[CI monitor] Improve CI analyzer: fix job failure tracking and add CUDA-focused filtering (#11505)

6806c4e6 · Xiaoyu Zhang · GitHub · 0c0779d6 · 6806c4e6 · 6806c4e6
Unverified Commit 6806c4e6 authored Oct 13, 2025 by Xiaoyu Zhang Committed by GitHub Oct 13, 2025
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scripts/ci_monitor/README.md scripts/ci_monitor/README.md +0 -528

scripts/ci_monitor/ci_analyzer.py scripts/ci_monitor/ci_analyzer.py +76 -26

No files found.
--- a/scripts/ci_monitor/README.md
+++ b/scripts/ci_monitor/README.md
@@ -193,531 +193,3 @@ Use `--start-date` and `--end-date` parameters to get **ALL** CI runs within a s
 4. Copy the generated token and use it as `YOUR_GITHUB_TOKEN`
 **Note**: Without the `repo` and `workflow` permissions, the tool will not be able to access CI run data and will return 404 errors.
-## Output
-### CI Analyzer Output
-#### Console Output
- Overall statistics (total runs, success rate, etc.)
- Category failure breakdown
- Most frequently failed jobs (Top 50) with direct CI links
- Failure pattern analysis
-#### JSON Export
-Detailed analysis data including:
- Complete failure statistics
- Job failure counts
- Workflow failure counts
- Failure patterns
- Recent failure details
-### Performance Analyzer Output
-#### Console Output
- Performance data collection progress
- Summary statistics of collected tests and records
- Generated file locations (CSV tables and PNG charts)
-#### File Outputs
- **CSV Tables**: Structured performance data with columns:
-  - `created_at`: Timestamp of the CI run
-  - `run_number`: GitHub Actions run number
-  - `pr_number`: Pull request number (if applicable)
-  - `author`: Developer who triggered the run
-  - `head_sha`: Git commit SHA
-  - Performance metrics (varies by test type):
-    - `output_throughput_token_s`: Output throughput in tokens/second
-    - `median_e2e_latency_ms`: Median end-to-end latency in milliseconds
-    - `median_ttft_ms`: Median time-to-first-token in milliseconds
-    - `accept_length`: Accept length for speculative decoding tests
-  - `url`: Direct link to the GitHub Actions run
- **PNG Charts**: Time-series visualization charts for each metric:
-  - X-axis: Time (MM-DD HH:MM format)
-  - Y-axis: Performance metric values
-  - File naming: `{test_name}_{metric_name}.png`
-#### Directory Structure
-```
-performance_tables/
-├── performance-test-1-gpu-part-1_summary/
-│   ├── test_bs1_default.csv
-│   ├── test_bs1_default_output_throughput_token_s.png
-│   ├── test_online_latency_default.csv
-│   ├── test_online_latency_default_median_e2e_latency_ms.png
-│   └── ...
-├── performance-test-1-gpu-part-2_summary/
-│   └── ...
-└── performance-test-2-gpu_summary/
-    └── ...
-```
-## Example Output
-### CI Analyzer Example
-```
-============================================================
-SGLang CI Analysis Report
-============================================================
-Overall Statistics:
-  Total runs: 1000
-  Successful: 392
-  Failed: 187
-  Cancelled: 181
-  Skipped: 150
-  Success rate: 39.2%
-Category Failure Statistics:
-  unit-test: 351 failures
-  accuracy: 84 failures
-  performance: 55 failures
-  deepep: 1 failures
-Most Frequently Failed Jobs (Top 50):
-   1. unit-test-backend-1-gpu-amd-mi35x (linux-mi35x-gpu-1): 32 times
-      Last Success: Run #28893 (2025-09-24 13:35) by Xiaoze Fan: https://github.com/sgl-project/sglang/actions/runs/17978451434
-      Recent Failures:
-        - Run #28958 (2025-09-25 01:51) (PR #1 by Yuhao Yao): https://github.com/sgl-project/sglang/actions/runs/17994520789
-        - Run #28957 (2025-09-25 01:10) (PR #10883 by Lianmin Zheng): https://github.com/sgl-project/sglang/actions/runs/17993860400
-        - Run #28956 (2025-09-25 01:07) (PR #10495 by Lianmin Zheng): https://github.com/sgl-project/sglang/actions/runs/17993826732
-   2. unit-test-backend-1-gpu-amd (linux-mi300-gpu-1, 3): 31 times
-      Last Success: Run #28903 (2025-09-24 15:38) by gholmes829: https://github.com/sgl-project/sglang/actions/runs/17981905113
-      Recent Failures:
-        - Run #28958 (2025-09-25 01:51) (PR #1 by Yuhao Yao): https://github.com/sgl-project/sglang/actions/runs/17994520789
-        - Run #28957 (2025-09-25 01:10) (PR #10883 by Lianmin Zheng): https://github.com/sgl-project/sglang/actions/runs/17993860400
-        - Run #28956 (2025-09-25 01:07) (PR #10495 by Lianmin Zheng): https://github.com/sgl-project/sglang/actions/runs/17993826732
-   3. accuracy-test-2-gpu-amd (linux-mi35x-gpu-2): 29 times
-      Last Success: Run #28890 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435645
-      Recent Failures:
-        - Run #28958 (2025-09-25 01:51) (PR #1 by Yuhao Yao): https://github.com/sgl-project/sglang/actions/runs/17994520789
-        - Run #28957 (2025-09-25 01:10) (PR #10883 by Lianmin Zheng): https://github.com/sgl-project/sglang/actions/runs/17993860400
-        - Run #28956 (2025-09-25 01:07) (PR #10495 by Lianmin Zheng): https://github.com/sgl-project/sglang/actions/runs/17993826732
-   4. unit-test-backend-1-gpu-amd (linux-mi300-gpu-1, 5): 23 times
-      Last Success: Run #28906 (2025-09-24 15:43) (PR #10372 by Xiaoyu Zhang): https://github.com/sgl-project/sglang/actions/runs/17982029749
-      Recent Failures:
-        - Run #28958 (2025-09-25 01:51) (PR #1 by Yuhao Yao): https://github.com/sgl-project/sglang/actions/runs/17994520789
-        - Run #28956 (2025-09-25 01:07) (PR #10495 by Lianmin Zheng): https://github.com/sgl-project/sglang/actions/runs/17993826732
-        - Run #28955 (2025-09-25 00:40) by Hubert Lu: https://github.com/sgl-project/sglang/actions/runs/17993426068
-   5. unit-test-backend-1-gpu-amd (linux-mi300-gpu-1, 0): 23 times
-      Last Success: Run #28893 (2025-09-24 13:35) by Xiaoze Fan: https://github.com/sgl-project/sglang/actions/runs/17978451434
-      Recent Failures:
-        - Run #28956 (2025-09-25 01:07) (PR #10495 by Lianmin Zheng): https://github.com/sgl-project/sglang/actions/runs/17993826732
-        - Run #28955 (2025-09-25 00:40) by Hubert Lu: https://github.com/sgl-project/sglang/actions/runs/17993426068
-        - Run #28953 (2025-09-25 00:24) (PR #10372 by BBuf): https://github.com/sgl-project/sglang/actions/runs/17993178855
-   6. unit-test-backend-1-gpu-amd (linux-mi300-gpu-1, 7): 18 times
-      Last Success: Run #28890 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435645
-      Recent Failures:
-        - Run #28956 (2025-09-25 01:07) (PR #10495 by Lianmin Zheng): https://github.com/sgl-project/sglang/actions/runs/17993826732
-        - Run #28955 (2025-09-25 00:40) by Hubert Lu: https://github.com/sgl-project/sglang/actions/runs/17993426068
-        - Run #28953 (2025-09-25 00:24) (PR #10372 by BBuf): https://github.com/sgl-project/sglang/actions/runs/17993178855
-   7. unit-test-backend-1-gpu-amd (linux-mi325-gpu-1, 3): 17 times
-      Last Success: Run #28893 (2025-09-24 13:35) by Xiaoze Fan: https://github.com/sgl-project/sglang/actions/runs/17978451434
-      Recent Failures:
-        - Run #28955 (2025-09-25 00:40) by Hubert Lu: https://github.com/sgl-project/sglang/actions/runs/17993426068
-        - Run #28953 (2025-09-25 00:24) (PR #10372 by BBuf): https://github.com/sgl-project/sglang/actions/runs/17993178855
-        - Run #28952 (2025-09-24 23:57) (PR #10372 by Xiaoyu Zhang): https://github.com/sgl-project/sglang/actions/runs/17992751764
-   8. build-test (all): 16 times
-      Last Success: Run #15748 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435618
-      Recent Failures:
-        - Run #15824 (2025-09-25 02:16) by Yuan Luo: https://github.com/sgl-project/sglang/actions/runs/17994892894
-        - Run #15814 (2025-09-25 00:53) by diwei sun: https://github.com/sgl-project/sglang/actions/runs/17993616261
-        - Run #15812 (2025-09-25 00:35) by Hubert Lu: https://github.com/sgl-project/sglang/actions/runs/17993338746
-   9. bench-test-2-gpu-amd (linux-mi300-gpu-2): 15 times
-      Last Success: Run #28893 (2025-09-24 13:35) by Xiaoze Fan: https://github.com/sgl-project/sglang/actions/runs/17978451434
-      Recent Failures:
-        - Run #28957 (2025-09-25 01:10) (PR #10883 by Lianmin Zheng): https://github.com/sgl-project/sglang/actions/runs/17993860400
-        - Run #28953 (2025-09-25 00:24) (PR #10372 by BBuf): https://github.com/sgl-project/sglang/actions/runs/17993178855
-        - Run #28952 (2025-09-24 23:57) (PR #10372 by Xiaoyu Zhang): https://github.com/sgl-project/sglang/actions/runs/17992751764
-  10. performance-test-1-gpu-part-2-amd (linux-mi300-gpu-1): 15 times
-      Last Success: Run #28890 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435645
-      Recent Failures:
-        - Run #28955 (2025-09-25 00:40) by Hubert Lu: https://github.com/sgl-project/sglang/actions/runs/17993426068
-        - Run #28953 (2025-09-25 00:24) (PR #10372 by BBuf): https://github.com/sgl-project/sglang/actions/runs/17993178855
-        - Run #28952 (2025-09-24 23:57) (PR #10372 by Xiaoyu Zhang): https://github.com/sgl-project/sglang/actions/runs/17992751764
-  11. accuracy-test-1-gpu-amd (linux-mi325-gpu-1): 15 times
-      Last Success: Run #28890 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435645
-      Recent Failures:
-        - Run #28955 (2025-09-25 00:40) by Hubert Lu: https://github.com/sgl-project/sglang/actions/runs/17993426068
-        - Run #28953 (2025-09-25 00:24) (PR #10372 by BBuf): https://github.com/sgl-project/sglang/actions/runs/17993178855
-        - Run #28952 (2025-09-24 23:57) (PR #10372 by Xiaoyu Zhang): https://github.com/sgl-project/sglang/actions/runs/17992751764
-  12. unit-test-backend-8-gpu-amd (linux-mi300-gpu-8): 15 times
-      Last Success: Run #28890 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435645
-      Recent Failures:
-        - Run #28953 (2025-09-25 00:24) (PR #10372 by BBuf): https://github.com/sgl-project/sglang/actions/runs/17993178855
-        - Run #28952 (2025-09-24 23:57) (PR #10372 by Xiaoyu Zhang): https://github.com/sgl-project/sglang/actions/runs/17992751764
-        - Run #28951 (2025-09-24 23:47) (PR #10881 by Chang Su): https://github.com/sgl-project/sglang/actions/runs/17992619816
-  13. unit-test-backend-1-gpu-amd (linux-mi300-gpu-1, 1): 14 times
-      Last Success: Run #28890 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435645
-      Recent Failures:
-        - Run #28955 (2025-09-25 00:40) by Hubert Lu: https://github.com/sgl-project/sglang/actions/runs/17993426068
-        - Run #28953 (2025-09-25 00:24) (PR #10372 by BBuf): https://github.com/sgl-project/sglang/actions/runs/17993178855
-        - Run #28952 (2025-09-24 23:57) (PR #10372 by Xiaoyu Zhang): https://github.com/sgl-project/sglang/actions/runs/17992751764
-  14. unit-test-backend-2-gpu-amd (linux-mi300-gpu-2): 14 times
-      Last Success: Run #28890 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435645
-      Recent Failures:
-        - Run #28953 (2025-09-25 00:24) (PR #10372 by BBuf): https://github.com/sgl-project/sglang/actions/runs/17993178855
-        - Run #28952 (2025-09-24 23:57) (PR #10372 by Xiaoyu Zhang): https://github.com/sgl-project/sglang/actions/runs/17992751764
-        - Run #28951 (2025-09-24 23:47) (PR #10881 by Chang Su): https://github.com/sgl-project/sglang/actions/runs/17992619816
-  15. performance-test-1-gpu-part-1-amd (linux-mi325-gpu-1): 13 times
-      Last Success: Run #28890 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435645
-      Recent Failures:
-        - Run #28955 (2025-09-25 00:40) by Hubert Lu: https://github.com/sgl-project/sglang/actions/runs/17993426068
-        - Run #28953 (2025-09-25 00:24) (PR #10372 by BBuf): https://github.com/sgl-project/sglang/actions/runs/17993178855
-        - Run #28952 (2025-09-24 23:57) (PR #10372 by Xiaoyu Zhang): https://github.com/sgl-project/sglang/actions/runs/17992751764
-  16. unit-test-backend-1-gpu-amd (linux-mi300-gpu-1, 2): 13 times
-      Last Success: Run #28890 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435645
-      Recent Failures:
-        - Run #28955 (2025-09-25 00:40) by Hubert Lu: https://github.com/sgl-project/sglang/actions/runs/17993426068
-        - Run #28953 (2025-09-25 00:24) (PR #10372 by BBuf): https://github.com/sgl-project/sglang/actions/runs/17993178855
-        - Run #28952 (2025-09-24 23:57) (PR #10372 by Xiaoyu Zhang): https://github.com/sgl-project/sglang/actions/runs/17992751764
-  17. unit-test-backend-1-gpu-amd (linux-mi300-gpu-1, 4): 13 times
-      Last Success: Run #28890 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435645
-      Recent Failures:
-        - Run #28955 (2025-09-25 00:40) by Hubert Lu: https://github.com/sgl-project/sglang/actions/runs/17993426068
-        - Run #28953 (2025-09-25 00:24) (PR #10372 by BBuf): https://github.com/sgl-project/sglang/actions/runs/17993178855
-        - Run #28952 (2025-09-24 23:57) (PR #10372 by Xiaoyu Zhang): https://github.com/sgl-project/sglang/actions/runs/17992751764
-  18. accuracy-test-2-gpu-amd (linux-mi325-gpu-2): 13 times
-      Last Success: Run #28890 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435645
-      Recent Failures:
-        - Run #28953 (2025-09-25 00:24) (PR #10372 by BBuf): https://github.com/sgl-project/sglang/actions/runs/17993178855
-        - Run #28952 (2025-09-24 23:57) (PR #10372 by Xiaoyu Zhang): https://github.com/sgl-project/sglang/actions/runs/17992751764
-        - Run #28951 (2025-09-24 23:47) (PR #10881 by Chang Su): https://github.com/sgl-project/sglang/actions/runs/17992619816
-  19. mla-test-1-gpu-amd (linux-mi325-gpu-1): 13 times
-      Last Success: Run #28890 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435645
-      Recent Failures:
-        - Run #28953 (2025-09-25 00:24) (PR #10372 by BBuf): https://github.com/sgl-project/sglang/actions/runs/17993178855
-        - Run #28952 (2025-09-24 23:57) (PR #10372 by Xiaoyu Zhang): https://github.com/sgl-project/sglang/actions/runs/17992751764
-        - Run #28951 (2025-09-24 23:47) (PR #10881 by Chang Su): https://github.com/sgl-project/sglang/actions/runs/17992619816
-  20. accuracy-test-2-gpu-amd (linux-mi300-gpu-2): 13 times
-      Last Success: Run #28890 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435645
-      Recent Failures:
-        - Run #28953 (2025-09-25 00:24) (PR #10372 by BBuf): https://github.com/sgl-project/sglang/actions/runs/17993178855
-        - Run #28952 (2025-09-24 23:57) (PR #10372 by Xiaoyu Zhang): https://github.com/sgl-project/sglang/actions/runs/17992751764
-        - Run #28951 (2025-09-24 23:47) (PR #10881 by Chang Su): https://github.com/sgl-project/sglang/actions/runs/17992619816
-  21. accuracy-test-1-gpu-amd (linux-mi300-gpu-1): 12 times
-      Last Success: Run #28890 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435645
-      Recent Failures:
-        - Run #28955 (2025-09-25 00:40) by Hubert Lu: https://github.com/sgl-project/sglang/actions/runs/17993426068
-        - Run #28953 (2025-09-25 00:24) (PR #10372 by BBuf): https://github.com/sgl-project/sglang/actions/runs/17993178855
-        - Run #28952 (2025-09-24 23:57) (PR #10372 by Xiaoyu Zhang): https://github.com/sgl-project/sglang/actions/runs/17992751764
-  22. performance-test-1-gpu-part-2-amd (linux-mi325-gpu-1): 12 times
-      Last Success: Run #28890 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435645
-      Recent Failures:
-        - Run #28955 (2025-09-25 00:40) by Hubert Lu: https://github.com/sgl-project/sglang/actions/runs/17993426068
-        - Run #28953 (2025-09-25 00:24) (PR #10372 by BBuf): https://github.com/sgl-project/sglang/actions/runs/17993178855
-        - Run #28952 (2025-09-24 23:57) (PR #10372 by Xiaoyu Zhang): https://github.com/sgl-project/sglang/actions/runs/17992751764
-  23. bench-test-2-gpu-amd (linux-mi325-gpu-2): 11 times
-      Last Success: Run #28890 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435645
-      Recent Failures:
-        - Run #28957 (2025-09-25 01:10) (PR #10883 by Lianmin Zheng): https://github.com/sgl-project/sglang/actions/runs/17993860400
-        - Run #28953 (2025-09-25 00:24) (PR #10372 by BBuf): https://github.com/sgl-project/sglang/actions/runs/17993178855
-        - Run #28952 (2025-09-24 23:57) (PR #10372 by Xiaoyu Zhang): https://github.com/sgl-project/sglang/actions/runs/17992751764
-  24. unit-test-sgl-kernel-amd (linux-mi325-gpu-1): 11 times
-      Last Success: Run #28891 (2025-09-24 12:44) by Yuan Luo: https://github.com/sgl-project/sglang/actions/runs/17977053408
-      Recent Failures:
-        - Run #28956 (2025-09-25 01:07) (PR #10495 by Lianmin Zheng): https://github.com/sgl-project/sglang/actions/runs/17993826732
-        - Run #28953 (2025-09-25 00:24) (PR #10372 by BBuf): https://github.com/sgl-project/sglang/actions/runs/17993178855
-        - Run #28952 (2025-09-24 23:57) (PR #10372 by Xiaoyu Zhang): https://github.com/sgl-project/sglang/actions/runs/17992751764
-  25. performance-test-1-gpu-part-1-amd (linux-mi300-gpu-1): 11 times
-      Last Success: Run #28890 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435645
-      Recent Failures:
-        - Run #28955 (2025-09-25 00:40) by Hubert Lu: https://github.com/sgl-project/sglang/actions/runs/17993426068
-        - Run #28953 (2025-09-25 00:24) (PR #10372 by BBuf): https://github.com/sgl-project/sglang/actions/runs/17993178855
-        - Run #28952 (2025-09-24 23:57) (PR #10372 by Xiaoyu Zhang): https://github.com/sgl-project/sglang/actions/runs/17992751764
-  26. unit-test-backend-1-gpu-amd (linux-mi300-gpu-1, 6): 11 times
-      Last Success: Run #28890 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435645
-      Recent Failures:
-        - Run #28955 (2025-09-25 00:40) by Hubert Lu: https://github.com/sgl-project/sglang/actions/runs/17993426068
-        - Run #28953 (2025-09-25 00:24) (PR #10372 by BBuf): https://github.com/sgl-project/sglang/actions/runs/17993178855
-        - Run #28952 (2025-09-24 23:57) (PR #10372 by Xiaoyu Zhang): https://github.com/sgl-project/sglang/actions/runs/17992751764
-  27. unit-test-backend-2-gpu-amd (linux-mi325-gpu-2): 11 times
-      Last Success: Run #28890 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435645
-      Recent Failures:
-        - Run #28953 (2025-09-25 00:24) (PR #10372 by BBuf): https://github.com/sgl-project/sglang/actions/runs/17993178855
-        - Run #28952 (2025-09-24 23:57) (PR #10372 by Xiaoyu Zhang): https://github.com/sgl-project/sglang/actions/runs/17992751764
-        - Run #28951 (2025-09-24 23:47) (PR #10881 by Chang Su): https://github.com/sgl-project/sglang/actions/runs/17992619816
-  28. unit-test-backend-1-gpu (9): 10 times
-      Last Success: Run #34533 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435636
-      Recent Failures:
-        - Run #34623 (2025-09-25 01:07) (PR #10495 by Lianmin Zheng): https://github.com/sgl-project/sglang/actions/runs/17993826751
-        - Run #34617 (2025-09-24 23:47) (PR #10881 by Chang Su): https://github.com/sgl-project/sglang/actions/runs/17992619818
-        - Run #34581 (2025-09-24 19:49) by Yineng Zhang: https://github.com/sgl-project/sglang/actions/runs/17987860976
-  29. unit-test-backend-1-gpu-amd (linux-mi325-gpu-1, 0): 10 times
-      Last Success: Run #28890 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435645
-      Recent Failures:
-        - Run #28955 (2025-09-25 00:40) by Hubert Lu: https://github.com/sgl-project/sglang/actions/runs/17993426068
-        - Run #28953 (2025-09-25 00:24) (PR #10372 by BBuf): https://github.com/sgl-project/sglang/actions/runs/17993178855
-        - Run #28952 (2025-09-24 23:57) (PR #10372 by Xiaoyu Zhang): https://github.com/sgl-project/sglang/actions/runs/17992751764
-  30. unit-test-backend-1-gpu-amd (linux-mi325-gpu-1, 1): 10 times
-      Last Success: Run #28891 (2025-09-24 12:44) by Yuan Luo: https://github.com/sgl-project/sglang/actions/runs/17977053408
-      Recent Failures:
-        - Run #28955 (2025-09-25 00:40) by Hubert Lu: https://github.com/sgl-project/sglang/actions/runs/17993426068
-        - Run #28952 (2025-09-24 23:57) (PR #10372 by Xiaoyu Zhang): https://github.com/sgl-project/sglang/actions/runs/17992751764
-        - Run #28951 (2025-09-24 23:47) (PR #10881 by Chang Su): https://github.com/sgl-project/sglang/actions/runs/17992619816
-  31. mla-test-1-gpu-amd (linux-mi300-gpu-1): 10 times
-      Last Success: Run #28890 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435645
-      Recent Failures:
-        - Run #28953 (2025-09-25 00:24) (PR #10372 by BBuf): https://github.com/sgl-project/sglang/actions/runs/17993178855
-        - Run #28952 (2025-09-24 23:57) (PR #10372 by Xiaoyu Zhang): https://github.com/sgl-project/sglang/actions/runs/17992751764
-        - Run #28951 (2025-09-24 23:47) (PR #10881 by Chang Su): https://github.com/sgl-project/sglang/actions/runs/17992619816
-  32. unit-test-backend-1-gpu (5): 9 times
-      Last Success: Run #34533 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435636
-      Recent Failures:
-        - Run #34624 (2025-09-25 01:10) (PR #10883 by Lianmin Zheng): https://github.com/sgl-project/sglang/actions/runs/17993860412
-        - Run #34617 (2025-09-24 23:47) (PR #10881 by Chang Su): https://github.com/sgl-project/sglang/actions/runs/17992619818
-        - Run #34560 (2025-09-24 17:01) by Hubert Lu: https://github.com/sgl-project/sglang/actions/runs/17983919007
-  33. unit-test-backend-1-gpu-amd (linux-mi325-gpu-1, 2): 9 times
-      Last Success: Run #28906 (2025-09-24 15:43) (PR #10372 by Xiaoyu Zhang): https://github.com/sgl-project/sglang/actions/runs/17982029749
-      Recent Failures:
-        - Run #28955 (2025-09-25 00:40) by Hubert Lu: https://github.com/sgl-project/sglang/actions/runs/17993426068
-        - Run #28952 (2025-09-24 23:57) (PR #10372 by Xiaoyu Zhang): https://github.com/sgl-project/sglang/actions/runs/17992751764
-        - Run #28951 (2025-09-24 23:47) (PR #10881 by Chang Su): https://github.com/sgl-project/sglang/actions/runs/17992619816
-  34. unit-test-sgl-kernel-amd (linux-mi300-gpu-1): 9 times
-      Last Success: Run #28890 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435645
-      Recent Failures:
-        - Run #28953 (2025-09-25 00:24) (PR #10372 by BBuf): https://github.com/sgl-project/sglang/actions/runs/17993178855
-        - Run #28952 (2025-09-24 23:57) (PR #10372 by Xiaoyu Zhang): https://github.com/sgl-project/sglang/actions/runs/17992751764
-        - Run #28951 (2025-09-24 23:47) (PR #10881 by Chang Su): https://github.com/sgl-project/sglang/actions/runs/17992619816
-  35. unit-test-backend-1-gpu-amd (linux-mi325-gpu-1, 4): 7 times
-      Last Success: Run #28890 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435645
-      Recent Failures:
-        - Run #28955 (2025-09-25 00:40) by Hubert Lu: https://github.com/sgl-project/sglang/actions/runs/17993426068
-        - Run #28953 (2025-09-25 00:24) (PR #10372 by BBuf): https://github.com/sgl-project/sglang/actions/runs/17993178855
-        - Run #28949 (2025-09-24 23:44) (PR #10372 by Xiaoyu Zhang): https://github.com/sgl-project/sglang/actions/runs/17992591372
-  36. unit-test-backend-1-gpu-amd (linux-mi325-gpu-1, 6): 7 times
-      Last Success: Run #28890 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435645
-      Recent Failures:
-        - Run #28950 (2025-09-24 23:45) (PR #1 by Xiaoyu Zhang): https://github.com/sgl-project/sglang/actions/runs/17992598523
-        - Run #28946 (2025-09-24 23:39) (PR #10881 by Chang Su): https://github.com/sgl-project/sglang/actions/runs/17992521547
-        - Run #28936 (2025-09-24 21:32) by xiafang: https://github.com/sgl-project/sglang/actions/runs/17990244192
-  37. vllm-dependency-test: 6 times
-      Last Success: Run #22949 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435651
-      Recent Failures:
-        - Run #23028 (2025-09-25 02:39) by xuyongfei.xyf: https://github.com/sgl-project/sglang/actions/runs/17995251178
-        - Run #23021 (2025-09-25 02:16) by Yuan Luo: https://github.com/sgl-project/sglang/actions/runs/17994892873
-        - Run #22993 (2025-09-24 21:32) by xiafang: https://github.com/sgl-project/sglang/actions/runs/17990244213
-  38. per-commit-4-ascend-npu: 6 times
-      Last Success: Run #10065 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435703
-      Recent Failures:
-        - Run #10138 (2025-09-25 02:17) by wangyi: https://github.com/sgl-project/sglang/actions/runs/17994908950
-        - Run #10137 (2025-09-25 02:16) by Yuan Luo: https://github.com/sgl-project/sglang/actions/runs/17994892896
-        - Run #10124 (2025-09-24 23:47) (PR #10881 by Chang Su): https://github.com/sgl-project/sglang/actions/runs/17992619819
-  39. unit-test-backend-2-gpu (0): 6 times
-      Last Success: Run #34533 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435636
-      Recent Failures:
-        - Run #34624 (2025-09-25 01:10) (PR #10883 by Lianmin Zheng): https://github.com/sgl-project/sglang/actions/runs/17993860412
-        - Run #34593 (2025-09-24 21:32) by xiafang: https://github.com/sgl-project/sglang/actions/runs/17990244227
-        - Run #34576 (2025-09-24 18:46) by eigen: https://github.com/sgl-project/sglang/actions/runs/17986403452
-  40. unit-test-backend-1-gpu (4): 6 times
-      Last Success: Run #34533 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435636
-      Recent Failures:
-        - Run #34623 (2025-09-25 01:07) (PR #10495 by Lianmin Zheng): https://github.com/sgl-project/sglang/actions/runs/17993826751
-        - Run #34609 (2025-09-24 23:25) (PR #10853 by Yineng Zhang): https://github.com/sgl-project/sglang/actions/runs/17992311361
-        - Run #34560 (2025-09-24 17:01) by Hubert Lu: https://github.com/sgl-project/sglang/actions/runs/17983919007
-  41. run-all-notebooks: 6 times
-      Last Success: Run #26939 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435610
-      Recent Failures:
-        - Run #26988 (2025-09-24 23:25) (PR #10853 by Yineng Zhang): https://github.com/sgl-project/sglang/actions/runs/17992311396
-        - Run #26982 (2025-09-24 21:32) by xiafang: https://github.com/sgl-project/sglang/actions/runs/17990244193
-        - Run #26973 (2025-09-24 18:46) by eigen: https://github.com/sgl-project/sglang/actions/runs/17986403458
-  42. per-commit-2-ascend-npu: 5 times
-      Last Success: Run #10065 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435703
-      Recent Failures:
-        - Run #10135 (2025-09-25 02:16) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17994888152
-        - Run #10109 (2025-09-24 21:32) by xiafang: https://github.com/sgl-project/sglang/actions/runs/17990244207
-        - Run #10085 (2025-09-24 16:42) by likesen: https://github.com/sgl-project/sglang/actions/runs/17983486537
-  43. unit-test-backend-8-gpu (0): 5 times
-      Last Success: Run #34533 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435636
-      Recent Failures:
-        - Run #34623 (2025-09-25 01:07) (PR #10495 by Lianmin Zheng): https://github.com/sgl-project/sglang/actions/runs/17993826751
-        - Run #34621 (2025-09-25 00:40) by Hubert Lu: https://github.com/sgl-project/sglang/actions/runs/17993426098
-        - Run #34619 (2025-09-25 00:24) (PR #10372 by BBuf): https://github.com/sgl-project/sglang/actions/runs/17993178853
-  44. pytest-rust: 5 times
-      Last Success: Run #1761 (2025-09-24 16:39) by Chang Su: https://github.com/sgl-project/sglang/actions/runs/17983415401
-      Recent Failures:
-        - Run #1770 (2025-09-24 21:02) by Simo Lin: https://github.com/sgl-project/sglang/actions/runs/17989538977
-        - Run #1769 (2025-09-24 20:54) by Simo Lin: https://github.com/sgl-project/sglang/actions/runs/17989380799
-        - Run #1767 (2025-09-24 20:36) by Ata Fatahi: https://github.com/sgl-project/sglang/actions/runs/17988964074
-  45. per-commit-16-ascend-a3: 4 times
-      Last Success: Run #10065 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435703
-      Recent Failures:
-        - Run #10138 (2025-09-25 02:17) by wangyi: https://github.com/sgl-project/sglang/actions/runs/17994908950
-        - Run #10135 (2025-09-25 02:16) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17994888152
-        - Run #10109 (2025-09-24 21:32) by xiafang: https://github.com/sgl-project/sglang/actions/runs/17990244207
-  46. unit-test-backend-1-gpu (7): 4 times
-      Last Success: Run #34533 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435636
-      Recent Failures:
-        - Run #34624 (2025-09-25 01:10) (PR #10883 by Lianmin Zheng): https://github.com/sgl-project/sglang/actions/runs/17993860412
-        - Run #34573 (2025-09-24 18:45) by Tejesh Anand: https://github.com/sgl-project/sglang/actions/runs/17986382981
-        - Run #34565 (2025-09-24 17:35) by YAMY: https://github.com/sgl-project/sglang/actions/runs/17984740528
-  47. unit-test-backend-2-gpu (1): 4 times
-      Last Success: Run #34533 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435636
-      Recent Failures:
-        - Run #34593 (2025-09-24 21:32) by xiafang: https://github.com/sgl-project/sglang/actions/runs/17990244227
-        - Run #34576 (2025-09-24 18:46) by eigen: https://github.com/sgl-project/sglang/actions/runs/17986403452
-        - Run #34565 (2025-09-24 17:35) by YAMY: https://github.com/sgl-project/sglang/actions/runs/17984740528
-  48. per-commit-1-ascend-npu: 3 times
-      Last Success: Run #10065 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435703
-      Recent Failures:
-        - Run #10138 (2025-09-25 02:17) by wangyi: https://github.com/sgl-project/sglang/actions/runs/17994908950
-        - Run #10109 (2025-09-24 21:32) by xiafang: https://github.com/sgl-project/sglang/actions/runs/17990244207
-        - Run #10085 (2025-09-24 16:42) by likesen: https://github.com/sgl-project/sglang/actions/runs/17983486537
-  49. unit-test-backend-1-gpu (1): 3 times
-      Last Success: Run #34533 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435636
-      Recent Failures:
-        - Run #34623 (2025-09-25 01:07) (PR #10495 by Lianmin Zheng): https://github.com/sgl-project/sglang/actions/runs/17993826751
-        - Run #34554 (2025-09-24 16:29) by Yuan Luo: https://github.com/sgl-project/sglang/actions/runs/17983177051
-        - Run #34548 (2025-09-24 15:38) by gholmes829: https://github.com/sgl-project/sglang/actions/runs/17981905143
-  50. unit-test-backend-1-gpu (8): 3 times
-      Last Success: Run #34533 (2025-09-24 12:20) by Yuhong Guo: https://github.com/sgl-project/sglang/actions/runs/17976435636
-      Recent Failures:
-        - Run #34617 (2025-09-24 23:47) (PR #10881 by Chang Su): https://github.com/sgl-project/sglang/actions/runs/17992619818
-        - Run #34581 (2025-09-24 19:49) by Yineng Zhang: https://github.com/sgl-project/sglang/actions/runs/17987860976
-        - Run #34554 (2025-09-24 16:29) by Yuan Luo: https://github.com/sgl-project/sglang/actions/runs/17983177051
-Failure Pattern Analysis:
-  GPU Related Failure: 223 times
-  Unit Test Failure: 190 times
-  Accuracy Test Failure: 84 times
-  Performance Test Failure: 54 times
-  Other: 34 times
-  Dependency Installation Failure: 19 times
-  Build Failure: 15 times
-```
-### Performance Analyzer Example
-```
-============================================================
-SGLang Performance Analysis Report
-============================================================
-Getting recent 100 PR Test runs...
-Got 100 PR test runs...
-Collecting performance data from CI runs...
-Processing run 34882 (2025-09-26 03:16)...
-  Found performance-test-1-gpu-part-1 job (success)
-  Found performance-test-1-gpu-part-2 job (success)
-  Found performance-test-2-gpu job (success)
-Processing run 34881 (2025-09-26 02:45)...
-  Found performance-test-1-gpu-part-1 job (success)
-  Found performance-test-1-gpu-part-2 job (success)
-...
-Performance data collection completed!
-Generating performance tables to directory: performance_tables
-  Generated table: performance_tables/performance-test-1-gpu-part-1_summary/test_bs1_default.csv
-  Generated chart: performance_tables/performance-test-1-gpu-part-1_summary/test_bs1_default_output_throughput_token_s.png
-  Generated table: performance_tables/performance-test-1-gpu-part-1_summary/test_online_latency_default.csv
-  Generated chart: performance_tables/performance-test-1-gpu-part-1_summary/test_online_latency_default_median_e2e_latency_ms.png
-  ...
-Performance tables and charts generation completed!
-============================================================
-Performance Analysis Summary
-============================================================
-Total PR Test runs processed: 100
-Total performance tests found: 15
-Total performance records collected: 1,247
-Performance test breakdown:
-  performance-test-1-gpu-part-1: 7 tests, 423 records
-  performance-test-1-gpu-part-2: 5 tests, 387 records
-  performance-test-2-gpu: 6 tests, 437 records
-Generated files:
-  CSV tables: 18 files
-  PNG charts: 18 files
-  Output directory: performance_tables/
-Analysis completed successfully!
-```
-## CI Job Categories
-The tool automatically categorizes CI jobs into:
- **sgl-kernel**: Kernel-related tests (build, unit tests, MLA tests)
- **unit-test**: Unit tests (frontend, backend with different GPU counts)
- **performance**: Performance tests (latency, throughput benchmarks)
- **accuracy**: Accuracy tests (model evaluation)
- **deepep**: DeepEP-related tests
- **b200**: B200 hardware-specific tests
-## Failure Patterns
-The tool recognizes these failure patterns:
- **Timeout**: Step execution timeout
- **Unit Test Failure**: Unit test execution failures
- **Performance Test Failure**: Performance benchmark failures
- **Accuracy Test Failure**: Model accuracy evaluation failures
- **Build Failure**: Compilation/build process failures
- **Dependency Installation Failure**: Package installation issues
- **GPU Related Failure**: GPU-specific test failures
- **Other**: Unclassified failures
-## Troubleshooting
-### Common Issues
-1. **404 Error**:
-   - Ensure the repository name is correct (`sgl-project/sglang`)
-   - **Most common cause**: Missing `repo` or `workflow` permissions in your GitHub token
-   - Go to [GitHub Settings > Personal Access Tokens](https://github.com/settings/tokens) and regenerate with correct permissions
-2. **403 Error**: Check that your GitHub token has the correct permissions (`repo` and `workflow`)
-3. **Rate Limiting**: The tool includes built-in delays to avoid API rate limits
-4. **Network Issues**: Ensure stable internet connection
-### Debug Mode
-For detailed API call information, you can modify the code to include logging:
-```python
-import logging
-logging.basicConfig(level=logging.DEBUG)
-```
-## Automated Monitoring
-Both CI and Performance analyzers are available as a GitHub Actions workflow that runs automatically every 6 hours. The workflow:
-### CI Analysis
- Analyzes the last 1000 CI runs (configurable)
- Generates detailed failure reports
- Uploads analysis results as JSON artifacts
-### Performance Analysis
- Analyzes the last 1000 PR Test runs (configurable)
- Generates performance trend data and charts
- Uploads CSV tables and PNG charts as artifacts
-### Workflow Configuration
-The workflow is located at `.github/workflows/ci-monitor.yml` and uses the `GH_PAT_FOR_NIGHTLY_CI` secret for GitHub API access.
-### Manual Trigger
-You can manually trigger the workflow from the GitHub Actions tab with custom parameters:
- `limit`: Number of CI runs to analyze (default: 1000)
-### Artifacts Generated
-The workflow generates and uploads the following artifacts:
- **CI Analysis**: JSON files with failure analysis data
- **Performance Analysis**:
-  - CSV files with performance metrics organized by test type
-  - PNG charts showing performance trends over time
-  - Directory structure: `performance_tables_{timestamp}/`
-## License
-This tool follows the same license as the SGLang project.
--- a/scripts/ci_monitor/ci_analyzer.py
+++ b/scripts/ci_monitor/ci_analyzer.py
@@ -67,15 +67,14 @@ class SGLangCIAnalyzer:
        return all_runs[:limit]
    def analyze_ci_failures(self, runs: List[Dict]) -> Dict:
-        """Analyze CI failure patterns"""
+        """Analyze CI failure patterns (CUDA jobs only)"""
-        print("Analyzing CI failure data...")
+        print("Analyzing CI failure data (CUDA only)...")
-        # SGLang specific job categories
+        # SGLang specific job categories (CUDA only)
        job_categories = {
-            "sgl-kernel": [
+            "build": [
+                "build-test",
                "sgl-kernel-build-wheels",
-                "sgl-kernel-unit-test",
-                "sgl-kernel-mla-test",
            ],
            "unit-test": [
                "unit-test-frontend",
@@ -87,11 +86,35 @@ class SGLangCIAnalyzer:
            "performance": [
                "performance-test-1-gpu-part-1",
                "performance-test-1-gpu-part-2",
+                "performance-test-1-gpu-part-3",
                "performance-test-2-gpu",
            ],
-            "accuracy": ["accuracy-test-1-gpu", "accuracy-test-2-gpu"],
+            "accuracy": [
-            "deepep": ["unit-test-deepep-4-gpu", "unit-test-deepep-8-gpu"],
+                "accuracy-test-1-gpu",
-            "b200": ["unit-test-backend-4-gpu-b200"],
+                "accuracy-test-2-gpu",
+            ],
+            "mla-test": [
+                "sgl-kernel-mla-test",
+            ],
+            "deepep": [
+                "unit-test-deepep-4-gpu",
+                "unit-test-deepep-8-gpu",
+            ],
+            "per-commit": [
+                "per-commit-8-gpu-h20",
+            ],
+            "nightly": [
+                "nightly-test-perf-text-models",
+                "nightly-test-eval-text-models",
+            ],
+            "integration": [
+                "run-all-notebooks",
+                "vllm-dependency-test",
+                "test-disaggregation",
+            ],
+            "b200": [
+                "unit-test-backend-4-gpu-b200",
+            ],
        }
        stats = {
@@ -141,13 +164,26 @@ class SGLangCIAnalyzer:
                job_name = job.get("name", "Unknown")
                job_conclusion = job.get("conclusion", "unknown")
-                # Filter out non-specific CI jobs
+                # Filter out non-specific CI jobs and non-CUDA jobs
-                if job_name not in [
+                # Skip meta jobs and AMD/NPU related jobs
+                if (
+                    job_name
+                    not in [
                        "check-changes",
                        "pr-test-finish",
                        "pr-test-h20-finish",
+                        "pr-test-amd-finish",
+                        "pr-test-b200-finish",
                        "lint",
-                ]:
+                        "Set up job",
+                    ]
+                    and "-amd" not in job_name.lower()
+                    and "mi300" not in job_name.lower()
+                    and "mi325" not in job_name.lower()
+                    and "gfx" not in job_name.lower()
+                    and "-npu" not in job_name.lower()
+                    and "ascend" not in job_name.lower()
+                ):
                    # Record successful jobs (update last success)
                    if job_conclusion == "success":
                        stats["job_last_success"][job_name] = {
@@ -158,7 +194,7 @@ class SGLangCIAnalyzer:
                        }
                    # Record failed jobs
-                    elif job_conclusion == "failure" and run_status == "failure":
+                    elif job_conclusion == "failure":
                        stats["job_failures"][job_name] += 1
                        # Store failure link (keep only last 3 for each job)
@@ -216,7 +252,7 @@ class SGLangCIAnalyzer:
        return pr_info
    def _analyze_failure_pattern(self, job: Dict, stats: Dict):
-        """Analyze failure patterns"""
+        """Analyze failure patterns (CUDA jobs only)"""
        job_name = job.get("name", "")
        steps = job.get("steps", [])
@@ -224,19 +260,33 @@ class SGLangCIAnalyzer:
            if step.get("conclusion") == "failure":
                step_name = step.get("name", "")
-                # SGLang specific failure pattern recognition
+                # SGLang specific failure pattern recognition (CUDA only)
                if "timeout" in step_name.lower():
                    stats["failure_patterns"]["Timeout"] += 1
-                elif "test" in step_name.lower() and "unit" in job_name.lower():
+                elif "build" in step_name.lower() or "build" in job_name.lower():
+                    stats["failure_patterns"]["Build Failure"] += 1
+                elif "install" in step_name.lower() or "dependency" in job_name.lower():
+                    stats["failure_patterns"]["Dependency Installation Failure"] += 1
+                elif "unit" in job_name.lower() or "unit-test" in job_name.lower():
                    stats["failure_patterns"]["Unit Test Failure"] += 1
-                elif "performance" in job_name.lower():
+                elif "performance" in job_name.lower() or "perf" in job_name.lower():
                    stats["failure_patterns"]["Performance Test Failure"] += 1
                elif "accuracy" in job_name.lower():
                    stats["failure_patterns"]["Accuracy Test Failure"] += 1
-                elif "build" in step_name.lower():
+                elif "mla" in job_name.lower():
-                    stats["failure_patterns"]["Build Failure"] += 1
+                    stats["failure_patterns"]["MLA Test Failure"] += 1
-                elif "install" in step_name.lower():
+                elif "deepep" in job_name.lower():
-                    stats["failure_patterns"]["Dependency Installation Failure"] += 1
+                    stats["failure_patterns"]["DeepEP Test Failure"] += 1
+                elif "nightly" in job_name.lower():
+                    stats["failure_patterns"]["Nightly Test Failure"] += 1
+                elif "notebook" in job_name.lower():
+                    stats["failure_patterns"]["Notebook Test Failure"] += 1
+                elif "disaggregation" in job_name.lower():
+                    stats["failure_patterns"]["Disaggregation Test Failure"] += 1
+                elif "h20" in job_name.lower() or "h200" in job_name.lower():
+                    stats["failure_patterns"]["H20/H200 GPU Failure"] += 1
+                elif "b200" in job_name.lower():
+                    stats["failure_patterns"]["B200 GPU Failure"] += 1
                elif "gpu" in job_name.lower():
                    stats["failure_patterns"]["GPU Related Failure"] += 1
                else:
@@ -245,7 +295,7 @@ class SGLangCIAnalyzer:
    def generate_report(self, stats: Dict):
        """Generate CI analysis report"""
        print("\n" + "=" * 60)
-        print("SGLang CI Analysis Report")
+        print("SGLang CI Analysis Report (CUDA Only)")
        print("=" * 60)
        # Overall statistics