mindspore2022/mindspore/ccsrc/kernel/gpu/data/dataset_utils.cc

/**
 * Copyright 2020 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 "kernel/gpu/data/dataset_utils.h"

namespace mindspore {
namespace kernel {
size_t UnitSizeInBytes(const mindspore::TypeId &t) {
  size_t bytes = 0;
  switch (t) {
    case kNumberTypeBool:
    case kNumberTypeInt8:
    case kNumberTypeUInt8:
      bytes = 1;
      break;
    case kNumberTypeInt16:
    case kNumberTypeUInt16:
    case kNumberTypeFloat16:
      bytes = 2;
      break;
    case kNumberTypeInt:
    case kNumberTypeUInt:
    case kNumberTypeInt32:
    case kNumberTypeUInt32:
    case kNumberTypeFloat:
    case kNumberTypeFloat32:
      bytes = 4;
      break;
    case kNumberTypeUInt64:
    case kNumberTypeInt64:
    case kNumberTypeFloat64:
      bytes = 8;
      break;
    default:
      MS_LOG(EXCEPTION) << "Invalid types " << t;
      break;
  }

  return bytes;
}

int ElementNums(const std::vector<int> &shape) {
  if (shape.size() == 0) {
    return 0;
  }

  int nums = 1;
  for (size_t i = 0; i < shape.size(); i++) {
    nums *= shape[i];
  }

  return nums;
}
}  // namespace kernel
}  // namespace mindspore