auto-tuning

There are 2 repositories under auto-tuning topic.

intel / neural-compressor
SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime
low-precision pruning sparsity auto-tuning knowledge-distillation quantization quantization-aware-training post-training-quantization smoothquant large-language-models awq fp4 gptq int4 int8 mxformat sparsegpt
Language:Python 2013
zwang4 / awesome-machine-learning-in-compilers
Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation
machine-learning compiler optimisation parallel-computing parallel-programming parallelism parallelisation artificial-intelligence operating-systems auto-tuning multi-cores
1351
oracle / bpftune
bpftune uses BPF to auto-tune Linux systems
auto-tuning bpf ebpf linux
Language:C 642
kernel_tuner
KernelTuner / kernel_tuner
Kernel Tuner
opencl-kernels kernel-tuner cuda-kernels python gpu cuda opencl c cplusplus autotuning auto-tuning gpu-computing testing software-development optimization machine-learning
Language:Python 249
kernel-ml
sbu-fsl / kernel-ml
Machine Learning Framework for Operating Systems - Brings ML to Linux kernel
operating-systems machine-learning linux-kernel mlsys auto-tuning kernel-module
Language:C 220
ROCm / Tensile
Stretching GPU performance for GEMMs and tensor contractions.
gemm blas dnn neural-networks machine-learning tensors python opencl hip radeon auto-tuning radeon-open-compute amd gpu-computing gpu-acceleration gpu matrix-multiplication tensor-contraction assembly
Language:Python 193
CNugteren / CLTune
CLTune: An automatic OpenCL & CUDA kernel tuner
opencl cuda tuner auto-tuning
Language:C++ 164
ederwander / PyAutoTune
Autotune Module for Python "PyAutoTune"
audio autotune autotuning c pitch pyaudio python real-time realtime voice auto-tune auto-tuning dsp fft
Language:C 134
SUSE / phoebe
Phoebe
artificial-intelligence auto-tuning self-healing machine-learning linux systems
Language:C 85
tlc-pack / TLCBench
Benchmark scripts for TVM
auto-tuning benchmark deep-learning tuning-logs tvm
Language:Python 73
weixingsun / jBProF
ebpf profiler for jvm
ebpf jvm profiler flamegraph breakpoint perf bpf latency auto-tuning jvmti jni
Language:C++ 63
ctuning / ck-crowdtuning
Collective Knowledge crowd-tuning extension to let users crowdsource their experiments (using portable Collective Knowledge workflows) such as performance benchmarking, auto tuning and machine learning across diverse platforms with Linux, Windows, MacOS and Android provided by volunteers. Demo of DNN crowd-benchmarking and crowd-tuning:
crowdsource-experiments optimization collaboration collective-intelligence crowd-tuning crowd-benchmarking auto-tuning machine-learning open-repository knowledge-sharing mobile-phones mobile-devices iot collective-knowledge
Language:Python 34
cornell-zhang / uptune
A Generic Distributed Auto-Tuning Infrastructure
heuristics distributed-systems auto-tuning python cpp
Language:Python 21
NTNU-HPC-Lab / BAT
A GPU benchmark suite for autotuners
benchmarking kernel hpc cuda autotuning bat benchmark-suite auto-tuning
Language:Cuda 15
go-playground / backoff
:bowtie: Backoff uses an exponential backoff algorithm to backoff between retries with optional auto-tuning functionality.
retry backoff exponential-backoff auto-tuning
Language:Go 12
umayrh / sparktuner
Autotuner for Spark applications
python spark tuning tuning-parameters auto-tuning apache-spark
Language:Python 5
arcari-galimberti / margot-aspect
MarGotAspect - An AspectC++ code generator for the mARGOt framework
aspect-oriented-programming aspectcpp auto-tuning code-generation code-injection hpc
Language:C++ 3
AutoTuningAssociation / autotuning_methodology
This software package accompanies the paper "A Methodology for Comparing Auto-Tuning Optimization Algorithms", making the guidelines in the methodology easy to apply.
auto-tuning methodology optimization-algorithms performance-comparison performance-metrics performance-optimization
Language:Python 3
jokopi / GSWITCH
A pattern-based algorithmic auto-tuner for graph processing on GPUs
cuda graph-processing gpu auto-tuning gswitch
Language:Cuda 3
mergian / matog
MATOG: CUDA Array Access Auto-Tuner
cuda auto-tuning
Language:C 2
TharinduRusira / looper
auto-tuning code-generation compiler high-performance-computing loop-optimization machine-learning sequence-prediction
Language:C 2
david-andrew / Ensemble
Autotuning Google Text-to-Speech
auto-tuning choir music music21 musicxml performance phoneme-timings text-to-speech
Language:Python 1
isazi / tuning_metrics
Library to compute auto-tuning and performance metrics.
auto-tuning performance-engineering
Language:Python 1
fann-related
kilitary / fann-related
fann networks+forex + MILK + met8
fann fann-networks auto-tuning forex quickprop rprop arj bat com js lzh
Language:HTML 1
AnonymousForATC / AIE
AIE: an Adaptive Inference Engine for Decision Tree Ensemble on GPU
machine-learning decision-trees inference gpu algorithms auto-tuning
Language:Cuda 0
DeanDev94 / LabVIEW-Assignments
Four assignments from two LabVIEW Modules. LabVIEW Visual Programming and LabVIEW App Development
app-development auto-tuning cork-institute-of-technology hardware-in-loop labview visual-programming
0
polycloze / polycloze
A self-hosted language learning website
auto-tuning language-learning vocabulary cloze-tests flashcards language-course tatoeba self-hosted spaced-repetition srs vocabulary-learning
Language:Go 0
samhanda / auto-tuning-fixer
Disabling auto-tuning on Windows will limit your internet speeds. This script checks to see if your auto-tuning level is enabled or not on Windows 10 and prompts if you want to enable it to fix your internet download speeds.
auto-tuning automation powershell-script
Language:PowerShell 0