/* * The MIT License (MIT) * * Copyright (c) 2015-2022 Advanced Micro Devices, Inc. All rights reserved. * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to deal * in the Software without restriction, including without limitation the rights * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell * copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in * all copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN * THE SOFTWARE. */ #include #include #include #include #include #include #include #include #include #include #include #include namespace migraphx { inline namespace MIGRAPHX_INLINE_NS { namespace gpu { // NOLINTNEXTLINE // static const char* const ck_gemm_kernel = R"__migraphx__( // #include // #include // #include // #include // #include // #include // namespace migraphx { // extern "C" { // __global__ void ck_gemm_kernel(void* a_p, void* b_p, void* c_p) // { // // hipDeviceProp_t hdp{}; // // printf("Shared mem: %i\n", int(hdp.sharedMemPerBlock)); // // make_tensors()(a_p, b_p, c_p)([](auto&&... xs) { // // ck_gemm(xs...); // // }); // make_tensors()(a_p, b_p, c_p)([](auto a_t, auto b_t, auto c_t) { // __shared__ float p_shared_block[512]; //[(a_t.get_shape().elements() + b_t.get_shape().elements()) * 2]; // ck_gemm(a_t, b_t, c_t, p_shared_block); // // make_tensors()(p_shared_block)([&](auto p_t) { // // ck_gemm(a_t, b_t, c_t, p_t); // // }); // }); // } // } // } // namespace migraphx // )__migraphx__"; static const char* const ck_gemm_kernel = R"__migraphx__( #include #include #include #include #include #include namespace migraphx { extern "C" { __global__ void ck_gemm_kernel(void* a_p, void* b_p, void* c_p) { make_tensors()(a_p, b_p, c_p)([](auto a_t, auto b_t, auto c_t) { constexpr auto alens = get_shape_c{}.lens; constexpr auto m = alens[0]; constexpr auto k = alens[1]; constexpr auto blens = get_shape_c{}.lens; constexpr auto n = blens[1]; constexpr auto astrides = get_shape_c{}.strides; constexpr auto as = astrides[0]; constexpr auto bstrides = get_shape_c{}.strides; constexpr auto bs = bstrides[0]; constexpr auto cstrides = get_shape_c{}.strides; constexpr auto cs = cstrides[0]; auto a_grid_desc_k0_m_k1 = MakeAGridDescriptor_K0_M_K1( static_cast(m), static_cast(k), static_cast(as)); auto b_grid_desc_k0_n_k1 = MakeBGridDescriptor_K0_N_K1( static_cast(k), static_cast(n), static_cast(bs)); auto c_grid_desc_m_n = MakeCGridDescriptor_M_N( static_cast(m), static_cast(n), static_cast(cs)); using GridwiseGemm = ck::GridwiseGemmDl_km_kn_mn_v1r3; auto a_grid_desc_k0_m0_m1_k1 = GridwiseGemm::MakeAGridDescriptor_K0_M0_M1_K1(a_grid_desc_k0_m_k1); auto b_grid_desc_k0_n0_n1_k1 = GridwiseGemm::MakeBGridDescriptor_K0_N0_N1_K1(b_grid_desc_k0_n_k1); auto c_grid_desc_m0_m10_m11_n0_n10_n11 = GridwiseGemm::MakeCGridDescriptor_M0_M10_M11_N0_N10_N11(c_grid_desc_m_n); auto block_2_ctile_map = GridwiseGemm::MakeDefaultBlock2CTileMap(c_grid_desc_m_n); constexpr bool HasMainKBlockLoop = true; constexpr bool HasDoubleTailKBlockLoop = true; constexpr ck::index_t shared_block_size = GridwiseGemm::GetSharedMemoryNumberOfByte() / sizeof(float); __shared__ float p_shared_block[shared_block_size]; GridwiseGemm::Run(a_t.data(), b_t.data(), c_t.data(), p_shared_block, a_grid_desc_k0_m0_m1_k1, b_grid_desc_k0_n0_n1_k1, c_grid_desc_m0_m10_m11_n0_n10_n11, block_2_ctile_map, ck::integral_constant{}, ck::integral_constant{}); }); } } } // namespace migraphx )__migraphx__"; struct ck_gemm_compiler : compiler { std::vector names() const { return {"ck_gemm"}; } operation compile_op(context& ctx, const std::vector& inputs, const value& v) const { hip_compile_options options; auto out_s = inputs.back(); options.set_launch_params(v, compute_global_for(ctx, out_s.elements())); options.inputs = inputs; options.output = out_s; options.kernel_name = "ck_gemm_kernel"; options.virtual_inputs = inputs; return compile_hip_code_object(ck_gemm_kernel, options); } compiler_replace compile(context& ctx, instruction_ref ins, const operation& op) const { return replace(compile_op(ctx, to_shapes(ins->inputs()), op.to_value())); } }; } // namespace gpu } // namespace MIGRAPHX_INLINE_NS } // namespace migraphx