From fcf40649feb6046fb9b1ed984fb9b19422cd5463 Mon Sep 17 00:00:00 2001 From: aamir Date: Sat, 21 Jul 2018 19:30:40 -0700 Subject: adding the cutlass examples --- cutlass-example/cutlass/gemm/gemm_shared_stream.h | 113 ++++++++++++++++++++++ 1 file changed, 113 insertions(+) create mode 100644 cutlass-example/cutlass/gemm/gemm_shared_stream.h (limited to 'cutlass-example/cutlass/gemm/gemm_shared_stream.h') diff --git a/cutlass-example/cutlass/gemm/gemm_shared_stream.h b/cutlass-example/cutlass/gemm/gemm_shared_stream.h new file mode 100644 index 0000000..c6ff7bd --- /dev/null +++ b/cutlass-example/cutlass/gemm/gemm_shared_stream.h @@ -0,0 +1,113 @@ +/*************************************************************************************************** + * Copyright (c) 2017-2018, 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 + +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; + + /// 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, SharedStorage &shared_storage) { + this->initialize(params, shared_storage); + } + + /// Initialize the stream. + CUTLASS_DEVICE void initialize(Params const ¶ms, SharedStorage &shared_storage) { + // The iterator. + iterator = Iterator(params.iterator, shared_storage); + // The transformer. + transformer = Transformer(); + } + + /// Load the data from shared memory to the fetch fragment. + CUTLASS_DEVICE void copy(FetchedFragment &fetched) { shared_iterator_load(iterator, fetched); } + + /// Load the data from shared memory to the fetch fragment. + CUTLASS_DEVICE void copy(int d, FetchedFragment &fetched) { + shared_iterator_load(iterator, fetched, d); + } + + /// Commit the data. + CUTLASS_DEVICE void commit(FetchedFragment &fetched, TransformedFragment &transformed) { + transformer.transform(fetched, transformed); + } + + /// Increment the stage. + CUTLASS_DEVICE void inc_stage() { iterator.inc_stage(); } + + /// The iterator. + Iterator iterator; + /// The transformer. + Transformer transformer; +}; + +//////////////////////////////////////////////////////////////////////////////////////////////////// + +} // namespace gemm +} // namespace cutlass -- cgit v1.3