/******************************************************************************* * * MIT License * * Copyright (c) 2020 Advanced Micro Devices, Inc. * * 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 #include #include #include #include #include #include MIOPEN_DECLARE_ENV_VAR(MIOPEN_DEBUG_CONV_IMPLICIT_GEMM_ASM_FWD_GTC_XDLOPS) namespace miopen { namespace solver { static const inline std::vector& GetImplicitGemmGtcDynamicFwdXdlopsTunablesList() { // list all the dynamic igemm conv-fwd kernels // clang-format off static const std::vector kernel_param_list { { "fwd", miopenFloat, 4, 0, 128, 256, 16, 32, 64, 1, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 4, 4, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 4, 1, 128, 256, 16, 32, 64, 1, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 4, 4, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 1, 0, 128, 256, 16, 32, 64, 1, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 4, 4, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 1, 1, 128, 256, 16, 32, 64, 1, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 4, 4, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 4, 0, 128, 256, 16, 32, 64, 1, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenFloat, 4, 1, 128, 256, 16, 32, 64, 1, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenFloat, 1, 0, 128, 256, 16, 32, 64, 1, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenFloat, 1, 1, 128, 256, 16, 32, 64, 1, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenFloat, 4, 0, 128, 256, 8, 32, 64, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 2, 1, 128}, {1, 4, 2, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenFloat, 4, 1, 128, 256, 8, 32, 64, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 2, 1, 128}, {1, 4, 2, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenFloat, 1, 0, 128, 256, 8, 32, 64, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 2, 1, 128}, {1, 4, 2, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenFloat, 1, 1, 128, 256, 8, 32, 64, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 2, 1, 128}, {1, 4, 2, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenFloat, 4, 0, 128, 256, 8, 32, 64, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 2, 1, 128}, {1, 1, 8, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenFloat, 4, 1, 128, 256, 8, 32, 64, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 2, 1, 128}, {1, 1, 8, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenFloat, 1, 0, 128, 256, 8, 32, 64, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 2, 1, 128}, {1, 1, 8, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenFloat, 1, 1, 128, 256, 8, 32, 64, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 2, 1, 128}, {1, 1, 8, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenFloat, 4, 0, 256, 128, 16, 64, 32, 1, 1, 1, 2, 2, {1, 4, 4, 1}, {1, 4, 1, 64}, {1, 4, 2, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 4, 1, 256, 128, 16, 64, 32, 1, 1, 1, 2, 2, {1, 4, 4, 1}, {1, 4, 1, 64}, {1, 4, 2, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 1, 0, 256, 128, 16, 64, 32, 1, 1, 1, 2, 2, {1, 4, 4, 1}, {1, 4, 1, 64}, {1, 4, 2, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 1, 1, 256, 128, 16, 64, 32, 1, 1, 1, 2, 2, {1, 4, 4, 1}, {1, 4, 1, 64}, {1, 4, 2, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 4, 0, 256, 128, 16, 64, 32, 1, 1, 1, 2, 2, {1, 4, 4, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenFloat, 4, 1, 256, 128, 16, 64, 32, 1, 1, 1, 2, 2, {1, 4, 4, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenFloat, 1, 0, 256, 128, 16, 64, 32, 1, 1, 1, 2, 2, {1, 4, 4, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenFloat, 1, 1, 256, 128, 16, 64, 32, 1, 1, 1, 2, 2, {1, 4, 4, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenFloat, 4, 0, 256, 128, 8, 64, 32, 1, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenFloat, 4, 1, 256, 128, 8, 64, 32, 1, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenFloat, 1, 0, 256, 128, 8, 64, 32, 1, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenFloat, 1, 1, 256, 128, 8, 64, 32, 1, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenFloat, 4, 0, 256, 128, 8, 64, 32, 1, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenFloat, 4, 1, 256, 128, 8, 64, 32, 1, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenFloat, 1, 0, 256, 128, 8, 64, 32, 1, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenFloat, 1, 1, 256, 128, 8, 64, 32, 1, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenFloat, 4, 0, 64, 256, 16, 16, 64, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 4, 1, 64}, {1, 4, 4, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 4, 1, 64, 256, 16, 16, 64, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 4, 1, 64}, {1, 4, 4, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 1, 0, 64, 256, 16, 16, 64, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 4, 1, 64}, {1, 4, 4, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 1, 1, 64, 256, 16, 16, 64, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 4, 1, 64}, {1, 4, 4, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 4, 0, 64, 256, 16, 16, 64, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 4, 1, 64}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenFloat, 4, 1, 64, 256, 16, 16, 64, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 4, 1, 64}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenFloat, 1, 0, 64, 256, 16, 16, 64, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 4, 1, 64}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenFloat, 1, 1, 64, 256, 16, 16, 64, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 4, 1, 64}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenFloat, 4, 0, 64, 256, 8, 16, 64, 1, 1, 1, 2, 2, {1, 2, 1, 1}, {1, 4, 1, 64}, {1, 4, 2, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenFloat, 4, 1, 64, 256, 8, 16, 64, 1, 1, 1, 2, 2, {1, 2, 1, 1}, {1, 4, 1, 64}, {1, 4, 2, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenFloat, 1, 0, 64, 256, 8, 16, 64, 1, 1, 1, 2, 2, {1, 2, 1, 1}, {1, 4, 1, 64}, {1, 4, 2, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenFloat, 1, 1, 64, 256, 8, 16, 64, 1, 1, 1, 2, 2, {1, 2, 1, 1}, {1, 4, 1, 64}, {1, 4, 2, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenFloat, 4, 0, 64, 256, 8, 16, 64, 1, 1, 1, 2, 2, {1, 2, 1, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenFloat, 4, 1, 64, 256, 8, 16, 64, 1, 1, 1, 2, 2, {1, 2, 1, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenFloat, 1, 0, 64, 256, 8, 16, 64, 1, 1, 1, 2, 2, {1, 2, 1, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenFloat, 1, 1, 64, 256, 8, 16, 64, 1, 1, 1, 2, 2, {1, 2, 1, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenFloat, 4, 0, 64, 256, 4, 16, 64, 1, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 4, 1, 64}, {1, 4, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenFloat, 4, 1, 64, 256, 4, 16, 64, 1, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 4, 1, 64}, {1, 4, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenFloat, 1, 0, 64, 256, 4, 16, 64, 1, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 4, 1, 64}, {1, 4, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenFloat, 1, 1, 64, 256, 4, 16, 64, 1, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 4, 1, 64}, {1, 4, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenFloat, 4, 0, 64, 256, 4, 16, 64, 1, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 4, 1, 64}, {1, 1, 4, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 4, 1, 64, 256, 4, 16, 64, 1, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 4, 1, 64}, {1, 1, 4, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 1, 0, 64, 256, 4, 16, 64, 1, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 4, 1, 64}, {1, 1, 4, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 1, 1, 64, 256, 4, 16, 64, 1, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 4, 1, 64}, {1, 1, 4, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 4, 0, 128, 128, 16, 32, 32, 1, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 4, 2, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 4, 1, 128, 128, 16, 32, 32, 1, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 4, 2, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 1, 0, 128, 128, 16, 32, 32, 1, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 4, 2, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 1, 1, 128, 128, 16, 32, 32, 1, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 4, 2, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 4, 0, 128, 128, 16, 32, 32, 1, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenFloat, 4, 1, 128, 128, 16, 32, 32, 1, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenFloat, 1, 0, 128, 128, 16, 32, 32, 1, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenFloat, 1, 1, 128, 128, 16, 32, 32, 1, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenFloat, 4, 0, 128, 128, 8, 32, 32, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 2, 1, 128}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenFloat, 4, 1, 128, 128, 8, 32, 32, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 2, 1, 128}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenFloat, 1, 0, 128, 128, 8, 32, 32, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 2, 1, 128}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenFloat, 1, 1, 128, 128, 8, 32, 32, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 2, 1, 128}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenFloat, 4, 0, 128, 128, 8, 32, 32, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 2, 1, 128}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenFloat, 4, 1, 128, 128, 8, 32, 32, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 2, 1, 128}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenFloat, 1, 0, 128, 128, 8, 32, 32, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 2, 1, 128}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenFloat, 1, 1, 128, 128, 8, 32, 32, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 2, 1, 128}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenFloat, 4, 0, 256, 64, 16, 64, 16, 1, 1, 1, 2, 2, {1, 4, 4, 1}, {1, 4, 1, 64}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 4, 1, 256, 64, 16, 64, 16, 1, 1, 1, 2, 2, {1, 4, 4, 1}, {1, 4, 1, 64}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 1, 0, 256, 64, 16, 64, 16, 1, 1, 1, 2, 2, {1, 4, 4, 1}, {1, 4, 1, 64}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 1, 1, 256, 64, 16, 64, 16, 1, 1, 1, 2, 2, {1, 4, 4, 1}, {1, 4, 1, 64}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 4, 0, 256, 64, 16, 64, 16, 1, 1, 1, 2, 2, {1, 4, 4, 1}, {1, 4, 1, 64}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenFloat, 4, 1, 256, 64, 16, 64, 16, 1, 1, 1, 2, 2, {1, 4, 4, 1}, {1, 4, 1, 64}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenFloat, 1, 0, 256, 64, 16, 64, 16, 1, 1, 1, 2, 2, {1, 4, 4, 1}, {1, 4, 1, 64}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenFloat, 1, 1, 256, 64, 16, 64, 16, 1, 1, 1, 2, 2, {1, 4, 4, 1}, {1, 4, 1, 64}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenFloat, 4, 0, 256, 64, 8, 64, 16, 1, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 2, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 4, 1, 256, 64, 8, 64, 16, 1, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 2, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 1, 0, 256, 64, 8, 64, 16, 1, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 2, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 1, 1, 256, 64, 8, 64, 16, 1, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 2, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 4, 0, 256, 64, 8, 64, 16, 1, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 1, 2, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenFloat, 4, 1, 256, 64, 8, 64, 16, 1, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 1, 2, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenFloat, 1, 0, 256, 64, 8, 64, 16, 1, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 1, 2, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenFloat, 1, 1, 256, 64, 8, 64, 16, 1, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 1, 2, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenFloat, 4, 0, 256, 64, 4, 64, 16, 1, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 2, 1, 128}, {1, 1, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 4, 1, 256, 64, 4, 64, 16, 1, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 2, 1, 128}, {1, 1, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 1, 0, 256, 64, 4, 64, 16, 1, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 2, 1, 128}, {1, 1, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 1, 1, 256, 64, 4, 64, 16, 1, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 2, 1, 128}, {1, 1, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 4, 0, 32, 256, 16, 4, 64, 1, 2, 1, 2, 2, {1, 2, 1, 1}, {1, 8, 1, 32}, {1, 4, 4, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 4, 1, 32, 256, 16, 4, 64, 1, 2, 1, 2, 2, {1, 2, 1, 1}, {1, 8, 1, 32}, {1, 4, 4, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 1, 0, 32, 256, 16, 4, 64, 1, 2, 1, 2, 2, {1, 2, 1, 1}, {1, 8, 1, 32}, {1, 4, 4, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 1, 1, 32, 256, 16, 4, 64, 1, 2, 1, 2, 2, {1, 2, 1, 1}, {1, 8, 1, 32}, {1, 4, 4, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 4, 0, 32, 256, 16, 4, 64, 1, 2, 1, 2, 2, {1, 2, 1, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenFloat, 4, 1, 32, 256, 16, 4, 64, 1, 2, 1, 2, 2, {1, 2, 1, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenFloat, 1, 0, 32, 256, 16, 4, 64, 1, 2, 1, 2, 2, {1, 2, 1, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenFloat, 1, 1, 32, 256, 16, 4, 64, 1, 2, 1, 2, 2, {1, 2, 1, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenFloat, 4, 0, 32, 256, 8, 4, 64, 1, 2, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 4, 2, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenFloat, 4, 1, 32, 256, 8, 4, 64, 1, 2, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 4, 2, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenFloat, 1, 0, 32, 256, 8, 4, 64, 1, 2, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 4, 2, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenFloat, 1, 1, 32, 256, 8, 4, 64, 1, 2, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 4, 2, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenFloat, 4, 0, 32, 256, 8, 4, 64, 1, 2, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 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1, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 1, 0, 128, 64, 4, 32, 8, 1, 1, 2, 2, 2, {1, 2, 1, 1}, {1, 2, 1, 128}, {1, 1, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 1, 1, 128, 64, 4, 32, 8, 1, 1, 2, 2, 2, {1, 2, 1, 1}, {1, 2, 1, 128}, {1, 1, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 4, 0, 256, 32, 16, 64, 4, 1, 1, 2, 2, 2, {1, 4, 4, 1}, {1, 4, 1, 64}, {1, 2, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenFloat, 4, 1, 256, 32, 16, 64, 4, 1, 1, 2, 2, 2, {1, 4, 4, 1}, {1, 4, 1, 64}, {1, 2, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenFloat, 1, 0, 256, 32, 16, 64, 4, 1, 1, 2, 2, 2, {1, 4, 4, 1}, {1, 4, 1, 64}, {1, 2, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenFloat, 1, 1, 256, 32, 16, 64, 4, 1, 1, 2, 2, 2, {1, 4, 4, 1}, {1, 4, 1, 64}, {1, 2, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenFloat, 4, 0, 256, 32, 16, 64, 4, 1, 1, 2, 2, 2, {1, 4, 4, 1}, {1, 4, 1, 64}, {1, 1, 2, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenFloat, 4, 1, 256, 32, 16, 64, 4, 1, 1, 2, 2, 2, {1, 4, 4, 1}, {1, 4, 1, 64}, {1, 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32}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenFloat, 4, 1, 32, 128, 8, 8, 32, 1, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenFloat, 1, 0, 32, 128, 8, 8, 32, 1, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenFloat, 1, 1, 32, 128, 8, 8, 32, 1, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenFloat, 4, 0, 32, 128, 8, 8, 32, 1, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenFloat, 4, 1, 32, 128, 8, 8, 32, 1, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenFloat, 1, 0, 32, 128, 8, 8, 32, 1, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenFloat, 1, 1, 32, 128, 8, 8, 32, 1, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenFloat, 1, 0, 64, 64, 64, 16, 16, 1, 1, 1, 2, 2, {1, 4, 1, 4}, {1, 16, 1, 16}, {1, 16, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 4, 0, 64, 64, 16, 16, 16, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 4, 1, 64}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 4, 1, 64, 64, 16, 16, 16, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 4, 1, 64}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 1, 0, 64, 64, 16, 16, 16, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 4, 1, 64}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 1, 1, 64, 64, 16, 16, 16, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 4, 1, 64}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 4, 0, 64, 64, 16, 16, 16, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 4, 1, 64}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenFloat, 4, 1, 64, 64, 16, 16, 16, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 4, 1, 64}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenFloat, 1, 0, 64, 64, 16, 16, 16, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 4, 1, 64}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenFloat, 1, 1, 64, 64, 16, 16, 16, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 4, 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64}, {1, 1, 2, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenFloat, 4, 0, 128, 32, 8, 32, 8, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 2, 1, 128}, {1, 1, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenFloat, 4, 1, 128, 32, 8, 32, 8, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 2, 1, 128}, {1, 1, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenFloat, 1, 0, 128, 32, 8, 32, 8, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 2, 1, 128}, {1, 1, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenFloat, 1, 1, 128, 32, 8, 32, 8, 1, 1, 1, 2, 2, {1, 4, 1, 1}, {1, 2, 1, 128}, {1, 1, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenFloat, 4, 0, 32, 64, 16, 8, 32, 1, 2, 1, 1, 1, {1, 2, 1, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 4, 1, 32, 64, 16, 8, 32, 1, 2, 1, 1, 1, {1, 2, 1, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 1, 0, 32, 64, 16, 8, 32, 1, 2, 1, 1, 1, {1, 2, 1, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 1, 1, 32, 64, 16, 8, 32, 1, 2, 1, 1, 1, {1, 2, 1, 1}, {1, 8, 1, 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1, 32}, 0}, { "fwd", miopenFloat, 4, 0, 16, 64, 16, 4, 64, 1, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 16}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 4, 1, 16, 64, 16, 4, 64, 1, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 16}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 1, 0, 16, 64, 16, 4, 64, 1, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 16}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 1, 1, 16, 64, 16, 4, 64, 1, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 16}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenFloat, 4, 0, 16, 64, 16, 4, 64, 1, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 16}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenFloat, 4, 1, 16, 64, 16, 4, 64, 1, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 16}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenFloat, 1, 0, 16, 64, 16, 4, 64, 1, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 16}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenFloat, 1, 1, 16, 64, 16, 4, 64, 1, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 16}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenFloat, 4, 0, 16, 64, 16, 4, 64, 1, 2, 1, 1, 1, {1, 2, 1, 1}, {1, 8, 1, 16}, {1, 4, 2, 1}, {1, 4, 1, 32}, 0}, { "fwd", miopenFloat, 4, 1, 16, 64, 16, 4, 64, 1, 2, 1, 1, 1, {1, 2, 1, 1}, {1, 8, 1, 16}, {1, 4, 2, 1}, {1, 4, 1, 32}, 0}, { "fwd", miopenFloat, 1, 0, 16, 64, 16, 4, 64, 1, 2, 1, 1, 1, {1, 2, 1, 1}, {1, 8, 1, 16}, {1, 4, 2, 1}, {1, 4, 1, 32}, 0}, { "fwd", miopenFloat, 1, 1, 16, 64, 16, 4, 64, 1, 2, 1, 1, 1, {1, 2, 1, 1}, {1, 8, 1, 16}, {1, 4, 2, 1}, {1, 4, 1, 32}, 0}, { "fwd", miopenFloat, 4, 0, 16, 64, 16, 4, 64, 1, 2, 1, 1, 1, {1, 2, 1, 1}, {1, 8, 1, 16}, {1, 1, 8, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenFloat, 4, 1, 16, 64, 16, 4, 64, 1, 2, 1, 1, 1, {1, 2, 1, 1}, {1, 8, 1, 16}, {1, 1, 8, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenFloat, 1, 0, 16, 64, 16, 4, 64, 1, 2, 1, 1, 1, {1, 2, 1, 1}, {1, 8, 1, 16}, {1, 1, 8, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenFloat, 1, 1, 16, 64, 16, 4, 64, 1, 2, 1, 1, 1, {1, 2, 1, 1}, {1, 8, 1, 16}, {1, 1, 8, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenFloat, 4, 0, 16, 64, 8, 4, 64, 1, 2, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 4, 1, 1}, {1, 2, 1, 64}, 0}, { "fwd", miopenFloat, 4, 1, 16, 64, 8, 4, 64, 1, 2, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 4, 1, 1}, {1, 2, 1, 64}, 0}, { "fwd", miopenFloat, 1, 0, 16, 64, 8, 4, 64, 1, 2, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 4, 1, 1}, {1, 2, 1, 64}, 0}, { "fwd", miopenFloat, 1, 1, 16, 64, 8, 4, 64, 1, 2, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 4, 1, 1}, {1, 2, 1, 64}, 0}, { "fwd", miopenFloat, 4, 0, 16, 64, 8, 4, 64, 1, 2, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 1, 4, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenFloat, 4, 1, 16, 64, 8, 4, 64, 1, 2, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 1, 4, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenFloat, 1, 0, 16, 64, 8, 4, 64, 1, 2, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 1, 4, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenFloat, 1, 1, 16, 64, 8, 4, 64, 1, 2, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 1, 4, 1}, {1, 8, 1, 16}, 0}, { "fwd", 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"fwd", miopenFloat, 4, 0, 64, 16, 16, 64, 4, 1, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 32}, {1, 1, 2, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenFloat, 4, 1, 64, 16, 16, 64, 4, 1, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 32}, {1, 1, 2, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenFloat, 1, 0, 64, 16, 16, 64, 4, 1, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 32}, {1, 1, 2, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenFloat, 1, 1, 64, 16, 16, 64, 4, 1, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 32}, {1, 1, 2, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenFloat, 4, 0, 64, 16, 8, 64, 4, 1, 1, 2, 1, 1, {1, 4, 1, 1}, {1, 2, 1, 64}, {1, 1, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenFloat, 4, 1, 64, 16, 8, 64, 4, 1, 1, 2, 1, 1, {1, 4, 1, 1}, {1, 2, 1, 64}, {1, 1, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenFloat, 1, 0, 64, 16, 8, 64, 4, 1, 1, 2, 1, 1, {1, 4, 1, 1}, {1, 2, 1, 64}, {1, 1, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenFloat, 1, 1, 64, 16, 8, 64, 4, 1, 1, 2, 1, 1, {1, 4, 1, 1}, {1, 2, 1, 64}, {1, 1, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenFloat, 4, 0, 8, 64, 16, 4, 64, 1, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 8}, {1, 4, 2, 1}, {1, 4, 1, 32}, 0}, { "fwd", miopenFloat, 4, 1, 8, 64, 16, 4, 64, 1, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 8}, {1, 4, 2, 1}, {1, 4, 1, 32}, 0}, { "fwd", miopenFloat, 1, 0, 8, 64, 16, 4, 64, 1, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 8}, {1, 4, 2, 1}, {1, 4, 1, 32}, 0}, { "fwd", miopenFloat, 1, 1, 8, 64, 16, 4, 64, 1, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 8}, {1, 4, 2, 1}, {1, 4, 1, 32}, 0}, { "fwd", miopenFloat, 4, 0, 8, 64, 16, 4, 64, 1, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 8}, {1, 1, 8, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenFloat, 4, 1, 8, 64, 16, 4, 64, 1, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 8}, {1, 1, 8, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenFloat, 1, 0, 8, 64, 16, 4, 64, 1, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 8}, {1, 1, 8, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenFloat, 1, 1, 8, 64, 16, 4, 64, 1, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 8}, {1, 1, 8, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenFloat, 4, 0, 16, 32, 16, 8, 32, 1, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 4, 1, 1}, {1, 4, 1, 32}, 0}, { "fwd", miopenFloat, 4, 1, 16, 32, 16, 8, 32, 1, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 4, 1, 1}, {1, 4, 1, 32}, 0}, { "fwd", miopenFloat, 1, 0, 16, 32, 16, 8, 32, 1, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 4, 1, 1}, {1, 4, 1, 32}, 0}, { "fwd", miopenFloat, 1, 1, 16, 32, 16, 8, 32, 1, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 4, 1, 1}, {1, 4, 1, 32}, 0}, { "fwd", miopenFloat, 4, 0, 16, 32, 16, 8, 32, 1, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 1, 4, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenFloat, 4, 1, 16, 32, 16, 8, 32, 1, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 1, 4, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenFloat, 1, 0, 16, 32, 16, 8, 32, 1, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 1, 4, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenFloat, 1, 1, 16, 32, 16, 8, 32, 1, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 1, 4, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenFloat, 4, 0, 16, 32, 16, 8, 32, 1, 2, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 8}, {1, 4, 2, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenFloat, 4, 1, 16, 32, 16, 8, 32, 1, 2, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 8}, {1, 4, 2, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenFloat, 1, 0, 16, 32, 16, 8, 32, 1, 2, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 8}, {1, 4, 2, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenFloat, 1, 1, 16, 32, 16, 8, 32, 1, 2, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 8}, {1, 4, 2, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenFloat, 4, 0, 16, 32, 16, 8, 32, 1, 2, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 8}, {1, 1, 8, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenFloat, 4, 1, 16, 32, 16, 8, 32, 1, 2, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 8}, {1, 1, 8, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenFloat, 1, 0, 16, 32, 16, 8, 32, 1, 2, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 8}, {1, 1, 8, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenFloat, 1, 1, 16, 32, 16, 8, 32, 1, 2, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 8}, {1, 1, 8, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenFloat, 4, 0, 16, 32, 8, 8, 32, 1, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 8}, {1, 4, 1, 1}, {1, 2, 1, 32}, 0}, { "fwd", miopenFloat, 4, 1, 16, 32, 8, 8, 32, 1, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 8}, {1, 4, 1, 1}, {1, 2, 1, 32}, 0}, { "fwd", miopenFloat, 1, 0, 16, 32, 8, 8, 32, 1, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 8}, {1, 4, 1, 1}, {1, 2, 1, 32}, 0}, { "fwd", miopenFloat, 1, 1, 16, 32, 8, 8, 32, 1, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 8}, {1, 4, 1, 1}, {1, 2, 1, 32}, 0}, { "fwd", miopenFloat, 4, 0, 16, 32, 8, 8, 32, 1, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 8}, {1, 1, 4, 1}, {1, 8, 1, 8}, 0}, { "fwd", miopenFloat, 4, 1, 16, 32, 8, 8, 32, 1, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 8}, {1, 1, 4, 1}, {1, 8, 1, 8}, 0}, { "fwd", miopenFloat, 1, 0, 16, 32, 8, 8, 32, 1, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 8}, {1, 1, 4, 1}, {1, 8, 1, 8}, 0}, { "fwd", miopenFloat, 1, 1, 16, 32, 8, 8, 32, 1, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 8}, {1, 1, 4, 1}, {1, 8, 1, 8}, 0}, { "fwd", miopenFloat, 4, 0, 32, 16, 16, 32, 8, 1, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 16}, {1, 2, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenFloat, 4, 1, 32, 16, 16, 32, 8, 1, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 16}, {1, 2, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenFloat, 1, 0, 32, 16, 16, 32, 8, 1, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 16}, {1, 2, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenFloat, 1, 1, 32, 16, 16, 32, 8, 1, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 16}, {1, 2, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenFloat, 4, 0, 32, 16, 16, 32, 8, 1, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 16}, {1, 1, 2, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenFloat, 4, 1, 32, 16, 16, 32, 8, 1, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 16}, {1, 1, 2, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenFloat, 1, 0, 32, 16, 16, 32, 8, 1, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 16}, {1, 1, 2, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenFloat, 1, 1, 32, 16, 16, 32, 8, 1, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 16}, {1, 1, 2, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenFloat, 4, 0, 32, 16, 16, 32, 8, 1, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 16}, {1, 4, 1, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenFloat, 4, 1, 32, 16, 16, 32, 8, 1, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 16}, {1, 4, 1, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenFloat, 1, 0, 32, 16, 16, 32, 8, 1, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 16}, {1, 4, 1, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenFloat, 1, 1, 32, 16, 16, 32, 8, 1, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 16}, {1, 4, 1, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenFloat, 4, 0, 32, 16, 16, 32, 8, 1, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 16}, {1, 1, 4, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenFloat, 4, 1, 32, 16, 16, 32, 8, 1, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 16}, {1, 1, 4, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenFloat, 1, 0, 32, 16, 16, 32, 8, 1, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 16}, {1, 1, 4, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenFloat, 1, 1, 32, 16, 16, 32, 8, 1, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 16}, {1, 1, 4, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenFloat, 4, 0, 32, 16, 8, 32, 8, 1, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 16}, {1, 2, 1, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenFloat, 4, 1, 32, 16, 8, 32, 8, 1, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 16}, {1, 2, 1, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenFloat, 1, 0, 32, 16, 8, 32, 8, 1, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 16}, {1, 2, 1, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenFloat, 1, 1, 32, 16, 8, 32, 8, 1, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 16}, {1, 2, 1, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenFloat, 4, 0, 32, 16, 8, 32, 8, 1, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 16}, {1, 1, 2, 1}, {1, 8, 1, 8}, 0}, { "fwd", miopenFloat, 4, 1, 32, 16, 8, 32, 8, 1, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 16}, {1, 1, 2, 1}, {1, 8, 1, 8}, 0}, { "fwd", miopenFloat, 1, 0, 32, 16, 8, 32, 8, 1, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 16}, {1, 1, 2, 1}, {1, 8, 1, 8}, 0}, { "fwd", miopenFloat, 1, 1, 32, 16, 8, 32, 8, 1, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 16}, {1, 1, 2, 1}, {1, 8, 1, 8}, 0}, { "fwd", miopenFloat, 4, 0, 64, 8, 16, 64, 4, 1, 1, 1, 1, 1, {1, 1, 8, 1}, {1, 16, 1, 8}, {1, 1, 1, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenFloat, 4, 1, 64, 8, 16, 64, 4, 1, 1, 1, 1, 1, {1, 1, 8, 1}, {1, 16, 1, 8}, {1, 1, 1, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenFloat, 1, 0, 64, 8, 16, 64, 4, 1, 1, 1, 1, 1, {1, 1, 8, 1}, {1, 16, 1, 8}, {1, 1, 1, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenFloat, 1, 1, 64, 8, 16, 64, 4, 1, 1, 1, 1, 1, {1, 1, 8, 1}, {1, 16, 1, 8}, {1, 1, 1, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenFloat, 8, 1, 64, 8, 16, 64, 4, 1, 1, 1, 1, 1, {1, 1, 8, 1}, {1, 16, 1, 8}, {1, 1, 1, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenFloat, 64, 0, 4, 64, 16, 4, 64, 1, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 4}, {1, 16, 1, 1}, {1, 1, 1, 64}, 0}, { "fwd", miopenFloat, 32, 0, 4, 64, 16, 4, 64, 1, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 4}, {1, 8, 2, 1}, {1, 2, 1, 32}, 0}, { "fwd", miopenFloat, 4, 0, 4, 64, 16, 4, 64, 1, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 4}, {1, 4, 4, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenFloat, 4, 1, 4, 64, 16, 4, 64, 1, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 4}, {1, 4, 4, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenFloat, 1, 0, 4, 64, 16, 4, 64, 1, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 4}, {1, 4, 4, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenFloat, 1, 1, 4, 64, 16, 4, 64, 1, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 4}, {1, 4, 4, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenFloat, 4, 0, 4, 64, 16, 4, 64, 1, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 4}, {1, 1, 16, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenFloat, 4, 1, 4, 64, 16, 4, 64, 1, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 4}, {1, 1, 16, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenFloat, 1, 0, 4, 64, 16, 4, 64, 1, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 4}, {1, 1, 16, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenFloat, 1, 1, 4, 64, 16, 4, 64, 1, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 4}, {1, 1, 16, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenFloat, 64, 1, 4, 64, 16, 4, 64, 1, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 4}, {1, 16, 1, 1}, {1, 1, 1, 64}, 0}, { "fwd", miopenFloat, 16, 0, 16, 16, 4, 16, 16, 1, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 4, 1, 16}, {1, 1, 1, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenFloat, 16, 1, 16, 16, 4, 16, 16, 1, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 4, 1, 16}, {1, 1, 1, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenFloat, 4, 0, 64, 4, 16, 64, 4, 1, 1, 1, 1, 1, {1, 1, 16, 1}, {1, 16, 1, 4}, {1, 1, 1, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenFloat, 4, 1, 64, 4, 16, 64, 4, 1, 1, 1, 1, 1, {1, 1, 16, 1}, {1, 16, 1, 4}, {1, 1, 1, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenFloat, 1, 0, 64, 4, 16, 64, 4, 1, 1, 1, 1, 1, {1, 1, 16, 1}, {1, 16, 1, 4}, {1, 1, 1, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenFloat, 1, 1, 64, 4, 16, 64, 4, 1, 1, 1, 1, 1, {1, 1, 16, 1}, {1, 16, 1, 4}, {1, 1, 1, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenHalf, 16, 0, 256, 128, 32, 32, 32, 8, 2, 1, 2, 2, {1, 8, 4, 1}, {1, 4, 1, 64}, {1, 16, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 0, 256, 128, 32, 32, 32, 8, 2, 1, 2, 2, {1, 8, 4, 1}, {1, 4, 1, 64}, {1, 16, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 0, 256, 128, 32, 32, 32, 8, 2, 1, 2, 2, {1, 8, 4, 1}, {1, 4, 1, 64}, {1, 16, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 1, 256, 128, 32, 32, 32, 8, 2, 1, 2, 2, {1, 8, 4, 1}, {1, 4, 1, 64}, {1, 16, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 1, 256, 128, 32, 32, 32, 8, 2, 1, 2, 2, {1, 8, 4, 1}, {1, 4, 1, 64}, {1, 16, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 1, 256, 128, 32, 32, 32, 8, 2, 1, 2, 2, {1, 8, 4, 1}, {1, 4, 1, 64}, {1, 16, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 0, 256, 128, 32, 32, 32, 8, 2, 1, 2, 2, {1, 8, 4, 1}, {1, 4, 1, 64}, {1, 1, 16, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 1, 0, 256, 128, 32, 32, 32, 8, 2, 1, 2, 2, {1, 8, 4, 1}, {1, 4, 1, 64}, {1, 1, 16, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 4, 1, 256, 128, 32, 32, 32, 8, 2, 1, 2, 2, {1, 8, 4, 1}, {1, 4, 1, 64}, {1, 1, 16, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 1, 1, 256, 128, 32, 32, 32, 8, 2, 1, 2, 2, {1, 8, 4, 1}, {1, 4, 1, 64}, {1, 1, 16, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 16, 0, 256, 128, 16, 64, 32, 4, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 0, 256, 128, 16, 32, 32, 8, 2, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 0, 256, 128, 16, 64, 32, 4, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 0, 256, 128, 16, 32, 32, 8, 2, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 0, 256, 128, 16, 64, 32, 4, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 0, 256, 128, 16, 32, 32, 8, 2, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 1, 256, 128, 16, 64, 32, 4, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 1, 256, 128, 16, 32, 32, 8, 2, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 1, 256, 128, 16, 64, 32, 4, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 1, 256, 128, 16, 32, 32, 8, 2, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 1, 256, 128, 16, 64, 32, 4, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 1, 256, 128, 16, 32, 32, 8, 2, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 0, 256, 128, 16, 64, 32, 4, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 256, 128, 16, 32, 32, 8, 2, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 256, 128, 16, 64, 32, 4, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 256, 128, 16, 32, 32, 8, 2, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 256, 128, 16, 64, 32, 4, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 256, 128, 16, 32, 32, 8, 2, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 256, 128, 16, 64, 32, 4, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 256, 128, 16, 32, 32, 8, 2, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 256, 128, 16, 64, 32, 4, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 256, 128, 16, 32, 32, 8, 2, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 256, 128, 16, 64, 32, 4, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 256, 128, 16, 32, 32, 8, 2, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 256, 128, 8, 64, 32, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 0, 256, 128, 8, 64, 32, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 0, 256, 128, 8, 64, 32, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 1, 256, 128, 8, 64, 32, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 1, 256, 128, 8, 64, 32, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 1, 256, 128, 8, 64, 32, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 0, 256, 128, 8, 64, 32, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 256, 128, 8, 64, 32, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 0, 256, 128, 8, 64, 32, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 1, 256, 128, 8, 64, 32, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 1, 256, 128, 8, 64, 32, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 1, 256, 128, 8, 64, 32, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 0, 128, 256, 32, 32, 32, 8, 1, 2, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 32, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 4, 0, 128, 256, 32, 32, 32, 8, 1, 2, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 32, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 1, 0, 128, 256, 32, 32, 32, 8, 1, 2, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 32, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 16, 1, 128, 256, 32, 32, 32, 8, 1, 2, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 32, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 4, 1, 128, 256, 32, 32, 32, 8, 1, 2, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 32, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 1, 1, 128, 256, 32, 32, 32, 8, 1, 2, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 32, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 4, 0, 128, 256, 32, 32, 32, 8, 1, 2, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 1, 32, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 1, 0, 128, 256, 32, 32, 32, 8, 1, 2, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 1, 32, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 4, 1, 128, 256, 32, 32, 32, 8, 1, 2, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 1, 32, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 1, 1, 128, 256, 32, 32, 32, 8, 1, 2, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 1, 32, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 16, 0, 128, 256, 16, 32, 64, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 16, 0, 128, 256, 16, 32, 32, 8, 1, 2, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 4, 0, 128, 256, 16, 32, 64, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 4, 0, 128, 256, 16, 32, 32, 8, 1, 2, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 1, 0, 128, 256, 16, 32, 64, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 1, 0, 128, 256, 16, 32, 32, 8, 1, 2, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 16, 1, 128, 256, 16, 32, 64, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 16, 1, 128, 256, 16, 32, 32, 8, 1, 2, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 4, 1, 128, 256, 16, 32, 64, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 4, 1, 128, 256, 16, 32, 32, 8, 1, 2, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 1, 1, 128, 256, 16, 32, 64, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 1, 1, 128, 256, 16, 32, 32, 8, 1, 2, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 16, 0, 128, 256, 16, 32, 64, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 128, 256, 16, 32, 32, 8, 1, 2, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 128, 256, 16, 32, 64, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 128, 256, 16, 32, 32, 8, 1, 2, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 128, 256, 16, 32, 64, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 128, 256, 16, 32, 32, 8, 1, 2, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 128, 256, 16, 32, 64, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 128, 256, 16, 32, 32, 8, 1, 2, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 128, 256, 16, 32, 64, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 128, 256, 16, 32, 32, 8, 1, 2, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 128, 256, 16, 32, 64, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 128, 256, 16, 32, 32, 8, 1, 2, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 128, 256, 8, 32, 64, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 8, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 4, 0, 128, 256, 8, 32, 64, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 8, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 1, 0, 128, 256, 8, 32, 64, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 8, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 16, 1, 128, 256, 8, 32, 64, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 8, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 4, 1, 128, 256, 8, 32, 64, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 8, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 1, 1, 128, 256, 8, 32, 64, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 8, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 16, 0, 128, 256, 8, 32, 64, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 128, 256, 8, 32, 64, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 0, 128, 256, 8, 32, 64, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 1, 128, 256, 8, 32, 64, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 1, 128, 256, 8, 32, 64, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 1, 128, 256, 8, 32, 64, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 0, 64, 256, 32, 32, 32, 8, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 32, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 4, 0, 64, 256, 32, 32, 32, 8, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 32, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 1, 0, 64, 256, 32, 32, 32, 8, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 32, 1, 1}, {1, 1, 1, 256}, 0}, //{ "fwd", miopenHalf, 16, 1, 64, 256, 32, 32, 32, 8, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 32, 1, 1}, {1, 1, 1, 256}, 0}, //{ "fwd", miopenHalf, 4, 1, 64, 256, 32, 32, 32, 8, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 32, 1, 1}, {1, 1, 1, 256}, 0}, //{ "fwd", miopenHalf, 1, 1, 64, 256, 32, 32, 32, 8, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 32, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 4, 0, 64, 256, 32, 32, 32, 8, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 1, 32, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 1, 0, 64, 256, 32, 32, 32, 8, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 1, 32, 1}, {1, 32, 1, 8}, 0}, //{ "fwd", miopenHalf, 4, 1, 64, 256, 32, 32, 32, 8, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 1, 32, 1}, {1, 32, 1, 8}, 0}, //{ "fwd", miopenHalf, 1, 1, 64, 256, 32, 32, 32, 8, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 1, 32, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 16, 0, 64, 256, 16, 32, 64, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 16, 0, 64, 256, 16, 16, 64, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 16, 0, 64, 256, 16, 32, 32, 8, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 4, 0, 64, 256, 16, 32, 64, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 4, 0, 64, 256, 16, 16, 64, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 4, 0, 64, 256, 16, 32, 32, 8, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 1, 0, 64, 256, 16, 32, 64, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 1, 0, 64, 256, 16, 16, 64, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 1, 0, 64, 256, 16, 32, 32, 8, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, //{ "fwd", miopenHalf, 16, 1, 64, 256, 16, 16, 64, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, //{ "fwd", miopenHalf, 16, 1, 64, 256, 16, 32, 64, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, //{ "fwd", miopenHalf, 16, 1, 64, 256, 16, 32, 32, 8, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, //{ "fwd", miopenHalf, 4, 1, 64, 256, 16, 16, 64, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, //{ "fwd", miopenHalf, 4, 1, 64, 256, 16, 32, 64, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, //{ "fwd", miopenHalf, 4, 1, 64, 256, 16, 32, 32, 8, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, //{ "fwd", miopenHalf, 1, 1, 64, 256, 16, 16, 64, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, //{ "fwd", miopenHalf, 1, 1, 64, 256, 16, 32, 64, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, //{ "fwd", miopenHalf, 1, 1, 64, 256, 16, 32, 32, 8, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 16, 0, 64, 256, 16, 32, 64, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 64, 256, 16, 16, 64, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 64, 256, 16, 32, 32, 8, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 64, 256, 16, 32, 64, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 64, 256, 16, 16, 64, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 64, 256, 16, 32, 32, 8, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 64, 256, 16, 16, 64, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 64, 256, 16, 32, 64, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 64, 256, 16, 32, 32, 8, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, //{ "fwd", miopenHalf, 16, 1, 64, 256, 16, 32, 64, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, //{ "fwd", miopenHalf, 16, 1, 64, 256, 16, 16, 64, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, //{ "fwd", miopenHalf, 16, 1, 64, 256, 16, 32, 32, 8, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, //{ "fwd", miopenHalf, 4, 1, 64, 256, 16, 32, 64, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, //{ "fwd", miopenHalf, 4, 1, 64, 256, 16, 16, 64, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, //{ "fwd", miopenHalf, 4, 1, 64, 256, 16, 32, 32, 8, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, //{ "fwd", miopenHalf, 1, 1, 64, 256, 16, 32, 64, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, //{ "fwd", miopenHalf, 1, 1, 64, 256, 16, 16, 64, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, //{ "fwd", miopenHalf, 1, 1, 64, 256, 16, 32, 32, 8, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 64, 256, 8, 16, 64, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 16, 0, 64, 256, 8, 32, 64, 4, 1, 2, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 4, 0, 64, 256, 8, 16, 64, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 4, 0, 64, 256, 8, 32, 64, 4, 1, 2, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 1, 0, 64, 256, 8, 16, 64, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 1, 0, 64, 256, 8, 32, 64, 4, 1, 2, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 1, 1, 256}, 0}, //{ "fwd", miopenHalf, 16, 1, 64, 256, 8, 16, 64, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 1, 1, 256}, 0}, //{ "fwd", miopenHalf, 16, 1, 64, 256, 8, 32, 64, 4, 1, 2, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 1, 1, 256}, 0}, //{ "fwd", miopenHalf, 4, 1, 64, 256, 8, 16, 64, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 4, 1, 64, 256, 8, 32, 64, 4, 1, 2, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 1, 1, 64, 256, 8, 16, 64, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 1, 1, 64, 256, 8, 32, 64, 4, 1, 2, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 16, 0, 64, 256, 8, 32, 64, 4, 1, 2, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 0, 64, 256, 8, 16, 64, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 64, 256, 8, 32, 64, 4, 1, 2, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 64, 256, 8, 16, 64, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 0, 64, 256, 8, 16, 64, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 0, 64, 256, 8, 32, 64, 4, 1, 2, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 1, 64, 256, 8, 32, 64, 4, 1, 2, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 1, 64, 256, 8, 16, 64, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 1, 64, 256, 8, 32, 64, 4, 1, 2, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 1, 64, 256, 8, 16, 64, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 1, 64, 256, 8, 32, 64, 4, 1, 2, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 1, 64, 256, 8, 16, 64, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 0, 128, 128, 64, 16, 16, 16, 2, 2, 2, 2, {1, 8, 4, 1}, {1, 8, 1, 32}, {1, 32, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 0, 128, 128, 64, 16, 16, 16, 2, 2, 2, 2, {1, 8, 4, 1}, {1, 8, 1, 32}, {1, 32, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 0, 128, 128, 64, 16, 16, 16, 2, 2, 2, 2, {1, 8, 4, 1}, {1, 8, 1, 32}, {1, 32, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 1, 128, 128, 64, 16, 16, 16, 2, 2, 2, 2, {1, 8, 4, 1}, {1, 8, 1, 32}, {1, 32, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 1, 128, 128, 64, 16, 16, 16, 2, 2, 2, 2, {1, 8, 4, 1}, {1, 8, 1, 32}, {1, 32, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 1, 128, 128, 64, 16, 16, 16, 2, 2, 2, 2, {1, 8, 4, 1}, {1, 8, 1, 32}, {1, 32, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 0, 128, 128, 64, 16, 16, 16, 2, 2, 2, 2, {1, 8, 4, 1}, {1, 8, 1, 32}, {1, 1, 32, 1}, {1, 64, 1, 4}, 0}, { "fwd", miopenHalf, 1, 0, 128, 128, 64, 16, 16, 16, 2, 2, 2, 2, {1, 8, 4, 1}, {1, 8, 1, 32}, {1, 1, 32, 1}, {1, 64, 1, 4}, 0}, { "fwd", miopenHalf, 4, 1, 128, 128, 64, 16, 16, 16, 2, 2, 2, 2, {1, 8, 4, 1}, {1, 8, 1, 32}, {1, 1, 32, 1}, {1, 64, 1, 4}, 0}, { "fwd", miopenHalf, 1, 1, 128, 128, 64, 16, 16, 16, 2, 2, 2, 2, {1, 8, 4, 1}, {1, 8, 1, 32}, {1, 1, 32, 1}, {1, 64, 1, 4}, 0}, { "fwd", miopenHalf, 16, 0, 128, 128, 32, 32, 32, 8, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 16, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 0, 128, 128, 32, 16, 16, 16, 2, 2, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 16, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 0, 128, 128, 32, 32, 32, 8, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 16, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 0, 128, 128, 32, 16, 16, 16, 2, 2, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 16, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 0, 128, 128, 32, 32, 32, 8, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 16, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 0, 128, 128, 32, 16, 16, 16, 2, 2, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 16, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 1, 128, 128, 32, 32, 32, 8, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 16, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 1, 128, 128, 32, 16, 16, 16, 2, 2, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 16, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 1, 128, 128, 32, 32, 32, 8, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 16, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 1, 128, 128, 32, 16, 16, 16, 2, 2, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 16, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 1, 128, 128, 32, 32, 32, 8, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 16, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 1, 128, 128, 32, 16, 16, 16, 2, 2, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 16, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 0, 128, 128, 32, 32, 32, 8, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 1, 16, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 4, 0, 128, 128, 32, 16, 16, 16, 2, 2, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 1, 16, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 1, 0, 128, 128, 32, 32, 32, 8, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 1, 16, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 1, 0, 128, 128, 32, 16, 16, 16, 2, 2, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 1, 16, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 4, 1, 128, 128, 32, 32, 32, 8, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 1, 16, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 4, 1, 128, 128, 32, 16, 16, 16, 2, 2, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 1, 16, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 1, 1, 128, 128, 32, 32, 32, 8, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 1, 16, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 1, 1, 128, 128, 32, 16, 16, 16, 2, 2, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 1, 16, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 16, 0, 128, 128, 16, 32, 64, 4, 2, 1, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 0, 128, 128, 16, 32, 32, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 0, 128, 128, 16, 32, 32, 8, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 0, 128, 128, 16, 32, 32, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 0, 128, 128, 16, 32, 64, 4, 2, 1, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 0, 128, 128, 16, 32, 32, 8, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 0, 128, 128, 16, 32, 32, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 0, 128, 128, 16, 32, 64, 4, 2, 1, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 0, 128, 128, 16, 32, 32, 8, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 1, 128, 128, 16, 32, 64, 4, 2, 1, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 1, 128, 128, 16, 32, 32, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 1, 128, 128, 16, 32, 32, 8, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 1, 128, 128, 16, 32, 64, 4, 2, 1, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 1, 128, 128, 16, 32, 32, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 1, 128, 128, 16, 32, 32, 8, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 1, 128, 128, 16, 32, 64, 4, 2, 1, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 1, 128, 128, 16, 32, 32, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 1, 128, 128, 16, 32, 32, 8, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 0, 128, 128, 16, 32, 32, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 128, 128, 16, 32, 64, 4, 2, 1, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 128, 128, 16, 32, 32, 8, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 128, 128, 16, 32, 64, 4, 2, 1, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 128, 128, 16, 32, 32, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 128, 128, 16, 32, 32, 8, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 128, 128, 16, 32, 64, 4, 2, 1, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 128, 128, 16, 32, 32, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 128, 128, 16, 32, 32, 8, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 128, 128, 16, 32, 64, 4, 2, 1, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 128, 128, 16, 32, 32, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 128, 128, 16, 32, 32, 8, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 128, 128, 16, 32, 64, 4, 2, 1, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 128, 128, 16, 32, 32, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 128, 128, 16, 32, 32, 8, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 128, 128, 16, 32, 64, 4, 2, 1, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 128, 128, 16, 32, 32, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 128, 128, 16, 32, 32, 8, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 128, 128, 8, 32, 64, 4, 2, 1, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 0, 128, 128, 8, 32, 32, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 0, 128, 128, 8, 32, 64, 4, 2, 1, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 0, 128, 128, 8, 32, 32, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 0, 128, 128, 8, 32, 32, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 0, 128, 128, 8, 32, 64, 4, 2, 1, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 1, 128, 128, 8, 32, 64, 4, 2, 1, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 1, 128, 128, 8, 32, 32, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 1, 128, 128, 8, 32, 32, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 1, 128, 128, 8, 32, 64, 4, 2, 1, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 1, 128, 128, 8, 32, 32, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 1, 128, 128, 8, 32, 64, 4, 2, 1, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 0, 128, 128, 8, 32, 64, 4, 2, 1, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 0, 128, 128, 8, 32, 32, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 128, 128, 8, 32, 64, 4, 2, 1, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 128, 128, 8, 32, 32, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 0, 128, 128, 8, 32, 64, 4, 2, 1, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 0, 128, 128, 8, 32, 32, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 1, 128, 128, 8, 32, 32, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 1, 128, 128, 8, 32, 64, 4, 2, 1, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 1, 128, 128, 8, 32, 64, 4, 2, 1, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 1, 128, 128, 8, 32, 32, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 1, 128, 128, 8, 32, 64, 4, 2, 1, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 1, 128, 128, 8, 32, 32, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 0, 256, 64, 16, 64, 16, 4, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 4, 0, 256, 64, 16, 64, 16, 4, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 1, 0, 256, 64, 16, 64, 16, 4, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 16, 1, 256, 64, 16, 64, 16, 4, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 4, 1, 256, 64, 16, 64, 16, 4, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 1, 1, 256, 64, 16, 64, 16, 4, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 16, 0, 256, 64, 16, 64, 16, 4, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 256, 64, 16, 64, 16, 4, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 256, 64, 16, 64, 16, 4, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 256, 64, 16, 64, 16, 4, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 256, 64, 16, 64, 16, 4, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 256, 64, 16, 64, 16, 4, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 256, 64, 8, 64, 16, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 2, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 4, 0, 256, 64, 8, 64, 16, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 2, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 1, 0, 256, 64, 8, 64, 16, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 2, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 16, 1, 256, 64, 8, 64, 16, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 2, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 4, 1, 256, 64, 8, 64, 16, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 2, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 1, 1, 256, 64, 8, 64, 16, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 2, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 16, 0, 256, 64, 8, 64, 16, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 1, 2, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 256, 64, 8, 64, 16, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 1, 2, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 0, 256, 64, 8, 64, 16, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 1, 2, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 1, 256, 64, 8, 64, 16, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 1, 2, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 1, 256, 64, 8, 64, 16, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 1, 2, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 1, 256, 64, 8, 64, 16, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 1, 2, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 0, 32, 256, 16, 4, 64, 4, 2, 1, 2, 2, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 4, 0, 32, 256, 16, 4, 64, 4, 2, 1, 2, 2, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 1, 0, 32, 256, 16, 4, 64, 4, 2, 1, 2, 2, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 16, 1, 32, 256, 16, 4, 64, 4, 2, 1, 2, 2, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 4, 1, 32, 256, 16, 4, 64, 4, 2, 1, 2, 2, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 1, 1, 32, 256, 16, 4, 64, 4, 2, 1, 2, 2, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 16, 0, 32, 256, 16, 4, 64, 4, 2, 1, 2, 2, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 32, 256, 16, 4, 64, 4, 2, 1, 2, 2, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 32, 256, 16, 4, 64, 4, 2, 1, 2, 2, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 32, 256, 16, 4, 64, 4, 2, 1, 2, 2, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 32, 256, 16, 4, 64, 4, 2, 1, 2, 2, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 32, 256, 16, 4, 64, 4, 2, 1, 2, 2, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 32, 256, 8, 4, 64, 4, 2, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 4, 0, 32, 256, 8, 4, 64, 4, 2, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 1, 0, 32, 256, 8, 4, 64, 4, 2, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 16, 1, 32, 256, 8, 4, 64, 4, 2, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 4, 1, 32, 256, 8, 4, 64, 4, 2, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 1, 1, 32, 256, 8, 4, 64, 4, 2, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 16, 0, 32, 256, 8, 4, 64, 4, 2, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 32, 256, 8, 4, 64, 4, 2, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 0, 32, 256, 8, 4, 64, 4, 2, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 1, 32, 256, 8, 4, 64, 4, 2, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 1, 32, 256, 8, 4, 64, 4, 2, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 1, 32, 256, 8, 4, 64, 4, 2, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 0, 64, 128, 32, 32, 32, 8, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 0, 64, 128, 32, 32, 32, 8, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 0, 64, 128, 32, 32, 32, 8, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 1, 64, 128, 32, 32, 32, 8, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 1, 64, 128, 32, 32, 32, 8, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 1, 64, 128, 32, 32, 32, 8, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 0, 64, 128, 32, 32, 32, 8, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 1, 0, 64, 128, 32, 32, 32, 8, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 4, 1, 64, 128, 32, 32, 32, 8, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 1, 1, 64, 128, 32, 32, 32, 8, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 16, 0, 64, 128, 16, 32, 64, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 0, 64, 128, 16, 64, 32, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 0, 64, 128, 16, 8, 32, 4, 2, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 0, 64, 128, 16, 32, 32, 8, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 0, 64, 128, 16, 8, 32, 4, 2, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 0, 64, 128, 16, 32, 64, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 0, 64, 128, 16, 64, 32, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 0, 64, 128, 16, 32, 32, 8, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 0, 64, 128, 16, 64, 32, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 0, 64, 128, 16, 32, 64, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 0, 64, 128, 16, 8, 32, 4, 2, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 0, 64, 128, 16, 32, 32, 8, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 1, 64, 128, 16, 64, 32, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 1, 64, 128, 16, 8, 32, 4, 2, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 1, 64, 128, 16, 32, 64, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 1, 64, 128, 16, 32, 32, 8, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 1, 64, 128, 16, 8, 32, 4, 2, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 1, 64, 128, 16, 64, 32, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 1, 64, 128, 16, 32, 64, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 1, 64, 128, 16, 32, 32, 8, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 1, 64, 128, 16, 64, 32, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 1, 64, 128, 16, 32, 64, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 1, 64, 128, 16, 8, 32, 4, 2, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 1, 64, 128, 16, 32, 32, 8, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 0, 64, 128, 16, 64, 32, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 64, 128, 16, 8, 32, 4, 2, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 64, 128, 16, 32, 64, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 64, 128, 16, 32, 32, 8, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 64, 128, 16, 32, 64, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 64, 128, 16, 8, 32, 4, 2, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 64, 128, 16, 64, 32, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 64, 128, 16, 32, 32, 8, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 64, 128, 16, 8, 32, 4, 2, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 64, 128, 16, 32, 64, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 64, 128, 16, 64, 32, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 64, 128, 16, 32, 32, 8, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 64, 128, 16, 64, 32, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 64, 128, 16, 32, 64, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 64, 128, 16, 8, 32, 4, 2, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 64, 128, 16, 32, 32, 8, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 64, 128, 16, 8, 32, 4, 2, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 64, 128, 16, 32, 64, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 64, 128, 16, 64, 32, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 64, 128, 16, 32, 32, 8, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 64, 128, 16, 8, 32, 4, 2, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 64, 128, 16, 64, 32, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 64, 128, 16, 32, 64, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 64, 128, 16, 32, 32, 8, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 64, 128, 8, 8, 32, 4, 2, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 0, 64, 128, 8, 32, 64, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 0, 64, 128, 8, 64, 32, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 0, 64, 128, 8, 32, 64, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 0, 64, 128, 8, 8, 32, 4, 2, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 0, 64, 128, 8, 64, 32, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 0, 64, 128, 8, 32, 64, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 0, 64, 128, 8, 64, 32, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 0, 64, 128, 8, 8, 32, 4, 2, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 1, 64, 128, 8, 64, 32, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 1, 64, 128, 8, 8, 32, 4, 2, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 1, 64, 128, 8, 32, 64, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 1, 64, 128, 8, 32, 64, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 1, 64, 128, 8, 8, 32, 4, 2, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 1, 64, 128, 8, 64, 32, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 1, 64, 128, 8, 64, 32, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 1, 64, 128, 8, 8, 32, 4, 2, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 1, 64, 128, 8, 32, 64, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 0, 64, 128, 8, 64, 32, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 0, 64, 128, 8, 32, 64, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 0, 64, 128, 8, 8, 32, 4, 2, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 64, 128, 8, 32, 64, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 64, 128, 8, 64, 32, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 64, 128, 8, 8, 32, 4, 2, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 0, 64, 128, 8, 8, 32, 4, 2, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 0, 64, 128, 8, 32, 64, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 0, 64, 128, 8, 64, 32, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 1, 64, 128, 8, 8, 32, 4, 2, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 1, 64, 128, 8, 64, 32, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 1, 64, 128, 8, 32, 64, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 1, 64, 128, 8, 8, 32, 4, 2, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 1, 64, 128, 8, 64, 32, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 1, 64, 128, 8, 32, 64, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 1, 64, 128, 8, 8, 32, 4, 2, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 1, 64, 128, 8, 32, 64, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 1, 64, 128, 8, 64, 32, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 0, 128, 64, 64, 16, 16, 16, 2, 1, 2, 2, {1, 8, 4, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 4, 0, 128, 64, 64, 16, 16, 16, 2, 1, 2, 2, {1, 8, 4, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 1, 0, 128, 64, 64, 16, 16, 16, 2, 1, 2, 2, {1, 8, 4, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 16, 1, 128, 64, 64, 16, 16, 16, 2, 1, 2, 2, {1, 8, 4, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 4, 1, 128, 64, 64, 16, 16, 16, 2, 1, 2, 2, {1, 8, 4, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 1, 1, 128, 64, 64, 16, 16, 16, 2, 1, 2, 2, {1, 8, 4, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 4, 0, 128, 64, 64, 16, 16, 16, 2, 1, 2, 2, {1, 8, 4, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 64, 1, 4}, 0}, { "fwd", miopenHalf, 1, 0, 128, 64, 64, 16, 16, 16, 2, 1, 2, 2, {1, 8, 4, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 64, 1, 4}, 0}, { "fwd", miopenHalf, 4, 1, 128, 64, 64, 16, 16, 16, 2, 1, 2, 2, {1, 8, 4, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 64, 1, 4}, 0}, { "fwd", miopenHalf, 1, 1, 128, 64, 64, 16, 16, 16, 2, 1, 2, 2, {1, 8, 4, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 64, 1, 4}, 0}, { "fwd", miopenHalf, 16, 0, 128, 64, 32, 16, 16, 16, 2, 1, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 8, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 4, 0, 128, 64, 32, 16, 16, 16, 2, 1, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 8, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 1, 0, 128, 64, 32, 16, 16, 16, 2, 1, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 8, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 16, 1, 128, 64, 32, 16, 16, 16, 2, 1, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 8, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 4, 1, 128, 64, 32, 16, 16, 16, 2, 1, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 8, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 1, 1, 128, 64, 32, 16, 16, 16, 2, 1, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 8, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 4, 0, 128, 64, 32, 16, 16, 16, 2, 1, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 1, 0, 128, 64, 32, 16, 16, 16, 2, 1, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 4, 1, 128, 64, 32, 16, 16, 16, 2, 1, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 1, 1, 128, 64, 32, 16, 16, 16, 2, 1, 2, 2, {1, 8, 2, 1}, {1, 4, 1, 64}, {1, 1, 8, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 16, 0, 128, 64, 16, 32, 8, 4, 1, 2, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 4, 0, 128, 64, 16, 32, 8, 4, 1, 2, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 1, 0, 128, 64, 16, 32, 8, 4, 1, 2, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 16, 1, 128, 64, 16, 32, 8, 4, 1, 2, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 4, 1, 128, 64, 16, 32, 8, 4, 1, 2, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 1, 1, 128, 64, 16, 32, 8, 4, 1, 2, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 16, 0, 128, 64, 16, 32, 8, 4, 1, 2, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 128, 64, 16, 32, 8, 4, 1, 2, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 128, 64, 16, 32, 8, 4, 1, 2, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 128, 64, 16, 32, 8, 4, 1, 2, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 128, 64, 16, 32, 8, 4, 1, 2, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 128, 64, 16, 32, 8, 4, 1, 2, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 128, 64, 8, 32, 8, 4, 1, 2, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 2, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 4, 0, 128, 64, 8, 32, 8, 4, 1, 2, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 2, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 1, 0, 128, 64, 8, 32, 8, 4, 1, 2, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 2, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 16, 1, 128, 64, 8, 32, 8, 4, 1, 2, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 2, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 4, 1, 128, 64, 8, 32, 8, 4, 1, 2, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 2, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 1, 1, 128, 64, 8, 32, 8, 4, 1, 2, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 2, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 16, 0, 128, 64, 8, 32, 8, 4, 1, 2, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 1, 2, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 128, 64, 8, 32, 8, 4, 1, 2, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 1, 2, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 0, 128, 64, 8, 32, 8, 4, 1, 2, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 1, 2, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 1, 128, 64, 8, 32, 8, 4, 1, 2, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 1, 2, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 1, 128, 64, 8, 32, 8, 4, 1, 2, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 1, 2, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 1, 128, 64, 8, 32, 8, 4, 1, 2, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 1, 2, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 0, 256, 32, 16, 64, 4, 4, 1, 2, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 2, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 256, 32, 16, 64, 4, 4, 1, 2, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 2, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 0, 256, 32, 16, 64, 4, 4, 1, 2, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 2, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 1, 256, 32, 16, 64, 4, 4, 1, 2, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 2, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 1, 256, 32, 16, 64, 4, 4, 1, 2, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 2, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 1, 256, 32, 16, 64, 4, 4, 1, 2, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 2, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 0, 256, 32, 16, 64, 4, 4, 1, 2, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 1, 2, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 256, 32, 16, 64, 4, 4, 1, 2, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 1, 2, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 256, 32, 16, 64, 4, 4, 1, 2, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 1, 2, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 256, 32, 16, 64, 4, 4, 1, 2, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 1, 2, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 256, 32, 16, 64, 4, 4, 1, 2, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 1, 2, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 256, 32, 16, 64, 4, 4, 1, 2, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 1, 2, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 256, 32, 8, 64, 4, 4, 1, 2, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 1, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 256, 32, 8, 64, 4, 4, 1, 2, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 1, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 0, 256, 32, 8, 64, 4, 4, 1, 2, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 1, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 1, 256, 32, 8, 64, 4, 4, 1, 2, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 1, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 1, 256, 32, 8, 64, 4, 4, 1, 2, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 1, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 1, 256, 32, 8, 64, 4, 4, 1, 2, 2, 2, {1, 4, 2, 1}, {1, 2, 1, 128}, {1, 1, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 0, 16, 256, 16, 4, 64, 4, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 16, 1, 16}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 4, 0, 16, 256, 16, 4, 64, 4, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 16, 1, 16}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 1, 0, 16, 256, 16, 4, 64, 4, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 16, 1, 16}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 16, 1, 16, 256, 16, 4, 64, 4, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 16, 1, 16}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 4, 1, 16, 256, 16, 4, 64, 4, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 16, 1, 16}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 1, 1, 16, 256, 16, 4, 64, 4, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 16, 1, 16}, {1, 16, 1, 1}, {1, 1, 1, 256}, 0}, { "fwd", miopenHalf, 16, 0, 16, 256, 16, 4, 64, 4, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 16, 1, 16}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 16, 256, 16, 4, 64, 4, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 16, 1, 16}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 16, 256, 16, 4, 64, 4, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 16, 1, 16}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 16, 256, 16, 4, 64, 4, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 16, 1, 16}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 16, 256, 16, 4, 64, 4, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 16, 1, 16}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 16, 256, 16, 4, 64, 4, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 16, 1, 16}, {1, 1, 16, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 32, 128, 16, 8, 32, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 0, 32, 128, 16, 16, 64, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 0, 32, 128, 16, 8, 32, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 0, 32, 128, 16, 16, 64, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 0, 32, 128, 16, 8, 32, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 0, 32, 128, 16, 16, 64, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 1, 32, 128, 16, 16, 64, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 1, 32, 128, 16, 8, 32, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 1, 32, 128, 16, 8, 32, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 1, 32, 128, 16, 16, 64, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 1, 32, 128, 16, 8, 32, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 1, 32, 128, 16, 16, 64, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 8, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 0, 32, 128, 16, 8, 32, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 32, 128, 16, 16, 64, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 32, 128, 16, 8, 32, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 32, 128, 16, 16, 64, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 32, 128, 16, 16, 64, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 32, 128, 16, 8, 32, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 32, 128, 16, 8, 32, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 32, 128, 16, 16, 64, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 32, 128, 16, 8, 32, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 32, 128, 16, 16, 64, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 32, 128, 16, 8, 32, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 32, 128, 16, 16, 64, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 1, 8, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 32, 128, 8, 16, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 0, 32, 128, 8, 8, 32, 4, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 0, 32, 128, 8, 8, 32, 4, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 0, 32, 128, 8, 16, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 0, 32, 128, 8, 16, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 0, 32, 128, 8, 8, 32, 4, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 1, 32, 128, 8, 8, 32, 4, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 1, 32, 128, 8, 16, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 1, 32, 128, 8, 8, 32, 4, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 4, 1, 32, 128, 8, 16, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 1, 32, 128, 8, 16, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 1, 1, 32, 128, 8, 8, 32, 4, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 2, 1, 128}, 0}, { "fwd", miopenHalf, 16, 0, 32, 128, 8, 16, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 0, 32, 128, 8, 8, 32, 4, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 32, 128, 8, 16, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 32, 128, 8, 8, 32, 4, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 0, 32, 128, 8, 8, 32, 4, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 0, 32, 128, 8, 16, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 1, 32, 128, 8, 16, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 1, 32, 128, 8, 8, 32, 4, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 1, 32, 128, 8, 16, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 1, 32, 128, 8, 8, 32, 4, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 1, 32, 128, 8, 8, 32, 4, 1, 1, 2, 2, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 1, 32, 128, 8, 16, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 0, 64, 64, 64, 16, 16, 16, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 16, 0, 64, 64, 64, 16, 16, 16, 2, 2, 1, 1, {1, 8, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 4, 0, 64, 64, 64, 16, 16, 16, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 4, 0, 64, 64, 64, 16, 16, 16, 2, 2, 1, 1, {1, 8, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 1, 0, 64, 64, 64, 16, 16, 16, 2, 2, 1, 1, {1, 8, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 1, 0, 64, 64, 64, 16, 16, 16, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 16, 1, 64, 64, 64, 16, 16, 16, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 16, 1, 64, 64, 64, 16, 16, 16, 2, 2, 1, 1, {1, 8, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 4, 1, 64, 64, 64, 16, 16, 16, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 4, 1, 64, 64, 64, 16, 16, 16, 2, 2, 1, 1, {1, 8, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 1, 1, 64, 64, 64, 16, 16, 16, 2, 2, 1, 1, {1, 8, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 1, 1, 64, 64, 64, 16, 16, 16, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 8, 1, 32}, {1, 16, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 4, 0, 64, 64, 64, 16, 16, 16, 2, 2, 1, 1, {1, 8, 2, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 64, 1, 4}, 0}, { "fwd", miopenHalf, 4, 0, 64, 64, 64, 16, 16, 16, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 64, 1, 4}, 0}, { "fwd", miopenHalf, 1, 0, 64, 64, 64, 16, 16, 16, 2, 2, 1, 1, {1, 8, 2, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 64, 1, 4}, 0}, { "fwd", miopenHalf, 1, 0, 64, 64, 64, 16, 16, 16, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 64, 1, 4}, 0}, { "fwd", miopenHalf, 4, 1, 64, 64, 64, 16, 16, 16, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 64, 1, 4}, 0}, { "fwd", miopenHalf, 4, 1, 64, 64, 64, 16, 16, 16, 2, 2, 1, 1, {1, 8, 2, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 64, 1, 4}, 0}, { "fwd", miopenHalf, 1, 1, 64, 64, 64, 16, 16, 16, 2, 2, 1, 1, {1, 8, 2, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 64, 1, 4}, 0}, { "fwd", miopenHalf, 1, 1, 64, 64, 64, 16, 16, 16, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 8, 1, 32}, {1, 1, 16, 1}, {1, 64, 1, 4}, 0}, { "fwd", miopenHalf, 16, 0, 64, 64, 32, 16, 16, 16, 2, 2, 1, 1, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 16, 0, 64, 64, 32, 16, 16, 16, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 4, 0, 64, 64, 32, 16, 16, 16, 2, 2, 1, 1, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 4, 0, 64, 64, 32, 16, 16, 16, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 1, 0, 64, 64, 32, 16, 16, 16, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 1, 0, 64, 64, 32, 16, 16, 16, 2, 2, 1, 1, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 16, 1, 64, 64, 32, 16, 16, 16, 2, 2, 1, 1, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 16, 1, 64, 64, 32, 16, 16, 16, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 4, 1, 64, 64, 32, 16, 16, 16, 2, 2, 1, 1, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 4, 1, 64, 64, 32, 16, 16, 16, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 1, 1, 64, 64, 32, 16, 16, 16, 2, 2, 1, 1, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 1, 1, 64, 64, 32, 16, 16, 16, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 8, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 4, 0, 64, 64, 32, 16, 16, 16, 2, 2, 1, 1, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 4, 0, 64, 64, 32, 16, 16, 16, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 1, 0, 64, 64, 32, 16, 16, 16, 2, 2, 1, 1, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 1, 0, 64, 64, 32, 16, 16, 16, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 4, 1, 64, 64, 32, 16, 16, 16, 2, 2, 1, 1, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 4, 1, 64, 64, 32, 16, 16, 16, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 1, 1, 64, 64, 32, 16, 16, 16, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 1, 1, 64, 64, 32, 16, 16, 16, 2, 2, 1, 1, {1, 4, 2, 1}, {1, 8, 1, 32}, {1, 1, 8, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 16, 0, 64, 64, 16, 16, 16, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 4, 0, 64, 64, 16, 16, 16, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 1, 0, 64, 64, 16, 16, 16, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 16, 1, 64, 64, 16, 16, 16, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 4, 1, 64, 64, 16, 16, 16, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 1, 1, 64, 64, 16, 16, 16, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 16, 0, 64, 64, 16, 16, 16, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 64, 64, 16, 16, 16, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 64, 64, 16, 16, 16, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 64, 64, 16, 16, 16, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 64, 64, 16, 16, 16, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 64, 64, 16, 16, 16, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 64, 64, 8, 16, 16, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 2, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 4, 0, 64, 64, 8, 16, 16, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 2, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 1, 0, 64, 64, 8, 16, 16, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 2, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 16, 1, 64, 64, 8, 16, 16, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 2, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 4, 1, 64, 64, 8, 16, 16, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 2, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 1, 1, 64, 64, 8, 16, 16, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 2, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 16, 0, 64, 64, 8, 16, 16, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 2, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 64, 64, 8, 16, 16, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 2, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 0, 64, 64, 8, 16, 16, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 2, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 1, 64, 64, 8, 16, 16, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 2, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 1, 64, 64, 8, 16, 16, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 2, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 1, 64, 64, 8, 16, 16, 4, 1, 1, 2, 2, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 2, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 0, 128, 32, 16, 32, 8, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 2, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 128, 32, 16, 32, 8, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 2, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 0, 128, 32, 16, 32, 8, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 2, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 1, 128, 32, 16, 32, 8, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 2, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 1, 128, 32, 16, 32, 8, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 2, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 1, 128, 32, 16, 32, 8, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 2, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 0, 128, 32, 16, 32, 8, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 2, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 128, 32, 16, 32, 8, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 2, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 128, 32, 16, 32, 8, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 2, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 128, 32, 16, 32, 8, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 2, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 128, 32, 16, 32, 8, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 2, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 128, 32, 16, 32, 8, 4, 1, 1, 2, 2, {1, 4, 2, 1}, {1, 4, 1, 64}, {1, 1, 2, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 128, 32, 8, 32, 8, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 1, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 128, 32, 8, 32, 8, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 1, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 0, 128, 32, 8, 32, 8, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 1, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 1, 128, 32, 8, 32, 8, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 1, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 1, 128, 32, 8, 32, 8, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 1, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 1, 128, 32, 8, 32, 8, 4, 1, 1, 2, 2, {1, 2, 2, 1}, {1, 4, 1, 64}, {1, 1, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 0, 256, 16, 16, 64, 4, 4, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 1, 1, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 256, 16, 16, 64, 4, 4, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 1, 1, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 256, 16, 16, 64, 4, 4, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 1, 1, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 256, 16, 16, 64, 4, 4, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 1, 1, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 256, 16, 16, 64, 4, 4, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 1, 1, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 256, 16, 16, 64, 4, 4, 1, 1, 2, 2, {1, 8, 2, 1}, {1, 2, 1, 128}, {1, 1, 1, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 16, 128, 16, 16, 64, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 16, 1, 1}, {1, 1, 1, 128}, 0}, { "fwd", miopenHalf, 4, 0, 16, 128, 16, 16, 64, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 16, 1, 1}, {1, 1, 1, 128}, 0}, { "fwd", miopenHalf, 1, 0, 16, 128, 16, 16, 64, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 16, 1, 1}, {1, 1, 1, 128}, 0}, { "fwd", miopenHalf, 16, 1, 16, 128, 16, 16, 64, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 16, 1, 1}, {1, 1, 1, 128}, 0}, { "fwd", miopenHalf, 4, 1, 16, 128, 16, 16, 64, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 16, 1, 1}, {1, 1, 1, 128}, 0}, { "fwd", miopenHalf, 1, 1, 16, 128, 16, 16, 64, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 16, 1, 1}, {1, 1, 1, 128}, 0}, { "fwd", miopenHalf, 4, 0, 16, 128, 16, 16, 64, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 1, 16, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenHalf, 1, 0, 16, 128, 16, 16, 64, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 1, 16, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenHalf, 4, 1, 16, 128, 16, 16, 64, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 1, 16, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenHalf, 1, 1, 16, 128, 16, 16, 64, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 1, 16, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenHalf, 16, 0, 16, 128, 8, 16, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 8, 1, 1}, {1, 1, 1, 128}, 0}, { "fwd", miopenHalf, 4, 0, 16, 128, 8, 16, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 8, 1, 1}, {1, 1, 1, 128}, 0}, { "fwd", miopenHalf, 1, 0, 16, 128, 8, 16, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 8, 1, 1}, {1, 1, 1, 128}, 0}, { "fwd", miopenHalf, 16, 1, 16, 128, 8, 16, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 8, 1, 1}, {1, 1, 1, 128}, 0}, { "fwd", miopenHalf, 4, 1, 16, 128, 8, 16, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 8, 1, 1}, {1, 1, 1, 128}, 0}, { "fwd", miopenHalf, 1, 1, 16, 128, 8, 16, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 8, 1, 1}, {1, 1, 1, 128}, 0}, { "fwd", miopenHalf, 16, 0, 16, 128, 8, 16, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 1, 8, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 16, 128, 8, 16, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 1, 8, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 16, 128, 8, 16, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 1, 8, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 16, 128, 8, 16, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 1, 8, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 16, 128, 8, 16, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 1, 8, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 16, 128, 8, 16, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 1, 8, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 32, 64, 16, 8, 32, 4, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 4, 0, 32, 64, 16, 8, 32, 4, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 1, 0, 32, 64, 16, 8, 32, 4, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 16, 1, 32, 64, 16, 8, 32, 4, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 4, 1, 32, 64, 16, 8, 32, 4, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 1, 1, 32, 64, 16, 8, 32, 4, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 16, 0, 32, 64, 16, 8, 32, 4, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 32, 64, 16, 8, 32, 4, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 32, 64, 16, 8, 32, 4, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 32, 64, 16, 8, 32, 4, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 32, 64, 16, 8, 32, 4, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 32, 64, 16, 8, 32, 4, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 32, 64, 8, 8, 32, 4, 2, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 2, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 4, 0, 32, 64, 8, 8, 32, 4, 2, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 2, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 1, 0, 32, 64, 8, 8, 32, 4, 2, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 2, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 16, 1, 32, 64, 8, 8, 32, 4, 2, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 2, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 4, 1, 32, 64, 8, 8, 32, 4, 2, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 2, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 1, 1, 32, 64, 8, 8, 32, 4, 2, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 2, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 16, 0, 32, 64, 8, 8, 32, 4, 2, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 1, 2, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 32, 64, 8, 8, 32, 4, 2, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 1, 2, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 0, 32, 64, 8, 8, 32, 4, 2, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 1, 2, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 1, 32, 64, 8, 8, 32, 4, 2, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 1, 2, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 1, 32, 64, 8, 8, 32, 4, 2, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 1, 2, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 1, 32, 64, 8, 8, 32, 4, 2, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 1, 2, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 0, 64, 32, 16, 32, 8, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 2, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 64, 32, 16, 32, 8, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 2, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 0, 64, 32, 16, 32, 8, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 2, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 1, 64, 32, 16, 32, 8, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 2, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 1, 64, 32, 16, 32, 8, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 2, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 1, 64, 32, 16, 32, 8, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 2, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 0, 64, 32, 16, 32, 8, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 2, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 64, 32, 16, 32, 8, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 2, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 64, 32, 16, 32, 8, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 2, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 64, 32, 16, 32, 8, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 2, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 64, 32, 16, 32, 8, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 2, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 64, 32, 16, 32, 8, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 2, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 64, 32, 8, 32, 8, 4, 1, 2, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 64, 32, 8, 32, 8, 4, 1, 2, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 0, 64, 32, 8, 32, 8, 4, 1, 2, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 1, 64, 32, 8, 32, 8, 4, 1, 2, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 1, 64, 32, 8, 32, 8, 4, 1, 2, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 1, 64, 32, 8, 32, 8, 4, 1, 2, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 32}, {1, 1, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 0, 128, 16, 16, 64, 16, 4, 1, 1, 1, 1, {1, 8, 2, 1}, {1, 2, 1, 64}, {1, 2, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 128, 16, 16, 64, 16, 4, 1, 1, 1, 1, {1, 8, 2, 1}, {1, 2, 1, 64}, {1, 2, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 128, 16, 16, 64, 16, 4, 1, 1, 1, 1, {1, 8, 2, 1}, {1, 2, 1, 64}, {1, 2, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 128, 16, 16, 64, 16, 4, 1, 1, 1, 1, {1, 8, 2, 1}, {1, 2, 1, 64}, {1, 2, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 128, 16, 16, 64, 16, 4, 1, 1, 1, 1, {1, 8, 2, 1}, {1, 2, 1, 64}, {1, 2, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 128, 16, 16, 64, 16, 4, 1, 1, 1, 1, {1, 8, 2, 1}, {1, 2, 1, 64}, {1, 2, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 128, 16, 16, 64, 16, 4, 1, 1, 1, 1, {1, 8, 2, 1}, {1, 2, 1, 64}, {1, 1, 2, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenHalf, 1, 0, 128, 16, 16, 64, 16, 4, 1, 1, 1, 1, {1, 8, 2, 1}, {1, 2, 1, 64}, {1, 1, 2, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenHalf, 4, 1, 128, 16, 16, 64, 16, 4, 1, 1, 1, 1, {1, 8, 2, 1}, {1, 2, 1, 64}, {1, 1, 2, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenHalf, 1, 1, 128, 16, 16, 64, 16, 4, 1, 1, 1, 1, {1, 8, 2, 1}, {1, 2, 1, 64}, {1, 1, 2, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenHalf, 16, 0, 128, 16, 8, 64, 16, 4, 1, 1, 1, 1, {1, 4, 2, 1}, {1, 2, 1, 64}, {1, 1, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 128, 16, 8, 64, 16, 4, 1, 1, 1, 1, {1, 4, 2, 1}, {1, 2, 1, 64}, {1, 1, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 128, 16, 8, 64, 16, 4, 1, 1, 1, 1, {1, 4, 2, 1}, {1, 2, 1, 64}, {1, 1, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 128, 16, 8, 64, 16, 4, 1, 1, 1, 1, {1, 4, 2, 1}, {1, 2, 1, 64}, {1, 1, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 128, 16, 8, 64, 16, 4, 1, 1, 1, 1, {1, 4, 2, 1}, {1, 2, 1, 64}, {1, 1, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 128, 16, 8, 64, 16, 4, 1, 1, 1, 1, {1, 4, 2, 1}, {1, 2, 1, 64}, {1, 1, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 16, 64, 16, 4, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 16}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 4, 0, 16, 64, 16, 4, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 16}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 1, 0, 16, 64, 16, 4, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 16}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 16, 1, 16, 64, 16, 4, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 16}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 4, 1, 16, 64, 16, 4, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 16}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 1, 1, 16, 64, 16, 4, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 16}, {1, 4, 1, 1}, {1, 4, 1, 64}, 0}, { "fwd", miopenHalf, 16, 0, 16, 64, 16, 4, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 16}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 16, 64, 16, 4, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 16}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 16, 64, 16, 4, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 16}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 16, 64, 16, 4, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 16}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 16, 64, 16, 4, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 16}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 16, 64, 16, 4, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 16}, {1, 1, 4, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 16, 64, 16, 4, 64, 4, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 8, 1, 1}, {1, 2, 1, 64}, 0}, { "fwd", miopenHalf, 4, 0, 16, 64, 16, 4, 64, 4, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 8, 1, 1}, {1, 2, 1, 64}, 0}, { "fwd", miopenHalf, 1, 0, 16, 64, 16, 4, 64, 4, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 8, 1, 1}, {1, 2, 1, 64}, 0}, { "fwd", miopenHalf, 16, 1, 16, 64, 16, 4, 64, 4, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 8, 1, 1}, {1, 2, 1, 64}, 0}, { "fwd", miopenHalf, 4, 1, 16, 64, 16, 4, 64, 4, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 8, 1, 1}, {1, 2, 1, 64}, 0}, { "fwd", miopenHalf, 1, 1, 16, 64, 16, 4, 64, 4, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 8, 1, 1}, {1, 2, 1, 64}, 0}, { "fwd", miopenHalf, 4, 0, 16, 64, 16, 4, 64, 4, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 1, 8, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenHalf, 1, 0, 16, 64, 16, 4, 64, 4, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 1, 8, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenHalf, 4, 1, 16, 64, 16, 4, 64, 4, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 1, 8, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenHalf, 1, 1, 16, 64, 16, 4, 64, 4, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 1, 8, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenHalf, 16, 0, 16, 64, 8, 4, 64, 4, 2, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 4, 1, 1}, {1, 2, 1, 64}, 0}, { "fwd", miopenHalf, 4, 0, 16, 64, 8, 4, 64, 4, 2, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 4, 1, 1}, {1, 2, 1, 64}, 0}, { "fwd", miopenHalf, 1, 0, 16, 64, 8, 4, 64, 4, 2, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 4, 1, 1}, {1, 2, 1, 64}, 0}, { "fwd", miopenHalf, 16, 1, 16, 64, 8, 4, 64, 4, 2, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 4, 1, 1}, {1, 2, 1, 64}, 0}, { "fwd", miopenHalf, 4, 1, 16, 64, 8, 4, 64, 4, 2, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 4, 1, 1}, {1, 2, 1, 64}, 0}, { "fwd", miopenHalf, 1, 1, 16, 64, 8, 4, 64, 4, 2, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 4, 1, 1}, {1, 2, 1, 64}, 0}, { "fwd", miopenHalf, 16, 0, 16, 64, 8, 4, 64, 4, 2, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 1, 4, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 16, 64, 8, 4, 64, 4, 2, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 1, 4, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 16, 64, 8, 4, 64, 4, 2, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 1, 4, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 16, 64, 8, 4, 64, 4, 2, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 1, 4, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 16, 64, 8, 4, 64, 4, 2, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 1, 4, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 16, 64, 8, 4, 64, 4, 2, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 1, 4, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 32, 32, 64, 16, 16, 16, 1, 1, 1, 1, {1, 4, 2, 1}, {1, 16, 1, 16}, {1, 8, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 32, 32, 64, 16, 16, 16, 1, 1, 1, 1, {1, 4, 2, 1}, {1, 16, 1, 16}, {1, 8, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 0, 32, 32, 64, 16, 16, 16, 1, 1, 1, 1, {1, 4, 2, 1}, {1, 16, 1, 16}, {1, 8, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 1, 32, 32, 64, 16, 16, 16, 1, 1, 1, 1, {1, 4, 2, 1}, {1, 16, 1, 16}, {1, 8, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 1, 32, 32, 64, 16, 16, 16, 1, 1, 1, 1, {1, 4, 2, 1}, {1, 16, 1, 16}, {1, 8, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 1, 32, 32, 64, 16, 16, 16, 1, 1, 1, 1, {1, 4, 2, 1}, {1, 16, 1, 16}, {1, 8, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 32, 32, 64, 16, 16, 16, 1, 1, 1, 1, {1, 4, 2, 1}, {1, 16, 1, 16}, {1, 1, 8, 1}, {1, 64, 1, 4}, 0}, { "fwd", miopenHalf, 1, 0, 32, 32, 64, 16, 16, 16, 1, 1, 1, 1, {1, 4, 2, 1}, {1, 16, 1, 16}, {1, 1, 8, 1}, {1, 64, 1, 4}, 0}, { "fwd", miopenHalf, 4, 1, 32, 32, 64, 16, 16, 16, 1, 1, 1, 1, {1, 4, 2, 1}, {1, 16, 1, 16}, {1, 1, 8, 1}, {1, 64, 1, 4}, 0}, { "fwd", miopenHalf, 1, 1, 32, 32, 64, 16, 16, 16, 1, 1, 1, 1, {1, 4, 2, 1}, {1, 16, 1, 16}, {1, 1, 8, 1}, {1, 64, 1, 4}, 0}, { "fwd", miopenHalf, 16, 0, 32, 32, 32, 16, 16, 16, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 16, 1, 16}, {1, 4, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 32, 32, 32, 16, 16, 16, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 16, 1, 16}, {1, 4, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 0, 32, 32, 32, 16, 16, 16, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 16, 1, 16}, {1, 4, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 1, 32, 32, 32, 16, 16, 16, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 16, 1, 16}, {1, 4, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 1, 32, 32, 32, 16, 16, 16, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 16, 1, 16}, {1, 4, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 1, 32, 32, 32, 16, 16, 16, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 16, 1, 16}, {1, 4, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 32, 32, 32, 16, 16, 16, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 16, 1, 16}, {1, 1, 4, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 1, 0, 32, 32, 32, 16, 16, 16, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 16, 1, 16}, {1, 1, 4, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 4, 1, 32, 32, 32, 16, 16, 16, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 16, 1, 16}, {1, 1, 4, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 1, 1, 32, 32, 32, 16, 16, 16, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 16, 1, 16}, {1, 1, 4, 1}, {1, 32, 1, 8}, 0}, { "fwd", miopenHalf, 16, 0, 32, 32, 16, 16, 16, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 2, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 32, 32, 16, 16, 16, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 2, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 0, 32, 32, 16, 16, 16, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 2, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 1, 32, 32, 16, 16, 16, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 2, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 1, 32, 32, 16, 16, 16, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 2, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 1, 32, 32, 16, 16, 16, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 2, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 0, 32, 32, 16, 16, 16, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 1, 2, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 32, 32, 16, 16, 16, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 1, 2, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 32, 32, 16, 16, 16, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 1, 2, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 32, 32, 16, 16, 16, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 1, 2, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 32, 32, 16, 16, 16, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 1, 2, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 32, 32, 16, 16, 16, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 16}, {1, 1, 2, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 32, 32, 8, 16, 16, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 1, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 32, 32, 8, 16, 16, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 1, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 0, 32, 32, 8, 16, 16, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 1, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 1, 32, 32, 8, 16, 16, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 1, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 4, 1, 32, 32, 8, 16, 16, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 1, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 1, 1, 32, 32, 8, 16, 16, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 32}, {1, 1, 1, 1}, {1, 8, 1, 32}, 0}, { "fwd", miopenHalf, 16, 0, 64, 16, 16, 64, 4, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 1, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 64, 16, 16, 64, 4, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 1, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 64, 16, 16, 64, 4, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 1, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 64, 16, 16, 64, 4, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 1, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 64, 16, 16, 64, 4, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 1, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 64, 16, 16, 64, 4, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 32}, {1, 1, 1, 1}, {1, 16, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 64, 16, 16, 64, 4, 4, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 32}, {1, 2, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 64, 16, 16, 64, 4, 4, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 32}, {1, 2, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 64, 16, 16, 64, 4, 4, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 32}, {1, 2, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 64, 16, 16, 64, 4, 4, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 32}, {1, 2, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 64, 16, 16, 64, 4, 4, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 32}, {1, 2, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 64, 16, 16, 64, 4, 4, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 32}, {1, 2, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 64, 16, 16, 64, 4, 4, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 32}, {1, 1, 2, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenHalf, 1, 0, 64, 16, 16, 64, 4, 4, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 32}, {1, 1, 2, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenHalf, 4, 1, 64, 16, 16, 64, 4, 4, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 32}, {1, 1, 2, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenHalf, 1, 1, 64, 16, 16, 64, 4, 4, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 32}, {1, 1, 2, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenHalf, 16, 0, 64, 16, 8, 64, 4, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 32}, {1, 1, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 64, 16, 8, 64, 4, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 32}, {1, 1, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 64, 16, 8, 64, 4, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 32}, {1, 1, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 64, 16, 8, 64, 4, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 32}, {1, 1, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 64, 16, 8, 64, 4, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 32}, {1, 1, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 64, 16, 8, 64, 4, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 32}, {1, 1, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 8, 64, 16, 4, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 8}, {1, 8, 1, 1}, {1, 2, 1, 64}, 0}, { "fwd", miopenHalf, 4, 0, 8, 64, 16, 4, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 8}, {1, 8, 1, 1}, {1, 2, 1, 64}, 0}, { "fwd", miopenHalf, 1, 0, 8, 64, 16, 4, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 8}, {1, 8, 1, 1}, {1, 2, 1, 64}, 0}, { "fwd", miopenHalf, 16, 1, 8, 64, 16, 4, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 8}, {1, 8, 1, 1}, {1, 2, 1, 64}, 0}, { "fwd", miopenHalf, 4, 1, 8, 64, 16, 4, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 8}, {1, 8, 1, 1}, {1, 2, 1, 64}, 0}, { "fwd", miopenHalf, 1, 1, 8, 64, 16, 4, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 8}, {1, 8, 1, 1}, {1, 2, 1, 64}, 0}, { "fwd", miopenHalf, 4, 0, 8, 64, 16, 4, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 8}, {1, 1, 8, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenHalf, 1, 0, 8, 64, 16, 4, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 8}, {1, 1, 8, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenHalf, 4, 1, 8, 64, 16, 4, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 8}, {1, 1, 8, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenHalf, 1, 1, 8, 64, 16, 4, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 8}, {1, 1, 8, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenHalf, 16, 0, 16, 32, 16, 8, 32, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 4, 1, 1}, {1, 4, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 16, 32, 16, 8, 32, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 4, 1, 1}, {1, 4, 1, 32}, 0}, { "fwd", miopenHalf, 1, 0, 16, 32, 16, 8, 32, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 4, 1, 1}, {1, 4, 1, 32}, 0}, { "fwd", miopenHalf, 16, 1, 16, 32, 16, 8, 32, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 4, 1, 1}, {1, 4, 1, 32}, 0}, { "fwd", miopenHalf, 4, 1, 16, 32, 16, 8, 32, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 4, 1, 1}, {1, 4, 1, 32}, 0}, { "fwd", miopenHalf, 1, 1, 16, 32, 16, 8, 32, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 4, 1, 1}, {1, 4, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 16, 32, 16, 8, 32, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 1, 4, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenHalf, 1, 0, 16, 32, 16, 8, 32, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 1, 4, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenHalf, 4, 1, 16, 32, 16, 8, 32, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 1, 4, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenHalf, 1, 1, 16, 32, 16, 8, 32, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 16, 1, 8}, {1, 1, 4, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenHalf, 16, 0, 16, 32, 16, 8, 32, 4, 2, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 8}, {1, 8, 1, 1}, {1, 2, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 16, 32, 16, 8, 32, 4, 2, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 8}, {1, 8, 1, 1}, {1, 2, 1, 32}, 0}, { "fwd", miopenHalf, 1, 0, 16, 32, 16, 8, 32, 4, 2, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 8}, {1, 8, 1, 1}, {1, 2, 1, 32}, 0}, { "fwd", miopenHalf, 16, 1, 16, 32, 16, 8, 32, 4, 2, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 8}, {1, 8, 1, 1}, {1, 2, 1, 32}, 0}, { "fwd", miopenHalf, 4, 1, 16, 32, 16, 8, 32, 4, 2, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 8}, {1, 8, 1, 1}, {1, 2, 1, 32}, 0}, { "fwd", miopenHalf, 1, 1, 16, 32, 16, 8, 32, 4, 2, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 8}, {1, 8, 1, 1}, {1, 2, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 16, 32, 16, 8, 32, 4, 2, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 8}, {1, 1, 8, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenHalf, 1, 0, 16, 32, 16, 8, 32, 4, 2, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 8}, {1, 1, 8, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenHalf, 4, 1, 16, 32, 16, 8, 32, 4, 2, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 8}, {1, 1, 8, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenHalf, 1, 1, 16, 32, 16, 8, 32, 4, 2, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 8}, {1, 1, 8, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenHalf, 16, 0, 16, 32, 8, 8, 32, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 2, 1, 1}, {1, 4, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 16, 32, 8, 8, 32, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 2, 1, 1}, {1, 4, 1, 32}, 0}, { "fwd", miopenHalf, 1, 0, 16, 32, 8, 8, 32, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 2, 1, 1}, {1, 4, 1, 32}, 0}, { "fwd", miopenHalf, 16, 1, 16, 32, 8, 8, 32, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 2, 1, 1}, {1, 4, 1, 32}, 0}, { "fwd", miopenHalf, 4, 1, 16, 32, 8, 8, 32, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 2, 1, 1}, {1, 4, 1, 32}, 0}, { "fwd", miopenHalf, 1, 1, 16, 32, 8, 8, 32, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 2, 1, 1}, {1, 4, 1, 32}, 0}, { "fwd", miopenHalf, 16, 0, 16, 32, 8, 8, 32, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 1, 2, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 16, 32, 8, 8, 32, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 1, 2, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 16, 32, 8, 8, 32, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 1, 2, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 16, 32, 8, 8, 32, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 1, 2, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 16, 32, 8, 8, 32, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 1, 2, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 16, 32, 8, 8, 32, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 8, 1, 16}, {1, 1, 2, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 16, 32, 8, 8, 32, 4, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 8}, {1, 4, 1, 1}, {1, 2, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 16, 32, 8, 8, 32, 4, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 8}, {1, 4, 1, 1}, {1, 2, 1, 32}, 0}, { "fwd", miopenHalf, 1, 0, 16, 32, 8, 8, 32, 4, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 8}, {1, 4, 1, 1}, {1, 2, 1, 32}, 0}, { "fwd", miopenHalf, 16, 1, 16, 32, 8, 8, 32, 4, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 8}, {1, 4, 1, 1}, {1, 2, 1, 32}, 0}, { "fwd", miopenHalf, 4, 1, 16, 32, 8, 8, 32, 4, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 8}, {1, 4, 1, 1}, {1, 2, 1, 32}, 0}, { "fwd", miopenHalf, 1, 1, 16, 32, 8, 8, 32, 4, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 8}, {1, 4, 1, 1}, {1, 2, 1, 32}, 0}, { "fwd", miopenHalf, 4, 0, 16, 32, 8, 8, 32, 4, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 8}, {1, 1, 4, 1}, {1, 8, 1, 8}, 0}, { "fwd", miopenHalf, 1, 0, 16, 32, 8, 8, 32, 4, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 8}, {1, 1, 4, 1}, {1, 8, 1, 8}, 0}, { "fwd", miopenHalf, 4, 1, 16, 32, 8, 8, 32, 4, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 8}, {1, 1, 4, 1}, {1, 8, 1, 8}, 0}, { "fwd", miopenHalf, 1, 1, 16, 32, 8, 8, 32, 4, 2, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 8}, {1, 1, 4, 1}, {1, 8, 1, 8}, 0}, { "fwd", miopenHalf, 16, 0, 32, 16, 16, 32, 8, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 16}, {1, 2, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 32, 16, 16, 32, 8, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 16}, {1, 2, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 32, 16, 16, 32, 8, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 16}, {1, 2, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 32, 16, 16, 32, 8, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 16}, {1, 2, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 32, 16, 16, 32, 8, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 16}, {1, 2, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 32, 16, 16, 32, 8, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 16}, {1, 2, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 32, 16, 16, 32, 8, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 16}, {1, 1, 2, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenHalf, 1, 0, 32, 16, 16, 32, 8, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 16}, {1, 1, 2, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenHalf, 4, 1, 32, 16, 16, 32, 8, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 16}, {1, 1, 2, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenHalf, 1, 1, 32, 16, 16, 32, 8, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 16}, {1, 1, 2, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenHalf, 16, 0, 32, 16, 16, 32, 8, 4, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 16}, {1, 4, 1, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 32, 16, 16, 32, 8, 4, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 16}, {1, 4, 1, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 32, 16, 16, 32, 8, 4, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 16}, {1, 4, 1, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 32, 16, 16, 32, 8, 4, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 16}, {1, 4, 1, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 32, 16, 16, 32, 8, 4, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 16}, {1, 4, 1, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 32, 16, 16, 32, 8, 4, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 16}, {1, 4, 1, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 32, 16, 16, 32, 8, 4, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 16}, {1, 1, 4, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenHalf, 1, 0, 32, 16, 16, 32, 8, 4, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 16}, {1, 1, 4, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenHalf, 4, 1, 32, 16, 16, 32, 8, 4, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 16}, {1, 1, 4, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenHalf, 1, 1, 32, 16, 16, 32, 8, 4, 1, 2, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 16}, {1, 1, 4, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenHalf, 16, 0, 32, 16, 8, 32, 8, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 16}, {1, 1, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 32, 16, 8, 32, 8, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 16}, {1, 1, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 32, 16, 8, 32, 8, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 16}, {1, 1, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 32, 16, 8, 32, 8, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 16}, {1, 1, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 32, 16, 8, 32, 8, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 16}, {1, 1, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 32, 16, 8, 32, 8, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 16}, {1, 1, 1, 1}, {1, 8, 1, 16}, 0}, { "fwd", miopenHalf, 16, 0, 32, 16, 8, 32, 8, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 16}, {1, 2, 1, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 32, 16, 8, 32, 8, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 16}, {1, 2, 1, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 32, 16, 8, 32, 8, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 16}, {1, 2, 1, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 32, 16, 8, 32, 8, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 16}, {1, 2, 1, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 32, 16, 8, 32, 8, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 16}, {1, 2, 1, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 32, 16, 8, 32, 8, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 16}, {1, 2, 1, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 32, 16, 8, 32, 8, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 16}, {1, 1, 2, 1}, {1, 8, 1, 8}, 0}, { "fwd", miopenHalf, 1, 0, 32, 16, 8, 32, 8, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 16}, {1, 1, 2, 1}, {1, 8, 1, 8}, 0}, { "fwd", miopenHalf, 4, 1, 32, 16, 8, 32, 8, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 16}, {1, 1, 2, 1}, {1, 8, 1, 8}, 0}, { "fwd", miopenHalf, 1, 1, 32, 16, 8, 32, 8, 4, 1, 2, 1, 1, {1, 2, 2, 1}, {1, 4, 1, 16}, {1, 1, 2, 1}, {1, 8, 1, 8}, 0}, { "fwd", miopenHalf, 4, 0, 64, 8, 16, 64, 4, 4, 1, 1, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 32}, {1, 1, 1, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenHalf, 1, 0, 64, 8, 16, 64, 4, 4, 1, 1, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 32}, {1, 1, 1, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenHalf, 4, 1, 64, 8, 16, 64, 4, 4, 1, 1, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 32}, {1, 1, 1, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenHalf, 1, 1, 64, 8, 16, 64, 4, 4, 1, 1, 1, 1, {1, 4, 2, 1}, {1, 4, 1, 32}, {1, 1, 1, 1}, {1, 16, 1, 8}, 0}, { "fwd", miopenHalf, 16, 0, 4, 64, 16, 4, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 4}, {1, 16, 1, 1}, {1, 1, 1, 64}, 0}, { "fwd", miopenHalf, 4, 0, 4, 64, 16, 4, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 4}, {1, 16, 1, 1}, {1, 1, 1, 64}, 0}, { "fwd", miopenHalf, 1, 0, 4, 64, 16, 4, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 4}, {1, 16, 1, 1}, {1, 1, 1, 64}, 0}, { "fwd", miopenHalf, 16, 1, 4, 64, 16, 4, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 4}, {1, 16, 1, 1}, {1, 1, 1, 64}, 0}, { "fwd", miopenHalf, 4, 1, 4, 64, 16, 4, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 4}, {1, 16, 1, 1}, {1, 1, 1, 64}, 0}, { "fwd", miopenHalf, 1, 1, 4, 64, 16, 4, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 4}, {1, 16, 1, 1}, {1, 1, 1, 64}, 0}, { "fwd", miopenHalf, 4, 0, 4, 64, 16, 4, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 4}, {1, 1, 16, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenHalf, 1, 0, 4, 64, 16, 4, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 4}, {1, 1, 16, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenHalf, 4, 1, 4, 64, 16, 4, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 4}, {1, 1, 16, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenHalf, 1, 1, 4, 64, 16, 4, 64, 4, 1, 1, 1, 1, {1, 1, 1, 1}, {1, 16, 1, 4}, {1, 1, 16, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenHalf, 16, 0, 16, 16, 16, 16, 16, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 8}, {1, 4, 1, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 16, 16, 16, 16, 16, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 8}, {1, 4, 1, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 16, 16, 16, 16, 16, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 8}, {1, 4, 1, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 16, 16, 16, 16, 16, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 8}, {1, 4, 1, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 16, 16, 16, 16, 16, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 8}, {1, 4, 1, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 16, 16, 16, 16, 16, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 8}, {1, 4, 1, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 16, 16, 16, 16, 16, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 8}, {1, 1, 4, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenHalf, 1, 0, 16, 16, 16, 16, 16, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 8}, {1, 1, 4, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenHalf, 4, 1, 16, 16, 16, 16, 16, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 8}, {1, 1, 4, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenHalf, 1, 1, 16, 16, 16, 16, 16, 4, 1, 1, 1, 1, {1, 2, 2, 1}, {1, 8, 1, 8}, {1, 1, 4, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenHalf, 16, 0, 16, 16, 8, 16, 16, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 8}, {1, 2, 1, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 16, 16, 8, 16, 16, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 8}, {1, 2, 1, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenHalf, 1, 0, 16, 16, 8, 16, 16, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 8}, {1, 2, 1, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenHalf, 16, 1, 16, 16, 8, 16, 16, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 8}, {1, 2, 1, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenHalf, 4, 1, 16, 16, 8, 16, 16, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 8}, {1, 2, 1, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenHalf, 1, 1, 16, 16, 8, 16, 16, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 8}, {1, 2, 1, 1}, {1, 4, 1, 16}, 0}, { "fwd", miopenHalf, 4, 0, 16, 16, 8, 16, 16, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 8}, {1, 1, 2, 1}, {1, 8, 1, 8}, 0}, { "fwd", miopenHalf, 1, 0, 16, 16, 8, 16, 16, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 8}, {1, 1, 2, 1}, {1, 8, 1, 8}, 0}, { "fwd", miopenHalf, 4, 1, 16, 16, 8, 16, 16, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 8}, {1, 1, 2, 1}, {1, 8, 1, 8}, 0}, { "fwd", miopenHalf, 1, 1, 16, 16, 8, 16, 16, 4, 1, 1, 1, 1, {1, 1, 2, 1}, {1, 8, 1, 8}, {1, 1, 2, 1}, {1, 8, 1, 8}, 0}, { "fwd", miopenHalf, 4, 0, 64, 4, 16, 64, 4, 4, 1, 1, 1, 1, {1, 8, 2, 1}, {1, 2, 1, 32}, {1, 1, 1, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenHalf, 1, 0, 64, 4, 16, 64, 4, 4, 1, 1, 1, 1, {1, 8, 2, 1}, {1, 2, 1, 32}, {1, 1, 1, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenHalf, 4, 1, 64, 4, 16, 64, 4, 4, 1, 1, 1, 1, {1, 8, 2, 1}, {1, 2, 1, 32}, {1, 1, 1, 1}, {1, 16, 1, 4}, 0}, { "fwd", miopenHalf, 1, 1, 64, 4, 16, 64, 4, 4, 1, 1, 1, 1, {1, 8, 2, 1}, {1, 2, 1, 32}, {1, 1, 1, 1}, {1, 16, 1, 4}, 0}, }; // clang-format on return kernel_param_list; } // This is a helper function for selecting better performing config bool mayHaveBiggerN1bClusterSize(int gemm_m, int gemm_n, const TunableImplicitGemmGTCDynamic_t& tunable) { float n_times_m = static_cast(gemm_n) / static_cast(gemm_m); if(n_times_m > 100.0f) { if(tunable.gemm_k_per_block <= 2 * tunable.wave_tile_k) return (false); // N1bClusterSize can be expanded by using half gemm_k_per_block if((tunable.tensor_a_thread_lengths[1] > 1 || tunable.tensor_a_cluster_lengths[3] * 2 <= tunable.gemm_m_per_block) && (tunable.tensor_b_cluster_lengths[3] * 2 <= tunable.gemm_n_per_block)) return (true); }; return (false); } static std::tuple // grid_size FindImplicitGemmGtcDynamicFwdKernel(const ConvolutionContext& ctx) { auto tunables = GetImplicitGemmGtcDynamicFwdXdlopsTunablesList(); const auto& n = ctx.batch_sz; const auto& c = ctx.n_inputs; const auto& k = ctx.n_outputs; const auto& ho = ctx.out_height; const auto& wo = ctx.out_width; const auto stride_h = ctx.out_height > 1 ? ctx.kernel_stride_h : 1; const auto stride_w = ctx.out_width > 1 ? ctx.kernel_stride_w : 1; const auto dilation_h = ctx.kernel_size_h > 1 ? ctx.kernel_dilation_h : 1; const auto dilation_w = ctx.kernel_size_w > 1 ? ctx.kernel_dilation_w : 1; const auto& pad_h = ctx.pad_h; const auto& pad_w = ctx.pad_w; const auto& y = ctx.kernel_size_h; const auto& x = ctx.kernel_size_w; const auto& gemm_m = k; const auto gemm_n = n * ho * wo; const auto gemm_k = c * y * x; const auto& precision = ctx.IsFp16() ? miopenHalf : miopenFloat; for(const auto& cfg : tunables) { if(precision != cfg.precision) continue; if(cfg.nxe == 0) { if((x != 1) || (y != 1) || (stride_h != 1) || (stride_w != 1) || (dilation_h != 1) || (dilation_w != 1) || (pad_h != 0) || (pad_w != 0)) { continue; } }; if(precision == miopenFloat) { if((gemm_n % cfg.gemm_n_per_block != 0) || (gemm_m % cfg.gemm_m_per_block != 0) || (gemm_k % cfg.gemm_k_per_block != 0)) { continue; }; } else { if((gemm_n % cfg.gemm_n_per_block != 0) || (gemm_m % cfg.gemm_m_per_block != 0)) { continue; }; if((gemm_k % cfg.gemm_k_per_block != 0) && (cfg.tensor_a_thread_lengths[1] > 1)) { continue; }; } // Don't have to check, assuming the tunable itself is already valid if(cfg.gemm_n_per_block % cfg.nxb != 0) { continue; }; if(n % (cfg.gemm_n_per_block / cfg.nxb) != 0) { continue; }; if((ho * wo) % cfg.nxb != 0) { continue; }; // tensor_b_thread_lengths[c1e] > 1 can only be used with x=y=1 if(cfg.tensor_b_thread_lengths[1] > 1 && (x != 1 || y != 1)) { continue; }; // try find another config whose n1b cluster is larger if(mayHaveBiggerN1bClusterSize(gemm_m, gemm_n, cfg)) continue; return std::make_tuple(true, cfg, cfg.GetKernelName(), cfg.GetBlockSize(), integer_divide_ceil(gemm_m, cfg.gemm_m_per_block) * integer_divide_ceil(gemm_n, cfg.gemm_n_per_block)); }; // second try, try find if packed image size match for(const auto& cfg : tunables) { const auto b = cfg.nxe == 0 ? (ho * wo) : ((ho * wo + cfg.nxb - 1) / cfg.nxb) * cfg.nxb; // pad to nxb modulo when nxe != 0 const auto gemm_n_packed = n * b; if(precision != cfg.precision) continue; if(cfg.nxe == 0) { if((x != 1) || (y != 1) || (stride_h != 1) || (stride_w != 1) || (dilation_h != 1) || (dilation_w != 1) || (pad_h != 0) || (pad_w != 0)) { continue; } }; if(precision == miopenFloat) { if((gemm_n_packed % cfg.gemm_n_per_block != 0) || (gemm_m % cfg.gemm_m_per_block != 0) || (gemm_k % cfg.gemm_k_per_block != 0)) { continue; }; } else { if((gemm_n_packed % cfg.gemm_n_per_block != 0)) { continue; }; if((gemm_k % cfg.gemm_k_per_block != 0) && (cfg.tensor_a_thread_lengths[1] > 1)) { continue; }; } // Don't have to check, assuming the tunable itself is already valid if(cfg.gemm_n_per_block % cfg.nxb != 0) { continue; }; if(n % (cfg.gemm_n_per_block / cfg.nxb) != 0) { continue; }; // tensor_b_thread_lengths[c1e] > 1 can only be used with x=y=1 if(cfg.tensor_b_thread_lengths[1] > 1 && (x != 1 || y != 1)) { continue; }; return std::make_tuple(true, cfg, cfg.GetKernelName(), cfg.GetBlockSize(), integer_divide_ceil(gemm_m, cfg.gemm_m_per_block) * integer_divide_ceil(gemm_n_packed, cfg.gemm_n_per_block)); }; return std::make_tuple(false, tunables[0], "", -1, -1); } bool ConvAsmImplicitGemmGTCDynamicFwdXdlops::IsApplicable(const ConvolutionContext& ctx) const { if(miopen::IsDisabled(MIOPEN_DEBUG_CONV_IMPLICIT_GEMM_ASM_FWD_GTC_XDLOPS{})) return false; const auto device_name = ctx.GetStream().GetDeviceName(); if(device_name != "gfx908") return false; if(!ctx.use_asm_kernels) return false; if(!ctx.direction.IsForward()) return false; if(!ctx.Is2d()) return false; if(!ctx.IsFp32() && !ctx.IsFp16()) return false; if(!ctx.rmv.IsV3()) return false; if(ctx.group_counts != 1) return false; if(!ctx.IsLayoutDefault()) { return false; } const auto target = ctx.GetStream().GetTargetProperties(); if(target.Xnack() && *target.Xnack()) return false; bool isValid; std::tie(isValid, std::ignore, std::ignore, std::ignore, std::ignore) = FindImplicitGemmGtcDynamicFwdKernel(ctx); return isValid; } ConvSolution ConvAsmImplicitGemmGTCDynamicFwdXdlops::GetSolution(const ConvolutionContext& ctx) const { ConvSolution result; KernelInfo kernel; std::ostringstream options; std::string kernel_name; int block_size; int grid_size; TunableImplicitGemmGTCDynamic_t cfg; std::tie(std::ignore, cfg, kernel_name, block_size, grid_size) = FindImplicitGemmGtcDynamicFwdKernel(ctx); std::ostringstream kernel_file_name; kernel_file_name << kernel_name << ".s"; kernel.kernel_file = kernel_file_name.str(); kernel.kernel_name = kernel_name; kernel.g_wk.clear(); kernel.g_wk.push_back(grid_size * block_size); kernel.g_wk.push_back(1); kernel.g_wk.push_back(1); kernel.l_wk.clear(); kernel.l_wk.push_back(block_size); kernel.l_wk.push_back(1); kernel.l_wk.push_back(1); GenerateClangDefsym(options, "ROCM_METADATA_VERSION", ctx.rmv.UseV3() ? 5 : 4); kernel.comp_options = options.str(); MIOPEN_LOG_I2(kernel.kernel_file + ":" + kernel.kernel_name); result.invoker_factory = conv::MakeImplGemmDynamicForwardInvokerFactory(ctx, cfg); result.construction_params.push_back(kernel); return result; } } // namespace solver } // namespace miopen