# Copyright (c) 2025 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. import access_topo_drr @access_topo_drr.register_drr_pass("pd_op_cast", tag="default") class PdOpCastAccessTopoPass(access_topo_drr.DrrPass): def source_pattern(self, o, t): o.cast_op = o.ap_native_op("pd_op.cast") o.cast_op([t.input], [t.output]) def result_pattern(self, o, t): o.result_op = o.ap_native_op("pd_op.relu") o.result_op([t.input], [t.output]) @access_topo_drr.register_drr_pass("pd_op_tanh", tag="default") class PdOpTanhAccessTopoPass(access_topo_drr.DrrPass): def source_pattern(self, o, t): o.tanh_op = o.ap_native_op("pd_op.tanh") o.tanh_op([t.input], [t.output]) def result_pattern(self, o, t): o.result_op = o.ap_native_op("pd_op.relu") o.result_op([t.input], [t.output]) @access_topo_drr.register_drr_pass("pd_op_floor", tag="default") class PdOpFloorAccessTopoPass(access_topo_drr.DrrPass): def source_pattern(self, o, t): o.floor_op = o.ap_native_op("pd_op.floor") o.floor_op([t.input], [t.output]) def result_pattern(self, o, t): o.result_op = o.ap_native_op("pd_op.relu") o.result_op([t.input], [t.output]) @access_topo_drr.register_drr_pass("pd_op_erf", tag="default") class PdOpErfAccessTopoPass(access_topo_drr.DrrPass): def source_pattern(self, o, t): o.erf_op = o.ap_native_op("pd_op.erf") o.erf_op([t.input], [t.output]) def result_pattern(self, o, t): o.result_op = o.ap_native_op("pd_op.relu") o.result_op([t.input], [t.output]) @access_topo_drr.register_drr_pass("pd_op_elementwise_pow", tag="default") class PdOpElementwisePowAccessTopoPass(access_topo_drr.DrrPass): def source_pattern(self, o, t): o.source_op = o.ap_native_op("pd_op.elementwise_pow") o.source_op([t.input0, t.input1], [t.output]) def result_pattern(self, o, t): o.result_op = o.ap_native_op("pd_op.add") o.result_op([t.input0, t.input1], [t.output]) @access_topo_drr.register_drr_pass("pd_op_exp", tag="default") class PdOpExpAccessTopoPass(access_topo_drr.DrrPass): def source_pattern(self, o, t): o.exp_op = o.ap_native_op("pd_op.exp") o.exp_op([t.input], [t.output]) def result_pattern(self, o, t): o.result_op = o.ap_native_op("pd_op.relu") o.result_op([t.input], [t.output]) @access_topo_drr.register_drr_pass("cinn_op_scale", tag="default") class CinnOpScaleAccessTopoPass(access_topo_drr.DrrPass): def source_pattern(self, o, t): o.scale_op = o.ap_native_op("cinn_op.scale") o.scale_op([t.input], [t.output]) def result_pattern(self, o, t): o.result_op = o.ap_native_op("pd_op.relu") o.result_op([t.input], [t.output]) @access_topo_drr.register_drr_pass("pd_op_sin", tag="default") class PdOpSinAccessTopoPass(access_topo_drr.DrrPass): def source_pattern(self, o, t): o.sin_op = o.ap_native_op("pd_op.sin") o.sin_op([t.input], [t.output]) def result_pattern(self, o, t): o.result_op = o.ap_native_op("pd_op.relu") o.result_op([t.input], [t.output]) @access_topo_drr.register_drr_pass("cinn_op_yield_store", tag="default") class CinnOpYieldStoreAccessTopoPass(access_topo_drr.DrrPass): def source_pattern(self, o, t): o.yield_op = o.ap_native_op("cinn_op.yield_store") o.yield_op([t.input], [t.output]) def result_pattern(self, o, t): o.result_op = o.ap_native_op("pd_op.relu") o.result_op([t.input], [t.output]) @access_topo_drr.register_drr_pass("pd_op_subtract", tag="default") class PdOpSubtractAccessTopoPass(access_topo_drr.DrrPass): def source_pattern(self, o, t): o.source_op = o.ap_native_op("pd_op.subtract") o.source_op([t.input0, t.input1], [t.output]) def result_pattern(self, o, t): o.result_op = o.ap_native_op("pd_op.add") o.result_op([t.input0, t.input1], [t.output]) @access_topo_drr.register_drr_pass("pd_op_divide", tag="default") class PdOpDivideAccessTopoPass(access_topo_drr.DrrPass): def source_pattern(self, o, t): o.source_op = o.ap_native_op("pd_op.divide") o.source_op([t.input0, t.input1], [t.output]) def result_pattern(self, o, t): o.result_op = o.ap_native_op("pd_op.add") o.result_op([t.input0, t.input1], [t.output]) @access_topo_drr.register_drr_pass("pd_op_multiply", tag="default") class PdOpMultiplyAccessTopoPass(access_topo_drr.DrrPass): def source_pattern(self, o, t): o.source_op = o.ap_native_op("pd_op.multiply") o.source_op([t.input0, t.input1], [t.output]) def result_pattern(self, o, t): o.result_op = o.ap_native_op("pd_op.add") o.result_op([t.input0, t.input1], [t.output]) @access_topo_drr.register_drr_pass("pd_op_maximum", tag="default") class PdOpMaximumAccessTopoPass(access_topo_drr.DrrPass): def source_pattern(self, o, t): o.source_op = o.ap_native_op("pd_op.maximum") o.source_op([t.input0, t.input1], [t.output]) def result_pattern(self, o, t): o.result_op = o.ap_native_op("pd_op.add") o.result_op([t.input0, t.input1], [t.output]) @access_topo_drr.register_drr_pass("pd_op_left_full_add", tag="default") class PdOpLeftFullAddAccessTopoPass(access_topo_drr.DrrPass): def source_pattern(self, o, t): o.full_op = o.ap_native_op("pd_op.full") o.full_op([], [t.intermediate]) o.source_op = o.ap_native_op("pd_op.add") o.source_op([t.intermediate, t.input], [t.output]) def result_pattern(self, o, t): o.result_op = o.ap_native_op("pd_op.relu") o.result_op([t.input], [t.output]) @access_topo_drr.register_drr_pass("pd_op_right_full_add", tag="default") class PdOpRightFullAddAccessTopoPass(access_topo_drr.DrrPass): def source_pattern(self, o, t): o.full_op = o.ap_native_op("pd_op.full") o.full_op([], [t.intermediate]) o.source_op = o.ap_native_op("pd_op.add") o.source_op([t.input, t.intermediate], [t.output]) def result_pattern(self, o, t): o.result_op = o.ap_native_op("pd_op.relu") o.result_op([t.input], [t.output]) @access_topo_drr.register_drr_pass( "full_generate_shape_expand_left_add", tag="default" ) class FullGenerateShapeExpandLeftAddAccessTopoPass(access_topo_drr.DrrPass): def source_pattern(self, o, t): o.full = o.ap_native_op("pd_op.full") o.full([], [t.intermediate0]) o.generate_shape = o.ap_native_op("cinn_op.generate_shape") o.generate_shape([t.input0], [t.intermediate1]) o.expand = o.ap_native_op("pd_op.expand") o.expand([t.intermediate0, t.intermediate1], [t.expanded_input]) o.add = o.ap_native_op("pd_op.add") o.add([t.expanded_input, t.input0], [t.output]) def result_pattern(self, o, t): o.relu = o.ap_native_op("pd_op.relu") o.relu([t.input0], [t.output]) @access_topo_drr.register_drr_pass( "full_generate_shape_expand_right_add", tag="default" ) class FullGenerateShapeExpandRightAddAccessTopoPass(access_topo_drr.DrrPass): def source_pattern(self, o, t): o.full = o.ap_native_op("pd_op.full") o.full([], [t.intermediate0]) o.generate_shape = o.ap_native_op("cinn_op.generate_shape") o.generate_shape([t.input0], [t.intermediate1]) o.expand = o.ap_native_op("pd_op.expand") o.expand([t.intermediate0, t.intermediate1], [t.expanded_input]) o.add = o.ap_native_op("pd_op.add") o.add([t.input0, t.expanded_input], [t.output]) def result_pattern(self, o, t): o.relu = o.ap_native_op("pd_op.relu") o.relu([t.input0], [t.output])