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Update links in DALI readme (NVIDIA#5660)
* Update links in DALI readme - updates link to the most recent roadmap GitHub issue - adds GTC 2024 eBay talk in additional materials and success stories Signed-off-by: Janusz Lisiecki <[email protected]>
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README.rst

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@@ -114,18 +114,19 @@ DALI success stories:
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- `During Kaggle computer vision competitions <https://www.kaggle.com/code/theoviel/rsna-breast-baseline-faster-inference-with-dali>`__:
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`"*DALI is one of the best things I have learned in this competition*" <https://www.kaggle.com/competitions/rsna-breast-cancer-detection/discussion/391059>`__
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`"DALI is one of the best things I have learned in this competition" <https://www.kaggle.com/competitions/rsna-breast-cancer-detection/discussion/391059>`__
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- `Lightning Pose - state of the art pose estimation research model <https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10168383/>`__
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- `To improve the resource utilization in Advanced Computing Infrastructure <https://arcwiki.rs.gsu.edu/en/dali/using_nvidia_dali_loader>`__
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- `MLPerf - the industry standard for benchmarking compute and deep learning hardware and software <https://developer.nvidia.com/blog/mlperf-hpc-v1-0-deep-dive-into-optimizations-leading-to-record-setting-nvidia-performance/>`__
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- `"we optimized major models inside eBay with the DALI framework" <https://www.nvidia.com/en-us/on-demand/session/gtc24-s62578/>`__
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DALI Roadmap
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`The following issue represents <https://github.com/NVIDIA/DALI/issues/4578>`__ a high-level overview of our 2023 plan. You should be aware that this
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roadmap may change at any time and the order below does not reflect any type of priority.
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`The following issue represents <https://github.com/NVIDIA/DALI/issues/5320>`__ a high-level overview of our 2024 plan. You should be aware that this
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roadmap may change at any time and the order of its items does not reflect any type of priority.
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We strongly encourage you to comment on our roadmap and provide us feedback on the mentioned
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GitHub issue.
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Additional Resources
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- GPU Technology Conference 2024; **Optimizing Inference Model Serving for Highest Performance at eBay**; Yiheng Wang:
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`event <https://www.nvidia.com/en-us/on-demand/session/gtc24-s62578/>`__
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- GPU Technology Conference 2023; **Developer Breakout: Accelerating Enterprise Workflows With Triton Server and DALI**; Brandon Tuttle:
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`event <https://www.nvidia.com/en-us/on-demand/session/gtcspring23-se52140/>`__.
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- GPU Technology Conference 2023; **GPU-Accelerating End-to-End Geospatial Workflows**; Kevin Green:

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