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author | Determinant <[email protected]> | 2015-08-14 11:51:42 +0800 |
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committer | Determinant <[email protected]> | 2015-08-14 11:51:42 +0800 |
commit | 96a32415ab43377cf1575bd3f4f2980f58028209 (patch) | |
tree | 30a2d92d73e8f40ac87b79f6f56e227bfc4eea6e /kaldi_io/src/kaldi/itf/optimizable-itf.h | |
parent | c177a7549bd90670af4b29fa813ddea32cfe0f78 (diff) |
add implementation for kaldi io (by ymz)
Diffstat (limited to 'kaldi_io/src/kaldi/itf/optimizable-itf.h')
-rw-r--r-- | kaldi_io/src/kaldi/itf/optimizable-itf.h | 51 |
1 files changed, 51 insertions, 0 deletions
diff --git a/kaldi_io/src/kaldi/itf/optimizable-itf.h b/kaldi_io/src/kaldi/itf/optimizable-itf.h new file mode 100644 index 0000000..1b8f54b --- /dev/null +++ b/kaldi_io/src/kaldi/itf/optimizable-itf.h @@ -0,0 +1,51 @@ +// itf/optimizable-itf.h + +// Copyright 2009-2011 Go Vivace Inc.; Microsoft Corporation; Georg Stemmer + +// 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. +#ifndef KALDI_ITF_OPTIMIZABLE_ITF_H_ +#define KALDI_ITF_OPTIMIZABLE_ITF_H_ + +#include "base/kaldi-common.h" +#include "matrix/matrix-lib.h" + +namespace kaldi { +/// @ingroup Interfaces +/// @{ + +/// OptimizableInterface provides +/// a virtual class for optimizable objects. +/// E.g. a class that computed a likelihood function and +/// its gradient using some parameter +/// that has to be optimized on data +/// could inherit from it. +template<class Real> +class OptimizableInterface { + public: + /// computes gradient for a parameter params and returns it + /// in gradient_out + virtual void ComputeGradient(const Vector<Real> ¶ms, + Vector<Real> *gradient_out) = 0; + /// computes the function value for a parameter params + /// and returns it + virtual Real ComputeValue(const Vector<Real> ¶ms) = 0; + + virtual ~OptimizableInterface() {} +}; +/// @} end of "Interfaces" +} // end namespace kaldi + +#endif |