Update run_eval.py

run_eval.py

@@ -147,7 +147,7 @@ for cfg in CONFIGS:
         "model_id": adapter_repo,
         "adapter_type": adapter_type,
         "trainable_params": cfg.get("trainable_params"),
-        "peak_gpu_mem_mb": torch.cuda.max_memory_allocated(device) // 1024**2 if torch.cuda.is_available() else None,
+        "peak_gpu_mem_mb": torch.cuda.max_memory_allocated() // 1024**2 if torch.cuda.is_available() else None,
         "run_date": datetime.datetime.utcnow().isoformat(timespec="seconds"),
         "commit_sha": subprocess.check_output(["git", "rev-parse", "HEAD"]).strip().decode(),
     }