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yum-archive/TaSTT-Whisper

High-performance GPGPU inference of OpenAI's Whisper automatic speech recognition (ASR) model

git clone https://git.yummers.dev/yum-archive/TaSTT-Whisper

yumFix audio normalization59297502023-04-04

files

CommandLineArgs.cpp	964 B
CommandLineArgs.h	141 B
Readme.txt	574 B
TraceReader.cpp	1.2 KiB
TraceReader.h	778 B
compare.cpp	10.0 KiB
compare.h	101 B
compareTraces.cpp	282 B
compareTraces.vcxproj	4.7 KiB
compareTraces.vcxproj.filters	684 B
stdafx.cpp	541 B
stdafx.h	898 B
testUtils.cpp	5.8 KiB

This project builds a C++ console tool which compares debug traces of the model.

Tracing files easily exceed 1GB, and by default they’re disabled with a preprocessor macro in stdafx.h of the Whisper project.

When enabled, the main GPU implementation saves a trace into C:\Temp\2remove\Whisper\gpu.bin

The reference CPU implementation saves a trace into C:\Temp\2remove\Whisper\ref.bin

This code in this project is optimized for development speed. For this reason it requires AVX2 CPU, uses memory-mapped IO instead of proper parsing, and checks little to no errors.