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NVIDIA RTX 2080 Ti

Best GPUs for Deep Learning, AI, compute in 2022 2023. Recommended GPUs. Recommended hardware for deep learning, AI research

Our deep learning, AI and 3d rendering GPU benchmarks will help you decide which NVIDIA RTX 4090, RTX 4080, RTX 3090, RTX 3080, A6000, A5000, or RTX 6000 ADA Lovelace is the best GPU for your needs. We provide in-depth analysis 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.

Benchmarks

Deep Learning Benchmarks

Resnet50 (FP16)

1 GPU
NVIDIA RTX 2080 Ti
488.56
4 GPU
NVIDIA RTX 2080 Ti
1597.66

Resnet50 (FP16 XLA)

1 GPU
NVIDIA RTX 2080 Ti
741.26
4 GPU
NVIDIA RTX 2080 Ti
2465.23

Resnet50 (FP32)

1 GPU
NVIDIA RTX 2080 Ti
302.88
4 GPU
NVIDIA RTX 2080 Ti
1075.19

Resnet50 (FP32 XLA)

1 GPU
NVIDIA RTX 2080 Ti
330.72
4 GPU
NVIDIA RTX 2080 Ti
1132.16

Resnet152 (FP16)

1 GPU
NVIDIA RTX 2080 Ti
213.35
4 GPU
NVIDIA RTX 2080 Ti
681.19

Resnet152 (FP16 XLA)

1 GPU
NVIDIA RTX 2080 Ti
290.23
4 GPU
NVIDIA RTX 2080 Ti
977.06

Resnet152 (FP32)

1 GPU
NVIDIA RTX 2080 Ti
n/a
4 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

Inception V3 (FP16)

1 GPU
NVIDIA RTX 2080 Ti
293.76
4 GPU
NVIDIA RTX 2080 Ti
1031

Inception V3 (FP16 XLA)

1 GPU
NVIDIA RTX 2080 Ti
404.99
4 GPU
NVIDIA RTX 2080 Ti
1467.97

Inception V3 (FP32)

1 GPU
NVIDIA RTX 2080 Ti
198.81
4 GPU
NVIDIA RTX 2080 Ti
739.49

Inception V3 (FP32 XLA)

1 GPU
NVIDIA RTX 2080 Ti
215.54
4 GPU
NVIDIA RTX 2080 Ti
772.66

Inception V4 (FP16)

1 GPU
NVIDIA RTX 2080 Ti
155.84
4 GPU
NVIDIA RTX 2080 Ti
564.62

Inception V4 (FP16 XLA)

1 GPU
NVIDIA RTX 2080 Ti
220.7
4 GPU
NVIDIA RTX 2080 Ti
790.82

Inception V4 (FP32)

1 GPU
NVIDIA RTX 2080 Ti
n/a
4 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

VGG16 (FP16)

1 GPU
NVIDIA RTX 2080 Ti
264.14
4 GPU
NVIDIA RTX 2080 Ti
578.14

VGG16 (FP16 XLA)

1 GPU
NVIDIA RTX 2080 Ti
324.85
4 GPU
NVIDIA RTX 2080 Ti
926.34

VGG16 (FP32)

1 GPU
NVIDIA RTX 2080 Ti
178.65
4 GPU
NVIDIA RTX 2080 Ti
452.2

VGG16 (FP32 XLA)

1 GPU
NVIDIA RTX 2080 Ti
194.89
4 GPU
NVIDIA RTX 2080 Ti
528.33

3D Rendering Benchmarks

V-Ray

1 GPU
NVIDIA RTX 2080 Ti
345

Octane

1 GPU
NVIDIA RTX 2080 Ti
368

Redshift

1 GPU
NVIDIA RTX 2080 Ti
8.38

Blender

1 GPU
NVIDIA RTX 2080 Ti
142.286

Luxmark

1 GPU
NVIDIA RTX 2080 Ti
33195

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
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