// // ShapeSplitGelu.cpp // MNN // // Created by MNN on 2023/09/10. // Copyright © 2018, Alibaba Group Holding Limited // #ifdef MNN_SUPPORT_TRANSFORMER_FUSE #include "shape/SizeComputer.hpp" #include "core/Macro.h" #include "core/TensorUtils.hpp" namespace MNN { class SplitGeLUSizeComputer : public SizeComputer { virtual bool onComputeSize(const MNN::Op* op, const std::vector& inputs, const std::vector& outputs) const override { auto input0 = inputs[0], output0 = outputs[0]; MNN_ASSERT(inputs.size() == 1); MNN_ASSERT(input0->buffer().dimensions == 3); output0->buffer().dimensions = 3; output0->buffer().dim[0].extent = input0->buffer().dim[0].extent; output0->buffer().dim[1].extent = input0->buffer().dim[1].extent; output0->buffer().dim[2].extent = input0->buffer().dim[2].extent / 2; //MNN_PRINT("SplitGelu shape:%d %d, %d %d %d %d %d\n", input0->buffer().dimensions, output0->buffer().dimensions, input0->buffer().dim[0].extent, input0->buffer().dim[1].extent, input0->buffer().dim[2].extent, input0->buffer().dim[3].extent, input0->buffer().dim[4].extent); output0->buffer().type = input0->buffer().type; TensorUtils::getDescribe(output0)->dimensionFormat = TensorUtils::getDescribe(input0)->dimensionFormat; return true; } }; class SeqLen2SpatialSizeComputer : public SizeComputer { virtual bool onComputeSize(const MNN::Op* op, const std::vector& inputs, const std::vector& outputs) const override { MNN_ASSERT(inputs.size() == 4); auto input3 = inputs[0]; auto output0 = outputs[0]; output0->buffer().dimensions = input3->buffer().dimensions; for(int i = 0; i < input3->buffer().dimensions; i++) { output0->buffer().dim[i].extent = input3->buffer().dim[i].extent; } output0->buffer().type = input3->buffer().type; TensorUtils::getDescribe(output0)->dimensionFormat = TensorUtils::getDescribe(input3)->dimensionFormat; return true; } }; REGISTER_SHAPE_INPUTS_TRANSFORMER_FUSE(SplitGeLUSizeComputer, OpType_SplitGeLU); REGISTER_SHAPE_INPUTS_TRANSFORMER_FUSE(SeqLen2SpatialSizeComputer, OpType_SeqLen2Spatial); } // namespace MNN #endif