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NVIDIA RTX 2080 Ti
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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 2024–2025 [Updated]
Resnet50 (FP16)
1 GPU
NVIDIA RTX 2080 Ti
488.56
4 GPU
NVIDIA RTX 2080 Ti
1597.66
8 GPU
NVIDIA RTX 2080 Ti
n/a
Resnet50 (FP16 XLA)
1 GPU
NVIDIA RTX 2080 Ti
741.26
4 GPU
NVIDIA RTX 2080 Ti
2465.23
8 GPU
NVIDIA RTX 2080 Ti
n/a
Resnet50 (FP32)
1 GPU
NVIDIA RTX 2080 Ti
302.88
4 GPU
NVIDIA RTX 2080 Ti
1075.19
8 GPU
NVIDIA RTX 2080 Ti
n/a
Resnet50 (FP32 XLA)
1 GPU
NVIDIA RTX 2080 Ti
330.72
4 GPU
NVIDIA RTX 2080 Ti
1132.16
8 GPU
NVIDIA RTX 2080 Ti
n/a
Resnet152 (FP16)
1 GPU
NVIDIA RTX 2080 Ti
213.35
4 GPU
NVIDIA RTX 2080 Ti
681.19
8 GPU
NVIDIA RTX 2080 Ti
n/a
Resnet152 (FP16 XLA)
1 GPU
NVIDIA RTX 2080 Ti
290.23
4 GPU
NVIDIA RTX 2080 Ti
977.06
8 GPU
NVIDIA RTX 2080 Ti
n/a
Resnet152 (FP32)
1 GPU
NVIDIA RTX 2080 Ti
n/a
4 GPU
NVIDIA RTX 2080 Ti
n/a
8 GPU
NVIDIA RTX 2080 Ti
n/a
Resnet152 (FP32 XLA)
1 GPU
NVIDIA RTX 2080 Ti
n/a
4 GPU
NVIDIA RTX 2080 Ti
n/a
8 GPU
NVIDIA RTX 2080 Ti
n/a
Inception V3 (FP16)
1 GPU
NVIDIA RTX 2080 Ti
293.76
4 GPU
NVIDIA RTX 2080 Ti
1031
8 GPU
NVIDIA RTX 2080 Ti
n/a
Inception V3 (FP16 XLA)
1 GPU
NVIDIA RTX 2080 Ti
404.99
4 GPU
NVIDIA RTX 2080 Ti
1467.97
8 GPU
NVIDIA RTX 2080 Ti
n/a
Inception V3 (FP32)
1 GPU
NVIDIA RTX 2080 Ti
198.81
4 GPU
NVIDIA RTX 2080 Ti
739.49
8 GPU
NVIDIA RTX 2080 Ti
n/a
Inception V3 (FP32 XLA)
1 GPU
NVIDIA RTX 2080 Ti
215.54
4 GPU
NVIDIA RTX 2080 Ti
772.66
8 GPU
NVIDIA RTX 2080 Ti
n/a
Inception V4 (FP16)
1 GPU
NVIDIA RTX 2080 Ti
155.84
4 GPU
NVIDIA RTX 2080 Ti
564.62
8 GPU
NVIDIA RTX 2080 Ti
n/a
Inception V4 (FP16 XLA)
1 GPU
NVIDIA RTX 2080 Ti
220.7
4 GPU
NVIDIA RTX 2080 Ti
790.82
8 GPU
NVIDIA RTX 2080 Ti
n/a
Inception V4 (FP32)
1 GPU
NVIDIA RTX 2080 Ti
n/a
4 GPU
NVIDIA RTX 2080 Ti
n/a
8 GPU
NVIDIA RTX 2080 Ti
n/a
Inception V4 (FP32 XLA)
1 GPU
NVIDIA RTX 2080 Ti
n/a
4 GPU
NVIDIA RTX 2080 Ti
n/a
8 GPU
NVIDIA RTX 2080 Ti
n/a
VGG16 (FP16)
1 GPU
NVIDIA RTX 2080 Ti
264.14
4 GPU
NVIDIA RTX 2080 Ti
578.14
8 GPU
NVIDIA RTX 2080 Ti
n/a
VGG16 (FP16 XLA)
1 GPU
NVIDIA RTX 2080 Ti
324.85
4 GPU
NVIDIA RTX 2080 Ti
926.34
8 GPU
NVIDIA RTX 2080 Ti
n/a
VGG16 (FP32)
1 GPU
NVIDIA RTX 2080 Ti
178.65
4 GPU
NVIDIA RTX 2080 Ti
452.2
8 GPU
NVIDIA RTX 2080 Ti
n/a
VGG16 (FP32 XLA)
1 GPU
NVIDIA RTX 2080 Ti
194.89
4 GPU
NVIDIA RTX 2080 Ti
528.33
8 GPU
NVIDIA RTX 2080 Ti
n/a
Googlenet (FP16)
1 GPU
NVIDIA RTX 2080 Ti
n/a
4 GPU
NVIDIA RTX 2080 Ti
n/a
8 GPU
NVIDIA RTX 2080 Ti
n/a
Googlenet (FP32)
1 GPU
NVIDIA RTX 2080 Ti
n/a
4 GPU
NVIDIA RTX 2080 Ti
n/a
8 GPU
NVIDIA RTX 2080 Ti
n/a
3D, GPU Rendering Benchmarks 2024–2025 [Updated]
V-Ray
1 GPU
NVIDIA RTX 2080 Ti
345
4 GPU
NVIDIA RTX 2080 Ti
n/a
8 GPU
NVIDIA RTX 2080 Ti
n/a
Octane
1 GPU
NVIDIA RTX 2080 Ti
368
4 GPU
NVIDIA RTX 2080 Ti
n/a
8 GPU
NVIDIA RTX 2080 Ti
n/a
Redshift
1 GPU
NVIDIA RTX 2080 Ti
8.38
4 GPU
NVIDIA RTX 2080 Ti
n/a
8 GPU
NVIDIA RTX 2080 Ti
n/a
Blender
1 GPU
NVIDIA RTX 2080 Ti
3163.85
4 GPU
NVIDIA RTX 2080 Ti
n/a
8 GPU
NVIDIA RTX 2080 Ti
n/a
Luxmark
1 GPU
NVIDIA RTX 2080 Ti
33195
4 GPU
NVIDIA RTX 2080 Ti
n/a
8 GPU
NVIDIA RTX 2080 Ti
n/a
Unreal Engine
1 GPU
NVIDIA RTX 2080 Ti
30.1
4 GPU
NVIDIA RTX 2080 Ti
n/a
8 GPU
NVIDIA RTX 2080 Ti
n/a
RELION Cryo-EM Benchmarks 2024-2025 [Updated]
Total run time
1 GPU
NVIDIA RTX 2080 Ti
n/a
4 GPU
NVIDIA RTX 2080 Ti
n/a
8 GPU
NVIDIA RTX 2080 Ti
n/a
BERT LARGE Training, Inference Benchmark 2024-2025 [Updated]
Training Time (FP16)
1 GPU
NVIDIA RTX 2080 Ti
n/a
4 GPU
NVIDIA RTX 2080 Ti
n/a
8 GPU
NVIDIA RTX 2080 Ti
n/a
Performance (FP16)
1 GPU
NVIDIA RTX 2080 Ti
n/a
4 GPU
NVIDIA RTX 2080 Ti
n/a
8 GPU
NVIDIA RTX 2080 Ti
n/a
Training Time (FP32)
1 GPU
NVIDIA RTX 2080 Ti
n/a
4 GPU
NVIDIA RTX 2080 Ti
n/a
8 GPU
NVIDIA RTX 2080 Ti
n/a
Performance (FP32)
1 GPU
NVIDIA RTX 2080 Ti
n/a
4 GPU
NVIDIA RTX 2080 Ti
n/a
8 GPU
NVIDIA RTX 2080 Ti
n/a
Llama3 70B Inference Benchmark 2024–2025 [Updated]
Eval rate
1 GPU
NVIDIA RTX 2080 Ti
n/a
2 GPU
NVIDIA RTX 2080 Ti
n/a
4 GPU
NVIDIA RTX 2080 Ti
n/a
Technical Specifications
Board Design
| NVIDIA RTX 2080 Ti | |
|---|---|
| Length | 267 mm |
| Outputs | 1x HDMI, 3x DisplayPort, 1x USB Type-C |
| Power Connectors | 2x 8-pin |
| Slot width | Dual-slot |
| TDP | 250 W |
Clock Speeds
| NVIDIA RTX 2080 Ti | |
|---|---|
| Boost Clock | 1545 MHz |
| GPU Clock | 1350 MHz |
| Memory Clock | 14000 MHz |
Graphics Card
| NVIDIA RTX 2080 Ti | |
|---|---|
| Bus Interface | PCIe 3.0 x16 |
| Generation | GeForce 20 |
Graphics Features
| NVIDIA RTX 2080 Ti | |
|---|---|
| DirectX | 12 Ultimate (12_1) |
| OpenCL | 2.0 |
| OpenGL | 4.6 |
| Shader Model | 6.5 |
| CUDA | 7.5 |
Graphics Processor
| NVIDIA RTX 2080 Ti | |
|---|---|
| Architecture | Turing |
| Die Size | 754 mm2 |
| GPU Name | TU102-300A-K1-A1 |
| Process Size | 12 nm |
| Transistors | 18600 million |
Memory
| NVIDIA RTX 2080 Ti | |
|---|---|
| Bandwidth | 616 GB/s |
| Memory Bus | 352 bit |
| Memory Size | 11 GB |
| Memory Type | GDDR6 |
Render Config
| NVIDIA RTX 2080 Ti | |
|---|---|
| ROPs | 88 |
| RT Cores | 68 |
| Shading Units/ CUDA Cores | 4352 |
| TMUs | 272 |
| Tensor Cores | 544 |
Theoretical Performance
| NVIDIA RTX 2080 Ti | |
|---|---|
| FP16 (half) performance | 26.9 TFLOPS |
| FP32 (float) performance | 13.45 TFLOPS |
| FP64 (double) performance | 420.2 GFLOPS |
| Pixel Rate | 136 GPixel/s |
| Texture Rate | 420.2 GTexel/s |
Price
| NVIDIA RTX 2080 Ti | |
|---|---|
| MSRP | 1199 $ |
| Release Date | Sep 20th, 2018 |
Test bench configuration
| NVIDIA RTX 2080 Ti | |
|---|---|
| Hardware | BIZON G3000 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 |
Recommended hardware
| NVIDIA RTX 2080 Ti | |
|---|---|
| Best GPU workstations | BIZON X5500 |