Mercurial > hgrepos > Python2 > PyMuPDF
diff mupdf-source/thirdparty/tesseract/src/lstm/maxpool.cpp @ 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.cpp Mon Sep 15 11:43:07 2025 +0200 @@ -0,0 +1,77 @@ +/////////////////////////////////////////////////////////////////////// +// File: maxpool.cpp +// 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. +/////////////////////////////////////////////////////////////////////// + +#include "maxpool.h" + +namespace tesseract { + +Maxpool::Maxpool(const std::string &name, int ni, int x_scale, int y_scale) + : Reconfig(name, ni, x_scale, y_scale) { + type_ = NT_MAXPOOL; + no_ = ni; +} + +// Reads from the given file. Returns false in case of error. +bool Maxpool::DeSerialize(TFile *fp) { + bool result = Reconfig::DeSerialize(fp); + no_ = ni_; + return result; +} + +// Runs forward propagation of activations on the input line. +// See NetworkCpp for a detailed discussion of the arguments. +void Maxpool::Forward(bool debug, const NetworkIO &input, const TransposedArray *input_transpose, + NetworkScratch *scratch, NetworkIO *output) { + output->ResizeScaled(input, x_scale_, y_scale_, no_); + maxes_.ResizeNoInit(output->Width(), ni_); + back_map_ = input.stride_map(); + + StrideMap::Index dest_index(output->stride_map()); + do { + int out_t = dest_index.t(); + StrideMap::Index src_index(input.stride_map(), dest_index.index(FD_BATCH), + dest_index.index(FD_HEIGHT) * y_scale_, + dest_index.index(FD_WIDTH) * x_scale_); + // Find the max input out of x_scale_ groups of y_scale_ inputs. + // Do it independently for each input dimension. + int *max_line = maxes_[out_t]; + int in_t = src_index.t(); + output->CopyTimeStepFrom(out_t, input, in_t); + for (int i = 0; i < ni_; ++i) { + max_line[i] = in_t; + } + for (int x = 0; x < x_scale_; ++x) { + for (int y = 0; y < y_scale_; ++y) { + StrideMap::Index src_xy(src_index); + if (src_xy.AddOffset(x, FD_WIDTH) && src_xy.AddOffset(y, FD_HEIGHT)) { + output->MaxpoolTimeStep(out_t, input, src_xy.t(), max_line); + } + } + } + } while (dest_index.Increment()); +} + +// Runs backward propagation of errors on the deltas line. +// See NetworkCpp for a detailed discussion of the arguments. +bool Maxpool::Backward(bool debug, const NetworkIO &fwd_deltas, NetworkScratch *scratch, + NetworkIO *back_deltas) { + back_deltas->ResizeToMap(fwd_deltas.int_mode(), back_map_, ni_); + back_deltas->MaxpoolBackward(fwd_deltas, maxes_); + return true; +} + +} // namespace tesseract.
