11 results found Sort:

intel
neural-compressor intel
257
2.2k
apache-2.0
33
SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime
awq fp4 gptq int4 int8 pruning mxformat sparsity sparsegpt auto-tuning smoothquant quantization low-precision large-language-models knowledge-distillation post-training-quantization quantization-aware-training
Created 2020-07-21
3,619 commits to master branch, last one a day ago
zwang4
awesome-machine-learning-in-compilers zwang4
163
1.5k
cc0-1.0
73
Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation
compiler auto-tuning multi-cores parallelism optimisation parallelisation machine-learning operating-systems parallel-computing parallel-programming artificial-intelligence
Created 2020-06-17
242 commits to master branch, last one about a month ago
oracle
bpftune oracle
69
1.3k
other
24
bpftune uses BPF to auto-tune Linux systems
bpf ebpf linux auto-tuning
Created 2023-05-09
545 commits to main branch, last one 17 hours ago
KernelTuner
kernel_tuner KernelTuner
50
287
apache-2.0
10
Kernel Tuner
c gpu cuda opencl python testing cplusplus autotuning auto-tuning cuda-kernels kernel-tuner optimization gpu-computing opencl-kernels machine-learning software-development
Created 2016-03-28
2,090 commits to master branch, last one about a month ago
sbu-fsl
kernel-ml sbu-fsl
26
235
apache-2.0
18
Machine Learning Framework for Operating Systems - Brings ML to Linux kernel
mlsys auto-tuning linux-kernel kernel-module machine-learning operating-systems
Created 2021-11-10
28 commits to main branch, last one 2 years ago
ROCm
Tensile ROCm
150
223
mit
56
Stretching GPU performance for GEMMs and tensor contractions.
amd dnn gpu hip blas gemm opencl python radeon tensors assembly auto-tuning gpu-computing neural-networks gpu-acceleration machine-learning tensor-contraction matrix-multiplication
Created 2015-11-05
5,537 commits to develop branch, last one a day ago
CNugteren
CLTune CNugteren
36
170
other
18
CLTune: An automatic OpenCL & CUDA kernel tuner
cuda tuner opencl auto-tuning
Created 2015-01-11
307 commits to master branch, last one about a year ago
HAL-42
AlchemyCat HAL-42
10
123
apache-2.0
9
Alchemy Cat —— 🔥Config System for SOTA
config auto-tuning deep-learning computer-vision machine-learning parameter-tuning
Created 2019-12-07
388 commits to master branch, last one 3 months ago
SUSE
phoebe SUSE
15
88
bsd-3-clause
15
Phoebe
linux systems auto-tuning self-healing machine-learning artificial-intelligence
Created 2021-01-05
216 commits to main branch, last one 3 years ago
tlc-pack
TLCBench tlc-pack
29
73
unknown
9
Benchmark scripts for TVM
tvm benchmark auto-tuning tuning-logs deep-learning
Created 2020-11-19
4 commits to main branch, last one 2 years ago
weixingsun
jBProF weixingsun
3
67
apache-2.0
3
ebpf profiler for jvm
bpf jni jvm ebpf perf jvmti latency profiler breakpoint flamegraph auto-tuning
Created 2020-02-24
156 commits to master branch, last one 3 years ago