{ "metadata": { "version": "0.4.29", "engine": "vllm", "model": "GLM-5.3-Flash-EXL3-4bpw", "server": "127.0.0.1:8013", "timestamp": "2026-08-27T14:17:58.509027", "decode_mode": "duration", "primary_decode_layer": "sustained_decode", "duration_per_test": 10.0, "request_count": 0, "warmup_request_count": 0, "run_burst": false, "prefill_mode": "skipped", "standalone_prefill": false, "prefill_only": false, "skip_prefill": true, "burst_e2e_status": "not_run_use_--run-burst", "burst_request_count": 0, "burst_warmup_request_count": 0, "burst_requests_per_concurrency": 5, "decode_warmup_seconds": 3.0, "decode_warmup_context": 32768, "decode_warmup_concurrency": 1, "cell_warmup_timeout_seconds": 0.0, "cell_warmup_timeout_policy": "<=32k:60s,64k:120s,>=128k:180s when override is 0", "show_capacity_limited_values": false, "max_tokens": 4096, "temperature": null, "ignore_eos": true, "max_total_tokens": 601344, "dcp_size": 2, "metrics_available": true, "metrics_warning": "", "concurrency_levels": [ 1 ], "context_lengths": [ 0, 16384, 32768 ], "startup_diagnostics_available": true, "nvidia_p2p_override_effective": true, "p2pmark_status": "not_run", "amd_fabric_status": "not_run" }, "startup_diagnostics": { "version": "0.4.29", "server_url": "http://127.0.0.1:8013", "hostname": "pop-os", "uname": "Linux pop-os 6.18.7-76061807-generic #202601231045~1769703228~24.04~cb87b5b SMP PREEMPT_DYNAMIC Thu J x86_64 x86_64 x86_64 GNU/Linux", "env": {}, "args": { "concurrency": "1", "contexts": "0,16k,32k", "max_tokens": 4096, "duration": 10.0, "request_count": 0, "run_burst": false, "standalone_prefill": false, "prefill_only": false, "skip_prefill": true, "prefill_contexts": "8k,64k,128k", "prefill_metric": "client", "dcp_size": 2, "kv_budget": 0 }, "nvidia_p2p_override": { "effective": true, "configured": true, "params_path": "/proc/driver/nvidia/params", "params_available": true, "modprobe_path": "/etc/modprobe.d/nvidia-p2p-override.conf", "modprobe_available": true, "runtime": { "ForceP2P": "0x11", "RMForceP2PType": "1", "RMPcieP2PType": "2", "GrdmaPciTopoCheckOverride": "1", "EnableResizableBar": "1", "DmaRemapPeerMmio": "1" }, "expected": { "ForceP2P": "0x11", "RMForceP2PType": "1", "RMPcieP2PType": "2", "GrdmaPciTopoCheckOverride": "1", "EnableResizableBar": "1" }, "missing": [], "mismatched": {}, "registry_dwords": "ForceP2P=0x11;RMForceP2PType=1;RMPcieP2PType=2;GrdmaPciTopoCheckOverride=1;EnableResizableBar=1", "suggested_modprobe_line": "options nvidia NVreg_RegistryDwords=\"ForceP2P=0x11;RMForceP2PType=1;RMPcieP2PType=2;GrdmaPciTopoCheckOverride=1;EnableResizableBar=1\"", "suggested_reload": "stop GPU workloads, then reload NVIDIA modules or reboot; the modprobe file alone is not enough until the nvidia module is reloaded" }, "p2pmark": { "status": "not_run" }, "amd_fabric": { "status": "not_run" }, "nvidia_smi_query": { "cmd": [ "nvidia-smi", "--query-gpu=index,name,driver_version,pci.bus_id,pcie.link.gen.current,pcie.link.width.current,power.limit", "--format=csv,noheader,nounits" ], "returncode": 0, "stdout": "0, NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, 610.57.04, 00000000:01:00.0, 5, 16, 300.00\n1, NVIDIA RTX PRO 6000 Blackwell Workstation Edition, 610.57.04, 00000000:21:00.0, 5, 16, 300.00\n2, NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition, 610.57.04, 00000000:81:00.0, 1, 16, 300.00\n3, NVIDIA RTX PRO 6000 Blackwell Workstation Edition, 610.57.04, 00000000:C1:00.0, 2, 16, 275.00", "stderr": "" }, "nvidia_smi_topo": { "cmd": [ "nvidia-smi", "topo", "-m" ], "returncode": 0, "stdout": "\u001b[4mGPU0\tGPU1\tGPU2\tGPU3\tCPU Affinity\tNUMA Affinity\tGPU NUMA ID\u001b[0m\nGPU0\t X \tNODE\tNODE\tNODE\t0-47\t0\t\tN/A\nGPU1\tNODE\t X \tNODE\tNODE\t0-47\t0\t\tN/A\nGPU2\tNODE\tNODE\t X \tNODE\t0-47\t0\t\tN/A\nGPU3\tNODE\tNODE\tNODE\t X \t0-47\t0\t\tN/A\n\nLegend:\n\n X = Self\n SYS = Connection traversing PCIe as well as the SMP interconnect between NUMA nodes (e.g., QPI/UPI)\n NODE = Connection traversing PCIe as well as the interconnect between PCIe Host Bridges within a NUMA node\n PHB = Connection traversing PCIe as well as a PCIe Host Bridge (typically the CPU)\n PXB = Connection traversing multiple PCIe bridges (without traversing the PCIe Host Bridge)\n PIX = Connection traversing at most a single PCIe bridge\n NV# = Connection traversing a bonded set of # NVLinks", "stderr": "" } }, "nvidia_p2p_override": { "effective": true, "configured": true, "params_path": "/proc/driver/nvidia/params", "params_available": true, "modprobe_path": "/etc/modprobe.d/nvidia-p2p-override.conf", "modprobe_available": true, "runtime": { "ForceP2P": "0x11", "RMForceP2PType": "1", "RMPcieP2PType": "2", "GrdmaPciTopoCheckOverride": "1", "EnableResizableBar": "1", "DmaRemapPeerMmio": "1" }, "expected": { "ForceP2P": "0x11", "RMForceP2PType": "1", "RMPcieP2PType": "2", "GrdmaPciTopoCheckOverride": "1", "EnableResizableBar": "1" }, "missing": [], "mismatched": {}, "registry_dwords": "ForceP2P=0x11;RMForceP2PType=1;RMPcieP2PType=2;GrdmaPciTopoCheckOverride=1;EnableResizableBar=1", "suggested_modprobe_line": "options nvidia NVreg_RegistryDwords=\"ForceP2P=0x11;RMForceP2PType=1;RMPcieP2PType=2;GrdmaPciTopoCheckOverride=1;EnableResizableBar=1\"", "suggested_reload": "stop GPU workloads, then reload NVIDIA modules or reboot; the modprobe file alone is not enough until the nvidia module is reloaded" }, "p2pmark": { "status": "not_run" }, "amd_fabric": { "status": "not_run" }, "hardware_run_summary": {}, "event_log": [ "14:15:58 benchmark start engine=vllm", "14:15:58 startup server=http://127.0.0.1:8013 model=GLM-5.3-Flash-EXL3-4bpw", "14:15:58 startup decode concurrency=1 contexts=0,16k,32k", "14:15:58 startup NVIDIA P2P override: enabled: runtime NVIDIA P2P override matches expected RegistryDwords", "14:15:58 startup engine vLLM 0.1.dev20111+g7f1e92bec.d20260827 models=['GLM-5.3-Flash-EXL3-4bpw']", "14:15:58 startup KV cache budget from vLLM metrics: 601,344 tokens (87 blocks x 3456; local 300,672 \u00d7 CP 2; CP source: argument)", "14:15:58 startup model context length: 131,072 tokens", "14:15:58 startup prefill tests: skipped", "14:15:58 startup calibrating padding text run=jndwypvdxuxn up_to=32k", "14:15:58 startup token targeting: estimate from 8k", "14:15:58 startup calibrated: 6.18 chars/token (cached, source=8k)", "14:15:58 startup context 16k: 101,202 chars (~16,383 tokens)", "14:15:58 startup context 32k: 202,404 chars (~32,767 tokens)", "14:15:58 startup startup preparation done", "14:15:58 startup hardware monitor disabled", "14:15:58 decode warmup start", "14:15:59 decode warmup start C=1 ctx=32k 3s", "14:15:59 cell start C=1 ctx=32k", "14:16:30 ready C=1 ctx=32k running_reqs=1/1, queue_reqs=0, active_streams=1/1, stable=3.0s", "14:16:33 cell done C=1 ctx=32k 138.8 tok/s", "14:16:33 decode warmup done C=1 ctx=32k", "14:16:35 cell start C=1 ctx=0", "14:16:40 ready C=1 ctx=0 running_reqs=1/1, queue_reqs=0, active_streams=1/1, stable=3.0s", "14:16:50 cell done C=1 ctx=0 121.4 tok/s", "14:16:52 cell start C=1 ctx=16k", "14:17:12 ready C=1 ctx=16k running_reqs=1/1, queue_reqs=0, active_streams=1/1, stable=3.0s", "14:17:22 cell done C=1 ctx=16k 120.8 tok/s", "14:17:24 cell start C=1 ctx=32k", "14:17:46 ready C=1 ctx=32k running_reqs=1/1, queue_reqs=0, active_streams=1/1, stable=3.0s", "14:17:56 cell done C=1 ctx=32k 109.5 tok/s" ], "prefill": {}, "results": [ { "concurrency": 1, "context_tokens": 0, "benchmark_mode": "duration", "request_count_target": 0, "warmup_request_count": 0, "measurement_seconds": 9.980063, "measurement_wall_seconds": 10.000236, "client_output_tokens": 1212, "server_output_tokens": 1214, "aggregate_source": "openai_continuous_usage", "aggregate_tps": 121.44212273062575, "per_request_avg_tps": 121.44212273062575, "ttft_avg": 0.18520536500727758, "ttft_p50": 0.18520536500727758, "ttft_p90": 0.18520536500727758, "ttft_p99": 0.18520536500727758, "time_to_second_token_avg": 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"prefill": { "name": "Prefill", "present": false, "mode": "skipped", "formula": "prompt_tokens / TTFT", "notes": "Default mode records the required decode scout request for each non-zero decode context, so normal runs do not pay for a separate prefill phase. Standalone mode repeats cold-prefill samples. Prometheus prefill counters, when available and uncontaminated, are stored as validation." }, "sustained_decode": { "name": "Sustained Decode", "present": true, "formula": "OpenAI stream usage completion_tokens per measured window; client chunk fallback only when continuous usage is unavailable", "notes": "Duration-based steady-state cell after warmup. This is the main tuning/regression signal for kernels, NCCL, DCP, MTP, and scheduling. Prometheus metrics are stored as validation and scheduler state, not the default headline." }, "burst_e2e_decode": { "name": "Burst / E2E Decode", "present": false, "status": "not run; use --run-burst", "formula": "sum(completion_tokens) / profiling_wall_time", "notes": "Finite client-facing request burst using OpenAI stream usage. It includes request admission, scheduling, prefill/cache behavior, and completion." } } }