Upload data/model_birdsnap_ebird_meta_rbf_inception_v3_0.0005_64_0.0005000_1_512_200_2.0.log with huggingface_hub
Browse files
data/model_birdsnap_ebird_meta_rbf_inception_v3_0.0005_64_0.0005000_1_512_200_2.0.log
ADDED
|
@@ -0,0 +1,437 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
2024-05-19 17:56:40,461 - INFO -
|
| 2 |
+
num_classes 500
|
| 3 |
+
2024-05-19 17:56:40,461 - INFO - num train 42490
|
| 4 |
+
2024-05-19 17:56:40,461 - INFO - num val 980
|
| 5 |
+
2024-05-19 17:56:40,461 - INFO - train loss full_loss
|
| 6 |
+
2024-05-19 17:56:40,461 - INFO - model name ../models/rbf/model_birdsnap_ebird_meta_rbf_inception_v3_0.0005_64_0.0005000_1_512_200_2.0.pth.tar
|
| 7 |
+
2024-05-19 17:56:40,461 - INFO - num users 5763
|
| 8 |
+
2024-05-19 17:56:40,461 - INFO - meta data ebird_meta
|
| 9 |
+
2024-05-19 17:56:41,073 - INFO -
|
| 10 |
+
Epoch 0
|
| 11 |
+
2024-05-19 17:57:12,153 - INFO - [41984/42490] Loss : 1.8881
|
| 12 |
+
2024-05-19 17:57:12,856 - INFO - Test loss : 1.0139
|
| 13 |
+
2024-05-19 17:57:12,856 - INFO -
|
| 14 |
+
Epoch 1
|
| 15 |
+
2024-05-19 17:57:43,217 - INFO - [41984/42490] Loss : 1.4878
|
| 16 |
+
2024-05-19 17:57:43,925 - INFO - Test loss : 0.7282
|
| 17 |
+
2024-05-19 17:57:43,925 - INFO -
|
| 18 |
+
Epoch 2
|
| 19 |
+
2024-05-19 17:58:14,941 - INFO - [41984/42490] Loss : 1.2878
|
| 20 |
+
2024-05-19 17:58:15,569 - INFO - Test loss : 0.5736
|
| 21 |
+
2024-05-19 17:58:15,569 - INFO -
|
| 22 |
+
Epoch 3
|
| 23 |
+
2024-05-19 17:58:45,486 - INFO - [41984/42490] Loss : 1.1618
|
| 24 |
+
2024-05-19 17:58:46,193 - INFO - Test loss : 0.4938
|
| 25 |
+
2024-05-19 17:58:46,193 - INFO -
|
| 26 |
+
Epoch 4
|
| 27 |
+
2024-05-19 17:59:17,088 - INFO - [41984/42490] Loss : 1.0888
|
| 28 |
+
2024-05-19 17:59:17,795 - INFO - Test loss : 0.4229
|
| 29 |
+
2024-05-19 17:59:17,795 - INFO -
|
| 30 |
+
Epoch 5
|
| 31 |
+
2024-05-19 17:59:48,386 - INFO - [41984/42490] Loss : 1.0356
|
| 32 |
+
2024-05-19 17:59:49,024 - INFO - Test loss : 0.4045
|
| 33 |
+
2024-05-19 17:59:49,024 - INFO -
|
| 34 |
+
Epoch 6
|
| 35 |
+
2024-05-19 18:00:16,527 - INFO - [41984/42490] Loss : 1.0031
|
| 36 |
+
2024-05-19 18:00:17,218 - INFO - Test loss : 0.3878
|
| 37 |
+
2024-05-19 18:00:17,218 - INFO -
|
| 38 |
+
Epoch 7
|
| 39 |
+
2024-05-19 18:00:47,899 - INFO - [41984/42490] Loss : 0.9818
|
| 40 |
+
2024-05-19 18:00:48,604 - INFO - Test loss : 0.3803
|
| 41 |
+
2024-05-19 18:00:48,604 - INFO -
|
| 42 |
+
Epoch 8
|
| 43 |
+
2024-05-19 18:01:19,026 - INFO - [41984/42490] Loss : 0.9638
|
| 44 |
+
2024-05-19 18:01:19,729 - INFO - Test loss : 0.3814
|
| 45 |
+
2024-05-19 18:01:19,729 - INFO -
|
| 46 |
+
Epoch 9
|
| 47 |
+
2024-05-19 18:01:50,361 - INFO - [41984/42490] Loss : 0.9479
|
| 48 |
+
2024-05-19 18:01:51,084 - INFO - Test loss : 0.3764
|
| 49 |
+
2024-05-19 18:01:51,084 - INFO -
|
| 50 |
+
Epoch 10
|
| 51 |
+
2024-05-19 18:02:21,489 - INFO - [41984/42490] Loss : 0.9340
|
| 52 |
+
2024-05-19 18:02:22,193 - INFO - Test loss : 0.3737
|
| 53 |
+
2024-05-19 18:02:22,210 - INFO - (980,)
|
| 54 |
+
2024-05-19 18:02:22,245 - INFO - Split ID: 0
|
| 55 |
+
2024-05-19 18:02:22,246 - INFO - Top 1 LocEnc (Epoch 10)acc (%): 4.8
|
| 56 |
+
2024-05-19 18:02:22,246 - INFO - Top 3 LocEnc (Epoch 10)acc (%): 10.31
|
| 57 |
+
2024-05-19 18:02:22,246 - INFO - Top 5 LocEnc (Epoch 10)acc (%): 15.61
|
| 58 |
+
2024-05-19 18:02:22,246 - INFO - Top 10 LocEnc (Epoch 10)acc (%): 24.59
|
| 59 |
+
2024-05-19 18:02:22,246 - INFO -
|
| 60 |
+
No prior
|
| 61 |
+
2024-05-19 18:02:22,247 - INFO - (2262,)
|
| 62 |
+
2024-05-19 18:02:22,297 - INFO - Split ID: 0
|
| 63 |
+
2024-05-19 18:02:22,298 - INFO - Top 1 (Epoch 10)acc (%): 70.07
|
| 64 |
+
2024-05-19 18:02:22,298 - INFO - Top 3 (Epoch 10)acc (%): 86.6
|
| 65 |
+
2024-05-19 18:02:22,298 - INFO - Top 5 (Epoch 10)acc (%): 90.05
|
| 66 |
+
2024-05-19 18:02:22,298 - INFO - Top 10 (Epoch 10)acc (%): 92.88
|
| 67 |
+
2024-05-19 18:02:24,457 - INFO - Split ID: 0
|
| 68 |
+
2024-05-19 18:02:24,457 - INFO - Top 1 (Epoch 10)acc (%): 78.69
|
| 69 |
+
2024-05-19 18:02:24,457 - INFO - Top 3 (Epoch 10)acc (%): 90.94
|
| 70 |
+
2024-05-19 18:02:24,458 - INFO - Top 5 (Epoch 10)acc (%): 93.15
|
| 71 |
+
2024-05-19 18:02:24,458 - INFO - Top 10 (Epoch 10)acc (%): 95.8
|
| 72 |
+
2024-05-19 18:02:24,458 - INFO -
|
| 73 |
+
Epoch 11
|
| 74 |
+
2024-05-19 18:02:54,521 - INFO - [41984/42490] Loss : 0.9285
|
| 75 |
+
2024-05-19 18:02:55,235 - INFO - Test loss : 0.3745
|
| 76 |
+
2024-05-19 18:02:55,235 - INFO -
|
| 77 |
+
Epoch 12
|
| 78 |
+
2024-05-19 18:03:25,530 - INFO - [41984/42490] Loss : 0.9168
|
| 79 |
+
2024-05-19 18:03:26,235 - INFO - Test loss : 0.3719
|
| 80 |
+
2024-05-19 18:03:26,235 - INFO -
|
| 81 |
+
Epoch 13
|
| 82 |
+
2024-05-19 18:03:57,016 - INFO - [41984/42490] Loss : 0.9090
|
| 83 |
+
2024-05-19 18:03:57,718 - INFO - Test loss : 0.3751
|
| 84 |
+
2024-05-19 18:03:57,718 - INFO -
|
| 85 |
+
Epoch 14
|
| 86 |
+
2024-05-19 18:04:28,922 - INFO - [41984/42490] Loss : 0.9004
|
| 87 |
+
2024-05-19 18:04:29,628 - INFO - Test loss : 0.3746
|
| 88 |
+
2024-05-19 18:04:29,628 - INFO -
|
| 89 |
+
Epoch 15
|
| 90 |
+
2024-05-19 18:04:59,751 - INFO - [41984/42490] Loss : 0.8960
|
| 91 |
+
2024-05-19 18:05:00,460 - INFO - Test loss : 0.3749
|
| 92 |
+
2024-05-19 18:05:00,461 - INFO -
|
| 93 |
+
Epoch 16
|
| 94 |
+
2024-05-19 18:05:28,875 - INFO - [41984/42490] Loss : 0.8883
|
| 95 |
+
2024-05-19 18:05:29,569 - INFO - Test loss : 0.3766
|
| 96 |
+
2024-05-19 18:05:29,569 - INFO -
|
| 97 |
+
Epoch 17
|
| 98 |
+
2024-05-19 18:05:59,357 - INFO - [41984/42490] Loss : 0.8833
|
| 99 |
+
2024-05-19 18:06:00,062 - INFO - Test loss : 0.3682
|
| 100 |
+
2024-05-19 18:06:00,062 - INFO -
|
| 101 |
+
Epoch 18
|
| 102 |
+
2024-05-19 18:06:30,607 - INFO - [41984/42490] Loss : 0.8786
|
| 103 |
+
2024-05-19 18:06:31,319 - INFO - Test loss : 0.3752
|
| 104 |
+
2024-05-19 18:06:31,320 - INFO -
|
| 105 |
+
Epoch 19
|
| 106 |
+
2024-05-19 18:07:00,553 - INFO - [41984/42490] Loss : 0.8720
|
| 107 |
+
2024-05-19 18:07:01,259 - INFO - Test loss : 0.3790
|
| 108 |
+
2024-05-19 18:07:01,259 - INFO -
|
| 109 |
+
Epoch 20
|
| 110 |
+
2024-05-19 18:07:32,364 - INFO - [41984/42490] Loss : 0.8689
|
| 111 |
+
2024-05-19 18:07:33,070 - INFO - Test loss : 0.3732
|
| 112 |
+
2024-05-19 18:07:33,085 - INFO - (980,)
|
| 113 |
+
2024-05-19 18:07:33,117 - INFO - Split ID: 0
|
| 114 |
+
2024-05-19 18:07:33,118 - INFO - Top 1 LocEnc (Epoch 20)acc (%): 5.0
|
| 115 |
+
2024-05-19 18:07:33,118 - INFO - Top 3 LocEnc (Epoch 20)acc (%): 11.33
|
| 116 |
+
2024-05-19 18:07:33,118 - INFO - Top 5 LocEnc (Epoch 20)acc (%): 15.51
|
| 117 |
+
2024-05-19 18:07:33,118 - INFO - Top 10 LocEnc (Epoch 20)acc (%): 26.33
|
| 118 |
+
2024-05-19 18:07:33,119 - INFO -
|
| 119 |
+
No prior
|
| 120 |
+
2024-05-19 18:07:33,119 - INFO - (2262,)
|
| 121 |
+
2024-05-19 18:07:33,169 - INFO - Split ID: 0
|
| 122 |
+
2024-05-19 18:07:33,169 - INFO - Top 1 (Epoch 20)acc (%): 70.07
|
| 123 |
+
2024-05-19 18:07:33,169 - INFO - Top 3 (Epoch 20)acc (%): 86.6
|
| 124 |
+
2024-05-19 18:07:33,169 - INFO - Top 5 (Epoch 20)acc (%): 90.05
|
| 125 |
+
2024-05-19 18:07:33,169 - INFO - Top 10 (Epoch 20)acc (%): 92.88
|
| 126 |
+
2024-05-19 18:07:35,314 - INFO - Split ID: 0
|
| 127 |
+
2024-05-19 18:07:35,314 - INFO - Top 1 (Epoch 20)acc (%): 78.96
|
| 128 |
+
2024-05-19 18:07:35,314 - INFO - Top 3 (Epoch 20)acc (%): 91.25
|
| 129 |
+
2024-05-19 18:07:35,314 - INFO - Top 5 (Epoch 20)acc (%): 93.5
|
| 130 |
+
2024-05-19 18:07:35,314 - INFO - Top 10 (Epoch 20)acc (%): 96.07
|
| 131 |
+
2024-05-19 18:07:35,314 - INFO -
|
| 132 |
+
Epoch 21
|
| 133 |
+
2024-05-19 18:08:06,085 - INFO - [41984/42490] Loss : 0.8651
|
| 134 |
+
2024-05-19 18:08:06,798 - INFO - Test loss : 0.3767
|
| 135 |
+
2024-05-19 18:08:06,798 - INFO -
|
| 136 |
+
Epoch 22
|
| 137 |
+
2024-05-19 18:08:35,905 - INFO - [41984/42490] Loss : 0.8616
|
| 138 |
+
2024-05-19 18:08:36,609 - INFO - Test loss : 0.3827
|
| 139 |
+
2024-05-19 18:08:36,610 - INFO -
|
| 140 |
+
Epoch 23
|
| 141 |
+
2024-05-19 18:09:07,829 - INFO - [41984/42490] Loss : 0.8585
|
| 142 |
+
2024-05-19 18:09:08,576 - INFO - Test loss : 0.3820
|
| 143 |
+
2024-05-19 18:09:08,577 - INFO -
|
| 144 |
+
Epoch 24
|
| 145 |
+
2024-05-19 18:09:39,379 - INFO - [41984/42490] Loss : 0.8510
|
| 146 |
+
2024-05-19 18:09:40,125 - INFO - Test loss : 0.3871
|
| 147 |
+
2024-05-19 18:09:40,125 - INFO -
|
| 148 |
+
Epoch 25
|
| 149 |
+
2024-05-19 18:10:11,300 - INFO - [41984/42490] Loss : 0.8493
|
| 150 |
+
2024-05-19 18:10:12,012 - INFO - Test loss : 0.3818
|
| 151 |
+
2024-05-19 18:10:12,012 - INFO -
|
| 152 |
+
Epoch 26
|
| 153 |
+
2024-05-19 18:10:43,285 - INFO - [41984/42490] Loss : 0.8451
|
| 154 |
+
2024-05-19 18:10:43,991 - INFO - Test loss : 0.3835
|
| 155 |
+
2024-05-19 18:10:43,992 - INFO -
|
| 156 |
+
Epoch 27
|
| 157 |
+
2024-05-19 18:11:13,664 - INFO - [41984/42490] Loss : 0.8434
|
| 158 |
+
2024-05-19 18:11:14,367 - INFO - Test loss : 0.3825
|
| 159 |
+
2024-05-19 18:11:14,367 - INFO -
|
| 160 |
+
Epoch 28
|
| 161 |
+
2024-05-19 18:11:44,613 - INFO - [41984/42490] Loss : 0.8406
|
| 162 |
+
2024-05-19 18:11:45,320 - INFO - Test loss : 0.3908
|
| 163 |
+
2024-05-19 18:11:45,320 - INFO -
|
| 164 |
+
Epoch 29
|
| 165 |
+
2024-05-19 18:12:16,185 - INFO - [41984/42490] Loss : 0.8385
|
| 166 |
+
2024-05-19 18:12:16,892 - INFO - Test loss : 0.3964
|
| 167 |
+
2024-05-19 18:12:16,892 - INFO - Saving output model to ../models/rbf/model_birdsnap_ebird_meta_rbf_inception_v3_0.0005_64_0.0005000_1_512_200_2.0.pth.tar
|
| 168 |
+
2024-05-19 18:12:16,909 - INFO - Saving output model to ../models/rbf/model_birdsnap_ebird_meta_rbf_inception_v3_0.0005_64_0.0005000_1_512_200_2.0.pth.tar
|
| 169 |
+
2024-05-19 18:12:16,949 - INFO -
|
| 170 |
+
No prior
|
| 171 |
+
2024-05-19 18:12:16,950 - INFO - (2262,)
|
| 172 |
+
2024-05-19 18:12:16,999 - INFO - Split ID: 0
|
| 173 |
+
2024-05-19 18:12:16,999 - INFO - Top 1 acc (%): 70.07
|
| 174 |
+
2024-05-19 18:12:17,001 - INFO - Top 3 acc (%): 86.6
|
| 175 |
+
2024-05-19 18:12:17,002 - INFO - Top 5 acc (%): 90.05
|
| 176 |
+
2024-05-19 18:12:17,002 - INFO - Top 10 acc (%): 92.88
|
| 177 |
+
2024-05-19 18:12:19,145 - INFO - Split ID: 0
|
| 178 |
+
2024-05-19 18:12:19,145 - INFO - Top 1 acc (%): 79.49
|
| 179 |
+
2024-05-19 18:12:19,145 - INFO - Top 3 acc (%): 91.38
|
| 180 |
+
2024-05-19 18:12:19,145 - INFO - Top 5 acc (%): 93.77
|
| 181 |
+
2024-05-19 18:12:19,145 - INFO - Top 10 acc (%): 96.02
|
| 182 |
+
2024-05-19 18:12:19,145 - INFO -
|
| 183 |
+
rbf
|
| 184 |
+
2024-05-19 18:12:19,145 - INFO - Model : model_birdsnap_ebird_meta_rbf_inception_v3_0.0005_64_0.0005000_1_512_200_2.0.pth.tar
|
| 185 |
+
2024-05-19 18:12:19,168 - INFO - (980,)
|
| 186 |
+
2024-05-19 18:12:19,201 - INFO - Split ID: 0
|
| 187 |
+
2024-05-19 18:12:19,201 - INFO - Top 1 LocEnc acc (%): 5.1
|
| 188 |
+
2024-05-19 18:12:19,201 - INFO - Top 3 LocEnc acc (%): 11.12
|
| 189 |
+
2024-05-19 18:12:19,202 - INFO - Top 5 LocEnc acc (%): 15.92
|
| 190 |
+
2024-05-19 18:12:19,202 - INFO - Top 10 LocEnc acc (%): 25.1
|
| 191 |
+
2024-05-27 12:43:40,778 - INFO -
|
| 192 |
+
num_classes 500
|
| 193 |
+
2024-05-27 12:43:40,876 - INFO - num train 42490
|
| 194 |
+
2024-05-27 12:43:40,876 - INFO - num val 980
|
| 195 |
+
2024-05-27 12:43:40,877 - INFO - train loss full_loss
|
| 196 |
+
2024-05-27 12:43:40,877 - INFO - model name ../models/rbf/model_birdsnap_ebird_meta_rbf_inception_v3_0.0005_64_0.0005000_1_512_200_2.0.pth.tar
|
| 197 |
+
2024-05-27 12:43:40,877 - INFO - num users 5763
|
| 198 |
+
2024-05-27 12:43:40,877 - INFO - meta data ebird_meta
|
| 199 |
+
2024-05-27 12:43:41,098 - INFO -
|
| 200 |
+
Epoch 0
|
| 201 |
+
2024-05-27 12:44:22,795 - INFO - [41984/42490] Loss : 1.8940
|
| 202 |
+
2024-05-27 12:44:23,735 - INFO - Test loss : 1.0325
|
| 203 |
+
2024-05-27 12:44:23,736 - INFO -
|
| 204 |
+
Epoch 1
|
| 205 |
+
2024-05-27 12:45:07,485 - INFO - [41984/42490] Loss : 1.4889
|
| 206 |
+
2024-05-27 12:45:08,263 - INFO - Test loss : 0.7283
|
| 207 |
+
2024-05-27 12:45:08,263 - INFO -
|
| 208 |
+
Epoch 2
|
| 209 |
+
2024-05-27 12:45:49,227 - INFO - [41984/42490] Loss : 1.2676
|
| 210 |
+
2024-05-27 12:45:50,184 - INFO - Test loss : 0.5599
|
| 211 |
+
2024-05-27 12:45:50,185 - INFO -
|
| 212 |
+
Epoch 3
|
| 213 |
+
2024-05-27 12:46:31,491 - INFO - [41984/42490] Loss : 1.1484
|
| 214 |
+
2024-05-27 12:46:32,376 - INFO - Test loss : 0.4835
|
| 215 |
+
2024-05-27 12:46:32,376 - INFO -
|
| 216 |
+
Epoch 4
|
| 217 |
+
2024-05-27 12:46:55,477 - INFO -
|
| 218 |
+
num_classes 500
|
| 219 |
+
2024-05-27 12:46:55,477 - INFO - num train 42490
|
| 220 |
+
2024-05-27 12:46:55,477 - INFO - num val 980
|
| 221 |
+
2024-05-27 12:46:55,477 - INFO - train loss full_loss
|
| 222 |
+
2024-05-27 12:46:55,477 - INFO - model name ../models/rbf/model_birdsnap_ebird_meta_rbf_inception_v3_0.0005_64_0.0005000_1_512_200_2.0.pth.tar
|
| 223 |
+
2024-05-27 12:46:55,477 - INFO - num users 5763
|
| 224 |
+
2024-05-27 12:46:55,477 - INFO - meta data ebird_meta
|
| 225 |
+
2024-05-27 12:46:55,717 - INFO -
|
| 226 |
+
Epoch 0
|
| 227 |
+
2024-05-27 12:47:36,867 - INFO - [41984/42490] Loss : 1.8981
|
| 228 |
+
2024-05-27 12:47:37,847 - INFO - Test loss : 1.0342
|
| 229 |
+
2024-05-27 12:47:37,848 - INFO - Saving output model to ../models/rbf/model_birdsnap_ebird_meta_rbf_inception_v3_0.0005_64_0.0005000_1_512_200_2.0.pth.tar
|
| 230 |
+
2024-05-27 12:47:37,918 - INFO - Saving output model to ../models/rbf/model_birdsnap_ebird_meta_rbf_inception_v3_0.0005_64_0.0005000_1_512_200_2.0.pth.tar
|
| 231 |
+
2024-05-27 12:47:37,992 - INFO -
|
| 232 |
+
No prior
|
| 233 |
+
2024-05-27 12:47:37,993 - INFO - (2262,)
|
| 234 |
+
2024-05-27 12:47:38,049 - INFO - Split ID: 0
|
| 235 |
+
2024-05-27 12:47:38,049 - INFO - Top 1 acc (%): 70.07
|
| 236 |
+
2024-05-27 12:47:38,049 - INFO - Top 3 acc (%): 86.6
|
| 237 |
+
2024-05-27 12:47:38,049 - INFO - Top 5 acc (%): 90.05
|
| 238 |
+
2024-05-27 12:47:38,050 - INFO - Top 10 acc (%): 92.88
|
| 239 |
+
2024-05-27 12:47:40,852 - INFO - Split ID: 0
|
| 240 |
+
2024-05-27 12:47:40,852 - INFO - Top 1 acc (%): 72.28
|
| 241 |
+
2024-05-27 12:47:40,852 - INFO - Top 3 acc (%): 87.14
|
| 242 |
+
2024-05-27 12:47:40,852 - INFO - Top 5 acc (%): 90.58
|
| 243 |
+
2024-05-27 12:47:40,852 - INFO - Top 10 acc (%): 93.63
|
| 244 |
+
2024-05-27 12:47:40,852 - INFO -
|
| 245 |
+
rbf
|
| 246 |
+
2024-05-27 12:47:40,852 - INFO - Model : model_birdsnap_ebird_meta_rbf_inception_v3_0.0005_64_0.0005000_1_512_200_2.0.pth.tar
|
| 247 |
+
2024-05-27 12:47:40,885 - INFO - (980,)
|
| 248 |
+
2024-05-27 12:47:40,924 - INFO - Split ID: 0
|
| 249 |
+
2024-05-27 12:47:40,925 - INFO - Top 1 LocEnc acc (%): 1.94
|
| 250 |
+
2024-05-27 12:47:40,925 - INFO - Top 3 LocEnc acc (%): 4.9
|
| 251 |
+
2024-05-27 12:47:40,925 - INFO - Top 5 LocEnc acc (%): 7.35
|
| 252 |
+
2024-05-27 12:47:40,925 - INFO - Top 10 LocEnc acc (%): 12.24
|
| 253 |
+
2024-05-27 12:57:57,761 - INFO -
|
| 254 |
+
num_classes 500
|
| 255 |
+
2024-05-27 12:57:57,761 - INFO - num train 42490
|
| 256 |
+
2024-05-27 12:57:57,761 - INFO - num val 980
|
| 257 |
+
2024-05-27 12:57:57,761 - INFO - train loss full_loss
|
| 258 |
+
2024-05-27 12:57:57,761 - INFO - model name ../models/rbf/model_birdsnap_ebird_meta_rbf_inception_v3_0.0005_64_0.0005000_1_512_200_2.0.pth.tar
|
| 259 |
+
2024-05-27 12:57:57,761 - INFO - num users 5763
|
| 260 |
+
2024-05-27 12:57:57,761 - INFO - meta data ebird_meta
|
| 261 |
+
2024-05-27 12:57:57,998 - INFO -
|
| 262 |
+
Epoch 0
|
| 263 |
+
2024-05-27 12:58:41,536 - INFO - [41984/42490] Loss : 1.8933
|
| 264 |
+
2024-05-27 12:58:42,496 - INFO - Test loss : 1.0345
|
| 265 |
+
2024-05-27 12:58:42,496 - INFO -
|
| 266 |
+
Epoch 1
|
| 267 |
+
2024-05-27 12:59:25,650 - INFO - [41984/42490] Loss : 1.4800
|
| 268 |
+
2024-05-27 12:59:26,630 - INFO - Test loss : 0.7068
|
| 269 |
+
2024-05-27 12:59:26,630 - INFO -
|
| 270 |
+
Epoch 2
|
| 271 |
+
2024-05-27 13:00:09,901 - INFO - [41984/42490] Loss : 1.2713
|
| 272 |
+
2024-05-27 13:00:10,908 - INFO - Test loss : 0.5454
|
| 273 |
+
2024-05-27 13:00:10,908 - INFO -
|
| 274 |
+
Epoch 3
|
| 275 |
+
2024-05-27 13:00:54,272 - INFO - [41984/42490] Loss : 1.1525
|
| 276 |
+
2024-05-27 13:00:55,260 - INFO - Test loss : 0.4780
|
| 277 |
+
2024-05-27 13:00:55,260 - INFO -
|
| 278 |
+
Epoch 4
|
| 279 |
+
2024-05-27 13:01:38,306 - INFO - [41984/42490] Loss : 1.0798
|
| 280 |
+
2024-05-27 13:01:39,285 - INFO - Test loss : 0.4483
|
| 281 |
+
2024-05-27 13:01:39,285 - INFO -
|
| 282 |
+
Epoch 5
|
| 283 |
+
2024-05-27 13:02:22,148 - INFO - [41984/42490] Loss : 1.0363
|
| 284 |
+
2024-05-27 13:02:23,126 - INFO - Test loss : 0.4151
|
| 285 |
+
2024-05-27 13:02:23,126 - INFO -
|
| 286 |
+
Epoch 6
|
| 287 |
+
2024-05-27 13:03:05,913 - INFO - [41984/42490] Loss : 0.9998
|
| 288 |
+
2024-05-27 13:03:06,897 - INFO - Test loss : 0.4056
|
| 289 |
+
2024-05-27 13:03:06,898 - INFO -
|
| 290 |
+
Epoch 7
|
| 291 |
+
2024-05-27 13:03:50,007 - INFO - [41984/42490] Loss : 0.9767
|
| 292 |
+
2024-05-27 13:03:50,861 - INFO - Test loss : 0.4073
|
| 293 |
+
2024-05-27 13:03:50,861 - INFO -
|
| 294 |
+
Epoch 8
|
| 295 |
+
2024-05-27 13:04:33,141 - INFO - [41984/42490] Loss : 0.9587
|
| 296 |
+
2024-05-27 13:04:34,071 - INFO - Test loss : 0.3811
|
| 297 |
+
2024-05-27 13:04:34,071 - INFO -
|
| 298 |
+
Epoch 9
|
| 299 |
+
2024-05-27 13:05:17,474 - INFO - [41984/42490] Loss : 0.9448
|
| 300 |
+
2024-05-27 13:05:18,458 - INFO - Test loss : 0.3912
|
| 301 |
+
2024-05-27 13:05:18,458 - INFO -
|
| 302 |
+
Epoch 10
|
| 303 |
+
2024-05-27 13:06:01,281 - INFO - [41984/42490] Loss : 0.9311
|
| 304 |
+
2024-05-27 13:06:02,364 - INFO - Test loss : 0.3860
|
| 305 |
+
2024-05-27 13:06:02,364 - INFO -
|
| 306 |
+
Epoch 11
|
| 307 |
+
2024-05-27 13:06:45,885 - INFO - [41984/42490] Loss : 0.9223
|
| 308 |
+
2024-05-27 13:06:46,859 - INFO - Test loss : 0.3884
|
| 309 |
+
2024-05-27 13:06:46,859 - INFO -
|
| 310 |
+
Epoch 12
|
| 311 |
+
2024-05-27 13:07:30,214 - INFO - [41984/42490] Loss : 0.9123
|
| 312 |
+
2024-05-27 13:07:31,201 - INFO - Test loss : 0.3824
|
| 313 |
+
2024-05-27 13:07:31,201 - INFO -
|
| 314 |
+
Epoch 13
|
| 315 |
+
2024-05-27 13:08:14,785 - INFO - [41984/42490] Loss : 0.9066
|
| 316 |
+
2024-05-27 13:08:15,786 - INFO - Test loss : 0.3870
|
| 317 |
+
2024-05-27 13:08:15,786 - INFO -
|
| 318 |
+
Epoch 14
|
| 319 |
+
2024-05-27 13:08:59,283 - INFO - [41984/42490] Loss : 0.8987
|
| 320 |
+
2024-05-27 13:09:00,284 - INFO - Test loss : 0.3827
|
| 321 |
+
2024-05-27 13:09:00,284 - INFO -
|
| 322 |
+
Epoch 15
|
| 323 |
+
2024-05-27 13:09:44,294 - INFO - [41984/42490] Loss : 0.8892
|
| 324 |
+
2024-05-27 13:09:45,112 - INFO - Test loss : 0.3840
|
| 325 |
+
2024-05-27 13:09:45,112 - INFO -
|
| 326 |
+
Epoch 16
|
| 327 |
+
2024-05-27 13:10:25,966 - INFO - [41984/42490] Loss : 0.8868
|
| 328 |
+
2024-05-27 13:10:26,925 - INFO - Test loss : 0.3836
|
| 329 |
+
2024-05-27 13:10:26,925 - INFO -
|
| 330 |
+
Epoch 17
|
| 331 |
+
2024-05-27 13:11:09,090 - INFO - [41984/42490] Loss : 0.8790
|
| 332 |
+
2024-05-27 13:11:10,015 - INFO - Test loss : 0.3933
|
| 333 |
+
2024-05-27 13:11:10,015 - INFO -
|
| 334 |
+
Epoch 18
|
| 335 |
+
2024-05-27 13:11:52,837 - INFO - [41984/42490] Loss : 0.8775
|
| 336 |
+
2024-05-27 13:11:53,821 - INFO - Test loss : 0.3836
|
| 337 |
+
2024-05-27 13:11:53,821 - INFO -
|
| 338 |
+
Epoch 19
|
| 339 |
+
2024-05-27 13:12:36,929 - INFO - [41984/42490] Loss : 0.8704
|
| 340 |
+
2024-05-27 13:12:37,883 - INFO - Test loss : 0.3863
|
| 341 |
+
2024-05-27 13:12:37,883 - INFO -
|
| 342 |
+
Epoch 20
|
| 343 |
+
2024-05-27 13:13:21,197 - INFO - [41984/42490] Loss : 0.8658
|
| 344 |
+
2024-05-27 13:13:22,170 - INFO - Test loss : 0.3853
|
| 345 |
+
2024-05-27 13:13:22,170 - INFO -
|
| 346 |
+
Epoch 21
|
| 347 |
+
2024-05-27 13:14:05,108 - INFO - [41984/42490] Loss : 0.8621
|
| 348 |
+
2024-05-27 13:14:05,603 - INFO - Test loss : 0.3870
|
| 349 |
+
2024-05-27 13:14:05,604 - INFO -
|
| 350 |
+
Epoch 22
|
| 351 |
+
2024-05-27 13:14:32,944 - INFO - [41984/42490] Loss : 0.8568
|
| 352 |
+
2024-05-27 13:14:33,017 - INFO - Test loss : 0.3851
|
| 353 |
+
2024-05-27 13:14:33,017 - INFO -
|
| 354 |
+
Epoch 23
|
| 355 |
+
2024-05-27 13:15:01,110 - INFO - [41984/42490] Loss : 0.8525
|
| 356 |
+
2024-05-27 13:15:01,852 - INFO - Test loss : 0.3859
|
| 357 |
+
2024-05-27 13:15:01,852 - INFO -
|
| 358 |
+
Epoch 24
|
| 359 |
+
2024-05-27 13:15:31,457 - INFO - [41984/42490] Loss : 0.8492
|
| 360 |
+
2024-05-27 13:15:32,215 - INFO - Test loss : 0.3903
|
| 361 |
+
2024-05-27 13:15:32,215 - INFO -
|
| 362 |
+
Epoch 25
|
| 363 |
+
2024-05-27 13:16:06,318 - INFO - [41984/42490] Loss : 0.8475
|
| 364 |
+
2024-05-27 13:16:07,325 - INFO - Test loss : 0.3983
|
| 365 |
+
2024-05-27 13:16:07,325 - INFO -
|
| 366 |
+
Epoch 26
|
| 367 |
+
2024-05-27 13:16:50,755 - INFO - [41984/42490] Loss : 0.8445
|
| 368 |
+
2024-05-27 13:16:51,777 - INFO - Test loss : 0.3977
|
| 369 |
+
2024-05-27 13:16:51,784 - INFO -
|
| 370 |
+
Epoch 27
|
| 371 |
+
2024-05-27 13:17:37,373 - INFO - [41984/42490] Loss : 0.8398
|
| 372 |
+
2024-05-27 13:17:38,399 - INFO - Test loss : 0.3966
|
| 373 |
+
2024-05-27 13:17:38,399 - INFO -
|
| 374 |
+
Epoch 28
|
| 375 |
+
2024-05-27 13:18:19,708 - INFO - [41984/42490] Loss : 0.8399
|
| 376 |
+
2024-05-27 13:18:20,664 - INFO - Test loss : 0.4007
|
| 377 |
+
2024-05-27 13:18:20,664 - INFO -
|
| 378 |
+
Epoch 29
|
| 379 |
+
2024-05-27 13:19:03,441 - INFO - [41984/42490] Loss : 0.8358
|
| 380 |
+
2024-05-27 13:19:04,515 - INFO - Test loss : 0.3991
|
| 381 |
+
2024-05-27 13:19:04,516 - INFO - Saving output model to ../models/rbf/model_birdsnap_ebird_meta_rbf_inception_v3_0.0005_64_0.0005000_1_512_200_2.0.pth.tar
|
| 382 |
+
2024-05-27 13:19:04,584 - INFO - Saving output model to ../models/rbf/model_birdsnap_ebird_meta_rbf_inception_v3_0.0005_64_0.0005000_1_512_200_2.0.pth.tar
|
| 383 |
+
2024-05-27 13:19:04,628 - INFO -
|
| 384 |
+
No prior
|
| 385 |
+
2024-05-27 13:19:04,629 - INFO - (2262,)
|
| 386 |
+
2024-05-27 13:19:04,687 - INFO - Split ID: 0
|
| 387 |
+
2024-05-27 13:19:04,687 - INFO - Top 1 acc (%): 70.07
|
| 388 |
+
2024-05-27 13:19:04,687 - INFO - Top 3 acc (%): 86.6
|
| 389 |
+
2024-05-27 13:19:04,687 - INFO - Top 5 acc (%): 90.05
|
| 390 |
+
2024-05-27 13:19:04,687 - INFO - Top 10 acc (%): 92.88
|
| 391 |
+
2024-05-27 13:19:07,605 - INFO - Split ID: 0
|
| 392 |
+
2024-05-27 13:19:07,605 - INFO - Top 1 acc (%): 79.58
|
| 393 |
+
2024-05-27 13:19:07,605 - INFO - Top 3 acc (%): 91.38
|
| 394 |
+
2024-05-27 13:19:07,605 - INFO - Top 5 acc (%): 93.63
|
| 395 |
+
2024-05-27 13:19:07,605 - INFO - Top 10 acc (%): 95.76
|
| 396 |
+
2024-05-27 13:19:07,605 - INFO -
|
| 397 |
+
Only rbf
|
| 398 |
+
2024-05-27 13:19:07,605 - INFO - Model : model_birdsnap_ebird_meta_rbf_inception_v3_0.0005_64_0.0005000_1_512_200_2.0.pth.tar
|
| 399 |
+
2024-05-27 13:19:07,643 - INFO - (980,)
|
| 400 |
+
2024-05-27 13:19:07,683 - INFO - Split ID: 0
|
| 401 |
+
2024-05-27 13:19:07,685 - INFO - Top 1 LocEnc acc (%): 5.71
|
| 402 |
+
2024-05-27 13:19:07,685 - INFO - Top 3 LocEnc acc (%): 11.12
|
| 403 |
+
2024-05-27 13:19:07,685 - INFO - Top 5 LocEnc acc (%): 16.73
|
| 404 |
+
2024-05-27 13:19:07,685 - INFO - Top 10 LocEnc acc (%): 26.43
|
| 405 |
+
2024-06-02 01:23:44,714 - INFO -
|
| 406 |
+
num_classes 500
|
| 407 |
+
2024-06-02 01:23:44,715 - INFO - num train 42490
|
| 408 |
+
2024-06-02 01:23:44,715 - INFO - num val 980
|
| 409 |
+
2024-06-02 01:23:44,715 - INFO - train loss full_loss
|
| 410 |
+
2024-06-02 01:23:44,715 - INFO - model name ../models/rbf/model_birdsnap_ebird_meta_rbf_inception_v3_0.0005_64_0.0005000_1_512_200_2.0.pth.tar
|
| 411 |
+
2024-06-02 01:23:44,715 - INFO - num users 5763
|
| 412 |
+
2024-06-02 01:23:44,715 - INFO - meta data ebird_meta
|
| 413 |
+
2024-06-02 01:23:45,263 - INFO - Saving output model to ../models/rbf/model_birdsnap_ebird_meta_rbf_inception_v3_0.0005_64_0.0005000_1_512_200_2.0.pth.tar
|
| 414 |
+
2024-06-02 01:23:45,279 - INFO - Saving output model to ../models/rbf/model_birdsnap_ebird_meta_rbf_inception_v3_0.0005_64_0.0005000_1_512_200_2.0.pth.tar
|
| 415 |
+
2024-06-02 01:23:45,311 - INFO -
|
| 416 |
+
No prior
|
| 417 |
+
2024-06-02 01:23:45,312 - INFO - (2262,)
|
| 418 |
+
2024-06-02 01:23:45,432 - INFO - Save results to ../eval_results/eval_birdsnap_ebird_meta_test_no_prior.csv
|
| 419 |
+
2024-06-02 01:23:45,432 - INFO - Split ID: 0
|
| 420 |
+
2024-06-02 01:23:45,432 - INFO - Top 1 acc (%): 70.07
|
| 421 |
+
2024-06-02 01:23:45,432 - INFO - Top 3 acc (%): 86.6
|
| 422 |
+
2024-06-02 01:23:45,432 - INFO - Top 5 acc (%): 90.05
|
| 423 |
+
2024-06-02 01:23:45,432 - INFO - Top 10 acc (%): 92.88
|
| 424 |
+
2024-06-02 01:23:47,806 - INFO - Split ID: 0
|
| 425 |
+
2024-06-02 01:23:47,806 - INFO - Top 1 acc (%): 70.25
|
| 426 |
+
2024-06-02 01:23:47,806 - INFO - Top 3 acc (%): 86.21
|
| 427 |
+
2024-06-02 01:23:47,806 - INFO - Top 5 acc (%): 89.92
|
| 428 |
+
2024-06-02 01:23:47,806 - INFO - Top 10 acc (%): 93.15
|
| 429 |
+
2024-06-02 01:23:47,806 - INFO -
|
| 430 |
+
rbf
|
| 431 |
+
2024-06-02 01:23:47,806 - INFO - Model : model_birdsnap_ebird_meta_rbf_inception_v3_0.0005_64_0.0005000_1_512_200_2.0.pth.tar
|
| 432 |
+
2024-06-02 01:23:48,198 - INFO - (980,)
|
| 433 |
+
2024-06-02 01:23:48,235 - INFO - Split ID: 0
|
| 434 |
+
2024-06-02 01:23:48,236 - INFO - Top 1 LocEnc acc (%): 0.61
|
| 435 |
+
2024-06-02 01:23:48,236 - INFO - Top 3 LocEnc acc (%): 1.02
|
| 436 |
+
2024-06-02 01:23:48,236 - INFO - Top 5 LocEnc acc (%): 1.43
|
| 437 |
+
2024-06-02 01:23:48,236 - INFO - Top 10 LocEnc acc (%): 2.35
|