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Use DALI proxy to ResNet50 example. Introduce TL3_RN50_benchmark #5792

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merged 3 commits into from
Jan 23, 2025

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@jantonguirao jantonguirao commented Jan 21, 2025

Category:

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Description:

  • Updates the RN50 example to offer a DALI proxy option
  • Adds a new TL3_RN50_benchmark that runs a few epochs of RN50 training, for DALI and DALI proxy

Additional information:

Affected modules and functionalities:

Key points relevant for the review:

Tests:

  • Existing tests apply
  • New tests added
    • Python tests
    • GTests
    • Benchmark
    • Other
  • N/A

Checklist

Documentation

  • Existing documentation applies
  • Documentation updated
    • Docstring
    • Doxygen
    • RST
    • Jupyter
    • Other
  • N/A

DALI team only

Requirements

  • Implements new requirements
  • Affects existing requirements
  • N/A

REQ IDs: N/A

JIRA TASK: N/A

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!build

@jantonguirao jantonguirao changed the title Use DALI proxy in TL3_RN50_short Use DALI proxy to ResNet50 example Jan 21, 2025
@jantonguirao jantonguirao changed the title Use DALI proxy to ResNet50 example Adds DALI proxy to ResNet50 example Jan 21, 2025
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CI MESSAGE: [22791321]: BUILD STARTED

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CI MESSAGE: [22791321]: BUILD PASSED

@jantonguirao jantonguirao force-pushed the rn50_dali_proxy_examples branch from 88a3463 to 8e4eeea Compare January 21, 2025 16:26
@jantonguirao jantonguirao changed the title Adds DALI proxy to ResNet50 example Use DALI proxy to ResNet50 example. Introduce TL3_RN50_benchmark Jan 21, 2025
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CI MESSAGE: [22800014]: BUILD STARTED

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CI MESSAGE: [22800014]: BUILD FAILED

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CI MESSAGE: [22800014]: BUILD PASSED

Signed-off-by: Joaquin Anton Guirao <janton@nvidia.com>
@jantonguirao jantonguirao force-pushed the rn50_dali_proxy_examples branch from 8e4eeea to 6b2fc1e Compare January 22, 2025 13:59
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CI MESSAGE: [22848828]: BUILD STARTED

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CI MESSAGE: [22848828]: BUILD FAILED

Signed-off-by: Joaquin Anton Guirao <janton@nvidia.com>
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CI MESSAGE: [22800000]: BUILD FAILED

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CI MESSAGE: [22899530]: BUILD STARTED

Signed-off-by: Joaquin Anton Guirao <janton@nvidia.com>
@jantonguirao jantonguirao force-pushed the rn50_dali_proxy_examples branch from af36bfc to e4d906b Compare January 23, 2025 11:12
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CI MESSAGE: [22899530]: BUILD FAILED

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CI MESSAGE: [22899530]: BUILD PASSED

@jantonguirao jantonguirao merged commit 6f0e6b5 into NVIDIA:main Jan 23, 2025
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4 participants