Package: armnn-latest-all (23.08-4.1 and others)

[ Source: armnn  ]

Arm NN Core and all backends

Arm NN is a set of tools that enables machine learning workloads on any hardware. It provides a bridge between existing neural network frameworks and whatever hardware is available and supported. On arm architectures (arm64 and armhf) it utilizes the Arm Compute Library to target Cortex-A CPUs, Mali GPUs and Ethos NPUs as efficiently as possible. On other architectures/hardware it falls back to unoptimised functions.

This packaging release supports TensorFlow Lite. Arm NN takes networks from the framework, translates them to the internal Arm NN format and then through the Arm Compute Library, deploys them efficiently on Cortex-A CPUs, and, if present, Mali GPUs.

This is a dependency package containing the latest ArmNN Core package as well as the latest CPU backend, GPU backend, Reference backend and the TensorFlow Lite Parser. CPU and GPU backends will only be installed on armhf or arm64 architectures.

Other Packages Related to armnn-latest-all

• dep: libarmnn-cpuacc-backend33 (= 23.08-4.1+b1) [arm64]

  Arm NN dynamically loadable Neon backend

• dep: libarmnn-cpuref-backend33 (= 23.08-4.1+b1)

  Arm NN dynamically loadable Reference backend

• dep: libarmnn-gpuacc-backend33 (= 23.08-4.1+b1) [arm64, armhf]

  Arm NN dynamically loadable CL backend

• dep: libarmnn33t64 (= 23.08-4.1+b1)

  Inference engine for CPUs, GPUs and NPUs - shared library

• dep: libarmnntfliteparser24t64

  Arm NN TensorFlow Lite parser library

Download armnn-latest-all

Download for all available architectures

Architecture	Version	Package Size	Installed Size	Files
amd64	23.08-4.1+b1	5.8 kB	16.0 kB	[list of files]
arm64	23.08-4.1+b1	5.8 kB	16.0 kB	[list of files]
armhf	23.08-4.1+b1	5.8 kB	16.0 kB	[list of files]
i386	23.08-4.1+b1	5.8 kB	16.0 kB	[list of files]
mips64el	23.08-4.1+b1	5.8 kB	16.0 kB	[list of files]
ppc64el	23.08-4.1+b1	5.8 kB	16.0 kB	[list of files]