| 规格 | NVIDIA A40 | NVIDIA T4 |
|---|
| 架构 | Ampere (GA102) | Turing (TU104-895) |
| 显存 | 48GB GDDR6 with ECC | 16GB GDDR6 with ECC (默认开启) |
| 显存带宽 | 696GB/s | 320GB/s (早期一页版datasheet口径300GB/s) |
| 显存位宽 | 384bit | 256bit |
| 算力 | FP32 37.4 TFLOPS / TF32 74.8(149.6*) / FP16·BF16 149.7(299.4*) / INT8 299.3(598.6*) TOPS / INT4 598.7(1197.4*) TOPS | FP32 8.1 TFLOPS / FP16·FP32混合精度 65 TFLOPS / INT8 130 TOPS / INT4 260 TOPS |
| CUDA核心 | 10752 (84 SM) / Tensor Core 336 (三代) / RT Core 84 (二代) | 2,560 (40 SM) / Tensor Core 320 / RT Core 40 (白皮书口径) |
| 功耗 | 300W (被动散热, 8-pin CPU供电) | 70W (Total board power, 默认) |
| 互联 | NVLink 112.5GB/s (双向, 双卡可拼96GB) / PCIe Gen4 x16 (64GB/s) | PCIe Gen3 x16 (支持x8运行, Interconnect BW 32GB/s) |
| 发布年 | 2020 (2020-10-05 GTC发布) | 2018 (Product Brief v01 2018-10-24初版, Dec18版datasheet © 2018 NVIDIA) |
| 形态 | Dual-slot, 4.4"(H) x 10.5"(L), Passive | 单槽半高半长 Low-Profile 6.6英寸(长169.53mm), 被动散热, 板重301g |
| 媒体引擎 | 1 Encode / 2 Decode (含AV1解码) | 1080p30解码 H.264 32路 / HEVC 44路 / VP9 32路 (白皮书Table 2, 官方页称38路full-HD) |
| 显示输出 | 3x DisplayPort 1.4 (出厂默认禁用, 可管理软件启用) | — |
| MIG | 不支持 | — |
| RT Core性能 | 73.1 TFLOPS | — |
| 时钟 | — | Base 585MHz / Boost 1590MHz (Base为70W功耗墙下调校) |
| SR-IOV | — | Supported; 16 VF(支持) |
| 工艺 | — | 12nm FFN, 136亿晶体管, 545mm2 (白皮书TU104口径) |
| Compute APIs | — | CUDA, NVIDIA TensorRT, ONNX |