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Search results for python autotuning

4 search results found

Neural Compressor ⭐ 1,773

SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime

Kernel_tuner ⭐ 236

MLOS is a project to enable autotuning for systems.

Ck Autotuning ⭐ 56

CK automation actions to let users implement portable, customizable and reusable program workflows for reproducible, collaborative and multi-objective benchmarking, optimization and SW/HW co-design:

Tlcbench ⭐ 51

Benchmark scripts for TVM

Ck Crowdtuning ⭐ 34

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:

A Generic Distributed Auto-Tuning Infrastructure

Tvm Learning ⭐ 7

TVM learning and research

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