72 × NVIDIA GB200

Tested system

Processor: NVIDIA Grace CPU
Graphics: NVIDIA GB200
Accelerator count: 72
Nodes: 18

Recorded results

Only the same benchmark, version, workload, scenario and unit share a row. Missing results are not zero. System results include the full submitted hardware and software configuration.

MLPerf Inference / deepseek-r1Offline · v6.1 · Tokens/s

72 × NVIDIA GB200

523,790^* Tokens/s

Accuracy target / result: exact_match: 81.0619872379216 TOKENS_PER_SAMPLE: 3795.436417502279
Weight precision: fp4
Division: closed
System type: datacenter
Availability: available
Cores per processor: 144
Processors per node: 2
Nodes: 18
Total accelerators: 72
Software stack: TensorRT 10.14, CUDA 13.1, cuDNN 9.17, TensorRT-LLM feat/1.2-mlpinf, NVIDIA Dynamo mlperf-v6.0-dynamo-v0.8.0, vLLM CentML:mlperf-inf-mm-q3vl-v6.1
Operating system: Ubuntu 24.04

MLPerf Inference / deepseek-r1Server · v6.1 · Tokens/s

72 × NVIDIA GB200

395,940^* Tokens/s

Accuracy target / result: exact_match: 80.78851412944394 TOKENS_PER_SAMPLE: 3823.4881494986325
Weight precision: fp4
Division: closed
System type: datacenter
Availability: available
Cores per processor: 144
Processors per node: 2
Nodes: 18
Total accelerators: 72
Software stack: TensorRT 10.14, CUDA 13.1, cuDNN 9.17, TensorRT-LLM feat/1.2-mlpinf, NVIDIA Dynamo mlperf-v6.0-dynamo-v0.8.0, vLLM CentML:mlperf-inf-mm-q3vl-v6.1
Operating system: Ubuntu 24.04

MLPerf Inference / gpt-oss-120bOffline · v6.1 · Tokens/s

72 × NVIDIA GB200

883,761^* Tokens/s

Accuracy target / result: exact_match: 84.038
Weight precision: fp4
Division: closed
System type: datacenter
Availability: available
Cores per processor: 144
Processors per node: 2
Nodes: 18
Total accelerators: 72
Software stack: TensorRT 10.14, CUDA 13.1, cuDNN 9.17, TensorRT-LLM feat/1.2-mlpinf, NVIDIA Dynamo mlperf-v6.0-dynamo-v0.8.0, vLLM CentML:mlperf-inf-mm-q3vl-v6.1
Operating system: Ubuntu 24.04

MLPerf Inference / gpt-oss-120bServer · v6.1 · Tokens/s

72 × NVIDIA GB200

899,005^* Tokens/s

Accuracy target / result: exact_match: 83.914
Weight precision: fp4
Division: closed
System type: datacenter
Availability: available
Cores per processor: 144
Processors per node: 2
Nodes: 18
Total accelerators: 72
Software stack: TensorRT 10.14, CUDA 13.1, cuDNN 9.17, TensorRT-LLM feat/1.2-mlpinf, NVIDIA Dynamo mlperf-v6.0-dynamo-v0.8.0, vLLM CentML:mlperf-inf-mm-q3vl-v6.1
Operating system: Ubuntu 24.04

Processing & platform

Processor: NVIDIA Grace CPU
Graphics: NVIDIA GB200

Connectivity & software

Operating system: Ubuntu 24.04

System configuration

Reported host core count: 144
Processors per node: 2
Accelerator count: 72
Nodes: 18
Software stack: TensorRT 10.14, CUDA 13.1, cuDNN 9.17, TensorRT-LLM feat/1.2-mlpinf, NVIDIA Dynamo mlperf-v6.0-dynamo-v0.8.0, vLLM CentML:mlperf-inf-mm-q3vl-v6.1
Submission division: closed

* Provisional data