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Diffstat (limited to 'compiler/moco-tf/src/CodecHelper.h')
-rw-r--r-- | compiler/moco-tf/src/CodecHelper.h | 74 |
1 files changed, 74 insertions, 0 deletions
diff --git a/compiler/moco-tf/src/CodecHelper.h b/compiler/moco-tf/src/CodecHelper.h new file mode 100644 index 000000000..85e4e2164 --- /dev/null +++ b/compiler/moco-tf/src/CodecHelper.h @@ -0,0 +1,74 @@ +/* + * 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 __CODEC_HELPER_H__ +#define __CODEC_HELPER_H__ + +#include <plier/tf/Convert.h> +#include <stdex/Memory.h> + +namespace +{ + +using plier::tf::DataLayout; + +void set_feature_enc(loco::FeatureEncode *feature_enc, DataLayout data_layout) +{ + auto enc = stdex::make_unique<loco::PermutingEncoder<loco::Domain::Feature>>(); + + if (data_layout == DataLayout::NHWC) + { + enc->perm()->axis(loco::FeatureAxis::Count) = 0; + enc->perm()->axis(loco::FeatureAxis::Height) = 1; + enc->perm()->axis(loco::FeatureAxis::Width) = 2; + enc->perm()->axis(loco::FeatureAxis::Depth) = 3; + } + else if (data_layout == DataLayout::NCHW) + { + enc->perm()->axis(loco::FeatureAxis::Count) = 0; + enc->perm()->axis(loco::FeatureAxis::Depth) = 1; + enc->perm()->axis(loco::FeatureAxis::Height) = 2; + enc->perm()->axis(loco::FeatureAxis::Width) = 3; + } + + feature_enc->encoder(std::move(enc)); +} + +void set_feature_dec(loco::FeatureDecode *feature_dec, DataLayout data_layout) +{ + auto dec = stdex::make_unique<loco::PermutingDecoder<loco::Domain::Feature>>(); + + if (data_layout == DataLayout::NHWC) + { + dec->perm()->axis(loco::FeatureAxis::Count) = 0; + dec->perm()->axis(loco::FeatureAxis::Height) = 1; + dec->perm()->axis(loco::FeatureAxis::Width) = 2; + dec->perm()->axis(loco::FeatureAxis::Depth) = 3; + } + else if (data_layout == DataLayout::NCHW) + { + dec->perm()->axis(loco::FeatureAxis::Count) = 0; + dec->perm()->axis(loco::FeatureAxis::Depth) = 1; + dec->perm()->axis(loco::FeatureAxis::Height) = 2; + dec->perm()->axis(loco::FeatureAxis::Width) = 3; + } + + feature_dec->decoder(std::move(dec)); +} + +} // namespace + +#endif // __CODEC_HELPER_H__ |