CUTLASS 3.5.0 (#1411)

2024-03-19 17:51:04 -04:00
parent ffa34e7075
commit 629f4653c3
468 changed files with 48729 additions and 7252 deletions
@@ -0,0 +1,83 @@
+/***************************************************************************************************
+ * Copyright (c) 2023 - 2024 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.
+ *
+ **************************************************************************************************/
+#pragma once
+
+#include "cutlass/conv/convolution.h"
+#include "cutlass/arch/arch.h"
+
+#include "cute/layout.hpp"
+#include "cute/numeric/integral_constant.hpp"
+
+//////////////////////////////////////////////////////////////////////////////
+
+namespace cutlass::conv {
+
+//////////////////////////////////////////////////////////////////////////////
+
+//
+// Policies for categorical dispatch of mainloop against kernel grid schedules
+//
+struct KernelImplicitTmaWarpSpecializedSm90 { };
+struct KernelImplicitTmaWarpSpecializedSm90Cooperative { };
+struct KernelImplicitTmaWarpSpecializedSm90Pingpong { };
+
+//
+// Collective Mainloop Policies
+//
+
+// n-buffer in smem (Hopper TMA), pipelined with Hopper GMMA and TMA, static schedule between TMA and GMMA
+// for fprop
+template<
+  conv::Operator ConvOp_,
+  int Stages_,
+  int NumSpatialDimensions_,
+  class ClusterShape_ = cute::Shape<cute::C<1>,cute::C<1>,cute::C<1>>,
+  class KernelSchedule = KernelImplicitTmaWarpSpecializedSm90,
+  int PipelineAsyncMmaStages_ = 1
+>
+struct MainloopSm90TmaGmmaWarpSpecializedImplicitGemm {
+  static constexpr int Stages = Stages_;
+  static constexpr int NumSpatialDimensions = NumSpatialDimensions_;
+  static constexpr Operator ConvOp = ConvOp_;
+  static constexpr int PipelineAsyncMmaStages = PipelineAsyncMmaStages_;
+  using ClusterShape = ClusterShape_;
+  using ArchTag = arch::Sm90;
+  using Schedule = KernelSchedule;
+
+  static_assert(NumSpatialDimensions >= 1);
+  static_assert(! (cute::is_same_v<KernelSchedule,KernelImplicitTmaWarpSpecializedSm90Cooperative> ||
+                   cute::is_same_v<KernelSchedule,KernelImplicitTmaWarpSpecializedSm90Pingpong>),
+    "Persistent schedules not support for conv yet.");
+};
+
+//////////////////////////////////////////////////////////////////////////////
+
+} // namespace cutlass::conv