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NVIDIA Tesla V100 vs NVIDIA A100 40 GB (PCIe) vs NVIDIA H100 (PCIe) vs NVIDIA RTX 4090
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Best GPUs for deep learning, AI development, compute in 2023–2024. Recommended GPU & hardware for AI training, inference (LLMs, generative AI). GPU training, inference benchmarks using PyTorch, TensorFlow for computer vision (CV), NLP, text-to-speech, etc.
We benchmark these GPUs and compare AI performance (deep learning training; FP16, FP32, PyTorch, TensorFlow), 3d rendering, Cryo-EM performance in the most popular apps (Octane, VRay, Redshift, Blender, Luxmark, Unreal Engine, Relion Cryo-EM).
Our benchmarks will help you decide which GPU (NVIDIA RTX 4090/4080, H100 Hopper, H200, A100, RTX 6000 Ada, A6000, A5000, or RTX 6000 ADA Lovelace) is the best GPU for your needs. We provide an in-depth analysis of the AI performance of each graphic card's performance so you can make the most informed decision possible. We offer deep learning and 3d rendering benchmarks that will help you get the most out of your hardware.
Looking for a GPU workstation or server for AI/ML, design, rendering, simulation or molecular dynamics? Explore BIZON AI workstations or GPU servers. Contact us today or explore our various customizable AI solutions.
Featured GPU benchmarks:
- NVIDIA H100 vs. A100 vs. RTX 6000 Ada
- NVIDIA RTX 4090 vs. RTX 4080 vs. RTX 3090
- NVIDIA RTX 3080 vs. 3080 Ti vs. RTX 3090
- NVIDIA RTX 3090 vs. NVIDIA A6000
- NVIDIA A6000 vs. A5000 vs. NVIDIA RTX 3090
- NVIDIA A100 vs. NVIDIA A6000
- NVIDIA RTX 2080 Ti vs. Titan RTX vs Quadro RTX8000
Benchmarks
Deep Learning GPU Benchmarks 2023–2024 [Updated]
Resnet50 (FP16)
1 GPU
NVIDIA Tesla V100
706.07
NVIDIA A100 40 GB (PCIe)
2179
NVIDIA H100 (PCIe)
3042
NVIDIA RTX 4090
1720
4 GPU
NVIDIA Tesla V100
2309.02
NVIDIA A100 40 GB (PCIe)
8561
NVIDIA H100 (PCIe)
11989
NVIDIA RTX 4090
5934
8 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
16797
NVIDIA H100 (PCIe)
30070
NVIDIA RTX 4090
n/a
Resnet50 (FP16 XLA)
1 GPU
NVIDIA Tesla V100
1071.32
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA Tesla V100
3562.89
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
Resnet50 (FP32)
1 GPU
NVIDIA Tesla V100
321.57
NVIDIA A100 40 GB (PCIe)
1001
NVIDIA H100 (PCIe)
1350
NVIDIA RTX 4090
927
4 GPU
NVIDIA Tesla V100
1141.56
NVIDIA A100 40 GB (PCIe)
3849
NVIDIA H100 (PCIe)
5513
NVIDIA RTX 4090
1715
8 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
7557
NVIDIA H100 (PCIe)
14725
NVIDIA RTX 4090
n/a
Resnet50 (FP32 XLA)
1 GPU
NVIDIA Tesla V100
351.14
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA Tesla V100
1202.04
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
Resnet152 (FP16)
1 GPU
NVIDIA Tesla V100
308.35
NVIDIA A100 40 GB (PCIe)
930
NVIDIA H100 (PCIe)
1232
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA Tesla V100
984.5
NVIDIA A100 40 GB (PCIe)
3557
NVIDIA H100 (PCIe)
4858
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
6809
NVIDIA H100 (PCIe)
12411
NVIDIA RTX 4090
n/a
Resnet152 (FP16 XLA)
1 GPU
NVIDIA Tesla V100
419.46
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA Tesla V100
1412.1
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
Resnet152 (FP32)
1 GPU
NVIDIA Tesla V100
134.94
NVIDIA A100 40 GB (PCIe)
409
NVIDIA H100 (PCIe)
520
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA Tesla V100
452.05
NVIDIA A100 40 GB (PCIe)
1498
NVIDIA H100 (PCIe)
2124
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
2851
NVIDIA H100 (PCIe)
5950
NVIDIA RTX 4090
n/a
Resnet152 (FP32 XLA)
1 GPU
NVIDIA Tesla V100
143.28
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA Tesla V100
519.5
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
Inception V3 (FP16)
1 GPU
NVIDIA Tesla V100
424.55
NVIDIA A100 40 GB (PCIe)
1283
NVIDIA H100 (PCIe)
1835
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA Tesla V100
1490.05
NVIDIA A100 40 GB (PCIe)
5218
NVIDIA H100 (PCIe)
7232
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
10122
NVIDIA H100 (PCIe)
15827
NVIDIA RTX 4090
n/a
Inception V3 (FP16 XLA)
1 GPU
NVIDIA Tesla V100
585.31
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA Tesla V100
2121.59
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
Inception V3 (FP32)
1 GPU
NVIDIA Tesla V100
211.08
NVIDIA A100 40 GB (PCIe)
658
NVIDIA H100 (PCIe)
854
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA Tesla V100
785.13
NVIDIA A100 40 GB (PCIe)
2568
NVIDIA H100 (PCIe)
3487
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
5058
NVIDIA H100 (PCIe)
9837
NVIDIA RTX 4090
n/a
Inception V3 (FP32 XLA)
1 GPU
NVIDIA Tesla V100
228.85
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA Tesla V100
820.35
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
Inception V4 (FP16)
1 GPU
NVIDIA Tesla V100
225.21
NVIDIA A100 40 GB (PCIe)
616
NVIDIA H100 (PCIe)
848
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA Tesla V100
816.02
NVIDIA A100 40 GB (PCIe)
2377
NVIDIA H100 (PCIe)
3343
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
4532
NVIDIA H100 (PCIe)
6819
NVIDIA RTX 4090
n/a
Inception V4 (FP16 XLA)
1 GPU
NVIDIA Tesla V100
318.96
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA Tesla V100
1142.94
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
Inception V4 (FP32)
1 GPU
NVIDIA Tesla V100
102.53
NVIDIA A100 40 GB (PCIe)
290
NVIDIA H100 (PCIe)
380
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA Tesla V100
383.89
NVIDIA A100 40 GB (PCIe)
1031
NVIDIA H100 (PCIe)
1551
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
1950
NVIDIA H100 (PCIe)
4496
NVIDIA RTX 4090
n/a
Inception V4 (FP32 XLA)
1 GPU
NVIDIA Tesla V100
108.26
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA Tesla V100
415.26
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
VGG16 (FP16)
1 GPU
NVIDIA Tesla V100
381.74
NVIDIA A100 40 GB (PCIe)
1249
NVIDIA H100 (PCIe)
1085
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA Tesla V100
835.56
NVIDIA A100 40 GB (PCIe)
4989
NVIDIA H100 (PCIe)
4276
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
10733
NVIDIA H100 (PCIe)
15908
NVIDIA RTX 4090
n/a
VGG16 (FP16 XLA)
1 GPU
NVIDIA Tesla V100
469.5
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA Tesla V100
1338.8
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
VGG16 (FP32)
1 GPU
NVIDIA Tesla V100
189.68
NVIDIA A100 40 GB (PCIe)
529
NVIDIA H100 (PCIe)
776
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA Tesla V100
480.12
NVIDIA A100 40 GB (PCIe)
2215
NVIDIA H100 (PCIe)
3171
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
4278
NVIDIA H100 (PCIe)
8762
NVIDIA RTX 4090
n/a
VGG16 (FP32 XLA)
1 GPU
NVIDIA Tesla V100
206.92
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA Tesla V100
560.94
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
Googlenet (FP16)
1 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
Googlenet (FP32)
1 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
3D, GPU Rendering Benchmarks 2023–2024 [Updated]
V-Ray
1 GPU
NVIDIA Tesla V100
505
NVIDIA A100 40 GB (PCIe)
1555
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
5556
4 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
Octane
1 GPU
NVIDIA Tesla V100
356
NVIDIA A100 40 GB (PCIe)
498
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
1445
4 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
Redshift
1 GPU
NVIDIA Tesla V100
8.24
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
1.16
4 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
Blender
1 GPU
NVIDIA Tesla V100
2075.51
NVIDIA A100 40 GB (PCIe)
3788
NVIDIA H100 (PCIe)
5069.86
NVIDIA RTX 4090
12123.96
4 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
Luxmark
1 GPU
NVIDIA Tesla V100
35698
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
158815
4 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
Unreal Engine
1 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
92.1
4 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
RELION Cryo-EM Benchmarks 2023-2024 [Updated]
Total run time
1 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
178.9
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
105.2
4 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
50.3
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
53.2
8 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
BERT LARGE Training, Inference Benchmark 2023-2024 [Updated]
Training Time (FP16)
1 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
Performance (FP16)
1 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
Training Time (FP32)
1 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
Performance (FP32)
1 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
4 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
8 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
Llama3 70B Inference Benchmark 2024 [Updated]
Eval rate
1 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
9.95
2 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
19.99
4 GPU
NVIDIA Tesla V100
n/a
NVIDIA A100 40 GB (PCIe)
n/a
NVIDIA H100 (PCIe)
n/a
NVIDIA RTX 4090
n/a
Technical Specifications
Board Design
| NVIDIA Tesla V100 | NVIDIA A100 40 GB (PCIe) | NVIDIA H100 (PCIe) | NVIDIA RTX 4090 | |
|---|---|---|---|---|
| Length | 267 mm | 267 mm | 268 mm | 336 mm |
| Outputs | No outputs | No outputs | No outputs | 1x HDMI, 3x DisplayPort |
| Power Connectors | 2x 8-pin | 8-pin EPS | 1x 16-pin | 1x 16-pin |
| Slot width | Dual-slot | Dual-slot | Dual-slot | Triple-slot |
| TDP | 250 W | 250 W | 350 W | 450 W |
Clock Speeds
| NVIDIA Tesla V100 | NVIDIA A100 40 GB (PCIe) | NVIDIA H100 (PCIe) | NVIDIA RTX 4090 | |
|---|---|---|---|---|
| Boost Clock | 1380 MHz | 1410 MHz | 1755 MHz | 2520 MHz |
| GPU Clock | 1230 MHz | 765 MHz | 1095 MHz | 2235 MHz |
| Memory Clock | 1752 MHz | 2400 MHz | 1593 MHz | 21200 MHz |
Graphics Card
| NVIDIA Tesla V100 | NVIDIA A100 40 GB (PCIe) | NVIDIA H100 (PCIe) | NVIDIA RTX 4090 | |
|---|---|---|---|---|
| Bus Interface | PCIe 3.0 x16 | PCIe 4.0 x16 | PCIe 5.0 x16 | PCIe 4.0 x16 |
| Generation | Tesla (Vxx) | Tesla (Axx) | Tesla Hopper (Hxx) | GeForce 40 |
Graphics Features
| NVIDIA Tesla V100 | NVIDIA A100 40 GB (PCIe) | NVIDIA H100 (PCIe) | NVIDIA RTX 4090 | |
|---|---|---|---|---|
| DirectX | 12 Ultimate (12_1) | 12 Ultimate (12_2) | ||
| OpenCL | 1.2 | 2.0 | 3.0 | 3.0 |
| OpenGL | 4.6 | 4.6 | ||
| Shader Model | 6.4 | 6.7 | ||
| CUDA | 7.0 | 8.0 | 9.0 | 8.9 |
Graphics Processor
| NVIDIA Tesla V100 | NVIDIA A100 40 GB (PCIe) | NVIDIA H100 (PCIe) | NVIDIA RTX 4090 | |
|---|---|---|---|---|
| Architecture | Volta | Ampere | Hopper | Ada Lovelace |
| Die Size | 815 mm2 | 826 mm2 | 814 mm2 | 608 mm2 |
| GPU Name | GV100 | GA100 | GH100 | AD102-300-A1 |
| Process Size | 12 nm | 7 nm | 4 nm | 5 nm |
| Transistors | 21100 million | 54200 million | 80000 million | 76300 million |
Memory
| NVIDIA Tesla V100 | NVIDIA A100 40 GB (PCIe) | NVIDIA H100 (PCIe) | NVIDIA RTX 4090 | |
|---|---|---|---|---|
| Bandwidth | 897 GB/s | 1555 GB/s | 2039 GB/s | 1018 GB/s |
| Memory Bus | 4096 bit | 5120 bit | 5120 bit | 384 bit |
| Memory Size | 32 GB | 40 GB | 80 GB | 24 GB |
| Memory Type | HBM2 | HBM2e | HBM2e | GDDR6X |
Render Config
| NVIDIA Tesla V100 | NVIDIA A100 40 GB (PCIe) | NVIDIA H100 (PCIe) | NVIDIA RTX 4090 | |
|---|---|---|---|---|
| ROPs | 128 | 160 | 24 | 192 |
| Shading Units/ CUDA Cores | 5120 | 6912 | 14592 | 16384 |
| TMUs | 320 | 432 | 456 | 512 |
| Tensor Cores | 640 | 432 | 456 | 512 |
| RT Cores | 128 |
Theoretical Performance
| NVIDIA Tesla V100 | NVIDIA A100 40 GB (PCIe) | NVIDIA H100 (PCIe) | NVIDIA RTX 4090 | |
|---|---|---|---|---|
| FP16 (half) performance | 28.26 TFLOPS | 77.97 TFLOPS | 204.9 TFLOPS | 82.58 TFLOPS |
| FP32 (float) performance | 14.13 TFLOPS | 19.49 TFLOPS | 51.22 TFLOPS | 82.58 TFLOPS |
| FP64 (double) performance | 7066 GFLOPS | 9746 GFLOPS | 25610 GFLOPS | 1290 GFLOPS |
| Pixel Rate | 176.6 GPixel/s | 225.6 GPixel/s | 42.12 GPixel/s | 483.8 GPixel/s |
| Texture Rate | 441.6 GTexel/s | 609.1 GTexel/s | 800.3 GTexel/s | 1290 GTexel/s |
Price
| NVIDIA Tesla V100 | NVIDIA A100 40 GB (PCIe) | NVIDIA H100 (PCIe) | NVIDIA RTX 4090 | |
|---|---|---|---|---|
| MSRP | 11459 $ | $ | $ | 1599 $ |
| Release Date | Mar 27th, 2018 | Jun 22nd, 2020 | Mar 22nd, 2022 | Oct 12th, 2022 |
Test bench configuration
| NVIDIA Tesla V100 | NVIDIA A100 40 GB (PCIe) | NVIDIA H100 (PCIe) | NVIDIA RTX 4090 | |
|---|---|---|---|---|
| Hardware | BIZON X5000 More details | BIZON X5000 More details | BIZON X5000 More details | BIZON X5500 More details |
| Software | Deep learning: Nvidia Driver: 440 CUDA: 10.1 TensorFlow: 1.14 Batch size: 64 3D Rendering: Nvidia Driver: 442.19 VRay Benchmark: 4.10.3 Octane Benchmark: 4.00 Redshift Benchmark: 3.0.x Blender: 2.81 Luxmark: 3.1 | 3D Rendering: Nvidia Driver: 461.09 VRay Benchmark: 5 Octane Benchmark: 2020.1.5 Redshift Benchmark: 3.0.28 Demo Blender: 2.90 Luxmark: 3.1 | 3D Rendering: Nvidia Driver: 461.09 VRay Benchmark: 5 Octane Benchmark: 2020.1.5 Redshift Benchmark: 3.0.28 Demo Blender: 2.90 Luxmark: 3.1 | 3D Rendering: Nvidia Driver: VRay Benchmark: Octane Benchmark: Redshift Benchmark: Blender: Luxmark: |
Recommended hardware
| NVIDIA Tesla V100 | NVIDIA A100 40 GB (PCIe) | NVIDIA H100 (PCIe) | NVIDIA RTX 4090 | |
|---|---|---|---|---|
| Best GPU workstations | BIZON X5500 | BIZON X5500 | BIZON X5500 | |
| Best NVIDIA GPU servers | BIZON X7000 | BIZON X7000 |