Note: this competition is aimed at producing models that are small and lightweight. We have introduced compute constraints to match - your VMs will have only 2 CPUs, 8GB of RAM, and no GPU available. You will still have a maximum of 9 hours to complete the task, but between the constraints and the efficiency prize there will be some interesting sub-problems to solve. Good luck!
I read this from the part where it says 'efficiency prize'. Using gpu is prohibited or is it only for the people who aim for this 'efficiency prize'?
", "messages": [ { "id": "2251326", "postDate": "05/09/2023 09:02:07", "content": "Note: this competition is aimed at producing models that are small and lightweight. We have introduced compute constraints to match - your VMs will have only 2 CPUs, 8GB of RAM, and no GPU available. You will still have a maximum of 9 hours to complete the task, but between the constraints and the efficiency prize there will be some interesting sub-problems to solve. Good luck!
I read this from the part where it says 'efficiency prize'. Using gpu is prohibited or is it only for the people who aim for this 'efficiency prize'?
", "rawMarkdown": "`Note: this competition is aimed at producing models that are small and lightweight. We have introduced compute constraints to match - your VMs will have only 2 CPUs, 8GB of RAM, and no GPU available. You will still have a maximum of 9 hours to complete the task, but between the constraints and the efficiency prize there will be some interesting sub-problems to solve. Good luck!`\n\nI read this from the part where it says 'efficiency prize'. Using gpu is prohibited or is it only for the people who aim for this 'efficiency prize'?", "votes": null }, { "id": "2251331", "postDate": "05/09/2023 09:05:04", "content": "I think we can't submit if GPUs are enabled, so I think GPUs are not allowed in this competition in general, not only with the Efficiency Prize.
", "rawMarkdown": "I think we can't submit if GPUs are enabled, so I think GPUs are not allowed in this competition in general, not only with the Efficiency Prize.", "votes": null }, { "id": "2251421", "postDate": "05/09/2023 10:21:28", "content": "GPU is not allowed in inference notebook: Inference VMs will have only 2 CPUs, 8GB of RAM, and no GPU available, but you can use GPU to train your models.
", "rawMarkdown": "GPU is not allowed in inference notebook: *Inference VMs will have only 2 CPUs, 8GB of RAM, and no GPU available*, but you can use GPU to train your models.", "votes": null }, { "id": "2253129", "postDate": "05/10/2023 00:29:43", "content": "So in order to do the inference, I have to save the trained weights and load them with non gpu environment?
", "rawMarkdown": "So in order to do the inference, I have to save the trained weights and load them with non gpu environment?", "votes": null }, { "id": "2253359", "postDate": "05/10/2023 05:49:55", "content": "Exactly! you can refer to this example by @takanashihumbert
\nI think we can't submit if GPUs are enabled, so I think GPUs are not allowed in this competition in general, not only with the Efficiency Prize.
", "votes": null, "replies": [] }, { "id": 2251421, "author_name": "steubk", "author_url": "", "post_date": "05/09/2023 10:21:28", "content": "GPU is not allowed in inference notebook: Inference VMs will have only 2 CPUs, 8GB of RAM, and no GPU available, but you can use GPU to train your models.
", "votes": null, "replies": [ { "id": 2253129, "author_name": "gilgarad", "author_url": "", "post_date": "05/10/2023 00:29:43", "content": "So in order to do the inference, I have to save the trained weights and load them with non gpu environment?
", "votes": null, "replies": [ { "id": 2253359, "author_name": "steubk", "author_url": "", "post_date": "05/10/2023 05:49:55", "content": "Exactly! you can refer to this example by @takanashihumbert
\n", "votes": null, "replies": [] } ] } ] } ], "raw_markdown_by_id": { "2251326": "`Note: this competition is aimed at producing models that are small and lightweight. We have introduced compute constraints to match - your VMs will have only 2 CPUs, 8GB of RAM, and no GPU available. You will still have a maximum of 9 hours to complete the task, but between the constraints and the efficiency prize there will be some interesting sub-problems to solve. Good luck!`\n\nI read this from the part where it says 'efficiency prize'. Using gpu is prohibited or is it only for the people who aim for this 'efficiency prize'?", "2251331": "I think we can't submit if GPUs are enabled, so I think GPUs are not allowed in this competition in general, not only with the Efficiency Prize.", "2251421": "GPU is not allowed in inference notebook: *Inference VMs will have only 2 CPUs, 8GB of RAM, and no GPU available*, but you can use GPU to train your models.", "2253129": "So in order to do the inference, I have to save the trained weights and load them with non gpu environment?", "2253359": "Exactly! you can refer to this example by @takanashihumbert \n- train: https://www.kaggle.com/code/takanashihumbert/magic-bingo-train-part-lb-0-687 \n- inference: https://www.kaggle.com/code/takanashihumbert/magic-bingo-inference-part-lb-0-687/notebook" }, "source": "meta" }