Allows to pass external arguments by using kwargs to cc_library
rule.

Signed-off-by: Anton Bondarenko <anton.bondarenko@arm.com>

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

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

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

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

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

Bazel is one of the build system used in the modern software world and
especually in ML OSS projects. Support for Bazel build
would allow simpler intergration into such frameworks.

Currently supported:
* Build microkernels with required CPU micro-architecture
* Combine into common library (matmul)
* Tests compilation and execution

Signed-off-by: Anton Bondarenko <anton.bondarenko@arm.com>

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

* Fix condition for left-over rows store.

Resolves: COMPMID-7245
Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com>

Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Approved-by: Felix Johnny Thomasmathibalan <felixjohnny.thomasmathibalan@arm.com>

* Add instructions for building for various platforms using CMake.

* Provide a CMake toolchain file for Arm GNU Toolchain.

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

Approved-by: Felix Johnny Thomasmathibalan <felixjohnny.thomasmathibalan@arm.com>
Approved-by: Jens Elofsson <jens.elofsson@arm.com>

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

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

Jens Elofsson authored Jul 05, 2024 and Jakub Sujak committed Jul 05, 2024

Runs on Linux® and Android™.

Tests the different variations of the matmul_clamp_f32_qai8dxp_qsi4cxp
microkernel with user-specified m-, n-, and k-values.

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

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

Felix Johnny Thomasmathibalan authored Jul 04, 2024 and Jakub Sujak committed Jul 04, 2024

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

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

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

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

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

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

Jakub Sujak authored Jul 04, 2024 and Felix Johnny Thomasmathibalan committed Jul 04, 2024

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>

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

This example demonstrates the usage of the FP16 packing and matmul routines which:

1. Packs the bias and the weights together into a single tensor.

2. Performs a matrix multiplication of the activations and the packed tensor.

All tensors are in half precision floating-point (FP16) data type.

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

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

Signed-off-by: Anton Bondarenko <anton.bondarenko@arm.com>

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

Felix Johnny Thomasmathibalan authored Jul 02, 2024 and Jakub Sujak committed Jul 02, 2024

- Adjust the int4 matmul micro-kernels (qsi4cx) to skip the bias

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

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

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

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

Jens Elofsson authored Jul 02, 2024 and Jakub Sujak committed Jul 02, 2024

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

Approved-by: Jakub Sujak <jakub.sujak@arm.com>
Approved-by: Anton Bondarenko <anton.bondarenko@arm.com>

Add file and line information to KAI_ERROR-macro.

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

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

* Prepare and upload JUnit report for tests execution
* Simplify pre-commit job
* Replace dependencies with needs to unblock jobs

Signed-off-by: Anton Bondarenko <anton.bondarenko@arm.com>

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

New hook would be able to automatically download specified version
of the Buildifier tool instead of relying on local one.

Signed-off-by: Anton Bondarenko <anton.bondarenko@arm.com>

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

* Add compiler version checks in CMake before adding
feature specific (e.g. FEAT_DOTPROD) micro-kernels.

* Enable compiling scalar routines using MSVC.

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

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

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

The _dst_lhs_rhs_ naming is used instead of
hybrid for the test function name to follow
the format used in the main repository.

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

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

* Add SME2 GeMM kernels in FP32.
  - Kernels: LHS packing, RHS packing, interleaved GeMM.
* Update the build script and the test framework.
* Fix issues in the API.

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

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

Use Bazelisk to perform Bazel builds instead of relying directly
on specific Bazel version. At the moment latest LTS is chosen, but
could be later updated to a specific version if required

Signed-off-by: Anton Bondarenko <anton.bondarenko@arm.com>

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

* Add more checks in the test to verify all utility functions
  provided by GeMM kernels.

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

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

"Hello World"-style example of the microbenchmark tool that pipecleans
the cmake-build.

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

Reviewed-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Reviewed-by: Felix Johnny Thomasmathibalan <felixjohnny.thomasmathibalan@arm.com>
Approved-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>

* Reorder the arguments of getting RHS offset function.
* Regenerate the assembly kernel.

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>

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

Approved-by: Anton Bondarenko <anton.bondarenko@arm.com>
Approved-by: Jakub Sujak <jakub.sujak@arm.com>

* Run full Linux in FVP to test features without silicon.
* Collect coverage report from multiple runs.

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>

* Update the base image for the Docker image to Ubuntu 24.04
  which is the latest LTS version of Ubuntu.

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

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

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

* Add code coverage build and test.
* Add coverage report and visualization.

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>

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

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

stddef.h is included for size_t

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

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

Gian Marco Iodice authored Jun 07, 2024 and Jakub Sujak committed Jun 07, 2024

- Add the free memory section
- Fix the input arguments for the matmul micro-kernel

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

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

* Explicitly build NEON-only files with the base architecture.
* Remove redundant compiler flags.

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

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

Gian Marco Iodice authored Jun 05, 2024 and Viet-Hoa Do committed Jun 05, 2024

- Move lhs_stride position in the list of input arguments
- Add dst_stride_col in the list of input arguments
- Add the interface header file

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

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

Gian Marco Iodice authored Jun 03, 2024 and Viet-Hoa Do committed Jun 03, 2024

- Add guide to explain how to invoke the int4 matmul micro-kernel

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

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