/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale/shell_scripts
Sat Jul  6 17:59:15 EDT 2019
Testing LR= 0.0009, 0.0008, 0.0007, 0.0006, 0.0005
Now testing Resnet152, lr=0.0009
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1825f8>
epoch_0.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1299.0
Correctly Identified as Whales: 30.0
Misidentified as Water: 2.0
Misidentified as Whales: 89.0
prec: 0.998463, recall: 0.935879
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a51d0>
epoch_1.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1242.0
Correctly Identified as Whales: 32.0
Misidentified as Water: 0.0
Misidentified as Whales: 146.0
prec: 1.000000, recall: 0.894813
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a51d0>
epoch_2.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1239.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 149.0
prec: 0.999194, recall: 0.892651
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5160>
epoch_3.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1240.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 148.0
prec: 0.999194, recall: 0.893372
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a9128>
epoch_4.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1228.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 160.0
prec: 0.999186, recall: 0.884726
../../whale/new_pansharp/test
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: 1299.0
Correctly Identified as Whales: 27.0
Misidentified as Water: 5.0
Misidentified as Whales: 89.0
prec: 0.996166, recall: 0.935879
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a51d0>
epoch_6.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1178.0
Correctly Identified as Whales: 30.0
Misidentified as Water: 2.0
Misidentified as Whales: 210.0
prec: 0.998305, recall: 0.848703
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a6160>
epoch_7.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1243.0
Correctly Identified as Whales: 30.0
Misidentified as Water: 2.0
Misidentified as Whales: 145.0
prec: 0.998394, recall: 0.895533
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a6160>
epoch_8.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1252.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 2.0
Misidentified as Whales: 137.0
prec: 0.998405, recall: 0.901368
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5198>
epoch_9.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1203.0
Correctly Identified as Whales: 30.0
Misidentified as Water: 2.0
Misidentified as Whales: 185.0
prec: 0.998340, recall: 0.866715
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5198>
epoch_10.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1268.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 120.0
prec: 0.997640, recall: 0.913545
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5240>
epoch_11.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1249.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 139.0
prec: 0.997604, recall: 0.899856
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5080>
epoch_12.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1257.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 131.0
prec: 0.997619, recall: 0.905620
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a6160>
epoch_13.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1220.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 168.0
prec: 0.997547, recall: 0.878963
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5240>
epoch_14.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1248.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 140.0
prec: 0.997602, recall: 0.899135
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a51d0>
epoch_15.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1234.0
Correctly Identified as Whales: 30.0
Misidentified as Water: 2.0
Misidentified as Whales: 154.0
prec: 0.998382, recall: 0.889049
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a6240>
epoch_16.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1256.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 132.0
prec: 0.997617, recall: 0.904899
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5160>
epoch_17.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1243.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 145.0
prec: 0.997592, recall: 0.895533
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a40b8>
epoch_18.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1207.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 181.0
prec: 0.997521, recall: 0.869597
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5240>
epoch_19.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1240.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 150.0
prec: 0.997586, recall: 0.892086
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a90b8>
epoch_20.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1259.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 131.0
prec: 0.997623, recall: 0.905755
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a4160>
epoch_21.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1247.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 143.0
prec: 0.997600, recall: 0.897122
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a4240>
epoch_22.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1236.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 154.0
prec: 0.997579, recall: 0.889209
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a51d0>
epoch_23.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1242.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 148.0
prec: 0.997590, recall: 0.893525
Testing finished at:
Sat Jul  6 18:17:37 EDT 2019
Now testing Resnet152, lr=0.0008
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a41d0>
epoch_0.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1356.0
Correctly Identified as Whales: 27.0
Misidentified as Water: 5.0
Misidentified as Whales: 34.0
prec: 0.996326, recall: 0.975540
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe182550>
epoch_1.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1292.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 98.0
prec: 0.999227, recall: 0.929496
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a51d0>
epoch_2.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1295.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 95.0
prec: 0.997689, recall: 0.931655
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5128>
epoch_3.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1202.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 188.0
prec: 0.999169, recall: 0.864748
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5198>
epoch_4.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1262.0
Correctly Identified as Whales: 32.0
Misidentified as Water: 0.0
Misidentified as Whales: 128.0
prec: 1.000000, recall: 0.907914
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a51d0>
epoch_5.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1199.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 191.0
prec: 0.999167, recall: 0.862590
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a91d0>
epoch_6.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1359.0
Correctly Identified as Whales: 28.0
Misidentified as Water: 4.0
Misidentified as Whales: 31.0
prec: 0.997065, recall: 0.977698
../../whale/new_pansharp/test
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: 1304.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 86.0
prec: 0.997705, recall: 0.938129
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1816a0>
epoch_8.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1299.0
Correctly Identified as Whales: 30.0
Misidentified as Water: 2.0
Misidentified as Whales: 91.0
prec: 0.998463, recall: 0.934532
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a81d0>
epoch_9.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1281.0
Correctly Identified as Whales: 30.0
Misidentified as Water: 2.0
Misidentified as Whales: 109.0
prec: 0.998441, recall: 0.921583
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaaf7ab27f0>
epoch_10.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1283.0
Correctly Identified as Whales: 30.0
Misidentified as Water: 2.0
Misidentified as Whales: 107.0
prec: 0.998444, recall: 0.923022
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a91d0>
epoch_11.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1303.0
Correctly Identified as Whales: 30.0
Misidentified as Water: 2.0
Misidentified as Whales: 87.0
prec: 0.998467, recall: 0.937410
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5240>
epoch_12.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1314.0
Correctly Identified as Whales: 30.0
Misidentified as Water: 2.0
Misidentified as Whales: 76.0
prec: 0.998480, recall: 0.945324
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a4048>
epoch_13.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1304.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 86.0
prec: 0.997705, recall: 0.938129
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a6198>
epoch_14.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1293.0
Correctly Identified as Whales: 30.0
Misidentified as Water: 2.0
Misidentified as Whales: 97.0
prec: 0.998456, recall: 0.930216
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5080>
epoch_15.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1289.0
Correctly Identified as Whales: 30.0
Misidentified as Water: 2.0
Misidentified as Whales: 101.0
prec: 0.998451, recall: 0.927338
../../whale/new_pansharp/test
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: 1282.0
Correctly Identified as Whales: 30.0
Misidentified as Water: 2.0
Misidentified as Whales: 108.0
prec: 0.998442, recall: 0.922302
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5080>
epoch_17.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1295.0
Correctly Identified as Whales: 30.0
Misidentified as Water: 2.0
Misidentified as Whales: 95.0
prec: 0.998458, recall: 0.931655
../../whale/new_pansharp/test
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: 1281.0
Correctly Identified as Whales: 30.0
Misidentified as Water: 2.0
Misidentified as Whales: 109.0
prec: 0.998441, recall: 0.921583
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5198>
epoch_19.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1294.0
Correctly Identified as Whales: 30.0
Misidentified as Water: 2.0
Misidentified as Whales: 96.0
prec: 0.998457, recall: 0.930935
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5128>
epoch_20.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1293.0
Correctly Identified as Whales: 30.0
Misidentified as Water: 2.0
Misidentified as Whales: 97.0
prec: 0.998456, recall: 0.930216
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaaf64ef710>
epoch_21.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1284.0
Correctly Identified as Whales: 30.0
Misidentified as Water: 2.0
Misidentified as Whales: 106.0
prec: 0.998445, recall: 0.923741
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a9160>
epoch_22.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1284.0
Correctly Identified as Whales: 30.0
Misidentified as Water: 2.0
Misidentified as Whales: 106.0
prec: 0.998445, recall: 0.923741
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a51d0>
epoch_23.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1275.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 115.0
prec: 0.999216, recall: 0.917266
Testing finished at:
Sat Jul  6 18:35:04 EDT 2019
Now testing Resnet152, lr=0.0007
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a51d0>
epoch_0.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1240.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 150.0
prec: 0.999194, recall: 0.892086
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a31d0>
epoch_1.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1334.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 56.0
prec: 0.999251, recall: 0.959712
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a81d0>
epoch_2.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1302.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 88.0
prec: 0.997701, recall: 0.936691
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a51d0>
epoch_3.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1273.0
Correctly Identified as Whales: 28.0
Misidentified as Water: 4.0
Misidentified as Whales: 117.0
prec: 0.996868, recall: 0.915827
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5048>
epoch_4.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1333.0
Correctly Identified as Whales: 28.0
Misidentified as Water: 4.0
Misidentified as Whales: 57.0
prec: 0.997008, recall: 0.958993
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a4198>
epoch_5.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1196.0
Correctly Identified as Whales: 32.0
Misidentified as Water: 0.0
Misidentified as Whales: 194.0
prec: 1.000000, recall: 0.860432
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a9208>
epoch_6.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1274.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 116.0
prec: 0.997651, recall: 0.916547
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5198>
epoch_7.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1305.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 85.0
prec: 0.997706, recall: 0.938849
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaaf77dfba8>
epoch_8.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1313.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 77.0
prec: 0.997720, recall: 0.944604
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a9160>
epoch_9.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1306.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 84.0
prec: 0.997708, recall: 0.939568
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5160>
epoch_10.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1298.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 92.0
prec: 0.997694, recall: 0.933813
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a4160>
epoch_11.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1311.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 79.0
prec: 0.997717, recall: 0.943165
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a51d0>
epoch_12.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1313.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 77.0
prec: 0.997720, recall: 0.944604
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a80b8>
epoch_13.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1299.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 91.0
prec: 0.997696, recall: 0.934532
../../whale/new_pansharp/test
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: 1292.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 98.0
prec: 0.997683, recall: 0.929496
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5048>
epoch_15.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1304.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 86.0
prec: 0.997705, recall: 0.938129
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a9208>
epoch_16.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1296.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 94.0
prec: 0.997691, recall: 0.932374
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a51d0>
epoch_17.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1297.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 93.0
prec: 0.997692, recall: 0.933094
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5198>
epoch_18.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1307.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 83.0
prec: 0.997710, recall: 0.940288
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a90b8>
epoch_19.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1303.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 87.0
prec: 0.997703, recall: 0.937410
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a4080>
epoch_20.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1308.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 82.0
prec: 0.997712, recall: 0.941007
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe182588>
epoch_21.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1312.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 78.0
prec: 0.997719, recall: 0.943885
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5160>
epoch_22.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1304.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 86.0
prec: 0.997705, recall: 0.938129
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1c9198>
epoch_23.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1290.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 100.0
prec: 0.997680, recall: 0.928058
Testing finished at:
Sat Jul  6 18:52:13 EDT 2019
Now testing Resnet152, lr=0.0006
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a9160>
epoch_0.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1200.0
Correctly Identified as Whales: 32.0
Misidentified as Water: 0.0
Misidentified as Whales: 190.0
prec: 1.000000, recall: 0.863309
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a4198>
epoch_1.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1226.0
Correctly Identified as Whales: 32.0
Misidentified as Water: 0.0
Misidentified as Whales: 164.0
prec: 1.000000, recall: 0.882014
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe182630>
epoch_2.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1299.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 91.0
prec: 0.997696, recall: 0.934532
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a4240>
epoch_3.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1260.0
Correctly Identified as Whales: 28.0
Misidentified as Water: 4.0
Misidentified as Whales: 130.0
prec: 0.996835, recall: 0.906475
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a50b8>
epoch_4.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1335.0
Correctly Identified as Whales: 28.0
Misidentified as Water: 4.0
Misidentified as Whales: 55.0
prec: 0.997013, recall: 0.960432
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1c9048>
epoch_5.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1274.0
Correctly Identified as Whales: 28.0
Misidentified as Water: 4.0
Misidentified as Whales: 116.0
prec: 0.996870, recall: 0.916547
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5240>
epoch_6.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1305.0
Correctly Identified as Whales: 28.0
Misidentified as Water: 4.0
Misidentified as Whales: 85.0
prec: 0.996944, recall: 0.938849
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5160>
epoch_7.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1300.0
Correctly Identified as Whales: 28.0
Misidentified as Water: 4.0
Misidentified as Whales: 90.0
prec: 0.996933, recall: 0.935252
../../whale/new_pansharp/test
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: 1303.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 87.0
prec: 0.997703, recall: 0.937410
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a9208>
epoch_9.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1289.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 101.0
prec: 0.999225, recall: 0.927338
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a9080>
epoch_10.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1293.0
Correctly Identified as Whales: 32.0
Misidentified as Water: 0.0
Misidentified as Whales: 97.0
prec: 1.000000, recall: 0.930216
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a51d0>
epoch_11.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1297.0
Correctly Identified as Whales: 32.0
Misidentified as Water: 0.0
Misidentified as Whales: 93.0
prec: 1.000000, recall: 0.933094
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5240>
epoch_12.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1303.0
Correctly Identified as Whales: 32.0
Misidentified as Water: 0.0
Misidentified as Whales: 87.0
prec: 1.000000, recall: 0.937410
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a91d0>
epoch_13.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1301.0
Correctly Identified as Whales: 32.0
Misidentified as Water: 0.0
Misidentified as Whales: 89.0
prec: 1.000000, recall: 0.935971
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a4278>
epoch_14.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1300.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 90.0
prec: 0.999231, recall: 0.935252
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5080>
epoch_15.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1302.0
Correctly Identified as Whales: 28.0
Misidentified as Water: 4.0
Misidentified as Whales: 88.0
prec: 0.996937, recall: 0.936691
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1825f8>
epoch_16.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1295.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 95.0
prec: 0.999228, recall: 0.931655
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5198>
epoch_17.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1295.0
Correctly Identified as Whales: 32.0
Misidentified as Water: 0.0
Misidentified as Whales: 95.0
prec: 1.000000, recall: 0.931655
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5128>
epoch_18.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1300.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 90.0
prec: 0.999231, recall: 0.935252
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a4048>
epoch_19.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1290.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 100.0
prec: 0.999225, recall: 0.928058
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a51d0>
epoch_20.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1297.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 93.0
prec: 0.999230, recall: 0.933094
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a4198>
epoch_21.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1300.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 90.0
prec: 0.999231, recall: 0.935252
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a50b8>
epoch_22.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1304.0
Correctly Identified as Whales: 30.0
Misidentified as Water: 2.0
Misidentified as Whales: 86.0
prec: 0.998469, recall: 0.938129
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a41d0>
epoch_23.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1299.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 91.0
prec: 0.999231, recall: 0.934532
Testing finished at:
Sat Jul  6 19:09:16 EDT 2019
Now testing Resnet152, lr=0.0005
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a9208>
epoch_0.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1175.0
Correctly Identified as Whales: 30.0
Misidentified as Water: 2.0
Misidentified as Whales: 215.0
prec: 0.998301, recall: 0.845324
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5240>
epoch_1.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1178.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 212.0
prec: 0.999152, recall: 0.847482
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafceba780>
epoch_2.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1108.0
Correctly Identified as Whales: 32.0
Misidentified as Water: 0.0
Misidentified as Whales: 282.0
prec: 1.000000, recall: 0.797122
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a9198>
epoch_3.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1263.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 127.0
prec: 0.997630, recall: 0.908633
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe182588>
epoch_4.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1315.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 75.0
prec: 0.997724, recall: 0.946043
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a51d0>
epoch_5.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1321.0
Correctly Identified as Whales: 28.0
Misidentified as Water: 4.0
Misidentified as Whales: 69.0
prec: 0.996981, recall: 0.950360
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1824e0>
epoch_6.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1295.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 95.0
prec: 0.999228, recall: 0.931655
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5198>
epoch_7.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1218.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 172.0
prec: 0.999180, recall: 0.876259
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5160>
epoch_8.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1206.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 184.0
prec: 0.999171, recall: 0.867626
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a4160>
epoch_9.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1224.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 166.0
prec: 0.999184, recall: 0.880576
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5160>
epoch_10.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1184.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 206.0
prec: 0.999156, recall: 0.851799
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaaf749ad30>
epoch_11.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1192.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 198.0
prec: 0.999162, recall: 0.857554
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a9198>
epoch_12.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1186.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 204.0
prec: 0.999158, recall: 0.853237
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5198>
epoch_13.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1244.0
Correctly Identified as Whales: 30.0
Misidentified as Water: 2.0
Misidentified as Whales: 146.0
prec: 0.998395, recall: 0.894964
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaaf809d860>
epoch_14.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1233.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 157.0
prec: 0.999190, recall: 0.887050
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1c9160>
epoch_15.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1235.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 155.0
prec: 0.999191, recall: 0.888489
../../whale/new_pansharp/test
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: 1221.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 169.0
prec: 0.999182, recall: 0.878417
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaaf809d898>
epoch_17.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1239.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 151.0
prec: 0.999194, recall: 0.891367
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1825c0>
epoch_18.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1222.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 168.0
prec: 0.999182, recall: 0.879137
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a81d0>
epoch_19.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1206.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 184.0
prec: 0.999171, recall: 0.867626
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a4208>
epoch_20.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1221.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 169.0
prec: 0.999182, recall: 0.878417
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaaf80539b0>
epoch_21.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1255.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 135.0
prec: 0.999204, recall: 0.902878
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe1a5160>
epoch_22.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1192.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 198.0
prec: 0.999162, recall: 0.857554
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe182550>
epoch_23.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1208.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 182.0
prec: 0.999173, recall: 0.869065
Testing finished at:
Sat Jul  6 19:26:52 EDT 2019
