feat: Update ROCm benchmark result paths, improve cluster node discovery and cache clearing, and refine cluster benchmark result directory.

Dockerfile

@@ -129,6 +129,7 @@ COPY scripts/start_vllm.py /opt/start-vllm
 COPY scripts/start_vllm_cluster.py /opt/start-vllm-cluster
 COPY scripts/cluster_manager.py /opt/cluster_manager.py
 COPY scripts/models.py /opt/models.py
+
 COPY benchmarks/max_context_results.json /opt/max_context_results.json
 COPY benchmarks/run_vllm_bench.py /opt/run_vllm_bench.py
 COPY benchmarks/vllm_cluster_bench.py /opt/vllm_cluster_bench.py

benchmarks/run_vllm_bench.py

@@ -181,7 +181,7 @@ def print_summary(tps):
             
             # ROCm
             try:
-                p2 = Path("benchmark_results_rocm_attn/benchmark_results") / f"{msafe}_tp{tp}_throughput.json"
+                p2 = Path("benchmark_results_rocm") / f"{msafe}_tp{tp}_throughput.json"
                 d2 = json.loads(p2.read_text())
                 val2 = f"{d2.get('tokens_per_second', 0):.1f}"
             except: val2 = "N/A"
@@ -210,7 +210,7 @@ if __name__ == "__main__":
             run_throughput(m, tp, "Default", RESULTS_DIR)
             
             # 2. ROCm Attention
-            run_throughput(m, tp, "ROCm-Attn", "benchmark_results_rocm_attn/benchmark_results", {
+            run_throughput(m, tp, "ROCm-Attn", "benchmark_results_rocm", {
                 "VLLM_V1_USE_PREFILL_DECODE_ATTENTION": "1",
                 "VLLM_USE_TRITON_FLASH_ATTN": "0"
             })

benchmarks/vllm_cluster_bench.py

@@ -16,7 +16,7 @@ OFF_NUM_PROMPTS      = 200
 OFF_FORCED_OUTPUT    = "512"
 DEFAULT_BATCH_TOKENS = "8192"
 
-RESULTS_DIR = Path("cluster_benchmark_results")
+RESULTS_DIR = Path("benchmark_results")
 RESULTS_DIR.mkdir(exist_ok=True)
 
 # Reuse the model table from the main benchmark script
@@ -93,7 +93,8 @@ def get_local_ip(iface):
     return cluster_manager.get_local_ip(iface)
 
 def nuke_vllm_cache():
-    cluster_manager.nuke_vllm_cache_cluster()
+    # We use explicit IPs because ray status might return Hex IDs which we can't SSH to.
+    cluster_manager.nuke_vllm_cache_cluster(nodes=[HEAD_IP, WORKER_IP])
 
 
 def get_dataset():
@@ -223,7 +224,7 @@ def run_cluster_throughput(model):
     run_bench_set(
         model,
         "ROCm-Attn",
-        "benchmark_results_rocm_attn/benchmark_results",
+        "benchmark_results_rocm",
         extra_env={
             "VLLM_V1_USE_PREFILL_DECODE_ATTENTION": "1",
             "VLLM_USE_TRITON_FLASH_ATTN": "0"
@@ -247,7 +248,7 @@ def print_summary():
         
         # ROCm
         try:
-            p2 = Path("benchmark_results_rocm_attn/benchmark_results") / f"{msafe}_cluster_tp{CLUSTER_TP}_throughput.json"
+            p2 = Path("benchmark_results_rocm") / f"{msafe}_cluster_tp{CLUSTER_TP}_throughput.json"
             d2 = json.loads(p2.read_text())
             val2 = f"{d2.get('tokens_per_second', 0):.1f}"
         except: val2 = "N/A"

docs/parse_results.py

@@ -10,7 +10,7 @@ from pathlib import Path
 SCRIPT_DIR = Path(__file__).parent.resolve()
 BENCHMARK_SOURCES = {
     "Triton": SCRIPT_DIR.parent / "benchmarks" / "benchmark_results",
-    "ROCm": SCRIPT_DIR.parent / "benchmarks" / "benchmark_results_rocm_attn" / "benchmark_results"
+    "ROCm": SCRIPT_DIR.parent / "benchmarks" / "benchmark_results_rocm"
 }
 OUTPUT_FILE = SCRIPT_DIR / "results.json"
 

scripts/cluster_manager.py

@@ -126,9 +126,12 @@ def get_ray_nodes():
                 in_active_section = False
             
             if in_active_section:
-                match = re.search(r"node_(\d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,3})", line)
+                # Match "1 node_<ID_OR_IP>"
+                # We relax regex to accept hex IDs or IPs
+                match = re.search(r"node_([a-zA-Z0-9\.\-_]+)", line)
                 if match:
                     nodes.append(match.group(1))
+
                 
         return nodes
     except:
@@ -179,15 +182,19 @@ def nuke_vllm_cache_on_node(ip, is_local=False):
     except Exception as e:
         print(f" Failed ({e}).")
 
-def nuke_vllm_cache_cluster():
+def nuke_vllm_cache_cluster(nodes=None):
-    """Clears vLLM cache on ALL cluster nodes."""
+    """
-    nodes = get_ray_nodes()
+    Clears vLLM cache on cluster nodes.
-    # Assuming we are running on Head, which is one of the nodes.
+    If 'nodes' (list of IPs) is provided, uses those.
-    # We need to detect which IP is "local"
+    Otherwise attempts to discover from ray status (which may fail if status shows Hex IDs and not IPs).
-    # Or just run 'ray stop' first? 
+    """
-    # The requirement is often to clear cache BEFORE start or between runs.
+    if nodes is None:
-    # If ray is down, 'get_ray_nodes' returns empty. 
+        nodes = get_ray_nodes()
-    # So this is best used when cluster is UP.
+    
+    # Check if nodes look like IPs before trying SSH
+    # If we only have Hex IDs, we can't SSH unless we map them.
+    # For now, we filter for things that look like IPs if we are relying on discovery
+    # But if user passed explicit list, we assume they are IPs.
     
     rdma_iface = get_net_iface()
     local_ip = get_local_ip(rdma_iface)
@@ -197,8 +204,22 @@ def nuke_vllm_cache_cluster():
         nuke_vllm_cache_on_node(local_ip, is_local=True)
         return
 
+    import re
+    ip_pattern = re.compile(r"^\d{1,3}\.\d{1,3}\.\d{1,3}\.\d{1,3}$")
+
     for node_ip in nodes:
+        # If discovered node is NOT an IP (e.g. Hex ID), we warn and skip remote nuke
+        # unless it is '127.0.0.1' or we can determine it is local.
+        
+        is_ip = ip_pattern.match(node_ip) or node_ip == "localhost"
+        
+        if not is_ip:
+            # Maybe it's a Hex ID. We can't SSH to a Hex ID.
+            print(f"Skipping cache clear on '{node_ip}' (Not an IP address).")
+            continue
+            
         is_local = (node_ip == local_ip) or (node_ip == "127.0.0.1")
         nuke_vllm_cache_on_node(node_ip, is_local)
 
     time.sleep(2)
+