faster-rcnn的訓練.md
阿新 • • 發佈:2018-12-26
資料比較多,前面訓練的log都已經被覆蓋了,僅僅儲存了下面這些,
資料量:
3700張影象
影象大小:600*400
硬體:1060 6G
軟體:matlab2018a
os:win10 64位
訓練時間:12個小時
trainOption:
options = trainingOptions('sgdm', ... 'MiniBatchSize', 1024, ... 'InitialLearnRate', 1e-3, ... 'LearnRateSchedule', 'piecewise', ... 'LearnRateDropFactor', 0.1, ... 'LearnRateDropPeriod', 10, ... 'MaxEpochs', 20, ... 'Verbose', true,... 'ExecutionEnvironment','auto',... 'CheckpointPath','checkpoint')
|========================================================================================|
Epoch | Iteration | Time Elapsed | Mini-batch | Mini-batch | Base Learning |
---|---|---|---|---|---|
1 | 2900 | 00:04:04 | 99.61% | 0.51 | 0.0010 |
1 | 2950 | 00:04:08 | 99.80% | 0.55 | 0.0010 |
1 | 3000 | 00:04:13 | 99.71% | 0.55 | 0.0010 |
1 | 3050 | 00:04:17 | 99.61% | 0.47 | 0.0010 |
1 | 3100 | 00:04:21 | 99.90% | 0.76 | 0.0010 |
1 | 3150 | 00:04:25 | 99.61% | 0.48 | 0.0010 |
1 | 3200 | 00:04:29 | 99.80% | 0.50 | 0.0010 |
1 | 3250 | 00:04:34 | 99.80% | 0.49 | 0.0010 |
1 | 3300 | 00:04:38 | 99.61% | 0.56 | 0.0010 |
1 | 3350 | 00:04:42 | 99.80% | 0.47 | 0.0010 |
1 | 3400 | 00:04:46 | 99.71% | 0.59 | 0.0010 |
1 | 3450 | 00:04:50 | 100.00% | 0.47 | 0.0010 |
1 | 3500 | 00:04:55 | 99.71% | 0.61 | 0.0010 |
1 | 3550 | 00:04:59 | 99.80% | 0.55 | 0.0010 |
1 | 3600 | 00:05:03 | 99.80% | 0.48 | 0.0010 |
1 | 3650 | 00:05:07 | 99.90% | 0.33 | 0.0010 |
1 | 3700 | 00:05:11 | 99.61% | 0.58 | 0.0010 |
1 | 3750 | 00:05:16 | 99.80% | 0.42 | 0.0010 |
1 | 3800 | 00:05:20 | 99.61% | 0.61 | 0.0010 |
1 | 3850 | 00:05:24 | 99.80% | 0.45 | 0.0010 |
1 | 3900 | 00:05:28 | 99.90% | 0.20 | 0.0010 |
1 | 3950 | 00:05:32 | 99.71% | 0.55 | 0.0010 |
1 | 4000 | 00:05:37 | 99.61% | 0.60 | 0.0010 |
1 | 4050 | 00:05:41 | 99.71% | 0.58 | 0.0010 |
1 | 4100 | 00:05:45 | 99.71% | 0.55 | 0.0010 |
1 | 4150 | 00:05:49 | 99.61% | 0.66 | 0.0010 |
1 | 4200 | 00:05:53 | 99.80% | 0.60 | 0.0010 |
1 | 4250 | 00:05:57 | 99.71% | 0.69 | 0.0010 |
1 | 4300 | 00:06:02 | 100.00% | 0.33 | 0.0010 |
1 | 4350 | 00:06:06 | 99.61% | 0.63 | 0.0010 |
1 | 4400 | 00:06:10 | 100.00% | 0.54 | 0.0010 |
1 | 4450 | 00:06:14 | 99.61% | 0.54 | 0.0010 |
1 | 4500 | 00:06:18 | 99.71% | 0.61 | 0.0010 |
1 | 4550 | 00:06:23 | 99.90% | 0.14 | 0.0010 |
1 | 4600 | 00:06:27 | 99.51% | 0.46 | 0.0010 |
2 | 4650 | 00:06:31 | 99.80% | 0.43 | 0.0010 |
2 | 4700 | 00:06:35 | 99.90% | 0.27 | 0.0010 |
2 | 4750 | 00:06:40 | 99.80% | 0.64 | 0.0010 |
2 | 4800 | 00:06:44 | 99.71% | 0.45 | 0.0010 |
2 | 4850 | 00:06:48 | 99.71% | 0.51 | 0.0010 |
2 | 4900 | 00:06:52 | 99.71% | 0.66 | 0.0010 |
2 | 4950 | 00:06:56 | 99.80% | 0.46 | 0.0010 |
2 | 5000 | 00:07:01 | 99.71% | 0.64 | 0.0010 |
2 | 5050 | 00:07:05 | 99.80% | 0.76 | 0.0010 |
2 | 5100 | 00:07:09 | 99.90% | 0.19 | 0.0010 |
2 | 5150 | 00:07:13 | 99.90% | 0.56 | 0.0010 |
2 | 5200 | 00:07:17 | 99.90% | 0.55 | 0.0010 |
2 | 5250 | 00:07:22 | 99.41% | 0.57 | 0.0010 |
2 | 5300 | 00:07:26 | 99.80% | 0.40 | 0.0010 |
2 | 5350 | 00:07:30 | 99.71% | 0.61 | 0.0010 |
2 | 5400 | 00:07:34 | 99.80% | 0.49 | 0.0010 |
2 | 5450 | 00:07:38 | 99.90% | 0.13 | 0.0010 |
2 | 5500 | 00:07:43 | 99.71% | 0.55 | 0.0010 |
2 | 5550 | 00:07:47 | 99.61% | 0.56 | 0.0010 |
2 | 5600 | 00:07:51 | 99.80% | 0.54 | 0.0010 |
2 | 5650 | 00:07:55 | 99.90% | 0.54 | 0.0010 |
2 | 5700 | 00:07:59 | 100.00% | 0.35 | 0.0010 |
2 | 5750 | 00:08:04 | 99.90% | 0.56 | 0.0010 |
2 | 5800 | 00:08:08 | 99.80% | 0.57 | 0.0010 |
2 | 5850 | 00:08:12 | 99.90% | 0.37 | 0.0010 |
2 | 5900 | 00:08:16 | 99.71% | 0.52 | 0.0010 |
2 | 5950 | 00:08:20 | 99.80% | 0.69 | 0.0010 |
2 | 6000 | 00:08:25 | 100.00% | 0.60 | 0.0010 |
2 | 6050 | 00:08:29 | 99.80% | 0.44 | 0.0010 |
2 | 6100 | 00:08:33 | 99.90% | 0.48 | 0.0010 |
2 | 6150 | 00:08:37 | 99.90% | 0.40 | 0.0010 |
2 | 6200 | 00:08:41 | 99.80% | 0.61 | 0.0010 |
2 | 6250 | 00:08:46 | 99.90% | 0.25 | 0.0010 |
2 | 6300 | 00:08:50 | 99.90% | 0.23 | 0.0010 |
2 | 6350 | 00:08:54 | 99.80% | 0.83 | 0.0010 |
2 | 6400 | 00:08:58 | 100.00% | 0.45 | 0.0010 |
2 | 6450 | 00:09:02 | 99.80% | 0.52 | 0.0010 |
2 | 6500 | 00:09:07 | 99.71% | 0.61 | 0.0010 |
2 | 6550 | 00:09:11 | 99.61% | 0.58 | 0.0010 |
2 | 6600 | 00:09:15 | 99.80% | 0.52 | 0.0010 |
2 | 6650 | 00:09:19 | 99.80% | 0.61 | 0.0010 |
2 | 6700 | 00:09:23 | 99.71% | 0.52 | 0.0010 |
2 | 6750 | 00:09:28 | 99.90% | 0.56 | 0.0010 |
2 | 6800 | 00:09:32 | 99.71% | 0.45 | 0.0010 |
2 | 6850 | 00:09:36 | 99.80% | 0.45 | 0.0010 |
2 | 6900 | 00:09:40 | 99.61% | 0.50 | 0.0010 |
2 | 6950 | 00:09:44 | 99.90% | 0.20 | 0.0010 |
2 | 7000 | 00:09:49 | 99.80% | 0.45 | 0.0010 |
2 | 7050 | 00:09:53 | 100.00% | 0.56 | 0.0010 |
2 | 7100 | 00:09:57 | 99.71% | 0.67 | 0.0010 |
2 | 7150 | 00:10:01 | 99.61% | 0.54 | 0.0010 |
2 | 7200 | 00:10:05 | 100.00% | 0.53 | 0.0010 |
2 | 7250 | 00:10:10 | 99.80% | 0.67 | 0.0010 |
2 | 7300 | 00:10:14 | 99.90% | 0.15 | 0.0010 |
2 | 7350 | 00:10:18 | 99.80% | 0.53 | 0.0010 |
2 | 7400 | 00:10:22 | 99.80% | 0.45 | 0.0010 |
2 | 7450 | 00:10:26 | 99.90% | 0.80 | 0.0010 |
2 | 7500 | 00:10:31 | 99.90% | 0.47 | 0.0010 |
2 | 7550 | 00:10:35 | 99.71% | 0.57 | 0.0010 |
2 | 7600 | 00:10:39 | 99.90% | 0.38 | 0.0010 |
2 | 7650 | 00:10:43 | 99.90% | 0.44 | 0.0010 |
2 | 7700 | 00:10:47 | 99.80% | 0.47 | 0.0010 |
2 | 7750 | 00:10:51 | 100.00% | 0.53 | 0.0010 |
2 | 7800 | 00:10:56 | 99.90% | 0.63 | 0.0010 |
2 | 7850 | 00:11:00 | 99.71% | 0.47 | 0.0010 |
2 | 7900 | 00:11:04 | 99.80% | 0.41 | 0.0010 |
2 | 7950 | 00:11:08 | 99.80% | 0.52 | 0.0010 |
2 | 8000 | 00:11:12 | 99.71% | 0.51 | 0.0010 |
2 | 8050 | 00:11:17 | 99.90% | 0.41 | 0.0010 |
2 | 8100 | 00:11:21 | 99.90% | 0.37 | 0.0010 |
2 | 8150 | 00:11:25 | 99.80% | 0.65 | 0.0010 |
2 | 8200 | 00:11:29 | 99.80% | 0.54 | 0.0010 |
2 | 8250 | 00:11:33 | 99.80% | 0.46 | 0.0010 |
2 | 8300 | 00:11:38 | 99.80% | 0.32 | 0.0010 |
2 | 8350 | 00:11:42 | 99.80% | 0.57 | 0.0010 |
2 | 8400 | 00:11:46 | 99.51% | 0.64 | 0.0010 |
2 | 8450 | 00:11:50 | 99.61% | 0.62 | 0.0010 |
2 | 8500 | 00:11:54 | 99.61% | 0.52 | 0.0010 |
2 | 8550 | 00:11:59 | 99.80% | 0.44 | 0.0010 |
2 | 8600 | 00:12:03 | 99.61% | 0.53 | 0.0010 |
2 | 8650 | 00:12:07 | 99.90% | 0.16 | 0.0010 |
2 | 8700 | 00:12:11 | 99.71% | 0.49 | 0.0010 |
2 | 8750 | 00:12:15 | 99.90% | 0.19 | 0.0010 |
2 | 8800 | 00:12:20 | 99.80% | 0.48 | 0.0010 |
2 | 8850 | 00:12:24 | 99.71% | 0.59 | 0.0010 |
2 | 8900 | 00:12:28 | 99.71% | 0.47 | 0.0010 |
2 | 8950 | 00:12:32 | 99.90% | 0.51 | 0.0010 |
2 | 9000 | 00:12:36 | 99.71% | 0.59 | 0.0010 |
2 | 9050 | 00:12:41 | 99.90% | 0.21 | 0.0010 |
2 | 9100 | 00:12:45 | 99.80% | 0.72 | 0.0010 |
2 | 9150 | 00:12:49 | 100.00% | 0.36 | 0.0010 |
2 | 9200 | 00:12:53 | 99.80% | 0.57 | 0.0010 |
2 | 9250 | 00:12:57 | 99.80% | 0.38 | 0.0010 |
3 | 9300 | 00:13:02 | 99.90% | 0.49 | 0.0010 |
3 | 9350 | 00:13:06 | 99.61% | 0.42 | 0.0010 |
3 | 9400 | 00:13:10 | 100.00% | 0.47 | 0.0010 |
3 | 9450 | 00:13:14 | 100.00% | 0.54 | 0.0010 |
3 | 9500 | 00:13:18 | 99.90% | 0.62 | 0.0010 |
3 | 9550 | 00:13:23 | 99.90% | 0.47 | 0.0010 |
3 | 9600 | 00:13:27 | 99.80% | 0.31 | 0.0010 |
3 | 9650 | 00:13:31 | 99.90% | 0.21 | 0.0010 |
3 | 9700 | 00:13:35 | 99.61% | 0.48 | 0.0010 |
3 | 9750 | 00:13:39 | 99.90% | 0.20 | 0.0010 |
3 | 9800 | 00:13:44 | 99.80% | 0.60 | 0.0010 |
3 | 9850 | 00:13:48 | 99.80% | 0.39 | 0.0010 |
3 | 9900 | 00:13:52 | 99.71% | 0.44 | 0.0010 |
3 | 9950 | 00:13:56 | 100.00% | 0.56 | 0.0010 |
3 | 10000 | 00:14:00 | 99.90% | 0.25 | 0.0010 |
3 | 10050 | 00:14:05 | 99.80% | 0.62 | 0.0010 |
3 | 10100 | 00:14:09 | 99.32% | 0.59 | 0.0010 |
3 | 10150 | 00:14:13 | 99.80% | 0.46 | 0.0010 |
3 | 10200 | 00:14:17 | 99.90% | 0.43 | 0.0010 |
3 | 10250 | 00:14:21 | 99.71% | 0.46 | 0.0010 |
3 | 10300 | 00:14:26 | 99.90% | 0.55 | 0.0010 |
3 | 10350 | 00:14:30 | 99.71% | 0.61 | 0.0010 |
3 | 10400 | 00:14:34 | 99.80% | 0.59 | 0.0010 |
3 | 10450 | 00:14:38 | 100.00% | 0.37 | 0.0010 |
3 | 10500 | 00:14:42 | 99.80% | 0.48 | 0.0010 |
3 | 10550 | 00:14:47 | 99.71% | 0.44 | 0.0010 |
3 | 10600 | 00:14:51 | 100.00% | 0.60 | 0.0010 |
3 | 10650 | 00:14:55 | 100.00% | 0.67 | 0.0010 |
3 | 10700 | 00:14:59 | 99.61% | 0.38 | 0.0010 |
3 | 10750 | 00:15:03 | 99.61% | 0.54 | 0.0010 |
3 | 10800 | 00:15:08 | 99.80% | 0.50 | 0.0010 |
3 | 10850 | 00:15:12 | 99.90% | 0.47 | 0.0010 |
3 | 10900 | 00:15:16 | 99.71% | 0.60 | 0.0010 |
3 | 10950 | 00:15:20 | 100.00% | 0.53 | 0.0010 |
3 | 11000 | 00:15:24 | 99.90% | 0.56 | 0.0010 |
3 | 11050 | 00:15:29 | 100.00% | 0.57 | 0.0010 |
3 | 11100 | 00:15:33 | 99.71% | 0.50 | 0.0010 |
3 | 11150 | 00:15:37 | 99.90% | 0.56 | 0.0010 |
3 | 11200 | 00:15:41 | 99.90% | 0.42 | 0.0010 |
3 | 11250 | 00:15:45 | 99.61% | 0.54 | 0.0010 |
3 | 11300 | 00:15:50 | 99.71% | 0.52 | 0.0010 |
3 | 11350 | 00:15:54 | 99.80% | 0.61 | 0.0010 |
3 | 11400 | 00:15:58 | 100.00% | 0.41 | 0.0010 |
3 | 11450 | 00:16:02 | 100.00% | 0.45 | 0.0010 |
3 | 11500 | 00:16:06 | 98.93% | 0.59 | 0.0010 |
3 | 11550 | 00:16:11 | 99.61% | 0.56 | 0.0010 |
3 | 11600 | 00:16:15 | 100.00% | 0.60 | 0.0010 |
3 | 11650 | 00:16:19 | 99.71% | 0.62 | 0.0010 |
3 | 11700 | 00:16:23 | 99.90% | 0.51 | 0.0010 |
3 | 11750 | 00:16:27 | 100.00% | 0.49 | 0.0010 |
3 | 11800 | 00:16:32 | 99.80% | 0.50 | 0.0010 |
3 | 11850 | 00:16:36 | 99.80% | 0.55 | 0.0010 |
3 | 11900 | 00:16:40 | 99.41% | 0.50 | 0.0010 |
3 | 11950 | 00:16:44 | 100.00% | 0.56 | 0.0010 |
3 | 12000 | 00:16:48 | 99.90% | 0.50 | 0.0010 |
3 | 12050 | 00:16:53 | 99.90% | 0.56 | 0.0010 |
3 | 12100 | 00:16:57 | 100.00% | 0.53 | 0.0010 |
3 | 12150 | 00:17:01 | 100.00% | 0.55 | 0.0010 |
3 | 12200 | 00:17:05 | 99.71% | 0.52 | 0.0010 |
3 | 12250 | 00:17:09 | 99.80% | 0.50 | 0.0010 |
3 | 12300 | 00:17:14 | 99.80% | 0.44 | 0.0010 |
3 | 12350 | 00:17:18 | 99.90% | 0.40 | 0.0010 |
3 | 12400 | 00:17:22 | 99.80% | 0.64 | 0.0010 |
3 | 12450 | 00:17:26 | 99.90% | 0.43 | 0.0010 |
3 | 12500 | 00:17:30 | 100.00% | 0.54 | 0.0010 |
3 | 12550 | 00:17:35 | 99.80% | 0.64 | 0.0010 |
3 | 12600 | 00:17:39 | 100.00% | 0.51 | 0.0010 |
3 | 12650 | 00:17:43 | 99.80% | 0.65 | 0.0010 |
3 | 12700 | 00:17:47 | 100.00% | 0.63 | 0.0010 |
3 | 12750 | 00:17:51 | 99.90% | 0.45 | 0.0010 |
3 | 12800 | 00:17:56 | 100.00% | 0.47 | 0.0010 |
3 | 12850 | 00:18:00 | 99.90% | 0.52 | 0.0010 |
3 | 12900 | 00:18:04 | 100.00% | 0.61 | 0.0010 |
3 | 12950 | 00:18:08 | 100.00% | 0.32 | 0.0010 |
3 | 13000 | 00:18:12 | 99.80% | 0.54 | 0.0010 |
3 | 13050 | 00:18:17 | 99.80% | 0.40 | 0.0010 |
3 | 13100 | 00:18:21 | 99.80% | 0.57 | 0.0010 |
3 | 13150 | 00:18:25 | 99.90% | 0.49 | 0.0010 |
3 | 13200 | 00:18:29 | 100.00% | 0.41 | 0.0010 |
3 | 13250 | 00:18:33 | 99.80% | 0.42 | 0.0010 |
3 | 13300 | 00:18:38 | 99.71% | 0.62 | 0.0010 |
3 | 13350 | 00:18:42 | 99.71% | 0.64 | 0.0010 |
3 | 13400 | 00:18:46 | 99.80% | 0.59 | 0.0010 |
3 | 13450 | 00:18:50 | 99.61% | 0.54 | 0.0010 |
3 | 13500 | 00:18:54 | 99.90% | 0.49 | 0.0010 |
3 | 13550 | 00:18:59 | 100.00% | 0.51 | 0.0010 |
3 | 13600 | 00:19:03 | 100.00% | 0.22 | 0.0010 |
3 | 13650 | 00:19:07 | 99.90% | 0.48 | 0.0010 |
3 | 13700 | 00:19:11 | 100.00% | 0.45 | 0.0010 |
3 | 13750 | 00:19:16 | 99.90% | 0.39 | 0.0010 |
3 | 13800 | 00:19:20 | 99.80% | 0.38 | 0.0010 |
3 | 13850 | 00:19:24 | 99.90% | 0.62 | 0.0010 |
4 | 13900 | 00:19:28 | 99.80% | 0.48 | 0.0010 |
4 | 13950 | 00:19:32 | 99.80% | 0.40 | 0.0010 |
4 | 14000 | 00:19:37 | 99.71% | 0.46 | 0.0010 |
4 | 14050 | 00:19:41 | 99.80% | 0.54 | 0.0010 |
4 | 14100 | 00:19:45 | 100.00% | 0.33 | 0.0010 |
4 | 14150 | 00:19:49 | 99.61% | 0.54 | 0.0010 |
4 | 14200 | 00:19:53 | 100.00% | 0.55 | 0.0010 |
4 | 14250 | 00:19:58 | 99.51% | 0.53 | 0.0010 |
4 | 14300 | 00:20:02 | 99.61% | 0.58 | 0.0010 |
4 | 14350 | 00:20:06 | 99.80% | 0.57 | 0.0010 |
4 | 14400 | 00:20:10 | 100.00% | 0.58 | 0.0010 |
4 | 14450 | 00:20:14 | 100.00% | 0.41 | 0.0010 |
4 | 14500 | 00:20:19 | 99.71% | 0.50 | 0.0010 |
4 | 14550 | 00:20:23 | 100.00% | 0.39 | 0.0010 |
4 | 14600 | 00:20:27 | 100.00% | 0.51 | 0.0010 |
4 | 14650 | 00:20:31 | 99.90% | 0.40 | 0.0010 |
4 | 14700 | 00:20:35 | 100.00% | 0.29 | 0.0010 |
4 | 14750 | 00:20:40 | 100.00% | 0.31 | 0.0010 |
4 | 14800 | 00:20:44 | 99.90% | 0.53 | 0.0010 |
4 | 14850 | 00:20:48 | 99.80% | 0.62 | 0.0010 |
4 | 14900 | 00:20:52 | 99.90% | 0.54 | 0.0010 |
4 | 14950 | 00:20:56 | 100.00% | 0.49 | 0.0010 |
4 | 15000 | 00:21:01 | 100.00% | 0.40 | 0.0010 |
4 | 15050 | 00:21:05 | 99.80% | 0.49 | 0.0010 |
4 | 15100 | 00:21:09 | 100.00% | 0.43 | 0.0010 |
4 | 15150 | 00:21:13 | 99.71% | 0.51 | 0.0010 |
4 | 15200 | 00:21:17 | 99.90% | 0.29 | 0.0010 |
4 | 15250 | 00:21:22 | 100.00% | 0.41 | 0.0010 |
4 | 15300 | 00:21:26 | 99.71% | 0.54 | 0.0010 |
4 | 15350 | 00:21:30 | 100.00% | 0.46 | 0.0010 |
4 | 15400 | 00:21:34 | 99.80% | 0.48 | 0.0010 |
4 | 15450 | 00:21:38 | 99.90% | 0.19 | 0.0010 |
4 | 15500 | 00:21:43 | 99.80% | 0.59 | 0.0010 |
4 | 15550 | 00:21:47 | 100.00% | 0.37 | 0.0010 |
4 | 15600 | 00:21:51 | 100.00% | 0.61 | 0.0010 |
4 | 15650 | 00:21:55 | 99.71% | 0.38 | 0.0010 |
4 | 15700 | 00:21:59 | 99.90% | 0.46 | 0.0010 |
4 | 15750 | 00:22:04 | 99.90% | 0.48 | 0.0010 |
4 | 15800 | 00:22:08 | 100.00% | 0.38 | 0.0010 |
4 | 15850 | 00:22:12 | 100.00% | 0.51 | 0.0010 |
4 | 15900 | 00:22:16 | 99.80% | 0.50 | 0.0010 |
4 | 15950 | 00:22:20 | 100.00% | 0.28 | 0.0010 |
4 | 16000 | 00:22:25 | 100.00% | 0.61 | 0.0010 |
4 | 16050 | 00:22:29 | 100.00% | 0.50 | 0.0010 |
4 | 16100 | 00:22:33 | 100.00% | 0.29 | 0.0010 |
4 | 16150 | 00:22:37 | 99.71% | 0.66 | 0.0010 |
4 | 16200 | 00:22:41 | 100.00% | 0.48 | 0.0010 |
4 | 16250 | 00:22:46 | 100.00% | 0.49 | 0.0010 |
4 | 16300 | 00:22:50 | 99.80% | 0.55 | 0.0010 |
4 | 16350 | 00:22:54 | 99.80% | 0.61 | 0.0010 |
4 | 16400 | 00:22:58 | 99.71% | 0.49 | 0.0010 |
4 | 16450 | 00:23:02 | 99.90% | 0.36 | 0.0010 |
4 | 16500 | 00:23:07 | 99.90% | 0.33 | 0.0010 |
4 | 16550 | 00:23:11 | 100.00% | 0.50 | 0.0010 |
4 | 16600 | 00:23:15 | 100.00% | 0.33 | 0.0010 |
4 | 16650 | 00:23:19 | 99.90% | 0.32 | 0.0010 |
4 | 16700 | 00:23:23 | 99.90% | 0.44 | 0.0010 |
4 | 16750 | 00:23:28 | 100.00% | 0.43 | 0.0010 |
4 | 16800 | 00:23:32 | 99.71% | 0.60 | 0.0010 |
4 | 16850 | 00:23:36 | 100.00% | 0.51 | 0.0010 |
4 | 16900 | 00:23:40 | 100.00% | 0.68 | 0.0010 |
4 | 16950 | 00:23:44 | 100.00% | 0.15 | 0.0010 |
4 | 17000 | 00:23:49 | 100.00% | 0.40 | 0.0010 |
4 | 17050 | 00:23:53 | 100.00% | 0.54 | 0.0010 |
4 | 17100 | 00:23:57 | 99.80% | 0.56 | 0.0010 |
4 | 17150 | 00:24:01 | 99.61% | 0.45 | 0.0010 |
4 | 17200 | 00:24:05 | 99.90% | 0.53 | 0.0010 |
4 | 17250 | 00:24:10 | 99.90% | 0.57 | 0.0010 |
4 | 17300 | 00:24:14 | 99.90% | 0.29 | 0.0010 |
4 | 17350 | 00:24:18 | 100.00% | 0.50 | 0.0010 |
4 | 17400 | 00:24:22 | 100.00% | 0.63 | 0.0010 |
4 | 17450 | 00:24:26 | 99.71% | 0.48 | 0.0010 |
4 | 17500 | 00:24:31 | 100.00% | 0.48 | 0.0010 |
4 | 17550 | 00:24:35 | 100.00% | 0.25 | 0.0010 |
4 | 17600 | 00:24:39 | 100.00% | 0.36 | 0.0010 |
4 | 17650 | 00:24:43 | 100.00% | 0.47 | 0.0010 |
4 | 17700 | 00:24:47 | 99.90% | 0.58 | 0.0010 |
4 | 17750 | 00:24:52 | 99.80% | 0.45 | 0.0010 |
4 | 17800 | 00:24:56 | 99.90% | 0.46 | 0.0010 |
4 | 17850 | 00:25:00 | 100.00% | 0.57 | 0.0010 |
4 | 17900 | 00:25:04 | 100.00% | 0.55 | 0.0010 |
4 | 17950 | 00:25:08 | 100.00% | 0.39 | 0.0010 |
4 | 18000 | 00:25:13 | 99.90% | 0.65 | 0.0010 |
4 | 18050 | 00:25:17 | 100.00% | 0.51 | 0.0010 |
4 | 18100 | 00:25:21 | 99.90% | 0.47 | 0.0010 |
4 | 18150 | 00:25:25 | 100.00% | 0.48 | 0.0010 |
4 | 18200 | 00:25:30 | 99.90% | 0.35 | 0.0010 |
4 | 18250 | 00:25:34 | 100.00% | 0.46 | 0.0010 |
4 | 18300 | 00:25:38 | 99.90% | 0.52 | 0.0010 |
4 | 18350 | 00:25:42 | 99.80% | 0.51 | 0.0010 |
4 | 18400 | 00:25:46 | 100.00% | 0.64 | 0.0010 |
4 | 18450 | 00:25:51 | 99.61% | 0.29 | 0.0010 |
4 | 18500 | 00:25:55 | 100.00% | 0.38 | 0.0010 |
5 | 18550 | 00:25:59 | 100.00% | 0.64 | 0.0010 |
5 | 18600 | 00:26:03 | 99.80% | 0.54 | 0.0010 |
5 | 18650 | 00:26:07 | 99.61% | 0.52 | 0.0010 |
5 | 18700 | 00:26:12 | 99.80% | 0.42 | 0.0010 |
5 | 18750 | 00:26:16 | 100.00% | 0.54 | 0.0010 |
5 | 18800 | 00:26:20 | 99.90% | 0.69 | 0.0010 |
5 | 18850 | 00:26:24 | 100.00% | 0.42 | 0.0010 |
5 | 18900 | 00:26:28 | 100.00% | 0.49 | 0.0010 |
5 | 18950 | 00:26:33 | 99.90% | 0.58 | 0.0010 |
5 | 19000 | 00:26:37 | 99.90% | 0.69 | 0.0010 |
5 | 19050 | 00:26:41 | 100.00% | 0.56 | 0.0010 |
5 | 19100 | 00:26:45 | 99.71% | 0.53 | 0.0010 |
5 | 19150 | 00:26:49 | 99.90% | 0.61 | 0.0010 |
5 | 19200 | 00:26:54 | 99.90% | 0.55 | 0.0010 |
5 | 19250 | 00:26:58 | 99.80% | 0.64 | 0.0010 |
5 | 19300 | 00:27:02 | 99.90% | 0.42 | 0.0010 |
5 | 19350 | 00:27:06 | 99.90% | 0.60 | 0.0010 |
5 | 19400 | 00:27:10 | 99.80% | 0.44 | 0.0010 |
5 | 19450 | 00:27:15 | 99.80% | 0.53 | 0.0010 |
5 | 19500 | 00:27:19 | 100.00% | 0.51 | 0.0010 |
5 | 19550 | 00:27:23 | 100.00% | 0.49 | 0.0010 |
5 | 19600 | 00:27:27 | 99.80% | 0.60 | 0.0010 |
5 | 19650 | 00:27:31 | 99.71% | 0.55 | 0.0010 |
5 | 19700 | 00:27:36 | 99.80% | 0.41 | 0.0010 |
5 | 19750 | 00:27:40 | 99.71% | 0.44 | 0.0010 |
5 | 19800 | 00:27:44 | 99.90% | 0.61 | 0.0010 |
5 | 19850 | 00:27:48 | 99.90% | 0.45 | 0.0010 |
5 | 19900 | 00:27:52 | 100.00% | 0.51 | 0.0010 |
5 | 19950 | 00:27:57 | 100.00% | 0.60 | 0.0010 |
5 | 20000 | 00:28:01 | 100.00% | 0.57 | 0.0010 |
5 | 20050 | 00:28:05 | 99.90% | 0.39 | 0.0010 |
5 | 20100 | 00:28:09 | 100.00% | 0.20 | 0.0010 |
5 | 20150 | 00:28:13 | 100.00% | 0.41 | 0.0010 |
5 | 20200 | 00:28:18 | 100.00% | 0.55 | 0.0010 |
5 | 20250 | 00:28:22 | 100.00% | 0.50 | 0.0010 |
5 | 20300 | 00:28:26 | 99.80% | 0.54 | 0.0010 |
5 | 20350 | 00:28:30 | 100.00% | 0.11 | 0.0010 |
5 | 20400 | 00:28:34 | 99.90% | 0.50 | 0.0010 |
5 | 20450 | 00:28:39 | 100.00% | 0.50 | 0.0010 |
5 | 20500 | 00:28:43 | 99.90% | 0.67 | 0.0010 |
5 | 20550 | 00:28:47 | 99.90% | 0.38 | 0.0010 |
5 | 20600 | 00:28:51 | 100.00% | 0.42 | 0.0010 |
5 | 20650 | 00:28:56 | 100.00% | 0.37 | 0.0010 |
5 | 20700 | 00:29:00 | 99.90% | 0.61 | 0.0010 |
5 | 20750 | 00:29:04 | 99.80% | 0.43 | 0.0010 |
5 | 20800 | 00:29:08 | 100.00% | 0.75 | 0.0010 |
5 | 20850 | 00:29:12 | 99.90% | 0.54 | 0.0010 |
5 | 20900 | 00:29:17 | 99.90% | 0.47 | 0.0010 |
5 | 20950 | 00:29:21 | 99.71% | 0.64 | 0.0010 |
5 | 21000 | 00:29:25 | 99.71% | 0.49 | 0.0010 |
5 | 21050 | 00:29:29 | 100.00% | 0.54 | 0.0010 |
5 | 21100 | 00:29:33 | 100.00% | 0.66 | 0.0010 |
5 | 21150 | 00:29:38 | 99.51% | 0.53 | 0.0010 |
5 | 21200 | 00:29:42 | 99.71% | 0.53 | 0.0010 |
5 | 21250 | 00:29:46 | 99.90% | 0.44 | 0.0010 |
5 | 21300 | 00:29:50 | 99.80% | 0.58 | 0.0010 |
5 | 21350 | 00:29:54 | 100.00% | 0.46 | 0.0010 |
5 | 21400 | 00:29:59 | 99.80% | 0.46 | 0.0010 |
5 | 21450 | 00:30:03 | 100.00% | 0.34 | 0.0010 |
5 | 21500 | 00:30:07 | 100.00% | 0.46 | 0.0010 |
5 | 21550 | 00:30:11 | 99.80% | 0.44 | 0.0010 |
5 | 21600 | 00:30:15 | 100.00% | 0.62 | 0.0010 |
5 | 21650 | 00:30:20 | 100.00% | 0.43 | 0.0010 |
5 | 21700 | 00:30:24 | 99.90% | 0.38 | 0.0010 |
5 | 21750 | 00:30:28 | 100.00% | 0.35 | 0.0010 |
5 | 21800 | 00:30:32 | 99.90% | 0.45 | 0.0010 |
5 | 21850 | 00:30:36 | 100.00% | 0.46 | 0.0010 |
5 | 21900 | 00:30:41 | 99.41% | 0.44 | 0.0010 |
5 | 21950 | 00:30:45 | 99.80% | 0.59 | 0.0010 |
5 | 22000 | 00:30:49 | 99.90% | 0.69 | 0.0010 |
5 | 22050 | 00:30:53 | 99.02% | 0.58 | 0.0010 |
5 | 22100 | 00:30:57 | 100.00% | 0.48 | 0.0010 |
5 | 22150 | 00:31:02 | 100.00% | 0.46 | 0.0010 |
5 | 22200 | 00:31:06 | 100.00% | 0.48 | 0.0010 |
5 | 22250 | 00:31:10 | 99.80% | 0.50 | 0.0010 |
5 | 22300 | 00:31:14 | 99.51% | 0.50 | 0.0010 |
5 | 22350 | 00:31:18 | 99.90% | 0.63 | 0.0010 |
5 | 22400 | 00:31:23 | 100.00% | 0.56 | 0.0010 |
5 | 22450 | 00:31:27 | 100.00% | 0.18 | 0.0010 |
5 | 22500 | 00:31:31 | 99.90% | 0.46 | 0.0010 |
5 | 22550 | 00:31:35 | 99.90% | 0.58 | 0.0010 |
5 | 22600 | 00:31:40 | 100.00% | 0.47 | 0.0010 |
5 | 22650 | 00:31:44 | 99.90% | 0.39 | 0.0010 |
5 | 22700 | 00:31:48 | 100.00% | 0.44 | 0.0010 |
5 | 22750 | 00:31:52 | 99.71% | 0.46 | 0.0010 |
5 | 22800 | 00:31:56 | 99.80% | 0.45 | 0.0010 |
5 | 22850 | 00:32:01 | 99.80% | 0.69 | 0.0010 |
5 | 22900 | 00:32:05 | 99.41% | 0.46 | 0.0010 |
5 | 22950 | 00:32:09 | 99.71% | 0.52 | 0.0010 |
5 | 23000 | 00:32:13 | 100.00% | 0.59 | 0.0010 |
5 | 23050 | 00:32:17 | 100.00% | 0.60 | 0.0010 |
5 | 23100 | 00:32:22 | 100.00% | 0.32 | 0.0010 |
5 | 23150 | 00:32:26 | 99.80% | 0.40 | 0.0010 |
6 | 23200 | 00:32:30 | 99.61% | 0.65 | 0.0010 |
6 | 23250 | 00:32:34 | 100.00% | 0.38 | 0.0010 |
6 | 23300 | 00:32:38 | 100.00% | 0.40 | 0.0010 |
6 | 23350 | 00:32:43 | 99.90% | 0.47 | 0.0010 |
6 | 23400 | 00:32:47 | 99.80% | 0.57 | 0.0010 |
6 | 23450 | 00:32:51 | 100.00% | 0.40 | 0.0010 |
6 | 23500 | 00:32:55 | 99.51% | 0.47 | 0.0010 |
6 | 23550 | 00:33:00 | 100.00% | 0.35 | 0.0010 |
6 | 23600 | 00:33:04 | 100.00% | 0.49 | 0.0010 |
6 | 23650 | 00:33:08 | 99.71% | 0.53 | 0.0010 |
6 | 23700 | 00:33:12 | 100.00% | 0.59 | 0.0010 |
6 | 23750 | 00:33:16 | 100.00% | 0.31 | 0.0010 |
6 | 23800 | 00:33:21 | 99.80% | 0.45 | 0.0010 |
6 | 23850 | 00:33:25 | 99.90% | 0.50 | 0.0010 |
6 | 23900 | 00:33:29 | 99.90% | 0.49 | 0.0010 |
6 | 23950 | 00:33:33 | 100.00% | 0.56 | 0.0010 |
6 | 24000 | 00:33:37 | 100.00% | 0.55 | 0.0010 |
6 | 24050 | 00:33:42 | 99.90% | 0.52 | 0.0010 |
6 | 24100 | 00:33:46 | 99.80% | 0.54 | 0.0010 |
6 | 24150 | 00:33:50 | 100.00% | 0.44 | 0.0010 |
6 | 24200 | 00:33:54 | 100.00% | 0.50 | 0.0010 |
6 | 24250 | 00:33:58 | 100.00% | 0.60 | 0.0010 |
6 | 24300 | 00:34:03 | 99.90% | 0.36 | 0.0010 |
6 | 24350 | 00:34:07 | 99.80% | 0.43 | 0.0010 |
6 | 24400 | 00:34:11 | 100.00% | 0.39 | 0.0010 |
6 | 24450 | 00:34:15 | 100.00% | 0.20 | 0.0010 |
6 | 24500 | 00:34:19 | 99.90% | 0.52 | 0.0010 |
6 | 24550 | 00:34:24 | 100.00% | 0.38 | 0.0010 |
6 | 24600 | 00:34:28 | 99.71% | 0.51 | 0.0010 |
6 | 24650 | 00:34:32 | 100.00% | 0.39 | 0.0010 |
6 | 24700 | 00:34:36 | 99.90% | 0.46 | 0.0010 |
6 | 24750 | 00:34:40 | 100.00% | 0.35 | 0.0010 |
6 | 24800 | 00:34:45 | 99.90% | 0.63 | 0.0010 |
6 | 24850 | 00:34:49 | 99.71% | 0.45 | 0.0010 |
6 | 24900 | 00:34:53 | 100.00% | 0.50 | 0.0010 |
6 | 24950 | 00:34:57 | 100.00% | 0.38 | 0.0010 |
6 | 25000 | 00:35:01 | 99.90% | 0.56 | 0.0010 |
6 | 25050 | 00:35:06 | 99.90% | 0.55 | 0.0010 |
6 | 25100 | 00:35:10 | 100.00% | 0.52 | 0.0010 |
6 | 25150 | 00:35:14 | 99.90% | 0.56 | 0.0010 |
6 | 25200 | 00:35:18 | 100.00% | 0.53 | 0.0010 |
6 | 25250 | 00:35:22 | 100.00% | 0.44 | 0.0010 |
6 | 25300 | 00:35:27 | 100.00% | 0.51 | 0.0010 |
6 | 25350 | 00:35:31 | 100.00% | 0.61 | 0.0010 |
6 | 25400 | 00:35:35 | 99.61% | 0.63 | 0.0010 |
6 | 25450 | 00:35:39 | 99.90% | 0.70 | 0.0010 |
6 | 25500 | 00:35:43 | 100.00% | 0.47 | 0.0010 |
6 | 25550 | 00:35:48 | 99.90% | 0.70 | 0.0010 |
6 | 25600 | 00:35:52 | 99.71% | 0.55 | 0.0010 |
6 | 25650 | 00:35:56 | 99.90% | 0.53 | 0.0010 |
6 | 25700 | 00:36:00 | 99.80% | 0.58 | 0.0010 |
6 | 25750 | 00:36:05 | 100.00% | 0.38 | 0.0010 |
6 | 25800 | 00:36:09 | 99.80% | 0.39 | 0.0010 |
6 | 25850 | 00:36:13 | 99.80% | 0.31 | 0.0010 |
6 | 25900 | 00:36:17 | 100.00% | 0.46 | 0.0010 |
6 | 25950 | 00:36:21 | 99.80% | 0.39 | 0.0010 |
6 | 26000 | 00:36:25 | 100.00% | 0.35 | 0.0010 |
6 | 26050 | 00:36:30 | 99.12% | 0.50 |