frigate/docker/rocm/migraphx/targets/gpu/jit/gqa_softmax.cpp

/*
 * 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,
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 * THE SOFTWARE.
 */
#include <fstream>
#include <migraphx/filesystem.hpp>
#include <migraphx/gpu/compiler.hpp>
#include <migraphx/make_op.hpp>
#include <migraphx/gpu/context.hpp>

#include <migraphx/env.hpp>
#include <migraphx/file_buffer.hpp>
#include <migraphx/gpu/compile_gen.hpp>
#include <migraphx/gpu/compile_hip.hpp>
#include <migraphx/gpu/compile_hip_code_object.hpp>
#include <migraphx/gpu/group_query_attention.hpp>
#include <migraphx/module.hpp>
#include <migraphx/ranges.hpp>
#include <migraphx/reduce_dims.hpp>
#include <migraphx/stringutils.hpp>

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 <args.hpp>
#include <migraphx/kernels/gqa_softmax.hpp>
#include <migraphx/kernels/pointwise.hpp>
#include <migraphx/kernels/ops.hpp>
#include <migraphx/kernels/generic_constant.hpp>

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<gqa_softmax_compiler>
{
    std::vector<std::string> names() const { return {"gqa_softmax", "gpu::gqa_softmax"}; }

    operation compile_op(context& ctx, const std::vector<shape>& 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