11 results found Sort:

intel
neural-compressor intel
266
2.4k
apache-2.0
32
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
3,756 commits to master branch, last one a day ago
oracle
bpftune oracle
85
1.6k
other
30
bpftune uses BPF to auto-tune Linux systems
bpf ebpf linux auto-tuning
Created 2023-05-09
670 commits to main branch, last one 17 days ago
zwang4
awesome-machine-learning-in-compilers zwang4
164
1.5k
cc0-1.0
71
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
255 commits to master branch, last one 12 days ago
KernelTuner
kernel_tuner KernelTuner
53
328
apache-2.0
8
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
2,131 commits to master branch, last one 17 days ago
sbu-fsl
kernel-ml sbu-fsl
28
243
apache-2.0
17
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 3 years ago
ROCm
Tensile ROCm
158
236
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
5,579 commits to develop branch, last one 3 days ago
CNugteren
CLTune CNugteren
36
178
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 2 years ago
HAL-42
AlchemyCat HAL-42
8
115
apache-2.0
6
Alchemy Cat —— 🔥Config System for SOTA
config auto-tuning deep-learning computer-vision machine-learning parameter-tuning
Created 2019-12-07
398 commits to master branch, last one about a month ago
SUSE
phoebe SUSE
14
89
bsd-3-clause
14
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
74
unknown
8
Benchmark scripts for TVM
tvm benchmark auto-tuning tuning-logs deep-learning
Created 2020-11-19
4 commits to main branch, last one 3 years ago
weixingsun
jBProF weixingsun
3
71
apache-2.0
2
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