/*************************************************************************************************** * Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved. * SPDX-License-Identifier: BSD-3-Clause * * Redistribution and use in source and binary forms, with or without * modification, are permitted provided that the following conditions are met: * * 1. Redistributions of source code must retain the above copyright notice, this * list of conditions and the following disclaimer. * * 2. Redistributions in binary form must reproduce the above copyright notice, * this list of conditions and the following disclaimer in the documentation * and/or other materials provided with the distribution. * * 3. Neither the name of the copyright holder nor the names of its * contributors may be used to endorse or promote products derived from * this software without specific prior written permission. * * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE * DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE * FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL * DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR * SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER * CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, * OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE * OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. * **************************************************************************************************/ /* \file \brief */ #include "cutlass/cutlass.h" #include "cutlass/library/library.h" #include "cutlass/library/manifest.h" #include "conv_reference_operation.h" ///////////////////////////////////////////////////////////////////////////////////////////////// namespace cutlass { namespace library { /////////////////////////////////////////////////////////////////////////////////////////////////// void initialize_conv3d_reference_operations(Manifest &manifest) { make_conv_all< 3, cutlass::half_t, cutlass::layout::TensorNDHWC, cutlass::half_t, cutlass::layout::TensorNDHWC, cutlass::half_t, cutlass::layout::TensorNDHWC, cutlass::half_t, cutlass::half_t >(manifest); make_conv_all< 3, cutlass::half_t, cutlass::layout::TensorNDHWC, cutlass::half_t, cutlass::layout::TensorNDHWC, cutlass::half_t, cutlass::layout::TensorNDHWC, float, float >(manifest); make_conv_all< 3, cutlass::half_t, cutlass::layout::TensorNDHWC, cutlass::half_t, cutlass::layout::TensorNDHWC, float, cutlass::layout::TensorNDHWC, float, float >(manifest); make_conv_all< 3, cutlass::bfloat16_t, cutlass::layout::TensorNDHWC, cutlass::bfloat16_t, cutlass::layout::TensorNDHWC, cutlass::bfloat16_t, cutlass::layout::TensorNDHWC, float, float >(manifest); make_conv_all< 3, cutlass::bfloat16_t, cutlass::layout::TensorNDHWC, cutlass::bfloat16_t, cutlass::layout::TensorNDHWC, float, cutlass::layout::TensorNDHWC, float, float >(manifest); make_conv_all< 3, cutlass::tfloat32_t, cutlass::layout::TensorNDHWC, cutlass::tfloat32_t, cutlass::layout::TensorNDHWC, cutlass::tfloat32_t, cutlass::layout::TensorNDHWC, float, float >(manifest); make_conv_all< 3, cutlass::tfloat32_t, cutlass::layout::TensorNDHWC, cutlass::tfloat32_t, cutlass::layout::TensorNDHWC, float, cutlass::layout::TensorNDHWC, float, float >(manifest); make_conv_all< 3, float, cutlass::layout::TensorNDHWC, float, cutlass::layout::TensorNDHWC, float, cutlass::layout::TensorNDHWC, float, float >(manifest); make_conv_fprop< 3, int8_t, cutlass::layout::TensorNDHWC, int8_t, cutlass::layout::TensorNDHWC, int32_t, cutlass::layout::TensorNDHWC, int32_t, int32_t, NumericConverterClamp >(manifest); make_conv_fprop< 3, int8_t, cutlass::layout::TensorNDHWC, int8_t, cutlass::layout::TensorNDHWC, int8_t, cutlass::layout::TensorNDHWC, float, int32_t, NumericConverterClamp >(manifest); make_conv_fprop< 3, uint8_t, cutlass::layout::TensorNDHWC, uint8_t, cutlass::layout::TensorNDHWC, int32_t, cutlass::layout::TensorNDHWC, int32_t, int32_t, NumericConverterClamp >(manifest); make_conv_fprop< 3, uint8_t, cutlass::layout::TensorNDHWC, uint8_t, cutlass::layout::TensorNDHWC, int8_t, cutlass::layout::TensorNDHWC, float, int32_t, NumericConverterClamp >(manifest); make_conv_fprop< 3, cutlass::int4b_t, cutlass::layout::TensorNDHWC, cutlass::int4b_t, cutlass::layout::TensorNDHWC, int32_t, cutlass::layout::TensorNDHWC, int32_t, int32_t, NumericConverterClamp >(manifest); make_conv_fprop< 3, cutlass::int4b_t, cutlass::layout::TensorNDHWC, cutlass::int4b_t, cutlass::layout::TensorNDHWC, cutlass::int4b_t, cutlass::layout::TensorNDHWC, float, int32_t, NumericConverterClamp >(manifest); make_conv_fprop< 3, cutlass::uint4b_t, cutlass::layout::TensorNDHWC, cutlass::uint4b_t, cutlass::layout::TensorNDHWC, int32_t, cutlass::layout::TensorNDHWC, int32_t, int32_t, NumericConverterClamp >(manifest); make_conv_fprop< 3, cutlass::uint4b_t, cutlass::layout::TensorNDHWC, cutlass::uint4b_t, cutlass::layout::TensorNDHWC, cutlass::uint4b_t, cutlass::layout::TensorNDHWC, float, int32_t, NumericConverterClamp >(manifest); } ///////////////////////////////////////////////////////////////////////////////////////////////// } // namespace library } // namespace cutlass /////////////////////////////////////////////////////////////////////////////////////////////////