Release CUTLASS 2.9.0 · NVIDIA/cutlass (original) (raw)

CUTLASS 2.9.0

• First layer Convolution kernels specialized for small channel counts and reduced alignment
  • Few channels specialization for reduced alignment capabilities
  • Fixed channels further specialized when channel count perfectly matches the access vector size
  • Unit tests
  • Python-based instance emitter in the CUTLASS Library and support in the Profiler
• BLAS3 operators accelerated by Tensor Cores
  • Supported types: f32, cf32, f64, cf64
  • HERK with emitter
  • SYRK with emitter
  • SYMM with emitter
  • TRMM with emitter
  • Unit tests
• CUTLASS Python demonstrating JIT compilation of CUTLASS kernels and a Python-based runtime using CUDA Python
  • Python-based runtime interoperable with existing emitters
• GEMM + Softmax example
• Optimal performance using CUDA 11.6u2
• Updates and bugfixes from the community (thanks!)