VLSI MUSEUM / ENGINEERING RECORD2024
NVIDIAAI benchmark systems

system

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SYSTEM / 2024

NVIDIA 8 × H100 — MLPerf v4.1 Mixtral

MLPerf Inference v4.1 Offline Mixtral 워크로드의 GPU 8개 시스템 제출 결과입니다. 제출자가 보고한 벤치마크이며 독립 리뷰나 단일 칩 성능이 아닙니다.

NVIDIAAI benchmark systems

관련 기술 탐색

Benchmark
Manufacturer / primary sourceNVIDIA

Scope: Eight-GPU benchmark system

Conditions: MLPerf Inference v4.1; Closed/Data Center/Offline; Mixtral 8x7B; eight GPUs; TensorRT-LLM, extensive FP8 use. MoE 8 experts/2 active; not structured 2:4 sparsity. Submitted 4.1-0043. Result date 2024-08-28.

Source date: 2024-08-28

Workload
Manufacturer / primary sourceNVIDIA

Scope: Eight-GPU benchmark system

Conditions: MLPerf Inference v4.1; Closed/Data Center/Offline; Mixtral 8x7B; eight GPUs; TensorRT-LLM, extensive FP8 use. MoE 8 experts/2 active; not structured 2:4 sparsity. Submitted 4.1-0043. Result date 2024-08-28.

Source date: 2024-08-28

Scenario
Manufacturer / primary sourceNVIDIA

Scope: Eight-GPU benchmark system

Conditions: MLPerf Inference v4.1; Closed/Data Center/Offline; Mixtral 8x7B; eight GPUs; TensorRT-LLM, extensive FP8 use. MoE 8 experts/2 active; not structured 2:4 sparsity. Submitted 4.1-0043. Result date 2024-08-28.

Source date: 2024-08-28

Accelerator
Manufacturer / primary sourceNVIDIA

Scope: Eight-GPU benchmark system

Conditions: MLPerf Inference v4.1; Closed/Data Center/Offline; Mixtral 8x7B; eight GPUs; TensorRT-LLM, extensive FP8 use. MoE 8 experts/2 active; not structured 2:4 sparsity. Submitted 4.1-0043. Result date 2024-08-28.

Source date: 2024-08-28

Accelerator count
Manufacturer / primary sourceNVIDIA

Scope: Eight-GPU benchmark system

Conditions: MLPerf Inference v4.1; Closed/Data Center/Offline; Mixtral 8x7B; eight GPUs; TensorRT-LLM, extensive FP8 use. MoE 8 experts/2 active; not structured 2:4 sparsity. Submitted 4.1-0043. Result date 2024-08-28.

Source date: 2024-08-28

Measured throughput
Manufacturer / primary sourceNVIDIA

Scope: Eight-GPU benchmark system

Conditions: MLPerf Inference v4.1; Closed/Data Center/Offline; Mixtral 8x7B; eight GPUs; TensorRT-LLM, extensive FP8 use. MoE 8 experts/2 active; not structured 2:4 sparsity. Submitted 4.1-0043. Result date 2024-08-28.

Source date: 2024-08-28

Numerical format
Manufacturer / primary sourceNVIDIA

Scope: Eight-GPU benchmark system

Conditions: MLPerf Inference v4.1; Closed/Data Center/Offline; Mixtral 8x7B; eight GPUs; TensorRT-LLM, extensive FP8 use. MoE 8 experts/2 active; not structured 2:4 sparsity. Submitted 4.1-0043. Result date 2024-08-28.

Source date: 2024-08-28

Software
Manufacturer / primary sourceNVIDIA

Scope: Eight-GPU benchmark system

Conditions: MLPerf Inference v4.1; Closed/Data Center/Offline; Mixtral 8x7B; eight GPUs; TensorRT-LLM, extensive FP8 use. MoE 8 experts/2 active; not structured 2:4 sparsity. Submitted 4.1-0043. Result date 2024-08-28.

Source date: 2024-08-28

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기록의 신원과 범위

system · NVIDIA 8 × H100 — MLPerf v4.1 Mixtral