/* * The MIT License (MIT) * * Copyright (c) 2015-2024 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 namespace migraphx { inline namespace MIGRAPHX_INLINE_NS { namespace gpu { using namespace migraphx::gpu::gen; // NOLINT static const char* const pointwise_kernel = R"__migraphx__( #include #include #include namespace migraphx { ${preamble} extern "C" { MIGRAPHX_GLOBAL void ${kernel}(${params}) { auto idx = make_index(); pointwise<${noutputs}, ${tiled}>(idx, ${transformers})(${lambda}, ${args}); } } } // namespace migraphx )__migraphx__"; struct pointwise_compiler : compiler { std::vector names() const { return {"pointwise", "contiguous", "layout"}; } static std::size_t oversubscribe_if(bool b) { if(b) return 256; else return 1; } operation compile_op(context& ctx, const std::vector& inputs, const value& v) const { hip_compile_options options; options.inputs = flatten(inputs); options.output = inputs.back(); options.virtual_inputs = reduce_dims(normalize_permutation(options.inputs)); options.emplace_param("-Wno-float-equal"); auto axis = find_fast_axis(options.virtual_inputs); auto vec = vectorize::elements(ctx, axis, options.virtual_inputs); options.kernel_name = v.get("kernel", "kernel"); auto noutputs = options.inputs.size() - inputs.size() + 1; auto t = tile::elements(options.virtual_inputs, noutputs); // auto t = tile{}; if(t.ntiles == 0) options.set_launch_params( v, compute_global_for(ctx, options.inputs.front().elements() / vec.size, 256)); else options.set_launch_params( v, compute_global_for(ctx, t.ntiles * t.block_size, 256), t.block_size); auto src = interpolate_string(pointwise_kernel, {{"kernel", options.kernel_name}, {"params", enum_params(options.inputs.size(), "void * private_p")}, {"args", enum_params(options.inputs.size(), "private_p")}, {"lambda", v.at("lambda").to()}, {"transformers", make_transformer_args(t, vec)}, {"tiled", t.ntiles > 0 ? "true" : "false"}, {"noutputs", std::to_string(noutputs)}, {"preamble", v.get("preamble", std::string{})}}); return compile_hip_code_object(ctx, src, options); } compiler_replace compile(context& ctx, instruction_ref ins, const operation& op) const { if(contains({"layout", "contiguous"}, op.name())) { return compile_op(ctx, to_shapes(ins->inputs()), {{"lambda", "[](auto x) { return make_tuple(x); }"}, {"kernel", op.name() + "_kernel"}}); } else { assert(not ins->module_inputs().empty()); const_module_ref pm = ins->module_inputs().front(); return compile_pointwise(ctx, to_shapes(ins->inputs()), pm); } } }; } // namespace gpu } // namespace MIGRAPHX_INLINE_NS } // namespace migraphx