NVIDIA A100X vs NVIDIA H200 SXM 141 GB

Comparison NVIDIA A100X with 80 GB HBM2e and 6,912 cores vs NVIDIA H200 SXM 141 GB with 141 GB HBM3e and 16,896 cores.

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Performance Rating

NVIDIA H200 SXM 141 GB outperforms NVIDIA A100X by 157.27% in the overall GPU ARK performance rating

A100 A100
H200 H200
MI325X MI325X

NVIDIA A100X

26.2

NVIDIA A100X

26.2
RX 7900 XTX RX 7900 XTX
MI250 MI250
Instinct MI300X Instinct MI300X

NVIDIA H200 SXM 141 GB

67.4

NVIDIA H200 SXM 141 GB

67.4

Expert Comparison

NVIDIA H200 SXM 141 GB значительно выигрывает у NVIDIA A100X по количеству ядер (16896 против 6912), объему памяти (141 ГБ против 80 ГБ) и пропускной способности (4.89 TB/s против 2.04 TB/s). H200 также обладает более высокой производительностью в FP32 (66.91 TFLOPS против 19.91 TFLOPS) и более высокой TDP (700 Вт против 300 Вт). Однако A100X доступен сейчас, а H200 ожидается к выпуску только в ноябре 2024 года.

Contents:

Memory ML Performance Compute Power Architecture & Compatibility ML Software Support Clocks & Performance Power Consumption Rendering Benchmarks Additional

Memory

Memory Size

80 GB
🔥 +76% 141 ГБ

Memory Type

HBM2e HBM3e

Memory Bandwidth

2.04 TB/s
🔥 +140% 4.89 TB/s

Memory Bus Width

5,120 бит 6,144 бит

ML Performance

FP16 (Half Precision)

79.63 TFLOPS
🔥 +236% 267.6 TFLOPS

BF16 (Brain Float)

No No

TF32 (TensorFloat)

No No

Compute Power

FP32 (Single Precision)

19.91 TFLOPS
🔥 +236% 66.91 TFLOPS

FP64 (Double Precision)

9.953 TFLOPS
🔥 +236% 33.45 TFLOPS

CUDA Cores

6,912
🔥 +144% 16,896

RT Cores

No No

Architecture & Compatibility

GPU Architecture

Ampere Hopper

SM (Streaming Multiprocessor)

108
🔥 +22% 132

PCIe Version

PCIe 4.0 x8 PCIe 5.0 x16

ML Software Support

CUDA Version

8.0
🔥 9.0

CUDA Toolkit (first supported)

v11 v12

CUDA Toolkit status

Supported Supported

Clocks & Performance

Base Clock

795
🔥 +89% 1,500

Boost Clock

1,440
🔥 +38% 1,980

Memory Clock

1,593 1,593

Power Consumption

Recommended PSU

🔥 -36% 700 W
1100 W

Power Connector

1x 16-pin 8-pin EPS

TDP/TGP

🔥 -57% 300 W
700 W

Rendering

Texture Units (TMU)

432
🔥 +22% 528

ROP

No No

L2 Cache

🔥 +60% 80 MB
50 MB

Benchmarks

MLPerf, llama2-70b-99.9 (UNSET)

3 534 tokens/s

MLPerf, llama2-70b-99.9 (fp16)

3 553 tokens/s

MLPerf, llama2-70b-99.9 (fp8)

2 444 tokens/s

MLPerf, llama3.1-405b (fp16)

40.8 tokens/s

MLPerf, llama3.1-405b (fp8)

25.3 tokens/s

MLPerf, llama3.1-8b (fp8)

5 161 tokens/s

MLPerf, deepseek-r1 (fp8)

1 113 tokens/s

MLPerf, mixtral-8x7b (fp8)

7 132 tokens/s

Additional

Slots

Dual-slot
🔥 SXM Module

Release Date

June 28, 2021 Nov. 18, 2024

Display Outputs

No outputs
No outputs

Rent on Intelion Cloud

H200 (141GB)

Available for rent on Intelion Cloud

from 375.0 RUB/hour Rent
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