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Diffstat (limited to 'runtimes/neurun/backend/srcn/kernel/OperationUtils.h')
-rw-r--r-- | runtimes/neurun/backend/srcn/kernel/OperationUtils.h | 75 |
1 files changed, 75 insertions, 0 deletions
diff --git a/runtimes/neurun/backend/srcn/kernel/OperationUtils.h b/runtimes/neurun/backend/srcn/kernel/OperationUtils.h new file mode 100644 index 000000000..e9c833565 --- /dev/null +++ b/runtimes/neurun/backend/srcn/kernel/OperationUtils.h @@ -0,0 +1,75 @@ +/* + * 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. + */ + +#ifndef __NEURUN_BACKEND_SRCN_OPERATION_UTILS_H__ +#define __NEURUN_BACKEND_SRCN_OPERATION_UTILS_H__ + +#include <iostream> +#include <limits> +#include <vector> + +#include "model/Operand.h" +#include "model/DataType.h" +#include <model/InternalType.h> + +using OperandType = neurun::model::DataType; +using neurun::util::Coordinates; + +namespace neurun +{ +namespace backend +{ +namespace srcn +{ +namespace kernel +{ + +struct Shape +{ + OperandType type; + std::vector<uint32_t> dimensions; + float scale; + int32_t offset; +}; + +union DataPtr { + uint8_t *u8; + int8_t *i8; + int32_t *i32; + float *f; + void *v; +}; + +enum FilterLayout +{ + OHWI = 0, // TfLite Kernel Layout when using NHWC image layout + HWOI, // SRCN Transpose Conv Kernel Layout when using NHWC image layout + OIHW, // SRCN Transpose Conv Kernel Layout when using NCHW image layout +}; + +uint32_t MatchingDim(const Shape &shape1, int index1, const Shape &shape2, int index2); + +Coordinates convertCoordinates(const Coordinates &from_coordinates, FilterLayout from_layout, + FilterLayout to_layout); + +Shape getShape(const ::neurun::model::Operand &o, ::neurun::model::Layout frontend_layout); + +} // namespace kernel +} // namespace srcn +} // namespace backend +} // namespace neurun + +#endif // __NEURUN_BACKEND_SRCN_OPERATION_UTILS_H__ |