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Signed-off-by: Sun, Xuehao <xuehao.sun@intel.com>
Signed-off-by: Sun, Xuehao <xuehao.sun@intel.com>
Signed-off-by: Sun, Xuehao <xuehao.sun@intel.com>
Signed-off-by: Sun, Xuehao <xuehao.sun@intel.com>
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Pull request overview
This PR introduces CUDA CI infrastructure using RunPod for GPU-based testing in Azure Pipelines. The implementation creates a three-stage pipeline that dynamically provisions GPU instances, runs CUDA unit tests, and ensures proper cleanup of cloud resources.
Changes:
- Added Azure pipeline configuration for CUDA tests with RunPod integration
- Created Python scripts to manage RunPod instance lifecycle and Azure DevOps agent registration
- Implemented bash script to execute CUDA unit tests with multiple test suites (standard, LLMC, SGLang)
- Commented out auto-gptq requirement in test dependencies
Reviewed changes
Copilot reviewed 5 out of 5 changed files in this pull request and generated 16 comments.
Show a summary per file
| File | Description |
|---|---|
| test/test_cuda/requirements.txt | Commented out auto-gptq dependency per TODO item |
| .azure-pipelines/unit-test-cuda.yml | New pipeline with 3 stages: pod provisioning, GPU testing, and cleanup |
| .azure-pipelines/scripts/cuda_unit_test/runpod_manager.py | Manages RunPod GPU instance creation, monitoring, and termination |
| .azure-pipelines/scripts/cuda_unit_test/run_cuda_ut.sh | Executes CUDA unit tests with separate functions for standard, LLMC, and SGLang tests |
| .azure-pipelines/scripts/cuda_unit_test/azure_agent.py | Manages Azure DevOps agent registration and deregistration |
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/azp run Unit-Test-CUDA-AutoRound |
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Azure Pipelines successfully started running 1 pipeline(s). |
Signed-off-by: Xin He <xin3.he@intel.com>
Contributor
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/azp run Unit-Test-CUDA-AutoRound |
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Azure Pipelines successfully started running 1 pipeline(s). |
Signed-off-by: Xin He <xin3.he@intel.com>
Contributor
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/azp run Unit-Test-CUDA-AutoRound |
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Azure Pipelines successfully started running 1 pipeline(s). |
Signed-off-by: Xin He <xin3.he@intel.com>
Signed-off-by: Xin He <xin3.he@intel.com>
Contributor
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/azp run Unit-Test-CUDA-AutoRound |
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Azure Pipelines successfully started running 1 pipeline(s). |
Signed-off-by: Xin He <xin3.he@intel.com>
Contributor
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/azp run Unit-Test-CUDA-AutoRound |
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Azure Pipelines successfully started running 1 pipeline(s). |
Signed-off-by: Xin He <xin3.he@intel.com>
Contributor
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/azp run Unit-Test-CUDA-AutoRound |
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Azure Pipelines successfully started running 1 pipeline(s). |
Contributor
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/azp run Unit-Test-CUDA-AutoRound |
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Azure Pipelines successfully started running 1 pipeline(s). |
Signed-off-by: Xin He <xin3.he@intel.com>
Contributor
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/azp run Unit-Test-CUDA-AutoRound |
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Azure Pipelines successfully started running 1 pipeline(s). |
Signed-off-by: Xin He <xin3.he@intel.com>
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Description
Enable CUDA CI
TODO
gptqmodel,auto-gptqtest/models/xxx)tritonissue