neuralmagic / deepsparse

Sparsity-aware deep learning inference runtime for CPUs

Date Created 2020-12-14 (4 years ago)

Commits 1,052 (last one 5 months ago)

Stargazers 3,057 (6 this week)

Watchers 58 (0 this week)

Forks 176

License other

Ranking

RepositoryStats indexes 595,856 repositories, of these neuralmagic/deepsparse is ranked #16,536 (97th percentile) for total stargazers, and #34,961 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #2,552/119,431.

neuralmagic/deepsparse is also tagged with popular topics, for these it's ranked: computer-vision (#145/3130), nlp (#126/2430), object-detection (#59/1176), performance (#99/1120), onnx (#32/364), inference (#30/309), machinelearning (#22/255), pretrained-models (#29/208), llm-inference (#13/171)

Other Information

neuralmagic/deepsparse has 20 open pull requests on Github, 1,293 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 15 open issues and 126 closed issues.

There have been 41 releases, the latest one was published on 2024-07-19 (5 months ago) with the name DeepSparse v1.8.0.

Homepage URL: https://neuralmagic.com/deepsparse/

All Topics

nlp cpus onnx pruning inference deepsparse performance quantization llm-inference sparsification computer-vision machinelearning object-detection pretrained-models

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877 commits on the default branch (main) since jan '22

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updated: 2024-12-19 @ 01:58pm, id: 321426168 / R_kgDOEyiS-A