/*************************************************************************************************** * Copyright (c) 2017-2019, NVIDIA CORPORATION. All rights reserved. * * Redistribution and use in source and binary forms, with or without modification, are permitted * provided that the following conditions are met: * * Redistributions of source code must retain the above copyright notice, this list of * conditions and the following disclaimer. * * 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. * * Neither the name of the NVIDIA CORPORATION 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 NVIDIA CORPORATION 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 TOR (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 Defines abstractions for managing loading and storing fragments to shared memory in the efficient GEMM pipeline. */ #pragma once #include "cutlass/tensor_ref.h" #include "cutlass/gemm/gemm_shared_tile.h" namespace cutlass { namespace gemm { //////////////////////////////////////////////////////////////////////////////////////////////////// template < /// The load iterator. typename Iterator_, /// The transformer to be applied after the data has been copied from shared memory. typename Transformer_ = Copy > struct SharedLoadStream { /// The load iterator. typedef Iterator_ Iterator; /// The transformer. typedef Transformer_ Transformer; /// The fragment that is copied from shared memory. typedef typename Iterator::Fragment FetchedFragment; /// The fragment that is obtained after the transformation by the transformer. typedef typename Transformer::OutputFragment TransformedFragment; /// Make sure the fragments match. static_assert((platform::is_same::value), ""); /// The output fragment. typedef TransformedFragment Fragment; /// Scalar data type typedef typename Iterator::Scalar Scalar; /// Reference type to a tensor typedef TensorRef TensorRef; /// The params. struct Params { /// The iterator params. typename Iterator::Params iterator; /// Setup the params. CUTLASS_HOST_DEVICE int initialize() { return iterator.initialize(); } }; /// The storage in shared memory needed by that stream. typedef typename Iterator::Storage SharedStorage; /// Ctor. CUTLASS_DEVICE SharedLoadStream() {} /// Ctor. CUTLASS_DEVICE SharedLoadStream(Params const ¶ms, TensorRef const &ref) { this->initialize(params, ref); } /// Initialize the stream. CUTLASS_DEVICE void initialize(Params const ¶ms, TensorRef const &ref) { // The iterator. iterator = Iterator(params.iterator, ref.data()); // The transformer. transformer = Transformer(); } /// Clears the fragment CUTLASS_DEVICE void clear() { fetched[0].clear(); fetched[1].clear(); transformed[0].clear(); transformed[1].clear(); } /// Load the data from shared memory to the fetch fragment. CUTLASS_DEVICE void copy() { iterator.load_post_increment(fetched[0]); } /// Load the data from shared memory to the fetch fragment. CUTLASS_DEVICE void copy(int step) { iterator.load(fetched[step % 2], step); } /// Commit the data. CUTLASS_DEVICE void commit() { transformer.transform(fetched[0], transformed[0]); } /// Commit the data. CUTLASS_DEVICE void commit(int step) { transformer.transform(fetched[step % 2], transformed[step % 2]); } /// Returns the fragment for the given step CUTLASS_DEVICE TransformedFragment &fragment(int step = 0) { return transformed[step % 2]; } /// Returns the fragment for the given step CUTLASS_DEVICE TransformedFragment const &fragment(int step = 0) const { return transformed[step % 2]; } /// Increment the stage. CUTLASS_DEVICE void inc_stage() { iterator.inc_stage(); } /// The iterator. Iterator iterator; /// Fetched fragment FetchedFragment fetched[2]; /// The transformer. Transformer transformer; /// Transformed fragment TransformedFragment transformed[2]; }; //////////////////////////////////////////////////////////////////////////////////////////////////// } // namespace gemm } // namespace cutlass