ViT-B-16-food101.log

[2026-07-09 21:33:08,395][vit][INFO] - Using cuda
[2026-07-09 21:33:08,396][vit][INFO] - Loading food101 dataset
[2026-07-09 21:33:08,724][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/datasets/ethz/food101/resolve/main/README.md "HTTP/1.1 307 Temporary Redirect"
[2026-07-09 21:33:08,732][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/datasets/ethz/food101/83488de741c1bd1ce27aa6a2b33e19c7bdf92ca9/README.md "HTTP/1.1 200 OK"
[2026-07-09 21:33:08,964][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/datasets/ethz/food101/resolve/83488de741c1bd1ce27aa6a2b33e19c7bdf92ca9/food101.py "HTTP/1.1 404 Not Found"
[2026-07-09 21:33:09,677][httpx][INFO] - HTTP Request: HEAD https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/ethz/food101/ethz/food101.py "HTTP/1.1 404 Not Found"
[2026-07-09 21:33:09,911][httpx][INFO] - HTTP Request: GET https://huggingface.co/api/datasets/ethz/food101/revision/83488de741c1bd1ce27aa6a2b33e19c7bdf92ca9 "HTTP/1.1 200 OK"
[2026-07-09 21:33:10,146][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/datasets/ethz/food101/resolve/83488de741c1bd1ce27aa6a2b33e19c7bdf92ca9/.huggingface.yaml "HTTP/1.1 404 Not Found"
[2026-07-09 21:33:10,471][httpx][INFO] - HTTP Request: GET https://datasets-server.huggingface.co/info?dataset=ethz/food101 "HTTP/1.1 200 OK"
[2026-07-09 21:33:10,709][httpx][INFO] - HTTP Request: GET https://huggingface.co/api/datasets/ethz/food101/tree/83488de741c1bd1ce27aa6a2b33e19c7bdf92ca9/data?recursive=true&expand=false "HTTP/1.1 200 OK"
[2026-07-09 21:33:10,946][httpx][INFO] - HTTP Request: GET https://huggingface.co/api/datasets/ethz/food101/tree/83488de741c1bd1ce27aa6a2b33e19c7bdf92ca9?recursive=false&expand=false "HTTP/1.1 200 OK"
[2026-07-09 21:33:11,177][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/datasets/ethz/food101/resolve/83488de741c1bd1ce27aa6a2b33e19c7bdf92ca9/dataset_infos.json "HTTP/1.1 404 Not Found"
[2026-07-09 21:33:11,432][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/datasets/ethz/food101/resolve/main/README.md "HTTP/1.1 307 Temporary Redirect"
[2026-07-09 21:33:11,444][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/api/resolve-cache/datasets/ethz/food101/83488de741c1bd1ce27aa6a2b33e19c7bdf92ca9/README.md "HTTP/1.1 200 OK"
[2026-07-09 21:33:11,679][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/datasets/ethz/food101/resolve/83488de741c1bd1ce27aa6a2b33e19c7bdf92ca9/food101.py "HTTP/1.1 404 Not Found"
[2026-07-09 21:33:11,903][httpx][INFO] - HTTP Request: HEAD https://s3.amazonaws.com/datasets.huggingface.co/datasets/datasets/ethz/food101/ethz/food101.py "HTTP/1.1 404 Not Found"
[2026-07-09 21:33:12,144][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/datasets/ethz/food101/resolve/83488de741c1bd1ce27aa6a2b33e19c7bdf92ca9/.huggingface.yaml "HTTP/1.1 404 Not Found"
[2026-07-09 21:33:12,386][httpx][INFO] - HTTP Request: GET https://datasets-server.huggingface.co/info?dataset=ethz/food101 "HTTP/1.1 200 OK"
[2026-07-09 21:33:12,624][httpx][INFO] - HTTP Request: HEAD https://huggingface.co/datasets/ethz/food101/resolve/83488de741c1bd1ce27aa6a2b33e19c7bdf92ca9/dataset_infos.json "HTTP/1.1 404 Not Found"
[2026-07-09 21:33:14,635][vit][INFO] - Model type: ViT-B-16 params: 85,876,325
[2026-07-09 21:33:33,869][vit][INFO] - Initial Val loss=4.7851 acc@1=0.0095 acc@5=0.0470 Time=15.80s
[2026-07-09 21:33:33,870][vit][INFO] - Epoch: 1/100
[2026-07-09 21:34:29,024][vit][INFO] - Train loss=4.5911 acc@1=0.0211 acc@5=0.0868 Time=55.15s
[2026-07-09 21:34:29,024][vit][INFO] - Epoch: 2/100
[2026-07-09 21:35:35,278][vit][INFO] - Train loss=4.3031 acc@1=0.0552 acc@5=0.1829 Time=66.25s
[2026-07-09 21:35:35,278][vit][INFO] - Epoch: 3/100
[2026-07-09 21:36:41,569][vit][INFO] - Train loss=4.0183 acc@1=0.0951 acc@5=0.2734 Time=66.29s
[2026-07-09 21:36:41,570][vit][INFO] - Epoch: 4/100
[2026-07-09 21:37:47,780][vit][INFO] - Train loss=3.8221 acc@1=0.1252 acc@5=0.3321 Time=66.21s
[2026-07-09 21:37:47,780][vit][INFO] - Epoch: 5/100
[2026-07-09 21:38:53,995][vit][INFO] - Train loss=3.6753 acc@1=0.1512 acc@5=0.3732 Time=66.21s
[2026-07-09 21:38:53,995][vit][INFO] - Epoch: 6/100
[2026-07-09 21:40:00,359][vit][INFO] - Train loss=3.5549 acc@1=0.1698 acc@5=0.4070 Time=66.36s
[2026-07-09 21:40:00,359][vit][INFO] - Epoch: 7/100
[2026-07-09 21:41:06,988][vit][INFO] - Train loss=3.4547 acc@1=0.1910 acc@5=0.4330 Time=66.63s
[2026-07-09 21:41:06,989][vit][INFO] - Epoch: 8/100
[2026-07-09 21:42:13,768][vit][INFO] - Train loss=3.3529 acc@1=0.2067 acc@5=0.4613 Time=66.78s
[2026-07-09 21:42:13,769][vit][INFO] - Epoch: 9/100
[2026-07-09 21:43:20,312][vit][INFO] - Train loss=3.2805 acc@1=0.2212 acc@5=0.4811 Time=66.54s
[2026-07-09 21:43:20,312][vit][INFO] - Epoch: 10/100
[2026-07-09 21:44:26,942][vit][INFO] - Train loss=3.2206 acc@1=0.2330 acc@5=0.4951 Time=66.63s
[2026-07-09 21:44:40,895][vit][INFO] - Val   loss=2.7674 acc@1=0.3159 acc@5=0.6061 Time=13.95s
[2026-07-09 21:44:40,897][vit][INFO] - Epoch: 11/100
[2026-07-09 21:45:47,285][vit][INFO] - Train loss=3.1368 acc@1=0.2489 acc@5=0.5157 Time=66.39s
[2026-07-09 21:45:47,285][vit][INFO] - Epoch: 12/100
[2026-07-09 21:46:53,757][vit][INFO] - Train loss=3.0434 acc@1=0.2688 acc@5=0.5382 Time=66.47s
[2026-07-09 21:46:53,758][vit][INFO] - Epoch: 13/100
[2026-07-09 21:48:00,223][vit][INFO] - Train loss=2.9338 acc@1=0.2895 acc@5=0.5662 Time=66.47s
[2026-07-09 21:48:00,225][vit][INFO] - Epoch: 14/100
[2026-07-09 21:49:07,030][vit][INFO] - Train loss=2.8407 acc@1=0.3086 acc@5=0.5880 Time=66.81s
[2026-07-09 21:49:07,031][vit][INFO] - Epoch: 15/100
[2026-07-09 21:50:13,599][vit][INFO] - Train loss=2.7408 acc@1=0.3273 acc@5=0.6093 Time=66.57s
[2026-07-09 21:50:13,599][vit][INFO] - Epoch: 16/100
[2026-07-09 21:51:20,220][vit][INFO] - Train loss=2.6490 acc@1=0.3478 acc@5=0.6325 Time=66.62s
[2026-07-09 21:51:20,221][vit][INFO] - Epoch: 17/100
[2026-07-09 21:52:26,931][vit][INFO] - Train loss=2.5627 acc@1=0.3654 acc@5=0.6499 Time=66.71s
[2026-07-09 21:52:26,932][vit][INFO] - Epoch: 18/100
[2026-07-09 21:53:33,401][vit][INFO] - Train loss=2.4682 acc@1=0.3857 acc@5=0.6685 Time=66.47s
[2026-07-09 21:53:33,402][vit][INFO] - Epoch: 19/100
[2026-07-09 21:54:39,839][vit][INFO] - Train loss=2.3714 acc@1=0.4049 acc@5=0.6882 Time=66.44s
[2026-07-09 21:54:39,840][vit][INFO] - Epoch: 20/100
[2026-07-09 21:55:46,328][vit][INFO] - Train loss=2.2842 acc@1=0.4230 acc@5=0.7078 Time=66.49s
[2026-07-09 21:56:00,450][vit][INFO] - Val   loss=1.9792 acc@1=0.4906 acc@5=0.7670 Time=14.12s
[2026-07-09 21:56:00,853][vit][INFO] - Saved checkpoint to /home/noshai/workspace/scratch-pad/modelz-esp/logs/ViT-B-16-food101-09-07-26-213308/ViT-B-16-food101.pt
[2026-07-09 21:56:00,853][vit][INFO] - Epoch: 21/100
[2026-07-09 21:57:07,319][vit][INFO] - Train loss=2.1950 acc@1=0.4396 acc@5=0.7237 Time=66.46s
[2026-07-09 21:57:07,319][vit][INFO] - Epoch: 22/100
[2026-07-09 21:58:13,871][vit][INFO] - Train loss=2.1014 acc@1=0.4619 acc@5=0.7414 Time=66.55s
[2026-07-09 21:58:13,871][vit][INFO] - Epoch: 23/100
[2026-07-09 21:59:20,386][vit][INFO] - Train loss=2.0076 acc@1=0.4820 acc@5=0.7601 Time=66.51s
[2026-07-09 21:59:20,387][vit][INFO] - Epoch: 24/100
[2026-07-09 22:00:26,939][vit][INFO] - Train loss=1.9141 acc@1=0.5020 acc@5=0.7777 Time=66.55s
[2026-07-09 22:00:26,940][vit][INFO] - Epoch: 25/100
[2026-07-09 22:01:33,604][vit][INFO] - Train loss=1.8151 acc@1=0.5247 acc@5=0.7950 Time=66.66s
[2026-07-09 22:01:33,605][vit][INFO] - Epoch: 26/100
[2026-07-09 22:02:40,064][vit][INFO] - Train loss=1.7139 acc@1=0.5466 acc@5=0.8130 Time=66.46s
[2026-07-09 22:02:40,064][vit][INFO] - Epoch: 27/100
[2026-07-09 22:03:46,562][vit][INFO] - Train loss=1.6133 acc@1=0.5706 acc@5=0.8297 Time=66.50s
[2026-07-09 22:03:46,562][vit][INFO] - Epoch: 28/100
[2026-07-09 22:04:53,276][vit][INFO] - Train loss=1.5212 acc@1=0.5913 acc@5=0.8454 Time=66.71s
[2026-07-09 22:04:53,276][vit][INFO] - Epoch: 29/100
[2026-07-09 22:05:59,881][vit][INFO] - Train loss=1.4165 acc@1=0.6170 acc@5=0.8626 Time=66.60s
[2026-07-09 22:05:59,881][vit][INFO] - Epoch: 30/100
[2026-07-09 22:07:06,323][vit][INFO] - Train loss=1.3241 acc@1=0.6402 acc@5=0.8762 Time=66.44s
[2026-07-09 22:07:20,316][vit][INFO] - Val   loss=1.8612 acc@1=0.5469 acc@5=0.8050 Time=13.99s
[2026-07-09 22:07:20,317][vit][INFO] - Epoch: 31/100
[2026-07-09 22:08:26,532][vit][INFO] - Train loss=1.2366 acc@1=0.6618 acc@5=0.8890 Time=66.21s
[2026-07-09 22:08:26,532][vit][INFO] - Epoch: 32/100
[2026-07-09 22:09:32,950][vit][INFO] - Train loss=1.1418 acc@1=0.6841 acc@5=0.9033 Time=66.42s
[2026-07-09 22:09:32,951][vit][INFO] - Epoch: 33/100
[2026-07-09 22:10:39,636][vit][INFO] - Train loss=1.0586 acc@1=0.7063 acc@5=0.9140 Time=66.69s
[2026-07-09 22:10:39,636][vit][INFO] - Epoch: 34/100
[2026-07-09 22:11:46,747][vit][INFO] - Train loss=0.9811 acc@1=0.7279 acc@5=0.9225 Time=67.11s
[2026-07-09 22:11:46,747][vit][INFO] - Epoch: 35/100
[2026-07-09 22:12:53,310][vit][INFO] - Train loss=0.9052 acc@1=0.7477 acc@5=0.9318 Time=66.56s
[2026-07-09 22:12:53,310][vit][INFO] - Epoch: 36/100
[2026-07-09 22:13:59,856][vit][INFO] - Train loss=0.8385 acc@1=0.7652 acc@5=0.9390 Time=66.55s
[2026-07-09 22:13:59,857][vit][INFO] - Epoch: 37/100
[2026-07-09 22:15:06,516][vit][INFO] - Train loss=0.7765 acc@1=0.7824 acc@5=0.9454 Time=66.66s
[2026-07-09 22:15:06,516][vit][INFO] - Epoch: 38/100
[2026-07-09 22:16:13,244][vit][INFO] - Train loss=0.7169 acc@1=0.7972 acc@5=0.9515 Time=66.73s
[2026-07-09 22:16:13,246][vit][INFO] - Epoch: 39/100
[2026-07-09 22:17:20,058][vit][INFO] - Train loss=0.6647 acc@1=0.8119 acc@5=0.9575 Time=66.81s
[2026-07-09 22:17:20,058][vit][INFO] - Epoch: 40/100
[2026-07-09 22:18:27,076][vit][INFO] - Train loss=0.6283 acc@1=0.8232 acc@5=0.9597 Time=67.02s
[2026-07-09 22:18:41,270][vit][INFO] - Val   loss=2.1153 acc@1=0.5580 acc@5=0.8027 Time=14.19s
[2026-07-09 22:18:41,876][vit][INFO] - Saved checkpoint to /home/noshai/workspace/scratch-pad/modelz-esp/logs/ViT-B-16-food101-09-07-26-213308/ViT-B-16-food101.pt
[2026-07-09 22:18:41,876][vit][INFO] - Epoch: 41/100
[2026-07-09 22:19:48,947][vit][INFO] - Train loss=0.5749 acc@1=0.8367 acc@5=0.9640 Time=67.07s
[2026-07-09 22:19:48,948][vit][INFO] - Epoch: 42/100
[2026-07-09 22:20:56,220][vit][INFO] - Train loss=0.5427 acc@1=0.8471 acc@5=0.9662 Time=67.27s
[2026-07-09 22:20:56,220][vit][INFO] - Epoch: 43/100
[2026-07-09 22:22:03,608][vit][INFO] - Train loss=0.5017 acc@1=0.8584 acc@5=0.9697 Time=67.39s
[2026-07-09 22:22:03,609][vit][INFO] - Epoch: 44/100
[2026-07-09 22:23:11,057][vit][INFO] - Train loss=0.4723 acc@1=0.8673 acc@5=0.9721 Time=67.45s
[2026-07-09 22:23:11,057][vit][INFO] - Epoch: 45/100
[2026-07-09 22:24:18,555][vit][INFO] - Train loss=0.4379 acc@1=0.8746 acc@5=0.9757 Time=67.50s
[2026-07-09 22:24:18,556][vit][INFO] - Epoch: 46/100
[2026-07-09 22:25:25,964][vit][INFO] - Train loss=0.4092 acc@1=0.8846 acc@5=0.9767 Time=67.41s
[2026-07-09 22:25:25,965][vit][INFO] - Epoch: 47/100
[2026-07-09 22:26:33,368][vit][INFO] - Train loss=0.3812 acc@1=0.8929 acc@5=0.9798 Time=67.40s
[2026-07-09 22:26:33,369][vit][INFO] - Epoch: 48/100
[2026-07-09 22:27:40,887][vit][INFO] - Train loss=0.3620 acc@1=0.8983 acc@5=0.9800 Time=67.52s
[2026-07-09 22:27:40,887][vit][INFO] - Epoch: 49/100
[2026-07-09 22:28:48,360][vit][INFO] - Train loss=0.3375 acc@1=0.9049 acc@5=0.9816 Time=67.47s
[2026-07-09 22:28:48,360][vit][INFO] - Epoch: 50/100
[2026-07-09 22:29:55,984][vit][INFO] - Train loss=0.3183 acc@1=0.9107 acc@5=0.9827 Time=67.62s
[2026-07-09 22:30:09,722][vit][INFO] - Val   loss=2.2642 acc@1=0.5711 acc@5=0.8099 Time=13.74s
[2026-07-09 22:30:09,723][vit][INFO] - Epoch: 51/100
[2026-07-09 22:31:16,956][vit][INFO] - Train loss=0.2955 acc@1=0.9177 acc@5=0.9848 Time=67.23s
[2026-07-09 22:31:16,957][vit][INFO] - Epoch: 52/100
[2026-07-09 22:32:24,424][vit][INFO] - Train loss=0.2801 acc@1=0.9218 acc@5=0.9851 Time=67.47s
[2026-07-09 22:32:24,425][vit][INFO] - Epoch: 53/100
[2026-07-09 22:33:31,884][vit][INFO] - Train loss=0.2609 acc@1=0.9269 acc@5=0.9867 Time=67.46s
[2026-07-09 22:33:31,885][vit][INFO] - Epoch: 54/100
[2026-07-09 22:34:39,212][vit][INFO] - Train loss=0.2470 acc@1=0.9311 acc@5=0.9872 Time=67.33s
[2026-07-09 22:34:39,212][vit][INFO] - Epoch: 55/100
[2026-07-09 22:35:46,538][vit][INFO] - Train loss=0.2332 acc@1=0.9346 acc@5=0.9886 Time=67.33s
[2026-07-09 22:35:46,538][vit][INFO] - Epoch: 56/100
[2026-07-09 22:36:54,125][vit][INFO] - Train loss=0.2170 acc@1=0.9386 acc@5=0.9895 Time=67.59s
[2026-07-09 22:36:54,125][vit][INFO] - Epoch: 57/100
[2026-07-09 22:38:01,647][vit][INFO] - Train loss=0.2013 acc@1=0.9430 acc@5=0.9900 Time=67.52s
[2026-07-09 22:38:01,647][vit][INFO] - Epoch: 58/100
[2026-07-09 22:39:09,108][vit][INFO] - Train loss=0.1932 acc@1=0.9456 acc@5=0.9910 Time=67.46s
[2026-07-09 22:39:09,109][vit][INFO] - Epoch: 59/100
[2026-07-09 22:40:16,731][vit][INFO] - Train loss=0.1805 acc@1=0.9504 acc@5=0.9912 Time=67.62s
[2026-07-09 22:40:16,732][vit][INFO] - Epoch: 60/100
[2026-07-09 22:41:24,207][vit][INFO] - Train loss=0.1748 acc@1=0.9518 acc@5=0.9915 Time=67.48s
[2026-07-09 22:41:38,132][vit][INFO] - Val   loss=2.3022 acc@1=0.5847 acc@5=0.8155 Time=13.92s
[2026-07-09 22:41:38,738][vit][INFO] - Saved checkpoint to /home/noshai/workspace/scratch-pad/modelz-esp/logs/ViT-B-16-food101-09-07-26-213308/ViT-B-16-food101.pt
[2026-07-09 22:41:38,738][vit][INFO] - Epoch: 61/100
[2026-07-09 22:42:45,957][vit][INFO] - Train loss=0.1588 acc@1=0.9556 acc@5=0.9926 Time=67.22s
[2026-07-09 22:42:45,957][vit][INFO] - Epoch: 62/100
[2026-07-09 22:43:53,330][vit][INFO] - Train loss=0.1548 acc@1=0.9578 acc@5=0.9926 Time=67.37s
[2026-07-09 22:43:53,331][vit][INFO] - Epoch: 63/100
[2026-07-09 22:45:00,770][vit][INFO] - Train loss=0.1492 acc@1=0.9588 acc@5=0.9928 Time=67.44s
[2026-07-09 22:45:00,770][vit][INFO] - Epoch: 64/100
[2026-07-09 22:46:08,205][vit][INFO] - Train loss=0.1423 acc@1=0.9605 acc@5=0.9934 Time=67.43s
[2026-07-09 22:46:08,206][vit][INFO] - Epoch: 65/100
[2026-07-09 22:47:15,614][vit][INFO] - Train loss=0.1335 acc@1=0.9623 acc@5=0.9940 Time=67.41s
[2026-07-09 22:47:15,615][vit][INFO] - Epoch: 66/100
[2026-07-09 22:48:22,998][vit][INFO] - Train loss=0.1327 acc@1=0.9634 acc@5=0.9938 Time=67.38s
[2026-07-09 22:48:22,998][vit][INFO] - Epoch: 67/100
[2026-07-09 22:49:30,591][vit][INFO] - Train loss=0.1257 acc@1=0.9653 acc@5=0.9940 Time=67.59s
[2026-07-09 22:49:30,592][vit][INFO] - Epoch: 68/100
[2026-07-09 22:50:37,975][vit][INFO] - Train loss=0.1245 acc@1=0.9654 acc@5=0.9942 Time=67.38s
[2026-07-09 22:50:37,977][vit][INFO] - Epoch: 69/100
[2026-07-09 22:51:45,470][vit][INFO] - Train loss=0.1198 acc@1=0.9675 acc@5=0.9944 Time=67.49s
[2026-07-09 22:51:45,470][vit][INFO] - Epoch: 70/100
[2026-07-09 22:52:52,922][vit][INFO] - Train loss=0.1148 acc@1=0.9681 acc@5=0.9951 Time=67.45s
[2026-07-09 22:53:06,631][vit][INFO] - Val   loss=2.3806 acc@1=0.5885 acc@5=0.8139 Time=13.71s
[2026-07-09 22:53:06,632][vit][INFO] - Epoch: 71/100
[2026-07-09 22:54:13,941][vit][INFO] - Train loss=0.1168 acc@1=0.9681 acc@5=0.9944 Time=67.31s
[2026-07-09 22:54:13,942][vit][INFO] - Epoch: 72/100
[2026-07-09 22:55:21,259][vit][INFO] - Train loss=0.1103 acc@1=0.9698 acc@5=0.9954 Time=67.32s
[2026-07-09 22:55:21,260][vit][INFO] - Epoch: 73/100
[2026-07-09 22:56:28,717][vit][INFO] - Train loss=0.1108 acc@1=0.9691 acc@5=0.9951 Time=67.46s
[2026-07-09 22:56:28,718][vit][INFO] - Epoch: 74/100
[2026-07-09 22:57:36,022][vit][INFO] - Train loss=0.1094 acc@1=0.9704 acc@5=0.9952 Time=67.30s
[2026-07-09 22:57:36,022][vit][INFO] - Epoch: 75/100
[2026-07-09 22:58:43,479][vit][INFO] - Train loss=0.1099 acc@1=0.9693 acc@5=0.9950 Time=67.46s
[2026-07-09 22:58:43,480][vit][INFO] - Epoch: 76/100
[2026-07-09 22:59:51,120][vit][INFO] - Train loss=0.1065 acc@1=0.9705 acc@5=0.9954 Time=67.64s
[2026-07-09 22:59:51,120][vit][INFO] - Epoch: 77/100
[2026-07-09 23:00:58,502][vit][INFO] - Train loss=0.1031 acc@1=0.9714 acc@5=0.9956 Time=67.38s
[2026-07-09 23:00:58,503][vit][INFO] - Epoch: 78/100
[2026-07-09 23:02:05,944][vit][INFO] - Train loss=0.1022 acc@1=0.9713 acc@5=0.9959 Time=67.44s
[2026-07-09 23:02:05,944][vit][INFO] - Epoch: 79/100
[2026-07-09 23:03:13,351][vit][INFO] - Train loss=0.1006 acc@1=0.9727 acc@5=0.9958 Time=67.41s
[2026-07-09 23:03:13,352][vit][INFO] - Epoch: 80/100
[2026-07-09 23:04:20,675][vit][INFO] - Train loss=0.0985 acc@1=0.9733 acc@5=0.9953 Time=67.32s
[2026-07-09 23:04:34,528][vit][INFO] - Val   loss=2.4279 acc@1=0.5872 acc@5=0.8152 Time=13.85s
[2026-07-09 23:04:35,122][vit][INFO] - Saved checkpoint to /home/noshai/workspace/scratch-pad/modelz-esp/logs/ViT-B-16-food101-09-07-26-213308/ViT-B-16-food101.pt
[2026-07-09 23:04:35,122][vit][INFO] - Epoch: 81/100
[2026-07-09 23:05:42,273][vit][INFO] - Train loss=0.0996 acc@1=0.9721 acc@5=0.9956 Time=67.15s
[2026-07-09 23:05:42,273][vit][INFO] - Epoch: 82/100
[2026-07-09 23:06:49,698][vit][INFO] - Train loss=0.0974 acc@1=0.9725 acc@5=0.9961 Time=67.42s
[2026-07-09 23:06:49,698][vit][INFO] - Epoch: 83/100
[2026-07-09 23:07:57,146][vit][INFO] - Train loss=0.0988 acc@1=0.9727 acc@5=0.9954 Time=67.45s
[2026-07-09 23:07:57,147][vit][INFO] - Epoch: 84/100
[2026-07-09 23:09:04,790][vit][INFO] - Train loss=0.0953 acc@1=0.9737 acc@5=0.9962 Time=67.64s
[2026-07-09 23:09:04,790][vit][INFO] - Epoch: 85/100
[2026-07-09 23:10:12,193][vit][INFO] - Train loss=0.0927 acc@1=0.9741 acc@5=0.9960 Time=67.40s
[2026-07-09 23:10:12,194][vit][INFO] - Epoch: 86/100
[2026-07-09 23:11:19,615][vit][INFO] - Train loss=0.0962 acc@1=0.9732 acc@5=0.9961 Time=67.42s
[2026-07-09 23:11:19,616][vit][INFO] - Epoch: 87/100
[2026-07-09 23:12:27,090][vit][INFO] - Train loss=0.0921 acc@1=0.9743 acc@5=0.9960 Time=67.47s
[2026-07-09 23:12:27,091][vit][INFO] - Epoch: 88/100
[2026-07-09 23:13:34,521][vit][INFO] - Train loss=0.0892 acc@1=0.9750 acc@5=0.9963 Time=67.43s
[2026-07-09 23:13:34,522][vit][INFO] - Epoch: 89/100
[2026-07-09 23:14:41,826][vit][INFO] - Train loss=0.0891 acc@1=0.9748 acc@5=0.9964 Time=67.30s
[2026-07-09 23:14:41,827][vit][INFO] - Epoch: 90/100
[2026-07-09 23:15:49,301][vit][INFO] - Train loss=0.0925 acc@1=0.9740 acc@5=0.9961 Time=67.47s
[2026-07-09 23:16:03,288][vit][INFO] - Val   loss=2.4194 acc@1=0.5917 acc@5=0.8164 Time=13.99s
[2026-07-09 23:16:03,289][vit][INFO] - Epoch: 91/100
[2026-07-09 23:17:10,420][vit][INFO] - Train loss=0.0922 acc@1=0.9742 acc@5=0.9961 Time=67.13s
[2026-07-09 23:17:10,420][vit][INFO] - Epoch: 92/100
[2026-07-09 23:18:17,697][vit][INFO] - Train loss=0.0859 acc@1=0.9764 acc@5=0.9967 Time=67.28s
[2026-07-09 23:18:17,698][vit][INFO] - Epoch: 93/100
[2026-07-09 23:19:25,177][vit][INFO] - Train loss=0.0860 acc@1=0.9762 acc@5=0.9966 Time=67.48s
[2026-07-09 23:19:25,178][vit][INFO] - Epoch: 94/100
[2026-07-09 23:20:32,600][vit][INFO] - Train loss=0.0849 acc@1=0.9765 acc@5=0.9962 Time=67.42s
[2026-07-09 23:20:32,600][vit][INFO] - Epoch: 95/100
[2026-07-09 23:21:40,037][vit][INFO] - Train loss=0.0836 acc@1=0.9771 acc@5=0.9966 Time=67.44s
[2026-07-09 23:21:40,038][vit][INFO] - Epoch: 96/100
[2026-07-09 23:22:47,410][vit][INFO] - Train loss=0.0847 acc@1=0.9767 acc@5=0.9966 Time=67.37s
[2026-07-09 23:22:47,411][vit][INFO] - Epoch: 97/100
[2026-07-09 23:23:54,876][vit][INFO] - Train loss=0.0814 acc@1=0.9776 acc@5=0.9964 Time=67.46s
[2026-07-09 23:23:54,877][vit][INFO] - Epoch: 98/100
[2026-07-09 23:25:02,329][vit][INFO] - Train loss=0.0856 acc@1=0.9766 acc@5=0.9967 Time=67.45s
[2026-07-09 23:25:02,330][vit][INFO] - Epoch: 99/100
[2026-07-09 23:26:09,747][vit][INFO] - Train loss=0.0812 acc@1=0.9774 acc@5=0.9968 Time=67.42s
[2026-07-09 23:26:09,748][vit][INFO] - Epoch: 100/100
[2026-07-09 23:27:17,089][vit][INFO] - Train loss=0.0826 acc@1=0.9774 acc@5=0.9966 Time=67.34s
[2026-07-09 23:27:30,873][vit][INFO] - Val   loss=2.5193 acc@1=0.5857 acc@5=0.8140 Time=13.78s
[2026-07-09 23:27:31,508][vit][INFO] - Saved checkpoint to /home/noshai/workspace/scratch-pad/modelz-esp/logs/ViT-B-16-food101-09-07-26-213308/ViT-B-16-food101.pt