PLearn 0.1
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00001 // -*- C++ -*- 00002 00003 // PLearn (A C++ Machine Learning Library) 00004 // Copyright (C) 1998 Pascal Vincent 00005 // Copyright (C) 1999-2002 Pascal Vincent, Yoshua Bengio, Rejean Ducharme and University of Montreal 00006 // Copyright (C) 2001-2002 Nicolas Chapados, Ichiro Takeuchi, Jean-Sebastien Senecal 00007 // Copyright (C) 2002 Xiangdong Wang, Christian Dorion 00008 00009 // Redistribution and use in source and binary forms, with or without 00010 // modification, are permitted provided that the following conditions are met: 00011 // 00012 // 1. Redistributions of source code must retain the above copyright 00013 // notice, this list of conditions and the following disclaimer. 00014 // 00015 // 2. Redistributions in binary form must reproduce the above copyright 00016 // notice, this list of conditions and the following disclaimer in the 00017 // documentation and/or other materials provided with the distribution. 00018 // 00019 // 3. The name of the authors may not be used to endorse or promote 00020 // products derived from this software without specific prior written 00021 // permission. 00022 // 00023 // THIS SOFTWARE IS PROVIDED BY THE AUTHORS ``AS IS'' AND ANY EXPRESS OR 00024 // IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES 00025 // OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN 00026 // NO EVENT SHALL THE AUTHORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, 00027 // SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED 00028 // TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR 00029 // PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF 00030 // LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING 00031 // NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS 00032 // SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. 00033 // 00034 // This file is part of the PLearn library. For more information on the PLearn 00035 // library, go to the PLearn Web site at www.plearn.org 00036 00037 00038 /* ******************************************************* 00039 * $Id: TimesConstantVariable.cc 8375 2008-01-03 22:01:45Z plearner $ 00040 * This file is part of the PLearn library. 00041 ******************************************************* */ 00042 00043 #include "TimesConstantVariable.h" 00044 #include "Var_operators.h" 00045 00046 namespace PLearn { 00047 using namespace std; 00048 00049 00052 PLEARN_IMPLEMENT_OBJECT(TimesConstantVariable, 00053 "Multiplies a matrix var by a scalar constant", 00054 "NO HELP"); 00055 00056 TimesConstantVariable::TimesConstantVariable(Variable* input, real c) 00057 : inherited(input, input->length(), input->width()), cst(c) 00058 {} 00059 00060 void 00061 00062 TimesConstantVariable::declareOptions(OptionList &ol) 00063 { 00064 declareOption(ol, "cst", &TimesConstantVariable::cst, OptionBase::buildoption, ""); 00065 inherited::declareOptions(ol); 00066 } 00067 00068 void TimesConstantVariable::recomputeSize(int& l, int& w) const 00069 { 00070 if (input) { 00071 l = input->length(); 00072 w = input->width(); 00073 } else 00074 l = w = 0; 00075 } 00076 00077 void TimesConstantVariable::fprop() 00078 { 00079 for(int k=0; k<nelems(); k++) 00080 valuedata[k] = input->valuedata[k] * cst; 00081 } 00082 00083 00084 void TimesConstantVariable::bprop() 00085 { 00086 for(int k=0; k<nelems(); k++) 00087 input->gradientdata[k] += cst*gradientdata[k]; 00088 } 00089 00090 00091 void TimesConstantVariable::symbolicBprop() 00092 { 00093 input->accg(g*cst); 00094 } 00095 00096 00097 // R(cx) = cR(x) 00098 void TimesConstantVariable::rfprop() 00099 { 00100 if (rValue.length()==0) resizeRValue(); 00101 for(int k=0; k<nelems(); k++) 00102 rvaluedata[k] = input->rvaluedata[k]*cst; 00103 } 00104 00105 00106 00107 } // end of namespace PLearn 00108 00109 00110 /* 00111 Local Variables: 00112 mode:c++ 00113 c-basic-offset:4 00114 c-file-style:"stroustrup" 00115 c-file-offsets:((innamespace . 0)(inline-open . 0)) 00116 indent-tabs-mode:nil 00117 fill-column:79 00118 End: 00119 */ 00120 // vim: filetype=cpp:expandtab:shiftwidth=4:tabstop=8:softtabstop=4:encoding=utf-8:textwidth=79 :