quant_conv_1d.cpp

/*
 * The MIT License (MIT)
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 * Copyright (c) 2015-2022 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
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 * 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.
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 * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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#include "verify_program.hpp"
#include <migraphx/program.hpp>
#include <migraphx/generate.hpp>
#include <migraphx/make_op.hpp>

template <migraphx::shape::type_t DType>
struct quant_conv_1d : verify_program<quant_conv_1d<DType>>
{
    migraphx::program create_program() const
    {
        migraphx::program p;
        auto* mm = p.get_main_module();
        migraphx::shape a_shape{DType, {2, 3, 4}};
        auto pa = mm->add_parameter("a", a_shape);
        migraphx::shape c_shape{DType, {2, 3, 3}};
        auto pc = mm->add_parameter("c", c_shape);
        mm->add_instruction(
            migraphx::make_op("quant_convolution",
                              {{"padding", {0}}, {"stride", {1}}, {"dilation", {1}}}),
            pa,
            pc);
        return p;
    }
};

template struct quant_conv_1d<migraphx::shape::int8_type>;
// MLIR 1D convolution is not supported in MIGraphX yet. Enable this through MIOpen route later.
// template struct quant_conv_1d<migraphx::shape::fp8e4m3fnuz_type>;