forked from mindspore-Ecosystem/mindspore
Support Dropout stra; Add parser's input/output tensor num check
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07fbeedeaf
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@ -416,7 +416,7 @@ Strategys PrepareStrategy(const std::shared_ptr<Graph> &graph, const std::vector
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return PrepareMatMul(graph, ops, iter_graph, iter_ops);
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} else if (type == ONEHOT) {
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return PrepareOneHot(graph, ops, iter_graph, iter_ops);
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} else if ((type == SPARSE_SOFTMAX_CROSS_ENTROPY_WITH_LOGITS) || (type == "_VirtualDataset")) {
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} else if ((type == SPARSE_SOFTMAX_CROSS_ENTROPY_WITH_LOGITS) || (type == "_VirtualDataset") || (type == "Dropout")) {
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return MakeDataParallelStrategy(graph, ops, iter_graph, iter_ops);
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} else {
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return MakeRecSearchStrategy(graph, ops, iter_graph, iter_ops);
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@ -53,6 +53,10 @@ Graph::NodeType MakeNewOperator(const std::vector<std::shared_ptr<OperatorInfo>>
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NewOp.apply.op_type = DictOpType.at(op_type);
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}
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if (ops[iter_ops]->outputs_tensor_info().size() == 0) {
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MS_LOG(EXCEPTION) << ops[iter_ops]->name() << " output tensor info is empty.";
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}
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if (ops[iter_ops]->outputs_tensor_info()[0].shape().size() == 4) {
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NewOp.tensor_parm = MakeTensor(
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ops[iter_ops]->outputs_tensor_info()[0].shape()[0], ops[iter_ops]->outputs_tensor_info()[0].shape()[1],
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@ -74,6 +78,10 @@ Graph::NodeType MakeNewOperator(const std::vector<std::shared_ptr<OperatorInfo>>
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OperatorRec CompleteOperatorInputs(const std::vector<std::shared_ptr<OperatorInfo>> &ops, const size_t iter_ops,
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Graph::NodeType NewTensor) {
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if (ops[iter_ops]->inputs_tensor_info().size() > MAX_INPUT_NUM) {
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MS_LOG(EXCEPTION) << ops[iter_ops]->name() << " input tensor num exceeds limit.";
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}
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for (size_t iter_input_tensors = 0; iter_input_tensors < ops[iter_ops]->inputs_tensor_info().size();
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iter_input_tensors++) {
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if (ops[iter_ops]->inputs_tensor_info()[iter_input_tensors].shape().size() == 4) {
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