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GPU 랭킹
다양한 NVIDIA GPU에서 AI 워크로드의 성능 지표 비교
NVIDIA Tesla V100 PCIe 16 GB
NVIDIA Tesla V100 SXM2 16 GB아키텍처
NVIDIA Volta아키텍처
NVIDIA Volta출시일
2017.06
출시일
2019.11
메모리
16 GB HBM2
메모리
16 GB HBM2
FP8 성능
Not supported
FP8 성능
Not supported
FP16 성능
28.26 TFLOPS
FP16 성능
9.8% 빠름
31.33 TFLOPS
FP32 성능
14.13 TFLOPS
FP32 성능
9.8% 빠름
15.67 TFLOPS
FP64 성능
7.07 TFLOPS
FP64 성능
9.7% 빠름
7.83 TFLOPS
CUDA 코어
5120
CUDA 코어
5120
전력 소비
16.7% 낮음
250 W
전력 소비
300 W
GPU 성능 시각화
GPU 벤치마크 비교
| NVIDIA Tesla V100 PCIe 16 GB | 2017.06 | NVIDIA Volta | 5120 | 16 GB HBM2 | 250 W | Not supported | 28.26 TFLOPS | 14.13 TFLOPS | 7.07 TFLOPS |
| NVIDIA Tesla V100 SXM2 16 GB | 2019.11 | NVIDIA Volta | 5120 | 16 GB HBM2 | 300 W | Not supported | 31.33 TFLOPS | 15.67 TFLOPS | 7.83 TFLOPS |
| NVIDIA Tesla V100 PCIe 32 GB | 2018.03 | NVIDIA Volta | 5120 | 32 GB HBM2 | 250 W | Not supported | 28.26 TFLOPS | 14.13 TFLOPS | 7.07 TFLOPS |
| NVIDIA Tesla V100 SXM2 32 GB | 2018.03 | NVIDIA Volta | 5120 | 32 GB HBM2 | 300 W | Not supported | 31.33 TFLOPS | 15.67 TFLOPS | 7.83 TFLOPS |
| NVIDIA GeForce RTX 3090 | 2020.09 | NVIDIA Ampere | 10496 | 24 GB GDDR6X | 350 W | Not supported | 35.58 TFLOPS | 35.58 TFLOPS | 0.56 TFLOPS |
| NVIDIA GeForce RTX 4090 | 2022.10 | NVIDIA Ada Lovelace | 16384 | 24 GB GDDR6X | 450 W | Not supported | 82.58 TFLOPS | 82.58 TFLOPS | 1.29 TFLOPS |
| NVIDIA GeForce RTX 5090 | 2025.01 | NVIDIA Blackwell | 21760 | 32 GB GDDR7 | 575 W | Not supported | 104.8 TFLOPS | 104.8 TFLOPS | 1.64 TFLOPS |
| NVIDIA A40 PCIe | 2020.10 | NVIDIA Ampere | 10752 | 48 GB GDDR6 | 300 W | Not supported | 37.42 TFLOPS | 37.42 TFLOPS | 0.58 TFLOPS |
| NVIDIA RTX A6000 | 2021.03 | NVIDIA Ampere | 10752 | 48 GB GDDR6 | 300 W | Not supported | 38.71 TFLOPS | 38.71 TFLOPS | 0.60 TFLOPS |
| NVIDIA A100 PCIe 40 GB | 2020.06 | NVIDIA Ampere | 6912 | 40 GB HBM2e | 250 W | Not supported | 77.97 TFLOPS | 19.49 TFLOPS | 9.75 TFLOPS |
| NVIDIA A100 SXM4 40 GB | 2020.05 | NVIDIA Ampere | 6912 | 40 GB HBM2e | 400 W | Not supported | 77.97 TFLOPS | 19.49 TFLOPS | 9.75 TFLOPS |
| NVIDIA A100 PCIe 80 GB | 2021.06 | NVIDIA Ampere | 6912 | 80 GB HBM2e | 300 W | Not supported | 77.97 TFLOPS | 19.49 TFLOPS | 9.75 TFLOPS |
| NVIDIA A100 SXM4 80 GB | 2020.11 | NVIDIA Ampere | 6912 | 80 GB HBM2e | 400 W | Not supported | 77.97 TFLOPS | 19.49 TFLOPS | 9.75 TFLOPS |
| NVIDIA L40 | 2022.10 | NVIDIA Ada Lovelace | 14080 | 48 GB GDDR6 | 300 W | Not supported | 90.52 TFLOPS | 90.52 TFLOPS | 1.41 TFLOPS |
| NVIDIA L40s | 2023.08 | NVIDIA Ada Lovelace | 14080 | 48 GB GDDR6 | 350 W | Not supported | 91.61 TFLOPS | 91.61 TFLOPS | 1.43 TFLOPS |
| NVIDIA H100 PCIe 80 GB | 2023.03 | NVIDIA Hopper | 16896 | 80 GB HBM3 | 350 W | 3026 TFLOPS | 204.9 TFLOPS | 51.22 TFLOPS | 25.61 TFLOPS |
| NVIDIA H100 SXM5 80 GB | 2023.03 | NVIDIA Hopper | 16896 | 80 GB HBM3 | 700 W | 3958 TFLOPS | 267.6 TFLOPS | 66.91 TFLOPS | 33.45 TFLOPS |
| NVIDIA H100 PCIe 96 GB | 2023.03 | NVIDIA Hopper | 16896 | 96 GB HBM3 | 350 W | 3026 TFLOPS | 248.3 TFLOPS | 62.08 TFLOPS | 31.04 TFLOPS |
| NVIDIA H100 SXM5 96 GB | 2023.03 | NVIDIA Hopper | 16896 | 96 GB HBM3 | 700 W | 3026 TFLOPS | 248.3 TFLOPS | 66.91 TFLOPS | 31.04 TFLOPS |
| NVIDIA H200 NVL | 2024.11 | NVIDIA Hopper | 16896 | 141 GB HBM3 | 600 W | 3026 TFLOPS | 241.3 TFLOPS | 60.32 TFLOPS | 30.16 TFLOPS |
| NVIDIA H200 SXM 141 GB | 2024.11 | NVIDIA Hopper | 16896 | 141 GB HBM3 | 700 W | 3958 TFLOPS | 267.6 TFLOPS | 66.91 TFLOPS | 33.45 TFLOPS |
GPU 벤치마크
최신 GPU 하드웨어 및 소프트웨어 성능 평가로 하드웨어 선택에 도움 제공
소프트웨어 성능
DeepSeek-R1-Distill-Qwen-7B
환경: vllm
DeepSeek-R1-Distill-Llama-8B
환경: vllm
DeepSeek-R1-Distill-Qwen-14B
환경: vllm
DeepSeek-R1-Distill-Qwen-32B
환경: vllm
DeepSeek-R1-Distill-Llama-70B
환경: vllm
DeepSeek-R1-Distill-Qwen-7B
환경: sglang
DeepSeek-R1-Distill-Llama-8B
환경: sglang
DeepSeek-R1-Distill-Qwen-14B
환경: sglang
DeepSeek-R1-Distill-Qwen-32B
환경: sglang
DeepSeek-R1-Distill-Llama-70B
환경: sglang