mt_asm
XNNPACK
| mt_asm | XNNPACK | |
|---|---|---|
| 1 | 8 | |
| 2 | 1,722 | |
| - | 2.8% | |
| 8.8 | 9.9 | |
| 6 months ago | 1 day ago | |
| C | C | |
| - | GNU General Public License v3.0 or later |
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mt_asm
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.
What are some alternatives?
bat-extras - Bash scripts that integrate bat with various command line tools.
ncnn - ncnn is a high-performance neural network inference framework optimized for the mobile platform
CSpydr - A static typed low-level compiled programming language inspired by Rust and C
gemm-benchmark - Simple [sd]gemm benchmark, similar to ACES dgemm
libgnunetworker - Multithreading with GNUnet
cpuid2cpuflags - Tool to generate CPU_FLAGS_* for your CPU
Melon - A generic cross-platform C library that includes many commonly used components and frameworks, and a new scripting language interpreter. It currently supports C99 and Aspect-Oriented Programming (AOP).
wasmblr - C++ WebAssembly assembler in a single header file
Ventoy - A new bootable USB solution.
Genann - simple neural network library in ANSI C
glibc - Unofficial mirror of sourceware glibc repository. Updated daily.
ruby-fann - Ruby library for interfacing with FANN (Fast Artificial Neural Network)