gather.cpp

/*
 * The MIT License (MIT)
 *
 * 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 <migraphx/shape.hpp>
#include <migraphx/argument.hpp>
#include <migraphx/gpu/device/gather.hpp>
#include <migraphx/gpu/device/tensor.hpp>
#include <migraphx/gpu/device/launch.hpp>
#include <migraphx/gpu/device/types.hpp>

namespace migraphx {
inline namespace MIGRAPHX_INLINE_NS {
namespace gpu {
namespace device {

argument gather(hipStream_t stream, argument result, argument arg1, argument arg2, int64_t axis)
{
    const auto& input_shape = arg1.get_shape();
    auto lens               = input_shape.lens();
    auto axis_dim_size      = lens[axis];
    lens[axis]              = arg2.get_shape().elements();
    shape out_comp_shape{result.get_shape().type(), lens};
    std::size_t nelements = result.get_shape().elements();

    visit_all(result, arg1)([&](auto output, auto input_v) {
        hip_visit_views(input_v, out_comp_shape)([&](auto input, auto out_comp) {
            arg2.visit([&](auto indices) {
                const auto* indices_ptr = device_cast(indices.data());
                auto* output_ptr        = device_cast(output.data());
                gs_launch(stream, nelements, 256)([=](auto i) __device__ {
                    auto idx      = out_comp.multi(i);
                    auto in_index = indices_ptr[idx[axis]];
                    in_index      = (in_index < 0) ? in_index + axis_dim_size : in_index;
                    idx[axis]     = in_index;
                    output_ptr[i] = input[idx];
                });
            });
        });
    });

    return result;
}

} // namespace device
} // namespace gpu
} // namespace MIGRAPHX_INLINE_NS
} // namespace migraphx