!7227 fix cpu slice with a certain scene

Merge pull request !7227 from baihuawei/fixslice

mindspore/ccsrc/backend/kernel_compiler/cpu/slice_cpu_kernel.cc

@@ -29,30 +29,16 @@ void SliceCPUKernel::InitKernel(const CNodePtr &kernel_node) {
     strides_ = AnfAlgo::GetNodeAttr<std::vector<int>>(kernel_node, STRIDES);
     end_ = AnfAlgo::GetNodeAttr<std::vector<int>>(kernel_node, END);
     TransArg();
-    for (size_t i = 0; i < begin_.size(); i++) {
+    ClipBegin();
-      while (begin_[i] < 0) {
-        begin_[i] = begin_[i] + input_shape_[i];
-      }
-      if (begin_[i] > SizeToInt(input_shape_[i])) {
-        begin_[i] = input_shape_[i];
-      }
-    }
   } else {
     auto sizes = AnfAlgo::GetNodeAttr<std::vector<int>>(kernel_node, SIZE);
     if (sizes.size() != input_shape_.size() || begin_.size() != input_shape_.size()) {
       MS_LOG(EXCEPTION) << "begin|size|input size must be equal";
     }
-    for (size_t i = 0; i < begin_.size(); i++) {
+    ClipBegin();
-      while (begin_[i] < 0) {
-        begin_[i] = begin_[i] + input_shape_[i];
-      }
-      if (begin_[i] > SizeToInt(input_shape_[i])) {
-        begin_[i] = input_shape_[i];
-      }
-    }
     for (size_t i = 0; i < sizes.size(); ++i) {
       while (sizes[i] < 0) {
-        sizes[i] = sizes[i] + input_shape_[i];
+        sizes[i] = sizes[i] + SizeToInt(input_shape_[i]);
       }
       strides_.emplace_back(1);
       end_.emplace_back(begin_[i] + sizes[i]);
@@ -62,7 +48,17 @@ void SliceCPUKernel::InitKernel(const CNodePtr &kernel_node) {
   CPUKernelUtils::GetElementNumEveryDim(input_shape_, &input_element_num_);
   CPUKernelUtils::GetElementNumEveryDim(output_shape_, &output_element_num_);
 }
-
+void SliceCPUKernel::ClipBegin() {
+  for (size_t i = 0; i < begin_.size(); i++) {
+    if (begin_[i] < 0) {
+      auto k = begin_[i] + SizeToInt(input_shape_[i]);
+      begin_[i] = k < 0 ? 0 : k;
+    }
+    if (begin_[i] > SizeToInt(input_shape_[i])) {
+      begin_[i] = SizeToInt(input_shape_[i]);
+    }
+  }
+}
 void SliceCPUKernel::ExpandAllMemberDims() {
   auto input_len = input_shape_.size();
   if (input_len < 4) {
@@ -178,13 +174,13 @@ void SliceCPUKernel::TransArg() {
       MS_LOG(EXCEPTION) << "slice stride cannot be zero";
     }
     if (end_[i] == 0 && begin_[i] < 0) {
-      end_[i] = end_[i] + input_shape_[i];
+      end_[i] = end_[i] + SizeToInt(input_shape_[i]);
     }
-    while (end_[i] < 0) {
+    if (end_[i] < 0) {
-      end_[i] = end_[i] + input_shape_[i];
+      end_[i] = end_[i] + SizeToInt(input_shape_[i]) < 0 ? 0 : end_[i] + SizeToInt(input_shape_[i]);
     }
     if (end_[i] > SizeToInt(input_shape_[i])) {
-      end_[i] = input_shape_[i];
+      end_[i] = SizeToInt(input_shape_[i]);
     }
   }
 }

mindspore/ccsrc/backend/kernel_compiler/cpu/slice_cpu_kernel.h

@@ -41,6 +41,7 @@ class SliceCPUKernel : public CPUKernel {
                         int id) const;
   void CheckParam(const CNodePtr &kernel_node) const;
   void TransArg();
+  void ClipBegin();
   std::vector<int> begin_;
   std::vector<int> end_;
   std::vector<int> strides_;

tests/st/ops/cpu/test_slice_op.py

@@ -138,9 +138,32 @@ def test_slice5():
     assert (output.asnumpy() == inputx[0:3:1, 1:5:1, 0:4:1]).all()
 
 
+class Slice6(nn.Cell):
+    def __init__(self):
+        super(Slice6, self).__init__()
+        self.relu = nn.ReLU()
+
+    def construct(self, x):
+        return (x[-10:], x[-5:10:2, :, :], x[-10:10:1, :, -10:10:1])
+
+
+@pytest.mark.level0
+@pytest.mark.platform_x86_cpu
+@pytest.mark.env_onecard
+def test_slice6():
+    inputx = np.random.rand(4, 4, 4).astype(np.float32)
+    x = Tensor(inputx)
+    slice_op = Slice6()
+    output = slice_op(x)
+    assert (output[0].asnumpy() == inputx[-10:]).all()
+    assert (output[1].asnumpy() == inputx[-5:10:2, :, :]).all()
+    assert (output[2].asnumpy() == inputx[-10:10:1, :, -10:10:1]).all()
+
+
 if __name__ == '__main__':
     test_slice()
     test_slice2()
     test_slice3()
     test_slice4()
     test_slice5()
+    test_slice6()