frigate/docker/rocm/migraphx/targets/gpu/compile_hipblaslt.cpp

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/*
* 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.
*/
#if MIGRAPHX_USE_HIPBLASLT
#include <migraphx/gpu/compile_hipblaslt.hpp>
#include <migraphx/gpu/context.hpp>
#include <migraphx/module.hpp>
#include <migraphx/iterator_for.hpp>
#include <migraphx/instruction.hpp>
#include <migraphx/make_op.hpp>
namespace migraphx {
inline namespace MIGRAPHX_INLINE_NS {
namespace gpu {
static size_t compile(migraphx::context& ctx, operation& op, instruction_ref ins)
{
auto v = op.compile(ctx, ins->get_shape(), to_shapes(ins->inputs()));
return v.get<std::size_t>("workspace", 0);
}
void compile_hipblaslt::apply(module& m) const
{
assert(ctx);
for(auto ins : iterator_for(m))
{
if(ins->name() != "gpu::hipblaslt_op")
continue;
auto op = any_cast<hipblaslt_op>(ins->get_operator()).op;
auto inputs = ins->inputs();
std::size_t ws = hipblaslt_workspace_size;
auto alloc = m.insert_instruction(
ins, make_op("allocate", {{"shape", to_value(shape{shape::uint8_type, {ws}})}}));
inputs.insert(std::prev(inputs.end()), alloc);
m.replace_instruction(ins, op, inputs);
// Calculate workspace size
ws = compile(*ctx, op, ins);
auto alloc_after = m.insert_instruction(
ins, make_op("allocate", {{"shape", to_value(shape{shape::uint8_type, {ws}})}}));
// Replace the workspace size with actual worksapce size needed.
auto it = std::find(inputs.begin(), inputs.end(), alloc);
if(it != inputs.end())
{
*it = alloc_after; // Replace `alloc` with `alloc_after`
}
m.replace_instruction(ins, op, inputs);
}
}
} // namespace gpu
} // namespace MIGRAPHX_INLINE_NS
} // namespace migraphx
#endif // MIGRAPHX_USE_HIPBLASLT