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spconv

https://github.com/skyhehe123/spconv

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (4.9%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

Basic Info
  • Host: GitHub
  • Owner: skyhehe123
  • License: apache-2.0
  • Language: Python
  • Default Branch: master
  • Size: 5.52 MB
Statistics
  • Stars: 12
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created over 1 year ago · Last pushed over 1 year ago
Metadata Files
Readme Changelog License Citation

README.md

spconv (group-wise subconv supported)

Linux

  1. install build-essential, install CUDA
  2. run export SPCONV_DISABLE_JIT="1"
  3. run pip install pccm cumm wheel
  4. run python setup.py bdist_wheel+pip install dists/xxx.whl

QA

If you compile spconv successfully, but found the following error when import spconv.pytorch:

ImportError: arg(): could not convert default argument 'workspace: tv::Tensor' in method '<class 'spconv.core_cc.csrc.sparse.convops.gemmops.GemmTunerSimple'>.run_with_tuned_result' into a Python object (type not registered yet?)

it is because the cumm does not match the cuda version. Please rebuild the cumm by running

git clone https://github.com/FindDefinition/cumm, cd ./cumm, pip install -e .

LICENSE

Apache 2.0

Owner

  • Name: Billy HE
  • Login: skyhehe123
  • Kind: user

PhD candidate of The Hong Kong Polytechnic University

Citation (CITATION.cff) 

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
  - name: "Spconv Contributors"
title: "Spconv: Spatially Sparse Convolution Library"
date-released: 2022-10-12
url: "https://github.com/traveller59/spconv"
license: Apache-2.0

GitHub Events

Total
  • Issues event: 1
  • Watch event: 1
Last Year
  • Issues event: 1
  • Watch event: 1

Dependencies

.github/workflows/build.yaml actions
  • actions/checkout master composite
  • actions/setup-python v4 composite
  • dorny/paths-filter v2 composite
  • ilammy/msvc-dev-cmd v1 composite
  • pypa/gh-action-pypi-publish release/v1 composite
.github/workflows/stale.yaml actions
  • actions/stale v4 composite
pyproject.toml pypi
setup.py pypi