Add complex ops and bprop of real、conj、imag ops

2021-09-22 14:50:18 +08:00 · 2021-09-22 14:50:18 +08:00 · f76cb53cfe
parent c3ce92a9f2
commit f76cb53cfe
43 changed files with 338 additions and 39 deletions
--- a/.jenkins/check/config/filter_pylint.txt
+++ b/.jenkins/check/config/filter_pylint.txt
@ -40,6 +40,7 @@
 "mindspore/model_zoo/official/nlp/bert_thor/src/bert_model.py"                                          "redefined-outer-name"
 "mindspore/mindspore/_extends/parallel_compile/akg_compiler/akg_process.py"                             "Catching too general exception BaseException"
 "mindspore/mindspore/_extends/graph_kernel/model/model.py"                                              "super-on-old-class"
+"mindspore/mindspore/ops/_grad/grad_math_ops.py"                                                        "invalid-unary-operand-type"

 # MindData
 "mindspore/mindspore/dataset/__init__.py"                                                               "redefined-builtin"
--- a/mindspore/ccsrc/backend/kernel_compiler/gpu/cuda_impl/broadcast_impl.cu
+++ b/mindspore/ccsrc/backend/kernel_compiler/gpu/cuda_impl/broadcast_impl.cu
@ -164,6 +164,11 @@ struct RealDivFunc {
  }
 };

+template <typename T>
+struct ComplexFunc {
+  __device__ __host__ __forceinline__ Complex<T> operator()(const T &lhs, const T &rhs) { return Complex<T>(lhs, rhs); }
+};
+
 template <typename T>
 struct DivFunc {
  __device__ __host__ __forceinline__ T operator()(const T &lhs, const T &rhs) { return (lhs / rhs); }
@ -666,6 +671,15 @@ void ElewiseArithComplexKernel(const int &nums, enum BroadcastOpType op, const T
  }
 }

+template <typename T>
+void ElewiseArithComplexKernel(const int &nums, enum BroadcastOpType op, const T *x0, const T *x1, Complex<T> *y,
+                               cudaStream_t stream) {
+  if (op == BROADCAST_TYPE_COMPLEX) {
+    return ElewiseArithComplexKernel<T, T, T, ComplexFunc<T>>
+      <<<(nums + 255) / 256, 256, 0, stream>>>(nums, x0, x1, y);
+  }
+}
+
 template <typename T>
 void ElewiseArith(const int &nums, enum BroadcastOpType op, const T *x0, const T *x1, T *y, cudaStream_t stream) {
  return ElewiseArithKernel(nums, op, x0, x1, y, stream);
@ -725,6 +739,11 @@ template void ElewiseComplexArith(const int &nums, enum BroadcastOpType op, cons
                                  Complex<double> *y, cudaStream_t stream);
 template void ElewiseComplexArith(const int &nums, enum BroadcastOpType op, const double *x0, const Complex<double> *x1,
                                  Complex<double> *y, cudaStream_t stream);
+template void ElewiseComplexArith(const int &nums, enum BroadcastOpType op, const float *x0, const float *x1,
+                                  Complex<float> *y, cudaStream_t stream);
+template void ElewiseComplexArith(const int &nums, enum BroadcastOpType op, const double *x0, const double *x1,
+                                  Complex<double> *y, cudaStream_t stream);
+
 // Broadcast comparison
 __device__ __forceinline__ size_t Index(const size_t &index, const size_t &dim) { return dim == 1 ? 0 : index; }

@ -1062,6 +1081,22 @@ void BroadcastComplexArith(const std::vector<size_t> &x0_dims, const std::vector
  }
 }

+template <typename T>
+void BroadcastComplexArith(const std::vector<size_t> &x0_dims, const std::vector<size_t> &x1_dims,
+                         const std::vector<size_t> &y_dims, enum BroadcastOpType op, const T *x0, const T *x1,
+                         Complex<T> *y, cudaStream_t stream) {
+  size_t size = 1;
+  for (auto d : y_dims) {
+    size *= d;
+  }
+  if (op == BROADCAST_TYPE_COMPLEX) {
+    return BroadcastComplexArithKernel<T, T, T, ComplexFunc<T>><<<(size + 255) / 256, 256, 0, stream>>>(
+      x0_dims[0], x0_dims[1], x0_dims[2], x0_dims[3], x0_dims[4], x0_dims[5], x0_dims[6], x1_dims[0], x1_dims[1],
+      x1_dims[2], x1_dims[3], x1_dims[4], x1_dims[5], x1_dims[6], y_dims[0], y_dims[1], y_dims[2], y_dims[3], y_dims[4],
+      y_dims[5], y_dims[6], x0, x1, y);
+  }
+}
+
 template void BroadcastArith(const std::vector<size_t> &x0_dims, const std::vector<size_t> &x1_dims,
                             const std::vector<size_t> &y_dims, enum BroadcastOpType op, const double *x0,
                             const double *x1, double *y, cudaStream_t stream);
@ -1119,6 +1154,12 @@ template void BroadcastComplexArith(const std::vector<size_t> &x0_dims, const st
 template void BroadcastComplexArith(const std::vector<size_t> &x0_dims, const std::vector<size_t> &x1_dims,
                                    const std::vector<size_t> &y_dims, enum BroadcastOpType op, const double *x0,
                                    const Complex<double> *x1, Complex<double> *y, cudaStream_t stream);
+template void BroadcastComplexArith(const std::vector<size_t> &x0_dims, const std::vector<size_t> &x1_dims,
+                                    const std::vector<size_t> &y_dims, enum BroadcastOpType op, const double *x0,
+                                    const double *x1, Complex<double> *y, cudaStream_t stream);
+template void BroadcastComplexArith(const std::vector<size_t> &x0_dims, const std::vector<size_t> &x1_dims,
+                                    const std::vector<size_t> &y_dims, enum BroadcastOpType op, const float *x0,
+                                    const float *x1, Complex<float> *y, cudaStream_t stream);

 // BroadcastTo
 template <typename T>
--- a/mindspore/ccsrc/backend/kernel_compiler/gpu/cuda_impl/broadcast_impl.cuh
+++ b/mindspore/ccsrc/backend/kernel_compiler/gpu/cuda_impl/broadcast_impl.cuh
@ -49,6 +49,7 @@ enum BroadcastOpType {
  BROADCAST_TYPE_LOGICAL_OR = 22,
  BROADCAST_TYPE_TRUNCATEDIV = 23,
  BROADCAST_TYPE_TRUNCATEMOD = 24,
+  BROADCAST_TYPE_COMPLEX = 25,
  BROADCAST_TYPE_INVALID = 0xffffffff,
 };

@ -76,6 +77,10 @@ template <typename T1, typename T2, typename T3>
 void BroadcastComplexArith(const std::vector<size_t> &x0_dims, const std::vector<size_t> &x1_dims,
                           const std::vector<size_t> &y_dims, enum BroadcastOpType op, const T1 *x0, const T2 *x1,
                           Complex<T3> *y, cudaStream_t stream);
+template <typename T>
+void BroadcastComplexArith(const std::vector<size_t> &x0_dims, const std::vector<size_t> &x1_dims,
+                           const std::vector<size_t> &y_dims, enum BroadcastOpType op, const T *x0, const T *x1,
+                           Complex<T> *y, cudaStream_t stream);

 template <typename T>
 void BroadcastTo(const size_t &i0, const size_t &i1, const size_t &i2, const size_t &i3, const size_t &o0,
--- a/mindspore/ccsrc/backend/kernel_compiler/gpu/math/broadcast_complex_gpu_kernel.cc
+++ b/mindspore/ccsrc/backend/kernel_compiler/gpu/math/broadcast_complex_gpu_kernel.cc
@ -42,5 +42,13 @@ MS_REG_BROADCAST_COMPLEX_GPU_KERNEL(Div, kNumberTypeComplex64, kNumberTypeFloat3
 MS_REG_BROADCAST_COMPLEX_GPU_KERNEL(Div, kNumberTypeComplex128, kNumberTypeFloat64, Complex<double>, double);
 MS_REG_BROADCAST_COMPLEX_GPU_KERNEL(RealDiv, kNumberTypeComplex64, kNumberTypeFloat32, Complex<float>, float);
 MS_REG_BROADCAST_COMPLEX_GPU_KERNEL(RealDiv, kNumberTypeComplex128, kNumberTypeFloat64, Complex<double>, double);
+MS_REG_GPU_KERNEL_THREE(
+  Complex,
+  KernelAttr().AddInputAttr(kNumberTypeFloat32).AddInputAttr(kNumberTypeFloat32).AddOutputAttr(kNumberTypeComplex64),
+  BroadcastComplexOpGpuKernel, float, float, Complex<float>)
+MS_REG_GPU_KERNEL_THREE(
+  Complex,
+  KernelAttr().AddInputAttr(kNumberTypeFloat64).AddInputAttr(kNumberTypeFloat64).AddOutputAttr(kNumberTypeComplex128),
+  BroadcastComplexOpGpuKernel, double, double, Complex<double>)
 }  // namespace kernel
 }  // namespace mindspore
--- a/mindspore/ccsrc/backend/kernel_compiler/gpu/math/broadcast_complex_gpu_kernel.h
+++ b/mindspore/ccsrc/backend/kernel_compiler/gpu/math/broadcast_complex_gpu_kernel.h
@ -118,11 +118,9 @@ class BroadcastComplexOpGpuKernel : public GpuKernel {
 private:
  void GetOpType(const CNodePtr &kernel_node) {
    std::string kernel_name = AnfAlgo::GetCNodeName(kernel_node);
-    static std::map<std::string, BroadcastOpType> kBroadcastArithmetricTypeMap = {{"RealDiv", BROADCAST_TYPE_REALDIV},
-                                                                                  {"Mul", BROADCAST_TYPE_MUL},
-                                                                                  {"Sub", BROADCAST_TYPE_SUB},
-                                                                                  {"Add", BROADCAST_TYPE_ADD},
-                                                                                  {"Div", BROADCAST_TYPE_DIV}};
+    static std::map<std::string, BroadcastOpType> kBroadcastArithmetricTypeMap = {
+      {"RealDiv", BROADCAST_TYPE_REALDIV}, {"Mul", BROADCAST_TYPE_MUL}, {"Sub", BROADCAST_TYPE_SUB},
+      {"Add", BROADCAST_TYPE_ADD},         {"Div", BROADCAST_TYPE_DIV}, {"Complex", BROADCAST_TYPE_COMPLEX}};

    auto iter = kBroadcastArithmetricTypeMap.find(kernel_name);
    if (iter != kBroadcastArithmetricTypeMap.end()) {
--- a/mindspore/core/base/core_ops.h
+++ b/mindspore/core/base/core_ops.h
@ -528,6 +528,7 @@ inline const PrimitivePtr kPrimIsInf = std::make_shared<Primitive>("IsInf");
 inline const PrimitivePtr kPrimIsFinite = std::make_shared<Primitive>("IsFinite");
 inline const PrimitivePtr kPrimLerp = std::make_shared<Primitive>("Lerp");
 inline const PrimitivePtr kPrimSquareSumAll = std::make_shared<Primitive>("SquareSumAll");
+inline const PrimitivePtr kPrimComplex = std::make_shared<Primitive>("Complex");

 // Statements
 inline const PrimitivePtr kPrimReturn = std::make_shared<Primitive>("Return");
--- a/mindspore/core/ops/complex.cc
+++ b/mindspore/core/ops/complex.cc
@ -0,0 +1,129 @@
+/**
+ * Copyright 2020-2021 Huawei Technologies Co., Ltd
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "ops/complex.h"
+#include <complex>
+#include <map>
+#include <string>
+#include <set>
+#include "abstract/primitive_infer_map.h"
+#include "ops/op_utils.h"
+
+namespace mindspore {
+namespace ops {
+namespace {
+template <typename T>
+void ImpleComplex(void *real, void *imag, void *target, size_t size) {
+  MS_EXCEPTION_IF_NULL(real);
+  MS_EXCEPTION_IF_NULL(imag);
+  MS_EXCEPTION_IF_NULL(target);
+  auto real_data = reinterpret_cast<T *>(real);
+  auto imag_data = reinterpret_cast<T *>(imag);
+  auto target_data = reinterpret_cast<std::complex<T> *>(target);
+  MS_EXCEPTION_IF_NULL(real_data);
+  MS_EXCEPTION_IF_NULL(imag_data);
+  MS_EXCEPTION_IF_NULL(target_data);
+  for (size_t i = 0; i < size; ++i) {
+    target_data[i] = std::complex<T>(real_data[i], imag_data[i]);
+  }
+}
+
+abstract::ShapePtr ComplexInferShape(const PrimitivePtr &primitive, const std::vector<AbstractBasePtr> &input_args) {
+  auto shape_map = CheckAndConvertUtils::ConvertShapePtrToShapeMap(input_args[kInputIndex0]->BuildShape());
+  auto in_shape = shape_map[kShape];
+  auto min_shape = shape_map[kMinShape];
+  auto max_shape = shape_map[kMaxShape];
+  return std::make_shared<abstract::Shape>(in_shape, min_shape, max_shape);
+}
+
+TypePtr ComplexInferType(const PrimitivePtr &prim, const std::vector<AbstractBasePtr> &input_args) {
+  std::map<std::string, TypePtr> types;
+  auto real_input_type = input_args[kInputIndex0]->BuildType();
+  auto imag_input_type = input_args[kInputIndex1]->BuildType();
+  (void)types.emplace("real_input", real_input_type);
+  (void)types.emplace("imag_input", imag_input_type);
+  (void)CheckAndConvertUtils::CheckTensorTypeSame(types, std::set<TypePtr>{kFloat32, kFloat64}, prim->name());
+  auto real_input_tensor = real_input_type->cast<TensorTypePtr>();
+  TypeId real_input_tensor_id = real_input_tensor->element()->type_id();
+  return real_input_tensor_id == kNumberTypeFloat32 ? kComplex64 : kComplex128;
+}
+
+AbstractBasePtr ComplexInfer(const abstract::AnalysisEnginePtr &, const PrimitivePtr &primitive,
+                             const std::vector<AbstractBasePtr> &input_args) {
+  MS_EXCEPTION_IF_NULL(primitive);
+  const int64_t input_num = 2;
+  CheckAndConvertUtils::CheckInputArgs(input_args, kEqual, input_num, primitive->name());
+
+  return abstract::MakeAbstract(ComplexInferShape(primitive, input_args), ComplexInferType(primitive, input_args));
+}
+
+ValuePtr ComplexInferValue(const PrimitivePtr &prim, const std::vector<AbstractBasePtr> &input_args) {
+  if (input_args.empty()) {
+    return nullptr;
+  }
+
+  auto real = input_args[kInputIndex0]->BuildValue();
+  if (real == nullptr) {
+    return nullptr;
+  }
+  auto real_tensor = real->cast<tensor::TensorPtr>();
+
+  if (real_tensor == nullptr) {
+    return nullptr;
+  }
+
+  auto imag = input_args[kInputIndex1]->BuildValue();
+  if (imag == nullptr) {
+    return nullptr;
+  }
+  auto imag_tensor = imag->cast<tensor::TensorPtr>();
+
+  if (imag_tensor == nullptr) {
+    return nullptr;
+  }
+
+  if (real_tensor->data_type() != imag_tensor->data_type()) {
+    MS_EXCEPTION(TypeError) << "Inputs of Complex should be same, but got " << real_tensor->data_type() << "and "
+                            << imag_tensor->data_type();
+  }
+
+  auto data_size = real_tensor->DataSize();
+  auto dtype = real_tensor->data_type();
+  auto shape = ComplexInferShape(prim, input_args)->shape();
+  auto output_type = (dtype == kNumberTypeFloat32 ? kNumberTypeComplex64 : kNumberTypeComplex128);
+  auto result_tensor = std::make_shared<tensor::Tensor>(output_type, shape);
+  auto real_datac = real_tensor->data_c();
+  auto imag_datac = imag_tensor->data_c();
+  auto result_datac = result_tensor->data_c();
+  switch (dtype) {
+    case kNumberTypeFloat32: {
+      ImpleComplex<float>(real_datac, imag_datac, result_datac, data_size);
+      break;
+    }
+    case kNumberTypeFloat64: {
+      ImpleComplex<double>(real_datac, imag_datac, result_datac, data_size);
+      break;
+    }
+    default: {
+      MS_EXCEPTION(TypeError) << "Complex unsupported data type: " << real_tensor->ToString();
+    }
+  }
+  return result_tensor;
+}
+}  // namespace
+REGISTER_PRIMITIVE_EVAL_IMPL(Complex, prim::kPrimComplex, ComplexInfer, ComplexInferValue, true);
+}  // namespace ops
+}  // namespace mindspore
--- a/mindspore/core/ops/complex.h
+++ b/mindspore/core/ops/complex.h
@ -0,0 +1,38 @@
+/**
+ * Copyright 2020-2021 Huawei Technologies Co., Ltd
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#ifndef MINDSPORE_CORE_OPS_COMPLEX_H_
+#define MINDSPORE_CORE_OPS_COMPLEX_H_
+#include <memory>
+#include <vector>
+
+#include "abstract/abstract_value.h"
+#include "ops/primitive_c.h"
+#include "utils/check_convert_utils.h"
+
+namespace mindspore {
+namespace ops {
+class MS_CORE_API Complex : public PrimitiveC {
+ public:
+  Complex() : PrimitiveC(prim::kPrimSquare->name()) { InitIOName({"s", "input_imag"}, {"output"}); }
+  ~Complex() = default;
+  MS_DECLARE_PARENT(Complex, PrimitiveC);
+  void Init() {}
+};
+}  // namespace ops
+}  // namespace mindspore
+
+#endif  // MINDSPORE_CORE_OPS_COMPLEX_H_
--- a/mindspore/ops/_grad/grad_math_ops.py
+++ b/mindspore/ops/_grad/grad_math_ops.py
@ -1137,6 +1137,41 @@ def get_bprop_abs(self):
    return bprop


+@bprop_getters.register(P.Conj)
+def get_bprop_conj(self):
+    """Grad definition for `Conj` operation."""
+    conj = P.Conj()
+
+    def bprop(x, out, dout):
+        dx = conj(dout)
+        return (dx,)
+
+    return bprop
+
+
+@bprop_getters.register(P.Real)
+def get_bprop_real(self):
+    """Grad definition for `Real` operation."""
+    cast = P.Cast()
+    dtype = P.DType()
+
+    def bprop(x, out, dout):
+        return (cast(dout, dtype(x)),)
+
+    return bprop
+
+
+@bprop_getters.register(P.Imag)
+def get_bprop_imag(self):
+    """Grad definition for `Imag` operation."""
+    complex_op = P.Complex()
+
+    def bprop(x, out, dout):
+        zeros = zeros_like(dout)
+        return (complex_op(zeros, zeros-1) * dout,)
+
+    return bprop
+
@bprop_getters.register(P.ScalarCast)
 def get_bprop_scalar_cast(self):
    """Generate bprop for ScalarCast"""
--- a/mindspore/ops/bprop_mindir/ApproximateEqual_bprop.mindir
+++ b/mindspore/ops/bprop_mindir/ApproximateEqual_bprop.mindir
@ -16,4 +16,5 @@ bprop.32:x*
 bprop.32:y*
 bprop.32:out*
 
bprop.32:dout2
-bprop.32:[CNode]35:3:€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
+bprop.32:[CNode]35:3:€13f1e8534ff98b1256889fc50eb483e05dc629e575bb06330ae1f2238e2372e82366f7bd59ea5ec135e982de03b4f7cab6b61d833d046a6e13f78bdaf2fb2b22308a904f11db2ab38215d47cda4850a3914997fcd06109bfaa0989d884b51a65565f906930f68ca2413e9ad958d105e129e717cd183b95d11d65a8b0b030fc0d5f6486474eab638624ee1777f9652b2edd3f5f2873c570e2992de1d8b0e878737e635a08323207b4cb3f73fd8437b4d7ee28a7676a68f005a7749bd19e5ed4ec8c5478c3baea09296b77804c1b1016500b393d9513a0b382238539de4f65e5fc8e2ce5b00361039d0c4e69bd7f109a58f426d56b2a58bd719de8724107c0b940a6c407ad6a3b57190d3702d6a45031d13b97bb6952735edf94fb36f73dbff6cdab258748286fc6d783abacce203dfc79d2fc31e23a427ce1f86e08777a687f71c414b8c313aac4f85c6217fbbb7009dd079b2d5548f8b695a470a11cb8cc83e6f5e78f5b3c67f2e7bf339b250c3638aee952e1a073002e2834011401f3827260
+
--- a/mindspore/ops/bprop_mindir/Argmax_bprop.mindir
+++ b/mindspore/ops/bprop_mindir/Argmax_bprop.mindir
@ -9,4 +9,4 @@ s
 bprop.13:x*
 bprop.13:out*
 
bprop.13:dout2
-bprop.13:[CNode]15:2:€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
+bprop.13:[CNode]15:2:€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
--- a/mindspore/ops/bprop_mindir/Argmin_bprop.mindir
+++ b/mindspore/ops/bprop_mindir/Argmin_bprop.mindir
@ -9,4 +9,4 @@ s
 bprop.16:x*
 bprop.16:out*
 
bprop.16:dout2
-bprop.16:[CNode]18:2:€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
+bprop.16:[CNode]18:2:€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
--- a/mindspore/ops/bprop_mindir/AssignAdd_bprop.mindir
+++ b/mindspore/ops/bprop_mindir/AssignAdd_bprop.mindir
@ -16,4 +16,4 @@ bprop.21:x*
 bprop.21:y*
 bprop.21:out*
 
bprop.21:dout2
-bprop.21:[CNode]24:3:€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
+bprop.21:[CNode]24:3:€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
--- a/mindspore/ops/bprop_mindir/AssignSub_bprop.mindir
+++ b/mindspore/ops/bprop_mindir/AssignSub_bprop.mindir
@ -16,4 +16,4 @@ bprop.25:x*
 bprop.25:y*
 bprop.25:out*
 
bprop.25:dout2
-bprop.25:[CNode]28:3:€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
+bprop.25:[CNode]28:3:€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
--- a/mindspore/ops/bprop_mindir/Assign_bprop.mindir
+++ b/mindspore/ops/bprop_mindir/Assign_bprop.mindir
@ -12,4 +12,4 @@ bprop.60:x*
 bprop.60:y*
 bprop.60:out*
 
bprop.60:dout2
-bprop.60:[CNode]62:2:€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
+bprop.60:[CNode]62:2:€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
--- a/mindspore/ops/bprop_mindir/BNTrainingReduce_bprop.mindir
+++ b/mindspore/ops/bprop_mindir/BNTrainingReduce_bprop.mindir
@ -9,4 +9,4 @@ s
 bprop.67:x*
 bprop.67:out*
 
bprop.67:dout2
-bprop.67:[CNode]69:2:€13f1e8534ff98b1256889fc50eb483e05dc629e575bb06330ae1f2238e2372e82366f7bd59ea5ec135e982de03b4f7cab6b61d833d046a6e13f78bdaf2fb2b22308a904f11db2ab38215d47cda4850a3914997fcd06109bfaa0989d884b51a65565f906930f68ca2413e9ad958d105e129e717cd183b95d11d65a8b0b030fc0d5f6486474eab638624ee1777f9652b2edd3f5f2873c570e2992de1d8b0e878737e635a08323207b4cb3f73fd8437b4d7ee28a7676a68f005a7749bd19e5ed4ec8e2ce5b00361039d0c4e69bd7f109a58f426d56b2a58bd719de8724107c0b9409ed3ebf517f1df8674f01f0e2e91023e456ea99273dba7499f29a0c615077bd2a6c407ad6a3b57190d3702d6a45031d13b97bb6952735edf94fb36f73dbff6cdab258748286fc6d783abacce203dfc79d2fc31e23a427ce1f86e08777a687f71c414b8c313aac4f85c6217fbbb7009dd079b2d5548f8b695a470a11cb8cc83e6f5e78f5b3c67f2e7bf339b250c3638aee952e1a073002e2834011401f3827260
+bprop.67:[CNode]69:2:€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
--- a/mindspore/ops/bprop_mindir/Broadcast_bprop.mindir
+++ b/mindspore/ops/bprop_mindir/Broadcast_bprop.mindir
@ -6,4 +6,4 @@ l
 bprop.19:x*
 bprop.19:out*
 
bprop.19:dout2
-bprop.19:[CNode]20:1:€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
+bprop.19:[CNode]20:1:€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
--- a/mindspore/ops/bprop_mindir/DropoutDoMask_bprop.mindir
+++ b/mindspore/ops/bprop_mindir/DropoutDoMask_bprop.mindir
@ -17,4 +17,4 @@
 bprop.110:keep_prob*
 
bprop.110:out*
 bprop.110:dout2
-bprop.110:[CNode]114:4:€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
+bprop.110:[CNode]114:4:€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
--- a/mindspore/ops/bprop_mindir/DropoutGenMask_bprop.mindir
+++ b/mindspore/ops/bprop_mindir/DropoutGenMask_bprop.mindir
@ -12,4 +12,4 @@
 bprop.50:keep_prob*
 bprop.50:out*
 
bprop.50:dout2
-bprop.50:[CNode]53:3:€13f1e8534ff98b1256889fc50eb483e05dc629e575bb06330ae1f2238e2372e82366f7bd59ea5ec135e982de03b4f7cab6b61d833d046a6e13f78bdaf2fb2b22308a904f11db2ab38215d47cda4850a3914997fcd06109bfaa0989d884b51a65565f906930f68ca2413e9ad958d105e129e717cd183b95d11d65a8b0b030fc0d5f6486474eab638624ee1777f9652b2edd3f5f2873c570e2992de1d8b0e878737e635a08323207b4cb3f73fd8437b4d7ee28a7676a68f005a7749bd19e5ed4ec8e2ce5b00361039d0c4e69bd7f109a58f426d56b2a58bd719de8724107c0b9409ed3ebf517f1df8674f01f0e2e91023e456ea99273dba7499f29a0c615077bd2a6c407ad6a3b57190d3702d6a45031d13b97bb6952735edf94fb36f73dbff6cdab258748286fc6d783abacce203dfc79d2fc31e23a427ce1f86e08777a687f71c414b8c313aac4f85c6217fbbb7009dd079b2d5548f8b695a470a11cb8cc83e6f5e78f5b3c67f2e7bf339b250c3638aee952e1a073002e2834011401f3827260
+bprop.50:[CNode]53:3:€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
--- a/mindspore/ops/bprop_mindir/Equal_bprop.mindir
+++ b/mindspore/ops/bprop_mindir/Equal_bprop.mindir
@ -16,4 +16,4 @@ bprop.70:x*
 bprop.70:y*
 bprop.70:out*
 
bprop.70:dout2
-bprop.70:[CNode]73:3:€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
+bprop.70:[CNode]73:3:€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
--- a/mindspore/ops/bprop_mindir/GreaterEqual_bprop.mindir
+++ b/mindspore/ops/bprop_mindir/GreaterEqual_bprop.mindir
@ -16,4 +16,4 @@ bprop.82:x*
 bprop.82:y*
 bprop.82:out*
 
bprop.82:dout2
-bprop.82:[CNode]85:3:€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
+bprop.82:[CNode]85:3:€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
--- a/mindspore/ops/bprop_mindir/Greater_bprop.mindir
+++ b/mindspore/ops/bprop_mindir/Greater_bprop.mindir
@ -16,4 +16,4 @@ bprop.78:x*
 bprop.78:y*
 bprop.78:out*
 
bprop.78:dout2
-bprop.78:[CNode]81:3:€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
+bprop.78:[CNode]81:3:€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
--- a/mindspore/ops/bprop_mindir/IOU_bprop.mindir
+++ b/mindspore/ops/bprop_mindir/IOU_bprop.mindir
@ -16,4 +16,8 @@ bprop.63:x*
 bprop.63:y*
 bprop.63:out*
 
bprop.63:dout2
-bprop.63:[CNode]66:3:€13f1e8534ff98b1256889fc50eb483e05dc629e575bb06330ae1f2238e2372e82366f7bd59ea5ec135e982de03b4f7cab6b61d833d046a6e13f78bdaf2fb2b22308a904f11db2ab38215d47cda4850a3914997fcd06109bfaa0989d884b51a65565f906930f68ca2413e9ad958d105e129e717cd183b95d11d65a8b0b030fc0d5f6486474eab638624ee1777f9652b2edd3f5f2873c570e2992de1d8b0e878737e635a08323207b4cb3f73fd8437b4d7ee28a7676a68f005a7749bd19e5ed4ec8e2ce5b00361039d0c4e69bd7f109a58f426d56b2a58bd719de8724107c0b9409ed3ebf517f1df8674f01f0e2e91023e456ea99273dba7499f29a0c615077bd2a6c407ad6a3b57190d3702d6a45031d13b97bb6952735edf94fb36f73dbff6cdab258748286fc6d783abacce203dfc79d2fc31e23a427ce1f86e08777a687f71c414b8c313aac4f85c6217fbbb7009dd079b2d5548f8b695a470a11cb8cc83e6f5e78f5b3c67f2e7bf339b250c3638aee952e1a073002e2834011401f3827260
+<<<<<<< HEAD
+bprop.63:[CNode]66:3:€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
+=======
+bprop.63:[CNode]66:3:€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
+>>>>>>> Add complex ops and bprop of realã€<C3A3>conjã€<C3A3>imag ops
--- a/mindspore/ops/bprop_mindir/Identity_bprop.mindir
+++ b/mindspore/ops/bprop_mindir/Identity_bprop.mindir
@ -5,4 +5,4 @@ f
 	bprop.2:x*
 bprop.2:out*
 bprop.2:dout2
-bprop.2:[CNode]3:1:€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
+bprop.2:[CNode]3:1:€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
--- a/mindspore/ops/bprop_mindir/IsFinite_bprop.mindir
+++ b/mindspore/ops/bprop_mindir/IsFinite_bprop.mindir
@ -9,4 +9,8 @@ s
 bprop.29:x*
 bprop.29:out*
 
bprop.29:dout2
-bprop.29:[CNode]31:2:€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
+<<<<<<< HEAD
+bprop.29:[CNode]31:2:€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
+=======
+bprop.29:[CNode]31:2:€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
+>>>>>>> Add complex ops and bprop of realã€<C3A3>conjã€<C3A3>imag ops
--- a/mindspore/ops/bprop_mindir/LessEqual_bprop.mindir
+++ b/mindspore/ops/bprop_mindir/LessEqual_bprop.mindir
@ -16,4 +16,4 @@ bprop.90:x*
 bprop.90:y*
 bprop.90:out*
 
bprop.90:dout2
-bprop.90:[CNode]93:3:€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
+bprop.90:[CNode]93:3:€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
--- a/mindspore/ops/bprop_mindir/Less_bprop.mindir
+++ b/mindspore/ops/bprop_mindir/Less_bprop.mindir
@ -16,4 +16,4 @@ bprop.86:x*
 bprop.86:y*
 bprop.86:out*
 
bprop.86:dout2
-bprop.86:[CNode]89:3:€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
+bprop.86:[CNode]89:3:€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
--- a/mindspore/ops/bprop_mindir/LinSpace_bprop.mindir
+++ b/mindspore/ops/bprop_mindir/LinSpace_bprop.mindir
@ -15,4 +15,4 @@
 bprop.45:num*
 bprop.45:out*
 
bprop.45:dout2
-bprop.45:[CNode]49:4:€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
+bprop.45:[CNode]49:4:€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
--- a/mindspore/ops/bprop_mindir/LogicalAnd_bprop.mindir
+++ b/mindspore/ops/bprop_mindir/LogicalAnd_bprop.mindir
@ -16,4 +16,4 @@ bprop.94:x*
 bprop.94:y*
 bprop.94:out*
 
bprop.94:dout2
-bprop.94:[CNode]97:3:€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
+bprop.94:[CNode]97:3:€13f1e8534ff98b1256889fc50eb483e05dc629e575bb06330ae1f2238e2372e82366f7bd59ea5ec135e982de03b4f7cab6b61d833d046a6e13f78bdaf2fb2b22308a904f11db2ab38215d47cda4850a3914997fcd06109bfaa0989d884b51a65565f906930f68ca2413e9ad958d105e129e717cd183b95d11d65a8b0b030fc0d5f6486474eab638624ee1777f9652b2edd3f5f2873c570e2992de1d8b0e878737e635a08323207b4cb3f73fd8437b4d7ee28a7676a68f005a7749bd19e5ed4ec8c5478c3baea09296b77804c1b1016500b393d9513a0b382238539de4f65e5fc8e2ce5b00361039d0c4e69bd7f109a58f426d56b2a58bd719de8724107c0b940a6c407ad6a3b57190d3702d6a45031d13b97bb6952735edf94fb36f73dbff6cdab258748286fc6d783abacce203dfc79d2fc31e23a427ce1f86e08777a687f71c414b8c313aac4f85c6217fbbb7009dd079b2d5548f8b695a470a11cb8cc83e6f5e78f5b3c67f2e7bf339b250c3638aee952e1a073002e2834011401f3827260
--- a/mindspore/ops/bprop_mindir/LogicalNot_bprop.mindir
+++ b/mindspore/ops/bprop_mindir/LogicalNot_bprop.mindir
@ -9,4 +9,4 @@ s
 bprop.39:x*
 bprop.39:out*
 
bprop.39:dout2
-bprop.39:[CNode]41:2:€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--- a/mindspore/ops/bprop_mindir/LogicalOr_bprop.mindir
+++ b/mindspore/ops/bprop_mindir/LogicalOr_bprop.mindir
@ -16,4 +16,4 @@ bprop.98:x*
 bprop.98:y*
 bprop.98:out*
 
bprop.98:dout2
-bprop.98:[CNode]101:3:€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--- a/mindspore/ops/bprop_mindir/NotEqual_bprop.mindir
+++ b/mindspore/ops/bprop_mindir/NotEqual_bprop.mindir
@ -16,4 +16,4 @@ bprop.74:x*
 bprop.74:y*
 bprop.74:out*
 
bprop.74:dout2
-bprop.74:[CNode]77:3:€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--- a/mindspore/ops/bprop_mindir/OneHot_bprop.mindir
+++ b/mindspore/ops/bprop_mindir/OneHot_bprop.mindir
@ -19,4 +19,4 @@
 bprop.54:off_value*
 bprop.54:out*
 
bprop.54:dout2
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--- a/mindspore/ops/bprop_mindir/OnesLike_bprop.mindir
+++ b/mindspore/ops/bprop_mindir/OnesLike_bprop.mindir
@ -7,4 +7,4 @@ l
 	bprop.7:x*
 bprop.7:out*
 bprop.7:dout2
-bprop.7:[CNode]9:2:€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--- a/mindspore/ops/bprop_mindir/Range_bprop.mindir
+++ b/mindspore/ops/bprop_mindir/Range_bprop.mindir
@ -7,4 +7,4 @@ l
 	bprop.4:x*
 bprop.4:out*
 bprop.4:dout2
-bprop.4:[CNode]6:2:€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--- a/mindspore/ops/bprop_mindir/ReLU_bprop.mindir
+++ b/mindspore/ops/bprop_mindir/ReLU_bprop.mindir
@ -8,4 +8,4 @@ f
 	bprop.0:x*
 bprop.0:out*
 bprop.0:dout2
-bprop.0:[CNode]1:2:€13f1e8534ff98b1256889fc50eb483e05dc629e575bb06330ae1f2238e2372e82366f7bd59ea5ec135e982de03b4f7cab6b61d833d046a6e13f78bdaf2fb2b22308a904f11db2ab38215d47cda4850a3914997fcd06109bfaa0989d884b51a65565f906930f68ca2413e9ad958d105e129e717cd183b95d11d65a8b0b030fc0d5f6486474eab638624ee1777f9652b2edd3f5f2873c570e2992de1d8b0e878737e635a08323207b4cb3f73fd8437b4d7ee28a7676a68f005a7749bd19e5ed4ec8e2ce5b00361039d0c4e69bd7f109a58f426d56b2a58bd719de8724107c0b9409ed3ebf517f1df8674f01f0e2e91023e456ea99273dba7499f29a0c615077bd2a6c407ad6a3b57190d3702d6a45031d13b97bb6952735edf94fb36f73dbff6cdab258748286fc6d783abacce203dfc79d2fc31e23a427ce1f86e08777a687f71c414b8c313aac4f85c6217fbbb7009dd079b2d5548f8b695a470a11cb8cc83e6f5e78f5b3c67f2e7bf339b250c3638aee952e1a073002e2834011401f3827260
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--- a/mindspore/ops/bprop_mindir/ReduceAll_bprop.mindir
+++ b/mindspore/ops/bprop_mindir/ReduceAll_bprop.mindir
@ -12,4 +12,4 @@
 bprop.102:axis*
 
bprop.102:out*
 bprop.102:dout2
-bprop.102:[CNode]105:3:€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--- a/mindspore/ops/bprop_mindir/ReduceAny_bprop.mindir
+++ b/mindspore/ops/bprop_mindir/ReduceAny_bprop.mindir
@ -12,4 +12,4 @@
 bprop.106:axis*
 
bprop.106:out*
 bprop.106:dout2
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--- a/mindspore/ops/bprop_mindir/Round_bprop.mindir
+++ b/mindspore/ops/bprop_mindir/Round_bprop.mindir
@ -9,4 +9,4 @@ s
 bprop.42:x*
 bprop.42:out*
 
bprop.42:dout2
-bprop.42:[CNode]44:2:€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
+bprop.42:[CNode]44:2:€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
--- a/mindspore/ops/bprop_mindir/Sign_bprop.mindir
+++ b/mindspore/ops/bprop_mindir/Sign_bprop.mindir
@ -9,4 +9,4 @@ s
 bprop.36:x*
 bprop.36:out*
 
bprop.36:dout2
-bprop.36:[CNode]38:2:€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
+bprop.36:[CNode]38:2:€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
--- a/mindspore/ops/bprop_mindir/ZerosLike_bprop.mindir
+++ b/mindspore/ops/bprop_mindir/ZerosLike_bprop.mindir
@ -9,4 +9,4 @@ r
 bprop.10:x*
 bprop.10:out*
 
bprop.10:dout2
-bprop.10:[CNode]12:2:€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
+bprop.10:[CNode]12:2:€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
--- a/mindspore/ops/operations/init.py
+++ b/mindspore/ops/operations/init.py
@ -59,7 +59,7 @@ from .math_ops import (Abs, ACos, Asin, Asinh, AddN, AccumulateNV2, AssignAdd, A
                       Reciprocal, CumSum, HistogramFixedWidth, SquaredDifference, Xdivy, Xlogy,
                       Sin, Sqrt, Rsqrt, BesselI0e, BesselI1e, TruncateDiv, TruncateMod,
                       Square, Sub, TensorAdd, Add, Sign, Round, SquareSumAll, Atan, Atanh, Cosh, Sinh, Eps, Tan,
-                       MatrixInverse, IndexAdd, Erfinv, Conj, Real, Imag)
+                       MatrixInverse, IndexAdd, Erfinv, Conj, Real, Imag, Complex)

 from .random_ops import (RandomChoiceWithMask, StandardNormal, Gamma, Poisson, UniformInt, UniformReal,
                         RandomCategorical, StandardLaplace, Multinomial, UniformCandidateSampler,
@ -482,7 +482,8 @@ __all__ = [
    "Erfinv",
    "Conj",
    "Real",
-    "Imag"
+    "Imag",
+    "Complex"
 ]

 __sponge__ = [
--- a/mindspore/ops/operations/math_ops.py
+++ b/mindspore/ops/operations/math_ops.py
@ -5411,6 +5411,39 @@ class Real(PrimitiveWithInfer):
            output_dtype = mstype.float64
        return output_dtype

+class Complex(Primitive):
+    """
+    Returns a complex Tensor from the real part and the imag part.
+
+    Inputs:
+        - **real** (Tensor) - The real input tensor. types: float32, float64.
+        - **imag** (Tensor) - The imag input tensor. types: float32, float64.
+
+    Outputs:
+        Tensor, has the complex type.
+
+    Raises:
+       TypeError: If the dtype of input is not one of: float32, float64.
+                  If the dtypes of two inputs are not same.
+
+    Supported Platforms:
+        ``GPU``
+
+    Examples:
+        >>> real = Tensor(np.asarray(1, mindspore.complex64)
+        >>> imag = Tensor(np.asarray(2, mindspore.complex64)
+        >>> complex = ops.Complex()
+        >>> output = complex(real, imag)
+        >>> print(output)
+        (1 + 2j)
+    """
+
+    @prim_attr_register
+    def __init__(self):
+        """Initialize Complex"""
+        self.init_prim_io_names(inputs=['input_real', 'input_imag'], outputs=['output'])
+
+
 class Imag(PrimitiveWithInfer):
    """
    Returns a new tensor containing imaginary value of the input.