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/third_party/mindspore/mindspore/lite/src/ops/populate/v0/
Darithmetic_populate_v0.cc38 param->op_parameter_.type_ = primitive->value_type(); in PopulateArithmeticV0CommonPara()
48 int type = param->op_parameter_.type_; in PopulateArithmeticV0()
50 param->op_parameter_.type_ = schema::PrimitiveType_RealDiv; in PopulateArithmeticV0()
52 param->op_parameter_.type_ = schema::PrimitiveType_LogicalAnd; in PopulateArithmeticV0()
54 param->op_parameter_.type_ = schema::PrimitiveType_LogicalOr; in PopulateArithmeticV0()
56 param->op_parameter_.type_ = schema::PrimitiveType_Equal; in PopulateArithmeticV0()
58 param->op_parameter_.type_ = schema::PrimitiveType_NotEqual; in PopulateArithmeticV0()
60 param->op_parameter_.type_ = schema::PrimitiveType_Less; in PopulateArithmeticV0()
62 param->op_parameter_.type_ = schema::PrimitiveType_LessEqual; in PopulateArithmeticV0()
64 param->op_parameter_.type_ = schema::PrimitiveType_Greater; in PopulateArithmeticV0()
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Darithmetic_self_populate_v0.cc36 arithmetic_self_param->op_parameter_.type_ = schema::PrimitiveType_Abs; in PopulateArithmeticSelfV0()
38 arithmetic_self_param->op_parameter_.type_ = schema::PrimitiveType_Cos; in PopulateArithmeticSelfV0()
40 arithmetic_self_param->op_parameter_.type_ = schema::PrimitiveType_Sin; in PopulateArithmeticSelfV0()
42 arithmetic_self_param->op_parameter_.type_ = schema::PrimitiveType_Log; in PopulateArithmeticSelfV0()
44 arithmetic_self_param->op_parameter_.type_ = schema::PrimitiveType_Neg; in PopulateArithmeticSelfV0()
46 arithmetic_self_param->op_parameter_.type_ = schema::PrimitiveType_NegGrad; in PopulateArithmeticSelfV0()
48 arithmetic_self_param->op_parameter_.type_ = schema::PrimitiveType_LogGrad; in PopulateArithmeticSelfV0()
50 arithmetic_self_param->op_parameter_.type_ = schema::PrimitiveType_Sqrt; in PopulateArithmeticSelfV0()
52 arithmetic_self_param->op_parameter_.type_ = schema::PrimitiveType_Square; in PopulateArithmeticSelfV0()
54 arithmetic_self_param->op_parameter_.type_ = schema::PrimitiveType_Rsqrt; in PopulateArithmeticSelfV0()
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/third_party/mindspore/mindspore/lite/micro/coder/opcoders/serializers/nnacl_serializer/
Dnnacl_fp32_serializer.cc27 … pooling_parameter.op_parameter_, pooling_parameter.pool_mode_, pooling_parameter.round_mode_, in CodeStruct()
41 …CodeBaseStruct("BatchNormParameter", name, batch_norm_parameter.op_parameter_, batch_norm_paramete… in CodeStruct()
47 …CodeBaseStruct("ArithmeticParameter", name, arithmetic_parameter.op_parameter_, arithmetic_paramet… in CodeStruct()
58 CodeBaseStruct("SoftmaxParameter", name, softmax_parameter.op_parameter_, softmax_parameter.axis_, in CodeStruct()
65 …"ConvParameter", name, conv_parameter.op_parameter_, "{}", conv_parameter.kernel_h_, conv_paramete… in CodeStruct()
77 …"MatMulParameter", name, mat_mul_parameter.op_parameter_, mat_mul_parameter.has_bias_, mat_mul_par… in CodeStruct()
86 CodeBaseStruct("ScaleParameter", name, scale_parameter.op_parameter_, scale_parameter.outer_size_, in CodeStruct()
92 …CodeBaseStruct("SliceParameter", name, slice_parameter.op_parameter_, ToString(slice_parameter.sha… in CodeStruct()
98 …CodeBaseStruct("TileParameter", name, tile_parameter.op_parameter_, ToString(tile_parameter.multip… in CodeStruct()
105 …"TransposeParameter", name, transpose_parameter.op_parameter_, ToString(transpose_parameter.perm_), in CodeStruct()
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/third_party/mindspore/mindspore/lite/src/runtime/kernel/arm/fp32/
Dconvolution_delegate_fp32.cc142 auto conv_param = reinterpret_cast<ConvParameter *>(op_parameter_); in SetInputOutputShapeInfo()
156 conv_param->op_parameter_.thread_num_ = op_parameter_->thread_num_; in SetInputOutputShapeInfo()
161 if (conv_param->input_channel_ / op_parameter_->thread_num_ <= 64 && in CheckAvxUseSWConv()
173 auto conv_param = reinterpret_cast<ConvParameter *>(op_parameter_); in CpuConvFp32KernelSelect()
180op_parameter_, in_tensors_, out_tensors_, static_cast<const lite::InnerContext *>(this->ms_context… in CpuConvFp32KernelSelect()
184op_parameter_, in_tensors_, out_tensors_, static_cast<const lite::InnerContext *>(this->ms_context… in CpuConvFp32KernelSelect()
189op_parameter_, in_tensors_, out_tensors_, static_cast<const lite::InnerContext *>(this->ms_context… in CpuConvFp32KernelSelect()
196op_parameter_, in_tensors_, out_tensors_, static_cast<const lite::InnerContext *>(this->ms_context… in CpuConvFp32KernelSelect()
202op_parameter_, in_tensors_, out_tensors_, static_cast<const lite::InnerContext *>(this->ms_context… in CpuConvFp32KernelSelect()
206op_parameter_, in_tensors_, out_tensors_, static_cast<const lite::InnerContext *>(this->ms_context… in CpuConvFp32KernelSelect()
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Dbatchnorm_fp32.cc36 CHECK_NULL_RETURN(op_parameter_); in Init()
66 auto param = reinterpret_cast<BatchNormParameter *>(op_parameter_); in FillParam()
101 auto ret = ParallelLaunch(this->ms_context_, BatchNormRun, this, op_parameter_->thread_num_); in Run()
109 auto param = reinterpret_cast<BatchNormParameter *>(op_parameter_); in DoExecute()
129 auto param = reinterpret_cast<BatchNormParameter *>(op_parameter_); in set_momentum()
136 auto param = reinterpret_cast<BatchNormParameter *>(op_parameter_); in get_momentum()
Dglu_fp32.cc92 usable_thread_num_ = MSMIN(op_parameter_->thread_num_, num_unit_); in ReSize()
121 MS_CHECK_TRUE_RET(op_parameter_->thread_num_ != 0, RET_ERROR); in Sigmoid()
122 int stride = UP_DIV(length, op_parameter_->thread_num_); in Sigmoid()
136 MS_CHECK_TRUE_RET(op_parameter_->thread_num_ != 0, RET_ERROR); in Mul()
137 int stride = UP_DIV(length, op_parameter_->thread_num_); in Mul()
176 ret = ParallelLaunch(this->ms_context_, SigmoidRun, this, op_parameter_->thread_num_); in Run()
183 ret = ParallelLaunch(this->ms_context_, MulRun, this, op_parameter_->thread_num_); in Run()
Dl2_norm_fp32.cc93 int unit = UP_DIV(l2_norm_param_->data_num_, op_parameter_->thread_num_); in CalcSquareSum()
104 int unit = UP_DIV(l2_norm_param_->data_num_, op_parameter_->thread_num_); in DivSqrtSum()
121 int unit = UP_DIV(outer_size, op_parameter_->thread_num_); in CalcL2NormTrailingAxis()
170 ret = ParallelLaunch(this->ms_context_, SquareSumRun, this, op_parameter_->thread_num_); in Run()
176 for (int i = 0; i < op_parameter_->thread_num_; ++i) { in Run()
180 ret = ParallelLaunch(this->ms_context_, L2NormRun, this, op_parameter_->thread_num_); in Run()
186 … ret = ParallelLaunch(this->ms_context_, L2NormTrailingAxisRun, this, op_parameter_->thread_num_); in Run()
Daddn_fp32.cc49 int count_per_thread = UP_DIV(elements_num_, op_parameter_->thread_num_); in AddNParallelRun()
68 if (static_cast<int>(elements_num_) < op_parameter_->thread_num_) { in Run()
99 auto ret = ParallelLaunch(this->ms_context_, AddNLaunch, this, op_parameter_->thread_num_); in Run()
108 ret = ParallelLaunch(this->ms_context_, AddNLaunch, this, op_parameter_->thread_num_); in Run()
/third_party/mindspore/mindspore/lite/src/
Dinner_kernel.h42 : op_parameter_(parameter), in InnerKernel()
48 if (op_parameter_ != nullptr) { in ~InnerKernel()
49 free(op_parameter_); in ~InnerKernel()
50 op_parameter_ = nullptr; in ~InnerKernel()
77 OpParameter *op_parameter() const { return op_parameter_; } in op_parameter()
92 return (this->op_parameter_ != nullptr) ? schema::PrimitiveType(this->op_parameter_->type_) in type()
174 OpParameter *op_parameter_ = nullptr;
/third_party/mindspore/mindspore/lite/src/train/
Dtrain_populate_parameter.cc52 p->op_parameter_.type_ = primitive->value_type(); in PopulateSmoothL1LossParameter()
67 p->op_parameter_.type_ = primitive->value_type(); in PopulateSmoothL1LossGradParameter()
81 p->op_parameter_.type_ = primitive->value_type(); in PopulateApplyMomentumParameter()
123 p->op_parameter_.type_ = primitive->value_type(); in PopulateAdamParameter()
138 p->op_parameter_.type_ = primitive->value_type(); in PopulateSgdParameter()
157 sce_param->op_parameter_.type_ = primitive->value_type(); in PopulateSparseSoftmaxCrossEntropyWithLogitsParameter()
171 sce_param->op_parameter_.type_ = primitive->value_type(); in PopulateSoftmaxCrossEntropyParameter()
186 pooling_param->op_parameter_.type_ = primitive->value_type(); in PopulateMaxPoolGradParameter()
225 pooling_param->op_parameter_.type_ = primitive->value_type(); in PopulateAvgPoolGradParameter()
275 act_param->op_parameter_.type_ = primitive->value_type(); in PopulateActivationGradParameter()
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Dtrain_populate_parameter_v0.cc106 p->op_parameter_.type_ = schema::PrimitiveType_SmoothL1Loss; in PopulateSmoothL1LossParameter()
126 p->op_parameter_.type_ = schema::PrimitiveType_SmoothL1LossGrad; in PopulateSmoothL1LossGradParameter()
146 p->op_parameter_.type_ = schema::PrimitiveType_ApplyMomentum; in PopulateApplyMomentumParameter()
194 p->op_parameter_.type_ = schema::PrimitiveType_Adam; in PopulateAdamParameter()
214 p->op_parameter_.type_ = schema::PrimitiveType_SGD; in PopulateSgdParameter()
242 sce_param->op_parameter_.type_ = schema::PrimitiveType_SparseSoftmaxCrossEntropyWithLogits; in PopulateSparseSoftmaxCrossEntropyParameter()
259 sce_param->op_parameter_.type_ = schema::PrimitiveType_SoftmaxCrossEntropyWithLogits; in PopulateSoftmaxCrossEntropyParameter()
295 pooling_param->op_parameter_.type_ = schema::PrimitiveType_MaxPoolGrad; in PopulatePoolingGradParameter()
299 pooling_param->op_parameter_.type_ = schema::PrimitiveType_AvgPoolGrad; in PopulatePoolingGradParameter()
333 act_param->op_parameter_.type_ = schema::PrimitiveType_ActivationGrad; in PopulateActivationGradParameter()
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/third_party/mindspore/mindspore/lite/src/runtime/kernel/arm/fp16/
Dpad_fp16.cc32 PadFp16(input_, output_, in_, out_, pad_param_->paddings_, task_id, op_parameter_->thread_num_); in RunImpl()
49 …PadFp16(input_data, output_data, in_, out_, pad_param_->paddings_, task_id, op_parameter_->thread_… in RunMirrorPadImpl()
52 for (size_t i = task_id; i < mirror_pad_block_.size(); i += op_parameter_->thread_num_) { in RunMirrorPadImpl()
74 MS_CHECK_FALSE(op_parameter_->thread_num_ == 0, RET_ERROR); in RunMirrorPadImpl()
75 int unit = UP_DIV(out_tensors_.at(0)->ElementsNum(), op_parameter_->thread_num_); in RunMirrorPadImpl()
116 ret = ParallelLaunch(this->ms_context_, PadImpl, this, op_parameter_->thread_num_); in Run()
128 ret = ParallelLaunch(this->ms_context_, MirrorPadImpl, this, op_parameter_->thread_num_); in Run()
Daddn_fp16.cc45 int count_per_thread = UP_DIV(elements_num_, op_parameter_->thread_num_); in AddNParallelRun()
64 if (static_cast<int>(elements_num_) < op_parameter_->thread_num_) { in Run()
95 auto ret = ParallelLaunch(this->ms_context_, AddNLaunch, this, op_parameter_->thread_num_); in Run()
104 ret = ParallelLaunch(this->ms_context_, AddNLaunch, this, op_parameter_->thread_num_); in Run()
Dcast_fp16.cc57 op_parameter_->thread_num_ = MSMIN(op_parameter_->thread_num_, data_num_); in ReSize()
58 stride_ = UP_DIV(data_num_, op_parameter_->thread_num_); in ReSize()
148 return ParallelLaunch(this->ms_context_, CastFp16Run, this, op_parameter_->thread_num_); in Run()
/third_party/mindspore/mindspore/ccsrc/backend/kernel_compiler/cpu/nnacl/fp32_grad/
Doptimizer.h23 OpParameter op_parameter_; member
29 OpParameter op_parameter_; member
36 OpParameter op_parameter_; member
/third_party/mindspore/mindspore/lite/src/runtime/kernel/arm/int8/
Darithmetic_int8.cc57 switch (op_parameter_->type_) { in Init()
77 MS_LOG(ERROR) << "Error Operator type " << op_parameter_->type_; in Init()
116 auto param = reinterpret_cast<ArithmeticParameter *>(op_parameter_); in DoArithmetic()
119 MS_ASSERT(op_parameter_->thread_num_ != 0); in DoArithmetic()
120 int stride = UP_DIV(element_num, op_parameter_->thread_num_); in DoArithmetic()
146 auto param = reinterpret_cast<ArithmeticParameter *>(op_parameter_); in Run()
162 …auto ret = ParallelLaunch(this->ms_context_, ArithmeticsInt8Launch, this, op_parameter_->thread_nu… in Run()
Dtopk_int8.cc37 TopkParameter *parameter = reinterpret_cast<TopkParameter *>(op_parameter_); in ReSize()
57 TopkParameter *parameter = reinterpret_cast<TopkParameter *>(op_parameter_); in Run()
63 TopkInt8(input_data, output_data, output_index, reinterpret_cast<TopkParameter *>(op_parameter_)); in Run()
/third_party/mindspore/mindspore/lite/src/runtime/kernel/arm/string/
Dlsh_projection.cc67 …param_->thread_stride_ = op_parameter_->thread_num_ > 1 ? UP_DIV(param_->hash_shape_[0], op_parame… in Run()
73 ret = ParallelLaunch(this->ms_context_, LshProjectionRun, this, op_parameter_->thread_num_); in Run()
83 … static_cast<char **>(ms_context_->allocator->Malloc(op_parameter_->thread_num_ * sizeof(char *))); in MallocKeys()
88 for (int i = 0; i < op_parameter_->thread_num_; i++) { in MallocKeys()
101 for (int i = 0; i < op_parameter_->thread_num_; i++) { in FreeKeys()
/third_party/mindspore/mindspore/lite/src/runtime/kernel/arm/base/
Dtile_base.cc42 tile_parameter_ = reinterpret_cast<TileParameter *>(op_parameter_); in ReSize()
121 CHECK_LESS_RETURN(static_cast<size_t>(op_parameter_->thread_num_), 1); in SimpleTileImpl()
122 …size_t unit = UP_DIV(tile_parameter_->fast_outer_size_, static_cast<size_t>(op_parameter_->thread_… in SimpleTileImpl()
134 auto ret = ParallelLaunch(this->ms_context_, SimpleTile, this, op_parameter_->thread_num_); in RunSimpleTile()
152 Tile(input_addr_, output_addr_, reinterpret_cast<TileParameter *>(op_parameter_)); in Run()
Done_hot_base.cc51 thread_num_ = op_parameter_->thread_num_; in Init()
53 auto param = reinterpret_cast<OneHotParameter *>(op_parameter_); in Init()
118 auto one_hot_param = reinterpret_cast<OneHotParameter *>(op_parameter_); in OneHotImpl()
137 auto one_hot_param = reinterpret_cast<OneHotParameter *>(op_parameter_); in InitParamsAndOnOffValue()
266 int error_code = ParallelLaunch(this->ms_context_, RunOneHot, this, op_parameter_->thread_num_); in Run()
/third_party/mindspore/mindspore/lite/test/ut/src/runtime/kernel/arm/fp32/
Dcrop_fp32_test.cc39 crop_param.op_parameter_.thread_num_ = 1; in TEST_F()
62 crop_param.op_parameter_.thread_num_ = 1; in TEST_F()
82 crop_param.op_parameter_.thread_num_ = 1; in TEST_F()
102 crop_param.op_parameter_.thread_num_ = 2; in TEST_F()
187 crop_param.op_parameter_.thread_num_ = 2; in TEST_F()
213 crop_param.op_parameter_.thread_num_ = 2; in TEST_F()
237 crop_param.op_parameter_.thread_num_ = 2; in TEST_F()
/third_party/mindspore/mindspore/ccsrc/backend/kernel_compiler/cpu/nnacl/fp32/
Dbatchnorm_fp32.c24 if (param->op_parameter_.thread_num_ == 0) { in BatchNormFp32()
27 int units_per_thread = UP_DIV(param->unit_, param->op_parameter_.thread_num_); in BatchNormFp32()
44 if (param->op_parameter_.thread_num_ == 0) { in FusedBatchNormFp32()
47 int units_per_thread = UP_DIV(param->unit_, param->op_parameter_.thread_num_); in FusedBatchNormFp32()
/third_party/mindspore/mindspore/lite/src/runtime/kernel/arm/fp32_grad/
Dconvolution_grad_input.cc40 auto conv_param = reinterpret_cast<ConvParameter *>(op_parameter_); in ReSize()
57 int thread_num = op_parameter_->thread_num_; in ReSize()
80 auto conv_param = reinterpret_cast<ConvParameter *>(op_parameter_); in Execute()
101 int thread_num = op_parameter_->thread_num_; in Execute()
171 auto conv_param = reinterpret_cast<ConvParameter *>(op_parameter_); in Run()
179 …int error_code = ParallelLaunch(this->ms_context_, ConvolutionGradInputRun, this, op_parameter_->t… in Run()
/third_party/mindspore/mindspore/ccsrc/backend/kernel_compiler/cpu/nnacl/fp16/
Dbatchnorm_fp16.c22 NNACL_CHECK_ZERO_RETURN(param->op_parameter_.thread_num_); in BatchNormFp16()
23 int units_per_thread = UP_DIV(param->unit_, param->op_parameter_.thread_num_); in BatchNormFp16()
41 NNACL_CHECK_ZERO_RETURN(param->op_parameter_.thread_num_); in FusedBatchNormFp16()
42 int units_per_thread = UP_DIV(param->unit_, param->op_parameter_.thread_num_); in FusedBatchNormFp16()
/third_party/mindspore/mindspore/lite/src/runtime/kernel/opencl/kernel/
Dfusion_eltwise.h108 OpParameter op_parameter_{"FusionEltwiseParameter", true, PrimitiveType_FusionEltwise, 1};
156 if (op_parameter_ != nullptr) { in ~FusionEltwiseOpenCLKernel()
157 delete reinterpret_cast<FusionEltwiseParameter *>(op_parameter_); in ~FusionEltwiseOpenCLKernel()
158 op_parameter_ = nullptr; in ~FusionEltwiseOpenCLKernel()
168 void ClearParameter() { op_parameter_ = nullptr; } in ClearParameter()

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