// Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved. // // Licensed under the Apache License, Version 2.0 (the "License"); // you may not use this file except in compliance with the License. // You may obtain a copy of the License at // // http://www.apache.org/licenses/LICENSE-2.0 // // Unless required by applicable law or agreed to in writing, software // distributed under the License is distributed on an "AS IS" BASIS, // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. // See the License for the specific language governing permissions and // limitations under the License. #include #include "paddle/phi/core/compat/op_utils.h" #include "paddle/utils/small_vector.h" namespace phi { KernelSignature StridedSliceOpArgumentMapping( const ArgumentMappingContext& ctx) { const auto& starts = paddle::any_cast>(ctx.Attr("starts")); const auto& ends = paddle::any_cast>(ctx.Attr("ends")); const auto& strides = paddle::any_cast>(ctx.Attr("strides")); bool use_attr_starts = !ctx.IsRuntime() && !starts.empty(); bool use_attr_ends = !ctx.IsRuntime() && !ends.empty(); bool use_attr_strides = !ctx.IsRuntime() && !strides.empty(); std::string starts_key = ctx.HasInput("StartsTensor") ? "StartsTensor" : (ctx.InputSize("StartsTensorList") > 0 ? (use_attr_starts ? "starts" : "StartsTensorList") : "starts"); std::string ends_key = ctx.HasInput("EndsTensor") ? "EndsTensor" : (ctx.InputSize("EndsTensorList") > 0 ? (use_attr_ends ? "ends" : "EndsTensorList") : "ends"); std::string strides_key = ctx.HasInput("StridesTensor") ? "StridesTensor" : (ctx.InputSize("StridesTensorList") > 0 ? (use_attr_strides ? "strides" : "StridesTensorList") : "strides"); paddle::SmallVector inputs = {"Input"}; paddle::SmallVector attrs = {"axes", starts_key, ends_key, strides_key, "infer_flags", "decrease_axis"}; paddle::SmallVector outputs = {"Out"}; std::string kernel_name; if (ctx.IsDenseTensorVectorInput("Input")) { kernel_name = "strided_slice_array"; } else { kernel_name = "strided_slice_raw"; } // NOTE(dev): Use this to avoid regularization. KernelSignature sig(kernel_name, inputs, attrs, outputs); return sig; } KernelSignature StridedSliceGradOpArgumentMapping( const ArgumentMappingContext& ctx) { const auto& starts = paddle::any_cast>(ctx.Attr("starts")); const auto& ends = paddle::any_cast>(ctx.Attr("ends")); const auto& strides = paddle::any_cast>(ctx.Attr("strides")); bool use_attr_starts = !ctx.IsRuntime() && !starts.empty(); bool use_attr_ends = !ctx.IsRuntime() && !ends.empty(); bool use_attr_strides = !ctx.IsRuntime() && !strides.empty(); std::string starts_key = ctx.HasInput("StartsTensor") ? "StartsTensor" : (ctx.InputSize("StartsTensorList") > 0 ? (use_attr_starts ? "starts" : "StartsTensorList") : "starts"); std::string ends_key = ctx.HasInput("EndsTensor") ? "EndsTensor" : (ctx.InputSize("EndsTensorList") > 0 ? (use_attr_ends ? "ends" : "EndsTensorList") : "ends"); std::string strides_key = ctx.HasInput("StridesTensor") ? "StridesTensor" : (ctx.InputSize("StridesTensorList") > 0 ? (use_attr_strides ? "strides" : "StridesTensorList") : "strides"); paddle::SmallVector inputs = {"Input", GradVarName("Out")}; paddle::SmallVector attrs = {"axes", starts_key, ends_key, strides_key, "infer_flags", "decrease_axis"}; paddle::SmallVector outputs = {GradVarName("Input")}; std::string kernel_name; if (ctx.IsDenseTensorVectorInput("Input")) { kernel_name = "strided_slice_array_grad"; } else { kernel_name = "strided_slice_raw_grad"; } // NOTE(dev): Use this to avoid regularization. KernelSignature sig(kernel_name, inputs, attrs, outputs); return sig; } } // namespace phi PD_REGISTER_ARG_MAPPING_FN(strided_slice, phi::StridedSliceOpArgumentMapping); PD_REGISTER_ARG_MAPPING_FN(strided_slice_grad, phi::StridedSliceGradOpArgumentMapping); /* ****************************************************************** NOTE: The following codes are for 'get_compat_kernel_signature.py' DO NOT EDIT IT if you don't know the mechanism. ****************************************************************** ############################ Forward ############################ return KernelSignature("strided_slice_raw", {"Input"}, {"axes", "StartsTensor", "EndsTensor", "StartsTensor","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_raw", {"Input"}, {"axes", "StartsTensor", "EndsTensor", "StartsTensorList","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_raw", {"Input"}, {"axes", "StartsTensor", "EndsTensor", "starts","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_raw", {"Input"}, {"axes", "StartsTensor", "EndsTensorList", "StartsTensor","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_raw", {"Input"}, {"axes", "StartsTensor", "EndsTensorList", "StartsTensorList","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_raw", {"Input"}, {"axes", "StartsTensor", "EndsTensorList", "starts","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_raw", {"Input"}, {"axes", "StartsTensor", "ends", "StartsTensor","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_raw", {"Input"}, {"axes", "StartsTensor", "ends", "StartsTensorList","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_raw", {"Input"}, {"axes", "StartsTensor", "ends", "starts","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_raw", {"Input"}, {"axes", "StartsTensorList", "EndsTensor", "StartsTensor","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_raw", {"Input"}, {"axes", "StartsTensorList", "EndsTensor", "StartsTensorList","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_raw", {"Input"}, {"axes", "StartsTensorList", "EndsTensor", "starts","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_raw", {"Input"}, {"axes", "StartsTensorList", "EndsTensorList", "StartsTensor","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_raw", {"Input"}, {"axes", "StartsTensorList", "EndsTensorList", "StartsTensorList","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_raw", {"Input"}, {"axes", "StartsTensorList", "EndsTensorList", "starts","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_raw", {"Input"}, {"axes", "StartsTensorList", "ends", "StartsTensor","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_raw", {"Input"}, {"axes", "StartsTensorList", "ends", "StartsTensorList","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_raw", {"Input"}, {"axes", "StartsTensorList", "ends", "starts","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_raw", {"Input"}, {"axes", "starts", "EndsTensor", "StartsTensor","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_raw", {"Input"}, {"axes", "starts", "EndsTensor", "StartsTensorList","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_raw", {"Input"}, {"axes", "starts", "EndsTensor", "starts","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_raw", {"Input"}, {"axes", "starts", "EndsTensorList", "StartsTensor","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_raw", {"Input"}, {"axes", "starts", "EndsTensorList", "StartsTensorList","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_raw", {"Input"}, {"axes", "starts", "EndsTensorList", "starts","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_raw", {"Input"}, {"axes", "starts", "ends", "StartsTensor","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_raw", {"Input"}, {"axes", "starts", "ends", "StartsTensorList","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_raw", {"Input"}, {"axes", "starts", "ends", "starts","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_array", {"Input"}, {"axes", "StartsTensor", "EndsTensor", "StartsTensor","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_array", {"Input"}, {"axes", "StartsTensor", "EndsTensor", "StartsTensorList","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_array", {"Input"}, {"axes", "StartsTensor", "EndsTensor", "starts","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_array", {"Input"}, {"axes", "StartsTensor", "EndsTensorList", "StartsTensor","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_array", {"Input"}, {"axes", "StartsTensor", "EndsTensorList", "StartsTensorList","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_array", {"Input"}, {"axes", "StartsTensor", "EndsTensorList", "starts","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_array", {"Input"}, {"axes", "StartsTensor", "ends", "StartsTensor","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_array", {"Input"}, {"axes", "StartsTensor", "ends", "StartsTensorList","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_array", {"Input"}, {"axes", "StartsTensor", "ends", "starts","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_array", {"Input"}, {"axes", "StartsTensorList", "EndsTensor", "StartsTensor","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_array", {"Input"}, {"axes", "StartsTensorList", "EndsTensor", "StartsTensorList","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_array", {"Input"}, {"axes", "StartsTensorList", "EndsTensor", "starts","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_array", {"Input"}, {"axes", "StartsTensorList", "EndsTensorList", "StartsTensor","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_array", {"Input"}, {"axes", "StartsTensorList", "EndsTensorList", "StartsTensorList","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_array", {"Input"}, {"axes", "StartsTensorList", "EndsTensorList", "starts","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_array", {"Input"}, {"axes", "StartsTensorList", "ends", "StartsTensor","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_array", {"Input"}, {"axes", "StartsTensorList", "ends", "StartsTensorList","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_array", {"Input"}, {"axes", "StartsTensorList", "ends", "starts","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_array", {"Input"}, {"axes", "starts", "EndsTensor", "StartsTensor","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_array", {"Input"}, {"axes", "starts", "EndsTensor", "StartsTensorList","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_array", {"Input"}, {"axes", "starts", "EndsTensor", "starts","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_array", {"Input"}, {"axes", "starts", "EndsTensorList", "StartsTensor","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_array", {"Input"}, {"axes", "starts", "EndsTensorList", "StartsTensorList","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_array", {"Input"}, {"axes", "starts", "EndsTensorList", "starts","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_array", {"Input"}, {"axes", "starts", "ends", "StartsTensor","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_array", {"Input"}, {"axes", "starts", "ends", "StartsTensorList","infer_flags", "decrease_axis"}, {"Out"}); return KernelSignature("strided_slice_array", {"Input"}, {"axes", "starts", "ends", "starts","infer_flags", "decrease_axis"}, {"Out"}); */