When I try postprocessing method like tta, my notebook always timeout though my inference time didn't exceed 5 minutes( I submitted a notebook without tta which inference time was 5min 10s and it succeed). Anyone know if tta will take more time on the lb test set?
", "messages": [ { "id": 3213998, "postDate": "2025-05-30T18:12:41.053Z", "content": "Oh, yes, 5 min is very close to limit for local and the time extrapolation is not mathematical since data is heterogeneous.
", "rawMarkdown": "Oh, yes, 5 min is very close to limit for local and the time extrapolation is not mathematical since data is heterogeneous.", "votes": 3, "replies": [ { "id": 3214286, "postDate": "2025-05-31T08:08:24.980Z", "content": "A safe limit is about 4 minutes.
", "rawMarkdown": "A safe limit is about 4 minutes. " }, { "id": 3214803, "postDate": "2025-06-01T05:21:34.580Z", "content": "Thanks for your reply. I think I should reduce the inference time of the TTA notebook more than that of the non-TTA notebooks.
", "rawMarkdown": "Thanks for your reply. I think I should reduce the inference time of the TTA notebook more than that of the non-TTA notebooks." } ] }, { "id": 3215480, "postDate": "2025-06-02T09:50:18.240Z", "content": "My notebook takes 4m55s to finish but the submission completes in 10-11hr.
", "rawMarkdown": "My notebook takes 4m55s to finish but the submission completes in 10-11hr.", "replies": [ { "id": 3216149, "postDate": "2025-06-03T07:13:03.637Z", "content": "Thanks for sharing.👋 My TTA notebook takes for 4min26s but times out when submitting. I don't want to try it anymore because I need to prepare for my final exams this term😢
", "rawMarkdown": "Thanks for sharing.👋 My TTA notebook takes for 4min26s but times out when submitting. I don't want to try it anymore because I need to prepare for my final exams this term😢", "replies": [ { "id": 3216269, "postDate": "2025-06-03T10:13:50.243Z", "content": "hope your professor allows you using TTA to select correct answer.
", "rawMarkdown": "hope your professor allows you using TTA to select correct answer.", "votes": 2 } ] } ] }, { "id": 3214546, "postDate": "2025-05-31T18:39:39.180Z", "content": "You might want to take a look at this notebook on how to use multiple GPUs, if you haven't already:
\nMultiGPU
Thanks for your reply. I tried MultiGPU from the start, and it did work, but it still times out when using TTA.
", "rawMarkdown": "Thanks for your reply. I tried MultiGPU from the start, and it did work, but it still times out when using TTA." } ] }, { "id": 3213935, "postDate": "2025-05-30T17:20:28.753Z", "content": "When I try postprocessing method like tta, my notebook always timeout though my inference time didn't exceed 5 minutes( I submitted a notebook without tta which inference time was 5min 10s and it succeed). Anyone know if tta will take more time on the lb test set?
", "rawMarkdown": "When I try postprocessing method like tta, my notebook always timeout though my inference time didn't exceed 5 minutes( I submitted a notebook without tta which inference time was 5min 10s and it succeed). Anyone know if tta will take more time on the lb test set? " }, { "id": 3216208, "postDate": "2025-06-03T08:51:34.487Z", "rawMarkdown": "", "isDeleted": true }, { "id": 3216203, "postDate": "2025-06-03T08:48:45.510Z", "rawMarkdown": "", "isDeleted": true } ], "comments": [ { "id": 3213998, "author_name": "Ángel Jacinto Sánchez Ruiz", "author_url": "", "post_date": "2025-05-30T18:12:41.053000", "content": "Oh, yes, 5 min is very close to limit for local and the time extrapolation is not mathematical since data is heterogeneous.
", "votes": 3, "replies": [ { "id": 3214286, "author_name": "Rafał Pawłowski", "author_url": "", "post_date": "2025-05-31T08:08:24.980000", "content": "A safe limit is about 4 minutes.
", "votes": 0, "replies": [] }, { "id": 3214803, "author_name": "wyh123", "author_url": "", "post_date": "2025-06-01T05:21:34.580000", "content": "Thanks for your reply. I think I should reduce the inference time of the TTA notebook more than that of the non-TTA notebooks.
", "votes": 0, "replies": [] } ] }, { "id": 3215480, "author_name": "Tom", "author_url": "", "post_date": "2025-06-02T09:50:18.240000", "content": "My notebook takes 4m55s to finish but the submission completes in 10-11hr.
", "votes": 0, "replies": [ { "id": 3216149, "author_name": "wyh123", "author_url": "", "post_date": "2025-06-03T07:13:03.637000", "content": "Thanks for sharing.👋 My TTA notebook takes for 4min26s but times out when submitting. I don't want to try it anymore because I need to prepare for my final exams this term😢
", "votes": 0, "replies": [ { "id": 3216269, "author_name": "Tom", "author_url": "", "post_date": "2025-06-03T10:13:50.243000", "content": "hope your professor allows you using TTA to select correct answer.
", "votes": 2, "replies": [] } ] } ] }, { "id": 3214546, "author_name": "Caleb Yenusah", "author_url": "", "post_date": "2025-05-31T18:39:39.180000", "content": "You might want to take a look at this notebook on how to use multiple GPUs, if you haven't already:
\nMultiGPU
Thanks for your reply. I tried MultiGPU from the start, and it did work, but it still times out when using TTA.
", "votes": 0, "replies": [] } ] }, { "id": 3216208, "author_name": "", "author_url": "", "post_date": "2025-06-03T08:51:34.487000", "content": "", "votes": 0, "replies": [] }, { "id": 3216203, "author_name": "", "author_url": "", "post_date": "2025-06-03T08:48:45.510000", "content": "", "votes": 0, "replies": [] } ], "raw_markdown_by_id": { "3213998": "Oh, yes, 5 min is very close to limit for local and the time extrapolation is not mathematical since data is heterogeneous.", "3215480": "My notebook takes 4m55s to finish but the submission completes in 10-11hr.", "3214546": "You might want to take a look at this notebook on how to use multiple GPUs, if you haven't already:\n[MultiGPU](https://www.kaggle.com/code/mr64891901/multigpu)", "3213935": "When I try postprocessing method like tta, my notebook always timeout though my inference time didn't exceed 5 minutes( I submitted a notebook without tta which inference time was 5min 10s and it succeed). Anyone know if tta will take more time on the lb test set? ", "3216208": "", "3216203": "" } }