CUTLASS 2.5 is a minor release contributing:
- Tensor reductions
- m-to-n reductions of tensors with affine layout
- Specializations for reductions including contiguous dimension
- Specializations for reductions excluding contiguous dimension
- Custom reduction functors such as
cutlass::logical_and - Large tensor support, up to 2^63 elements (however, each dimension is limited to an extent of 2^31)
- Optimizations for 3-D convolution
- Optimized tile iterators using precomputed delta table for 3-D convolution
- Full coverage of forward and backwards passes for 3D convolution
- Fused Convolution+Convolution example
- Corrections and bug fixes reported by the CUTLASS community
- Thank you for filing these issues!