/* * The MIT License (MIT) * * Copyright (c) 2015-2022 Advanced Micro Devices, Inc. All rights reserved. * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to deal * 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 namespace migraphx { inline namespace MIGRAPHX_INLINE_NS { namespace cpu { struct dnnl_layernorm : dnnl_op { float epsilon = 1e-12f; template static auto reflect(Self& self, F f) { return pack(f(self.epsilon, "epsilon")); } std::string name() const { return "dnnl::layernorm"; } shape compute_shape(std::vector inputs) const { // Compensate for allocation inputs.pop_back(); check_shapes{this->trim_post_op_inputs(inputs), *this}.has(1); auto s = inputs.at(0); // Call to get_primitive to make sure an algo is available this->get_primitive(this->to_memory_desc(s, inputs)); return s; } dnnl::layer_normalization_forward::desc get_desc(const std::unordered_map& m) const { return {dnnl::prop_kind::forward_inference, m.at(MIGRAPHX_DNNL_PREFIX(ARG_SRC)), 1e-12f, dnnl::normalization_flags::none}; } }; } // namespace cpu } // namespace MIGRAPHX_INLINE_NS } // namespace migraphx