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Deploy SqueezeNet 1.0 INT8 model with ONNX Runtime on Azure Cobalt 100 #2139

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Merged
merged 2 commits into from
Sep 29, 2025
Merged

Deploy SqueezeNet 1.0 INT8 model with ONNX Runtime on Azure Cobalt 100 #2139

merged 2 commits into from
Sep 29, 2025

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@odidev
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@odidev odidev commented Jul 14, 2025

  1. Deploy an ONNX-based application inside an Azure Linux 3.0 Arm based Docker container, as well as Azure Linux 3.0 custom-image based Azure VM.
  2. Uses the quantized SqueezeNet INT8 model for testing and validation.
  3. Perform ONNX baseline and benchmarking inside the container as well as the custom VM.
  • [ * ] I have reviewed Create a Learning Path
  • [ * ] I have checked my contribution for confidential information

By submitting this pull request, I confirm that you can use, modify, copy, and redistribute this contribution, under the terms of the Creative Commons Attribution 4.0 International License.

Signed-off-by: odidev [email protected]

@odidev odidev force-pushed the onnx_LP branch 4 times, most recently from babf515 to f4b3c2b Compare July 28, 2025 12:51
@odidev odidev changed the title Deploy SqueezeNet 1.0 INT8 (opset 12) model with ONNX Runtime on Azure Cobalt 100 Deploy SqueezeNet 1.0 INT8 model with ONNX Runtime on Azure Cobalt 100 Jul 28, 2025
@pareenaverma pareenaverma added ACM Arm Cloud Migration awaiting_tech_review labels Aug 26, 2025
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merging into main for tech review

@pareenaverma pareenaverma merged commit 3175751 into ArmDeveloperEcosystem:main Sep 29, 2025
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@madeline-underwood madeline-underwood added ready_to_publish Ready for final review and publish and removed editorial_review labels Oct 15, 2025
@jasonrandrews jasonrandrews removed their assignment Oct 17, 2025
@jasonrandrews jasonrandrews moved this from In Progress to Done in Arm Learning Paths Roadmap Oct 20, 2025
@jasonrandrews jasonrandrews added publish and removed ready_to_publish Ready for final review and publish labels Oct 20, 2025
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@odidev @pareenaverma @jasonrandrews @annietllnd @madeline-underwood