/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale/shell_scripts
Mon Jul  8 14:56:28 EDT 2019
Now testing Resnet34, lr=0.001
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d10b8>
epoch_0.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1127.0
Correctly Identified as Whales: 27.0
Misidentified as Water: 5.0
Misidentified as Whales: 263.0
prec: 0.995583, recall: 0.810791
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d1160>
epoch_1.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1344.0
Correctly Identified as Whales: 24.0
Misidentified as Water: 8.0
Misidentified as Whales: 46.0
prec: 0.994083, recall: 0.966906
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d10b8>
epoch_2.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 821.0
Correctly Identified as Whales: 24.0
Misidentified as Water: 8.0
Misidentified as Whales: 569.0
prec: 0.990350, recall: 0.590647
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d1128>
epoch_3.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1290.0
Correctly Identified as Whales: 25.0
Misidentified as Water: 7.0
Misidentified as Whales: 100.0
prec: 0.994603, 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 0x2aaafe0d1128>
epoch_4.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1232.0
Correctly Identified as Whales: 30.0
Misidentified as Water: 2.0
Misidentified as Whales: 158.0
prec: 0.998379, recall: 0.886331
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d10f0>
epoch_5.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1282.0
Correctly Identified as Whales: 26.0
Misidentified as Water: 6.0
Misidentified as Whales: 108.0
prec: 0.995342, 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 0x2aaafe0d1198>
epoch_6.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1231.0
Correctly Identified as Whales: 25.0
Misidentified as Water: 7.0
Misidentified as Whales: 159.0
prec: 0.994346, recall: 0.885612
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d10b8>
epoch_7.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 741.0
Correctly Identified as Whales: 32.0
Misidentified as Water: 0.0
Misidentified as Whales: 649.0
prec: 1.000000, recall: 0.533094
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d1048>
epoch_8.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1262.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 128.0
prec: 0.999208, 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 0x2aaafe0d10f0>
epoch_9.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1280.0
Correctly Identified as Whales: 30.0
Misidentified as Water: 2.0
Misidentified as Whales: 110.0
prec: 0.998440, recall: 0.920863
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d1128>
epoch_10.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1255.0
Correctly Identified as Whales: 32.0
Misidentified as Water: 0.0
Misidentified as Whales: 135.0
prec: 1.000000, 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 0x2aaafe0d1240>
epoch_11.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1273.0
Correctly Identified as Whales: 32.0
Misidentified as Water: 0.0
Misidentified as Whales: 117.0
prec: 1.000000, 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 0x2aaafe0d10b8>
epoch_12.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1259.0
Correctly Identified as Whales: 32.0
Misidentified as Water: 0.0
Misidentified as Whales: 131.0
prec: 1.000000, 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 0x2aaafe0d10b8>
epoch_13.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1280.0
Correctly Identified as Whales: 30.0
Misidentified as Water: 2.0
Misidentified as Whales: 110.0
prec: 0.998440, recall: 0.920863
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d1198>
epoch_14.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1254.0
Correctly Identified as Whales: 32.0
Misidentified as Water: 0.0
Misidentified as Whales: 136.0
prec: 1.000000, recall: 0.902158
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaaf749acc0>
epoch_15.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 0x2aaafe0d10f0>
epoch_16.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1273.0
Correctly Identified as Whales: 32.0
Misidentified as Water: 0.0
Misidentified as Whales: 117.0
prec: 1.000000, 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 0x2aaafe0d10b8>
epoch_17.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1275.0
Correctly Identified as Whales: 30.0
Misidentified as Water: 2.0
Misidentified as Whales: 115.0
prec: 0.998434, recall: 0.917266
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d10f0>
epoch_18.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1269.0
Correctly Identified as Whales: 32.0
Misidentified as Water: 0.0
Misidentified as Whales: 121.0
prec: 1.000000, recall: 0.912950
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d1278>
epoch_19.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1248.0
Correctly Identified as Whales: 32.0
Misidentified as Water: 0.0
Misidentified as Whales: 142.0
prec: 1.000000, recall: 0.897842
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d1080>
epoch_20.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1283.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 107.0
prec: 0.997667, 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 0x2aaafe0d10f0>
epoch_21.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1267.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 123.0
prec: 0.999211, recall: 0.911511
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d1080>
epoch_22.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 0x2aaafe0d10f0>
epoch_23.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1279.0
Correctly Identified as Whales: 31.0
Misidentified as Water: 1.0
Misidentified as Whales: 111.0
prec: 0.999219, recall: 0.920144
Testing finished at:
Mon Jul  8 15:09:10 EDT 2019
Now testing Resnet34, lr=0.1
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d10b8>
epoch_0.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1390.0
Correctly Identified as Whales: 0.0
Misidentified as Water: 32.0
Misidentified as Whales: 0.0
prec: 0.977496, recall: 1.000000
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d10f0>
epoch_1.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 870.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 17.0
Misidentified as Whales: 520.0
prec: 0.980834, recall: 0.625899
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d1198>
epoch_2.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 535.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 17.0
Misidentified as Whales: 855.0
prec: 0.969203, recall: 0.384892
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d10b8>
epoch_3.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 596.0
Correctly Identified as Whales: 22.0
Misidentified as Water: 10.0
Misidentified as Whales: 794.0
prec: 0.983498, recall: 0.428777
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d1128>
epoch_4.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 0.0
Correctly Identified as Whales: 32.0
Misidentified as Water: 0.0
Misidentified as Whales: 1390.0
Traceback (most recent call last):
  File "test_script.py", line 120, in <module>
    s.test_dir(device,model_ft,dataloaders)
  File "/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale/m_util2.py", line 233, in test_dir
    prec = float(tp)/float(tp+fp)
ZeroDivisionError: float division by zero
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d1128>
epoch_5.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1005.0
Correctly Identified as Whales: 20.0
Misidentified as Water: 12.0
Misidentified as Whales: 385.0
prec: 0.988201, recall: 0.723022
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d10f0>
epoch_6.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 888.0
Correctly Identified as Whales: 24.0
Misidentified as Water: 8.0
Misidentified as Whales: 502.0
prec: 0.991071, recall: 0.638849
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaaf7ab38d0>
epoch_7.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 579.0
Correctly Identified as Whales: 25.0
Misidentified as Water: 7.0
Misidentified as Whales: 811.0
prec: 0.988055, recall: 0.416547
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d11d0>
epoch_8.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 829.0
Correctly Identified as Whales: 23.0
Misidentified as Water: 9.0
Misidentified as Whales: 561.0
prec: 0.989260, recall: 0.596403
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d1080>
epoch_9.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 345.0
Correctly Identified as Whales: 29.0
Misidentified as Water: 3.0
Misidentified as Whales: 1045.0
prec: 0.991379, recall: 0.248201
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d10f0>
epoch_10.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 473.0
Correctly Identified as Whales: 27.0
Misidentified as Water: 5.0
Misidentified as Whales: 917.0
prec: 0.989540, recall: 0.340288
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaaf7f1a860>
epoch_11.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1372.0
Correctly Identified as Whales: 11.0
Misidentified as Water: 21.0
Misidentified as Whales: 18.0
prec: 0.984925, recall: 0.987050
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d1128>
epoch_12.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 866.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 15.0
Misidentified as Whales: 524.0
prec: 0.982974, recall: 0.623022
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d10b8>
epoch_13.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 579.0
Correctly Identified as Whales: 26.0
Misidentified as Water: 6.0
Misidentified as Whales: 811.0
prec: 0.989744, recall: 0.416547
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d1240>
epoch_14.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 800.0
Correctly Identified as Whales: 20.0
Misidentified as Water: 12.0
Misidentified as Whales: 590.0
prec: 0.985222, recall: 0.575540
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d1048>
epoch_15.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 797.0
Correctly Identified as Whales: 22.0
Misidentified as Water: 10.0
Misidentified as Whales: 593.0
prec: 0.987608, recall: 0.573381
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d21d0>
epoch_16.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 776.0
Correctly Identified as Whales: 20.0
Misidentified as Water: 12.0
Misidentified as Whales: 614.0
prec: 0.984772, recall: 0.558273
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d10f0>
epoch_17.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 717.0
Correctly Identified as Whales: 23.0
Misidentified as Water: 9.0
Misidentified as Whales: 673.0
prec: 0.987603, recall: 0.515827
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d1048>
epoch_18.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 413.0
Correctly Identified as Whales: 27.0
Misidentified as Water: 5.0
Misidentified as Whales: 977.0
prec: 0.988038, recall: 0.297122
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d1128>
epoch_19.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1001.0
Correctly Identified as Whales: 17.0
Misidentified as Water: 15.0
Misidentified as Whales: 389.0
prec: 0.985236, recall: 0.720144
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaaf77dfb70>
epoch_20.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1308.0
Correctly Identified as Whales: 9.0
Misidentified as Water: 23.0
Misidentified as Whales: 82.0
prec: 0.982720, 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 0x2aaafe0d10f0>
epoch_21.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1024.0
Correctly Identified as Whales: 12.0
Misidentified as Water: 20.0
Misidentified as Whales: 366.0
prec: 0.980843, recall: 0.736691
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaaf7124208>
epoch_22.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 519.0
Correctly Identified as Whales: 23.0
Misidentified as Water: 9.0
Misidentified as Whales: 871.0
prec: 0.982955, recall: 0.373381
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d1080>
epoch_23.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 984.0
Correctly Identified as Whales: 22.0
Misidentified as Water: 10.0
Misidentified as Whales: 406.0
prec: 0.989940, recall: 0.707914
testing finished at:
Mon Jul  8 15:21:08 EDT 2019
Now testing Resnet34, lr=0.2
LR=0.2
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d1080>
epoch_0.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 0.0
Correctly Identified as Whales: 32.0
Misidentified as Water: 0.0
Misidentified as Whales: 1390.0
Traceback (most recent call last):
  File "test_script.py", line 120, in <module>
    s.test_dir(device,model_ft,dataloaders)
  File "/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale/m_util2.py", line 233, in test_dir
    prec = float(tp)/float(tp+fp)
ZeroDivisionError: float division by zero
LR=0.2
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d1208>
epoch_1.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1390.0
Correctly Identified as Whales: 0.0
Misidentified as Water: 32.0
Misidentified as Whales: 0.0
prec: 0.977496, recall: 1.000000
LR=0.2
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d1048>
epoch_2.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 0.0
Correctly Identified as Whales: 30.0
Misidentified as Water: 2.0
Misidentified as Whales: 1390.0
prec: 0.000000, recall: 0.000000
LR=0.2
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d10f0>
epoch_3.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1390.0
Correctly Identified as Whales: 1.0
Misidentified as Water: 31.0
Misidentified as Whales: 0.0
prec: 0.978184, recall: 1.000000
LR=0.2
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d1128>
epoch_4.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1238.0
Correctly Identified as Whales: 6.0
Misidentified as Water: 26.0
Misidentified as Whales: 152.0
prec: 0.979430, recall: 0.890647
LR=0.2
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d1208>
epoch_5.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1387.0
Correctly Identified as Whales: 1.0
Misidentified as Water: 31.0
Misidentified as Whales: 3.0
prec: 0.978138, recall: 0.997842
LR=0.2
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d10b8>
epoch_6.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 141.0
Correctly Identified as Whales: 24.0
Misidentified as Water: 8.0
Misidentified as Whales: 1249.0
prec: 0.946309, recall: 0.101439
LR=0.2
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d1160>
epoch_7.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1386.0
Correctly Identified as Whales: 0.0
Misidentified as Water: 32.0
Misidentified as Whales: 4.0
prec: 0.977433, recall: 0.997122
LR=0.2
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d1080>
epoch_8.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1388.0
Correctly Identified as Whales: 4.0
Misidentified as Water: 28.0
Misidentified as Whales: 2.0
prec: 0.980226, recall: 0.998561
LR=0.2
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d1080>
epoch_9.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1387.0
Correctly Identified as Whales: 4.0
Misidentified as Water: 28.0
Misidentified as Whales: 3.0
prec: 0.980212, recall: 0.997842
LR=0.2
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d10f0>
epoch_10.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1387.0
Correctly Identified as Whales: 2.0
Misidentified as Water: 30.0
Misidentified as Whales: 3.0
prec: 0.978829, recall: 0.997842
LR=0.2
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d10b8>
epoch_11.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1332.0
Correctly Identified as Whales: 2.0
Misidentified as Water: 30.0
Misidentified as Whales: 58.0
prec: 0.977974, recall: 0.958273
LR=0.2
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d10b8>
epoch_12.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1346.0
Correctly Identified as Whales: 2.0
Misidentified as Water: 30.0
Misidentified as Whales: 44.0
prec: 0.978198, recall: 0.968345
LR=0.2
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d1080>
epoch_13.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1390.0
Correctly Identified as Whales: 3.0
Misidentified as Water: 29.0
Misidentified as Whales: 0.0
prec: 0.979563, recall: 1.000000
LR=0.2
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d1080>
epoch_14.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1387.0
Correctly Identified as Whales: 2.0
Misidentified as Water: 30.0
Misidentified as Whales: 3.0
prec: 0.978829, recall: 0.997842
LR=0.2
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d10b8>
epoch_15.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1387.0
Correctly Identified as Whales: 4.0
Misidentified as Water: 28.0
Misidentified as Whales: 3.0
prec: 0.980212, recall: 0.997842
LR=0.2
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d10f0>
epoch_16.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1388.0
Correctly Identified as Whales: 2.0
Misidentified as Water: 30.0
Misidentified as Whales: 2.0
prec: 0.978843, recall: 0.998561
LR=0.2
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d10b8>
epoch_17.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1386.0
Correctly Identified as Whales: 4.0
Misidentified as Water: 28.0
Misidentified as Whales: 4.0
prec: 0.980198, recall: 0.997122
LR=0.2
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d1128>
epoch_18.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1390.0
Correctly Identified as Whales: 1.0
Misidentified as Water: 31.0
Misidentified as Whales: 0.0
prec: 0.978184, recall: 1.000000
LR=0.2
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d1128>
epoch_19.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1390.0
Correctly Identified as Whales: 3.0
Misidentified as Water: 29.0
Misidentified as Whales: 0.0
prec: 0.979563, recall: 1.000000
LR=0.2
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d1128>
epoch_20.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1390.0
Correctly Identified as Whales: 3.0
Misidentified as Water: 29.0
Misidentified as Whales: 0.0
prec: 0.979563, recall: 1.000000
LR=0.2
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d1080>
epoch_21.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1384.0
Correctly Identified as Whales: 3.0
Misidentified as Water: 29.0
Misidentified as Whales: 6.0
prec: 0.979476, recall: 0.995683
LR=0.2
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafe0d1240>
epoch_22.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1387.0
Correctly Identified as Whales: 1.0
Misidentified as Water: 31.0
Misidentified as Whales: 3.0
prec: 0.978138, recall: 0.997842
LR=0.2
../../whale/new_pansharp/test
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaaf7f1d978>
epoch_23.pth
{0: 'water', 1: 'whale'}
Correctly Identified as Water: 1373.0
Correctly Identified as Whales: 5.0
Misidentified as Water: 27.0
Misidentified as Whales: 17.0
prec: 0.980714, recall: 0.987770
testing done at:
Mon Jul  8 15:32:54 EDT 2019
