diff --git a/mindspore/ccsrc/plugin/device/gpu/kernel/arrays/slice_gpu_kernel.cc b/mindspore/ccsrc/plugin/device/gpu/kernel/arrays/slice_gpu_kernel.cc
index 34507cdd296..211547c9192 100644
--- a/mindspore/ccsrc/plugin/device/gpu/kernel/arrays/slice_gpu_kernel.cc
+++ b/mindspore/ccsrc/plugin/device/gpu/kernel/arrays/slice_gpu_kernel.cc
@@ -26,150 +26,163 @@ std::unique_ptr<cukernel::GpuKernelHelperBase> CreateSliceKernelPtr(const std::s
 using SlicePtrCreatorFunc =
   std::function<std::unique_ptr<cukernel::GpuKernelHelperBase>(const std::string &, const uint32_t &)>;
 
-const std::vector<std::pair<KernelAttr, SlicePtrCreatorFunc>> kernel_attr = {{KernelAttr()
-                                                                                .AddInputAttr(kNumberTypeFloat64)
-                                                                                .AddInputAttr(kNumberTypeInt64)
-                                                                                .AddInputAttr(kNumberTypeInt64)
-                                                                                .AddOutputAttr(kNumberTypeFloat64),
-                                                                              CreateSliceKernelPtr<double, int64_t>},
-                                                                             {KernelAttr()
-                                                                                .AddInputAttr(kNumberTypeFloat32)
-                                                                                .AddInputAttr(kNumberTypeInt64)
-                                                                                .AddInputAttr(kNumberTypeInt64)
-                                                                                .AddOutputAttr(kNumberTypeFloat32),
-                                                                              CreateSliceKernelPtr<float, int64_t>},
-                                                                             {KernelAttr()
-                                                                                .AddInputAttr(kNumberTypeFloat16)
-                                                                                .AddInputAttr(kNumberTypeInt64)
-                                                                                .AddInputAttr(kNumberTypeInt64)
-                                                                                .AddOutputAttr(kNumberTypeFloat16),
-                                                                              CreateSliceKernelPtr<half, int64_t>},
-                                                                             {KernelAttr()
-                                                                                .AddInputAttr(kNumberTypeInt64)
-                                                                                .AddInputAttr(kNumberTypeInt64)
-                                                                                .AddInputAttr(kNumberTypeInt64)
-                                                                                .AddOutputAttr(kNumberTypeInt64),
-                                                                              CreateSliceKernelPtr<int64_t, int64_t>},
-                                                                             {KernelAttr()
-                                                                                .AddInputAttr(kNumberTypeInt32)
-                                                                                .AddInputAttr(kNumberTypeInt64)
-                                                                                .AddInputAttr(kNumberTypeInt64)
-                                                                                .AddOutputAttr(kNumberTypeInt32),
-                                                                              CreateSliceKernelPtr<int32_t, int64_t>},
-                                                                             {KernelAttr()
-                                                                                .AddInputAttr(kNumberTypeInt16)
-                                                                                .AddInputAttr(kNumberTypeInt64)
-                                                                                .AddInputAttr(kNumberTypeInt64)
-                                                                                .AddOutputAttr(kNumberTypeInt16),
-                                                                              CreateSliceKernelPtr<int16_t, int64_t>},
-                                                                             {KernelAttr()
-                                                                                .AddInputAttr(kNumberTypeInt8)
-                                                                                .AddInputAttr(kNumberTypeInt64)
-                                                                                .AddInputAttr(kNumberTypeInt64)
-                                                                                .AddOutputAttr(kNumberTypeInt8),
-                                                                              CreateSliceKernelPtr<char, int64_t>},
-                                                                             {KernelAttr()
-                                                                                .AddInputAttr(kNumberTypeUInt64)
-                                                                                .AddInputAttr(kNumberTypeInt64)
-                                                                                .AddInputAttr(kNumberTypeInt64)
-                                                                                .AddOutputAttr(kNumberTypeUInt64),
-                                                                              CreateSliceKernelPtr<uint64_t, int64_t>},
-                                                                             {KernelAttr()
-                                                                                .AddInputAttr(kNumberTypeUInt32)
-                                                                                .AddInputAttr(kNumberTypeInt64)
-                                                                                .AddInputAttr(kNumberTypeInt64)
-                                                                                .AddOutputAttr(kNumberTypeUInt32),
-                                                                              CreateSliceKernelPtr<uint32_t, int64_t>},
-                                                                             {KernelAttr()
-                                                                                .AddInputAttr(kNumberTypeUInt16)
-                                                                                .AddInputAttr(kNumberTypeInt64)
-                                                                                .AddInputAttr(kNumberTypeInt64)
-                                                                                .AddOutputAttr(kNumberTypeUInt16),
-                                                                              CreateSliceKernelPtr<uint16_t, int64_t>},
-                                                                             {KernelAttr()
-                                                                                .AddInputAttr(kNumberTypeUInt8)
-                                                                                .AddInputAttr(kNumberTypeInt64)
-                                                                                .AddInputAttr(kNumberTypeInt64)
-                                                                                .AddOutputAttr(kNumberTypeUInt8),
-                                                                              CreateSliceKernelPtr<uchar, int64_t>},
-                                                                             {KernelAttr()
-                                                                                .AddInputAttr(kNumberTypeBool)
-                                                                                .AddInputAttr(kNumberTypeInt64)
-                                                                                .AddInputAttr(kNumberTypeInt64)
-                                                                                .AddOutputAttr(kNumberTypeBool),
-                                                                              CreateSliceKernelPtr<bool, int64_t>},
-                                                                             {KernelAttr()
-                                                                                .AddInputAttr(kNumberTypeFloat64)
-                                                                                .AddInputAttr(kNumberTypeInt32)
-                                                                                .AddInputAttr(kNumberTypeInt32)
-                                                                                .AddOutputAttr(kNumberTypeFloat64),
-                                                                              CreateSliceKernelPtr<double, int32_t>},
-                                                                             {KernelAttr()
-                                                                                .AddInputAttr(kNumberTypeFloat32)
-                                                                                .AddInputAttr(kNumberTypeInt32)
-                                                                                .AddInputAttr(kNumberTypeInt32)
-                                                                                .AddOutputAttr(kNumberTypeFloat32),
-                                                                              CreateSliceKernelPtr<float, int32_t>},
-                                                                             {KernelAttr()
-                                                                                .AddInputAttr(kNumberTypeFloat16)
-                                                                                .AddInputAttr(kNumberTypeInt32)
-                                                                                .AddInputAttr(kNumberTypeInt32)
-                                                                                .AddOutputAttr(kNumberTypeFloat16),
-                                                                              CreateSliceKernelPtr<half, int32_t>},
-                                                                             {KernelAttr()
-                                                                                .AddInputAttr(kNumberTypeInt64)
-                                                                                .AddInputAttr(kNumberTypeInt32)
-                                                                                .AddInputAttr(kNumberTypeInt32)
-                                                                                .AddOutputAttr(kNumberTypeInt64),
-                                                                              CreateSliceKernelPtr<int64_t, int32_t>},
-                                                                             {KernelAttr()
-                                                                                .AddInputAttr(kNumberTypeInt32)
-                                                                                .AddInputAttr(kNumberTypeInt32)
-                                                                                .AddInputAttr(kNumberTypeInt32)
-                                                                                .AddOutputAttr(kNumberTypeInt32),
-                                                                              CreateSliceKernelPtr<int32_t, int32_t>},
-                                                                             {KernelAttr()
-                                                                                .AddInputAttr(kNumberTypeInt16)
-                                                                                .AddInputAttr(kNumberTypeInt32)
-                                                                                .AddInputAttr(kNumberTypeInt32)
-                                                                                .AddOutputAttr(kNumberTypeInt16),
-                                                                              CreateSliceKernelPtr<int16_t, int32_t>},
-                                                                             {KernelAttr()
-                                                                                .AddInputAttr(kNumberTypeInt8)
-                                                                                .AddInputAttr(kNumberTypeInt32)
-                                                                                .AddInputAttr(kNumberTypeInt32)
-                                                                                .AddOutputAttr(kNumberTypeInt8),
-                                                                              CreateSliceKernelPtr<char, int32_t>},
-                                                                             {KernelAttr()
-                                                                                .AddInputAttr(kNumberTypeUInt64)
-                                                                                .AddInputAttr(kNumberTypeInt32)
-                                                                                .AddInputAttr(kNumberTypeInt32)
-                                                                                .AddOutputAttr(kNumberTypeUInt64),
-                                                                              CreateSliceKernelPtr<uint64_t, int32_t>},
-                                                                             {KernelAttr()
-                                                                                .AddInputAttr(kNumberTypeUInt32)
-                                                                                .AddInputAttr(kNumberTypeInt32)
-                                                                                .AddInputAttr(kNumberTypeInt32)
-                                                                                .AddOutputAttr(kNumberTypeUInt32),
-                                                                              CreateSliceKernelPtr<uint32_t, int32_t>},
-                                                                             {KernelAttr()
-                                                                                .AddInputAttr(kNumberTypeUInt16)
-                                                                                .AddInputAttr(kNumberTypeInt32)
-                                                                                .AddInputAttr(kNumberTypeInt32)
-                                                                                .AddOutputAttr(kNumberTypeUInt16),
-                                                                              CreateSliceKernelPtr<uint16_t, int32_t>},
-                                                                             {KernelAttr()
-                                                                                .AddInputAttr(kNumberTypeUInt8)
-                                                                                .AddInputAttr(kNumberTypeInt32)
-                                                                                .AddInputAttr(kNumberTypeInt32)
-                                                                                .AddOutputAttr(kNumberTypeUInt8),
-                                                                              CreateSliceKernelPtr<uchar, int32_t>},
-                                                                             {KernelAttr()
-                                                                                .AddInputAttr(kNumberTypeBool)
-                                                                                .AddInputAttr(kNumberTypeInt32)
-                                                                                .AddInputAttr(kNumberTypeInt32)
-                                                                                .AddOutputAttr(kNumberTypeBool),
-                                                                              CreateSliceKernelPtr<bool, int32_t>}};
+const std::vector<std::pair<KernelAttr, SlicePtrCreatorFunc>> kernel_attr = {
+  {KernelAttr().AddInputAttr(kNumberTypeFloat64).AddOutputAttr(kNumberTypeFloat64), CreateSliceKernelPtr<double>},
+  {KernelAttr().AddInputAttr(kNumberTypeFloat32).AddOutputAttr(kNumberTypeFloat32), CreateSliceKernelPtr<float>},
+  {KernelAttr().AddInputAttr(kNumberTypeFloat16).AddOutputAttr(kNumberTypeFloat16), CreateSliceKernelPtr<half>},
+  {KernelAttr().AddInputAttr(kNumberTypeInt64).AddOutputAttr(kNumberTypeInt64), CreateSliceKernelPtr<int64_t>},
+  {KernelAttr().AddInputAttr(kNumberTypeInt32).AddOutputAttr(kNumberTypeInt32), CreateSliceKernelPtr<int32_t>},
+  {KernelAttr().AddInputAttr(kNumberTypeInt16).AddOutputAttr(kNumberTypeInt16), CreateSliceKernelPtr<int16_t>},
+  {KernelAttr().AddInputAttr(kNumberTypeInt8).AddOutputAttr(kNumberTypeInt8), CreateSliceKernelPtr<char>},
+  {KernelAttr().AddInputAttr(kNumberTypeUInt64).AddOutputAttr(kNumberTypeUInt64), CreateSliceKernelPtr<uint64_t>},
+  {KernelAttr().AddInputAttr(kNumberTypeUInt32).AddOutputAttr(kNumberTypeUInt32), CreateSliceKernelPtr<uint32_t>},
+  {KernelAttr().AddInputAttr(kNumberTypeUInt16).AddOutputAttr(kNumberTypeUInt16), CreateSliceKernelPtr<uint16_t>},
+  {KernelAttr().AddInputAttr(kNumberTypeUInt8).AddOutputAttr(kNumberTypeUInt8), CreateSliceKernelPtr<uchar>},
+  {KernelAttr().AddInputAttr(kNumberTypeBool).AddOutputAttr(kNumberTypeBool), CreateSliceKernelPtr<bool>},
+  {KernelAttr()
+     .AddInputAttr(kNumberTypeFloat64)
+     .AddInputAttr(kNumberTypeInt64)
+     .AddInputAttr(kNumberTypeInt64)
+     .AddOutputAttr(kNumberTypeFloat64),
+   CreateSliceKernelPtr<double, int64_t>},
+  {KernelAttr()
+     .AddInputAttr(kNumberTypeFloat32)
+     .AddInputAttr(kNumberTypeInt64)
+     .AddInputAttr(kNumberTypeInt64)
+     .AddOutputAttr(kNumberTypeFloat32),
+   CreateSliceKernelPtr<float, int64_t>},
+  {KernelAttr()
+     .AddInputAttr(kNumberTypeFloat16)
+     .AddInputAttr(kNumberTypeInt64)
+     .AddInputAttr(kNumberTypeInt64)
+     .AddOutputAttr(kNumberTypeFloat16),
+   CreateSliceKernelPtr<half, int64_t>},
+  {KernelAttr()
+     .AddInputAttr(kNumberTypeInt64)
+     .AddInputAttr(kNumberTypeInt64)
+     .AddInputAttr(kNumberTypeInt64)
+     .AddOutputAttr(kNumberTypeInt64),
+   CreateSliceKernelPtr<int64_t, int64_t>},
+  {KernelAttr()
+     .AddInputAttr(kNumberTypeInt32)
+     .AddInputAttr(kNumberTypeInt64)
+     .AddInputAttr(kNumberTypeInt64)
+     .AddOutputAttr(kNumberTypeInt32),
+   CreateSliceKernelPtr<int32_t, int64_t>},
+  {KernelAttr()
+     .AddInputAttr(kNumberTypeInt16)
+     .AddInputAttr(kNumberTypeInt64)
+     .AddInputAttr(kNumberTypeInt64)
+     .AddOutputAttr(kNumberTypeInt16),
+   CreateSliceKernelPtr<int16_t, int64_t>},
+  {KernelAttr()
+     .AddInputAttr(kNumberTypeInt8)
+     .AddInputAttr(kNumberTypeInt64)
+     .AddInputAttr(kNumberTypeInt64)
+     .AddOutputAttr(kNumberTypeInt8),
+   CreateSliceKernelPtr<char, int64_t>},
+  {KernelAttr()
+     .AddInputAttr(kNumberTypeUInt64)
+     .AddInputAttr(kNumberTypeInt64)
+     .AddInputAttr(kNumberTypeInt64)
+     .AddOutputAttr(kNumberTypeUInt64),
+   CreateSliceKernelPtr<uint64_t, int64_t>},
+  {KernelAttr()
+     .AddInputAttr(kNumberTypeUInt32)
+     .AddInputAttr(kNumberTypeInt64)
+     .AddInputAttr(kNumberTypeInt64)
+     .AddOutputAttr(kNumberTypeUInt32),
+   CreateSliceKernelPtr<uint32_t, int64_t>},
+  {KernelAttr()
+     .AddInputAttr(kNumberTypeUInt16)
+     .AddInputAttr(kNumberTypeInt64)
+     .AddInputAttr(kNumberTypeInt64)
+     .AddOutputAttr(kNumberTypeUInt16),
+   CreateSliceKernelPtr<uint16_t, int64_t>},
+  {KernelAttr()
+     .AddInputAttr(kNumberTypeUInt8)
+     .AddInputAttr(kNumberTypeInt64)
+     .AddInputAttr(kNumberTypeInt64)
+     .AddOutputAttr(kNumberTypeUInt8),
+   CreateSliceKernelPtr<uchar, int64_t>},
+  {KernelAttr()
+     .AddInputAttr(kNumberTypeBool)
+     .AddInputAttr(kNumberTypeInt64)
+     .AddInputAttr(kNumberTypeInt64)
+     .AddOutputAttr(kNumberTypeBool),
+   CreateSliceKernelPtr<bool, int64_t>},
+  {KernelAttr()
+     .AddInputAttr(kNumberTypeFloat64)
+     .AddInputAttr(kNumberTypeInt32)
+     .AddInputAttr(kNumberTypeInt32)
+     .AddOutputAttr(kNumberTypeFloat64),
+   CreateSliceKernelPtr<double, int32_t>},
+  {KernelAttr()
+     .AddInputAttr(kNumberTypeFloat32)
+     .AddInputAttr(kNumberTypeInt32)
+     .AddInputAttr(kNumberTypeInt32)
+     .AddOutputAttr(kNumberTypeFloat32),
+   CreateSliceKernelPtr<float, int32_t>},
+  {KernelAttr()
+     .AddInputAttr(kNumberTypeFloat16)
+     .AddInputAttr(kNumberTypeInt32)
+     .AddInputAttr(kNumberTypeInt32)
+     .AddOutputAttr(kNumberTypeFloat16),
+   CreateSliceKernelPtr<half, int32_t>},
+  {KernelAttr()
+     .AddInputAttr(kNumberTypeInt64)
+     .AddInputAttr(kNumberTypeInt32)
+     .AddInputAttr(kNumberTypeInt32)
+     .AddOutputAttr(kNumberTypeInt64),
+   CreateSliceKernelPtr<int64_t, int32_t>},
+  {KernelAttr()
+     .AddInputAttr(kNumberTypeInt32)
+     .AddInputAttr(kNumberTypeInt32)
+     .AddInputAttr(kNumberTypeInt32)
+     .AddOutputAttr(kNumberTypeInt32),
+   CreateSliceKernelPtr<int32_t, int32_t>},
+  {KernelAttr()
+     .AddInputAttr(kNumberTypeInt16)
+     .AddInputAttr(kNumberTypeInt32)
+     .AddInputAttr(kNumberTypeInt32)
+     .AddOutputAttr(kNumberTypeInt16),
+   CreateSliceKernelPtr<int16_t, int32_t>},
+  {KernelAttr()
+     .AddInputAttr(kNumberTypeInt8)
+     .AddInputAttr(kNumberTypeInt32)
+     .AddInputAttr(kNumberTypeInt32)
+     .AddOutputAttr(kNumberTypeInt8),
+   CreateSliceKernelPtr<char, int32_t>},
+  {KernelAttr()
+     .AddInputAttr(kNumberTypeUInt64)
+     .AddInputAttr(kNumberTypeInt32)
+     .AddInputAttr(kNumberTypeInt32)
+     .AddOutputAttr(kNumberTypeUInt64),
+   CreateSliceKernelPtr<uint64_t, int32_t>},
+  {KernelAttr()
+     .AddInputAttr(kNumberTypeUInt32)
+     .AddInputAttr(kNumberTypeInt32)
+     .AddInputAttr(kNumberTypeInt32)
+     .AddOutputAttr(kNumberTypeUInt32),
+   CreateSliceKernelPtr<uint32_t, int32_t>},
+  {KernelAttr()
+     .AddInputAttr(kNumberTypeUInt16)
+     .AddInputAttr(kNumberTypeInt32)
+     .AddInputAttr(kNumberTypeInt32)
+     .AddOutputAttr(kNumberTypeUInt16),
+   CreateSliceKernelPtr<uint16_t, int32_t>},
+  {KernelAttr()
+     .AddInputAttr(kNumberTypeUInt8)
+     .AddInputAttr(kNumberTypeInt32)
+     .AddInputAttr(kNumberTypeInt32)
+     .AddOutputAttr(kNumberTypeUInt8),
+   CreateSliceKernelPtr<uchar, int32_t>},
+  {KernelAttr()
+     .AddInputAttr(kNumberTypeBool)
+     .AddInputAttr(kNumberTypeInt32)
+     .AddInputAttr(kNumberTypeInt32)
+     .AddOutputAttr(kNumberTypeBool),
+   CreateSliceKernelPtr<bool, int32_t>}};
 }  // namespace
 
 bool SliceGpuKernelMod::Launch(const std::vector<AddressPtr> &inputs, const std::vector<AddressPtr> &workspace,
diff --git a/mindspore/ccsrc/plugin/device/gpu/optimizer/reg_gpu_const_input_to_attr.h b/mindspore/ccsrc/plugin/device/gpu/optimizer/reg_gpu_const_input_to_attr.h
index e507e91447c..9b354fa60e9 100644
--- a/mindspore/ccsrc/plugin/device/gpu/optimizer/reg_gpu_const_input_to_attr.h
+++ b/mindspore/ccsrc/plugin/device/gpu/optimizer/reg_gpu_const_input_to_attr.h
@@ -67,6 +67,7 @@ RER_GPU_STATIC_CONST_TO_ATTR(kSubscalarOpName, 1);
 RER_GPU_STATIC_CONST_TO_ATTR(kTensorCopySlicesOpName, 2, 3, 4);
 RER_GPU_STATIC_CONST_TO_ATTR(kTileOpName, 1);
 RER_GPU_STATIC_CONST_TO_ATTR(kTransposeOpName, 1);
+RER_GPU_STATIC_CONST_TO_ATTR(kSliceOpName, 1, 2);
 }  // namespace mindspore::opt
 
 #endif  // MINDSPORE_CCSRC_PLUGIN_GPU_OPTIMIZER_REG_GPU_CONST_INPUT_TO_ATTR_H_