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b/code/gp/logs/instance-recognition/tmp/run_10.log @@ -0,0 +1,413 @@ +INFO:data:Reading dataset fish: instance-recognition +INFO:__main__:No model found. 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diff --git a/code/gp/logs/instance-recognition/tmp/run_12.log b/code/gp/logs/instance-recognition/tmp/run_12.log new file mode 100644 index 0000000..3a91c2d --- /dev/null +++ b/code/gp/logs/instance-recognition/tmp/run_12.log @@ -0,0 +1,413 @@ +INFO:data:Reading dataset fish: instance-recognition +INFO:__main__:No model found. 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b/code/gp/logs/instance-recognition/tmp/run_13.log @@ -0,0 +1,413 @@ +INFO:data:Reading dataset fish: instance-recognition +INFO:__main__:No model found. 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+INFO:__main__:No model found. 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instance-recognition +INFO:__main__:No model found. 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b/code/gp/logs/instance-recognition/tmp/run_16.log @@ -0,0 +1,413 @@ +INFO:data:Reading dataset fish: instance-recognition +INFO:__main__:No model found. 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b/code/gp/logs/instance-recognition/tmp/run_18.log @@ -0,0 +1,413 @@ +INFO:data:Reading dataset fish: instance-recognition +INFO:__main__:No model found. 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+INFO:__main__:No model found. 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b/code/gp/logs/instance-recognition/tmp/run_2.log @@ -0,0 +1,413 @@ +INFO:data:Reading dataset fish: instance-recognition +INFO:__main__:No model found. 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dataset fish: instance-recognition +INFO:__main__:No model found. 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+INFO:data:Reading dataset fish: instance-recognition +INFO:__main__:No model found. 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@@ +INFO:data:Reading dataset fish: instance-recognition +INFO:__main__:No model found. 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+INFO:data:Reading dataset fish: instance-recognition +INFO:__main__:No model found. 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b/code/gp/logs/instance-recognition/tmp/run_24.log @@ -0,0 +1,413 @@ +INFO:data:Reading dataset fish: instance-recognition +INFO:__main__:No model found. 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b/code/gp/logs/instance-recognition/tmp/run_25.log new file mode 100644 index 0000000..e6719ca --- /dev/null +++ b/code/gp/logs/instance-recognition/tmp/run_25.log @@ -0,0 +1,413 @@ +INFO:data:Reading dataset fish: instance-recognition +INFO:__main__:No model found. 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+INFO:data:Reading dataset fish: instance-recognition +INFO:__main__:No model found. 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b/code/gp/logs/instance-recognition/tmp/run_29.log new file mode 100644 index 0000000..739709b --- /dev/null +++ b/code/gp/logs/instance-recognition/tmp/run_29.log @@ -0,0 +1,413 @@ +INFO:data:Reading dataset fish: instance-recognition +INFO:__main__:No model found. 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b/code/gp/logs/instance-recognition/tmp/run_3.log @@ -0,0 +1,413 @@ +INFO:data:Reading dataset fish: instance-recognition +INFO:__main__:No model found. 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b/code/gp/logs/instance-recognition/tmp/run_30.log new file mode 100644 index 0000000..dd7f632 --- /dev/null +++ b/code/gp/logs/instance-recognition/tmp/run_30.log @@ -0,0 +1,413 @@ +INFO:data:Reading dataset fish: instance-recognition +INFO:__main__:No model found. 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a/code/gp/logs/instance-recognition/tmp/run_4.log b/code/gp/logs/instance-recognition/tmp/run_4.log new file mode 100644 index 0000000..e53152e --- /dev/null +++ b/code/gp/logs/instance-recognition/tmp/run_4.log @@ -0,0 +1,413 @@ +INFO:data:Reading dataset fish: instance-recognition +INFO:__main__:No model found. 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checkpoints/run_4.pth +INFO:util:Train accuracy: 0.8984263665678472 +- 0.011774782857440047 +INFO:util:Val accuracy: 0.8984263665678472 +- 0.011774782857440047 +INFO:util:Test accuracy: 0.7835420393559929 +- 0.0 +INFO:util:Train intra-class: 0.14908245321360364, Train Inter-class: 0.17272177260424812 +INFO:util:Val intra-class: 0.12455398300489859, Val Inter-class: 0.13281934244470137 +INFO:util:Test intra-class: 0.1598608530428363, Test inter-class: 0.12909793442744466 diff --git a/code/gp/logs/instance-recognition/tmp/run_5.log b/code/gp/logs/instance-recognition/tmp/run_5.log new file mode 100644 index 0000000..1018118 --- /dev/null +++ b/code/gp/logs/instance-recognition/tmp/run_5.log @@ -0,0 +1,413 @@ +INFO:data:Reading dataset fish: instance-recognition +INFO:__main__:No model found. 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b/code/gp/logs/instance-recognition/tmp/run_6.log @@ -0,0 +1,413 @@ +INFO:data:Reading dataset fish: instance-recognition +INFO:__main__:No model found. 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new file mode 100644 index 0000000..04c3906 --- /dev/null +++ b/code/gp/logs/instance-recognition/tmp/run_7.log @@ -0,0 +1,413 @@ +INFO:data:Reading dataset fish: instance-recognition +INFO:__main__:No model found. 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accuracy: 0.8607414053154417 +- 0.02431606594892599 +INFO:util:Val accuracy: 0.8607414053154417 +- 0.02431606594892599 +INFO:util:Test accuracy: 0.7638640429338104 +- 0.0 +INFO:util:Train intra-class: 0.1012972766082494, Train Inter-class: 0.14756807157517154 +INFO:util:Val intra-class: 0.12177787959965347, Val Inter-class: 0.13508309098405052 +INFO:util:Test intra-class: 0.13262213611087093, Test inter-class: 0.12257276463613209 diff --git a/code/gp/logs/instance-recognition/tmp/run_9.log b/code/gp/logs/instance-recognition/tmp/run_9.log new file mode 100644 index 0000000..42b631f --- /dev/null +++ b/code/gp/logs/instance-recognition/tmp/run_9.log @@ -0,0 +1,413 @@ +INFO:data:Reading dataset fish: instance-recognition +INFO:__main__:No model found. 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+INFO:gp:388 790 0.708537 388 0.764728 0.447423 790 0.0949081 19.3959 388 35 2 790 3.37182 +INFO:gp:389 772 0.709661 389 0.764728 0.458491 772 0.0933558 19.4135 389 33 2 772 3.32973 +INFO:gp:390 771 0.706861 390 0.764728 0.46227 771 0.0950093 19.4154 390 35 2 771 3.59923 +INFO:gp:391 780 0.713049 391 0.764728 0.434471 780 0.0927654 19.5953 391 35 2 780 3.18882 +INFO:gp:392 787 0.70979 392 0.764728 0.433337 787 0.0920989 19.2805 392 35 3 787 3.49899 +INFO:gp:393 732 0.714186 393 0.764728 0.440739 732 0.0891729 19.6012 393 31 2 732 2.86231 +INFO:gp:394 786 0.707923 394 0.764728 0.484362 786 0.0931712 19.4027 394 35 2 786 3.3911 +INFO:gp:395 771 0.709854 395 0.764728 0.427266 771 0.0935279 19.5396 395 35 2 771 3.1278 +INFO:gp:396 795 0.712811 396 0.764728 0.373891 795 0.0925063 19.5503 396 35 2 795 3.03566 +INFO:gp:397 775 0.709512 397 0.764728 0.459948 775 0.093722 19.4506 397 35 2 775 3.15008 +INFO:gp:398 762 0.715399 398 0.764728 0.482991 762 0.0886938 19.4164 398 36 2 762 3.33831 +INFO:gp:399 761 0.707852 399 0.764728 0.399433 761 0.0957638 19.4457 399 35 2 761 3.42676 +INFO:gp:400 779 0.709196 400 0.764728 0.403251 779 0.0937011 19.3891 400 35 2 779 3.52108 +INFO:__main__:Saving model to file: checkpoints/run_9.pth +INFO:util:Train accuracy: 0.8266214177978883 +- 0.006711915535444923 +INFO:util:Val accuracy: 0.8266214177978883 +- 0.006711915535444923 +INFO:util:Test accuracy: 0.6368515205724508 +- 0.0 +INFO:util:Train intra-class: 0.120645106816132, Train Inter-class: 0.15495393119386414 +INFO:util:Val intra-class: 0.1049818274642683, Val Inter-class: 0.11917512293156947 +INFO:util:Test intra-class: 0.1443655501117302, Test inter-class: 0.1230309374998637 diff --git a/code/gp/results.py b/code/gp/results.py index 6fdcf72..4686477 100644 --- a/code/gp/results.py +++ b/code/gp/results.py @@ -36,7 +36,7 @@ test_accs = [] # Skip the print tree statements. - skip = {'species': 2, 'part': 6, 'oil': 7, 'oil_simple': 2, 'cross-species': 3} + skip = {'species': 2, 'part': 6, 'oil': 7, 'oil_simple': 2, 'cross-species': 3, 'instance-recognition': 0} if dataset not in skip.keys(): raise ValueError(f"Invalid dataset specified: {dataset} not in {skip.keys()}") skip_amount = skip[dataset] @@ -54,11 +54,11 @@ content = f.readlines() # Extract the train, validation and test accuracy. # The training accuracy is on the 10th to last line. - train_acc: float = float(content[-8 - skip_amount].split(sep=' ')[2]) + train_acc: float = float(content[-6 - skip_amount].split(sep=' ')[2]) # The validation accuracy is on the 9th to last line. - val_acc: float = float(content[-7 - skip_amount].split(sep=' ')[2]) + val_acc: float = float(content[-5 - skip_amount].split(sep=' ')[2]) # The test accuracy is on the 8th to last line. - test_acc: float = float(content[-6 - skip_amount].split(sep=' ')[2]) + test_acc: float = float(content[-4 - skip_amount].split(sep=' ')[2]) # Append the accuracy to an array. train_accs.append(train_acc) val_accs.append(val_acc) @@ -80,4 +80,4 @@ mean, std = torch.mean(val_accs), torch.std(val_accs) print(f"Validation: mean: {mean} +\- {std}") mean, std = torch.mean(test_accs), torch.std(test_accs) - print(f"Test: mean: {mean} +\- {std}") \ No newline at end of file + print(f"Test: mean: {mean} +\- {std}")