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54

High-efficiency floating-point neural network inference operators for mobile, server, and Web

cpu simd inference multithreading neural-network neural-networks mobile-inference matrix-multiplication inference-optimization convolutional-neural-network convolutional-neural-networks

Created 2019-09-13

7,345 commits to master branch, last one a day ago

164

828

apache-2.0

36

BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.

mlir pytorch compiler tensorflow deep-learning neural-network machine-learning inference-optimization

Created 2021-12-20

911 commits to main branch, last one 3 months ago

91

693

apache-2.0

24

The Tensor Algebra SuperOptimizer for Deep Learning

deep-learning deep-neural-networks inference-optimization

Created 2019-09-28

204 commits to master branch, last one 3 years ago

32

195

mit

8

[MLSys 2021] IOS: Inter-Operator Scheduler for CNN Acceleration

cnn parallelism acceleration inference-optimization

Created 2020-11-04

27 commits to master branch, last one 3 years ago

6

47

apache-2.0

4

Official Repo for SparseLLM: Global Pruning of LLMs (NeurIPS 2024)

pruning efficient-ai model-compression large-language-models inference-optimization alternating-optimization

Created 2024-02-19

57 commits to main branch, last one a day ago