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[FEAT][benchmarking]: develop automated performance profiling suite #19

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@Flink-ddd

Create automation scripts in the benchmarks/ and scripts/ directories to automatically measure and log end-to-end metrics, including Tokens/sec, TFLOPS, and peak VRAM consumption across different GPU targets.

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  1. added
    component: testingAdd test cases and benchmark-related tasks
    type: performancePerformance optimization tasks aimed at increasing throughput and reducing latency etc.
    on May 31, 2026
  2. self-assigned this
    on Jun 1, 2026
  3. added 3 commits that reference this issue on Jun 2, 2026
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    f83a223
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component: testingAdd test cases and benchmark-related taskstype: performancePerformance optimization tasks aimed at increasing throughput and reducing latency etc.

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