v53.0.0 Public Release

Breaking Changes

• We added tensor size checks to prevent very large tensors being fed to our functions. This may result in some previously working very large problem configurations not being supported anymore.

Feat

• Add SVE kernels for TopKV.
• Add experimental support for FreeBSD(R) OS
• Support lvalues in validation functions
• Add NETopKV function.

Fix

• Do not mutate shared _gemm_output_3d in CpuGemmConv2d::run()
• Remove epsilon from the comparisons in TopKV
• GPU only debug build errors in test fixtures
• Bump REUSE version to enable reading of unknown version files
• Add index validation to CpuMaxUnpoolingLayerKernel
• Relay --target in CCFLAGS to the assembler when building with Android(TM) NDK
• Use std::min in NECropKernel in addition to asserts-only macro to ensure valid index in production builds.
• Don't skip Im2Col if convolution has paddings
• Add index validation for batch_index in NECropKernel
• Add index checks to CLMaxUnpoolingLayerKernel

Documentation (API, build guide, contribution guide, errata, etc.) available here:

https://artificial-intelligence.sites.arm.com/computelibrary/v53.0.0/index.xhtml