Row 8450

Row ID: 8450 | Dataset Entry | Axioma AXP Content Repository

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Hi, I'm trying to train a dl model for multivariate multi step-ahead time series prediction on a dataset with 4 million rows. The server has three 3090 and 350G RAM but it saturates the RAM. I'm using lightning. I set pin_memory to true for all dataloaders. Still can't get it to run. Any idead?

FieldValue
text Hi, I'm trying to train a dl model for multivariate multi step-ahead time series prediction on a dataset with 4 million rows. The server has three 3090 and 350G RAM but it saturates the RAM. I'm using lightning. I set pin_memory to true for all dataloaders. Still can't get it to run. Any idead?
label r/deeplearning
dataType post
communityName r/deeplearning
datetime 2024-05-19
username_encoded Z0FBQUFBQm5Lakw0ZDd0MGx0d1Y2NVR3NFMtVlhvZXpRUGF0RkN2MDFKc2I5c0prd3NWZEExZ2dFVEFzeFQ1X1piNEhvcWRFcFNOamFDMEc2Wi1waUhyN0cyd1NqT09xYlJpRE1YRW1sR2lxaWdKdFNTeWFuSjQ9
url_encoded Z0FBQUFBQm5Lak9IbWpFYktuVHZhNG42YWxrd3F6cFJxQXpXWjBVVXphRC1FUG4wS1hxUnNQal91OEhXVzJCWjhabUotaWt2WXAtLVlabmM3QVJwdzdPNndhdE5xT2JMbkY1MzBQUk5sbXBGUlRPOGFHNnFLTkJkX0h3OXk0Uk9KcmdZY3JvU3NDY19SdnBVSE9ZMERIeVdUZTBhdTU3Z1ZMZ19WeFFOS2JWRGoyUHlxaTI5eXI1R3pTclBISXFHTGlqZ0IzRWp0eGhE

Raw Record

{
  "text": "Hi, I'm trying to train a dl model for multivariate multi step-ahead time series prediction on a dataset with 4 million rows. The server has three 3090 and 350G RAM but it saturates the RAM. I'm using lightning. I set pin_memory to true for all dataloaders. Still can't get it to run. Any idead?",
  "label": "r/deeplearning",
  "dataType": "post",
  "communityName": "r/deeplearning",
  "datetime": "2024-05-19",
  "username_encoded": "Z0FBQUFBQm5Lakw0ZDd0MGx0d1Y2NVR3NFMtVlhvZXpRUGF0RkN2MDFKc2I5c0prd3NWZEExZ2dFVEFzeFQ1X1piNEhvcWRFcFNOamFDMEc2Wi1waUhyN0cyd1NqT09xYlJpRE1YRW1sR2lxaWdKdFNTeWFuSjQ9",
  "url_encoded": "Z0FBQUFBQm5Lak9IbWpFYktuVHZhNG42YWxrd3F6cFJxQXpXWjBVVXphRC1FUG4wS1hxUnNQal91OEhXVzJCWjhabUotaWt2WXAtLVlabmM3QVJwdzdPNndhdE5xT2JMbkY1MzBQUk5sbXBGUlRPOGFHNnFLTkJkX0h3OXk0Uk9KcmdZY3JvU3NDY19SdnBVSE9ZMERIeVdUZTBhdTU3Z1ZMZ19WeFFOS2JWRGoyUHlxaTI5eXI1R3pTclBISXFHTGlqZ0IzRWp0eGhE"
}
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