v24.09

v24.09 Public Major Release

Feat

• Provide a wrapper class to expose cpu::CpuSoftmaxGeneric

• Detect number of cores in Windows®

• Add Optimized SME kernel for QASYMM8_SIGNED elementwise addition operation

Fix

• LogSoftmax Int8/UInt8 mismatches in Cpu

• Rounding of negative integers in pooling 2d/3d gpu kernels

• OpenMP® linker error on Windows®

• Rounding of negative integers in pooling 2d/3d kernels

• Patches linker failure for cpu::CpuSoftmaxGeneric in partial builds

• Cpu/Gpu Reverse data type support

• QSYMM16 broadcasted subtraction failures

• CpuMulKernel validation when there is x-broadcasting for some types

• Data type validation in depthwise op in Cpu

• Update macOS® build instructions

• Validation tests compute reference and target on each iteration

• Reset permuted input and weights on configure in NEDepthwiseConvolutionLayer

• Selectively enable CL job chaining

Refactor

• Generate only one shared library when building with CMake

• Add BF16 LUT for Softmax Layer with tests

• Move heuristic logic of activation kernel into separate class

• Removed unused CommandBuffer.

Perf

• Allocate Persistent and Prepare tensors at start of prepare()

• Use mws in OMPScheduler for better thread throttling

• Enable FP16 winograd in CpuConv2d for v8a multi_isa builds.

Documentation (API, build guide, contribution guide, errata, etc.) available here:
https://artificial-intelligence.sites.arm.com/computelibrary/v24.09/index.xhtml

v24.08.1

v24.08.1 Public Patch Release

Fix

• Change inheritance qualifiers of experimental Cpu operator interface classes to public for cpu-wrappers.
• Mismatches in static quantization updated after configure tests
• CpuSoftmax configure ignores is_log on validation
• Linker errors in armv8.2a Windows® builds

Documentation (API, build guide, contribution guide, errata, etc.) available here:
https://artificial-intelligence.sites.arm.com/computelibrary/v24.08.1/index.xhtml

v24.08

v24.08 Public Major Release

Feature

• Expose CpuAdd functionality using the experimental operators api
• Expose CpuDepthwiseConv2d functionality using the experimental operators api
• Expose CpuElementwiseDivision functionality using the experimental operators api
• Expose CpuElementwiseMax functionality using the experimental operators api
• Expose CpuElementwiseMin functionality using the experimental operators api
• Expose CpuGemmAssemblyDispatch functionality using the experimental operators low-level api
• Expose CpuMul functionality using the experimental operators api
• Expose CpuSub functionality using the experimental operators api

Performance

• Solve performance issue on Arm® Mali™-G78

Fix

• Illegal intruction in multi_isa armv8a
• Set num_threads in ThreadInfo correctly in OMPScheduler
• Fix Alexnet graph example giving incorrect results

Documentation (API, build guide, contribution guide, errata, etc.) available here:
https://artificial-intelligence.sites.arm.com/computelibrary/v24.08/index.xhtml

v24.07

Public major release
Documentation (API, changelogs, build guide, contribution guide, errata, etc.) available here:
https://arm-software.github.io/ComputeLibrary/v24.07

v24.06

Public minor release
Documentation (API, changelogs, build guide, contribution guide, errata, etc.) available here:
https://arm-software.github.io/ComputeLibrary/v24.06

v24.05

Public major release

Documentation (API, changelogs, build guide, contribution guide, errata, etc.) available here:
https://arm-software.github.io/ComputeLibrary/v24.05

v24.04

Public major release

Documentation (API, changelogs, build guide, contribution guide, errata, etc.) available here:
https://arm-software.github.io/ComputeLibrary/v24.04

v24.02.1

Public patch release

Documentation (API, changelogs, build guide, contribution guide, errata, etc.) available here:
https://arm-software.github.io/ComputeLibrary/v24.02.1/

v24.02

Public major release

Documentation (API, changelogs, build guide, contribution guide, errata, etc.) available here:
https://arm-software.github.io/ComputeLibrary/v24.02

v24.01

Public major release

Documentation (API, changelogs, build guide, contribution guide, errata, etc.) available here:
https://arm-software.github.io/ComputeLibrary/v24.01