frigate/docker/rocm/migraphx/targets/gpu/jit/unpack_int4.cpp
WhiteWolf84 931b31452a upload2
2025-02-03 22:44:02 +01:00

91 lines
3.3 KiB
C++

/*
* 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 "migraphx/instruction.hpp"
#include "migraphx/instruction_ref.hpp"
#include <migraphx/reduce_dims.hpp>
#include <migraphx/gpu/compiler.hpp>
#include <migraphx/gpu/context.hpp>
#include <migraphx/gpu/compile_hip_code_object.hpp>
#include <migraphx/gpu/compile_hip.hpp>
#include <migraphx/gpu/compile_gen.hpp>
namespace migraphx {
inline namespace MIGRAPHX_INLINE_NS {
namespace gpu {
using namespace migraphx::gpu::gen; // NOLINT
static const char* const unpack_int4_kernel = R"__migraphx__(
#include <migraphx/kernels/unpack_int4.hpp>
#include <args.hpp>
namespace migraphx {
extern "C" {
MIGRAPHX_GLOBAL void ${kernel}(${params})
{
transform_args(make_tensors(), rotate_last())(${args})([](auto... xs) {
unpack_int4<${axis}>(xs...);
});
}
}
} // namespace migraphx
)__migraphx__";
struct unpack_int4_compiler : compiler<unpack_int4_compiler>
{
std::vector<std::string> names() const { return {"unpack_int4"}; }
operation compile_op(context& ctx, const std::vector<shape>& inputs, const value& v) const
{
hip_compile_options options;
options.inputs = inputs;
options.output = inputs.back();
options.virtual_inputs = reduce_dims(normalize_permutation(options.inputs));
options.kernel_name = "unpack_int4_kernel";
options.set_launch_params(v, compute_global_for(ctx, inputs.front().elements()));
auto src =
interpolate_string(unpack_int4_kernel,
{{"kernel", options.kernel_name},
{"params", enum_params(options.inputs.size(), "void * private_p")},
{"args", enum_params(options.inputs.size(), "private_p")},
{"axis", std::to_string(v.at("axis").to<int>())}});
return compile_hip_code_object(ctx, src, options);
}
compiler_replace compile(context& ctx, instruction_ref ins, const operation& op) const
{
return compile_op(ctx, to_shapes(ins->inputs()), op.to_value());
}
};
} // namespace gpu
} // namespace MIGRAPHX_INLINE_NS
} // namespace migraphx