1 /**
2 * Copyright 2021 Huawei Technologies Co., Ltd
3 *
4 * Licensed under the Apache License, Version 2.0 (the "License");
5 * you may not use this file except in compliance with the License.
6 * You may obtain a copy of the License at
7 *
8 * http://www.apache.org/licenses/LICENSE-2.0
9 *
10 * Unless required by applicable law or agreed to in writing, software
11 * distributed under the License is distributed on an "AS IS" BASIS,
12 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
13 * See the License for the specific language governing permissions and
14 * limitations under the License.
15 */
16 #include "nnacl/infer/adam_infer.h"
17 #include "nnacl/infer/infer_register.h"
18 #include "nnacl/tensor_c_utils.h"
19
AdamInferShape(const TensorC * const * inputs,size_t inputs_size,TensorC ** outputs,size_t outputs_size,OpParameter * parameter)20 int AdamInferShape(const TensorC *const *inputs, size_t inputs_size, TensorC **outputs, size_t outputs_size,
21 OpParameter *parameter) {
22 int check_ret = CheckAugmentNullInputSize(inputs, inputs_size, outputs, outputs_size, parameter, 10);
23 if (check_ret != NNACL_OK) {
24 return check_ret;
25 }
26
27 if (GetElementNum(inputs[0]) != GetElementNum(inputs[1]) || GetElementNum(inputs[0]) != GetElementNum(inputs[2]) ||
28 GetElementNum(inputs[0]) != GetElementNum(inputs[9]) || GetElementNum(inputs[3]) != 1 ||
29 GetElementNum(inputs[4]) != 1 || GetElementNum(inputs[5]) != 1 || GetElementNum(inputs[6]) != 1 ||
30 GetElementNum(inputs[7]) != 1 || GetElementNum(inputs[8]) != 1) {
31 return NNACL_ERR;
32 }
33 if (outputs_size != 0) {
34 TensorC *out = outputs[0];
35 SetDataTypeFormat(out, inputs[0]);
36 out->shape_size_ = 1;
37 out->shape_[0] = 1;
38 }
39
40 return NNACL_OK;
41 }
42
43 REG_INFER(Adam, PrimType_Adam, AdamInferShape)
44