| Tesla K40 (PCI-Express) | Tesla M40 (PCI-Express) | Tesla P100 (PCI-Express) | Tesla P100 (SXM2) | Tesla V100 (SXM2) | Tesla V100S (PCIe) | NVIDIA A100 (SXM4) | NVIDIA A100 (PCIe4) | |
|---|---|---|---|---|---|---|---|---|
| GPU | GK110 (Kepler) | GM200 (Maxwell) | GP100 (Pascal) | GP100 (Pascal) | GV100 (Volta) | GV100 (Volta) | GA100 (Ampere) | GA100 (Ampere) |
| Process Node | 28nm | 28nm | 16nm | 16nm | 12nm | 12nm | 7nm | 7nm |
| Transistors | 7.1 Billion | 8 Billion | 15.3 Billion | 15.3 Billion | 21.1 Billion | 21.1 Billion | 54.2 Billion | 54.2 Billion |
| GPU Die Size | 551 mm2 | 601 mm2 | 610 mm2 | 610 mm2 | 815mm2 | 815mm2 | 826mm2 | 826mm2 |
| SMs | 15 | 24 | 56 | 56 | 80 | 80 | 108 | 108 |
| TPCs | 15 | 24 | 28 | 28 | 40 | 40 | 54 | 54 |
| FP32 CUDA Cores Per SM | 192 | 128 | 64 | 64 | 64 | 64 | 64 | 64 |
| FP64 CUDA Cores / SM | 64 | 4 | 32 | 32 | 32 | 32 | 32 | 32 |
| FP32 CUDA Cores | 2880 | 3072 | 3584 | 3584 | 5120 | 5120 | 6912 | 6912 |
| FP64 CUDA Cores | 960 | 96 | 1792 | 1792 | 2560 | 2560 | 3456 | 3456 |
| Tensor Cores | N/A | N/A | N/A | N/A | 640 | 640 | 432 | 432 |
| Texture Units | 240 | 192 | 224 | 224 | 320 | 320 | 432 | 432 |
| Boost Clock | 875 MHz | 1114 MHz | 1329MHz | 1480 MHz | 1530 MHz | 1601 MHz | 1410 MHz | 1410 MHz |
| TOPs (DNN/AI) | N/A | N/A | N/A | N/A | 125 TOPs | 130 TOPs | 1248 TOPs 2496 TOPs with Sparsity | 1248 TOPs 2496 TOPs with Sparsity |
| FP16 Compute | N/A | N/A | 18.7 TFLOPs | 21.2 TFLOPs | 30.4 TFLOPs | 32.8 TFLOPs | 312 TFLOPs 624 TFLOPs with Sparsity | 312 TFLOPs 624 TFLOPs with Sparsity |
| FP32 Compute | 5.04 TFLOPs | 6.8 TFLOPs | 10.0 TFLOPs | 10.6 TFLOPs | 15.7 TFLOPs | 16.4 TFLOPs | 156 TFLOPs (19.5 TFLOPs standard) | 156 TFLOPs (19.5 TFLOPs standard) |
| FP64 Compute | 1.68 TFLOPs | 0.2 TFLOPs | 4.7 TFLOPs | 5.30 TFLOPs | 7.80 TFLOPs | 8.2 TFLOPs | 19.5 TFLOPs (9.7 TFLOPs standard) | 19.5 TFLOPs (9.7 TFLOPs standard) |
| Memory Interface | 384-bit GDDR5 | 384-bit GDDR5 | 4096-bit HBM2 | 4096-bit HBM2 | 4096-bit HBM2 | 4096-bit HBM2 | 6144-bit HBM2e | 6144-bit HBM2e |
| Memory Size | 12 GB GDDR5 @ 288 GB/s | 24 GB GDDR5 @ 288 GB/s | 16 GB HBM2 @ 732 GB/s 12 GB HBM2 @ 549 GB/s | 16 GB HBM2 @ 732 GB/s | 16 GB HBM2 @ 900 GB/s | 16 GB HBM2 @ 1134 GB/s | Up To 40 GB HBM2 @ 1.6 TB/s Up To 80 GB HBM2 @ 1.6 TB/s | Up To 40 GB HBM2 @ 1.6 TB/s Up To 80 GB HBM2 @ 2.0 TB/s |
| L2 Cache Size | 1536 KB | 3072 KB | 4096 KB | 4096 KB | 6144 KB | 6144 KB | 40960 KB | 40960 KB |
| TDP | 235W | 250W | 250W | 300W | 300W | 250W | 400W | 250W |