CUTLASS 2.10 (#615)

Co-authored-by: Aniket Shivam <ashivam@nvidia.com>
2022-09-03 15:48:46 -07:00
parent ca23ff7924
commit b72cbf957d
289 changed files with 43708 additions and 2513 deletions
--- a/tools/library/scripts/pycutlass/src/cpp/include/layout/matrix.h
+++ b/tools/library/scripts/pycutlass/src/cpp/include/layout/matrix.h
@@ -0,0 +1,87 @@
+/***************************************************************************************************
+ * Copyright (c) 2017 - 2022 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+ * SPDX-License-Identifier: BSD-3-Clause
+ *
+ * Redistribution and use in source and binary forms, with or without
+ * modification, are permitted provided that the following conditions are met:
+ *
+ * 1. Redistributions of source code must retain the above copyright notice, this
+ * list of conditions and the following disclaimer.
+ *
+ * 2. Redistributions in binary form must reproduce the above copyright notice,
+ * this list of conditions and the following disclaimer in the documentation
+ * and/or other materials provided with the distribution.
+ *
+ * 3. Neither the name of the copyright holder nor the names of its
+ * contributors may be used to endorse or promote products derived from
+ * this software without specific prior written permission.
+ *
+ * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+ * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+ * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
+ * DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
+ * FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
+ * DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
+ * SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
+ * CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
+ * OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
+ * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
+ *
+ **************************************************************************************************/
+/* \file
+   \brief Bind Matrix layouts to python
+*/
+#pragma once
+#include <pybind11/pybind11.h>
+#include <pybind11/stl_bind.h>
+
+#include "cutlass/layout/matrix.h"
+
+namespace py = pybind11;
+
+void bind_matrix_layout(py::module &m) {
+    //
+    // Matrix layouts
+    // cutlass/layout/matrix.h
+    //
+
+    py::class_<cutlass::layout::RowMajor>(m, "RowMajor", R"pbdoc(
+        Mapping function for row-major matrices.
+    )pbdoc")
+        .def_static("packed", &cutlass::layout::RowMajor::packed, 
+            py::arg("extent"), 
+            R"pbdoc(Helper returns a layout to a tightly packed tensor)pbdoc")
+        .def("stride", [](const cutlass::layout::RowMajor & layout){
+            return layout.stride().at(0);
+        }, R"pbdoc(Returns the stride of the layout)pbdoc");
+
+    py::class_<cutlass::layout::ColumnMajor>(m, "ColumnMajor", R"pbdoc(
+        Mapping function for column-major matrices.
+    )pbdoc")
+        .def_static("packed", &cutlass::layout::ColumnMajor::packed, 
+            py::arg("extent"),
+            R"pbdoc(Helper returns a layout to a tightly packed tensor)pbdoc" )
+        .def("stride", [](const cutlass::layout::ColumnMajor & layout){
+            return layout.stride().at(0);
+        }, R"pbdoc(Returns the stride of the layout)pbdoc");
+
+    py::class_<cutlass::layout::RowMajorInterleaved<32>>(m, "RowMajorInterleaved32",
+        R"pbdoc(Mapping function for interleaved matrices. Matrix is structured 
+        as row-major arrangement of fixed-size columns 32)pbdoc")
+        .def_static("packed", &cutlass::layout::RowMajorInterleaved<32>::packed,
+            py::arg("extent"), 
+            R"pbdoc(Helper returns a layout to a tightly packed tensor)pbdoc")
+        .def("stride", [](const cutlass::layout::RowMajorInterleaved<32> & layout){
+            return layout.stride().at(0);
+        }, R"pbdoc(Returns the stride of the layout)pbdoc");
+
+    py::class_<cutlass::layout::ColumnMajorInterleaved<32>>(m, "ColumnMajorInterleaved32",
+        R"pbdoc(Mapping function for interleaved matrices. Matrix is structured 
+        as column-major arrangement of fixed-size rows 32)pbdoc")
+        .def_static("packed", &cutlass::layout::ColumnMajorInterleaved<32>::packed,
+            py::arg("extent"), 
+            R"pbdoc(Helper returns a layout to a tightly packed tensor)pbdoc")
+        .def("stride", [](const cutlass::layout::ColumnMajorInterleaved<32> & layout){
+            return layout.stride().at(0);
+        }, R"pbdoc(Returns the stride of the layout)pbdoc");
+}