Row 7217

Row ID: 7217 | Dataset Entry | Axioma AXP Content Repository

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Hi, I've started learning pytorch and I tried doing a classification on Stellar Dataset. Here I have three hidden layers and used CrossEntropyLoss and Adam optimizer. I used 1000 epochs and tried plotting epochs vs loss. I got some really unstable graph ( maybe I can't understand the graph). Could you guys check this out and give your comments on it? Initially it had only 2 layers, i added one more layer and increased epochs to 1000. Now 18045/20000 are correct classification on the test data.

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text Hi, I've started learning pytorch and I tried doing a classification on Stellar Dataset. Here I have three hidden layers and used CrossEntropyLoss and Adam optimizer. I used 1000 epochs and tried plotting epochs vs loss. I got some really unstable graph ( maybe I can't understand the graph). Could you guys check this out and give your comments on it? Initially it had only 2 layers, i added one more layer and increased epochs to 1000. Now 18045/20000 are correct classification on the test data…
label r/pytorch
dataType post
communityName r/pytorch
datetime 2024-05-15
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{
  "text": "Hi, I've started learning pytorch and I tried doing a classification on Stellar Dataset. Here I have three hidden layers and used CrossEntropyLoss and Adam optimizer. I used 1000 epochs and tried plotting epochs vs loss. I got some really unstable graph ( maybe I can't understand the graph). Could you guys   check this out and give your comments on it?  Initially it had only 2 layers, i added one more layer and increased epochs to 1000. Now 18045/20000 are correct classification on the test data.",
  "label": "r/pytorch",
  "dataType": "post",
  "communityName": "r/pytorch",
  "datetime": "2024-05-15",
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}
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