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download_url for amazon is slow #1441

@rijobro

Description

@rijobro

Describe the bug
One of the tutorial downloads Task09_Spleen.tar, which is 1.5GB. This took 1m45 via wget and over 2 hours with MONAI's download_url.

To Reproduce

  1. wget https://msd-for-monai.s3-us-west-2.amazonaws.com/Task09_Spleen.tar
  2. monai.apps.download_and_extract("https://msd-for-monai.s3-us-west-2.amazonaws.com/Task09_Spleen.tar", "Task09_Spleen.tar", "~/test")
  3. Observe download speeds

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