[diffusion] profiling: include per-denoising-step timings in perf-dump-path (#15397)

python/sglang/multimodal_gen/runtime/entrypoints/cli/generate.py

@@ -71,6 +71,7 @@ def maybe_dump_performance(args: argparse.Namespace, server_args, prompt: str, r
 
     timings = RequestTimings(request_id=timings_dict.get("request_id"))
     timings.stages = timings_dict.get("stages", {})
+    timings.steps = timings_dict.get("steps", [])
     timings.total_duration_ms = timings_dict.get("total_duration_ms", 0)
 
     PerformanceLogger.dump_benchmark_report(

python/sglang/multimodal_gen/runtime/utils/perf_logger.py

@@ -207,6 +207,12 @@ class PerformanceLogger:
             for name, duration_ms in timings.stages.items()
         ]
 
+        denoise_steps_ms = list(timings.steps)
+        denoise_steps = [
+            {"index": idx, "duration_ms": duration_ms}
+            for idx, duration_ms in enumerate(denoise_steps_ms)
+        ]
+
         report = {
             "timestamp": datetime.now(UTC).isoformat(),
             "request_id": timings.request_id,
@@ -214,6 +220,8 @@ class PerformanceLogger:
             "tag": tag,
             "total_duration_ms": timings.total_duration_ms,
             "steps": formatted_steps,
+            "denoise_steps_ms": denoise_steps_ms,
+            "denoise_steps": denoise_steps,
             "meta": meta or {},
         }