diff options
Diffstat (limited to 'runtime/neurun/backend/cpu/kernel/GatherLayer.cc')
-rw-r--r-- | runtime/neurun/backend/cpu/kernel/GatherLayer.cc | 79 |
1 files changed, 79 insertions, 0 deletions
diff --git a/runtime/neurun/backend/cpu/kernel/GatherLayer.cc b/runtime/neurun/backend/cpu/kernel/GatherLayer.cc new file mode 100644 index 000000000..b29acba79 --- /dev/null +++ b/runtime/neurun/backend/cpu/kernel/GatherLayer.cc @@ -0,0 +1,79 @@ +/* + * Copyright (c) 2019 Samsung Electronics Co., Ltd. All Rights Reserved + * + * 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 "GatherLayer.h" + +#include <cker/operation/Gather.h> + +#include "OperationUtils.h" + +namespace neurun +{ +namespace backend +{ +namespace cpu +{ +namespace kernel +{ + +void GatherLayer::configure(uint8_t *inputData, const TensorDescriptor &inputDescr, + uint8_t *indicesData, const TensorDescriptor &indicesDescr, + uint8_t *outputData, const TensorDescriptor &outputDescr, int32_t axis) +{ + _inputData.u8 = inputData; + _inputDescr = inputDescr; + _indicesData.u8 = indicesData; + _indicesDescr = indicesDescr; + _axis = axis; + _inputType = inputDescr.type; + _outputData.u8 = outputData; + _outputDescr = outputDescr; +} + +void GatherLayer::run() +{ + nnfw::cker::GatherParams op_params; + op_params.axis = _axis; + + switch (_inputType) + { + case OperandType::FLOAT32: + nnfw::cker::Gather<float>(op_params, convertTensorDescriptorToCkerShape(_inputDescr), + _inputData.f, convertTensorDescriptorToCkerShape(_indicesDescr), + _indicesData.i32, convertTensorDescriptorToCkerShape(_outputDescr), + _outputData.f); + break; + case OperandType::QUANT8_ASYMM: + nnfw::cker::Gather<uint8_t>(op_params, convertTensorDescriptorToCkerShape(_inputDescr), + _inputData.u8, convertTensorDescriptorToCkerShape(_indicesDescr), + _indicesData.i32, + convertTensorDescriptorToCkerShape(_outputDescr), _outputData.u8); + break; + case OperandType::INT32: + nnfw::cker::Gather<int32_t>( + op_params, convertTensorDescriptorToCkerShape(_inputDescr), _inputData.i32, + convertTensorDescriptorToCkerShape(_indicesDescr), _indicesData.i32, + convertTensorDescriptorToCkerShape(_outputDescr), _outputData.i32); + break; + default: + throw std::runtime_error("Gather NYI for this operand type!"); + } +} + +} // namespace kernel +} // namespace cpu +} // namespace backend +} // namespace neurun |