From 84f53a4b05475156b03cbf9177ae190350fa824e Mon Sep 17 00:00:00 2001 From: Adesun Date: Sun, 5 Aug 2018 12:18:27 +0800 Subject: [PATCH] * make regex compatible with new code * fix #777 exceeds Locator.MAXTICKS * set non-interactive backend when OS is not windows * save figure as SVG --- scripts/log_parser/log_parser.py | 26 +- scripts/log_parser/readme.md | 2 +- scripts/log_parser/test_new.log | 76285 +++++++++++++++++++++++++++++ scripts/log_parser/test_new.svg | 2953 ++ 4 files changed, 79255 insertions(+), 11 deletions(-) create mode 100644 scripts/log_parser/test_new.log create mode 100644 scripts/log_parser/test_new.svg diff --git a/scripts/log_parser/log_parser.py b/scripts/log_parser/log_parser.py index 631e5497..507c5da1 100644 --- a/scripts/log_parser/log_parser.py +++ b/scripts/log_parser/log_parser.py @@ -10,8 +10,13 @@ import os import platform import re import sys -import matplotlib.pyplot as plt +# set non-interactive backend default when os is not windows +if sys.platform != 'win32': + import matplotlib + matplotlib.use('Agg') + +import matplotlib.pyplot as plt from matplotlib.ticker import MultipleLocator, FormatStrFormatter @@ -56,17 +61,19 @@ def log_parser(args): iterations = [] losses = [] fig, ax = plt.subplots() + # set area we focus on + ax.set_ylim(0, 8) - major_locator = MultipleLocator(1) + major_locator = MultipleLocator() minor_locator = MultipleLocator(0.5) - ax.yaxis.set_major_locator(major_locator) ax.yaxis.set_minor_locator(minor_locator) - ax.yaxis.grid(True, which='minor') - pattern = re.compile(r"([\d]*): .*?, (.*?) avg,") + pattern = re.compile(r"([\d].*): .*?, (.*?) avg") + # print(pattern.findall(log_content)) matches = pattern.findall(log_content) + # print(type(matches[0])) counter = 0 log_count = len(matches) @@ -92,14 +99,13 @@ def log_parser(args): ax.plot(iterations, losses) plt.xlabel('Iteration') plt.ylabel('Loss') - plt.grid() + plt.tight_layout() - save_path = os.path.join(args.save_dir, file_name + '.png') - plt.savefig(save_path, dpi=300) + # saved as svg + save_path = os.path.join(args.save_dir, file_name + '.svg') + plt.savefig(save_path, dpi=300, format="svg") if args.show_plot: plt.show() - else: - plt.switch_backend('agg') if __name__ == "__main__": diff --git a/scripts/log_parser/readme.md b/scripts/log_parser/readme.md index 4982d270..7ab5f80a 100644 --- a/scripts/log_parser/readme.md +++ b/scripts/log_parser/readme.md @@ -7,7 +7,7 @@ 2. --save-dir the directory to save loss curve, image and csv file 3. --log-file log file name to be parsed 4. --csv-file csv file name to save loss data, default it's same with training log file name -5. --show whether to show after finished parsing, default False +5. --show whether to show after finished parsing, default False, just works on windows or linux with GUI desktop `python log_parser.py --source-dir ./ --save-dir ./ --log-file test.log --show true` diff --git a/scripts/log_parser/test_new.log b/scripts/log_parser/test_new.log new file mode 100644 index 00000000..b0ad79c6 --- /dev/null +++ b/scripts/log_parser/test_new.log @@ -0,0 +1,76285 @@ +layer filters size input output + 0 conv 16 3 x 3 / 1 544 x 544 x 3 -> 544 x 544 x 16 0.256 BF + 1 max 2 x 2 / 2 544 x 544 x 16 -> 272 x 272 x 16 0.005 BF + 2 conv 32 3 x 3 / 1 272 x 272 x 16 -> 272 x 272 x 32 0.682 BF + 3 max 2 x 2 / 2 272 x 272 x 32 -> 136 x 136 x 32 0.002 BF + 4 conv 64 3 x 3 / 1 136 x 136 x 32 -> 136 x 136 x 64 0.682 BF + 5 max 2 x 2 / 2 136 x 136 x 64 -> 68 x 68 x 64 0.001 BF + 6 conv 128 3 x 3 / 1 68 x 68 x 64 -> 68 x 68 x 128 0.682 BF + 7 max 2 x 2 / 2 68 x 68 x 128 -> 34 x 34 x 128 0.001 BF + 8 conv 256 3 x 3 / 1 34 x 34 x 128 -> 34 x 34 x 256 0.682 BF + 9 max 2 x 2 / 2 34 x 34 x 256 -> 17 x 17 x 256 0.000 BF + 10 conv 512 3 x 3 / 1 17 x 17 x 256 -> 17 x 17 x 512 0.682 BF + 11 max 2 x 2 / 1 17 x 17 x 512 -> 17 x 17 x 512 0.001 BF + 12 conv 1024 3 x 3 / 1 17 x 17 x 512 -> 17 x 17 x1024 2.727 BF + 13 conv 256 1 x 1 / 1 17 x 17 x1024 -> 17 x 17 x 256 0.152 BF + 14 conv 512 3 x 3 / 1 17 x 17 x 256 -> 17 x 17 x 512 0.682 BF + 15 conv 60 1 x 1 / 1 17 x 17 x 512 -> 17 x 17 x 60 0.018 BF + 16 yolo + 17 route 13 + 18 conv 128 1 x 1 / 1 17 x 17 x 256 -> 17 x 17 x 128 0.019 BF + 19 upsample 2x 17 x 17 x 128 -> 34 x 34 x 128 + 20 route 19 8 + 21 conv 256 3 x 3 / 1 34 x 34 x 384 -> 34 x 34 x 256 2.046 BF + 22 conv 60 1 x 1 / 1 34 x 34 x 256 -> 34 x 34 x 60 0.036 BF + 23 yolo +Loading weights from ./test_new...test_new_3 +Total BFLOPS 9.353 +Done! + + seen 32 +Learning Rate: 0.001, Momentum: 0.9, Decay: 0.0005 +Resizing +576 x 576 + try to allocate workspace = 1146159105 * sizeof(float), CUDA allocate done! +Loaded: 1.552417 seconds +Region 16 Avg IOU: 0.262753, Class: 0.543997, Obj: 0.528645, No Obj: 0.513402, .5R: 0.100000, .75R: 0.000000, count: 10 +Region 23 Avg IOU: 0.383236, Class: 0.568616, Obj: 0.610910, No Obj: 0.584212, .5R: 0.222222, .75R: 0.055556, count: 18 +Region 16 Avg IOU: 0.315686, Class: 0.481916, Obj: 0.554757, No Obj: 0.512496, 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images +Loaded: 0.825698 seconds +Region 16 Avg IOU: 0.649044, Class: 0.372440, Obj: 0.010105, No Obj: 0.000262, .5R: 0.888889, .75R: 0.222222, count: 9 +Region 23 Avg IOU: 0.659248, Class: 0.350549, Obj: 0.154642, No Obj: 0.003138, .5R: 1.000000, .75R: 0.125000, count: 8 +Region 16 Avg IOU: 0.613544, Class: 0.321299, Obj: 0.012692, No Obj: 0.000511, .5R: 0.857143, .75R: 0.071429, count: 14 +Region 23 Avg IOU: 0.616929, Class: 0.339867, Obj: 0.283140, No Obj: 0.003241, .5R: 0.777778, .75R: 0.055556, count: 18 +Region 16 Avg IOU: 0.594077, Class: 0.343569, Obj: 0.073424, No Obj: 0.000467, .5R: 1.000000, .75R: 0.000000, count: 8 +Region 23 Avg IOU: 0.584017, Class: 0.367177, Obj: 0.080369, No Obj: 0.001533, .5R: 0.750000, .75R: 0.150000, count: 20 +Region 16 Avg IOU: 0.600481, Class: 0.372464, Obj: 0.006329, No Obj: 0.000362, .5R: 0.764706, .75R: 0.058824, count: 17 +Region 23 Avg IOU: 0.559875, Class: 0.357870, Obj: 0.087774, No Obj: 0.002531, .5R: 0.705882, .75R: 0.000000, count: 17 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14336 images +Loaded: 0.294682 seconds +Region 16 Avg IOU: 0.575886, Class: 0.229267, Obj: 0.073672, No Obj: 0.001322, .5R: 0.818182, .75R: 0.000000, count: 11 +Region 23 Avg IOU: 0.619231, Class: 0.218562, Obj: 0.043964, No Obj: 0.000271, .5R: 0.842105, .75R: 0.105263, count: 19 +Region 16 Avg IOU: 0.597694, Class: 0.233931, Obj: 0.104923, No Obj: 0.001257, .5R: 0.714286, .75R: 0.285714, count: 14 +Region 23 Avg IOU: 0.598440, Class: 0.207139, Obj: 0.008617, No Obj: 0.000102, .5R: 0.769231, .75R: 0.115385, count: 26 +Region 16 Avg IOU: 0.640613, Class: 0.195823, Obj: 0.120350, No Obj: 0.001641, .5R: 1.000000, .75R: 0.000000, count: 11 +Region 23 Avg IOU: 0.636259, Class: 0.169083, Obj: 0.030078, No Obj: 0.000171, .5R: 0.878788, .75R: 0.151515, count: 33 +Region 16 Avg IOU: 0.557602, Class: 0.260263, Obj: 0.119962, No Obj: 0.001760, .5R: 0.615385, .75R: 0.153846, count: 13 +Region 23 Avg IOU: 0.586441, Class: 0.215078, Obj: 0.012870, No Obj: 0.000222, .5R: 0.736842, .75R: 0.052632, 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allocate workspace = 305201153 * sizeof(float), CUDA allocate done! +Loaded: 1.010585 seconds +Region 16 Avg IOU: 0.689679, Class: 0.161229, Obj: 0.213554, No Obj: 0.001849, .5R: 0.846154, .75R: 0.384615, count: 13 +Region 23 Avg IOU: 0.635916, Class: 0.203080, Obj: 0.108436, No Obj: 0.000512, .5R: 0.857143, .75R: 0.285714, count: 21 +Region 16 Avg IOU: 0.681318, Class: 0.230253, Obj: 0.216648, No Obj: 0.001559, .5R: 0.857143, .75R: 0.142857, count: 7 +Region 23 Avg IOU: 0.687260, Class: 0.188554, Obj: 0.110807, No Obj: 0.000652, .5R: 1.000000, .75R: 0.277778, count: 18 +Region 16 Avg IOU: 0.680412, Class: 0.175687, Obj: 0.230196, No Obj: 0.001275, .5R: 0.800000, .75R: 0.400000, count: 10 +Region 23 Avg IOU: 0.679014, Class: 0.137946, Obj: 0.086346, No Obj: 0.000392, .5R: 0.944444, .75R: 0.333333, count: 18 +Region 16 Avg IOU: 0.714518, Class: 0.228111, Obj: 0.224023, No Obj: 0.001044, .5R: 1.000000, .75R: 0.111111, count: 9 +Region 23 Avg IOU: 0.633992, Class: 0.192405, Obj: 0.095395, 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allocate workspace = 304758785 * sizeof(float), CUDA allocate done! +Loaded: 0.553627 seconds +Region 16 Avg IOU: 0.710762, Class: 0.152140, Obj: 0.261556, No Obj: 0.001394, .5R: 1.000000, .75R: 0.250000, count: 16 +Region 23 Avg IOU: 0.642573, Class: 0.172447, Obj: 0.045453, No Obj: 0.000346, .5R: 0.764706, .75R: 0.176471, count: 17 +Region 16 Avg IOU: 0.724357, Class: 0.237660, Obj: 0.195326, No Obj: 0.001336, .5R: 1.000000, .75R: 0.555556, count: 9 +Region 23 Avg IOU: 0.664912, Class: 0.216686, Obj: 0.048206, No Obj: 0.000433, .5R: 0.937500, .75R: 0.250000, count: 16 +Region 16 Avg IOU: 0.709194, Class: 0.292525, Obj: 0.306267, No Obj: 0.001976, .5R: 0.866667, .75R: 0.466667, count: 15 +Region 23 Avg IOU: 0.586511, Class: 0.240136, Obj: 0.083319, No Obj: 0.000631, .5R: 0.800000, .75R: 0.160000, count: 25 +Region 16 Avg IOU: 0.748611, Class: 0.216583, Obj: 0.228272, No Obj: 0.001303, .5R: 1.000000, .75R: 0.538462, count: 13 +Region 23 Avg IOU: 0.629170, Class: 0.179015, Obj: 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allocate done! +Loaded: 0.360068 seconds +Region 16 Avg IOU: 0.676718, Class: 0.197490, Obj: 0.290030, No Obj: 0.001934, .5R: 1.000000, .75R: 0.250000, count: 20 +Region 23 Avg IOU: 0.643254, Class: 0.194722, Obj: 0.033907, No Obj: 0.000239, .5R: 0.923077, .75R: 0.076923, count: 26 +Region 16 Avg IOU: 0.640531, Class: 0.238155, Obj: 0.179607, No Obj: 0.001316, .5R: 0.846154, .75R: 0.230769, count: 13 +Region 23 Avg IOU: 0.541142, Class: 0.199620, Obj: 0.028179, No Obj: 0.000293, .5R: 0.562500, .75R: 0.125000, count: 32 +Region 16 Avg IOU: 0.700420, Class: 0.198693, Obj: 0.317907, No Obj: 0.001157, .5R: 0.888889, .75R: 0.333333, count: 9 +Region 23 Avg IOU: 0.571819, Class: 0.100681, Obj: 0.047849, No Obj: 0.000220, .5R: 0.571429, .75R: 0.142857, count: 7 +Region 16 Avg IOU: 0.770659, Class: 0.265262, Obj: 0.291367, No Obj: 0.001943, .5R: 0.916667, .75R: 0.750000, count: 12 +Region 23 Avg IOU: 0.562517, Class: 0.180496, Obj: 0.036920, No Obj: 0.000259, .5R: 0.666667, .75R: 0.000000, 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allocate done! +Loaded: 0.300129 seconds +Region 16 Avg IOU: 0.489047, Class: 0.218844, Obj: 0.227673, No Obj: 0.001803, .5R: 0.476190, .75R: 0.047619, count: 21 +Region 23 Avg IOU: 0.597122, Class: 0.180575, Obj: 0.171410, No Obj: 0.000447, .5R: 0.800000, .75R: 0.100000, count: 10 +Region 16 Avg IOU: 0.632806, Class: 0.244225, Obj: 0.369653, No Obj: 0.001910, .5R: 0.857143, .75R: 0.178571, count: 28 +Region 23 Avg IOU: 0.672289, Class: 0.162686, Obj: 0.193310, No Obj: 0.000511, .5R: 0.900000, .75R: 0.300000, count: 20 +Region 16 Avg IOU: 0.627427, Class: 0.248749, Obj: 0.361208, No Obj: 0.001568, .5R: 0.857143, .75R: 0.190476, count: 21 +Region 23 Avg IOU: 0.611992, Class: 0.274813, Obj: 0.189239, No Obj: 0.000376, .5R: 0.777778, .75R: 0.111111, count: 9 +Region 16 Avg IOU: 0.598230, Class: 0.233103, Obj: 0.256230, No Obj: 0.001731, .5R: 0.727273, .75R: 0.272727, count: 22 +Region 23 Avg IOU: 0.590831, Class: 0.166641, Obj: 0.227541, No Obj: 0.000547, .5R: 0.764706, .75R: 0.117647, 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images +Loaded: 0.000060 seconds +Region 16 Avg IOU: 0.716655, Class: 0.162133, Obj: 0.275117, No Obj: 0.001360, .5R: 0.952381, .75R: 0.428571, count: 21 +Region 23 Avg IOU: 0.697191, Class: 0.229979, Obj: 0.206030, No Obj: 0.000230, .5R: 0.937500, .75R: 0.312500, count: 16 +Region 16 Avg IOU: 0.762858, Class: 0.237786, Obj: 0.221565, No Obj: 0.001071, .5R: 0.962963, .75R: 0.555556, count: 27 +Region 23 Avg IOU: 0.623873, Class: 0.147951, Obj: 0.057589, No Obj: 0.000092, .5R: 0.700000, .75R: 0.200000, count: 10 +Region 16 Avg IOU: 0.771697, Class: 0.241483, Obj: 0.232702, No Obj: 0.001004, .5R: 0.954545, .75R: 0.681818, count: 22 +Region 23 Avg IOU: 0.668635, Class: 0.154763, Obj: 0.112826, No Obj: 0.000261, .5R: 0.875000, .75R: 0.333333, count: 24 +Region 16 Avg IOU: 0.759811, Class: 0.239349, Obj: 0.226223, No Obj: 0.000934, .5R: 0.947368, .75R: 0.684211, count: 19 +Region 23 Avg IOU: 0.634006, Class: 0.232079, Obj: 0.136244, No Obj: 0.000285, .5R: 0.892857, .75R: 0.107143, count: 28 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allocate workspace = 216268801 * sizeof(float), CUDA allocate done! +Loaded: 0.476204 seconds +Region 16 Avg IOU: 0.726967, Class: 0.205827, Obj: 0.391676, No Obj: 0.001230, .5R: 0.900000, .75R: 0.400000, count: 10 +Region 23 Avg IOU: 0.644220, Class: 0.195440, Obj: 0.200907, No Obj: 0.000678, .5R: 0.833333, .75R: 0.277778, count: 18 +Region 16 Avg IOU: 0.735935, Class: 0.225707, Obj: 0.307429, No Obj: 0.000859, .5R: 1.000000, .75R: 0.400000, count: 5 +Region 23 Avg IOU: 0.648124, Class: 0.135402, Obj: 0.141745, No Obj: 0.000669, .5R: 1.000000, .75R: 0.200000, count: 10 +Region 16 Avg IOU: 0.760300, Class: 0.190062, Obj: 0.402785, No Obj: 0.001425, .5R: 1.000000, .75R: 0.500000, count: 4 +Region 23 Avg IOU: 0.638904, Class: 0.166252, Obj: 0.259919, No Obj: 0.000772, .5R: 0.888889, .75R: 0.277778, count: 18 +Region 16 Avg IOU: 0.708292, Class: 0.180546, Obj: 0.205535, No Obj: 0.001770, .5R: 0.916667, .75R: 0.333333, count: 12 +Region 23 Avg IOU: 0.634945, Class: 0.166376, Obj: 0.234959, 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1.000000, .75R: 0.411765, count: 17 +Region 23 Avg IOU: 0.661176, Class: 0.162052, Obj: 0.215094, No Obj: 0.000287, .5R: 0.875000, .75R: 0.187500, count: 16 +Region 16 Avg IOU: 0.723713, Class: 0.217572, Obj: 0.327308, No Obj: 0.001078, .5R: 1.000000, .75R: 0.368421, count: 19 +Region 23 Avg IOU: 0.692535, Class: 0.189944, Obj: 0.124142, No Obj: 0.000206, .5R: 1.000000, .75R: 0.352941, count: 17 +Region 16 Avg IOU: 0.786339, Class: 0.300394, Obj: 0.407589, No Obj: 0.001086, .5R: 1.000000, .75R: 0.666667, count: 15 +Region 23 Avg IOU: 0.686286, Class: 0.246372, Obj: 0.170167, No Obj: 0.000338, .5R: 0.833333, .75R: 0.291667, count: 24 +Region 16 Avg IOU: 0.711709, Class: 0.286585, Obj: 0.474306, No Obj: 0.001048, .5R: 1.000000, .75R: 0.357143, count: 14 +Region 23 Avg IOU: 0.705299, Class: 0.237611, Obj: 0.202482, No Obj: 0.000342, .5R: 1.000000, .75R: 0.347826, count: 23 +Region 16 Avg IOU: 0.713048, Class: 0.257528, Obj: 0.330899, No Obj: 0.000843, .5R: 1.000000, .75R: 0.416667, count: 12 +Region 23 Avg IOU: 0.677474, Class: 0.179737, Obj: 0.163785, No Obj: 0.000176, .5R: 0.916667, .75R: 0.166667, count: 12 +Region 16 Avg IOU: 0.694405, Class: 0.226441, Obj: 0.278969, No Obj: 0.001098, .5R: 0.941176, .75R: 0.352941, count: 17 +Region 23 Avg IOU: 0.718877, Class: 0.201649, Obj: 0.145308, No Obj: 0.000274, .5R: 1.000000, .75R: 0.454545, count: 22 + + 2007: 2.312370, 2.604828 avg loss, 0.001000 rate, 1.580016 seconds, 256896 images +Loaded: 0.000060 seconds +Region 16 Avg IOU: 0.758003, Class: 0.200207, Obj: 0.298563, No Obj: 0.001029, .5R: 1.000000, .75R: 0.500000, count: 10 +Region 23 Avg IOU: 0.682785, Class: 0.166660, Obj: 0.298482, No Obj: 0.000428, .5R: 0.952381, .75R: 0.285714, count: 21 +Region 16 Avg IOU: 0.695144, Class: 0.230489, Obj: 0.235792, No Obj: 0.000677, .5R: 0.900000, .75R: 0.400000, count: 10 +Region 23 Avg IOU: 0.736122, Class: 0.241055, Obj: 0.190821, No Obj: 0.000392, .5R: 1.000000, .75R: 0.428571, count: 21 +Region 16 Avg IOU: 0.801489, Class: 0.265770, Obj: 0.539764, No Obj: 0.001246, .5R: 1.000000, .75R: 0.750000, count: 8 +Region 23 Avg IOU: 0.684610, Class: 0.233832, Obj: 0.215563, No Obj: 0.000342, .5R: 0.928571, .75R: 0.214286, count: 14 +Region 16 Avg IOU: 0.727738, Class: 0.202341, Obj: 0.280556, No Obj: 0.001401, .5R: 0.875000, .75R: 0.500000, count: 16 +Region 23 Avg IOU: 0.724279, Class: 0.105374, Obj: 0.139310, No Obj: 0.000324, .5R: 1.000000, .75R: 0.571429, count: 7 +Region 16 Avg IOU: 0.712671, Class: 0.157630, Obj: 0.363695, No Obj: 0.001240, .5R: 1.000000, .75R: 0.428571, count: 14 +Region 23 Avg IOU: 0.650612, Class: 0.205033, Obj: 0.245966, No Obj: 0.000605, .5R: 0.882353, .75R: 0.235294, count: 17 +Region 16 Avg IOU: 0.778361, Class: 0.225698, Obj: 0.370503, No Obj: 0.001674, .5R: 1.000000, .75R: 0.625000, count: 24 +Region 23 Avg IOU: 0.729281, Class: 0.237945, Obj: 0.308320, No Obj: 0.000422, .5R: 1.000000, .75R: 0.583333, count: 12 +Region 16 Avg IOU: 0.675533, Class: 0.180271, Obj: 0.238423, No Obj: 0.001257, .5R: 0.894737, .75R: 0.421053, count: 19 +Region 23 Avg IOU: 0.703808, Class: 0.156743, Obj: 0.366754, No Obj: 0.000520, .5R: 0.888889, .75R: 0.500000, count: 18 +Region 16 Avg IOU: 0.709595, Class: 0.176084, Obj: 0.243794, No Obj: 0.001363, .5R: 1.000000, .75R: 0.285714, count: 14 +Region 23 Avg IOU: 0.711275, Class: 0.194130, Obj: 0.266605, No Obj: 0.000497, .5R: 0.944444, .75R: 0.333333, count: 18 + + 2008: 2.153444, 2.559690 avg loss, 0.001000 rate, 1.601252 seconds, 257024 images +Loaded: 0.000061 seconds +Region 16 Avg IOU: 0.672669, Class: 0.273372, Obj: 0.261542, No Obj: 0.001524, .5R: 0.894737, .75R: 0.210526, count: 19 +Region 23 Avg IOU: 0.661632, Class: 0.173465, Obj: 0.107007, No Obj: 0.000258, .5R: 0.846154, .75R: 0.384615, count: 13 +Region 16 Avg IOU: 0.781606, Class: 0.275588, Obj: 0.341686, No Obj: 0.001427, .5R: 1.000000, .75R: 0.772727, count: 22 +Region 23 Avg IOU: 0.720358, Class: 0.229380, Obj: 0.182969, No Obj: 0.000533, .5R: 0.970588, .75R: 0.352941, count: 34 +Region 16 Avg IOU: 0.725987, Class: 0.218077, Obj: 0.156818, No Obj: 0.001324, .5R: 0.956522, .75R: 0.478261, count: 23 +Region 23 Avg IOU: 0.722384, Class: 0.204756, Obj: 0.242219, No Obj: 0.000440, .5R: 0.950000, .75R: 0.550000, count: 20 +Region 16 Avg IOU: 0.747274, Class: 0.228373, Obj: 0.381727, No Obj: 0.001639, .5R: 1.000000, .75R: 0.533333, count: 15 +Region 23 Avg IOU: 0.671196, Class: 0.179086, Obj: 0.269110, No Obj: 0.000469, .5R: 0.851852, .75R: 0.185185, count: 27 +Region 16 Avg IOU: 0.790976, Class: 0.184068, Obj: 0.367929, No Obj: 0.001307, .5R: 1.000000, .75R: 0.714286, count: 14 +Region 23 Avg IOU: 0.684404, Class: 0.192791, Obj: 0.257111, No Obj: 0.000429, .5R: 0.833333, .75R: 0.500000, count: 12 +Region 16 Avg IOU: 0.716227, Class: 0.186885, Obj: 0.170817, No Obj: 0.001058, .5R: 0.850000, .75R: 0.550000, count: 20 +Region 23 Avg IOU: 0.677556, Class: 0.194573, Obj: 0.168276, No Obj: 0.000432, .5R: 0.891892, .75R: 0.297297, count: 37 +Region 16 Avg IOU: 0.759824, Class: 0.198560, Obj: 0.285655, No Obj: 0.001412, .5R: 1.000000, .75R: 0.541667, count: 24 +Region 23 Avg IOU: 0.672924, Class: 0.220039, Obj: 0.151700, No Obj: 0.000271, .5R: 0.923077, .75R: 0.384615, count: 13 +Region 16 Avg IOU: 0.766311, Class: 0.169258, Obj: 0.402307, No Obj: 0.001311, .5R: 1.000000, .75R: 0.611111, count: 18 +Region 23 Avg IOU: 0.622476, Class: 0.183159, Obj: 0.331122, No Obj: 0.000282, .5R: 0.750000, .75R: 0.166667, count: 12 + + 2009: 2.883368, 2.592057 avg loss, 0.001000 rate, 1.594978 seconds, 257152 images +Loaded: 0.000059 seconds +Region 16 Avg IOU: 0.735775, Class: 0.238585, Obj: 0.256726, No Obj: 0.001186, .5R: 0.928571, .75R: 0.642857, count: 14 +Region 23 Avg IOU: 0.698405, Class: 0.204796, Obj: 0.096971, No Obj: 0.000324, .5R: 0.954545, .75R: 0.409091, count: 22 +Region 16 Avg IOU: 0.737080, Class: 0.202204, Obj: 0.260857, No Obj: 0.001771, .5R: 0.925926, .75R: 0.629630, count: 27 +Region 23 Avg IOU: 0.679965, Class: 0.149687, Obj: 0.085982, 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.75R: 0.588235, count: 17 +Region 16 Avg IOU: 0.700287, Class: 0.168184, Obj: 0.392482, No Obj: 0.001255, .5R: 1.000000, .75R: 0.333333, count: 12 +Region 23 Avg IOU: 0.679507, Class: 0.260720, Obj: 0.067436, No Obj: 0.000168, .5R: 1.000000, .75R: 0.235294, count: 17 +Region 16 Avg IOU: 0.762641, Class: 0.149559, Obj: 0.331345, No Obj: 0.001123, .5R: 1.000000, .75R: 0.666667, count: 15 +Region 23 Avg IOU: 0.671152, Class: 0.209496, Obj: 0.274791, No Obj: 0.000337, .5R: 0.928571, .75R: 0.285714, count: 14 + + 2010: 2.710625, 2.603914 avg loss, 0.001000 rate, 1.589430 seconds, 257280 images +Resizing +736 x 736 + try to allocate workspace = 1149517825 * sizeof(float), CUDA allocate done! +Loaded: 0.214765 seconds +Region 16 Avg IOU: 0.708164, Class: 0.232927, Obj: 0.328606, No Obj: 0.001510, .5R: 0.967742, .75R: 0.451613, count: 31 +Region 23 Avg IOU: 0.662019, Class: 0.196250, Obj: 0.132507, No Obj: 0.000196, .5R: 0.882353, .75R: 0.235294, count: 17 +Region 16 Avg IOU: 0.653780, Class: 0.171220, Obj: 0.314105, No Obj: 0.001217, .5R: 0.800000, .75R: 0.250000, count: 20 +Region 23 Avg IOU: 0.717550, Class: 0.138608, Obj: 0.127344, No Obj: 0.000190, .5R: 1.000000, .75R: 0.444444, count: 18 +Region 16 Avg IOU: 0.692384, Class: 0.230687, Obj: 0.193984, No Obj: 0.001224, .5R: 0.894737, .75R: 0.473684, count: 19 +Region 23 Avg IOU: 0.586342, Class: 0.229347, Obj: 0.109816, No Obj: 0.000234, .5R: 0.714286, .75R: 0.238095, count: 21 +Region 16 Avg IOU: 0.780502, Class: 0.204501, Obj: 0.319529, No Obj: 0.001076, .5R: 1.000000, .75R: 0.684211, count: 19 +Region 23 Avg IOU: 0.754538, Class: 0.238885, Obj: 0.242041, No Obj: 0.000166, .5R: 1.000000, .75R: 0.500000, count: 8 +Region 16 Avg IOU: 0.702900, Class: 0.246875, Obj: 0.301495, No Obj: 0.001064, .5R: 0.920000, .75R: 0.440000, count: 25 +Region 23 Avg IOU: 0.671261, Class: 0.274864, Obj: 0.204294, No Obj: 0.000156, .5R: 0.923077, .75R: 0.307692, count: 13 +Region 16 Avg IOU: 0.735888, Class: 0.285728, Obj: 0.342060, No Obj: 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count: 21 +Region 16 Avg IOU: 0.625022, Class: 0.161579, Obj: 0.371737, No Obj: 0.001002, .5R: 0.750000, .75R: 0.250000, count: 16 +Region 23 Avg IOU: 0.681184, Class: 0.150549, Obj: 0.164266, No Obj: 0.000200, .5R: 1.000000, .75R: 0.222222, count: 27 +Region 16 Avg IOU: 0.679310, Class: 0.141529, Obj: 0.286288, No Obj: 0.001413, .5R: 1.000000, .75R: 0.185185, count: 27 +Region 23 Avg IOU: 0.685604, Class: 0.130680, Obj: 0.230463, No Obj: 0.000181, .5R: 0.875000, .75R: 0.250000, count: 16 +Region 16 Avg IOU: 0.725915, Class: 0.209479, Obj: 0.269987, No Obj: 0.000988, .5R: 0.937500, .75R: 0.437500, count: 16 +Region 23 Avg IOU: 0.685673, Class: 0.192369, Obj: 0.243456, No Obj: 0.000266, .5R: 0.894737, .75R: 0.263158, count: 19 +Region 16 Avg IOU: 0.762031, Class: 0.162541, Obj: 0.337815, No Obj: 0.001251, .5R: 0.956522, .75R: 0.608696, count: 23 +Region 23 Avg IOU: 0.698372, Class: 0.111404, Obj: 0.208134, No Obj: 0.000164, .5R: 1.000000, .75R: 0.363636, count: 11 +Region 16 Avg IOU: 0.711852, Class: 0.216230, Obj: 0.403386, No Obj: 0.001033, .5R: 0.842105, .75R: 0.631579, count: 19 +Region 23 Avg IOU: 0.723579, Class: 0.160209, Obj: 0.156761, No Obj: 0.000128, .5R: 1.000000, .75R: 0.470588, count: 17 +Region 16 Avg IOU: 0.739243, Class: 0.198943, Obj: 0.311348, No Obj: 0.001874, .5R: 0.971429, .75R: 0.485714, count: 35 +Region 23 Avg IOU: 0.697603, Class: 0.188607, Obj: 0.128715, No Obj: 0.000260, .5R: 0.931035, .75R: 0.379310, count: 29 +Region 16 Avg IOU: 0.777501, Class: 0.249997, Obj: 0.434608, No Obj: 0.001390, .5R: 0.958333, .75R: 0.708333, count: 24 +Region 23 Avg IOU: 0.681646, Class: 0.192645, Obj: 0.145335, No Obj: 0.000248, .5R: 0.941176, .75R: 0.294118, count: 17 + + 2012: 3.173438, 2.678225 avg loss, 0.001000 rate, 2.476640 seconds, 257536 images +Loaded: 0.000065 seconds +Region 16 Avg IOU: 0.672137, Class: 0.173787, Obj: 0.311762, No Obj: 0.001007, .5R: 0.782609, .75R: 0.521739, count: 23 +Region 23 Avg IOU: 0.674934, Class: 0.189153, Obj: 0.162449, 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images +Resizing +512 x 512 + try to allocate workspace = 1145044993 * sizeof(float), CUDA allocate done! +Loaded: 0.391850 seconds +Region 16 Avg IOU: 0.755363, Class: 0.240361, Obj: 0.372415, No Obj: 0.002140, .5R: 1.000000, .75R: 0.619048, count: 21 +Region 23 Avg IOU: 0.674955, Class: 0.226479, Obj: 0.156134, No Obj: 0.000396, .5R: 0.882353, .75R: 0.352941, count: 17 +Region 16 Avg IOU: 0.789743, Class: 0.352974, Obj: 0.478325, No Obj: 0.001161, .5R: 0.916667, .75R: 0.750000, count: 12 +Region 23 Avg IOU: 0.679408, Class: 0.222808, Obj: 0.300290, No Obj: 0.000356, .5R: 0.833333, .75R: 0.333333, count: 12 +Region 16 Avg IOU: 0.699792, Class: 0.252554, Obj: 0.282889, No Obj: 0.001427, .5R: 0.888889, .75R: 0.388889, count: 18 +Region 23 Avg IOU: 0.688977, Class: 0.198280, Obj: 0.184093, No Obj: 0.000420, .5R: 0.875000, .75R: 0.437500, count: 16 +Region 16 Avg IOU: 0.728289, Class: 0.235986, Obj: 0.255176, No Obj: 0.001495, .5R: 0.941176, .75R: 0.411765, count: 17 +Region 23 Avg IOU: 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allocate done! +Loaded: 0.458863 seconds +Region 16 Avg IOU: 0.808382, Class: 0.212354, Obj: 0.190220, No Obj: 0.000930, .5R: 1.000000, .75R: 0.800000, count: 10 +Region 23 Avg IOU: 0.701850, Class: 0.147150, Obj: 0.172470, No Obj: 0.000365, .5R: 0.956522, .75R: 0.391304, count: 23 +Region 16 Avg IOU: 0.725600, Class: 0.259317, Obj: 0.329828, No Obj: 0.000976, .5R: 0.857143, .75R: 0.642857, count: 14 +Region 23 Avg IOU: 0.710540, Class: 0.190033, Obj: 0.079936, No Obj: 0.000285, .5R: 0.941176, .75R: 0.352941, count: 17 +Region 16 Avg IOU: 0.790207, Class: 0.195717, Obj: 0.342886, No Obj: 0.001011, .5R: 1.000000, .75R: 0.666667, count: 12 +Region 23 Avg IOU: 0.732155, Class: 0.190655, Obj: 0.194257, No Obj: 0.000357, .5R: 0.960000, .75R: 0.520000, count: 25 +Region 16 Avg IOU: 0.751010, Class: 0.186155, Obj: 0.271831, No Obj: 0.000853, .5R: 1.000000, .75R: 0.583333, count: 12 +Region 23 Avg IOU: 0.708500, Class: 0.195925, Obj: 0.301746, No Obj: 0.000314, .5R: 0.833333, .75R: 0.555556, 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allocate workspace = 1146765313 * sizeof(float), CUDA allocate done! +Loaded: 0.266195 seconds +Region 16 Avg IOU: 0.712573, Class: 0.275115, Obj: 0.224489, No Obj: 0.000894, .5R: 0.952381, .75R: 0.333333, count: 21 +Region 23 Avg IOU: 0.713440, Class: 0.196411, Obj: 0.107756, No Obj: 0.000200, .5R: 1.000000, .75R: 0.428571, count: 14 +Region 16 Avg IOU: 0.720566, Class: 0.217877, Obj: 0.273280, No Obj: 0.001113, .5R: 0.913043, .75R: 0.434783, count: 23 +Region 23 Avg IOU: 0.712917, Class: 0.209155, Obj: 0.223666, No Obj: 0.000311, .5R: 0.958333, .75R: 0.416667, count: 24 +Region 16 Avg IOU: 0.793804, Class: 0.185091, Obj: 0.341830, No Obj: 0.001057, .5R: 1.000000, .75R: 0.789474, count: 19 +Region 23 Avg IOU: 0.730059, Class: 0.155376, Obj: 0.186933, No Obj: 0.000281, .5R: 0.894737, .75R: 0.526316, count: 19 +Region 16 Avg IOU: 0.833658, Class: 0.305109, Obj: 0.435162, No Obj: 0.000740, .5R: 1.000000, .75R: 0.888889, count: 9 +Region 23 Avg IOU: 0.673732, Class: 0.190062, Obj: 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allocate done! +Loaded: 0.515399 seconds +Region 16 Avg IOU: 0.702764, Class: 0.158578, Obj: 0.213679, No Obj: 0.001136, .5R: 0.888889, .75R: 0.407407, count: 27 +Region 23 Avg IOU: 0.720053, Class: 0.115172, Obj: 0.327272, No Obj: 0.000458, .5R: 0.947368, .75R: 0.578947, count: 19 +Region 16 Avg IOU: 0.778311, Class: 0.253083, Obj: 0.262998, No Obj: 0.001499, .5R: 0.928571, .75R: 0.785714, count: 14 +Region 23 Avg IOU: 0.740677, Class: 0.156886, Obj: 0.229991, No Obj: 0.000459, .5R: 0.923077, .75R: 0.538462, count: 13 +Region 16 Avg IOU: 0.766256, Class: 0.265672, Obj: 0.360926, No Obj: 0.001544, .5R: 0.958333, .75R: 0.541667, count: 24 +Region 23 Avg IOU: 0.738618, Class: 0.220601, Obj: 0.332048, No Obj: 0.000540, .5R: 0.947368, .75R: 0.578947, count: 19 +Region 16 Avg IOU: 0.733774, Class: 0.191806, Obj: 0.295491, No Obj: 0.001209, .5R: 0.925926, .75R: 0.629630, count: 27 +Region 23 Avg IOU: 0.712740, Class: 0.159655, Obj: 0.243042, No Obj: 0.000515, .5R: 0.903226, .75R: 0.548387, 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allocate done! +Loaded: 0.600738 seconds +Region 16 Avg IOU: 0.751334, Class: 0.239204, Obj: 0.302973, No Obj: 0.001161, .5R: 1.000000, .75R: 0.450000, count: 20 +Region 23 Avg IOU: 0.730984, Class: 0.201539, Obj: 0.297000, No Obj: 0.000304, .5R: 1.000000, .75R: 0.529412, count: 17 +Region 16 Avg IOU: 0.784372, Class: 0.281147, Obj: 0.346506, No Obj: 0.001321, .5R: 1.000000, .75R: 0.750000, count: 20 +Region 23 Avg IOU: 0.747150, Class: 0.165060, Obj: 0.194282, No Obj: 0.000309, .5R: 1.000000, .75R: 0.533333, count: 15 +Region 16 Avg IOU: 0.713041, Class: 0.253485, Obj: 0.281255, No Obj: 0.001130, .5R: 0.909091, .75R: 0.454545, count: 22 +Region 23 Avg IOU: 0.670144, Class: 0.239633, Obj: 0.193091, No Obj: 0.000355, .5R: 0.875000, .75R: 0.375000, count: 16 +Region 16 Avg IOU: 0.778143, Class: 0.188951, Obj: 0.303374, No Obj: 0.001222, .5R: 1.000000, .75R: 0.678571, count: 28 +Region 23 Avg IOU: 0.765089, Class: 0.193088, Obj: 0.271911, No Obj: 0.000278, .5R: 1.000000, .75R: 0.611111, 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