Row 77409

Row ID: 77409 | Dataset Entry | Axioma AXP Content Repository

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Hi, I'm new to DL and doing some research about Keras. I want to know if you can train a Keras sequential model on a parallel, distributed system. I think since you have to run the layers in a Sequential models well, sequentially, you wouldn't be able to train it on distributed system. For functional API, since you can determine input and output of models there are layers that run independent of each other, and so you can take advantage of distributed system and parallel processing. I'm not sure if this type of reasoning is correct. If you find any fault/errors, please let me know. Thank you

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text Hi, I'm new to DL and doing some research about Keras. I want to know if you can train a Keras sequential model on a parallel, distributed system. I think since you have to run the layers in a Sequential models well, sequentially, you wouldn't be able to train it on distributed system. For functional API, since you can determine input and output of models there are layers that run independent of each other, and so you can take advantage of distributed system and parallel processing. I'm not sure…
label r/deeplearning
dataType post
communityName r/deeplearning
datetime 2024-05-24
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  "text": "Hi, I'm new to DL and doing some research about Keras. I want to know if you can train a Keras sequential model on a parallel, distributed system. I think since you have to run the layers in a Sequential models well, sequentially, you wouldn't be able to train it on distributed system. For functional API, since you can determine input and output of models there are layers that run independent of each other, and so you can take advantage of distributed system and parallel processing. I'm not sure if this type of reasoning is correct. If you find any fault/errors, please let me know. Thank you ",
  "label": "r/deeplearning",
  "dataType": "post",
  "communityName": "r/deeplearning",
  "datetime": "2024-05-24",
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}
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