wandb: Currently logged in as: jashpatel8561 (maa_64). Use `wandb login --relogin` to force relogin wandb: Appending key for api.wandb.ai to your netrc file: /root/.netrc [I 2023-10-31 20:08:45,039] A new study created in memory with name: no-name-881464b3-8bd6-47d5-8e36-f91094c9f780 wandb: Tracking run with wandb version 0.15.12 wandb: Run data is saved locally in /jash/Workspace/Food/wandb/run-20231031_200845-8vkss7as wandb: Run `wandb offline` to turn off syncing. wandb: Syncing run scary-treat-7 wandb: ⭐️ View project at https://wandb.ai/maa_64/food-app wandb: 🚀 View run at https://wandb.ai/maa_64/food-app/runs/8vkss7as wandb: Waiting for W&B process to finish... (success). wandb: - 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: \ 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: | 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: / 0.005 MB of 0.014 MB uploaded (0.000 MB deduped) wandb: - 0.005 MB of 0.014 MB uploaded (0.000 MB deduped) wandb: \ 0.005 MB of 0.014 MB uploaded (0.000 MB deduped) wandb: wandb: Run history: wandb: Train Accuracy ▁ wandb: Train Loss ▁ wandb: Validation Accuracy ▁ wandb: Validation Loss ▁ wandb: wandb: Run summary: wandb: Train Accuracy 0.47619 wandb: Train Loss 1.52292 wandb: Validation Accuracy 0.53696 wandb: Validation Loss 1.31054 wandb: wandb: 🚀 View run scary-treat-7 at: https://wandb.ai/maa_64/food-app/runs/8vkss7as wandb: Synced 6 W&B file(s), 0 media file(s), 0 artifact file(s) and 0 other file(s) wandb: Find logs at: ./wandb/run-20231031_200845-8vkss7as/logs [I 2023-10-31 20:53:40,276] Trial 0 finished with value: 0.5369605422019958 and parameters: {'lr': 3.746494558899465e-06, 'n_estimators': 31, 'optimizer': 'SGD'}. Best is trial 0 with value: 0.5369605422019958. wandb: - Waiting for wandb.init()... wandb: \ Waiting for wandb.init()... wandb: Tracking run with wandb version 0.15.12 wandb: Run data is saved locally in /jash/Workspace/Food/wandb/run-20231031_205340-97cre3xd wandb: Run `wandb offline` to turn off syncing. wandb: Syncing run strange-cape-8 wandb: ⭐️ View project at https://wandb.ai/maa_64/food-app wandb: 🚀 View run at https://wandb.ai/maa_64/food-app/runs/97cre3xd wandb: Waiting for W&B process to finish... (success). wandb: - 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: \ 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: | 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: / 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: - 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: \ 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: | 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: wandb: Run history: wandb: Train Accuracy ▁ wandb: Train Loss ▁ wandb: Validation Accuracy ▁ wandb: Validation Loss ▁ wandb: wandb: Run summary: wandb: Train Accuracy 0.48417 wandb: Train Loss 1.49974 wandb: Validation Accuracy 0.53469 wandb: Validation Loss 1.30942 wandb: wandb: 🚀 View run strange-cape-8 at: https://wandb.ai/maa_64/food-app/runs/97cre3xd wandb: Synced 6 W&B file(s), 0 media file(s), 0 artifact file(s) and 0 other file(s) wandb: Find logs at: ./wandb/run-20231031_205340-97cre3xd/logs [I 2023-10-31 21:26:05,821] Trial 1 finished with value: 0.5346873998641968 and parameters: {'lr': 2.1962752768229064e-07, 'n_estimators': 31, 'optimizer': 'RMSprop'}. Best is trial 0 with value: 0.5369605422019958. wandb: - Waiting for wandb.init()... wandb: \ Waiting for wandb.init()... wandb: Tracking run with wandb version 0.15.12 wandb: Run data is saved locally in /jash/Workspace/Food/wandb/run-20231031_212605-2ork0ogz wandb: Run `wandb offline` to turn off syncing. wandb: Syncing run mischievous-wendigo-9 wandb: ⭐️ View project at https://wandb.ai/maa_64/food-app wandb: 🚀 View run at https://wandb.ai/maa_64/food-app/runs/2ork0ogz wandb: Waiting for W&B process to finish... (success). wandb: - 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: \ 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: | 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: / 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: - 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: \ 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: wandb: Run history: wandb: Train Accuracy ▁ wandb: Train Loss ▁ wandb: Validation Accuracy ▁ wandb: Validation Loss ▁ wandb: wandb: Run summary: wandb: Train Accuracy 0.48504 wandb: Train Loss 1.49989 wandb: Validation Accuracy 0.5386 wandb: Validation Loss 1.29999 wandb: wandb: 🚀 View run mischievous-wendigo-9 at: https://wandb.ai/maa_64/food-app/runs/2ork0ogz wandb: Synced 6 W&B file(s), 0 media file(s), 0 artifact file(s) and 0 other file(s) wandb: Find logs at: ./wandb/run-20231031_212605-2ork0ogz/logs [I 2023-10-31 21:54:42,788] Trial 2 finished with value: 0.5385968685150146 and parameters: {'lr': 4.9567301150128566e-08, 'n_estimators': 43, 'optimizer': 'RMSprop'}. Best is trial 2 with value: 0.5385968685150146. wandb: - Waiting for wandb.init()... wandb: \ Waiting for wandb.init()... wandb: Tracking run with wandb version 0.15.12 wandb: Run data is saved locally in /jash/Workspace/Food/wandb/run-20231031_215442-pegj5p38 wandb: Run `wandb offline` to turn off syncing. wandb: Syncing run masked-cape-10 wandb: ⭐️ View project at https://wandb.ai/maa_64/food-app wandb: 🚀 View run at https://wandb.ai/maa_64/food-app/runs/pegj5p38 wandb: Waiting for W&B process to finish... (success). wandb: - 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: \ 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: | 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: / 0.005 MB of 0.014 MB uploaded (0.000 MB deduped) wandb: - 0.014 MB of 0.014 MB uploaded (0.000 MB deduped) wandb: \ 0.014 MB of 0.014 MB uploaded (0.000 MB deduped) wandb: wandb: Run history: wandb: Train Accuracy ▁ wandb: Train Loss ▁ wandb: Validation Accuracy ▁ wandb: Validation Loss ▁ wandb: wandb: Run summary: wandb: Train Accuracy 0.48078 wandb: Train Loss 1.49002 wandb: Validation Accuracy 0.54252 wandb: Validation Loss 1.30474 wandb: wandb: 🚀 View run masked-cape-10 at: https://wandb.ai/maa_64/food-app/runs/pegj5p38 wandb: Synced 6 W&B file(s), 0 media file(s), 0 artifact file(s) and 0 other file(s) wandb: Find logs at: ./wandb/run-20231031_215442-pegj5p38/logs [I 2023-10-31 22:19:18,241] Trial 3 finished with value: 0.5425158739089966 and parameters: {'lr': 3.6384818250623903e-06, 'n_estimators': 33, 'optimizer': 'SGD'}. Best is trial 3 with value: 0.5425158739089966. wandb: - Waiting for wandb.init()... wandb: \ Waiting for wandb.init()... wandb: Tracking run with wandb version 0.15.12 wandb: Run data is saved locally in /jash/Workspace/Food/wandb/run-20231031_221918-gr6ablo3 wandb: Run `wandb offline` to turn off syncing. wandb: Syncing run strange-wraith-11 wandb: ⭐️ View project at https://wandb.ai/maa_64/food-app wandb: 🚀 View run at https://wandb.ai/maa_64/food-app/runs/gr6ablo3 wandb: Waiting for W&B process to finish... (success). wandb: - 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: \ 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: | 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: / 0.005 MB of 0.014 MB uploaded (0.000 MB deduped) wandb: - 0.014 MB of 0.014 MB uploaded (0.000 MB deduped) wandb: \ 0.014 MB of 0.014 MB uploaded (0.000 MB deduped) wandb: | 0.014 MB of 0.014 MB uploaded (0.000 MB deduped) wandb: wandb: Run history: wandb: Train Accuracy ▁ wandb: Train Loss ▁ wandb: Validation Accuracy ▁ wandb: Validation Loss ▁ wandb: wandb: Run summary: wandb: Train Accuracy 0.48708 wandb: Train Loss 1.49079 wandb: Validation Accuracy 0.54065 wandb: Validation Loss 1.29405 wandb: wandb: 🚀 View run strange-wraith-11 at: https://wandb.ai/maa_64/food-app/runs/gr6ablo3 wandb: Synced 6 W&B file(s), 0 media file(s), 0 artifact file(s) and 0 other file(s) wandb: Find logs at: ./wandb/run-20231031_221918-gr6ablo3/logs [I 2023-10-31 22:43:49,791] Trial 4 finished with value: 0.5406512022018433 and parameters: {'lr': 3.1757764065521707e-07, 'n_estimators': 32, 'optimizer': 'Adam'}. Best is trial 3 with value: 0.5425158739089966. wandb: - Waiting for wandb.init()... wandb: \ Waiting for wandb.init()... wandb: Tracking run with wandb version 0.15.12 wandb: Run data is saved locally in /jash/Workspace/Food/wandb/run-20231031_224349-6h4rftgh wandb: Run `wandb offline` to turn off syncing. wandb: Syncing run occult-banshee-12 wandb: ⭐️ View project at https://wandb.ai/maa_64/food-app wandb: 🚀 View run at https://wandb.ai/maa_64/food-app/runs/6h4rftgh wandb: Waiting for W&B process to finish... (success). wandb: - 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: \ 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: | 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: / 0.005 MB of 0.014 MB uploaded (0.000 MB deduped) wandb: - 0.005 MB of 0.014 MB uploaded (0.000 MB deduped) wandb: wandb: Run history: wandb: Train Accuracy ▁ wandb: Train Loss ▁ wandb: Validation Accuracy ▁ wandb: Validation Loss ▁ wandb: wandb: Run summary: wandb: Train Accuracy 0.48493 wandb: Train Loss 1.48231 wandb: Validation Accuracy 0.54034 wandb: Validation Loss 1.29421 wandb: wandb: 🚀 View run occult-banshee-12 at: https://wandb.ai/maa_64/food-app/runs/6h4rftgh wandb: Synced 6 W&B file(s), 0 media file(s), 0 artifact file(s) and 0 other file(s) wandb: Find logs at: ./wandb/run-20231031_224349-6h4rftgh/logs [I 2023-10-31 23:44:49,930] Trial 5 finished with value: 0.5403411984443665 and parameters: {'lr': 4.079324797271018e-08, 'n_estimators': 32, 'optimizer': 'RMSprop'}. Best is trial 3 with value: 0.5425158739089966. wandb: - Waiting for wandb.init()... wandb: \ Waiting for wandb.init()... wandb: Tracking run with wandb version 0.15.12 wandb: Run data is saved locally in /jash/Workspace/Food/wandb/run-20231031_234449-7nbh63pb wandb: Run `wandb offline` to turn off syncing. wandb: Syncing run occult-gargoyle-13 wandb: ⭐️ View project at https://wandb.ai/maa_64/food-app wandb: 🚀 View run at https://wandb.ai/maa_64/food-app/runs/7nbh63pb wandb: Waiting for W&B process to finish... (success). wandb: - 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: \ 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: | 0.005 MB of 0.014 MB uploaded (0.000 MB deduped) wandb: / 0.014 MB of 0.014 MB uploaded (0.000 MB deduped) wandb: - 0.014 MB of 0.014 MB uploaded (0.000 MB deduped) wandb: wandb: Run history: wandb: Train Accuracy ▁ wandb: Train Loss ▁ wandb: Validation Accuracy ▁ wandb: Validation Loss ▁ wandb: wandb: Run summary: wandb: Train Accuracy 0.49463 wandb: Train Loss 1.45459 wandb: Validation Accuracy 0.54955 wandb: Validation Loss 1.27562 wandb: wandb: 🚀 View run occult-gargoyle-13 at: https://wandb.ai/maa_64/food-app/runs/7nbh63pb wandb: Synced 6 W&B file(s), 0 media file(s), 0 artifact file(s) and 0 other file(s) wandb: Find logs at: ./wandb/run-20231031_234449-7nbh63pb/logs [I 2023-11-01 00:13:51,934] Trial 6 finished with value: 0.5495542883872986 and parameters: {'lr': 4.678309863383098e-07, 'n_estimators': 35, 'optimizer': 'RMSprop'}. Best is trial 6 with value: 0.5495542883872986. wandb: Tracking run with wandb version 0.15.12 wandb: Run data is saved locally in /jash/Workspace/Food/wandb/run-20231101_001351-jyel0gll wandb: Run `wandb offline` to turn off syncing. wandb: Syncing run dreadful-whisper-14 wandb: ⭐️ View project at https://wandb.ai/maa_64/food-app wandb: 🚀 View run at https://wandb.ai/maa_64/food-app/runs/jyel0gll wandb: Waiting for W&B process to finish... (success). wandb: - 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: \ 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: | 0.005 MB of 0.014 MB uploaded (0.000 MB deduped) wandb: / 0.005 MB of 0.014 MB uploaded (0.000 MB deduped) wandb: - 0.014 MB of 0.014 MB uploaded (0.000 MB deduped) wandb: \ 0.014 MB of 0.014 MB uploaded (0.000 MB deduped) wandb: wandb: Run history: wandb: Train Accuracy ▁ wandb: Train Loss ▁ wandb: Validation Accuracy ▁ wandb: Validation Loss ▁ wandb: wandb: Run summary: wandb: Train Accuracy 0.50997 wandb: Train Loss 1.39204 wandb: Validation Accuracy 0.55506 wandb: Validation Loss 1.23738 wandb: wandb: 🚀 View run dreadful-whisper-14 at: https://wandb.ai/maa_64/food-app/runs/jyel0gll wandb: Synced 6 W&B file(s), 0 media file(s), 0 artifact file(s) and 0 other file(s) wandb: Find logs at: ./wandb/run-20231101_001351-jyel0gll/logs [I 2023-11-01 00:38:23,845] Trial 7 finished with value: 0.5550567507743835 and parameters: {'lr': 1.7101161575656505e-06, 'n_estimators': 29, 'optimizer': 'Adam'}. Best is trial 7 with value: 0.5550567507743835. wandb: - Waiting for wandb.init()... wandb: \ Waiting for wandb.init()... wandb: | Waiting for wandb.init()... wandb: Tracking run with wandb version 0.15.12 wandb: Run data is saved locally in /jash/Workspace/Food/wandb/run-20231101_003823-t9dkdynt wandb: Run `wandb offline` to turn off syncing. wandb: Syncing run mischievous-specter-15 wandb: ⭐️ View project at https://wandb.ai/maa_64/food-app wandb: 🚀 View run at https://wandb.ai/maa_64/food-app/runs/t9dkdynt wandb: Waiting for W&B process to finish... (success). wandb: - 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: \ 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: | 0.005 MB of 0.014 MB uploaded (0.000 MB deduped) wandb: / 0.005 MB of 0.014 MB uploaded (0.000 MB deduped) wandb: - 0.014 MB of 0.014 MB uploaded (0.000 MB deduped) wandb: \ 0.014 MB of 0.014 MB uploaded (0.000 MB deduped) wandb: | 0.014 MB of 0.014 MB uploaded (0.000 MB deduped) wandb: wandb: Run history: wandb: Train Accuracy ▁ wandb: Train Loss ▁ wandb: Validation Accuracy ▁ wandb: Validation Loss ▁ wandb: wandb: Run summary: wandb: Train Accuracy 0.50968 wandb: Train Loss 1.38178 wandb: Validation Accuracy 0.55892 wandb: Validation Loss 1.22877 wandb: wandb: 🚀 View run mischievous-specter-15 at: https://wandb.ai/maa_64/food-app/runs/t9dkdynt wandb: Synced 6 W&B file(s), 0 media file(s), 0 artifact file(s) and 0 other file(s) wandb: Find logs at: ./wandb/run-20231101_003823-t9dkdynt/logs [I 2023-11-01 01:18:49,091] Trial 8 finished with value: 0.5589190125465393 and parameters: {'lr': 2.807500616871119e-07, 'n_estimators': 35, 'optimizer': 'SGD'}. Best is trial 8 with value: 0.5589190125465393. wandb: Tracking run with wandb version 0.15.12 wandb: Run data is saved locally in /jash/Workspace/Food/wandb/run-20231101_011849-ota77xrr wandb: Run `wandb offline` to turn off syncing. wandb: Syncing run spooky-specter-16 wandb: ⭐️ View project at https://wandb.ai/maa_64/food-app wandb: 🚀 View run at https://wandb.ai/maa_64/food-app/runs/ota77xrr wandb: Waiting for W&B process to finish... (success). wandb: - 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: \ 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: | 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: / 0.005 MB of 0.014 MB uploaded (0.000 MB deduped) wandb: - 0.006 MB of 0.014 MB uploaded (0.000 MB deduped) wandb: \ 0.006 MB of 0.014 MB uploaded (0.000 MB deduped) wandb: wandb: Run history: wandb: Train Accuracy ▁ wandb: Train Loss ▁ wandb: Validation Accuracy ▁ wandb: Validation Loss ▁ wandb: wandb: Run summary: wandb: Train Accuracy 0.52209 wandb: Train Loss 1.34973 wandb: Validation Accuracy 0.56162 wandb: Validation Loss 1.2041 wandb: wandb: 🚀 View run spooky-specter-16 at: https://wandb.ai/maa_64/food-app/runs/ota77xrr wandb: Synced 6 W&B file(s), 0 media file(s), 0 artifact file(s) and 0 other file(s) wandb: Find logs at: ./wandb/run-20231101_011849-ota77xrr/logs [I 2023-11-01 01:46:58,059] Trial 9 finished with value: 0.5616196393966675 and parameters: {'lr': 1.0143024563093913e-06, 'n_estimators': 33, 'optimizer': 'Adam'}. Best is trial 9 with value: 0.5616196393966675. wandb: - Waiting for wandb.init()... wandb: \ Waiting for wandb.init()... wandb: Tracking run with wandb version 0.15.12 wandb: Run data is saved locally in /jash/Workspace/Food/wandb/run-20231101_014658-mj672tzu wandb: Run `wandb offline` to turn off syncing. wandb: Syncing run fearful-candle-17 wandb: ⭐️ View project at https://wandb.ai/maa_64/food-app wandb: 🚀 View run at https://wandb.ai/maa_64/food-app/runs/mj672tzu wandb: Waiting for W&B process to finish... (success). wandb: - 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: \ 0.005 MB of 0.005 MB uploaded (0.000 MB deduped) wandb: | 0.005 MB of 0.014 MB uploaded (0.000 MB deduped) wandb: / 0.014 MB of 0.014 MB uploaded (0.000 MB deduped) wandb: - 0.014 MB of 0.014 MB uploaded (0.000 MB deduped) wandb: wandb: Run history: wandb: Train Accuracy ▁ wandb: Train Loss ▁ wandb: Validation Accuracy ▁ wandb: Validation Loss ▁ wandb: wandb: Run summary: wandb: Train Accuracy 0.52938 wandb: Train Loss 1.31677 wandb: Validation Accuracy 0.56583 wandb: Validation Loss 1.20021 wandb: wandb: 🚀 View run fearful-candle-17 at: https://wandb.ai/maa_64/food-app/runs/mj672tzu wandb: Synced 6 W&B file(s), 0 media file(s), 0 artifact file(s) and 0 other file(s) wandb: Find logs at: ./wandb/run-20231101_014658-mj672tzu/logs [I 2023-11-01 02:11:05,590] Trial 10 finished with value: 0.5658254027366638 and parameters: {'lr': 9.441552500921141e-07, 'n_estimators': 25, 'optimizer': 'Adam'}. Best is trial 10 with value: 0.5658254027366638. [LOG]: Login Succesfull. Model Loaded. Saving Model At: save_model/best_model.pth Saving Model At: save_model/best_model.pth Saving Model At: save_model/best_model.pth Saving Model At: save_model/best_model.pth Saving Model At: save_model/best_model.pth Saving Model At: save_model/best_model.pth Saving Model At: save_model/best_model.pth Saving Model At: save_model/best_model.pth Saving Model At: save_model/best_model.pth Saving Model At: save_model/best_model.pth Saving Model At: save_model/best_model.pth Saving Model At: save_model/best_model.pth Saving Model At: save_model/best_model.pth Saving Model At: save_model/best_model.pth Saving Model At: save_model/best_model.pth Saving Model At: save_model/best_model.pth Saving Model At: save_model/best_model.pth Saving Model At: save_model/best_model.pth Saving Model At: save_model/best_model.pth Saving Model At: save_model/best_model.pth Saving Model At: save_model/best_model.pth Study statistics: Number of finished trials: 11 Number of pruned trials: 0 Number of complete trials: 11 Best trial: Value: 0.5658254027366638 Params: lr: 9.441552500921141e-07 n_estimators: 25 optimizer: Adam