/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale/shell_scripts
Sat Jul  6 14:59:18 EDT 2019
Now testing Resnet152, lr=0.0009
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5208>
epoch_0.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1301.0
Correctly Identified as Whales: 16.0
Misidentified as Water: 2.0
Misidentified as Whales: 89.0
prec: 0.998465, recall: 0.935971
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a50b8>
epoch_1.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1244.0
Correctly Identified as Whales: 18.0
Misidentified as Water: 0.0
Misidentified as Whales: 146.0
prec: 1.000000, recall: 0.894964
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a4160>
epoch_2.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1241.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 1.0
Misidentified as Whales: 149.0
prec: 0.999195, recall: 0.892806
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe182550>
epoch_3.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1242.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 1.0
Misidentified as Whales: 148.0
prec: 0.999195, recall: 0.893525
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe182630>
epoch_4.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1230.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 1.0
Misidentified as Whales: 160.0
prec: 0.999188, recall: 0.884892
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5208>
epoch_5.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1301.0
Correctly Identified as Whales: 13.0
Misidentified as Water: 5.0
Misidentified as Whales: 89.0
prec: 0.996172, recall: 0.935971
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5048>
epoch_6.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1180.0
Correctly Identified as Whales: 16.0
Misidentified as Water: 2.0
Misidentified as Whales: 210.0
prec: 0.998308, recall: 0.848921
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a41d0>
epoch_7.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1244.0
Correctly Identified as Whales: 16.0
Misidentified as Water: 2.0
Misidentified as Whales: 146.0
prec: 0.998395, recall: 0.894964
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5198>
epoch_8.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1253.0
Correctly Identified as Whales: 16.0
Misidentified as Water: 2.0
Misidentified as Whales: 137.0
prec: 0.998406, recall: 0.901439
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5208>
epoch_9.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1205.0
Correctly Identified as Whales: 16.0
Misidentified as Water: 2.0
Misidentified as Whales: 185.0
prec: 0.998343, recall: 0.866906
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a4198>
epoch_10.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1270.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 120.0
prec: 0.997643, recall: 0.913669
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5160>
epoch_11.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1251.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 139.0
prec: 0.997608, recall: 0.900000
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5198>
epoch_12.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1259.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 131.0
prec: 0.997623, recall: 0.905755
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a9198>
epoch_13.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1222.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 168.0
prec: 0.997551, recall: 0.879137
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5198>
epoch_14.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1250.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 140.0
prec: 0.997606, recall: 0.899281
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a50b8>
epoch_15.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1236.0
Correctly Identified as Whales: 16.0
Misidentified as Water: 2.0
Misidentified as Whales: 154.0
prec: 0.998384, recall: 0.889209
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5198>
epoch_16.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1258.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 132.0
prec: 0.997621, recall: 0.905036
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a4208>
epoch_17.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1245.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 145.0
prec: 0.997596, recall: 0.895683
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe181668>
epoch_18.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1209.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 181.0
prec: 0.997525, recall: 0.869784
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5128>
epoch_19.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1240.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 150.0
prec: 0.997586, recall: 0.892086
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1823c8>
epoch_20.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1259.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 131.0
prec: 0.997623, recall: 0.905755
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1825c0>
epoch_21.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1247.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 143.0
prec: 0.997600, recall: 0.897122
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe181630>
epoch_22.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1236.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 154.0
prec: 0.997579, recall: 0.889209
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5160>
epoch_23.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1242.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 148.0
prec: 0.997590, recall: 0.893525
Testing finished at:
Sat Jul  6 15:14:29 EDT 2019
Now testing Resnet152, lr=0.0008
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5160>
epoch_0.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1356.0
Correctly Identified as Whales: 14.0
Misidentified as Water: 4.0
Misidentified as Whales: 34.0
prec: 0.997059, recall: 0.975540
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5128>
epoch_1.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1292.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 1.0
Misidentified as Whales: 98.0
prec: 0.999227, recall: 0.929496
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5198>
epoch_2.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1295.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 95.0
prec: 0.997689, recall: 0.931655
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a4048>
epoch_3.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1202.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 1.0
Misidentified as Whales: 188.0
prec: 0.999169, recall: 0.864748
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a51d0>
epoch_4.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1262.0
Correctly Identified as Whales: 18.0
Misidentified as Water: 0.0
Misidentified as Whales: 128.0
prec: 1.000000, recall: 0.907914
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a91d0>
epoch_5.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1199.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 1.0
Misidentified as Whales: 191.0
prec: 0.999167, recall: 0.862590
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe182400>
epoch_6.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1359.0
Correctly Identified as Whales: 14.0
Misidentified as Water: 4.0
Misidentified as Whales: 31.0
prec: 0.997065, recall: 0.977698
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe181668>
epoch_7.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1304.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 86.0
prec: 0.997705, recall: 0.938129
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5208>
epoch_8.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1299.0
Correctly Identified as Whales: 16.0
Misidentified as Water: 2.0
Misidentified as Whales: 91.0
prec: 0.998463, recall: 0.934532
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5278>
epoch_9.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1281.0
Correctly Identified as Whales: 16.0
Misidentified as Water: 2.0
Misidentified as Whales: 109.0
prec: 0.998441, recall: 0.921583
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5048>
epoch_10.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1283.0
Correctly Identified as Whales: 16.0
Misidentified as Water: 2.0
Misidentified as Whales: 107.0
prec: 0.998444, recall: 0.923022
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5208>
epoch_11.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1303.0
Correctly Identified as Whales: 16.0
Misidentified as Water: 2.0
Misidentified as Whales: 87.0
prec: 0.998467, recall: 0.937410
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a4198>
epoch_12.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1314.0
Correctly Identified as Whales: 16.0
Misidentified as Water: 2.0
Misidentified as Whales: 76.0
prec: 0.998480, recall: 0.945324
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a51d0>
epoch_13.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1304.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 86.0
prec: 0.997705, recall: 0.938129
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5160>
epoch_14.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1293.0
Correctly Identified as Whales: 16.0
Misidentified as Water: 2.0
Misidentified as Whales: 97.0
prec: 0.998456, recall: 0.930216
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5208>
epoch_15.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1289.0
Correctly Identified as Whales: 16.0
Misidentified as Water: 2.0
Misidentified as Whales: 101.0
prec: 0.998451, recall: 0.927338
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5160>
epoch_16.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1282.0
Correctly Identified as Whales: 16.0
Misidentified as Water: 2.0
Misidentified as Whales: 108.0
prec: 0.998442, recall: 0.922302
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5208>
epoch_17.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1295.0
Correctly Identified as Whales: 16.0
Misidentified as Water: 2.0
Misidentified as Whales: 95.0
prec: 0.998458, recall: 0.931655
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a51d0>
epoch_18.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1281.0
Correctly Identified as Whales: 16.0
Misidentified as Water: 2.0
Misidentified as Whales: 109.0
prec: 0.998441, recall: 0.921583
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a9198>
epoch_19.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1294.0
Correctly Identified as Whales: 16.0
Misidentified as Water: 2.0
Misidentified as Whales: 96.0
prec: 0.998457, recall: 0.930935
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5198>
epoch_20.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1293.0
Correctly Identified as Whales: 16.0
Misidentified as Water: 2.0
Misidentified as Whales: 97.0
prec: 0.998456, recall: 0.930216
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a51d0>
epoch_21.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1284.0
Correctly Identified as Whales: 16.0
Misidentified as Water: 2.0
Misidentified as Whales: 106.0
prec: 0.998445, recall: 0.923741
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5208>
epoch_22.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1284.0
Correctly Identified as Whales: 16.0
Misidentified as Water: 2.0
Misidentified as Whales: 106.0
prec: 0.998445, recall: 0.923741
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5128>
epoch_23.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1275.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 1.0
Misidentified as Whales: 115.0
prec: 0.999216, recall: 0.917266
testing finished at:
Sat Jul  6 15:29:37 EDT 2019
Now testing Resnet152, lr=0.007
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a40b8>
epoch_0.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1240.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 1.0
Misidentified as Whales: 150.0
prec: 0.999194, recall: 0.892086
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5198>
epoch_1.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1334.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 1.0
Misidentified as Whales: 56.0
prec: 0.999251, recall: 0.959712
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5128>
epoch_2.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1302.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 88.0
prec: 0.997701, recall: 0.936691
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5208>
epoch_3.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1273.0
Correctly Identified as Whales: 14.0
Misidentified as Water: 4.0
Misidentified as Whales: 117.0
prec: 0.996868, recall: 0.915827
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5208>
epoch_4.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1333.0
Correctly Identified as Whales: 14.0
Misidentified as Water: 4.0
Misidentified as Whales: 57.0
prec: 0.997008, recall: 0.958993
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5160>
epoch_5.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1196.0
Correctly Identified as Whales: 18.0
Misidentified as Water: 0.0
Misidentified as Whales: 194.0
prec: 1.000000, recall: 0.860432
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a9048>
epoch_6.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1274.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 116.0
prec: 0.997651, recall: 0.916547
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1823c8>
epoch_7.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1305.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 85.0
prec: 0.997706, recall: 0.938849
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a51d0>
epoch_8.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1313.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 77.0
prec: 0.997720, recall: 0.944604
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a51d0>
epoch_9.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1306.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 84.0
prec: 0.997708, recall: 0.939568
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a41d0>
epoch_10.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1298.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 92.0
prec: 0.997694, recall: 0.933813
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5208>
epoch_11.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1311.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 79.0
prec: 0.997717, recall: 0.943165
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a91d0>
epoch_12.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1313.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 77.0
prec: 0.997720, recall: 0.944604
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a4198>
epoch_13.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1299.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 91.0
prec: 0.997696, recall: 0.934532
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a9160>
epoch_14.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1292.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 98.0
prec: 0.997683, recall: 0.929496
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe181630>
epoch_15.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1304.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 86.0
prec: 0.997705, recall: 0.938129
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a4160>
epoch_16.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1296.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 94.0
prec: 0.997691, recall: 0.932374
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5048>
epoch_17.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1297.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 93.0
prec: 0.997692, recall: 0.933094
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a51d0>
epoch_18.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1307.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 83.0
prec: 0.997710, recall: 0.940288
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5278>
epoch_19.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1303.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 87.0
prec: 0.997703, recall: 0.937410
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5160>
epoch_20.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1308.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 82.0
prec: 0.997712, recall: 0.941007
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaaf77dea58>
epoch_21.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1312.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 78.0
prec: 0.997719, recall: 0.943885
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5198>
epoch_22.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1304.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 86.0
prec: 0.997705, recall: 0.938129
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5240>
epoch_23.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1290.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 100.0
prec: 0.997680, recall: 0.928058
testing done at:
Sat Jul  6 15:44:44 EDT 2019
Now testing resnet152, lr=0.0006
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe182630>
epoch_0.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1200.0
Correctly Identified as Whales: 18.0
Misidentified as Water: 0.0
Misidentified as Whales: 190.0
prec: 1.000000, recall: 0.863309
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a6160>
epoch_1.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1226.0
Correctly Identified as Whales: 18.0
Misidentified as Water: 0.0
Misidentified as Whales: 164.0
prec: 1.000000, recall: 0.882014
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1824e0>
epoch_2.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1299.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 91.0
prec: 0.997696, recall: 0.934532
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a50b8>
epoch_3.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1260.0
Correctly Identified as Whales: 14.0
Misidentified as Water: 4.0
Misidentified as Whales: 130.0
prec: 0.996835, recall: 0.906475
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a61d0>
epoch_4.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1335.0
Correctly Identified as Whales: 14.0
Misidentified as Water: 4.0
Misidentified as Whales: 55.0
prec: 0.997013, recall: 0.960432
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1825f8>
epoch_5.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1274.0
Correctly Identified as Whales: 14.0
Misidentified as Water: 4.0
Misidentified as Whales: 116.0
prec: 0.996870, recall: 0.916547
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1816a0>
epoch_6.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1305.0
Correctly Identified as Whales: 14.0
Misidentified as Water: 4.0
Misidentified as Whales: 85.0
prec: 0.996944, recall: 0.938849
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a50b8>
epoch_7.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1300.0
Correctly Identified as Whales: 14.0
Misidentified as Water: 4.0
Misidentified as Whales: 90.0
prec: 0.996933, recall: 0.935252
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe182588>
epoch_8.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1303.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 87.0
prec: 0.997703, recall: 0.937410
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a51d0>
epoch_9.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1289.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 1.0
Misidentified as Whales: 101.0
prec: 0.999225, recall: 0.927338
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe182668>
epoch_10.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1293.0
Correctly Identified as Whales: 18.0
Misidentified as Water: 0.0
Misidentified as Whales: 97.0
prec: 1.000000, recall: 0.930216
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe181668>
epoch_11.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1297.0
Correctly Identified as Whales: 18.0
Misidentified as Water: 0.0
Misidentified as Whales: 93.0
prec: 1.000000, recall: 0.933094
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a4080>
epoch_12.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1303.0
Correctly Identified as Whales: 18.0
Misidentified as Water: 0.0
Misidentified as Whales: 87.0
prec: 1.000000, recall: 0.937410
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5128>
epoch_13.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1301.0
Correctly Identified as Whales: 18.0
Misidentified as Water: 0.0
Misidentified as Whales: 89.0
prec: 1.000000, recall: 0.935971
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a51d0>
epoch_14.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1300.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 1.0
Misidentified as Whales: 90.0
prec: 0.999231, recall: 0.935252
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a4048>
epoch_15.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1302.0
Correctly Identified as Whales: 14.0
Misidentified as Water: 4.0
Misidentified as Whales: 88.0
prec: 0.996937, recall: 0.936691
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5208>
epoch_16.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1295.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 1.0
Misidentified as Whales: 95.0
prec: 0.999228, recall: 0.931655
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a4048>
epoch_17.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1295.0
Correctly Identified as Whales: 18.0
Misidentified as Water: 0.0
Misidentified as Whales: 95.0
prec: 1.000000, recall: 0.931655
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5160>
epoch_18.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1300.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 1.0
Misidentified as Whales: 90.0
prec: 0.999231, recall: 0.935252
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5160>
epoch_19.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1290.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 1.0
Misidentified as Whales: 100.0
prec: 0.999225, recall: 0.928058
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe181630>
epoch_20.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1297.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 1.0
Misidentified as Whales: 93.0
prec: 0.999230, recall: 0.933094
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaaf469beb8>
epoch_21.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1300.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 1.0
Misidentified as Whales: 90.0
prec: 0.999231, recall: 0.935252
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a51d0>
epoch_22.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1304.0
Correctly Identified as Whales: 16.0
Misidentified as Water: 2.0
Misidentified as Whales: 86.0
prec: 0.998469, recall: 0.938129
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaaf809c9b0>
epoch_23.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1299.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 1.0
Misidentified as Whales: 91.0
prec: 0.999231, recall: 0.934532
testing done at:
Sat Jul  6 15:59:48 EDT 2019
now testing resnet152, lr=0.0005
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaaf6d6f4a8>
epoch_0.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1175.0
Correctly Identified as Whales: 16.0
Misidentified as Water: 2.0
Misidentified as Whales: 215.0
prec: 0.998301, recall: 0.845324
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafd40a080>
epoch_1.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1178.0
Correctly Identified as Whales: 18.0
Misidentified as Water: 0.0
Misidentified as Whales: 212.0
prec: 1.000000, recall: 0.847482
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafd40b198>
epoch_2.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1108.0
Correctly Identified as Whales: 18.0
Misidentified as Water: 0.0
Misidentified as Whales: 282.0
prec: 1.000000, recall: 0.797122
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafd40a160>
epoch_3.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1263.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 127.0
prec: 0.997630, recall: 0.908633
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafd3e8588>
epoch_4.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1315.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 75.0
prec: 0.997724, recall: 0.946043
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafd40b160>
epoch_5.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1321.0
Correctly Identified as Whales: 14.0
Misidentified as Water: 4.0
Misidentified as Whales: 69.0
prec: 0.996981, recall: 0.950360
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafd3e9518>
epoch_6.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1295.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 1.0
Misidentified as Whales: 95.0
prec: 0.999228, recall: 0.931655
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafd3e8470>
epoch_7.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1218.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 1.0
Misidentified as Whales: 172.0
prec: 0.999180, recall: 0.876259
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafd3e85c0>
epoch_8.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1206.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 1.0
Misidentified as Whales: 184.0
prec: 0.999171, recall: 0.867626
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafd40b1d0>
epoch_9.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1224.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 1.0
Misidentified as Whales: 166.0
prec: 0.999184, recall: 0.880576
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafd40a160>
epoch_10.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1184.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 1.0
Misidentified as Whales: 206.0
prec: 0.999156, recall: 0.851799
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafd40f198>
epoch_11.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1192.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 1.0
Misidentified as Whales: 198.0
prec: 0.999162, recall: 0.857554
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafd3e85c0>
epoch_12.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1186.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 1.0
Misidentified as Whales: 204.0
prec: 0.999158, recall: 0.853237
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafd40a198>
epoch_13.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1244.0
Correctly Identified as Whales: 16.0
Misidentified as Water: 2.0
Misidentified as Whales: 146.0
prec: 0.998395, recall: 0.894964
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafd40a128>
epoch_14.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1233.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 1.0
Misidentified as Whales: 157.0
prec: 0.999190, recall: 0.887050
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafd40a128>
epoch_15.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1235.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 1.0
Misidentified as Whales: 155.0
prec: 0.999191, recall: 0.888489
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafd3e65c0>
epoch_16.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1221.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 1.0
Misidentified as Whales: 169.0
prec: 0.999182, recall: 0.878417
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafd40f198>
epoch_17.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1239.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 1.0
Misidentified as Whales: 151.0
prec: 0.999194, recall: 0.891367
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafd40b080>
epoch_18.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1222.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 1.0
Misidentified as Whales: 168.0
prec: 0.999182, recall: 0.879137
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafd40a080>
epoch_19.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1206.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 1.0
Misidentified as Whales: 184.0
prec: 0.999171, recall: 0.867626
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafd40a240>
epoch_20.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1221.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 1.0
Misidentified as Whales: 169.0
prec: 0.999182, recall: 0.878417
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafd40b240>
epoch_21.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1255.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 1.0
Misidentified as Whales: 135.0
prec: 0.999204, recall: 0.902878
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafd40b080>
epoch_22.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1192.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 1.0
Misidentified as Whales: 198.0
prec: 0.999162, recall: 0.857554
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafd40b1d0>
epoch_23.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1208.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 1.0
Misidentified as Whales: 182.0
prec: 0.999173, recall: 0.869065
testing done at:
Sat Jul  6 16:14:50 EDT 2019
