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Handle CI workflows
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.github/workflows/ci.yml

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@@ -7,38 +7,53 @@ on:
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branches: [ main ]
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jobs:
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test:
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compatibility-check:
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runs-on: ${{ matrix.os }}
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strategy:
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matrix:
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os: [ubuntu-latest, windows-latest]
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os: [ubuntu-latest, windows-latest, macos-latest]
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python-version: [3.8, 3.9, '3.10', 3.11]
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pytorch-version: [1.13.0, 2.0.0]
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steps:
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- uses: actions/checkout@v3
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- uses: actions/checkout@v4
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- name: Set up Python ${{ matrix.python-version }}
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uses: actions/setup-python@v4
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with:
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python-version: ${{ matrix.python-version }}
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- name: Set up CUDA (Ubuntu)
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if: matrix.os == 'ubuntu-latest'
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uses: Jimver/cuda-toolkit@v0.2.11
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- name: Install basic dependencies
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run: |
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python -m pip install --upgrade pip
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pip install torch torchvision --index-url https://download.pytorch.org/whl/cpu
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pip install numpy
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- name: Run CI compatibility check
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run: |
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python ci_check.py
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build-test:
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runs-on: ubuntu-latest
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if: github.event_name == 'push' && github.ref == 'refs/heads/main'
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steps:
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- uses: actions/checkout@v4
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- name: Set up Python 3.9
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uses: actions/setup-python@v4
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with:
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cuda: '11.8'
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python-version: 3.9
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- name: Install dependencies
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- name: Install build dependencies
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run: |
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python -m pip install --upgrade pip
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pip install torch==${{ matrix.pytorch-version }} torchvision --index-url https://download.pytorch.org/whl/cu118
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pip install numpy
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pip install build wheel setuptools
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- name: Build extension
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- name: Build package
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run: |
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python setup.py build_ext --inplace
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python -m build
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- name: Test with pytest
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- name: Check package
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run: |
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python comprehensive_test.py
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pip install twine
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twine check dist/*

MANIFEST.in

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@@ -4,6 +4,7 @@ include CONTRIBUTING.md
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include MANIFEST.in
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include pyproject.toml
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include build.sh
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include ci_check.py
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recursive-include emd *.py
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recursive-include emd/cuda *.cpp *.cu *.h
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recursive-include tests *.py

README.md

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# Earth Mover Distance (EMD) CUDA Extension for PyTorch
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[![CI](https://github.com/hieulhaiwork/EMD-Pytorch/actions/workflows/ci.yml/badge.svg)](https://github.com/hieulhaiwork/EMD-Pytorch/actions/workflows/ci.yml)
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[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
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[![Python 3.7+](https://img.shields.io/badge/python-3.7+-blue.svg)](https://www.python.org/downloads/)
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A high-performance PyTorch implementation of Earth Mover Distance (EMD) for point clouds using CUDA. This package provides efficient computation of EMD with automatic differentiation support for deep learning applications.
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> **Note**: This repository is an updated and improved version of [daerduoCarey/PyTorchEMD](https://github.com/daerduoCarey/PyTorchEMD). Special thanks to the original authors for their foundational work.

ci_check.py

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#!/usr/bin/env python3
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"""
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Simple CI compatibility check - no CUDA required
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"""
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import sys
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import platform
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import os
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def check_python_version():
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"""Check Python version compatibility"""
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print("Python Version Check")
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version = sys.version_info
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print(f" Current: {version.major}.{version.minor}.{version.micro}")
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if version >= (3, 7):
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print(" ✅ Compatible")
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return True
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else:
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print(" ❌ Requires Python 3.7+")
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return False
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def check_platform():
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"""Check platform compatibility"""
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print("\nPlatform Check")
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system = platform.system()
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print(f" System: {system}")
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print(f" Architecture: {platform.machine()}")
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if system in ['Windows', 'Linux', 'Darwin']:
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print(" ✅ Supported platform")
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return True
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else:
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print(" ⚠️ Untested platform")
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return False
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def check_basic_imports():
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"""Check if basic dependencies can be imported"""
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print("\nBasic Import Check")
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try:
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import torch
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print(f" PyTorch version: {torch.__version__}")
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print(" ✅ PyTorch import successful")
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except ImportError:
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print(" ❌ PyTorch not available")
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return False
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try:
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import numpy
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print(f" NumPy version: {numpy.__version__}")
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print(" ✅ NumPy import successful")
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except ImportError:
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print(" ❌ NumPy not available")
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return False
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return True
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def check_package_structure():
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"""Check if package structure is correct"""
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print("\nPackage Structure Check")
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# Check if emd directory exists
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if not os.path.exists('emd'):
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print(" ❌ emd directory not found")
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return False
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print(" ✅ emd directory exists")
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# Check if __init__.py exists
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if not os.path.exists('emd/__init__.py'):
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print(" ❌ emd/__init__.py not found")
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return False
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print(" ✅ emd/__init__.py exists")
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# Check if emd.py exists
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if not os.path.exists('emd/emd.py'):
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print(" ❌ emd/emd.py not found")
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return False
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print(" ✅ emd/emd.py exists")
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# Check if CUDA directory exists
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if not os.path.exists('emd/cuda'):
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print(" ❌ emd/cuda directory not found")
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return False
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print(" ✅ emd/cuda directory exists")
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return True
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def main():
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"""Run all compatibility checks"""
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print("=" * 50)
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print("EMD PyTorch CI Compatibility Check")
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print("=" * 50)
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checks = [
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check_python_version(),
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check_platform(),
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check_basic_imports(),
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check_package_structure()
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]
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print("\n" + "=" * 50)
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if all(checks):
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print("🎉 All compatibility checks passed!")
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sys.exit(0)
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else:
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print("❌ Some checks failed!")
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sys.exit(1)
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if __name__ == "__main__":
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main()

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