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NVIDIA RTX 2080 Ti vs NVIDIA Titan RTX
Best GPUs for Deep Learning in 2022 – Recommended GPUs
Our deep learning and 3d rendering GPU benchmarks will help you decide which NVIDIA RTX 3090, RTX 3080, A6000, A5000, or A4000 is the best GPU for your needs. We provide in-depth analysis of each 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.- 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
- NVIDIA Titan RTX vs. Quadro RTX6000 vs. Quadro RTX8000
- NVIDIA GTX 1080 Ti vs RTX 2080 Ti
Benchmarks
Deep Learning Benchmarks
Resnet50 (FP16)
1 GPU
NVIDIA RTX 2080 Ti
488.56
NVIDIA Titan RTX
599.29
4 GPU
NVIDIA RTX 2080 Ti
1597.66
NVIDIA Titan RTX
1793.02
Resnet50 (FP16 XLA)
1 GPU
NVIDIA RTX 2080 Ti
741.26
NVIDIA Titan RTX
938.63
4 GPU
NVIDIA RTX 2080 Ti
2465.23
NVIDIA Titan RTX
3015.66
Resnet50 (FP32)
1 GPU
NVIDIA RTX 2080 Ti
302.88
NVIDIA Titan RTX
330.9
4 GPU
NVIDIA RTX 2080 Ti
1075.19
NVIDIA Titan RTX
1111.27
Resnet50 (FP32 XLA)
1 GPU
NVIDIA RTX 2080 Ti
330.72
NVIDIA Titan RTX
364.35
4 GPU
NVIDIA RTX 2080 Ti
1132.16
NVIDIA Titan RTX
1231.15
Resnet152 (FP16)
1 GPU
NVIDIA RTX 2080 Ti
213.35
NVIDIA Titan RTX
267.62
4 GPU
NVIDIA RTX 2080 Ti
681.19
NVIDIA Titan RTX
751.47
Resnet152 (FP16 XLA)
1 GPU
NVIDIA RTX 2080 Ti
290.23
NVIDIA Titan RTX
369.05
4 GPU
NVIDIA RTX 2080 Ti
977.06
NVIDIA Titan RTX
1205.22
Resnet152 (FP32)
1 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA Titan RTX
139.43
4 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA Titan RTX
450.18
Resnet152 (FP32 XLA)
1 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA Titan RTX
147.6
4 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA Titan RTX
502.34
Inception V3 (FP16)
1 GPU
NVIDIA RTX 2080 Ti
293.76
NVIDIA Titan RTX
374
4 GPU
NVIDIA RTX 2080 Ti
1031
NVIDIA Titan RTX
1226.21
Inception V3 (FP16 XLA)
1 GPU
NVIDIA RTX 2080 Ti
404.99
NVIDIA Titan RTX
543.32
4 GPU
NVIDIA RTX 2080 Ti
1467.97
NVIDIA Titan RTX
1901.16
Inception V3 (FP32)
1 GPU
NVIDIA RTX 2080 Ti
198.81
NVIDIA Titan RTX
226.3
4 GPU
NVIDIA RTX 2080 Ti
739.49
NVIDIA Titan RTX
814.29
Inception V3 (FP32 XLA)
1 GPU
NVIDIA RTX 2080 Ti
215.54
NVIDIA Titan RTX
244.12
4 GPU
NVIDIA RTX 2080 Ti
772.66
NVIDIA Titan RTX
967.93
Inception V4 (FP16)
1 GPU
NVIDIA RTX 2080 Ti
155.84
NVIDIA Titan RTX
200.71
4 GPU
NVIDIA RTX 2080 Ti
564.62
NVIDIA Titan RTX
664.39
Inception V4 (FP16 XLA)
1 GPU
NVIDIA RTX 2080 Ti
220.7
NVIDIA Titan RTX
298.5
4 GPU
NVIDIA RTX 2080 Ti
790.82
NVIDIA Titan RTX
1042.2
Inception V4 (FP32)
1 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA Titan RTX
111.56
4 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA Titan RTX
394.81
Inception V4 (FP32 XLA)
1 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA Titan RTX
118.83
4 GPU
NVIDIA RTX 2080 Ti
n/a
NVIDIA Titan RTX
427.81
VGG16 (FP16)
1 GPU
NVIDIA RTX 2080 Ti
264.14
NVIDIA Titan RTX
366.59
4 GPU
NVIDIA RTX 2080 Ti
578.14
NVIDIA Titan RTX
518.28
VGG16 (FP16 XLA)
1 GPU
NVIDIA RTX 2080 Ti
324.85
NVIDIA Titan RTX
504.48
4 GPU
NVIDIA RTX 2080 Ti
926.34
NVIDIA Titan RTX
1235.83
VGG16 (FP32)
1 GPU
NVIDIA RTX 2080 Ti
178.65
NVIDIA Titan RTX
199.68
4 GPU
NVIDIA RTX 2080 Ti
452.2
NVIDIA Titan RTX
400.25
VGG16 (FP32 XLA)
1 GPU
NVIDIA RTX 2080 Ti
194.89
NVIDIA Titan RTX
218.47
4 GPU
NVIDIA RTX 2080 Ti
528.33
NVIDIA Titan RTX
559.34
3D Rendering Benchmarks
V-Ray
1 GPU
NVIDIA RTX 2080 Ti
345
NVIDIA Titan RTX
382
Octane
1 GPU
NVIDIA RTX 2080 Ti
368
NVIDIA Titan RTX
377
Redshift
1 GPU
NVIDIA RTX 2080 Ti
8.38
NVIDIA Titan RTX
8.2
Blender
1 GPU
NVIDIA RTX 2080 Ti
142.286
NVIDIA Titan RTX
150.2709
Luxmark
1 GPU
NVIDIA RTX 2080 Ti
33195
NVIDIA Titan RTX
36654
Technical Specifications
Board Design
| NVIDIA RTX 2080 Ti | NVIDIA Titan RTX | |
|---|---|---|
| Length | 267 mm | 267 mm |
| Outputs | 1x HDMI, 3x DisplayPort, 1x USB Type-C | 1x HDMI, 3x DisplayPort, 1x USB Type-C |
| Power Connectors | 2x 8-pin | 2x 8-pin |
| Slot width | Dual-slot | Dual-slot |
| TDP | 250 W | 280 W |
Clock Speeds
| NVIDIA RTX 2080 Ti | NVIDIA Titan RTX | |
|---|---|---|
| Boost Clock | 1545 MHz | 1770 MHz |
| GPU Clock | 1350 MHz | 1350 MHz |
| Memory Clock | 14000 MHz | 14000 MHz |
Graphics Card
| NVIDIA RTX 2080 Ti | NVIDIA Titan RTX | |
|---|---|---|
| Bus Interface | PCIe 3.0 x16 | PCIe 3.0 x16 |
| Generation | GeForce 20 | GeForce 20 |
Graphics Features
| NVIDIA RTX 2080 Ti | NVIDIA Titan RTX | |
|---|---|---|
| DirectX | 12 Ultimate (12_1) | 12 Ultimate (12_1) |
| OpenCL | 2.0 | 2.0 |
| OpenGL | 4.6 | 4.6 |
| Shader Model | 6.5 | 6.5 |
| CUDA | 7.5 | 7.5 |
Graphics Processor
| NVIDIA RTX 2080 Ti | NVIDIA Titan RTX | |
|---|---|---|
| Architecture | Turing | Turing |
| Die Size | 754 mm2 | 754 mm2 |
| GPU Name | TU102-300A-K1-A1 | TU102-400-A1 |
| Process Size | 12 nm | 12 nm |
| Transistors | 18600 million | 18600 million |
Memory
| NVIDIA RTX 2080 Ti | NVIDIA Titan RTX | |
|---|---|---|
| Bandwidth | 616 GB/s | 672 GB/s |
| Memory Bus | 352 bit | 384 bit |
| Memory Size | 11 GB | 24 GB |
| Memory Type | GDDR6 | GDDR6 |
Render Config
| NVIDIA RTX 2080 Ti | NVIDIA Titan RTX | |
|---|---|---|
| ROPs | 88 | 96 |
| RT Cores | 68 | 72 |
| Shading Units/ CUDA Cores | 4352 | 4608 |
| TMUs | 272 | 288 |
| Tensor Cores | 544 | 576 |
Theoretical Performance
| NVIDIA RTX 2080 Ti | NVIDIA Titan RTX | |
|---|---|---|
| FP16 (half) performance | 26.9 TFLOPS | 32.62 TFLOPS |
| FP32 (float) performance | 13.45 TFLOPS | 16.31 TFLOPS |
| FP64 (double) performance | 420.2 GFLOPS | 509.8 GFLOPS |
| Pixel Rate | 136 GPixel/s | 169.9 GPixel/s |
| Texture Rate | 420.2 GTexel/s | 509.8 GTexel/s |
Price
| NVIDIA RTX 2080 Ti | NVIDIA Titan RTX | |
|---|---|---|
| MSRP | 1199 $ | 2499 $ |
| Release Date | Sep 20th, 2018 | Dec 18th, 2018 |
Test bench configuration
| NVIDIA RTX 2080 Ti | NVIDIA Titan RTX | |
|---|---|---|
| Hardware | BIZON G3000 More details | BIZON ZX5000 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 | 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 |