eegmp_preproc/data/outputs/history/log_sub-009_ica1_06-Jan-2022.txt

Input data size [71,978000] = 71 channels, 978000 frames
Finding 71 ICA components using extended ICA.
Kurtosis will be calculated initially every 1 blocks using 6000 data points.
Decomposing 194 frames per ICA weight ((5041)^2 = 978000 weights, Initial learning rate will be 0.001, block size 69.
Learning rate will be multiplied by 0.98 whenever angledelta >= 60 deg.
More than 32 channels: default stopping weight change 1E-7
Training will end when wchange < 1e-07 or after 512 steps.
Online bias adjustment will be used.
Removing mean of each channel ...
Final training data range: -5.61095 to 6.91884
Computing the sphering matrix...
Starting weights are the identity matrix ...
Sphering the data ...
Beginning ICA training ... first training step may be slow ...
step 1 - lrate 0.001000, wchange 59.47317966, angledelta  0.0 deg
Lowering learning rate to 0.0009 and starting again.
Lowering learning rate to 0.00081 and starting again.
step 1 - lrate 0.000810, wchange 59.67550429, angledelta  0.0 deg
step 2 - lrate 0.000810, wchange 5.46712965, angledelta  0.0 deg
step 3 - lrate 0.000810, wchange 5.61392654, angledelta 91.2 deg
step 4 - lrate 0.000794, wchange 6.54106085, angledelta 112.8 deg
step 5 - lrate 0.000778, wchange 7.44913765, angledelta 117.8 deg
step 6 - lrate 0.000762, wchange 6.19495273, angledelta 119.7 deg
step 7 - lrate 0.000747, wchange 5.00123889, angledelta 116.0 deg
step 8 - lrate 0.000732, wchange 5.43996334, angledelta 115.5 deg
step 9 - lrate 0.000718, wchange 5.74256608, angledelta 121.6 deg
step 10 - lrate 0.000703, wchange 6.47843566, angledelta 119.9 deg
step 11 - lrate 0.000689, wchange 4.63108784, angledelta 116.9 deg
step 12 - lrate 0.000675, wchange 4.08428334, angledelta 116.1 deg
step 13 - lrate 0.000662, wchange 4.60179527, angledelta 112.9 deg
step 14 - lrate 0.000649, wchange 5.84734911, angledelta 116.5 deg
step 15 - lrate 0.000636, wchange 3.95359183, angledelta 117.4 deg
step 16 - lrate 0.000623, wchange 4.00469077, angledelta 114.9 deg
step 17 - lrate 0.000610, wchange 4.21525383, angledelta 113.9 deg
step 18 - lrate 0.000598, wchange 4.25446199, angledelta 125.4 deg
step 19 - lrate 0.000586, wchange 4.02456936, angledelta 123.2 deg
step 20 - lrate 0.000575, wchange 3.32792842, angledelta 112.6 deg
step 21 - lrate 0.000563, wchange 3.07512978, angledelta 112.3 deg
step 22 - lrate 0.000552, wchange 3.44883674, angledelta 119.2 deg
step 23 - lrate 0.000541, wchange 2.98921719, angledelta 114.4 deg
step 24 - lrate 0.000530, wchange 3.23632110, angledelta 114.5 deg
step 25 - lrate 0.000519, wchange 3.26171448, angledelta 115.1 deg
step 26 - lrate 0.000509, wchange 2.92075398, angledelta 120.5 deg
step 27 - lrate 0.000499, wchange 3.05429627, angledelta 111.7 deg
step 28 - lrate 0.000489, wchange 2.39887727, angledelta 113.7 deg
step 29 - lrate 0.000479, wchange 2.37975814, angledelta 103.9 deg
step 30 - lrate 0.000469, wchange 1.93642342, angledelta 122.0 deg
step 31 - lrate 0.000460, wchange 1.70916694, angledelta 98.9 deg
step 32 - lrate 0.000451, wchange 1.78080537, angledelta 126.8 deg
step 33 - lrate 0.000442, wchange 1.02503363, angledelta 115.6 deg
step 34 - lrate 0.000433, wchange 1.64762214, angledelta 124.2 deg
step 35 - lrate 0.000424, wchange 1.54126355, angledelta 116.9 deg
step 36 - lrate 0.000416, wchange 1.14867600, angledelta 115.4 deg
step 37 - lrate 0.000408, wchange 1.46207044, angledelta 120.9 deg
step 38 - lrate 0.000399, wchange 1.13748529, angledelta 114.7 deg
step 39 - lrate 0.000391, wchange 1.53981629, angledelta 117.6 deg
step 40 - lrate 0.000384, wchange 0.58988098, angledelta 111.2 deg
step 41 - lrate 0.000376, wchange 1.01611315, angledelta 103.6 deg
step 42 - lrate 0.000368, wchange 0.47796745, angledelta 105.5 deg
step 43 - lrate 0.000361, wchange 0.95769827, angledelta 90.5 deg
step 44 - lrate 0.000354, wchange 0.65806211, angledelta 117.1 deg
step 45 - lrate 0.000347, wchange 0.76588321, angledelta 131.9 deg
step 46 - lrate 0.000340, wchange 1.08645576, angledelta 105.8 deg
step 47 - lrate 0.000333, wchange 0.47582989, angledelta 99.8 deg
step 48 - lrate 0.000326, wchange 1.04502424, angledelta 98.1 deg
step 49 - lrate 0.000320, wchange 0.95884196, angledelta 94.0 deg
step 50 - lrate 0.000313, wchange 1.83496987, angledelta 112.4 deg
step 51 - lrate 0.000307, wchange 0.27629333, angledelta 101.7 deg
step 52 - lrate 0.000301, wchange 1.43715194, angledelta 101.0 deg
step 53 - lrate 0.000295, wchange 0.50524117, angledelta 95.6 deg
step 54 - lrate 0.000289, wchange 1.01411115, angledelta 99.7 deg
step 55 - lrate 0.000283, wchange 1.14803861, angledelta 138.4 deg
step 56 - lrate 0.000278, wchange 0.38051031, angledelta 88.7 deg
step 57 - lrate 0.000272, wchange 0.34316720, angledelta 123.5 deg
step 58 - lrate 0.000267, wchange 0.37725545, angledelta 109.2 deg
step 59 - lrate 0.000261, wchange 0.23493124, angledelta 95.2 deg
step 60 - lrate 0.000256, wchange 0.86759757, angledelta 103.7 deg
step 61 - lrate 0.000251, wchange 0.32786207, angledelta 107.6 deg
step 62 - lrate 0.000246, wchange 1.39244212, angledelta 102.2 deg
step 63 - lrate 0.000241, wchange 1.56682956, angledelta 133.3 deg
step 64 - lrate 0.000236, wchange 0.86450282, angledelta 118.7 deg
step 65 - lrate 0.000231, wchange 0.80453523, angledelta 144.4 deg
step 66 - lrate 0.000227, wchange 0.78669933, angledelta 144.1 deg
step 67 - lrate 0.000222, wchange 0.71814258, angledelta 151.4 deg
step 68 - lrate 0.000218, wchange 0.70977797, angledelta 152.8 deg
step 69 - lrate 0.000214, wchange 0.75308935, angledelta 153.7 deg
step 70 - lrate 0.000209, wchange 0.77399153, angledelta 151.8 deg
step 71 - lrate 0.000205, wchange 0.77805765, angledelta 141.6 deg
step 72 - lrate 0.000201, wchange 0.73851803, angledelta 153.5 deg
step 73 - lrate 0.000197, wchange 0.76387711, angledelta 152.9 deg
step 74 - lrate 0.000193, wchange 0.86332523, angledelta 149.4 deg
step 75 - lrate 0.000189, wchange 1.48230269, angledelta 132.6 deg
step 76 - lrate 0.000185, wchange 0.69166447, angledelta 128.8 deg
step 77 - lrate 0.000182, wchange 0.74914325, angledelta 154.4 deg
step 78 - lrate 0.000178, wchange 0.81680398, angledelta 152.4 deg
step 79 - lrate 0.000174, wchange 0.74100873, angledelta 154.3 deg
step 80 - lrate 0.000171, wchange 0.69264127, angledelta 153.8 deg
step 81 - lrate 0.000168, wchange 0.71755633, angledelta 145.9 deg
step 82 - lrate 0.000164, wchange 0.72651995, angledelta 141.2 deg
step 83 - lrate 0.000161, wchange 0.71831740, angledelta 146.0 deg
step 84 - lrate 0.000158, wchange 0.71978147, angledelta 144.1 deg
step 85 - lrate 0.000155, wchange 0.91864920, angledelta 144.0 deg
step 86 - lrate 0.000151, wchange 0.77770226, angledelta 134.3 deg
step 87 - lrate 0.000148, wchange 0.70561525, angledelta 141.0 deg
step 88 - lrate 0.000145, wchange 0.73660628, angledelta 154.7 deg
step 89 - lrate 0.000143, wchange 0.11963695, angledelta 103.7 deg
step 90 - lrate 0.000140, wchange 0.70328327, angledelta 99.3 deg
step 91 - lrate 0.000137, wchange 0.71624490, angledelta 158.2 deg
step 92 - lrate 0.000134, wchange 0.69840661, angledelta 153.4 deg
step 93 - lrate 0.000131, wchange 0.11661788, angledelta 104.1 deg
step 94 - lrate 0.000129, wchange 0.08106122, angledelta 105.2 deg
step 95 - lrate 0.000126, wchange 0.08033261, angledelta 114.2 deg
step 96 - lrate 0.000124, wchange 0.17720959, angledelta 106.4 deg
step 97 - lrate 0.000121, wchange 0.66311423, angledelta 112.3 deg
step 98 - lrate 0.000119, wchange 0.07370238, angledelta 96.9 deg
step 99 - lrate 0.000116, wchange 0.07132823, angledelta 115.6 deg
step 100 - lrate 0.000114, wchange 0.07513716, angledelta 120.1 deg
step 101 - lrate 0.000112, wchange 0.06908335, angledelta 116.8 deg
step 102 - lrate 0.000110, wchange 0.07154069, angledelta 120.3 deg
step 103 - lrate 0.000107, wchange 0.06204035, angledelta 118.5 deg
step 104 - lrate 0.000105, wchange 0.06236613, angledelta 118.2 deg
step 105 - lrate 0.000103, wchange 0.06091462, angledelta 114.4 deg
step 106 - lrate 0.000101, wchange 0.06829806, angledelta 120.1 deg
step 107 - lrate 0.000099, wchange 0.06935917, angledelta 117.0 deg
step 108 - lrate 0.000097, wchange 0.20711314, angledelta 109.1 deg
step 109 - lrate 0.000095, wchange 0.12740231, angledelta 80.0 deg
step 110 - lrate 0.000093, wchange 0.06771717, angledelta 91.5 deg
step 111 - lrate 0.000091, wchange 0.05706177, angledelta 109.7 deg
step 112 - lrate 0.000090, wchange 0.05256954, angledelta 112.4 deg
step 113 - lrate 0.000088, wchange 0.05520833, angledelta 112.0 deg
step 114 - lrate 0.000086, wchange 0.05173515, angledelta 119.2 deg
step 115 - lrate 0.000084, wchange 0.09802046, angledelta 108.0 deg
step 116 - lrate 0.000083, wchange 0.10296656, angledelta 137.3 deg
step 117 - lrate 0.000081, wchange 0.14110966, angledelta 99.8 deg
step 118 - lrate 0.000079, wchange 0.52716021, angledelta 101.8 deg
step 119 - lrate 0.000078, wchange 0.05812659, angledelta 93.9 deg
step 120 - lrate 0.000076, wchange 0.04674297, angledelta 113.0 deg
step 121 - lrate 0.000075, wchange 0.04058417, angledelta 117.1 deg
step 122 - lrate 0.000073, wchange 0.04290373, angledelta 120.6 deg
step 123 - lrate 0.000072, wchange 0.05012129, angledelta 121.0 deg
step 124 - lrate 0.000070, wchange 0.04378140, angledelta 123.8 deg
step 125 - lrate 0.000069, wchange 0.03808394, angledelta 115.0 deg
step 126 - lrate 0.000067, wchange 0.03665737, angledelta 118.6 deg
step 127 - lrate 0.000066, wchange 0.03780190, angledelta 118.4 deg
step 128 - lrate 0.000065, wchange 0.03836100, angledelta 116.1 deg
step 129 - lrate 0.000064, wchange 0.03854539, angledelta 120.2 deg
step 130 - lrate 0.000062, wchange 0.03430902, angledelta 121.4 deg
step 131 - lrate 0.000061, wchange 0.03066710, angledelta 119.7 deg
step 132 - lrate 0.000060, wchange 0.03386354, angledelta 118.0 deg
step 133 - lrate 0.000059, wchange 0.03005920, angledelta 120.3 deg
step 134 - lrate 0.000057, wchange 0.02702630, angledelta 118.1 deg
step 135 - lrate 0.000056, wchange 0.02915999, angledelta 117.1 deg
step 136 - lrate 0.000055, wchange 0.03094942, angledelta 120.9 deg
step 137 - lrate 0.000054, wchange 0.03006860, angledelta 118.7 deg
step 138 - lrate 0.000053, wchange 0.02806449, angledelta 121.2 deg
step 139 - lrate 0.000052, wchange 0.02905160, angledelta 114.6 deg
step 140 - lrate 0.000051, wchange 0.15138344, angledelta 104.0 deg
step 141 - lrate 0.000050, wchange 0.04049538, angledelta 98.2 deg
step 142 - lrate 0.000049, wchange 0.04898944, angledelta 87.9 deg
step 143 - lrate 0.000048, wchange 0.22242120, angledelta 123.7 deg
step 144 - lrate 0.000047, wchange 0.02656028, angledelta 92.3 deg
step 145 - lrate 0.000046, wchange 0.02272377, angledelta 117.2 deg
step 146 - lrate 0.000045, wchange 0.14061255, angledelta 100.4 deg
step 147 - lrate 0.000044, wchange 0.14397173, angledelta 153.3 deg
step 148 - lrate 0.000043, wchange 0.13758810, angledelta 156.4 deg
step 149 - lrate 0.000042, wchange 0.02882383, angledelta 99.7 deg
step 150 - lrate 0.000042, wchange 0.14539616, angledelta 111.3 deg
step 151 - lrate 0.000041, wchange 0.02079275, angledelta 98.1 deg
step 152 - lrate 0.000040, wchange 0.01973958, angledelta 118.2 deg
step 153 - lrate 0.000039, wchange 0.01817326, angledelta 119.6 deg
step 154 - lrate 0.000038, wchange 0.01914845, angledelta 117.2 deg
step 155 - lrate 0.000038, wchange 0.01981660, angledelta 120.5 deg
step 156 - lrate 0.000037, wchange 0.02373579, angledelta 122.3 deg
step 157 - lrate 0.000036, wchange 0.02080393, angledelta 126.0 deg
step 158 - lrate 0.000035, wchange 0.02124236, angledelta 108.2 deg
step 159 - lrate 0.000035, wchange 0.01917890, angledelta 119.1 deg
step 160 - lrate 0.000034, wchange 0.01762868, angledelta 116.5 deg
step 161 - lrate 0.000033, wchange 0.01666458, angledelta 122.2 deg
step 162 - lrate 0.000033, wchange 0.01751183, angledelta 122.0 deg
step 163 - lrate 0.000032, wchange 0.01669382, angledelta 117.9 deg
step 164 - lrate 0.000031, wchange 0.01792900, angledelta 123.6 deg
step 165 - lrate 0.000031, wchange 0.01495606, angledelta 121.0 deg
step 166 - lrate 0.000030, wchange 0.01480602, angledelta 118.3 deg
step 167 - lrate 0.000029, wchange 0.01697831, angledelta 117.7 deg
step 168 - lrate 0.000029, wchange 0.01479822, angledelta 119.5 deg
step 169 - lrate 0.000028, wchange 0.01405074, angledelta 118.5 deg
step 170 - lrate 0.000028, wchange 0.01413306, angledelta 117.6 deg
step 171 - lrate 0.000027, wchange 0.01487542, angledelta 122.4 deg
step 172 - lrate 0.000027, wchange 0.01634830, angledelta 125.8 deg
step 173 - lrate 0.000026, wchange 0.01398724, angledelta 124.7 deg
step 174 - lrate 0.000026, wchange 0.01241250, angledelta 122.2 deg
step 175 - lrate 0.000025, wchange 0.01366435, angledelta 123.9 deg
step 176 - lrate 0.000025, wchange 0.01195898, angledelta 118.1 deg
step 177 - lrate 0.000024, wchange 0.01260099, angledelta 115.7 deg
step 178 - lrate 0.000024, wchange 0.01329274, angledelta 125.9 deg
step 179 - lrate 0.000023, wchange 0.01248412, angledelta 122.3 deg
step 180 - lrate 0.000023, wchange 0.01170157, angledelta 114.7 deg
step 181 - lrate 0.000022, wchange 0.01224401, angledelta 122.5 deg
step 182 - lrate 0.000022, wchange 0.01150091, angledelta 125.4 deg
step 183 - lrate 0.000021, wchange 0.00990417, angledelta 122.7 deg
step 184 - lrate 0.000021, wchange 0.00963322, angledelta 117.0 deg
step 185 - lrate 0.000020, wchange 0.00927222, angledelta 122.6 deg
step 186 - lrate 0.000020, wchange 0.00935773, angledelta 119.3 deg
step 187 - lrate 0.000020, wchange 0.00924532, angledelta 121.3 deg
step 188 - lrate 0.000019, wchange 0.01077207, angledelta 122.1 deg
step 189 - lrate 0.000019, wchange 0.00860787, angledelta 110.5 deg
step 190 - lrate 0.000019, wchange 0.01275545, angledelta 120.1 deg
step 191 - lrate 0.000018, wchange 0.00940919, angledelta 125.9 deg
step 192 - lrate 0.000018, wchange 0.00815030, angledelta 120.3 deg
step 193 - lrate 0.000017, wchange 0.00777679, angledelta 119.4 deg
step 194 - lrate 0.000017, wchange 0.00787924, angledelta 117.7 deg
step 195 - lrate 0.000017, wchange 0.00957003, angledelta 119.7 deg
step 196 - lrate 0.000016, wchange 0.00792704, angledelta 122.8 deg
step 197 - lrate 0.000016, wchange 0.00742001, angledelta 118.6 deg
step 198 - lrate 0.000016, wchange 0.00751360, angledelta 118.9 deg
step 199 - lrate 0.000015, wchange 0.00732576, angledelta 119.6 deg
step 200 - lrate 0.000015, wchange 0.00685981, angledelta 121.5 deg
step 201 - lrate 0.000015, wchange 0.00695531, angledelta 116.6 deg
step 202 - lrate 0.000015, wchange 0.00711032, angledelta 121.9 deg
step 203 - lrate 0.000014, wchange 0.00675470, angledelta 118.5 deg
step 204 - lrate 0.000014, wchange 0.00603394, angledelta 121.2 deg
step 205 - lrate 0.000014, wchange 0.00610144, angledelta 118.8 deg
step 206 - lrate 0.000013, wchange 0.00613153, angledelta 120.7 deg
step 207 - lrate 0.000013, wchange 0.00588100, angledelta 119.9 deg
step 208 - lrate 0.000013, wchange 0.00626336, angledelta 118.9 deg
step 209 - lrate 0.000013, wchange 0.00555074, angledelta 120.4 deg
step 210 - lrate 0.000012, wchange 0.00574400, angledelta 121.7 deg
step 211 - lrate 0.000012, wchange 0.00573185, angledelta 120.9 deg
step 212 - lrate 0.000012, wchange 0.00522890, angledelta 120.0 deg
step 213 - lrate 0.000012, wchange 0.00532741, angledelta 120.2 deg
step 214 - lrate 0.000011, wchange 0.00496867, angledelta 118.8 deg
step 215 - lrate 0.000011, wchange 0.00532464, angledelta 119.0 deg
step 216 - lrate 0.000011, wchange 0.00599020, angledelta 123.6 deg
step 217 - lrate 0.000011, wchange 0.00566850, angledelta 121.0 deg
step 218 - lrate 0.000011, wchange 0.00475753, angledelta 119.6 deg
step 219 - lrate 0.000010, wchange 0.00455723, angledelta 121.6 deg
step 220 - lrate 0.000010, wchange 0.00428900, angledelta 121.0 deg
step 221 - lrate 0.000010, wchange 0.00401522, angledelta 115.9 deg
step 222 - lrate 0.000010, wchange 0.00488044, angledelta 119.0 deg
step 223 - lrate 0.000010, wchange 0.00482734, angledelta 123.8 deg
step 224 - lrate 0.000009, wchange 0.00400913, angledelta 114.8 deg
step 225 - lrate 0.000009, wchange 0.00443363, angledelta 119.8 deg
step 226 - lrate 0.000009, wchange 0.00425319, angledelta 122.5 deg
step 227 - lrate 0.000009, wchange 0.00435656, angledelta 119.1 deg
step 228 - lrate 0.000009, wchange 0.00469692, angledelta 126.5 deg
step 229 - lrate 0.000008, wchange 0.00475773, angledelta 121.0 deg
step 230 - lrate 0.000008, wchange 0.00419088, angledelta 127.3 deg
step 231 - lrate 0.000008, wchange 0.00342494, angledelta 109.9 deg
step 232 - lrate 0.000008, wchange 0.00334543, angledelta 121.3 deg
step 233 - lrate 0.000008, wchange 0.00337825, angledelta 120.1 deg
step 234 - lrate 0.000008, wchange 0.00356886, angledelta 122.7 deg
step 235 - lrate 0.000007, wchange 0.00389756, angledelta 123.5 deg
step 236 - lrate 0.000007, wchange 0.00356664, angledelta 127.2 deg
step 237 - lrate 0.000007, wchange 0.00317883, angledelta 123.4 deg
step 238 - lrate 0.000007, wchange 0.00289421, angledelta 115.8 deg
step 239 - lrate 0.000007, wchange 0.00307262, angledelta 119.3 deg
step 240 - lrate 0.000007, wchange 0.00306940, angledelta 117.0 deg
step 241 - lrate 0.000007, wchange 0.00372405, angledelta 119.8 deg
step 242 - lrate 0.000006, wchange 0.00278861, angledelta 120.1 deg
step 243 - lrate 0.000006, wchange 0.00266319, angledelta 118.0 deg
step 244 - lrate 0.000006, wchange 0.00253951, angledelta 120.1 deg
step 245 - lrate 0.000006, wchange 0.00292866, angledelta 122.0 deg
step 246 - lrate 0.000006, wchange 0.00245801, angledelta 119.3 deg
step 247 - lrate 0.000006, wchange 0.00252444, angledelta 119.1 deg
step 248 - lrate 0.000006, wchange 0.00248178, angledelta 121.0 deg
step 249 - lrate 0.000006, wchange 0.00249301, angledelta 123.7 deg
step 250 - lrate 0.000006, wchange 0.00209932, angledelta 118.9 deg
step 251 - lrate 0.000005, wchange 0.00214109, angledelta 119.4 deg
step 252 - lrate 0.000005, wchange 0.00218164, angledelta 122.4 deg
step 253 - lrate 0.000005, wchange 0.00209951, angledelta 121.2 deg
step 254 - lrate 0.000005, wchange 0.00208186, angledelta 118.9 deg
step 255 - lrate 0.000005, wchange 0.00187004, angledelta 117.7 deg
step 256 - lrate 0.000005, wchange 0.00189520, angledelta 118.9 deg
step 257 - lrate 0.000005, wchange 0.00182881, angledelta 117.0 deg
step 258 - lrate 0.000005, wchange 0.00208336, angledelta 120.8 deg
step 259 - lrate 0.000005, wchange 0.00181555, angledelta 123.8 deg
step 260 - lrate 0.000005, wchange 0.00191191, angledelta 119.8 deg
step 261 - lrate 0.000004, wchange 0.00170498, angledelta 123.4 deg
step 262 - lrate 0.000004, wchange 0.00156810, angledelta 114.0 deg
step 263 - lrate 0.000004, wchange 0.00155770, angledelta 119.1 deg
step 264 - lrate 0.000004, wchange 0.00173021, angledelta 121.7 deg
step 265 - lrate 0.000004, wchange 0.00192336, angledelta 122.1 deg
step 266 - lrate 0.000004, wchange 0.00159467, angledelta 124.7 deg
step 267 - lrate 0.000004, wchange 0.00141708, angledelta 118.4 deg
step 268 - lrate 0.000004, wchange 0.00143860, angledelta 119.9 deg
step 269 - lrate 0.000004, wchange 0.11824512, angledelta 90.0 deg
step 270 - lrate 0.000004, wchange 0.00160915, angledelta 93.1 deg
step 271 - lrate 0.000004, wchange 0.00126930, angledelta 117.6 deg
step 272 - lrate 0.000004, wchange 0.00121388, angledelta 117.9 deg
step 273 - lrate 0.000003, wchange 0.00117736, angledelta 118.3 deg
step 274 - lrate 0.000003, wchange 0.00123702, angledelta 115.4 deg
step 275 - lrate 0.000003, wchange 0.00127432, angledelta 119.1 deg
step 276 - lrate 0.000003, wchange 0.00150855, angledelta 122.5 deg
step 277 - lrate 0.000003, wchange 0.00100121, angledelta 112.6 deg
step 278 - lrate 0.000003, wchange 0.11283107, angledelta 93.8 deg
step 279 - lrate 0.000003, wchange 0.00130946, angledelta 76.9 deg
step 280 - lrate 0.000003, wchange 0.00111119, angledelta 103.1 deg
step 281 - lrate 0.000003, wchange 0.00124878, angledelta 111.8 deg
step 282 - lrate 0.000003, wchange 0.00103772, angledelta 116.5 deg
step 283 - lrate 0.000003, wchange 0.00090798, angledelta 115.8 deg
step 284 - lrate 0.000003, wchange 0.00087648, angledelta 116.7 deg
step 285 - lrate 0.000003, wchange 0.00088946, angledelta 118.4 deg
step 286 - lrate 0.000003, wchange 0.00087568, angledelta 118.8 deg
step 287 - lrate 0.000003, wchange 0.00080945, angledelta 120.4 deg
step 288 - lrate 0.000003, wchange 0.00082134, angledelta 118.0 deg
step 289 - lrate 0.000003, wchange 0.00084621, angledelta 119.3 deg
step 290 - lrate 0.000002, wchange 0.00078384, angledelta 122.2 deg
step 291 - lrate 0.000002, wchange 0.00069531, angledelta 118.6 deg
step 292 - lrate 0.000002, wchange 0.00074312, angledelta 120.4 deg
step 293 - lrate 0.000002, wchange 0.00063081, angledelta 122.0 deg
step 294 - lrate 0.000002, wchange 0.00062941, angledelta 119.2 deg
step 295 - lrate 0.000002, wchange 0.00066385, angledelta 121.9 deg
step 296 - lrate 0.000002, wchange 0.00063471, angledelta 123.1 deg
step 297 - lrate 0.000002, wchange 0.00058502, angledelta 119.2 deg
step 298 - lrate 0.000002, wchange 0.00052432, angledelta 117.9 deg
step 299 - lrate 0.000002, wchange 0.00063586, angledelta 117.2 deg
step 300 - lrate 0.000002, wchange 0.00051580, angledelta 121.0 deg
step 301 - lrate 0.000002, wchange 0.00048275, angledelta 117.7 deg
step 302 - lrate 0.000002, wchange 0.00046926, angledelta 120.0 deg
step 303 - lrate 0.000002, wchange 0.00048503, angledelta 117.8 deg
step 304 - lrate 0.000002, wchange 0.00046629, angledelta 118.6 deg
step 305 - lrate 0.000002, wchange 0.00044214, angledelta 121.5 deg
step 306 - lrate 0.000002, wchange 0.00044559, angledelta 116.7 deg
step 307 - lrate 0.000002, wchange 0.00041703, angledelta 122.7 deg
step 308 - lrate 0.000002, wchange 0.00040969, angledelta 122.6 deg
step 309 - lrate 0.000002, wchange 0.00036387, angledelta 118.9 deg
step 310 - lrate 0.000002, wchange 0.00034903, angledelta 116.6 deg
step 311 - lrate 0.000002, wchange 0.00032299, angledelta 119.1 deg
step 312 - lrate 0.000002, wchange 0.00031119, angledelta 117.6 deg
step 313 - lrate 0.000002, wchange 0.00031474, angledelta 117.6 deg
step 314 - lrate 0.000002, wchange 0.00031409, angledelta 120.4 deg
step 315 - lrate 0.000001, wchange 0.00027453, angledelta 118.0 deg
step 316 - lrate 0.000001, wchange 0.00028828, angledelta 116.2 deg
step 317 - lrate 0.000001, wchange 0.00024593, angledelta 117.1 deg
step 318 - lrate 0.000001, wchange 0.00024068, angledelta 116.2 deg
step 319 - lrate 0.000001, wchange 0.00024510, angledelta 118.3 deg
step 320 - lrate 0.000001, wchange 0.00023420, angledelta 118.4 deg
step 321 - lrate 0.000001, wchange 0.00020576, angledelta 119.7 deg
step 322 - lrate 0.000001, wchange 0.00024569, angledelta 116.7 deg
step 323 - lrate 0.000001, wchange 0.00020333, angledelta 113.8 deg
step 324 - lrate 0.000001, wchange 0.00019553, angledelta 118.3 deg
step 325 - lrate 0.000001, wchange 0.00018273, angledelta 112.9 deg
step 326 - lrate 0.000001, wchange 0.00016567, angledelta 116.7 deg
step 327 - lrate 0.000001, wchange 0.00015067, angledelta 117.8 deg
step 328 - lrate 0.000001, wchange 0.00016765, angledelta 115.7 deg
step 329 - lrate 0.000001, wchange 0.00015328, angledelta 117.9 deg
step 330 - lrate 0.000001, wchange 0.00014100, angledelta 115.3 deg
step 331 - lrate 0.000001, wchange 0.00013276, angledelta 117.3 deg
step 332 - lrate 0.000001, wchange 0.00012086, angledelta 115.4 deg
step 333 - lrate 0.000001, wchange 0.00011663, angledelta 112.4 deg
step 334 - lrate 0.000001, wchange 0.00011538, angledelta 116.9 deg
step 335 - lrate 0.000001, wchange 0.00010707, angledelta 119.7 deg
step 336 - lrate 0.000001, wchange 0.00010325, angledelta 112.9 deg
step 337 - lrate 0.000001, wchange 0.00009857, angledelta 116.9 deg
step 338 - lrate 0.000001, wchange 0.00009379, angledelta 114.5 deg
step 339 - lrate 0.000001, wchange 0.00008543, angledelta 115.1 deg
step 340 - lrate 0.000001, wchange 0.00008158, angledelta 118.0 deg
step 341 - lrate 0.000001, wchange 0.00007239, angledelta 114.4 deg
step 342 - lrate 0.000001, wchange 0.00007045, angledelta 113.7 deg
step 343 - lrate 0.000001, wchange 0.08573151, angledelta 87.4 deg
step 344 - lrate 0.000001, wchange 0.00172266, angledelta 11.3 deg
step 345 - lrate 0.000001, wchange 0.00011862, angledelta 45.9 deg
step 346 - lrate 0.000001, wchange 0.00006298, angledelta 76.9 deg
step 347 - lrate 0.000001, wchange 0.00276314, angledelta 105.4 deg
step 348 - lrate 0.000001, wchange 0.04720191, angledelta  9.1 deg
step 349 - lrate 0.000001, wchange 0.00412896, angledelta 11.2 deg
step 350 - lrate 0.000001, wchange 0.00013877, angledelta 40.2 deg
step 351 - lrate 0.000001, wchange 0.00005614, angledelta 84.1 deg
step 352 - lrate 0.000001, wchange 0.00004908, angledelta 112.7 deg
step 353 - lrate 0.000001, wchange 0.00005109, angledelta 109.7 deg
step 354 - lrate 0.000001, wchange 0.00004874, angledelta 115.6 deg
step 355 - lrate 0.000001, wchange 0.00005263, angledelta 112.3 deg
step 356 - lrate 0.000001, wchange 0.00004233, angledelta 111.5 deg
step 357 - lrate 0.000001, wchange 0.00005183, angledelta 105.9 deg
step 358 - lrate 0.000001, wchange 0.00004271, angledelta 118.6 deg
step 359 - lrate 0.000001, wchange 0.00003994, angledelta 114.7 deg
step 360 - lrate 0.000001, wchange 0.00003617, angledelta 112.8 deg
step 361 - lrate 0.000001, wchange 0.00003549, angledelta 115.8 deg
step 362 - lrate 0.000001, wchange 0.00002964, angledelta 112.9 deg
step 363 - lrate 0.000001, wchange 0.00003274, angledelta 107.3 deg
step 364 - lrate 0.000001, wchange 0.00003033, angledelta 116.2 deg
step 365 - lrate 0.000001, wchange 0.00002660, angledelta 111.1 deg
step 366 - lrate 0.000001, wchange 0.00002368, angledelta 112.5 deg
step 367 - lrate 0.000001, wchange 0.00002544, angledelta 116.7 deg
step 368 - lrate 0.000001, wchange 0.00002121, angledelta 109.5 deg
step 369 - lrate 0.000001, wchange 0.00002056, angledelta 111.4 deg
step 370 - lrate 0.000001, wchange 0.00001757, angledelta 111.9 deg
step 371 - lrate 0.000001, wchange 0.00001645, angledelta 105.9 deg
step 372 - lrate 0.000001, wchange 0.00001950, angledelta 113.9 deg
step 373 - lrate 0.000001, wchange 0.00001540, angledelta 113.9 deg
step 374 - lrate 0.000000, wchange 0.00001303, angledelta 112.5 deg
step 375 - lrate 0.000000, wchange 0.00001391, angledelta 108.9 deg
step 376 - lrate 0.000000, wchange 0.00001161, angledelta 110.1 deg
step 377 - lrate 0.000000, wchange 0.00001146, angledelta 109.2 deg
step 378 - lrate 0.000000, wchange 0.00001122, angledelta 112.5 deg
step 379 - lrate 0.000000, wchange 0.00000986, angledelta 101.1 deg
step 380 - lrate 0.000000, wchange 0.00001072, angledelta 113.0 deg
step 381 - lrate 0.000000, wchange 0.00000868, angledelta 113.2 deg
step 382 - lrate 0.000000, wchange 0.00000790, angledelta 107.0 deg
step 383 - lrate 0.000000, wchange 0.00000742, angledelta 106.6 deg
step 384 - lrate 0.000000, wchange 0.00000703, angledelta 102.4 deg
step 385 - lrate 0.000000, wchange 0.00000742, angledelta 108.3 deg
step 386 - lrate 0.000000, wchange 0.00000626, angledelta 109.4 deg
step 387 - lrate 0.000000, wchange 0.00000576, angledelta 105.4 deg
step 388 - lrate 0.000000, wchange 0.00000525, angledelta 105.9 deg
step 389 - lrate 0.000000, wchange 0.00000565, angledelta 107.0 deg
step 390 - lrate 0.000000, wchange 0.00000476, angledelta 108.3 deg
step 391 - lrate 0.000000, wchange 0.00000498, angledelta 106.3 deg
step 392 - lrate 0.000000, wchange 0.00000424, angledelta 107.7 deg
step 393 - lrate 0.000000, wchange 0.00000400, angledelta 108.2 deg
step 394 - lrate 0.000000, wchange 0.00000353, angledelta 111.9 deg
step 395 - lrate 0.000000, wchange 0.00000316, angledelta 104.5 deg
step 396 - lrate 0.000000, wchange 0.00000307, angledelta 105.5 deg
step 397 - lrate 0.000000, wchange 0.00000252, angledelta 106.7 deg
step 398 - lrate 0.000000, wchange 0.00000256, angledelta 103.8 deg
step 399 - lrate 0.000000, wchange 0.00000224, angledelta 103.8 deg
step 400 - lrate 0.000000, wchange 0.00000264, angledelta 104.2 deg
step 401 - lrate 0.000000, wchange 0.00000207, angledelta 99.8 deg
step 402 - lrate 0.000000, wchange 0.00000189, angledelta 103.3 deg
step 403 - lrate 0.000000, wchange 0.00000186, angledelta 101.1 deg
step 404 - lrate 0.000000, wchange 0.00000194, angledelta 96.3 deg
step 405 - lrate 0.000000, wchange 0.00000168, angledelta 107.7 deg
step 406 - lrate 0.000000, wchange 0.00000141, angledelta 103.2 deg
step 407 - lrate 0.000000, wchange 0.00000147, angledelta 104.3 deg
step 408 - lrate 0.000000, wchange 0.00000138, angledelta 106.4 deg
step 409 - lrate 0.000000, wchange 0.00000113, angledelta 103.5 deg
step 410 - lrate 0.000000, wchange 0.00000106, angledelta 98.3 deg
step 411 - lrate 0.000000, wchange 0.00000110, angledelta 102.1 deg
step 412 - lrate 0.000000, wchange 0.00000100, angledelta 99.9 deg
step 413 - lrate 0.000000, wchange 0.00000087, angledelta 101.4 deg
step 414 - lrate 0.000000, wchange 0.00000090, angledelta 103.6 deg
step 415 - lrate 0.000000, wchange 0.00000072, angledelta 103.4 deg
step 416 - lrate 0.000000, wchange 0.00000072, angledelta 97.8 deg
step 417 - lrate 0.000000, wchange 0.00000066, angledelta 100.5 deg
step 418 - lrate 0.000000, wchange 0.00000060, angledelta 99.8 deg
step 419 - lrate 0.000000, wchange 0.00000059, angledelta 104.0 deg
step 420 - lrate 0.000000, wchange 0.00000050, angledelta 97.3 deg
step 421 - lrate 0.000000, wchange 0.00000050, angledelta 101.9 deg
step 422 - lrate 0.000000, wchange 0.00000042, angledelta 101.3 deg
step 423 - lrate 0.000000, wchange 0.00000040, angledelta 97.7 deg
step 424 - lrate 0.000000, wchange 0.00000040, angledelta 101.4 deg
step 425 - lrate 0.000000, wchange 0.00000036, angledelta 105.9 deg
step 426 - lrate 0.000000, wchange 0.00000038, angledelta 102.6 deg
step 427 - lrate 0.000000, wchange 0.00000034, angledelta 98.6 deg
step 428 - lrate 0.000000, wchange 0.00000029, angledelta 94.0 deg
step 429 - lrate 0.000000, wchange 0.00000026, angledelta 98.0 deg
step 430 - lrate 0.000000, wchange 0.00000024, angledelta 102.1 deg
step 431 - lrate 0.000000, wchange 0.00000024, angledelta 102.6 deg
step 432 - lrate 0.000000, wchange 0.00000019, angledelta 98.0 deg
step 433 - lrate 0.000000, wchange 0.00000025, angledelta 99.8 deg
step 434 - lrate 0.000000, wchange 0.00000020, angledelta 108.1 deg
step 435 - lrate 0.000000, wchange 0.00412910, angledelta 89.2 deg
step 436 - lrate 0.000000, wchange 0.01139846, angledelta  0.5 deg
step 437 - lrate 0.000000, wchange 0.00317571, angledelta  0.6 deg
step 438 - lrate 0.000000, wchange 0.00117522, angledelta  0.8 deg
step 439 - lrate 0.000000, wchange 0.00050840, angledelta  1.1 deg
step 440 - lrate 0.000000, wchange 0.00024218, angledelta  1.5 deg
step 441 - lrate 0.000000, wchange 0.00012294, angledelta  2.1 deg
step 442 - lrate 0.000000, wchange 0.00006555, angledelta  2.8 deg
step 443 - lrate 0.000000, wchange 0.00003583, angledelta  3.8 deg
step 444 - lrate 0.000000, wchange 0.00002009, angledelta  5.0 deg
step 445 - lrate 0.000000, wchange 0.00001162, angledelta  6.9 deg
step 446 - lrate 0.000000, wchange 0.00000674, angledelta  8.6 deg
step 447 - lrate 0.000000, wchange 0.00000401, angledelta 11.5 deg
step 448 - lrate 0.000000, wchange 0.00000245, angledelta 14.8 deg
step 449 - lrate 0.000000, wchange 0.00044180, angledelta 178.6 deg
step 450 - lrate 0.000000, wchange 0.00211793, angledelta  1.3 deg
step 451 - lrate 0.000000, wchange 0.00210451, angledelta  1.2 deg
step 452 - lrate 0.000000, wchange 0.00190907, angledelta  1.3 deg
step 453 - lrate 0.000000, wchange 0.00156692, angledelta  1.3 deg
step 454 - lrate 0.000000, wchange 0.00317774, angledelta 178.7 deg
step 455 - lrate 0.000000, wchange 0.00190018, angledelta  0.6 deg
step 456 - lrate 0.000000, wchange 0.00078353, angledelta  0.8 deg
step 457 - lrate 0.000000, wchange 0.00036358, angledelta  1.1 deg
step 458 - lrate 0.000000, wchange 0.00018237, angledelta  1.6 deg
step 459 - lrate 0.000000, wchange 0.00009650, angledelta  2.2 deg
step 460 - lrate 0.000000, wchange 0.00005305, angledelta  2.9 deg
step 461 - lrate 0.000000, wchange 0.00003000, angledelta  3.8 deg
step 462 - lrate 0.000000, wchange 0.00001726, angledelta  5.2 deg
step 463 - lrate 0.000000, wchange 0.00001015, angledelta  7.2 deg
step 464 - lrate 0.000000, wchange 0.00000606, angledelta  8.6 deg
step 465 - lrate 0.000000, wchange 0.00000367, angledelta 11.3 deg
step 466 - lrate 0.000000, wchange 0.00000227, angledelta 14.0 deg
step 467 - lrate 0.000000, wchange 0.00000143, angledelta 17.9 deg
step 468 - lrate 0.000000, wchange 0.00000091, angledelta 22.5 deg
step 469 - lrate 0.000000, wchange 0.00000061, angledelta 28.4 deg
step 470 - lrate 0.000000, wchange 0.00000043, angledelta 35.3 deg
step 471 - lrate 0.000000, wchange 0.00000031, angledelta 41.0 deg
step 472 - lrate 0.000000, wchange 0.00022999, angledelta 178.3 deg
step 473 - lrate 0.000000, wchange 0.00193458, angledelta  1.5 deg
step 474 - lrate 0.000000, wchange 0.00196191, angledelta  1.5 deg
step 475 - lrate 0.000000, wchange 0.00183380, angledelta  1.5 deg
step 476 - lrate 0.000000, wchange 0.00156616, angledelta  1.5 deg
step 477 - lrate 0.000000, wchange 0.00121861, angledelta  1.6 deg
step 478 - lrate 0.000000, wchange 0.00086411, angledelta  1.6 deg
step 479 - lrate 0.000000, wchange 0.00056310, angledelta  1.7 deg
step 480 - lrate 0.000000, wchange 0.00034267, angledelta  1.9 deg
step 481 - lrate 0.000000, wchange 0.00019558, angledelta  2.1 deg
step 482 - lrate 0.000000, wchange 0.00010687, angledelta  2.7 deg
step 483 - lrate 0.000000, wchange 0.00005630, angledelta  3.3 deg
step 484 - lrate 0.000000, wchange 0.00002938, angledelta  4.2 deg
step 485 - lrate 0.000000, wchange 0.00001447, angledelta  5.9 deg
step 486 - lrate 0.000000, wchange 0.00000757, angledelta  7.9 deg
step 487 - lrate 0.000000, wchange 0.00000373, angledelta 11.1 deg
step 488 - lrate 0.000000, wchange 0.00000188, angledelta 15.4 deg
step 489 - lrate 0.000000, wchange 0.00000094, angledelta 22.8 deg
step 490 - lrate 0.000000, wchange 0.00000058, angledelta 31.8 deg
step 491 - lrate 0.000000, wchange 0.00000034, angledelta 39.9 deg
step 492 - lrate 0.000000, wchange 0.00000024, angledelta 51.7 deg
step 493 - lrate 0.000000, wchange 0.00000018, angledelta 55.9 deg
step 494 - lrate 0.000000, wchange 0.00000015, angledelta 70.3 deg
step 495 - lrate 0.000000, wchange 0.00000014, angledelta 88.7 deg
step 496 - lrate 0.000000, wchange 0.00000013, angledelta 87.8 deg
step 497 - lrate 0.000000, wchange 0.00000012, angledelta 93.8 deg
step 498 - lrate 0.000000, wchange 0.00000010, angledelta 91.1 deg
step 499 - lrate 0.000000, wchange 0.00000009, angledelta 89.3 deg
Sorting components in descending order of mean projected variance ...