Updates for 3.4 release. (#1305)
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# CUTLASS 3.4
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_CUTLASS 3.4 - December 2023_
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_CUTLASS 3.4 - January 2024_
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CUTLASS is a collection of CUDA C++ template abstractions for implementing
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high-performance matrix-matrix multiplication (GEMM) and related computations at all levels
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@@ -48,7 +48,9 @@ CUTLASS 3.4.0 is an update to CUTLASS adding:
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- Improved [Mixed-input Hopper GEMMs](/examples/55_hopper_mixed_dtype_gemm) supporting {16-bit, 8-bit} x {8-bit, 4-bit} input types with fast numerical converters and group scaling factors tuned for optimal performance on Hopper H100.
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- Beta release of [Pointer-Array Batched GEMMs](/examples/56_hopper_ptr_array_batched_gemm) utilizing TMA and Hopper H100 tensor cores now available. (Requires CUDA 12.3 or above)
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- Beta release of [Group-GEMM](/examples/57_hopper_grouped_gemm) - commonly used in optimization of Mixture-Of-Expert models, is now available on Hopper GPUs taking advantage of TMA and Hopper H100 tensor cores. (Requires CUDA 12.3 or above)
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- [Ampere Sparse GEMM](/examples/15_ampere_sparse_tensorop_gemm/ampere_sparse_tensorop_gemm_with_visitor.cu) supports Epilogue Visitor Tree (EVT) now.
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- Impovements to NamedBarriers including details of [ReservedNamedBarriers](/include/cutlass/arch/barrier.h) used within the CUTLASS library.
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- Improved [CuTe documentation](/media/docs/cute/) including improved clarity and depth of [Quickstart](/media/docs/cute/00_quickstart.md), [CuTe Layout](/media/docs/cute/01_layout.md), and [CuTe Layout Algebra](/media/docs/cute/02_layout_algebra.md). Associated code comments, post-conditions, and details in [CuTe Core Unit Tests](/test/unit/cute/core/) also improved.
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Minimum requirements:
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