohlsson <emil.ohlsson@arm.com>

Approved-by: Felix Johnny Thomasmathibalan <felixjohnny.thomasmathibalan@arm.com>

Gian Marco Iodice authored Dec 13, 2024 and Anton Bondarenko committed Dec 13, 2024

- Optimize the generic RHS packing NxK. The performance improvement is
around ~1.5x

Signed-off-by: Gian Marco Iodice <gianmarco.iodice@arm.com>

Reviewed-by: Anton Bondarenko <anton.bondarenko@arm.com>
Approved-by: Anton Bondarenko <anton.bondarenko@arm.com>

Signed-off-by: Jakub Sujak <jakub.sujak@arm.com>

Reviewed-by: Emil Ohlsson <emil.ohlsson@arm.com>
Approved-by: Emil Ohlsson <emil.ohlsson@arm.com>

Anitha Raj authored Dec 13, 2024 and Jakub Sujak committed Dec 13, 2024

Signed-off-by: Anitha Raj <anitha.raj@arm.com>

Reviewed-by: Anitha Raj <anitha.raj@arm.com>
Reviewed-by: Emil Ohlsson <emil.ohlsson@arm.com>
Reviewed-by: alankelly <alankelly@google.com>
Approved-by: Jakub Sujak <jakub.sujak@arm.com>