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hub / github.com/alibaba/MNN / onComputeSize

Method onComputeSize

source/shape/ShapeSqueeze.cpp:61–119  ·  view source on GitHub ↗

Source from the content-addressed store, hash-verified

59};
60class SqueezeSizeComputer : public SizeComputer {
61 virtual bool onComputeSize(const MNN::Op* op, const std::vector<Tensor*>& inputs,
62 const std::vector<Tensor*>& outputs) const override {
63 MNN_ASSERT(1 == outputs.size());
64
65 const int* squeezeDim = nullptr;
66 int squeezeDimSize = 0;
67 if (nullptr != op->main_as_SqueezeParam()->squeezeDims()) {
68 squeezeDim = op->main_as_SqueezeParam()->squeezeDims()->data();
69 squeezeDimSize = op->main_as_SqueezeParam()->squeezeDims()->size();
70 } else if (inputs.size() > 1) {
71 squeezeDim = inputs[1]->host<int>();
72 squeezeDimSize = inputs[1]->elementSize();
73 }
74 uint32_t mask[MNN_MAX_TENSOR_DIM];
75 ::memset(mask, 0, sizeof(mask));
76 auto& ob = outputs[0]->buffer();
77 auto& ib = inputs[0]->buffer();
78 for (int i = 0; i < squeezeDimSize; i++) {
79 int axis = squeezeDim[i];
80 if (axis < 0) {
81 axis += ib.dimensions;
82 }
83 if (axis < 0 || axis >= ib.dimensions) {
84 return false;
85 }
86 if (1 != ib.dim[axis].extent) {
87 MNN_ERROR("Cannot Squeeze dim[%d], 1 is expected, %d is got. input shape:", axis, ib.dim[axis].extent);
88 inputs[0]->printShape();
89 return false;
90 }
91 mask[axis] = 1;
92 }
93 if (squeezeDimSize == 0) {
94 for (int i = 0; i < ib.dimensions; ++i) {
95 if (ib.dim[i].extent == 1) {
96 mask[i] = 1;
97 }
98 }
99 }
100 // Count actual unique squeezed dimensions from mask
101 int actualSqueeze = 0;
102 for (int i = 0; i < ib.dimensions; i++) {
103 if (mask[i]) {
104 actualSqueeze++;
105 }
106 }
107
108 ob.dimensions = ib.dimensions - actualSqueeze;
109 int oDim = 0;
110 for (int i = 0; i < ib.dimensions; i++) {
111 if (mask[i] == 0) {
112 ob.dim[oDim].extent = ib.dim[i].extent;
113 oDim++;
114 }
115 }
116 ob.type = inputs[0]->buffer().type;
117 TensorUtils::getDescribe(outputs[0])->dimensionFormat = TensorUtils::getDescribe(inputs[0])->dimensionFormat;
118 return true;

Callers

nothing calls this directly

Calls 4

printShapeMethod · 0.80
sizeMethod · 0.45
dataMethod · 0.45
bufferMethod · 0.45

Tested by

no test coverage detected