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Commit 86ac25e9 authored by Davis King's avatar Davis King
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Made this test slightly more robust. 

--HG--
extra : convert_revision : svn%3Afdd8eb12-d10e-0410-9acb-85c331704f74/trunk%403398
parent aeea463c
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Showing with 51 additions and 41 deletions
dlib/test/optimization.cpp
View file @ 86ac25e9
...@@ -24,6 +24,16 @@ namespace ...@@ -24,6 +24,16 @@ namespace
logger dlog("test.optimization"); logger dlog("test.optimization");
// ----------------------------------------------------------------------------------------
bool approx_equal (
double a,
double b
)
{
return std::abs(a - b) < 100*std::numeric_limits<double>::epsilon();
}
// ---------------------------------------------------------------------------------------- // ----------------------------------------------------------------------------------------
long total_count = 0; long total_count = 0;
...@@ -166,7 +176,7 @@ namespace ...@@ -166,7 +176,7 @@ namespace
objective_delta_stop_strategy(eps), objective_delta_stop_strategy(eps),
wrap_function(apq<T>), wrap_function(der_apq<T>), x, minf); wrap_function(apq<T>), wrap_function(der_apq<T>), x, minf);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x);
DLIB_TEST(val == apq(x)); DLIB_TEST(approx_equal(val , apq(x)));
dlog << LINFO << "find_min() bgfs: got apq in " << total_count; dlog << LINFO << "find_min() bgfs: got apq in " << total_count;
total_count = 0; total_count = 0;
...@@ -190,7 +200,7 @@ namespace ...@@ -190,7 +200,7 @@ namespace
1e-6, 1e-6,
10000); 10000);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x);
DLIB_TEST(val == apq(x)); DLIB_TEST(approx_equal(val , apq(x)));
dlog << LINFO << "find_min_bobyqa(): got apq in " << total_count; dlog << LINFO << "find_min_bobyqa(): got apq in " << total_count;
} }
...@@ -200,7 +210,7 @@ namespace ...@@ -200,7 +210,7 @@ namespace
objective_delta_stop_strategy(eps), objective_delta_stop_strategy(eps),
wrap_function(apq<T>), wrap_function(der_apq<T>), x, minf); wrap_function(apq<T>), wrap_function(der_apq<T>), x, minf);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x);
DLIB_TEST(val == apq(x)); DLIB_TEST(approx_equal(val , apq(x)));
dlog << LINFO << "find_min() lbgfs-10: got apq in " << total_count; dlog << LINFO << "find_min() lbgfs-10: got apq in " << total_count;
...@@ -210,7 +220,7 @@ namespace ...@@ -210,7 +220,7 @@ namespace
objective_delta_stop_strategy(eps), objective_delta_stop_strategy(eps),
wrap_function(apq<T>), wrap_function(der_apq<T>), x, minf); wrap_function(apq<T>), wrap_function(der_apq<T>), x, minf);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x);
DLIB_TEST(val == apq(x)); DLIB_TEST(approx_equal(val , apq(x)));
dlog << LINFO << "find_min() lbgfs-1: got apq in " << total_count; dlog << LINFO << "find_min() lbgfs-1: got apq in " << total_count;
...@@ -220,7 +230,7 @@ namespace ...@@ -220,7 +230,7 @@ namespace
objective_delta_stop_strategy(eps), objective_delta_stop_strategy(eps),
wrap_function(apq<T>), wrap_function(der_apq<T>), x, minf); wrap_function(apq<T>), wrap_function(der_apq<T>), x, minf);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x);
DLIB_TEST(val == apq(x)); DLIB_TEST(approx_equal(val , apq(x)));
dlog << LINFO << "find_min() cg: got apq in " << total_count; dlog << LINFO << "find_min() cg: got apq in " << total_count;
...@@ -233,7 +243,7 @@ namespace ...@@ -233,7 +243,7 @@ namespace
objective_delta_stop_strategy(eps), objective_delta_stop_strategy(eps),
wrap_function(apq<T>), derivative(wrap_function(apq<T>)), x, minf); wrap_function(apq<T>), derivative(wrap_function(apq<T>)), x, minf);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x);
DLIB_TEST(val == apq(x)); DLIB_TEST(approx_equal(val , apq(x)));
dlog << LINFO << "find_min() bfgs: got apq/noder in " << total_count; dlog << LINFO << "find_min() bfgs: got apq/noder in " << total_count;
...@@ -243,7 +253,7 @@ namespace ...@@ -243,7 +253,7 @@ namespace
objective_delta_stop_strategy(eps), objective_delta_stop_strategy(eps),
wrap_function(apq<T>), derivative(wrap_function(apq<T>)), x, minf); wrap_function(apq<T>), derivative(wrap_function(apq<T>)), x, minf);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x);
DLIB_TEST(val == apq(x)); DLIB_TEST(approx_equal(val , apq(x)));
dlog << LINFO << "find_min() cg: got apq/noder in " << total_count; dlog << LINFO << "find_min() cg: got apq/noder in " << total_count;
...@@ -253,7 +263,7 @@ namespace ...@@ -253,7 +263,7 @@ namespace
objective_delta_stop_strategy(eps), objective_delta_stop_strategy(eps),
wrap_function(apq<T>), x, minf); wrap_function(apq<T>), x, minf);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x);
DLIB_TEST(val == apq(x)); DLIB_TEST(approx_equal(val , apq(x)));
dlog << LINFO << "find_min() bfgs: got apq/noder2 in " << total_count; dlog << LINFO << "find_min() bfgs: got apq/noder2 in " << total_count;
...@@ -272,7 +282,7 @@ namespace ...@@ -272,7 +282,7 @@ namespace
objective_delta_stop_strategy(eps), objective_delta_stop_strategy(eps),
wrap_function(apq<T>), x, minf); wrap_function(apq<T>), x, minf);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x);
DLIB_TEST(val == apq(x)); DLIB_TEST(approx_equal(val , apq(x)));
dlog << LINFO << "find_min() cg: got apq/noder2 in " << total_count; dlog << LINFO << "find_min() cg: got apq/noder2 in " << total_count;
} }
} }
...@@ -300,7 +310,7 @@ namespace ...@@ -300,7 +310,7 @@ namespace
objective_delta_stop_strategy(eps), objective_delta_stop_strategy(eps),
&powell, derivative(&powell,1e-8), x, minf); &powell, derivative(&powell,1e-8), x, minf);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-2),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-2),opt-x);
DLIB_TEST(val == powell(x)); DLIB_TEST(approx_equal(val , powell(x)));
dlog << LINFO << "find_min() bfgs: got powell/noder in " << total_count; dlog << LINFO << "find_min() bfgs: got powell/noder in " << total_count;
...@@ -310,7 +320,7 @@ namespace ...@@ -310,7 +320,7 @@ namespace
objective_delta_stop_strategy(eps), objective_delta_stop_strategy(eps),
&powell, derivative(&powell,1e-9), x, minf); &powell, derivative(&powell,1e-9), x, minf);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-2),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-2),opt-x);
DLIB_TEST(val == powell(x)); DLIB_TEST(approx_equal(val , powell(x)));
dlog << LINFO << "find_min() cg: got powell/noder in " << total_count; dlog << LINFO << "find_min() cg: got powell/noder in " << total_count;
*/ */
...@@ -320,7 +330,7 @@ namespace ...@@ -320,7 +330,7 @@ namespace
objective_delta_stop_strategy(eps), objective_delta_stop_strategy(eps),
&powell, x, minf, 1e-10); &powell, x, minf, 1e-10);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-1),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-1),opt-x);
DLIB_TEST(val == powell(x)); DLIB_TEST(approx_equal(val , powell(x)));
dlog << LINFO << "find_min() bfgs: got powell/noder2 in " << total_count; dlog << LINFO << "find_min() bfgs: got powell/noder2 in " << total_count;
...@@ -330,7 +340,7 @@ namespace ...@@ -330,7 +340,7 @@ namespace
objective_delta_stop_strategy(eps), objective_delta_stop_strategy(eps),
&powell, x, minf, 1e-10); &powell, x, minf, 1e-10);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-1),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-1),opt-x);
DLIB_TEST(val == powell(x)); DLIB_TEST(approx_equal(val , powell(x)));
dlog << LINFO << "find_min() lbfgs-4: got powell/noder2 in " << total_count; dlog << LINFO << "find_min() lbfgs-4: got powell/noder2 in " << total_count;
...@@ -340,7 +350,7 @@ namespace ...@@ -340,7 +350,7 @@ namespace
gradient_norm_stop_strategy(), gradient_norm_stop_strategy(),
&powell, x, minf, 1e-10); &powell, x, minf, 1e-10);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-1),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-1),opt-x);
DLIB_TEST(val == powell(x)); DLIB_TEST(approx_equal(val , powell(x)));
dlog << LINFO << "find_min() lbfgs-4(gn): got powell/noder2 in " << total_count; dlog << LINFO << "find_min() lbfgs-4(gn): got powell/noder2 in " << total_count;
...@@ -350,7 +360,7 @@ namespace ...@@ -350,7 +360,7 @@ namespace
objective_delta_stop_strategy(eps), objective_delta_stop_strategy(eps),
&powell, x, minf, 1e-10); &powell, x, minf, 1e-10);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-1),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-1),opt-x);
DLIB_TEST(val == powell(x)); DLIB_TEST(approx_equal(val , powell(x)));
dlog << LINFO << "find_min() cg: got powell/noder2 in " << total_count; dlog << LINFO << "find_min() cg: got powell/noder2 in " << total_count;
...@@ -363,7 +373,7 @@ namespace ...@@ -363,7 +373,7 @@ namespace
1e-7, 1e-7,
10000); 10000);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-3),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-3),opt-x);
DLIB_TEST(val == powell(x)); DLIB_TEST(approx_equal(val , powell(x)));
dlog << LINFO << "find_min_bobyqa(): got powell in " << total_count; dlog << LINFO << "find_min_bobyqa(): got powell in " << total_count;
} }
...@@ -389,7 +399,7 @@ namespace ...@@ -389,7 +399,7 @@ namespace
objective_delta_stop_strategy(eps), objective_delta_stop_strategy(eps),
&simple, &der_simple, x, minf); &simple, &der_simple, x, minf);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x);
DLIB_TEST(val == simple(x)); DLIB_TEST(approx_equal(val , simple(x)));
dlog << LINFO << "find_min() bfgs: got simple in " << total_count; dlog << LINFO << "find_min() bfgs: got simple in " << total_count;
...@@ -399,7 +409,7 @@ namespace ...@@ -399,7 +409,7 @@ namespace
gradient_norm_stop_strategy(), gradient_norm_stop_strategy(),
&simple, &der_simple, x, minf); &simple, &der_simple, x, minf);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x);
DLIB_TEST(val == simple(x)); DLIB_TEST(approx_equal(val , simple(x)));
dlog << LINFO << "find_min() bfgs(gn): got simple in " << total_count; dlog << LINFO << "find_min() bfgs(gn): got simple in " << total_count;
...@@ -409,7 +419,7 @@ namespace ...@@ -409,7 +419,7 @@ namespace
objective_delta_stop_strategy(eps), objective_delta_stop_strategy(eps),
&simple, &der_simple, x, minf); &simple, &der_simple, x, minf);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x);
DLIB_TEST(val == simple(x)); DLIB_TEST(approx_equal(val , simple(x)));
dlog << LINFO << "find_min() lbfgs-3: got simple in " << total_count; dlog << LINFO << "find_min() lbfgs-3: got simple in " << total_count;
...@@ -419,7 +429,7 @@ namespace ...@@ -419,7 +429,7 @@ namespace
objective_delta_stop_strategy(eps), objective_delta_stop_strategy(eps),
&simple, &der_simple, x, minf); &simple, &der_simple, x, minf);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x);
DLIB_TEST(val == simple(x)); DLIB_TEST(approx_equal(val , simple(x)));
dlog << LINFO << "find_min() cg: got simple in " << total_count; dlog << LINFO << "find_min() cg: got simple in " << total_count;
...@@ -430,7 +440,7 @@ namespace ...@@ -430,7 +440,7 @@ namespace
objective_delta_stop_strategy(eps), objective_delta_stop_strategy(eps),
&simple, derivative(&simple), x, minf); &simple, derivative(&simple), x, minf);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x);
DLIB_TEST(val == simple(x)); DLIB_TEST(approx_equal(val , simple(x)));
dlog << LINFO << "find_min() bfgs: got simple/noder in " << total_count; dlog << LINFO << "find_min() bfgs: got simple/noder in " << total_count;
...@@ -440,7 +450,7 @@ namespace ...@@ -440,7 +450,7 @@ namespace
objective_delta_stop_strategy(eps), objective_delta_stop_strategy(eps),
&simple, derivative(&simple), x, minf); &simple, derivative(&simple), x, minf);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x);
DLIB_TEST(val == simple(x)); DLIB_TEST(approx_equal(val , simple(x)));
dlog << LINFO << "find_min() lbfgs-8: got simple/noder in " << total_count; dlog << LINFO << "find_min() lbfgs-8: got simple/noder in " << total_count;
...@@ -450,7 +460,7 @@ namespace ...@@ -450,7 +460,7 @@ namespace
objective_delta_stop_strategy(eps), objective_delta_stop_strategy(eps),
&simple, derivative(&simple), x, minf); &simple, derivative(&simple), x, minf);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x);
DLIB_TEST(val == simple(x)); DLIB_TEST(approx_equal(val , simple(x)));
dlog << LINFO << "find_min() cg: got simple/noder in " << total_count; dlog << LINFO << "find_min() cg: got simple/noder in " << total_count;
...@@ -461,7 +471,7 @@ namespace ...@@ -461,7 +471,7 @@ namespace
objective_delta_stop_strategy(eps), objective_delta_stop_strategy(eps),
&simple, x, minf); &simple, x, minf);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x);
DLIB_TEST(val == simple(x)); DLIB_TEST(approx_equal(val , simple(x)));
dlog << LINFO << "find_min() bfgs: got simple/noder2 in " << total_count; dlog << LINFO << "find_min() bfgs: got simple/noder2 in " << total_count;
...@@ -471,7 +481,7 @@ namespace ...@@ -471,7 +481,7 @@ namespace
objective_delta_stop_strategy(eps), objective_delta_stop_strategy(eps),
&simple, x, minf); &simple, x, minf);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x);
DLIB_TEST(val == simple(x)); DLIB_TEST(approx_equal(val , simple(x)));
dlog << LINFO << "find_min() lbfgs-6: got simple/noder2 in " << total_count; dlog << LINFO << "find_min() lbfgs-6: got simple/noder2 in " << total_count;
...@@ -481,7 +491,7 @@ namespace ...@@ -481,7 +491,7 @@ namespace
objective_delta_stop_strategy(eps), objective_delta_stop_strategy(eps),
&simple, x, minf); &simple, x, minf);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x);
DLIB_TEST(val == simple(x)); DLIB_TEST(approx_equal(val , simple(x)));
dlog << LINFO << "find_min() cg: got simple/noder2 in " << total_count; dlog << LINFO << "find_min() cg: got simple/noder2 in " << total_count;
...@@ -494,7 +504,7 @@ namespace ...@@ -494,7 +504,7 @@ namespace
1e-6, 1e-6,
10000); 10000);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x);
DLIB_TEST(val == simple(x)); DLIB_TEST(approx_equal(val , simple(x)));
dlog << LINFO << "find_min_bobyqa(): got simple in " << total_count; dlog << LINFO << "find_min_bobyqa(): got simple in " << total_count;
} }
...@@ -520,7 +530,7 @@ namespace ...@@ -520,7 +530,7 @@ namespace
objective_delta_stop_strategy(eps), objective_delta_stop_strategy(eps),
&rosen, &der_rosen, x, minf); &rosen, &der_rosen, x, minf);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-7),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-7),opt-x);
DLIB_TEST(val == rosen(x)); DLIB_TEST(approx_equal(val , rosen(x)));
dlog << LINFO << "find_min() bfgs: got rosen in " << total_count; dlog << LINFO << "find_min() bfgs: got rosen in " << total_count;
...@@ -530,7 +540,7 @@ namespace ...@@ -530,7 +540,7 @@ namespace
gradient_norm_stop_strategy(), gradient_norm_stop_strategy(),
&rosen, &der_rosen, x, minf); &rosen, &der_rosen, x, minf);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-7),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-7),opt-x);
DLIB_TEST(val == rosen(x)); DLIB_TEST(approx_equal(val , rosen(x)));
dlog << LINFO << "find_min() bfgs(gn): got rosen in " << total_count; dlog << LINFO << "find_min() bfgs(gn): got rosen in " << total_count;
...@@ -540,7 +550,7 @@ namespace ...@@ -540,7 +550,7 @@ namespace
objective_delta_stop_strategy(eps), objective_delta_stop_strategy(eps),
&rosen, &der_rosen, x, minf); &rosen, &der_rosen, x, minf);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-7),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-7),opt-x);
DLIB_TEST(std::abs(val - rosen(x)) < 100*std::numeric_limits<double>::epsilon()); DLIB_TEST(approx_equal(val , rosen(x)));
dlog << LINFO << "find_min() lbfgs-20: got rosen in " << total_count; dlog << LINFO << "find_min() lbfgs-20: got rosen in " << total_count;
...@@ -550,7 +560,7 @@ namespace ...@@ -550,7 +560,7 @@ namespace
objective_delta_stop_strategy(eps), objective_delta_stop_strategy(eps),
&rosen, &der_rosen, x, minf); &rosen, &der_rosen, x, minf);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-7),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-7),opt-x);
DLIB_TEST(val == rosen(x)); DLIB_TEST(approx_equal(val , rosen(x)));
dlog << LINFO << "find_min() cg: got rosen in " << total_count; dlog << LINFO << "find_min() cg: got rosen in " << total_count;
...@@ -561,7 +571,7 @@ namespace ...@@ -561,7 +571,7 @@ namespace
objective_delta_stop_strategy(eps), objective_delta_stop_strategy(eps),
&rosen, derivative(&rosen,1e-5), x, minf); &rosen, derivative(&rosen,1e-5), x, minf);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-4),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-4),opt-x);
DLIB_TEST(val == rosen(x)); DLIB_TEST(approx_equal(val , rosen(x)));
dlog << LINFO << "find_min() bfgs: got rosen/noder in " << total_count; dlog << LINFO << "find_min() bfgs: got rosen/noder in " << total_count;
...@@ -571,7 +581,7 @@ namespace ...@@ -571,7 +581,7 @@ namespace
objective_delta_stop_strategy(eps), objective_delta_stop_strategy(eps),
&rosen, derivative(&rosen,1e-5), x, minf); &rosen, derivative(&rosen,1e-5), x, minf);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-4),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-4),opt-x);
DLIB_TEST(val == rosen(x)); DLIB_TEST(approx_equal(val , rosen(x)));
dlog << LINFO << "find_min() lbfgs-5: got rosen/noder in " << total_count; dlog << LINFO << "find_min() lbfgs-5: got rosen/noder in " << total_count;
...@@ -581,7 +591,7 @@ namespace ...@@ -581,7 +591,7 @@ namespace
objective_delta_stop_strategy(eps), objective_delta_stop_strategy(eps),
&rosen, derivative(&rosen,1e-5), x, minf); &rosen, derivative(&rosen,1e-5), x, minf);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-4),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-4),opt-x);
DLIB_TEST(val == rosen(x)); DLIB_TEST(approx_equal(val , rosen(x)));
dlog << LINFO << "find_min() cg: got rosen/noder in " << total_count; dlog << LINFO << "find_min() cg: got rosen/noder in " << total_count;
...@@ -591,7 +601,7 @@ namespace ...@@ -591,7 +601,7 @@ namespace
objective_delta_stop_strategy(eps), objective_delta_stop_strategy(eps),
&rosen, x, minf); &rosen, x, minf);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-4),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-4),opt-x);
DLIB_TEST(val == rosen(x)); DLIB_TEST(approx_equal(val , rosen(x)));
dlog << LINFO << "find_min() cg: got rosen/noder2 in " << total_count; dlog << LINFO << "find_min() cg: got rosen/noder2 in " << total_count;
...@@ -606,7 +616,7 @@ namespace ...@@ -606,7 +616,7 @@ namespace
1e-6, 1e-6,
10000); 10000);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x);
DLIB_TEST(val == rosen(x)); DLIB_TEST(approx_equal(val , rosen(x)));
dlog << LINFO << "find_min_bobyqa(): got rosen in " << total_count; dlog << LINFO << "find_min_bobyqa(): got rosen in " << total_count;
} }
} }
...@@ -632,7 +642,7 @@ namespace ...@@ -632,7 +642,7 @@ namespace
bfgs_search_strategy(), bfgs_search_strategy(),
objective_delta_stop_strategy(eps), &neg_rosen, &der_neg_rosen, x, maxf); objective_delta_stop_strategy(eps), &neg_rosen, &der_neg_rosen, x, maxf);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-7),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-7),opt-x);
DLIB_TEST(val == neg_rosen(x)); DLIB_TEST(approx_equal(val , neg_rosen(x)));
dlog << LINFO << "find_max() bfgs: got neg_rosen in " << total_count; dlog << LINFO << "find_max() bfgs: got neg_rosen in " << total_count;
total_count = 0; total_count = 0;
...@@ -641,7 +651,7 @@ namespace ...@@ -641,7 +651,7 @@ namespace
lbfgs_search_strategy(5), lbfgs_search_strategy(5),
objective_delta_stop_strategy(eps), &neg_rosen, &der_neg_rosen, x, maxf); objective_delta_stop_strategy(eps), &neg_rosen, &der_neg_rosen, x, maxf);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-7),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-7),opt-x);
DLIB_TEST(val == neg_rosen(x)); DLIB_TEST(approx_equal(val , neg_rosen(x)));
dlog << LINFO << "find_max() lbfgs-5: got neg_rosen in " << total_count; dlog << LINFO << "find_max() lbfgs-5: got neg_rosen in " << total_count;
total_count = 0; total_count = 0;
...@@ -650,7 +660,7 @@ namespace ...@@ -650,7 +660,7 @@ namespace
lbfgs_search_strategy(5), lbfgs_search_strategy(5),
objective_delta_stop_strategy(eps), &neg_rosen, derivative(&neg_rosen), x, maxf); objective_delta_stop_strategy(eps), &neg_rosen, derivative(&neg_rosen), x, maxf);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-7),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-7),opt-x);
DLIB_TEST(val == neg_rosen(x)); DLIB_TEST(approx_equal(val , neg_rosen(x)));
dlog << LINFO << "find_max() lbfgs-5: got neg_rosen/noder in " << total_count; dlog << LINFO << "find_max() lbfgs-5: got neg_rosen/noder in " << total_count;
...@@ -660,7 +670,7 @@ namespace ...@@ -660,7 +670,7 @@ namespace
cg_search_strategy(), cg_search_strategy(),
objective_delta_stop_strategy(eps), &neg_rosen, x, maxf); objective_delta_stop_strategy(eps), &neg_rosen, x, maxf);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-7),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-7),opt-x);
DLIB_TEST(val == neg_rosen(x)); DLIB_TEST(approx_equal(val , neg_rosen(x)));
dlog << LINFO << "find_max() cg: got neg_rosen/noder2 in " << total_count; dlog << LINFO << "find_max() cg: got neg_rosen/noder2 in " << total_count;
...@@ -673,7 +683,7 @@ namespace ...@@ -673,7 +683,7 @@ namespace
1e-6, 1e-6,
10000); 10000);
DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x); DLIB_TEST_MSG(dlib::equal(x,opt, 1e-5),opt-x);
DLIB_TEST(val == neg_rosen(x)); DLIB_TEST(approx_equal(val , neg_rosen(x)));
dlog << LINFO << "find_max_bobyqa(): got neg_rosen in " << total_count; dlog << LINFO << "find_max_bobyqa(): got neg_rosen in " << total_count;
} }
......
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