/* * 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 #include #include #include #include #include #include #include #include namespace migraphx { inline namespace MIGRAPHX_INLINE_NS { namespace gpu { using namespace migraphx::gpu::gen; // NOLINT // NOLINTNEXTLINE static const char* const gqa_softmax_kernel = R"__migraphx__( #include #include #include #include #include namespace migraphx { extern "C" { MIGRAPHX_GLOBAL void ${kernel}(${params}) { transform_args(make_tensors(), rotate_last())(${args})([](auto... xs) { gqa_softmax(xs..., make_gqa_parameters(${gqa_params})); }); } } } // namespace migraphx )__migraphx__"; struct gqa_softmax_compiler : compiler { std::vector names() const { return {"gqa_softmax", "gpu::gqa_softmax"}; } operation compile_op(context& ctx, const std::vector& inputs, const value& v) const { auto params = init_params(inputs, v); auto gqa_params_str = params.make_init_str(); hip_compile_options options; options.set_launch_params( v, compute_global_for(ctx, params.batch_size * params.num_heads * params.sequence_length)); options.inputs = inputs; options.output = inputs.back(); options.kernel_name = v.get("kernel", "gqa_softmax_kernel"); auto src = interpolate_string(gqa_softmax_kernel, {{"params", enum_params(inputs.size(), "void * private_p")}, {"args", enum_params(inputs.size(), "private_p")}, {"gqa_params", gqa_params_str}, {"kernel", options.kernel_name}}); return compile_hip_code_object(ctx, src, options); } compiler_replace compile(context& ctx, instruction_ref ins, const operation& op) const { auto shapes = to_shapes(ins->inputs()); auto v = op.to_value(); return compile_op(ctx, shapes, v); } }; } // namespace gpu } // namespace MIGRAPHX_INLINE_NS } // namespace migraphx