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2024-05-16 15:08:45,991 - root - ERROR - An error occurred: name 'os' is not defined
|
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2024-05-16 15:09:09,391 - root - INFO - Initializing SpectrogramDataset...
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2024-05-16 15:09:09,929 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
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2024-05-16 15:09:09,934 - root - INFO - SpectrogramDataset initialized successfully
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2024-05-16 15:09:09,934 - root - ERROR - An error occurred: name 'np' is not defined
|
|
2024-05-16 15:09:43,969 - root - INFO - Initializing SpectrogramDataset...
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2024-05-16 15:09:44,476 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
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2024-05-16 15:09:44,481 - root - INFO - SpectrogramDataset initialized successfully
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2024-05-16 15:09:44,490 - root - ERROR - An error occurred: name 'RandomSampler' is not defined
|
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2024-05-16 15:10:48,213 - root - INFO - Initializing SpectrogramDataset...
|
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2024-05-16 15:10:48,734 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
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2024-05-16 15:10:48,739 - root - INFO - SpectrogramDataset initialized successfully
|
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2024-05-16 15:10:48,741 - root - ERROR - An error occurred: name 'SequentialSampler' is not defined
|
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2024-05-16 15:11:11,518 - root - INFO - Initializing SpectrogramDataset...
|
|
2024-05-16 15:11:12,025 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
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2024-05-16 15:11:12,031 - root - INFO - SpectrogramDataset initialized successfully
|
|
2024-05-16 15:11:12,337 - root - ERROR - An error occurred: list index out of range
|
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2024-05-16 15:19:51,771 - root - INFO - Initializing SpectrogramDataset...
|
|
2024-05-16 15:19:52,293 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
|
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2024-05-16 15:19:52,298 - root - INFO - SpectrogramDataset initialized successfully
|
|
2024-05-16 15:19:52,569 - root - ERROR - An error occurred: list index out of range
|
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2024-05-16 15:25:26,353 - root - INFO - Initializing SpectrogramDataset...
|
|
2024-05-16 15:25:26,884 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
|
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2024-05-16 15:25:26,890 - root - INFO - SpectrogramDataset initialized successfully
|
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2024-05-16 15:25:26,892 - root - INFO - Dataset length: 2288
|
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2024-05-16 15:25:26,893 - root - INFO - Train dataset length: 1601
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2024-05-16 15:25:26,894 - root - INFO - Validation dataset length: 343
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2024-05-16 15:25:26,894 - root - INFO - Test dataset length: 344
|
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2024-05-16 15:25:30,518 - root - INFO - Train dataset verification passed
|
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2024-05-16 15:25:31,162 - root - INFO - Validation dataset verification passed
|
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2024-05-16 15:25:32,096 - root - INFO - Test dataset verification passed
|
|
2024-05-16 15:25:32,406 - root - ERROR - An error occurred: list index out of range
|
|
2024-05-16 15:31:30,879 - root - INFO - Initializing SpectrogramDataset...
|
|
2024-05-16 15:31:31,394 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
|
|
2024-05-16 15:31:31,400 - root - INFO - SpectrogramDataset initialized successfully
|
|
2024-05-16 15:31:31,402 - root - ERROR - An error occurred: name 'verify_dataset_and_loader' is not defined
|
|
2024-05-16 15:35:01,395 - root - INFO - Initializing SpectrogramDataset...
|
|
2024-05-16 15:35:01,929 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
|
|
2024-05-16 15:35:01,934 - root - INFO - SpectrogramDataset initialized successfully
|
|
2024-05-16 15:35:01,937 - root - INFO - Dataset length: 2288
|
|
2024-05-16 15:35:01,938 - root - INFO - Train dataset length: 1601
|
|
2024-05-16 15:35:01,939 - root - INFO - Validation dataset length: 343
|
|
2024-05-16 15:35:01,939 - root - INFO - Test dataset length: 344
|
|
2024-05-16 15:35:05,709 - root - INFO - Train dataset verification passed
|
|
2024-05-16 15:35:06,364 - root - INFO - Validation dataset verification passed
|
|
2024-05-16 15:35:07,138 - root - INFO - Test dataset verification passed
|
|
2024-05-16 15:35:07,141 - root - INFO - Train sampler indices: [1715, 212, 1663, 1641, 874, 2133, 230, 1692, 1653, 1717]... (total: 2288)
|
|
2024-05-16 15:35:07,142 - root - ERROR - Train sampler index out of range: 2287 >= 1601
|
|
2024-05-16 15:35:07,143 - root - INFO - Validation sampler indices: [230, 218, 4, 229, 290, 64, 207, 188, 115, 212]... (total: 343)
|
|
2024-05-16 15:35:07,143 - root - INFO - Validation sampler indices within range.
|
|
2024-05-16 15:35:07,144 - root - INFO - Test sampler indices: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]... (total: 344)
|
|
2024-05-16 15:35:07,145 - root - INFO - Test sampler indices within range.
|
|
2024-05-16 15:35:07,435 - root - ERROR - An error occurred: list index out of range
|
|
2024-05-16 15:38:08,245 - root - INFO - Initializing SpectrogramDataset...
|
|
2024-05-16 15:38:08,784 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
|
|
2024-05-16 15:38:08,789 - root - INFO - SpectrogramDataset initialized successfully
|
|
2024-05-16 15:38:08,791 - root - ERROR - An error occurred: 'SpectrogramDataset' object has no attribute 'indices'
|
|
2024-05-16 15:39:41,986 - root - INFO - Initializing SpectrogramDataset...
|
|
2024-05-16 15:39:42,584 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
|
|
2024-05-16 15:39:42,588 - root - INFO - SpectrogramDataset initialized successfully
|
|
2024-05-16 15:39:42,591 - root - INFO - Dataset length: 2288
|
|
2024-05-16 15:39:42,592 - root - INFO - Train dataset length: 1601
|
|
2024-05-16 15:39:42,592 - root - INFO - Validation dataset length: 343
|
|
2024-05-16 15:39:42,593 - root - INFO - Test dataset length: 344
|
|
2024-05-16 15:39:46,571 - root - INFO - Train dataset verification passed
|
|
2024-05-16 15:39:47,363 - root - INFO - Validation dataset verification passed
|
|
2024-05-16 15:39:48,276 - root - INFO - Test dataset verification passed
|
|
2024-05-16 15:39:48,278 - root - INFO - Train sampler indices: [57, 621, 222, 1233, 1204, 758, 1312, 357, 1105, 1504]... (total: 1601)
|
|
2024-05-16 15:39:48,279 - root - INFO - Train sampler indices within range.
|
|
2024-05-16 15:39:48,280 - root - INFO - Validation sampler indices: [208, 54, 29, 193, 121, 156, 339, 189, 301, 166]... (total: 343)
|
|
2024-05-16 15:39:48,281 - root - INFO - Validation sampler indices within range.
|
|
2024-05-16 15:39:48,282 - root - INFO - Test sampler indices: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]... (total: 344)
|
|
2024-05-16 15:39:48,283 - root - INFO - Test sampler indices within range.
|
|
2024-05-16 15:39:50,020 - root - ERROR - An error occurred: mat1 and mat2 shapes cannot be multiplied (256x32768 and 8192x1024)
|
|
2024-05-16 15:41:07,216 - root - INFO - Initializing SpectrogramDataset...
|
|
2024-05-16 15:41:07,794 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
|
|
2024-05-16 15:41:07,799 - root - INFO - SpectrogramDataset initialized successfully
|
|
2024-05-16 15:41:07,802 - root - INFO - Dataset length: 2288
|
|
2024-05-16 15:41:07,802 - root - INFO - Train dataset length: 1601
|
|
2024-05-16 15:41:07,803 - root - INFO - Validation dataset length: 343
|
|
2024-05-16 15:41:07,804 - root - INFO - Test dataset length: 344
|
|
2024-05-16 15:41:11,881 - root - INFO - Train dataset verification passed
|
|
2024-05-16 15:41:12,832 - root - INFO - Validation dataset verification passed
|
|
2024-05-16 15:41:13,661 - root - INFO - Test dataset verification passed
|
|
2024-05-16 15:41:13,663 - root - INFO - Train sampler indices: [1180, 1565, 821, 15, 559, 111, 128, 1387, 1325, 1509]... (total: 1601)
|
|
2024-05-16 15:41:13,664 - root - INFO - Train sampler indices within range.
|
|
2024-05-16 15:41:13,665 - root - INFO - Validation sampler indices: [252, 171, 14, 36, 193, 141, 57, 38, 219, 65]... (total: 343)
|
|
2024-05-16 15:41:13,665 - root - INFO - Validation sampler indices within range.
|
|
2024-05-16 15:41:13,666 - root - INFO - Test sampler indices: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]... (total: 344)
|
|
2024-05-16 15:41:13,667 - root - INFO - Test sampler indices within range.
|
|
2024-05-16 15:41:15,654 - root - ERROR - An error occurred: mat1 and mat2 shapes cannot be multiplied (256x32768 and 8192x1024)
|
|
2024-05-16 15:43:06,699 - root - INFO - Initializing SpectrogramDataset...
|
|
2024-05-16 15:43:07,225 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
|
|
2024-05-16 15:43:07,230 - root - INFO - SpectrogramDataset initialized successfully
|
|
2024-05-16 15:43:07,232 - root - INFO - Dataset length: 2288
|
|
2024-05-16 15:43:07,233 - root - INFO - Train dataset length: 1601
|
|
2024-05-16 15:43:07,234 - root - INFO - Validation dataset length: 343
|
|
2024-05-16 15:43:07,234 - root - INFO - Test dataset length: 344
|
|
2024-05-16 15:43:10,655 - root - INFO - Train dataset verification passed
|
|
2024-05-16 15:43:11,554 - root - INFO - Validation dataset verification passed
|
|
2024-05-16 15:43:12,261 - root - INFO - Test dataset verification passed
|
|
2024-05-16 15:43:12,264 - root - INFO - Train sampler indices: [976, 895, 296, 857, 1419, 1508, 1235, 341, 1009, 78]... (total: 1601)
|
|
2024-05-16 15:43:12,265 - root - INFO - Train sampler indices within range.
|
|
2024-05-16 15:43:12,267 - root - INFO - Validation sampler indices: [142, 152, 107, 169, 147, 12, 161, 15, 61, 141]... (total: 343)
|
|
2024-05-16 15:43:12,267 - root - INFO - Validation sampler indices within range.
|
|
2024-05-16 15:43:12,268 - root - INFO - Test sampler indices: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]... (total: 344)
|
|
2024-05-16 15:43:12,269 - root - INFO - Test sampler indices within range.
|
|
2024-05-16 15:43:12,828 - root - ERROR - An error occurred: Input type (torch.cuda.FloatTensor) and weight type (torch.FloatTensor) should be the same
|
|
2024-05-16 15:46:38,338 - root - INFO - Initializing SpectrogramDataset...
|
|
2024-05-16 15:46:38,853 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
|
|
2024-05-16 15:46:38,905 - root - INFO - SpectrogramDataset initialized successfully
|
|
2024-05-16 15:46:38,909 - root - INFO - Dataset length: 2288
|
|
2024-05-16 15:46:38,910 - root - INFO - Train dataset length: 1601
|
|
2024-05-16 15:46:38,912 - root - INFO - Validation dataset length: 343
|
|
2024-05-16 15:46:38,913 - root - INFO - Test dataset length: 344
|
|
2024-05-16 15:46:42,470 - root - INFO - Train dataset verification passed
|
|
2024-05-16 15:46:43,177 - root - INFO - Validation dataset verification passed
|
|
2024-05-16 15:46:43,924 - root - INFO - Test dataset verification passed
|
|
2024-05-16 15:46:43,927 - root - INFO - Train sampler indices: [772, 408, 1328, 1382, 558, 1027, 1482, 1487, 198, 69]... (total: 1601)
|
|
2024-05-16 15:46:43,928 - root - INFO - Train sampler indices within range.
|
|
2024-05-16 15:46:43,929 - root - INFO - Validation sampler indices: [13, 20, 65, 277, 248, 107, 263, 31, 179, 159]... (total: 343)
|
|
2024-05-16 15:46:43,929 - root - INFO - Validation sampler indices within range.
|
|
2024-05-16 15:46:43,930 - root - INFO - Test sampler indices: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]... (total: 344)
|
|
2024-05-16 15:46:43,931 - root - INFO - Test sampler indices within range.
|
|
2024-05-16 15:46:44,414 - root - ERROR - An error occurred: 'AudioResNet' object has no attribute 'fc1'
|
|
2024-05-16 15:50:57,787 - root - INFO - Initializing SpectrogramDataset...
|
|
2024-05-16 15:50:58,328 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
|
|
2024-05-16 15:50:58,333 - root - INFO - SpectrogramDataset initialized successfully
|
|
2024-05-16 15:50:58,335 - root - INFO - Dataset length: 2288
|
|
2024-05-16 15:50:58,336 - root - INFO - Train dataset length: 1601
|
|
2024-05-16 15:50:58,337 - root - INFO - Validation dataset length: 343
|
|
2024-05-16 15:50:58,337 - root - INFO - Test dataset length: 344
|
|
2024-05-16 15:51:01,977 - root - INFO - Train dataset verification passed
|
|
2024-05-16 15:51:02,979 - root - INFO - Validation dataset verification passed
|
|
2024-05-16 15:51:03,681 - root - INFO - Test dataset verification passed
|
|
2024-05-16 15:51:03,684 - root - INFO - Train sampler indices: [857, 128, 1276, 675, 178, 746, 1561, 1386, 1350, 1563]... (total: 1601)
|
|
2024-05-16 15:51:03,685 - root - INFO - Train sampler indices within range.
|
|
2024-05-16 15:51:03,686 - root - INFO - Validation sampler indices: [183, 83, 79, 230, 84, 20, 227, 30, 273, 196]... (total: 343)
|
|
2024-05-16 15:51:03,686 - root - INFO - Validation sampler indices within range.
|
|
2024-05-16 15:51:03,687 - root - INFO - Test sampler indices: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]... (total: 344)
|
|
2024-05-16 15:51:03,688 - root - INFO - Test sampler indices within range.
|
|
2024-05-16 15:51:05,540 - root - ERROR - An error occurred: mat1 and mat2 shapes cannot be multiplied (256x32768 and 8192x1024)
|
|
2024-05-16 15:52:16,452 - root - INFO - Initializing SpectrogramDataset...
|
|
2024-05-16 15:52:16,965 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
|
|
2024-05-16 15:52:16,971 - root - INFO - SpectrogramDataset initialized successfully
|
|
2024-05-16 15:52:16,973 - root - INFO - Dataset length: 2288
|
|
2024-05-16 15:52:16,974 - root - INFO - Train dataset length: 1601
|
|
2024-05-16 15:52:16,975 - root - INFO - Validation dataset length: 343
|
|
2024-05-16 15:52:16,976 - root - INFO - Test dataset length: 344
|
|
2024-05-16 15:52:20,456 - root - INFO - Train dataset verification passed
|
|
2024-05-16 15:52:21,253 - root - INFO - Validation dataset verification passed
|
|
2024-05-16 15:52:21,949 - root - INFO - Test dataset verification passed
|
|
2024-05-16 15:52:21,952 - root - INFO - Train sampler indices: [299, 79, 986, 896, 1037, 1500, 744, 719, 643, 617]... (total: 1601)
|
|
2024-05-16 15:52:21,953 - root - INFO - Train sampler indices within range.
|
|
2024-05-16 15:52:21,954 - root - INFO - Validation sampler indices: [306, 310, 294, 202, 235, 302, 263, 115, 269, 131]... (total: 343)
|
|
2024-05-16 15:52:21,954 - root - INFO - Validation sampler indices within range.
|
|
2024-05-16 15:52:21,955 - root - INFO - Test sampler indices: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]... (total: 344)
|
|
2024-05-16 15:52:21,956 - root - INFO - Test sampler indices within range.
|
|
2024-05-16 15:52:23,868 - root - ERROR - An error occurred: mat1 and mat2 shapes cannot be multiplied (256x32768 and 8192x1024)
|
|
2024-05-16 15:53:57,879 - root - INFO - Initializing SpectrogramDataset...
|
|
2024-05-16 15:53:58,421 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
|
|
2024-05-16 15:53:58,426 - root - INFO - SpectrogramDataset initialized successfully
|
|
2024-05-16 15:53:58,428 - root - INFO - Dataset length: 2288
|
|
2024-05-16 15:53:58,429 - root - INFO - Train dataset length: 1601
|
|
2024-05-16 15:53:58,430 - root - INFO - Validation dataset length: 343
|
|
2024-05-16 15:53:58,431 - root - INFO - Test dataset length: 344
|
|
2024-05-16 15:54:01,990 - root - INFO - Train dataset verification passed
|
|
2024-05-16 15:54:02,647 - root - INFO - Validation dataset verification passed
|
|
2024-05-16 15:54:03,543 - root - INFO - Test dataset verification passed
|
|
2024-05-16 15:54:03,546 - root - INFO - Train sampler indices: [1546, 728, 897, 1176, 902, 685, 927, 191, 553, 1434]... (total: 1601)
|
|
2024-05-16 15:54:03,546 - root - INFO - Train sampler indices within range.
|
|
2024-05-16 15:54:03,548 - root - INFO - Validation sampler indices: [293, 119, 112, 212, 257, 185, 237, 77, 285, 248]... (total: 343)
|
|
2024-05-16 15:54:03,548 - root - INFO - Validation sampler indices within range.
|
|
2024-05-16 15:54:03,549 - root - INFO - Test sampler indices: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]... (total: 344)
|
|
2024-05-16 15:54:03,550 - root - INFO - Test sampler indices within range.
|
|
2024-05-16 15:54:05,500 - root - ERROR - An error occurred: mat1 and mat2 shapes cannot be multiplied (256x32768 and 8192x1024)
|
|
2024-05-16 16:40:54,571 - root - INFO - Initializing SpectrogramDataset...
|
|
2024-05-16 16:40:55,090 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
|
|
2024-05-16 16:40:55,095 - root - INFO - SpectrogramDataset initialized successfully
|
|
2024-05-16 16:40:55,098 - root - INFO - Dataset length: 2288
|
|
2024-05-16 16:40:55,099 - root - INFO - Train dataset length: 1601
|
|
2024-05-16 16:40:55,099 - root - INFO - Validation dataset length: 343
|
|
2024-05-16 16:40:55,100 - root - INFO - Test dataset length: 344
|
|
2024-05-16 16:40:58,581 - root - INFO - Train dataset verification passed
|
|
2024-05-16 16:40:59,386 - root - INFO - Validation dataset verification passed
|
|
2024-05-16 16:41:00,025 - root - INFO - Test dataset verification passed
|
|
2024-05-16 16:41:00,028 - root - INFO - Train sampler indices: [1258, 418, 585, 1154, 76, 11, 847, 845, 612, 483]... (total: 1601)
|
|
2024-05-16 16:41:00,028 - root - INFO - Train sampler indices within range.
|
|
2024-05-16 16:41:00,029 - root - INFO - Validation sampler indices: [185, 112, 269, 159, 203, 219, 94, 240, 34, 252]... (total: 343)
|
|
2024-05-16 16:41:00,030 - root - INFO - Validation sampler indices within range.
|
|
2024-05-16 16:41:00,030 - root - INFO - Test sampler indices: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]... (total: 344)
|
|
2024-05-16 16:41:00,031 - root - INFO - Test sampler indices within range.
|
|
2024-05-16 16:41:01,972 - root - ERROR - An error occurred: mat1 and mat2 shapes cannot be multiplied (256x32768 and 8192x1024)
|
|
2024-05-16 16:42:14,104 - root - INFO - Initializing SpectrogramDataset...
|
|
2024-05-16 16:42:14,609 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
|
|
2024-05-16 16:42:14,615 - root - INFO - SpectrogramDataset initialized successfully
|
|
2024-05-16 16:42:14,618 - root - INFO - Dataset length: 2288
|
|
2024-05-16 16:42:14,619 - root - INFO - Train dataset length: 1601
|
|
2024-05-16 16:42:14,619 - root - INFO - Validation dataset length: 343
|
|
2024-05-16 16:42:14,620 - root - INFO - Test dataset length: 344
|
|
2024-05-16 16:42:18,231 - root - INFO - Train dataset verification passed
|
|
2024-05-16 16:42:18,857 - root - INFO - Validation dataset verification passed
|
|
2024-05-16 16:42:19,612 - root - INFO - Test dataset verification passed
|
|
2024-05-16 16:42:19,614 - root - INFO - Train sampler indices: [1079, 1334, 1520, 1425, 1063, 958, 1569, 283, 389, 1485]... (total: 1601)
|
|
2024-05-16 16:42:19,615 - root - INFO - Train sampler indices within range.
|
|
2024-05-16 16:42:19,616 - root - INFO - Validation sampler indices: [80, 280, 119, 79, 32, 196, 221, 326, 128, 141]... (total: 343)
|
|
2024-05-16 16:42:19,616 - root - INFO - Validation sampler indices within range.
|
|
2024-05-16 16:42:19,617 - root - INFO - Test sampler indices: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]... (total: 344)
|
|
2024-05-16 16:42:19,618 - root - INFO - Test sampler indices within range.
|
|
2024-05-16 16:42:21,472 - root - ERROR - An error occurred: mat1 and mat2 shapes cannot be multiplied (256x32768 and 8192x1024)
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2024-05-16 16:45:00,618 - root - INFO - Initializing SpectrogramDataset...
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2024-05-16 16:45:01,133 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
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2024-05-16 16:45:01,138 - root - INFO - SpectrogramDataset initialized successfully
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2024-05-16 16:45:01,141 - root - INFO - Dataset length: 2288
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2024-05-16 16:45:01,142 - root - INFO - Train dataset length: 1601
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2024-05-16 16:45:01,143 - root - INFO - Validation dataset length: 343
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2024-05-16 16:45:01,144 - root - INFO - Test dataset length: 344
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2024-05-16 16:45:04,845 - root - INFO - Train dataset verification passed
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2024-05-16 16:45:05,730 - root - INFO - Validation dataset verification passed
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2024-05-16 16:45:06,456 - root - INFO - Test dataset verification passed
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2024-05-16 16:45:06,459 - root - INFO - Train sampler indices: [1162, 1145, 1130, 1430, 470, 1266, 178, 1590, 1313, 1475]... (total: 1601)
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2024-05-16 16:45:06,459 - root - INFO - Train sampler indices within range.
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2024-05-16 16:45:06,461 - root - INFO - Validation sampler indices: [310, 213, 333, 315, 25, 224, 304, 210, 136, 134]... (total: 343)
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2024-05-16 16:45:06,461 - root - INFO - Validation sampler indices within range.
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2024-05-16 16:45:06,462 - root - INFO - Test sampler indices: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]... (total: 344)
|
|
2024-05-16 16:45:06,462 - root - INFO - Test sampler indices within range.
|
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2024-05-16 16:45:08,309 - root - ERROR - An error occurred: mat1 and mat2 shapes cannot be multiplied (256x32768 and 8192x1024)
|
|
2024-05-16 16:48:33,071 - root - INFO - Initializing SpectrogramDataset...
|
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2024-05-16 16:48:33,582 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
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2024-05-16 16:48:33,587 - root - INFO - SpectrogramDataset initialized successfully
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2024-05-16 16:48:33,590 - root - INFO - Dataset length: 2288
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2024-05-16 16:48:33,591 - root - INFO - Train dataset length: 1601
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2024-05-16 16:48:33,591 - root - INFO - Validation dataset length: 343
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2024-05-16 16:48:33,592 - root - INFO - Test dataset length: 344
|
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2024-05-16 16:48:37,170 - root - INFO - Train dataset verification passed
|
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2024-05-16 16:48:38,002 - root - INFO - Validation dataset verification passed
|
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2024-05-16 16:48:38,710 - root - INFO - Test dataset verification passed
|
|
2024-05-16 16:48:38,713 - root - INFO - Train sampler indices: [937, 1119, 318, 526, 1492, 643, 231, 300, 479, 1239]... (total: 1601)
|
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2024-05-16 16:48:38,713 - root - INFO - Train sampler indices within range.
|
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2024-05-16 16:48:38,714 - root - INFO - Validation sampler indices: [240, 43, 198, 107, 57, 126, 341, 52, 128, 172]... (total: 343)
|
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2024-05-16 16:48:38,715 - root - INFO - Validation sampler indices within range.
|
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2024-05-16 16:48:38,716 - root - INFO - Test sampler indices: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]... (total: 344)
|
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2024-05-16 16:48:38,716 - root - INFO - Test sampler indices within range.
|
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2024-05-16 16:53:13,787 - root - INFO - Initializing SpectrogramDataset...
|
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2024-05-16 16:53:14,367 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
|
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2024-05-16 16:53:14,373 - root - INFO - SpectrogramDataset initialized successfully
|
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2024-05-16 16:53:14,376 - root - INFO - Dataset length: 2288
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2024-05-16 16:53:14,377 - root - INFO - Train dataset length: 1601
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2024-05-16 16:53:14,378 - root - INFO - Validation dataset length: 343
|
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2024-05-16 16:53:14,378 - root - INFO - Test dataset length: 344
|
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2024-05-16 16:53:18,114 - root - INFO - Train dataset verification passed
|
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2024-05-16 16:53:18,700 - root - INFO - Validation dataset verification passed
|
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2024-05-16 16:53:19,364 - root - INFO - Test dataset verification passed
|
|
2024-05-16 16:53:19,367 - root - INFO - Train sampler indices: [417, 305, 1305, 1228, 557, 285, 665, 354, 630, 7]... (total: 1601)
|
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2024-05-16 16:53:19,367 - root - INFO - Train sampler indices within range.
|
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2024-05-16 16:53:19,368 - root - INFO - Validation sampler indices: [132, 250, 298, 27, 275, 336, 224, 12, 267, 110]... (total: 343)
|
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2024-05-16 16:53:19,369 - root - INFO - Validation sampler indices within range.
|
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2024-05-16 16:53:19,369 - root - INFO - Test sampler indices: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]... (total: 344)
|
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2024-05-16 16:53:19,370 - root - INFO - Test sampler indices within range.
|
|
2024-05-16 16:54:30,006 - root - ERROR - An error occurred: mat1 and mat2 shapes cannot be multiplied (65x28672 and 32768x1024)
|
|
2024-05-16 16:58:46,198 - root - INFO - Initializing SpectrogramDataset...
|
|
2024-05-16 16:58:46,715 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
|
|
2024-05-16 16:58:46,720 - root - INFO - SpectrogramDataset initialized successfully
|
|
2024-05-16 16:58:46,723 - root - INFO - Dataset length: 2288
|
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2024-05-16 16:58:46,723 - root - INFO - Train dataset length: 1601
|
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2024-05-16 16:58:46,724 - root - INFO - Validation dataset length: 343
|
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2024-05-16 16:58:46,725 - root - INFO - Test dataset length: 344
|
|
2024-05-16 16:58:50,330 - root - INFO - Train dataset verification passed
|
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2024-05-16 16:58:51,110 - root - INFO - Validation dataset verification passed
|
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2024-05-16 16:58:51,943 - root - INFO - Test dataset verification passed
|
|
2024-05-16 16:58:51,945 - root - INFO - Train sampler indices: [963, 1570, 599, 1093, 923, 1455, 61, 711, 76, 753]... (total: 1601)
|
|
2024-05-16 16:58:51,946 - root - INFO - Train sampler indices within range.
|
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2024-05-16 16:58:51,947 - root - INFO - Validation sampler indices: [93, 4, 216, 142, 203, 314, 263, 222, 326, 199]... (total: 343)
|
|
2024-05-16 16:58:51,948 - root - INFO - Validation sampler indices within range.
|
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2024-05-16 16:58:51,948 - root - INFO - Test sampler indices: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]... (total: 344)
|
|
2024-05-16 16:58:51,949 - root - INFO - Test sampler indices within range.
|
|
2024-05-16 17:01:19,991 - root - INFO - Initializing SpectrogramDataset...
|
|
2024-05-16 17:01:20,507 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
|
|
2024-05-16 17:01:20,512 - root - INFO - SpectrogramDataset initialized successfully
|
|
2024-05-16 17:01:20,515 - root - INFO - Dataset length: 2288
|
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2024-05-16 17:01:20,516 - root - INFO - Train dataset length: 1601
|
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2024-05-16 17:01:20,516 - root - INFO - Validation dataset length: 343
|
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2024-05-16 17:01:20,517 - root - INFO - Test dataset length: 344
|
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2024-05-16 17:01:23,995 - root - INFO - Train dataset verification passed
|
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2024-05-16 17:01:24,677 - root - INFO - Validation dataset verification passed
|
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2024-05-16 17:01:25,476 - root - INFO - Test dataset verification passed
|
|
2024-05-16 17:01:25,479 - root - INFO - Train sampler indices: [1387, 1163, 1160, 689, 400, 288, 1388, 1466, 1248, 921]... (total: 1601)
|
|
2024-05-16 17:01:25,479 - root - INFO - Train sampler indices within range.
|
|
2024-05-16 17:01:25,480 - root - INFO - Validation sampler indices: [18, 46, 244, 12, 240, 334, 280, 73, 322, 177]... (total: 343)
|
|
2024-05-16 17:01:25,481 - root - INFO - Validation sampler indices within range.
|
|
2024-05-16 17:01:25,481 - root - INFO - Test sampler indices: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]... (total: 344)
|
|
2024-05-16 17:01:25,482 - root - INFO - Test sampler indices within range.
|
|
2024-05-16 17:09:53,291 - root - INFO - Initializing SpectrogramDataset...
|
|
2024-05-16 17:09:53,807 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
|
|
2024-05-16 17:09:53,965 - root - INFO - SpectrogramDataset initialized successfully
|
|
2024-05-16 17:09:53,968 - root - INFO - Dataset length: 2288
|
|
2024-05-16 17:09:53,969 - root - INFO - Train dataset length: 1601
|
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2024-05-16 17:09:53,970 - root - INFO - Validation dataset length: 343
|
|
2024-05-16 17:09:53,971 - root - INFO - Test dataset length: 344
|
|
2024-05-16 17:09:57,660 - root - INFO - Train dataset verification passed
|
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2024-05-16 17:09:58,343 - root - INFO - Validation dataset verification passed
|
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2024-05-16 17:09:59,001 - root - INFO - Test dataset verification passed
|
|
2024-05-16 17:09:59,004 - root - INFO - Train sampler indices: [1020, 1164, 378, 1445, 1077, 545, 635, 390, 489, 52]... (total: 1601)
|
|
2024-05-16 17:09:59,004 - root - INFO - Train sampler indices within range.
|
|
2024-05-16 17:09:59,006 - root - INFO - Validation sampler indices: [317, 276, 168, 294, 80, 262, 68, 152, 337, 193]... (total: 343)
|
|
2024-05-16 17:09:59,006 - root - INFO - Validation sampler indices within range.
|
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2024-05-16 17:09:59,007 - root - INFO - Test sampler indices: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]... (total: 344)
|
|
2024-05-16 17:09:59,007 - root - INFO - Test sampler indices within range.
|
|
2024-05-16 17:14:42,976 - root - INFO - Initializing SpectrogramDataset...
|
|
2024-05-16 17:14:43,536 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
|
|
2024-05-16 17:14:43,541 - root - INFO - SpectrogramDataset initialized successfully
|
|
2024-05-16 17:14:43,544 - root - INFO - Dataset length: 2288
|
|
2024-05-16 17:14:43,544 - root - INFO - Train dataset length: 1601
|
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2024-05-16 17:14:43,545 - root - INFO - Validation dataset length: 343
|
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2024-05-16 17:14:43,546 - root - INFO - Test dataset length: 344
|
|
2024-05-16 17:14:47,402 - root - INFO - Train dataset verification passed
|
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2024-05-16 17:14:48,119 - root - INFO - Validation dataset verification passed
|
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2024-05-16 17:14:48,836 - root - INFO - Test dataset verification passed
|
|
2024-05-16 17:14:48,839 - root - INFO - Train sampler indices: [51, 468, 1020, 401, 1069, 884, 566, 1287, 1280, 514]... (total: 1601)
|
|
2024-05-16 17:14:48,839 - root - INFO - Train sampler indices within range.
|
|
2024-05-16 17:14:48,840 - root - INFO - Validation sampler indices: [40, 77, 104, 254, 113, 284, 119, 195, 133, 4]... (total: 343)
|
|
2024-05-16 17:14:48,841 - root - INFO - Validation sampler indices within range.
|
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2024-05-16 17:14:48,841 - root - INFO - Test sampler indices: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]... (total: 344)
|
|
2024-05-16 17:14:48,842 - root - INFO - Test sampler indices within range.
|
|
2024-05-16 17:16:34,292 - root - INFO - Initializing SpectrogramDataset...
|
|
2024-05-16 17:16:34,820 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
|
|
2024-05-16 17:16:34,825 - root - INFO - SpectrogramDataset initialized successfully
|
|
2024-05-16 17:16:34,828 - root - INFO - Dataset length: 2288
|
|
2024-05-16 17:16:34,829 - root - INFO - Train dataset length: 1601
|
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2024-05-16 17:16:34,830 - root - INFO - Validation dataset length: 343
|
|
2024-05-16 17:16:34,831 - root - INFO - Test dataset length: 344
|
|
2024-05-16 17:16:38,483 - root - INFO - Train dataset verification passed
|
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2024-05-16 17:16:39,261 - root - INFO - Validation dataset verification passed
|
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2024-05-16 17:16:40,178 - root - INFO - Test dataset verification passed
|
|
2024-05-16 17:16:40,182 - root - INFO - Train sampler indices: [161, 1459, 1297, 1364, 621, 261, 361, 1526, 159, 676]... (total: 1601)
|
|
2024-05-16 17:16:40,182 - root - INFO - Train sampler indices within range.
|
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2024-05-16 17:16:40,183 - root - INFO - Validation sampler indices: [108, 159, 16, 2, 255, 169, 322, 176, 257, 319]... (total: 343)
|
|
2024-05-16 17:16:40,184 - root - INFO - Validation sampler indices within range.
|
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2024-05-16 17:16:40,185 - root - INFO - Test sampler indices: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]... (total: 344)
|
|
2024-05-16 17:16:40,185 - root - INFO - Test sampler indices within range.
|
|
2024-05-16 17:22:38,962 - root - INFO - Initializing SpectrogramDataset...
|
|
2024-05-16 17:22:39,476 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
|
|
2024-05-16 17:22:39,482 - root - INFO - SpectrogramDataset initialized successfully
|
|
2024-05-16 17:22:39,484 - root - INFO - Dataset length: 2288
|
|
2024-05-16 17:22:39,485 - root - INFO - Train dataset length: 1601
|
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2024-05-16 17:22:39,486 - root - INFO - Validation dataset length: 343
|
|
2024-05-16 17:22:39,486 - root - INFO - Test dataset length: 344
|
|
2024-05-16 17:22:43,533 - root - INFO - Train dataset verification passed
|
|
2024-05-16 17:22:44,327 - root - INFO - Validation dataset verification passed
|
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2024-05-16 17:22:45,030 - root - INFO - Test dataset verification passed
|
|
2024-05-16 17:22:45,033 - root - INFO - Train sampler indices: [118, 829, 811, 1417, 665, 623, 127, 1084, 1138, 1530]... (total: 1601)
|
|
2024-05-16 17:22:45,033 - root - INFO - Train sampler indices within range.
|
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2024-05-16 17:22:45,035 - root - INFO - Validation sampler indices: [143, 9, 118, 218, 205, 141, 320, 39, 336, 33]... (total: 343)
|
|
2024-05-16 17:22:45,035 - root - INFO - Validation sampler indices within range.
|
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2024-05-16 17:22:45,036 - root - INFO - Test sampler indices: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]... (total: 344)
|
|
2024-05-16 17:22:45,036 - root - INFO - Test sampler indices within range.
|
|
2024-05-16 17:25:24,529 - root - INFO - Initializing SpectrogramDataset...
|
|
2024-05-16 17:25:25,119 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
|
|
2024-05-16 17:25:25,125 - root - INFO - SpectrogramDataset initialized successfully
|
|
2024-05-16 17:25:25,128 - root - INFO - Dataset length: 2288
|
|
2024-05-16 17:25:25,129 - root - INFO - Train dataset length: 1601
|
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2024-05-16 17:25:25,130 - root - INFO - Validation dataset length: 343
|
|
2024-05-16 17:25:25,131 - root - INFO - Test dataset length: 344
|
|
2024-05-16 17:25:28,714 - root - INFO - Train dataset verification passed
|
|
2024-05-16 17:25:29,462 - root - INFO - Validation dataset verification passed
|
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2024-05-16 17:25:30,173 - root - INFO - Test dataset verification passed
|
|
2024-05-16 17:25:30,176 - root - INFO - Train sampler indices: [902, 936, 524, 793, 626, 1586, 205, 1589, 421, 1497]... (total: 1601)
|
|
2024-05-16 17:25:30,176 - root - INFO - Train sampler indices within range.
|
|
2024-05-16 17:25:30,177 - root - INFO - Validation sampler indices: [231, 277, 199, 19, 226, 308, 339, 291, 36, 148]... (total: 343)
|
|
2024-05-16 17:25:30,178 - root - INFO - Validation sampler indices within range.
|
|
2024-05-16 17:25:30,178 - root - INFO - Test sampler indices: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]... (total: 344)
|
|
2024-05-16 17:25:30,179 - root - INFO - Test sampler indices within range.
|
|
2024-05-16 17:27:12,712 - root - INFO - Initializing SpectrogramDataset...
|
|
2024-05-16 17:27:13,220 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
|
|
2024-05-16 17:27:13,226 - root - INFO - SpectrogramDataset initialized successfully
|
|
2024-05-16 17:27:13,229 - root - INFO - Dataset length: 2288
|
|
2024-05-16 17:27:13,230 - root - INFO - Train dataset length: 1601
|
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2024-05-16 17:27:13,231 - root - INFO - Validation dataset length: 343
|
|
2024-05-16 17:27:13,231 - root - INFO - Test dataset length: 344
|
|
2024-05-16 17:27:16,751 - root - INFO - Train dataset verification passed
|
|
2024-05-16 17:27:17,505 - root - INFO - Validation dataset verification passed
|
|
2024-05-16 17:27:18,216 - root - INFO - Test dataset verification passed
|
|
2024-05-16 17:27:18,219 - root - INFO - Train sampler indices: [554, 203, 939, 1461, 214, 1459, 1, 114, 1008, 835]... (total: 1601)
|
|
2024-05-16 17:27:18,219 - root - INFO - Train sampler indices within range.
|
|
2024-05-16 17:27:18,221 - root - INFO - Validation sampler indices: [134, 260, 160, 205, 259, 177, 241, 41, 48, 58]... (total: 343)
|
|
2024-05-16 17:27:18,221 - root - INFO - Validation sampler indices within range.
|
|
2024-05-16 17:27:18,222 - root - INFO - Test sampler indices: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]... (total: 344)
|
|
2024-05-16 17:27:18,222 - root - INFO - Test sampler indices within range.
|
|
2024-05-16 17:32:36,459 - root - INFO - Initializing SpectrogramDataset...
|
|
2024-05-16 17:32:37,002 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
|
|
2024-05-16 17:32:37,008 - root - INFO - SpectrogramDataset initialized successfully
|
|
2024-05-16 17:32:37,011 - root - INFO - Dataset length: 2288
|
|
2024-05-16 17:32:37,012 - root - INFO - Train dataset length: 1601
|
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2024-05-16 17:32:37,013 - root - INFO - Validation dataset length: 343
|
|
2024-05-16 17:32:37,014 - root - INFO - Test dataset length: 344
|
|
2024-05-16 17:32:40,988 - root - INFO - Train dataset verification passed
|
|
2024-05-16 17:32:41,669 - root - INFO - Validation dataset verification passed
|
|
2024-05-16 17:32:42,237 - root - INFO - Test dataset verification passed
|
|
2024-05-16 17:32:42,239 - root - INFO - Train sampler indices: [1107, 648, 26, 1289, 277, 753, 139, 1574, 579, 566]... (total: 1601)
|
|
2024-05-16 17:32:42,240 - root - INFO - Train sampler indices within range.
|
|
2024-05-16 17:32:42,241 - root - INFO - Validation sampler indices: [324, 93, 175, 231, 205, 84, 1, 66, 140, 120]... (total: 343)
|
|
2024-05-16 17:32:42,242 - root - INFO - Validation sampler indices within range.
|
|
2024-05-16 17:32:42,242 - root - INFO - Test sampler indices: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]... (total: 344)
|
|
2024-05-16 17:32:42,243 - root - INFO - Test sampler indices within range.
|
|
2024-05-16 17:35:48,077 - root - INFO - Initializing SpectrogramDataset...
|
|
2024-05-16 17:35:48,610 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
|
|
2024-05-16 17:35:48,614 - root - INFO - SpectrogramDataset initialized successfully
|
|
2024-05-16 17:35:48,617 - root - INFO - Dataset length: 2288
|
|
2024-05-16 17:35:48,618 - root - INFO - Train dataset length: 1601
|
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2024-05-16 17:35:48,619 - root - INFO - Validation dataset length: 343
|
|
2024-05-16 17:35:48,619 - root - INFO - Test dataset length: 344
|
|
2024-05-16 17:35:52,394 - root - INFO - Train dataset verification passed
|
|
2024-05-16 17:35:53,318 - root - INFO - Validation dataset verification passed
|
|
2024-05-16 17:35:54,123 - root - INFO - Test dataset verification passed
|
|
2024-05-16 17:35:54,127 - root - INFO - Train sampler indices: [927, 1138, 180, 622, 0, 824, 702, 784, 273, 1378]... (total: 1601)
|
|
2024-05-16 17:35:54,127 - root - INFO - Train sampler indices within range.
|
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2024-05-16 17:35:54,129 - root - INFO - Validation sampler indices: [192, 283, 183, 187, 227, 32, 199, 268, 174, 259]... (total: 343)
|
|
2024-05-16 17:35:54,130 - root - INFO - Validation sampler indices within range.
|
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2024-05-16 17:35:54,131 - root - INFO - Test sampler indices: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]... (total: 344)
|
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2024-05-16 17:35:54,132 - root - INFO - Test sampler indices within range.
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2024-05-16 17:36:27,073 - root - INFO - Initializing SpectrogramDataset...
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2024-05-16 17:36:27,582 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
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2024-05-16 17:36:27,587 - root - INFO - SpectrogramDataset initialized successfully
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2024-05-16 17:36:27,590 - root - INFO - Dataset length: 2288
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2024-05-16 17:36:27,591 - root - INFO - Train dataset length: 1601
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2024-05-16 17:36:27,592 - root - INFO - Validation dataset length: 343
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2024-05-16 17:36:27,593 - root - INFO - Test dataset length: 344
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2024-05-16 17:36:31,059 - root - INFO - Train dataset verification passed
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2024-05-16 17:36:31,803 - root - INFO - Validation dataset verification passed
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2024-05-16 17:36:32,610 - root - INFO - Test dataset verification passed
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2024-05-16 17:36:32,613 - root - INFO - Train sampler indices: [837, 328, 1195, 909, 1489, 664, 151, 1415, 267, 484]... (total: 1601)
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2024-05-16 17:36:32,613 - root - INFO - Train sampler indices within range.
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2024-05-16 17:36:32,615 - root - INFO - Validation sampler indices: [123, 143, 321, 66, 222, 160, 292, 324, 64, 103]... (total: 343)
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2024-05-16 17:36:32,615 - root - INFO - Validation sampler indices within range.
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2024-05-16 17:36:32,616 - root - INFO - Test sampler indices: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]... (total: 344)
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2024-05-16 17:36:32,617 - root - INFO - Test sampler indices within range.
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2024-05-16 17:38:25,497 - root - INFO - Initializing SpectrogramDataset...
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2024-05-16 17:38:26,055 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
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2024-05-16 17:38:26,060 - root - INFO - SpectrogramDataset initialized successfully
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2024-05-16 17:38:26,063 - root - INFO - Dataset length: 2288
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2024-05-16 17:38:26,064 - root - INFO - Train dataset length: 1601
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2024-05-16 17:38:26,064 - root - INFO - Validation dataset length: 343
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2024-05-16 17:38:26,065 - root - INFO - Test dataset length: 344
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2024-05-16 17:38:29,643 - root - INFO - Train dataset verification passed
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2024-05-16 17:38:30,352 - root - INFO - Validation dataset verification passed
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2024-05-16 17:38:31,124 - root - INFO - Test dataset verification passed
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2024-05-16 17:38:31,127 - root - INFO - Train sampler indices: [175, 1137, 485, 1569, 1512, 540, 916, 448, 467, 1365]... (total: 1601)
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2024-05-16 17:38:31,127 - root - INFO - Train sampler indices within range.
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2024-05-16 17:38:31,129 - root - INFO - Validation sampler indices: [79, 304, 232, 145, 290, 57, 301, 45, 261, 97]... (total: 343)
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2024-05-16 17:38:31,129 - root - INFO - Validation sampler indices within range.
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2024-05-16 17:38:31,130 - root - INFO - Test sampler indices: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]... (total: 344)
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2024-05-16 17:38:31,130 - root - INFO - Test sampler indices within range.
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2024-05-16 17:42:09,758 - root - INFO - Initializing SpectrogramDataset...
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2024-05-16 17:42:10,265 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
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2024-05-16 17:42:10,270 - root - INFO - SpectrogramDataset initialized successfully
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2024-05-16 17:42:10,273 - root - INFO - Dataset length: 2288
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2024-05-16 17:42:10,274 - root - INFO - Train dataset length: 1601
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2024-05-16 17:42:10,274 - root - INFO - Validation dataset length: 343
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2024-05-16 17:42:10,275 - root - INFO - Test dataset length: 344
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2024-05-16 17:42:13,857 - root - INFO - Train dataset verification passed
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2024-05-16 17:42:14,445 - root - INFO - Validation dataset verification passed
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2024-05-16 17:42:15,193 - root - INFO - Test dataset verification passed
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2024-05-16 17:42:15,195 - root - INFO - Train sampler indices: [480, 1221, 1063, 1056, 567, 1140, 877, 909, 686, 1147]... (total: 1601)
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2024-05-16 17:42:15,195 - root - INFO - Train sampler indices within range.
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2024-05-16 17:42:15,196 - root - INFO - Validation sampler indices: [12, 273, 22, 283, 14, 231, 4, 316, 229, 232]... (total: 343)
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2024-05-16 17:42:15,197 - root - INFO - Validation sampler indices within range.
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2024-05-16 17:42:15,198 - root - INFO - Test sampler indices: [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]... (total: 344)
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2024-05-16 17:42:15,198 - root - INFO - Test sampler indices within range.
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2024-05-16 19:59:59,273 - root - INFO - Epoch 1:
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Training Loss: 1.5577, Training Accuracy: 0.3242, Validation Loss: 1.6561, Validation Accuracy: 0.1603
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2024-05-16 19:59:59,275 - root - INFO - Current learning rate: 0.00014687223021475341
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2024-05-16 20:00:16,791 - root - INFO - Epoch 2:
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Training Loss: 1.1934, Training Accuracy: 0.5572, Validation Loss: 1.6995, Validation Accuracy: 0.1545
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2024-05-16 20:00:16,792 - root - INFO - Current learning rate: 0.00014687223021475341
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2024-05-16 20:00:33,986 - root - INFO - Epoch 3:
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Training Loss: 1.0130, Training Accuracy: 0.6140, Validation Loss: 1.6373, Validation Accuracy: 0.1983
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2024-05-16 20:00:33,987 - root - INFO - Current learning rate: 0.00014687223021475341
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2024-05-16 20:00:51,043 - root - INFO - Epoch 4:
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Training Loss: 0.9106, Training Accuracy: 0.6452, Validation Loss: 1.6587, Validation Accuracy: 0.3586
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2024-05-16 20:00:51,044 - root - INFO - Current learning rate: 0.00014687223021475341
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2024-05-16 20:01:07,976 - root - INFO - Epoch 5:
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Training Loss: 0.8757, Training Accuracy: 0.6377, Validation Loss: 0.9697, Validation Accuracy: 0.6501
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2024-05-16 20:01:07,977 - root - INFO - Current learning rate: 0.00014687223021475341
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2024-05-16 20:01:25,453 - root - INFO - Epoch 6:
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Training Loss: 0.7976, Training Accuracy: 0.6677, Validation Loss: 0.8183, Validation Accuracy: 0.6618
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2024-05-16 20:01:25,454 - root - INFO - Current learning rate: 0.00014687223021475341
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2024-05-16 20:01:42,979 - root - INFO - Epoch 7:
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Training Loss: 0.7621, Training Accuracy: 0.7021, Validation Loss: 0.8188, Validation Accuracy: 0.6822
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2024-05-16 20:01:42,980 - root - INFO - Current learning rate: 0.00014687223021475341
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2024-05-16 20:02:00,123 - root - INFO - Epoch 8:
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Training Loss: 0.7261, Training Accuracy: 0.7164, Validation Loss: 0.8117, Validation Accuracy: 0.6939
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2024-05-16 20:02:00,124 - root - INFO - Current learning rate: 0.00014687223021475341
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2024-05-16 20:02:17,571 - root - INFO - Epoch 9:
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Training Loss: 0.6669, Training Accuracy: 0.7439, Validation Loss: 1.3692, Validation Accuracy: 0.4111
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2024-05-16 20:02:17,572 - root - INFO - Current learning rate: 0.00014687223021475341
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2024-05-16 20:02:35,083 - root - INFO - Epoch 10:
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Training Loss: 0.6629, Training Accuracy: 0.7383, Validation Loss: 1.0841, Validation Accuracy: 0.5656
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2024-05-16 20:02:35,084 - root - INFO - Current learning rate: 0.00014687223021475341
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2024-05-16 20:02:35,156 - root - INFO - Model saved to checkpoint_epoch_10.pth
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2024-05-16 20:02:52,706 - root - INFO - Epoch 11:
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Training Loss: 0.6576, Training Accuracy: 0.7639, Validation Loss: 1.1429, Validation Accuracy: 0.4985
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2024-05-16 20:02:52,706 - root - INFO - Current learning rate: 0.00014687223021475341
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2024-05-16 20:03:09,804 - root - INFO - Epoch 12:
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Training Loss: 0.6069, Training Accuracy: 0.7758, Validation Loss: 0.6139, Validation Accuracy: 0.7580
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2024-05-16 20:03:09,805 - root - INFO - Current learning rate: 0.00014687223021475341
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2024-05-16 20:03:27,549 - root - INFO - Epoch 13:
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Training Loss: 0.6503, Training Accuracy: 0.7676, Validation Loss: 0.7179, Validation Accuracy: 0.7405
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2024-05-16 20:03:27,550 - root - INFO - Current learning rate: 0.00014687223021475341
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2024-05-16 20:03:45,089 - root - INFO - Epoch 14:
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Training Loss: 0.6080, Training Accuracy: 0.7739, Validation Loss: 0.8486, Validation Accuracy: 0.6735
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2024-05-16 20:03:45,090 - root - INFO - Current learning rate: 0.00014687223021475341
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2024-05-16 20:04:02,210 - root - INFO - Epoch 15:
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Training Loss: 0.5748, Training Accuracy: 0.7901, Validation Loss: 0.5868, Validation Accuracy: 0.7813
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2024-05-16 20:04:02,211 - root - INFO - Current learning rate: 0.00014687223021475341
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2024-05-16 20:04:20,031 - root - INFO - Epoch 16:
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Training Loss: 0.5869, Training Accuracy: 0.7914, Validation Loss: 0.6960, Validation Accuracy: 0.7551
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2024-05-16 20:04:20,033 - root - INFO - Current learning rate: 0.00014687223021475341
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2024-05-16 20:04:37,050 - root - INFO - Epoch 17:
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Training Loss: 0.5558, Training Accuracy: 0.8082, Validation Loss: 0.8577, Validation Accuracy: 0.6297
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2024-05-16 20:04:37,051 - root - INFO - Current learning rate: 0.00014687223021475341
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2024-05-16 20:04:54,387 - root - INFO - Epoch 18:
|
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Training Loss: 0.4989, Training Accuracy: 0.8126, Validation Loss: 0.7182, Validation Accuracy: 0.7230
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2024-05-16 20:04:54,388 - root - INFO - Current learning rate: 0.00014687223021475341
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2024-05-16 20:05:11,701 - root - INFO - Epoch 19:
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Training Loss: 0.4998, Training Accuracy: 0.8239, Validation Loss: 1.1774, Validation Accuracy: 0.5073
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2024-05-16 20:05:11,702 - root - INFO - Current learning rate: 1.4687223021475341e-05
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2024-05-16 20:05:28,909 - root - INFO - Epoch 20:
|
|
Training Loss: 0.4958, Training Accuracy: 0.8245, Validation Loss: 0.6923, Validation Accuracy: 0.7201
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2024-05-16 20:05:28,910 - root - INFO - Current learning rate: 1.4687223021475341e-05
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2024-05-16 20:05:29,023 - root - INFO - Model saved to checkpoint_epoch_20.pth
|
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2024-05-16 20:05:46,100 - root - INFO - Epoch 21:
|
|
Training Loss: 0.4622, Training Accuracy: 0.8332, Validation Loss: 0.5315, Validation Accuracy: 0.8017
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2024-05-16 20:05:46,101 - root - INFO - Current learning rate: 1.4687223021475341e-05
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2024-05-16 20:06:03,727 - root - INFO - Epoch 22:
|
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Training Loss: 0.4357, Training Accuracy: 0.8463, Validation Loss: 0.4926, Validation Accuracy: 0.8163
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2024-05-16 20:06:03,728 - root - INFO - Current learning rate: 1.4687223021475341e-05
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2024-05-16 20:06:21,316 - root - INFO - Epoch 23:
|
|
Training Loss: 0.4551, Training Accuracy: 0.8332, Validation Loss: 0.5084, Validation Accuracy: 0.8105
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2024-05-16 20:06:21,318 - root - INFO - Current learning rate: 1.4687223021475341e-05
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2024-05-16 20:06:38,567 - root - INFO - Epoch 24:
|
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Training Loss: 0.4457, Training Accuracy: 0.8326, Validation Loss: 0.4975, Validation Accuracy: 0.8309
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2024-05-16 20:06:38,568 - root - INFO - Current learning rate: 1.4687223021475341e-05
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2024-05-16 20:06:55,865 - root - INFO - Epoch 25:
|
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Training Loss: 0.4442, Training Accuracy: 0.8445, Validation Loss: 0.5614, Validation Accuracy: 0.7726
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2024-05-16 20:06:55,866 - root - INFO - Current learning rate: 1.4687223021475341e-05
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2024-05-16 20:07:12,862 - root - INFO - Epoch 26:
|
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Training Loss: 0.4198, Training Accuracy: 0.8482, Validation Loss: 0.5582, Validation Accuracy: 0.7872
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2024-05-16 20:07:12,863 - root - INFO - Current learning rate: 1.4687223021475343e-06
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2024-05-16 20:07:29,969 - root - INFO - Epoch 27:
|
|
Training Loss: 0.4044, Training Accuracy: 0.8576, Validation Loss: 0.5670, Validation Accuracy: 0.7784
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2024-05-16 20:07:29,970 - root - INFO - Current learning rate: 1.4687223021475343e-06
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2024-05-16 20:07:47,649 - root - INFO - Epoch 28:
|
|
Training Loss: 0.3945, Training Accuracy: 0.8638, Validation Loss: 0.5677, Validation Accuracy: 0.7930
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2024-05-16 20:07:47,650 - root - INFO - Current learning rate: 1.4687223021475343e-06
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2024-05-16 20:08:05,090 - root - INFO - Epoch 29:
|
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Training Loss: 0.4371, Training Accuracy: 0.8463, Validation Loss: 0.5071, Validation Accuracy: 0.8105
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2024-05-16 20:08:05,091 - root - INFO - Current learning rate: 1.4687223021475343e-06
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2024-05-16 20:08:22,390 - root - INFO - Epoch 30:
|
|
Training Loss: 0.3655, Training Accuracy: 0.8713, Validation Loss: 0.5345, Validation Accuracy: 0.8105
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2024-05-16 20:08:22,391 - root - INFO - Current learning rate: 1.4687223021475343e-07
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2024-05-16 20:08:22,461 - root - INFO - Model saved to checkpoint_epoch_30.pth
|
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2024-05-16 20:08:39,718 - root - INFO - Epoch 31:
|
|
Training Loss: 0.4207, Training Accuracy: 0.8376, Validation Loss: 0.4701, Validation Accuracy: 0.8426
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2024-05-16 20:08:39,719 - root - INFO - Current learning rate: 1.4687223021475343e-07
|
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2024-05-16 20:08:57,038 - root - INFO - Epoch 32:
|
|
Training Loss: 0.4016, Training Accuracy: 0.8588, Validation Loss: 0.5002, Validation Accuracy: 0.8251
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2024-05-16 20:08:57,039 - root - INFO - Current learning rate: 1.4687223021475343e-07
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2024-05-16 20:09:14,469 - root - INFO - Epoch 33:
|
|
Training Loss: 0.3913, Training Accuracy: 0.8507, Validation Loss: 0.5197, Validation Accuracy: 0.8192
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2024-05-16 20:09:14,470 - root - INFO - Current learning rate: 1.4687223021475343e-07
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2024-05-16 20:09:31,318 - root - INFO - Epoch 34:
|
|
Training Loss: 0.3930, Training Accuracy: 0.8582, Validation Loss: 0.5009, Validation Accuracy: 0.8163
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2024-05-16 20:09:31,319 - root - INFO - Current learning rate: 1.4687223021475343e-07
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2024-05-16 20:09:48,349 - root - INFO - Epoch 35:
|
|
Training Loss: 0.4068, Training Accuracy: 0.8582, Validation Loss: 0.5252, Validation Accuracy: 0.8017
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2024-05-16 20:09:48,350 - root - INFO - Current learning rate: 1.4687223021475344e-08
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2024-05-16 20:10:05,715 - root - INFO - Epoch 36:
|
|
Training Loss: 0.3837, Training Accuracy: 0.8626, Validation Loss: 0.4920, Validation Accuracy: 0.8222
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2024-05-16 20:10:05,716 - root - INFO - Current learning rate: 1.4687223021475344e-08
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2024-05-16 20:10:22,830 - root - INFO - Epoch 37:
|
|
Training Loss: 0.3958, Training Accuracy: 0.8551, Validation Loss: 0.5132, Validation Accuracy: 0.8017
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2024-05-16 20:10:22,831 - root - INFO - Current learning rate: 1.4687223021475344e-08
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2024-05-16 20:10:39,743 - root - INFO - Epoch 38:
|
|
Training Loss: 0.4118, Training Accuracy: 0.8545, Validation Loss: 0.4982, Validation Accuracy: 0.8222
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2024-05-16 20:10:39,744 - root - INFO - Current learning rate: 1.4687223021475344e-08
|
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2024-05-16 20:10:56,961 - root - INFO - Epoch 39:
|
|
Training Loss: 0.3992, Training Accuracy: 0.8501, Validation Loss: 0.5586, Validation Accuracy: 0.7813
|
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2024-05-16 20:10:56,962 - root - INFO - Current learning rate: 1.4687223021475344e-09
|
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2024-05-16 20:11:14,143 - root - INFO - Epoch 40:
|
|
Training Loss: 0.4223, Training Accuracy: 0.8407, Validation Loss: 0.5121, Validation Accuracy: 0.8017
|
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|
|
2024-05-16 20:11:14,144 - root - INFO - Current learning rate: 1.4687223021475344e-09
|
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2024-05-16 20:11:14,223 - root - INFO - Model saved to checkpoint_epoch_40.pth
|
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2024-05-16 20:11:31,461 - root - INFO - Epoch 41:
|
|
Training Loss: 0.4029, Training Accuracy: 0.8570, Validation Loss: 0.4884, Validation Accuracy: 0.8280
|
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|
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2024-05-16 20:11:31,462 - root - INFO - Current learning rate: 1.4687223021475344e-09
|
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2024-05-16 20:11:48,923 - root - INFO - Epoch 42:
|
|
Training Loss: 0.3903, Training Accuracy: 0.8526, Validation Loss: 0.5349, Validation Accuracy: 0.8017
|
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|
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2024-05-16 20:11:48,924 - root - INFO - Current learning rate: 1.4687223021475344e-09
|
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2024-05-16 20:12:06,239 - root - INFO - Epoch 43:
|
|
Training Loss: 0.3991, Training Accuracy: 0.8595, Validation Loss: 0.5401, Validation Accuracy: 0.7784
|
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|
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2024-05-16 20:12:06,240 - root - INFO - Current learning rate: 1.4687223021475344e-09
|
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2024-05-16 20:12:23,515 - root - INFO - Epoch 44:
|
|
Training Loss: 0.4197, Training Accuracy: 0.8395, Validation Loss: 0.5497, Validation Accuracy: 0.7872
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2024-05-16 20:12:23,516 - root - INFO - Current learning rate: 1.4687223021475344e-09
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2024-05-16 20:12:40,642 - root - INFO - Epoch 45:
|
|
Training Loss: 0.4323, Training Accuracy: 0.8438, Validation Loss: 0.5315, Validation Accuracy: 0.8076
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2024-05-16 20:12:40,643 - root - INFO - Current learning rate: 1.4687223021475344e-09
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2024-05-16 20:12:58,112 - root - INFO - Epoch 46:
|
|
Training Loss: 0.3983, Training Accuracy: 0.8557, Validation Loss: 0.5449, Validation Accuracy: 0.7959
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|
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2024-05-16 20:12:58,113 - root - INFO - Current learning rate: 1.4687223021475344e-09
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2024-05-16 20:13:15,440 - root - INFO - Epoch 47:
|
|
Training Loss: 0.3883, Training Accuracy: 0.8545, Validation Loss: 0.5234, Validation Accuracy: 0.8076
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2024-05-16 20:13:15,441 - root - INFO - Current learning rate: 1.4687223021475344e-09
|
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2024-05-16 20:13:32,209 - root - INFO - Epoch 48:
|
|
Training Loss: 0.4173, Training Accuracy: 0.8432, Validation Loss: 0.5416, Validation Accuracy: 0.7930
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2024-05-16 20:13:32,210 - root - INFO - Current learning rate: 1.4687223021475344e-09
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2024-05-16 20:13:49,067 - root - INFO - Epoch 49:
|
|
Training Loss: 0.4379, Training Accuracy: 0.8389, Validation Loss: 0.5227, Validation Accuracy: 0.8076
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2024-05-16 20:13:49,068 - root - INFO - Current learning rate: 1.4687223021475344e-09
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2024-05-16 20:14:06,293 - root - INFO - Epoch 50:
|
|
Training Loss: 0.4189, Training Accuracy: 0.8389, Validation Loss: 0.5142, Validation Accuracy: 0.8076
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2024-05-16 20:14:06,294 - root - INFO - Current learning rate: 1.4687223021475344e-09
|
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2024-05-16 20:14:06,363 - root - INFO - Model saved to checkpoint_epoch_50.pth
|
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2024-05-16 20:14:07,450 - root - INFO - precision recall f1-score support
|
|
|
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808 0.89 0.93 0.91 44
|
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Clap 0.51 0.79 0.62 24
|
|
Closed Hat 0.77 0.81 0.79 54
|
|
Kick 0.93 0.89 0.91 114
|
|
Open Hat 0.80 0.76 0.78 21
|
|
Snare 0.80 0.69 0.74 87
|
|
|
|
accuracy 0.82 344
|
|
macro avg 0.78 0.81 0.79 344
|
|
weighted avg 0.83 0.82 0.82 344
|
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2024-05-16 22:00:46,650 - root - INFO - Initializing SpectrogramDataset...
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2024-05-16 22:00:47,165 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
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2024-05-16 22:00:47,171 - root - INFO - SpectrogramDataset initialized successfully
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2024-05-16 22:00:47,377 - root - ERROR - An error occurred: name 'nn' is not defined
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2024-05-16 22:01:22,777 - root - INFO - Initializing SpectrogramDataset...
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2024-05-16 22:01:23,295 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
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2024-05-16 22:01:23,300 - root - INFO - SpectrogramDataset initialized successfully
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2024-05-16 22:01:42,720 - root - INFO - Epoch 1:
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Training Loss: 1.5260, Training Accuracy: 0.3385, Validation Loss: 1.6393, Validation Accuracy: 0.2624
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2024-05-16 22:01:42,722 - root - INFO - Current learning rate: 0.00014687223021475341
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2024-05-16 22:02:00,523 - root - INFO - Epoch 2:
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Training Loss: 1.2230, Training Accuracy: 0.5228, Validation Loss: 1.5649, Validation Accuracy: 0.3120
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2024-05-16 22:02:00,524 - root - INFO - Current learning rate: 0.00014687223021475341
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2024-05-16 22:02:18,855 - root - INFO - Epoch 3:
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Training Loss: 1.0560, Training Accuracy: 0.5853, Validation Loss: 1.5721, Validation Accuracy: 0.2886
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2024-05-16 22:02:18,856 - root - INFO - Current learning rate: 0.00014687223021475341
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2024-05-16 22:02:37,163 - root - INFO - Epoch 4:
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Training Loss: 0.9178, Training Accuracy: 0.6221, Validation Loss: 1.5178, Validation Accuracy: 0.3644
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2024-05-16 22:02:37,165 - root - INFO - Current learning rate: 0.00014687223021475341
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2024-05-16 22:06:42,042 - root - INFO - Initializing SpectrogramDataset...
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2024-05-16 22:06:42,551 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
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2024-05-16 22:06:42,556 - root - INFO - SpectrogramDataset initialized successfully
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2024-05-16 22:06:42,755 - root - ERROR - An error occurred: name 'nn' is not defined
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2024-05-16 22:07:15,641 - root - INFO - Initializing SpectrogramDataset...
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2024-05-16 22:07:16,161 - root - INFO - Dataset object loaded from F:\DATASET\v1\Spectrograms\spectrogram_dataset.pkl
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2024-05-16 22:07:16,166 - root - INFO - SpectrogramDataset initialized successfully
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2024-05-16 22:07:16,465 - root - INFO - Loaded the best model from previous training.
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2024-05-16 22:07:34,862 - root - INFO - Epoch 1:
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Training Loss: 0.5570, Training Accuracy: 0.7951, Validation Loss: 1.7239, Validation Accuracy: 0.5539
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2024-05-16 22:07:34,863 - root - INFO - Current learning rate: 0.00014687223021475341
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2024-05-16 22:07:51,864 - root - INFO - Epoch 2:
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Training Loss: 0.5908, Training Accuracy: 0.7851, Validation Loss: 0.7348, Validation Accuracy: 0.7318
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2024-05-16 22:07:51,865 - root - INFO - Current learning rate: 0.00014687223021475341
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2024-05-16 22:08:09,242 - root - INFO - Epoch 3:
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Training Loss: 0.5201, Training Accuracy: 0.8201, Validation Loss: 0.7574, Validation Accuracy: 0.7114
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2024-05-16 22:08:09,244 - root - INFO - Current learning rate: 0.00014687223021475341
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2024-05-16 22:08:25,962 - root - INFO - Epoch 4:
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Training Loss: 0.4979, Training Accuracy: 0.8176, Validation Loss: 0.7149, Validation Accuracy: 0.7143
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2024-05-16 22:08:25,963 - root - INFO - Current learning rate: 0.00014687223021475341
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2024-05-16 22:08:43,336 - root - INFO - Epoch 5:
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Training Loss: 0.4966, Training Accuracy: 0.8189, Validation Loss: 0.6777, Validation Accuracy: 0.7522
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2024-05-16 22:08:43,337 - root - INFO - Current learning rate: 0.00014687223021475341
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2024-05-16 22:09:00,375 - root - INFO - Epoch 6:
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Training Loss: 0.4906, Training Accuracy: 0.8276, Validation Loss: 0.6189, Validation Accuracy: 0.7551
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2024-05-16 22:09:00,376 - root - INFO - Current learning rate: 0.00014687223021475341
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2024-05-16 22:09:17,365 - root - INFO - Epoch 7:
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Training Loss: 0.4680, Training Accuracy: 0.8289, Validation Loss: 0.5583, Validation Accuracy: 0.7784
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2024-05-16 22:09:17,367 - root - INFO - Current learning rate: 0.00014687223021475341
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2024-05-16 22:09:34,205 - root - INFO - Epoch 8:
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Training Loss: 0.4521, Training Accuracy: 0.8326, Validation Loss: 0.6058, Validation Accuracy: 0.7755
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2024-05-16 22:09:34,207 - root - INFO - Current learning rate: 0.00014687223021475341
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2024-05-16 22:09:51,165 - root - INFO - Epoch 9:
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Training Loss: 0.4068, Training Accuracy: 0.8501, Validation Loss: 0.4922, Validation Accuracy: 0.8163
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2024-05-16 22:09:51,167 - root - INFO - Current learning rate: 0.00014687223021475341
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2024-05-16 22:10:08,186 - root - INFO - Epoch 10:
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Training Loss: 0.4259, Training Accuracy: 0.8463, Validation Loss: 0.5306, Validation Accuracy: 0.8076
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2024-05-16 22:10:08,187 - root - INFO - Current learning rate: 0.00014687223021475341
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2024-05-16 22:10:08,260 - root - INFO - Model saved to checkpoint_epoch_10.pth
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2024-05-16 22:10:25,419 - root - INFO - Epoch 11:
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Training Loss: 0.4122, Training Accuracy: 0.8451, Validation Loss: 0.5452, Validation Accuracy: 0.8105
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2024-05-16 22:10:25,421 - root - INFO - Current learning rate: 0.00014687223021475341
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2024-05-16 22:10:42,549 - root - INFO - Epoch 12:
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Training Loss: 0.4157, Training Accuracy: 0.8432, Validation Loss: 0.6177, Validation Accuracy: 0.7930
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2024-05-16 22:10:42,550 - root - INFO - Current learning rate: 0.00014687223021475341
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2024-05-16 22:10:59,620 - root - INFO - Epoch 13:
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Training Loss: 0.3727, Training Accuracy: 0.8595, Validation Loss: 0.7197, Validation Accuracy: 0.7405
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2024-05-16 22:10:59,621 - root - INFO - Current learning rate: 1.4687223021475341e-05
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2024-05-16 22:11:17,022 - root - INFO - Epoch 14:
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Training Loss: 0.4019, Training Accuracy: 0.8638, Validation Loss: 0.5073, Validation Accuracy: 0.8076
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2024-05-16 22:11:17,023 - root - INFO - Current learning rate: 1.4687223021475341e-05
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2024-05-16 22:11:34,626 - root - INFO - Epoch 15:
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Training Loss: 0.3273, Training Accuracy: 0.8832, Validation Loss: 0.4066, Validation Accuracy: 0.8601
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2024-05-16 22:11:34,628 - root - INFO - Current learning rate: 1.4687223021475341e-05
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2024-05-16 22:11:51,725 - root - INFO - Epoch 16:
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Training Loss: 0.3409, Training Accuracy: 0.8713, Validation Loss: 0.4711, Validation Accuracy: 0.8280
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2024-05-16 22:11:51,726 - root - INFO - Current learning rate: 1.4687223021475341e-05
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2024-05-16 22:12:09,010 - root - INFO - Epoch 17:
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Training Loss: 0.3207, Training Accuracy: 0.8826, Validation Loss: 0.4586, Validation Accuracy: 0.8338
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2024-05-16 22:12:09,011 - root - INFO - Current learning rate: 1.4687223021475341e-05
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2024-05-16 22:12:25,474 - root - INFO - Epoch 18:
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Training Loss: 0.3405, Training Accuracy: 0.8738, Validation Loss: 0.4560, Validation Accuracy: 0.8222
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2024-05-16 22:12:25,476 - root - INFO - Current learning rate: 1.4687223021475341e-05
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2024-05-16 22:12:42,848 - root - INFO - Epoch 19:
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Training Loss: 0.3721, Training Accuracy: 0.8657, Validation Loss: 0.4278, Validation Accuracy: 0.8426
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2024-05-16 22:12:42,849 - root - INFO - Current learning rate: 1.4687223021475343e-06
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2024-05-16 22:13:00,038 - root - INFO - Epoch 20:
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Training Loss: 0.3588, Training Accuracy: 0.8701, Validation Loss: 0.4247, Validation Accuracy: 0.8397
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2024-05-16 22:13:00,039 - root - INFO - Current learning rate: 1.4687223021475343e-06
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2024-05-16 22:13:00,114 - root - INFO - Model saved to checkpoint_epoch_20.pth
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2024-05-16 22:13:17,127 - root - INFO - Epoch 21:
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Training Loss: 0.3153, Training Accuracy: 0.8745, Validation Loss: 0.4080, Validation Accuracy: 0.8571
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2024-05-16 22:13:17,129 - root - INFO - Current learning rate: 1.4687223021475343e-06
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2024-05-16 22:13:33,743 - root - INFO - Epoch 22:
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Training Loss: 0.3187, Training Accuracy: 0.8876, Validation Loss: 0.4765, Validation Accuracy: 0.8251
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2024-05-16 22:13:33,744 - root - INFO - Current learning rate: 1.4687223021475343e-06
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2024-05-16 22:13:50,886 - root - INFO - Epoch 23:
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Training Loss: 0.3215, Training Accuracy: 0.8795, Validation Loss: 0.4566, Validation Accuracy: 0.8251
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2024-05-16 22:13:50,888 - root - INFO - Current learning rate: 1.4687223021475343e-07
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2024-05-16 22:14:08,209 - root - INFO - Epoch 24:
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Training Loss: 0.3030, Training Accuracy: 0.8938, Validation Loss: 0.4290, Validation Accuracy: 0.8222
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2024-05-16 22:14:08,211 - root - INFO - Current learning rate: 1.4687223021475343e-07
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2024-05-16 22:14:25,025 - root - INFO - Epoch 25:
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Training Loss: 0.3203, Training Accuracy: 0.8869, Validation Loss: 0.4327, Validation Accuracy: 0.8484
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2024-05-16 22:14:25,027 - root - INFO - Current learning rate: 1.4687223021475343e-07
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2024-05-16 22:14:42,254 - root - INFO - Epoch 26:
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Training Loss: 0.3120, Training Accuracy: 0.8938, Validation Loss: 0.4477, Validation Accuracy: 0.8280
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2024-05-16 22:14:42,255 - root - INFO - Current learning rate: 1.4687223021475343e-07
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2024-05-16 22:14:59,624 - root - INFO - Epoch 27:
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Training Loss: 0.3136, Training Accuracy: 0.8913, Validation Loss: 0.4614, Validation Accuracy: 0.8309
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2024-05-16 22:14:59,626 - root - INFO - Current learning rate: 1.4687223021475344e-08
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2024-05-16 22:15:16,671 - root - INFO - Epoch 28:
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Training Loss: 0.3044, Training Accuracy: 0.8938, Validation Loss: 0.4706, Validation Accuracy: 0.8251
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2024-05-16 22:15:16,673 - root - INFO - Current learning rate: 1.4687223021475344e-08
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2024-05-16 22:15:33,835 - root - INFO - Epoch 29:
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Training Loss: 0.3022, Training Accuracy: 0.8938, Validation Loss: 0.4032, Validation Accuracy: 0.8455
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2024-05-16 22:15:33,836 - root - INFO - Current learning rate: 1.4687223021475344e-08
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2024-05-16 22:15:51,218 - root - INFO - Epoch 30:
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Training Loss: 0.2987, Training Accuracy: 0.8982, Validation Loss: 0.4105, Validation Accuracy: 0.8426
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2024-05-16 22:15:51,219 - root - INFO - Current learning rate: 1.4687223021475344e-08
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2024-05-16 22:15:51,293 - root - INFO - Model saved to checkpoint_epoch_30.pth
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2024-05-16 22:16:07,971 - root - INFO - Epoch 31:
|
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Training Loss: 0.3077, Training Accuracy: 0.8869, Validation Loss: 0.4213, Validation Accuracy: 0.8251
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2024-05-16 22:16:07,973 - root - INFO - Current learning rate: 1.4687223021475344e-08
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2024-05-16 22:16:24,561 - root - INFO - Epoch 32:
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Training Loss: 0.3193, Training Accuracy: 0.8838, Validation Loss: 0.4009, Validation Accuracy: 0.8455
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2024-05-16 22:16:24,563 - root - INFO - Current learning rate: 1.4687223021475344e-08
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2024-05-16 22:16:42,053 - root - INFO - Epoch 33:
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Training Loss: 0.3314, Training Accuracy: 0.8869, Validation Loss: 0.4344, Validation Accuracy: 0.8397
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2024-05-16 22:16:42,055 - root - INFO - Current learning rate: 1.4687223021475344e-08
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2024-05-16 22:16:59,057 - root - INFO - Epoch 34:
|
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Training Loss: 0.2837, Training Accuracy: 0.9001, Validation Loss: 0.4218, Validation Accuracy: 0.8280
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2024-05-16 22:16:59,059 - root - INFO - Current learning rate: 1.4687223021475344e-08
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2024-05-16 22:17:16,041 - root - INFO - Epoch 35:
|
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Training Loss: 0.3607, Training Accuracy: 0.8701, Validation Loss: 0.4585, Validation Accuracy: 0.8134
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2024-05-16 22:17:16,042 - root - INFO - Current learning rate: 1.4687223021475344e-08
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2024-05-16 22:17:33,182 - root - INFO - Epoch 36:
|
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Training Loss: 0.2987, Training Accuracy: 0.8919, Validation Loss: 0.4383, Validation Accuracy: 0.8251
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2024-05-16 22:17:33,184 - root - INFO - Current learning rate: 1.4687223021475344e-09
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2024-05-16 22:17:50,259 - root - INFO - Epoch 37:
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Training Loss: 0.3294, Training Accuracy: 0.8682, Validation Loss: 0.4253, Validation Accuracy: 0.8309
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2024-05-16 22:17:50,260 - root - INFO - Current learning rate: 1.4687223021475344e-09
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2024-05-16 22:18:06,981 - root - INFO - Epoch 38:
|
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Training Loss: 0.2821, Training Accuracy: 0.9019, Validation Loss: 0.4611, Validation Accuracy: 0.8251
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2024-05-16 22:18:06,982 - root - INFO - Current learning rate: 1.4687223021475344e-09
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2024-05-16 22:18:23,998 - root - INFO - Epoch 39:
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Training Loss: 0.3158, Training Accuracy: 0.8869, Validation Loss: 0.4367, Validation Accuracy: 0.8280
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2024-05-16 22:18:24,000 - root - INFO - Current learning rate: 1.4687223021475344e-09
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2024-05-16 22:18:41,011 - root - INFO - Epoch 40:
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Training Loss: 0.3254, Training Accuracy: 0.8888, Validation Loss: 0.3913, Validation Accuracy: 0.8513
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2024-05-16 22:18:41,012 - root - INFO - Current learning rate: 1.4687223021475344e-09
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2024-05-16 22:18:41,155 - root - INFO - Model saved to checkpoint_epoch_40.pth
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2024-05-16 22:18:58,103 - root - INFO - Epoch 41:
|
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Training Loss: 0.3082, Training Accuracy: 0.8857, Validation Loss: 0.3953, Validation Accuracy: 0.8542
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2024-05-16 22:18:58,105 - root - INFO - Current learning rate: 1.4687223021475344e-09
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2024-05-16 22:19:14,938 - root - INFO - Epoch 42:
|
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Training Loss: 0.2816, Training Accuracy: 0.9007, Validation Loss: 0.4112, Validation Accuracy: 0.8484
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2024-05-16 22:19:14,939 - root - INFO - Current learning rate: 1.4687223021475344e-09
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2024-05-16 22:19:32,077 - root - INFO - Epoch 43:
|
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Training Loss: 0.3457, Training Accuracy: 0.8788, Validation Loss: 0.4241, Validation Accuracy: 0.8455
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2024-05-16 22:19:32,078 - root - INFO - Current learning rate: 1.4687223021475344e-09
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2024-05-16 22:19:49,354 - root - INFO - Epoch 44:
|
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Training Loss: 0.3149, Training Accuracy: 0.8826, Validation Loss: 0.4160, Validation Accuracy: 0.8542
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2024-05-16 22:19:49,356 - root - INFO - Current learning rate: 1.4687223021475344e-09
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2024-05-16 22:20:06,691 - root - INFO - Epoch 45:
|
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Training Loss: 0.3011, Training Accuracy: 0.8894, Validation Loss: 0.4293, Validation Accuracy: 0.8484
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2024-05-16 22:20:06,692 - root - INFO - Current learning rate: 1.4687223021475344e-09
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2024-05-16 22:20:23,367 - root - INFO - Epoch 46:
|
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Training Loss: 0.3327, Training Accuracy: 0.8795, Validation Loss: 0.3971, Validation Accuracy: 0.8630
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2024-05-16 22:20:23,369 - root - INFO - Current learning rate: 1.4687223021475344e-09
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2024-05-16 22:20:40,496 - root - INFO - Epoch 47:
|
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Training Loss: 0.3180, Training Accuracy: 0.8894, Validation Loss: 0.4143, Validation Accuracy: 0.8513
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2024-05-16 22:20:40,497 - root - INFO - Current learning rate: 1.4687223021475344e-09
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2024-05-16 22:20:58,098 - root - INFO - Epoch 48:
|
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Training Loss: 0.2915, Training Accuracy: 0.8969, Validation Loss: 0.4355, Validation Accuracy: 0.8455
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2024-05-16 22:20:58,100 - root - INFO - Current learning rate: 1.4687223021475344e-09
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2024-05-16 22:21:15,492 - root - INFO - Epoch 49:
|
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Training Loss: 0.3160, Training Accuracy: 0.8882, Validation Loss: 0.4601, Validation Accuracy: 0.8163
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2024-05-16 22:21:15,494 - root - INFO - Current learning rate: 1.4687223021475344e-09
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2024-05-16 22:21:32,535 - root - INFO - Epoch 50:
|
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Training Loss: 0.3085, Training Accuracy: 0.8832, Validation Loss: 0.4587, Validation Accuracy: 0.8105
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2024-05-16 22:21:32,537 - root - INFO - Current learning rate: 1.4687223021475344e-09
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2024-05-16 22:21:32,613 - root - INFO - Model saved to checkpoint_epoch_50.pth
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2024-05-16 22:21:33,771 - root - INFO - precision recall f1-score support
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808 0.88 0.88 0.88 43
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Clap 0.62 0.78 0.69 27
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Closed Hat 0.89 0.86 0.87 63
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Kick 0.94 0.93 0.94 120
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Open Hat 0.76 0.87 0.81 15
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Snare 0.84 0.78 0.81 76
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accuracy 0.86 344
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macro avg 0.82 0.85 0.83 344
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weighted avg 0.87 0.86 0.86 344
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