XNNPACK
cpuid2cpuflags
| XNNPACK | cpuid2cpuflags | |
|---|---|---|
| 8 | 1 | |
| 1,700 | 99 | |
| 1.6% | - | |
| 9.9 | 6.8 | |
| 6 days ago | 3 months ago | |
| C | C | |
| GNU General Public License v3.0 or later | GNU General Public License v3.0 only |
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XNNPACK
- Xnnpack: High-efficiency floating-point neural network inference operators
- Can a NPU be used for vectors?
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Performance critical ML: How viable is Rust as an alternative to C++
Why are you writing your own inference code in C++ or Rust instead of using some kind of established framework like XNNPACK?
- [P] Pure C/C++ port of OpenAI's Whisper
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[Discussion] Is XNNPACK a part of mediapipe? or should be additionally configured with mediapipe?
XNNPACK - https://github.com/google/XNNPACK
- WebAssembly Techniques to Speed Up Matrix Multiplication by 120x
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Prediction: Macs won't see many new games, no matter how powerful their hardware is
Ok, concrete example time! At work, we're going to be using some software which includes XNNPACK, which is a library of highly-optimised operations for doing neural-network inference. This is the sort of thing where people have gone in and specifically tuned for performance, and nope, there's no attempt at all made to have code which is different for Intel/AMD or Apple/Other ARM. What they target is elements of the ISA, like NEON (i.e. ARM SIMD) and SSE, AVX etc. on x86(-64). And Wasm SIMD for Wasm.
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Where are Nvidia's DLSS models stored and how big are they?
It's quite simple. https://github.com/google/XNNPACK for example.
cpuid2cpuflags
What are some alternatives?
ncnn - ncnn is a high-performance neural network inference framework optimized for the mobile platform
CoreFreq - CoreFreq : CPU monitoring and tuning software designed for 64-bit processors.
gemm-benchmark - Simple [sd]gemm benchmark, similar to ACES dgemm
DWM-Nord-Theme - This is my dwm nord theme.
wasmblr - C++ WebAssembly assembler in a single header file
portage-utils - [MIRROR] Small and fast Portage helper tools written in C
Genann - simple neural network library in ANSI C
Unicorn Engine - Unicorn CPU emulator framework (ARM, AArch64, M68K, Mips, Sparc, PowerPC, RiscV, S390x, TriCore, X86)
ruby-fann - Ruby library for interfacing with FANN (Fast Artificial Neural Network)
pax-utils - [MIRROR] ELF related utils for ELF 32/64 binaries that can check files for security relevant properties
HIP-CPU - An implementation of HIP that works on CPUs, across OSes.
Remotery - Single C file, Realtime CPU/GPU Profiler with Remote Web Viewer