diff options
Diffstat (limited to 'runtimes/neurun/src/internal/nnapi/feature')
-rw-r--r-- | runtimes/neurun/src/internal/nnapi/feature/Reader.h | 75 | ||||
-rw-r--r-- | runtimes/neurun/src/internal/nnapi/feature/Utils.h | 60 | ||||
-rw-r--r-- | runtimes/neurun/src/internal/nnapi/feature/View.h | 92 |
3 files changed, 227 insertions, 0 deletions
diff --git a/runtimes/neurun/src/internal/nnapi/feature/Reader.h b/runtimes/neurun/src/internal/nnapi/feature/Reader.h new file mode 100644 index 000000000..eb513512d --- /dev/null +++ b/runtimes/neurun/src/internal/nnapi/feature/Reader.h @@ -0,0 +1,75 @@ +/* + * Copyright (c) 2018 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 __INTERNAL_NNAPI_FEATURE_READER_H__ +#define __INTERNAL_NNAPI_FEATURE_READER_H__ + +#include "internal/nnapi/feature/Utils.h" + +#include "util/feature/Reader.h" + +namespace internal +{ +namespace nnapi +{ +namespace feature +{ + +template <typename T> class Reader; + +template <> class Reader<float> final : public nnfw::util::feature::Reader<float> +{ +public: + Reader(const ::nnfw::util::feature::Shape &shape, const uint8_t *ptr, size_t len) + : _shape{shape}, _ptr{ptr}, _len{len} + { + // DO NOTHING + } + +public: + const nnfw::util::feature::Shape &shape(void) const { return _shape; } + +public: + float at(uint32_t ch, uint32_t row, uint32_t col) const override + { + uint32_t index = index_of(_shape, ch, row, col); + + const auto arr = reinterpret_cast<const float *>(_ptr); + + return arr[index]; + } + float at(uint32_t batch, uint32_t ch, uint32_t row, uint32_t col) const override + { + uint32_t index = index_of(_shape, batch, ch, row, col); + + const auto arr = reinterpret_cast<const float *>(_ptr); + + return arr[index]; + } + +private: + nnfw::util::feature::Shape _shape; + +private: + const uint8_t *_ptr; + const size_t _len; +}; + +} // namespace feature +} // namespace nnapi +} // namespace internal + +#endif // __INTERNAL_NNAPI_FEATURE_READER_H__ diff --git a/runtimes/neurun/src/internal/nnapi/feature/Utils.h b/runtimes/neurun/src/internal/nnapi/feature/Utils.h new file mode 100644 index 000000000..e6e1e71bd --- /dev/null +++ b/runtimes/neurun/src/internal/nnapi/feature/Utils.h @@ -0,0 +1,60 @@ +/* + * Copyright (c) 2018 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 __INTERNAL_NNAPI_FEATURE_UTILS_H__ +#define __INTERNAL_NNAPI_FEATURE_UTILS_H__ + +#include "util/feature/Shape.h" + +namespace internal +{ +namespace nnapi +{ +namespace feature +{ + +inline uint32_t index_of(const ::nnfw::util::feature::Shape &shape, uint32_t ch, uint32_t row, + uint32_t col) +{ + uint32_t res = 0; + + // NNAPI uses NHWC ordering + res += row * shape.W * shape.C; + res += col * shape.C; + res += ch; + + return res; +} + +inline uint32_t index_of(const ::nnfw::util::feature::Shape &shape, uint32_t batch, uint32_t ch, + uint32_t row, uint32_t col) +{ + uint32_t res = 0; + + // NNAPI uses NHWC ordering + res += batch * shape.H * shape.W * shape.C; + res += row * shape.W * shape.C; + res += col * shape.C; + res += ch; + + return res; +} + +} // namespace feature +} // namespace nnapi +} // namespace internal + +#endif // __INTERNAL_NNAPI_FEATURE_UTILS_H__ diff --git a/runtimes/neurun/src/internal/nnapi/feature/View.h b/runtimes/neurun/src/internal/nnapi/feature/View.h new file mode 100644 index 000000000..60335dbf1 --- /dev/null +++ b/runtimes/neurun/src/internal/nnapi/feature/View.h @@ -0,0 +1,92 @@ +/* + * Copyright (c) 2018 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 __INTERNAL_NNAPI_FEATURE_VIEW_H__ +#define __INTERNAL_NNAPI_FEATURE_VIEW_H__ + +#include "internal/nnapi/feature/Utils.h" + +#include "util/feature/Reader.h" + +namespace internal +{ +namespace nnapi +{ +namespace feature +{ + +template <typename T> class View final : public nnfw::util::feature::Reader<float> +{ +public: + View(const ::nnfw::util::feature::Shape &shape, uint8_t *ptr, size_t len) + : _shape{shape}, _ptr{ptr}, _len{len} + { + // DO NOTHING + } + +public: + const nnfw::util::feature::Shape &shape(void) const { return _shape; } + +public: + T at(uint32_t ch, uint32_t row, uint32_t col) const override + { + uint32_t index = index_of(_shape, ch, row, col); + + T *arr = reinterpret_cast<T *>(_ptr); + + return arr[index]; + } + + T at(uint32_t batch, uint32_t ch, uint32_t row, uint32_t col) const override + { + uint32_t index = index_of(_shape, batch, ch, row, col); + + T *arr = reinterpret_cast<T *>(_ptr); + + return arr[index]; + } + + T &at(uint32_t ch, uint32_t row, uint32_t col) + { + uint32_t index = index_of(_shape, ch, row, col); + + T *arr = reinterpret_cast<T *>(_ptr); + + return arr[index]; + } + + T &at(uint32_t batch, uint32_t ch, uint32_t row, uint32_t col) + { + uint32_t index = index_of(_shape, batch, ch, row, col); + + T *arr = reinterpret_cast<T *>(_ptr); + + return arr[index]; + } + +private: + nnfw::util::feature::Shape _shape; + +private: + uint8_t *_ptr; + const size_t _len; +}; + +} // namespace feature +} // namespace nnapi +} // namespace internal + +#endif // __INTERNAL_NNAPI_FEATURE_VIEW_H__ |