!9992 fix strided slice shrink axis mask

From: @zhaozhenlong
Reviewed-by: @zhang_xue_tong,@zhanghaibo5
Signed-off-by: @zhang_xue_tong

mindspore/lite/src/ops/strided_slice.cc

@@ -340,6 +340,7 @@ int StridedSlice::HandleAxesInputExist(const std::vector<lite::Tensor *> &inputs
   return RET_OK;
 }
 
+// note: begin, end, stride length are equal, but may less than rank of input
 int StridedSlice::InferShape(std::vector<lite::Tensor *> inputs, std::vector<lite::Tensor *> outputs) {
   MS_ASSERT(this->primitive_ != nullptr);
   if (outputs.size() != kStridedSliceOutputNum) {
@@ -359,6 +360,9 @@ int StridedSlice::InferShape(std::vector<lite::Tensor *> inputs, std::vector<lit
   auto inferflag = infer_flag();
 
   in_shape_.clear();
+  if (inferflag) {
+    in_shape_.assign(input_shape.begin(), input_shape.end());
+  }
   begins_.clear();
   ends_.clear();
   strides_.clear();
@@ -366,9 +370,6 @@ int StridedSlice::InferShape(std::vector<lite::Tensor *> inputs, std::vector<lit
     ndim_ = static_cast<int>(GetBegin().size());
 
     for (int i = 0; i < ndim_; i++) {
-      if (inferflag) {
-        in_shape_.emplace_back(input_shape.at(i));
-      }
       begins_.emplace_back((GetBegin()).at(i));
       ends_.emplace_back((GetEnd()).at(i));
       strides_.emplace_back((GetStride()).at(i));
@@ -391,9 +392,6 @@ int StridedSlice::InferShape(std::vector<lite::Tensor *> inputs, std::vector<lit
     }
     ndim_ = begin_tensor->ElementsNum();
     for (int i = 0; i < ndim_; ++i) {
-      if (inferflag) {
-        in_shape_.emplace_back(input_shape.at(i));
-      }
       begins_.emplace_back(begin_data[i]);
       ends_.emplace_back(end_data[i]);
       strides_.emplace_back(stride_data[i]);
@@ -431,22 +429,16 @@ int StridedSlice::InferShape(std::vector<lite::Tensor *> inputs, std::vector<lit
   if (!inferflag) {
     return RET_OK;
   }
-  std::vector<int> output_shape;
-  output_shape.clear();
-  output_shape.resize(in_shape_.size());
+  std::vector<int> output_shape(in_shape_);
 
   TransIndexToPositive();
-  for (int i = 0; i < static_cast<int>(in_shape_.size()); i++) {
-    if (i < ndim_ && new_axis_mask_.at(i)) {
-      output_shape.at(i) = 1;
-    } else {
-      if (strides_.at(i) == 0) {
-        MS_LOG(ERROR) << "strides should not be 0.";
-        return RET_INFER_ERR;
-      }
-      output_shape.at(i) =
-        (ends_.at(i) - begins_.at(i) + strides_.at(i) + (strides_.at(i) < 0 ? 1 : -1)) / strides_.at(i);
+  for (int i = 0; i < ndim_; i++) {
+    if (strides_.at(i) == 0) {
+      MS_LOG(ERROR) << "strides should not be 0.";
+      return RET_INFER_ERR;
     }
+    output_shape.at(i) =
+      (ends_.at(i) - begins_.at(i) + strides_.at(i) + (strides_.at(i) < 0 ? 1 : -1)) / strides_.at(i);
   }
 
   output_shape = ApplyShrinkMask(output_shape);