push-special-test.cc

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// fstext/push-special-test.cc

// Copyright 2009-2011  Microsoft Corporation

// See ../../COPYING for clarification regarding multiple authors
//
// 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
//
// THIS CODE IS PROVIDED *AS IS* BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
// KIND, EITHER EXPRESS OR IMPLIED, INCLUDING WITHOUT LIMITATION ANY IMPLIED
// WARRANTIES OR CONDITIONS OF TITLE, FITNESS FOR A PARTICULAR PURPOSE,
// MERCHANTABLITY OR NON-INFRINGEMENT.
// See the Apache 2 License for the specific language governing permissions and
// limitations under the License.


#include "fstext/push-special.h"
#include "fstext/rand-fst.h"
#include "fstext/fstext-utils.h"
#include "base/kaldi-math.h"

namespace fst
{


// Don't instantiate with log semiring, as RandEquivalent may fail.
static void TestPushSpecial() {
  typedef StdArc Arc;
  typedef Arc::Label Label;
  typedef Arc::StateId StateId;
  typedef Arc::Weight Weight;

  VectorFst<Arc> *fst = RandFst<StdArc>();

  {
    FstPrinter<Arc> fstprinter(*fst, NULL, NULL, NULL, false, true, "\t");
    fstprinter.Print(&std::cout, "standard output");
  }

  VectorFst<Arc> fst_copy(*fst);

  float delta = kDelta;
  PushSpecial(&fst_copy, delta);

  Weight min, max;
  float delta_dontcare = 0.1;
  IsStochasticFstInLog(fst_copy, delta_dontcare, &min, &max);
  // the per-state normalizers are allowed to deviate from the average by delta
  // up and down, so the difference from the min to max weight should be 2*delta
  // or less.  We give it a bit of wiggle room (->2.5) due to numerical roundoff.


  {
    FstPrinter<Arc> fstprinter(fst_copy, NULL, NULL, NULL, false, true, "\t");
    fstprinter.Print(&std::cout, "standard output");
  }
  KALDI_LOG << "Min value is " << min.Value() << ", max value is " << max.Value();

  // below, should be <= delta but different pieces of code compute this in this
  // part vs. push-special, so the roundoff may be different.
  KALDI_ASSERT(std::abs(min.Value() - max.Value()) <=  1.2 * delta);

  KALDI_ASSERT(RandEquivalent(*fst, fst_copy,
                              5/*paths*/, 0.01/*delta*/, kaldi::Rand()/*seed*/, 100/*path length-- max?*/));
  delete fst;
}


} // namespace fst

int main() {
  kaldi::g_kaldi_verbose_level = 4;
  using namespace fst;
  for (int i = 0; i < 25; i++) {
    TestPushSpecial();
  }
}