/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale/shell_scripts
Mon May 20 21:50:36 EDT 2019
Mon May 20 21:50:39 EDT 2019
Testing resnet152, lr=0.0009
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafd1bf0b8>
epoch_23.pth
{0: 'water', 1: 'whale'}
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Correctly Identified as Water: 1268.0
Correctly Identified as Whales: 15.0
Misidentified as Water: 3.0
Misidentified as Whales: 122.0
prec: 0.997640, recall: 0.912230
Mon May 20 21:51:20 EDT 2019
Testing resnet152, lr=0.001
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafdf59278>
epoch_23.pth
{0: 'water', 1: 'whale'}
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Correctly Identified as Water: 1255.0
Correctly Identified as Whales: 18.0
Misidentified as Water: 0.0
Misidentified as Whales: 135.0
prec: 1.000000, recall: 0.902878
Mon May 20 21:51:58 EDT 2019
Testing resnet152, lr=0.01
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafdf59240>
epoch_23.pth
{0: 'water', 1: 'whale'}
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Correctly Identified as Water: 357.0
Correctly Identified as Whales: 13.0
Misidentified as Water: 5.0
Misidentified as Whales: 1033.0
prec: 0.986188, recall: 0.256835
Mon May 20 21:52:32 EDT 2019
Testing resnet152, lr=0.1
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafdf59358>
epoch_23.pth
{0: 'water', 1: 'whale'}
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Correctly Identified as Water: 1371.0
Correctly Identified as Whales: 11.0
Misidentified as Water: 7.0
Misidentified as Whales: 19.0
prec: 0.994920, recall: 0.986331
Mon May 20 21:53:08 EDT 2019
Testing resnet152, lr=0.2
Data loaded into gpu
/gpfs/projects/LynchGroup/spacewhale/git_spacewhale/spacewhale
<torch.utils.data.dataloader.DataLoader object at 0x2aaafdf592b0>
epoch_23.pth
{0: 'water', 1: 'whale'}
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Correctly Identified as Water: 1352.0
Correctly Identified as Whales: 9.0
Misidentified as Water: 9.0
Misidentified as Whales: 38.0
prec: 0.993387, recall: 0.972662
Mon May 20 21:53:43 EDT 2019
