Tsne Cuda Versions Save

GPU Accelerated t-SNE for CUDA with Python bindings

3.0.1

2 years ago

Minor updates to make things easier to package for anaconda

  • Removed setuptools dependency at runtime
  • Updated code to clear incorrect pip/faiss requirement
  • FIxed bugs with write_python_version_string.cmake

3.0.0

2 years ago

This release modifies the code to support newer versions of CUDA (up to 11.3), as well as includes several additional bug fixes. It also adds multi-gpu support, and support for the new Ampere GPUs with CUDA 11.x.

2.1

4 years ago

Bug fixes + logging

  • Fixes issue with early exaggeration not being passed through with python bindings
  • Fixes issue with calculation of normalization constant that affected embeddings on large datasets
  • Fixes conda compilation issues and allows download through conda
  • Adds some logging of the early phases (KNN computation, etc.)

tsne-cuda-2.1.tar.gz tsne-cuda-2.1.zip

2.0

4 years ago

Major refactor of the code, switching to using the FIt-SNE algorithm.

These changes, as well as other fixes along the way result in:

  • Faster runtime
  • Lower memory footprint
  • Bug fixes for compilation
  • Increased stability during runtime
  • Support for CUDA 10

tsne-cuda-2.0.tar.gz tsne-cuda-2.0.zip