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update pydicom reader to enable gpu load #8283

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Related to #8241 .

Description

A few sentences describing the changes proposed in this pull request.

Types of changes

  • Non-breaking change (fix or new feature that would not break existing functionality).
  • Breaking change (fix or new feature that would cause existing functionality to change).
  • New tests added to cover the changes.
  • Integration tests passed locally by running ./runtests.sh -f -u --net --coverage.
  • Quick tests passed locally by running ./runtests.sh --quick --unittests --disttests.
  • In-line docstrings updated.
  • Documentation updated, tested make html command in the docs/ folder.

@yiheng-wang-nv yiheng-wang-nv marked this pull request as ready for review January 26, 2025 09:03
@yiheng-wang-nv
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I converted the decathlon task 03 liver data into .dcm format, and check the performance. Results are shown in the attach csv file.

Hi @ericspod @KumoLiu , this PR is ready, could you help to review it? Thanks!
acceleration_results.csv

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