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+.. |rst_start_tag| raw:: html
+
+   <div class="section" id="file-doc">
+
+.. |rst_end_tag| raw:: html
+
+   </div>
+
+|rst_start_tag|
+
+.. highlight:: cpp
+
+.. include_file:: include/ck_tile/ops/gemm/warp/warp_gemm_attribute_wmma.hpp
+
+.. _file_ck_tile_ops_gemm_warp_warp_gemm_attribute_wmma.hpp:
+
+include/ck_tile/ops/gemm/warp/warp_gemm_attribute_wmma.hpp
+============================================================
+
+This file defines the `WGMMAAttrWmma` enumeration and the `WarpGemmAttributeWmma` struct. These specify attributes for warp-level GEMM operations, particularly those utilizing WMMA (Warp Matrix Multiply-Accumulate) instructions.
+
+**Contents:**
+
+.. contents::
+   :local:
+   :depth: 2
+
+.. cpp:enum-class:: WGMMAAttrWmma
+   :project: ck_tile
+
+   .. _ex_WGMMAAttrWmma:
+
+   `WGMMAAttrWmma`
+   --------------------
+
+   Enumeration controlling the attributes for WMMA-based warp-level GEMM operations, related to register allocation and specific WMMA instruction variants.
+
+   .. container:: custom-attributes
+
+      .. cpp:enumerator:: Default_ = 0
+
+         Default WMMA attribute control.
+
+      .. cpp:enumerator:: Vgpr_vgpr_acc_vgpr = 1
+
+         c-vgpr, a-vgpr, b-vgpr, acc-vgpr.
+
+      .. cpp:enumerator:: Vgpr_vgpr_acc_agpr = 2
+
+         c-vgpr, a-vgpr, b-vgpr, acc-agpr.
+
+      .. cpp:enumerator:: Vgpr_agpr_acc_vgpr = 3
+
+         c-vgpr, a-agpr, b-vgpr, acc-vgpr.
+
+      .. cpp:enumerator:: Vgpr_agpr_acc_agpr = 4
+
+         c-vgpr, a-agpr, b-agpr, acc-agpr.
+
+      .. cpp:enumerator:: Agpr_vgpr_acc_vgpr = 5
+
+         c-agpr, a-vgpr, b-vgpr, acc-vgpr.
+
+      .. cpp:enumerator:: Agpr_vgpr_acc_agpr = 6
+
+         c-agpr, a-vgpr, b-vgpr, acc-agpr.
+
+      .. cpp:enumerator:: Agpr_agpr_acc_vgpr = 7
+
+         c-agpr, a-agpr, b-agpr, acc-vgpr.
+
+      .. cpp:enumerator:: Agpr_agpr_acc_agpr = 8
+
+         c-agpr, a-agpr, b-agpr, acc-agpr.
+
+.. _WarpGemmAttributeWmma_Structs:
+
+WarpGemmAttributeWmma Struct Definition
+-----------------------------------------
+
+This struct defines general attributes for WMMA-based warp-level GEMM operations.
+
+* `WarpGemmAttributeWmma`
+
+|rst_end_tag|
+
+```rst
+.. |rst_start_tag| raw:: html
+
+   <div class="section" id="file-doc">
+
+.. |rst_end_tag| raw:: html
+
+   </div>
+
+|rst_start_tag|
+
+.. highlight:: cpp
+
+.. include_file:: include/ck_tile/ops/gemm/warp/warp_gemm_attribute_wmma_impl_16bit_traits.hpp
+
+.. _file_ck_tile_ops_gemm_warp_warp_gemm_attribute_wmma_impl_16bit_traits.hpp:
+
+include/ck_tile/ops/gemm/warp/warp_gemm_attribute_wmma_impl_16bit_traits.hpp
+==============================================================================
+
+This file defines traits structs for WMMA implementations specifically for 16-bit floating-point (FP16 and BF16) inputs accumulating to FP32 outputs.
+
+**Contents:**
+
+.. contents::
+   :local:
+   :depth: 2
+
+.. _WarpGemmAttributeWmmaImpl16BitTraits_Structs:
+
+WarpGemmAttributeWmmaImpl 16-bit Traits Struct Definitions
+------------------------------------------------------------
+
+These structs specify WMMA attributes for operations with 16-bit inputs (FP16 or BF16) and FP32 accumulation/output.
+
+* `WarpGemmAttributeWmmaImplF16F16F32`
+* `WarpGemmAttributeWmmaImplBf16Bf16F32`
+
+|rst_end_tag|
+
+```rst
+.. |rst_start_tag| raw:: html
+
+   <div class="section" id="file-doc">
+
+.. |rst_end_tag| raw:: html
+
+   </div>
+
+|rst_start_tag|
+
+.. highlight:: cpp
+
+.. include_file:: include/ck_tile/ops/gemm/warp/warp_gemm_attribute_wmma_impl_8bit_traits.hpp
+
+.. _file_ck_tile_ops_gemm_warp_warp_gemm_attribute_wmma_impl_8bit_traits.hpp:
+
+include/ck_tile/ops/gemm/warp/warp_gemm_attribute_wmma_impl_8bit_traits.hpp
+============================================================================
+
+This file defines traits structs for WMMA implementations specifically for 8-bit integer (INT8) inputs accumulating to INT32 outputs.
+
+**Contents:**
+
+.. contents::
+   :local:
+   :depth: 2
+
+.. _WarpGemmAttributeWmmaImpl8BitTraits_Structs:
+
+WarpGemmAttributeWmmaImpl 8-bit Traits Struct Definitions
+----------------------------------------------------------
+
+This struct specifies WMMA attributes for operations with INT8 inputs and INT32 accumulation/output.
+
+* `WarpGemmAttributeWmmaImplInt8Int8Int32`
+
+|rst_end_tag|
+
+```rst
+.. |rst_start_tag| raw:: html
+
+   <div class="section" id="file-doc">
+
+.. |rst_end_tag| raw:: html
+
+   </div>
+
+|rst_start_tag|
+
+.. highlight:: cpp
+
+.. include_file:: include/ck_tile/ops/gemm/warp/warp_gemm_attribute_wmma_impl_base_traits.hpp
+
+.. _file_ck_tile_ops_gemm_warp_warp_gemm_attribute_wmma_impl_base_traits.hpp:
+
+include/ck_tile/ops/gemm/warp/warp_gemm_attribute_wmma_impl_base_traits.hpp
+=============================================================================
+
+This file defines a base traits struct for WMMA implementations, along with specialized traits for various data types.
+
+**Contents:**
+
+.. contents::
+   :local:
+   :depth: 2
+
+.. _WarpGemmAttributeWmmaImplBaseTraits_Structs:
+
+WarpGemmAttributeWmmaImpl Base Traits Structs and Specializations
+-------------------------------------------------------------------
+
+These structs provide common base traits and specific implementations for WMMA operations across different data types.
+
+* `WarpGemmAttributeWmmaImplBase`
+* `WmmaTraits` (Base template class)
+* `WmmaTraits<double>`
+* `WmmaTraits<float>`
+* `WmmaTraits<half_t>`
+* `WmmaTraits<bhalf_t>`
+* `WmmaTraits<int8_t>`
+* `WmmaTraits<int>`
+* `WmmaTraits<uint8_t>`
+
+|rst_end_tag|
+
+This video provides an overview of the Composable Kernel library's structure and goals, which helps understand the context of these WMMA-related classes: [Lecture 25: Speaking Composable Kernel (CK)](https://www.youtube.com/watch?v=-732zELVbpU).
+http://googleusercontent.com/youtube_content/2