Mercurial > hgrepos > Python2 > PyMuPDF
diff mupdf-source/thirdparty/tesseract/src/lstm/maxpool.h @ 2:b50eed0cc0ef upstream
ADD: MuPDF v1.26.7: the MuPDF source as downloaded by a default build of PyMuPDF 1.26.4.
The directory name has changed: no version number in the expanded directory now.
| author | Franz Glasner <fzglas.hg@dom66.de> |
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| date | Mon, 15 Sep 2025 11:43:07 +0200 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/mupdf-source/thirdparty/tesseract/src/lstm/maxpool.h Mon Sep 15 11:43:07 2025 +0200 @@ -0,0 +1,59 @@ +/////////////////////////////////////////////////////////////////////// +// File: maxpool.h +// Description: Standard Max-Pooling layer. +// Author: Ray Smith +// +// (C) Copyright 2014, Google Inc. +// 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 TESSERACT_LSTM_MAXPOOL_H_ +#define TESSERACT_LSTM_MAXPOOL_H_ + +#include "reconfig.h" + +namespace tesseract { + +// Maxpooling reduction. Independently for each input, selects the location +// in the rectangle that contains the max value. +// Backprop propagates only to the position that was the max. +class Maxpool : public Reconfig { +public: + TESS_API + Maxpool(const std::string &name, int ni, int x_scale, int y_scale); + ~Maxpool() override = default; + + // Accessors. + std::string spec() const override { + return "Mp" + std::to_string(y_scale_) + "," + std::to_string(x_scale_); + } + + // Reads from the given file. Returns false in case of error. + bool DeSerialize(TFile *fp) override; + + // Runs forward propagation of activations on the input line. + // See Network for a detailed discussion of the arguments. + void Forward(bool debug, const NetworkIO &input, const TransposedArray *input_transpose, + NetworkScratch *scratch, NetworkIO *output) override; + + // Runs backward propagation of errors on the deltas line. + // See Network for a detailed discussion of the arguments. + bool Backward(bool debug, const NetworkIO &fwd_deltas, NetworkScratch *scratch, + NetworkIO *back_deltas) override; + +private: + // Memory of which input was the max. + GENERIC_2D_ARRAY<int> maxes_; +}; + +} // namespace tesseract. + +#endif // TESSERACT_LSTM_MAXPOOL_H_
