Row 4894

Row ID: 4894 | Dataset Entry | Axioma AXP Content Repository

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Hi, I want to know something about the latency of dilated convolutions. I test the conv with kernel\_size 3, dilation d and the equivalent kernel\_size 2 \* d - 1 in pytorch. The results show that the latter is alway faster. Why? The dilated convolution has less computation and memory access.

FieldValue
text Hi, I want to know something about the latency of dilated convolutions. I test the conv with kernel\_size 3, dilation d and the equivalent kernel\_size 2 \* d - 1 in pytorch. The results show that the latter is alway faster. Why? The dilated convolution has less computation and memory access.
label r/deeplearning
dataType post
communityName r/deeplearning
datetime 2024-04-23
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Raw Record

{
  "text": "Hi, I want to know something about the latency of dilated convolutions. I test the conv with kernel\\_size 3, dilation d and the equivalent kernel\\_size 2 \\* d - 1 in pytorch. The results show that the latter is alway faster. Why? The dilated convolution has less computation and memory access.  ",
  "label": "r/deeplearning",
  "dataType": "post",
  "communityName": "r/deeplearning",
  "datetime": "2024-04-23",
  "username_encoded": "Z0FBQUFBQm5LakwyZ2xIMTBkOG5vT1pRaEJ0bEFRc2E0UUp5OExsdk9iVDFOZTYtY0o3OXhQOU51RnpvNnhsNG9razVSZndrcVpsVVdVSXp5S3pHV0lpQTBYd29LX1VELTh1SkdhUk5tX1d6SG51MlZKcmc0V1k9",
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}
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