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-rw-r--r--training/liblbfgs/ll_test.cc32
1 files changed, 32 insertions, 0 deletions
diff --git a/training/liblbfgs/ll_test.cc b/training/liblbfgs/ll_test.cc
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+++ b/training/liblbfgs/ll_test.cc
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+#include <iostream>
+#include <liblbfgs/lbfgs++.h>
+
+using namespace std;
+
+// Function must be lbfgsfloatval_t f(x.begin, x.end, g.begin)
+lbfgsfloatval_t func(const lbfgsfloatval_t* x, lbfgsfloatval_t* g) {
+ int i;
+ lbfgsfloatval_t fx = 0.0;
+ int n = 4;
+
+ for (i = 0;i < n;i += 2) {
+ lbfgsfloatval_t t1 = 1.0 - x[i];
+ lbfgsfloatval_t t2 = 10.0 * (x[i+1] - x[i] * x[i]);
+ g[i+1] = 20.0 * t2;
+ g[i] = -2.0 * (x[i] * g[i+1] + t1);
+ fx += t1 * t1 + t2 * t2;
+ }
+ return fx;
+}
+
+template<typename F>
+void Opt(F& f) {
+ LBFGS<F> lbfgs(4, f, 1.0);
+ lbfgs.Optimize();
+}
+
+int main(int argc, char** argv) {
+ Opt(func);
+ return 0;
+}
+