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NVIDIA Quadro RTX 8000 vs NVIDIA Tesla V100

Featured GPUs

Our deep learning and 3d rendering GPU benchmarks will help you decide which NVIDIA RTX 3090, RTX 3080, A6000, A5000, or A4000 is right 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.

Benchmarks

Deep Learning Benchmarks

Resnet50 (FP16)

1 GPU
NVIDIA Quadro RTX 8000
571.49
NVIDIA Tesla V100
706.07
4 GPU
NVIDIA Quadro RTX 8000
1933.29
NVIDIA Tesla V100
2309.02

Resnet50 (FP16 XLA)

1 GPU
NVIDIA Quadro RTX 8000
903.51
NVIDIA Tesla V100
1071.32
4 GPU
NVIDIA Quadro RTX 8000
3084.11
NVIDIA Tesla V100
3562.89

Resnet50 (FP32)

1 GPU
NVIDIA Quadro RTX 8000
369.64
NVIDIA Tesla V100
321.57
4 GPU
NVIDIA Quadro RTX 8000
1180.79
NVIDIA Tesla V100
1141.56

Resnet50 (FP32 XLA)

1 GPU
NVIDIA Quadro RTX 8000
350.23
NVIDIA Tesla V100
351.14
4 GPU
NVIDIA Quadro RTX 8000
1244.23
NVIDIA Tesla V100
1202.04

Resnet152 (FP16)

1 GPU
NVIDIA Quadro RTX 8000
253.91
NVIDIA Tesla V100
308.35
4 GPU
NVIDIA Quadro RTX 8000
882.63
NVIDIA Tesla V100
984.5

Resnet152 (FP16 XLA)

1 GPU
NVIDIA Quadro RTX 8000
355.48
NVIDIA Tesla V100
419.46
4 GPU
NVIDIA Quadro RTX 8000
1213.04
NVIDIA Tesla V100
1412.1

Resnet152 (FP32)

1 GPU
NVIDIA Quadro RTX 8000
130.9
NVIDIA Tesla V100
134.94
4 GPU
NVIDIA Quadro RTX 8000
482.25
NVIDIA Tesla V100
452.05

Resnet152 (FP32 XLA)

1 GPU
NVIDIA Quadro RTX 8000
140.65
NVIDIA Tesla V100
143.28
4 GPU
NVIDIA Quadro RTX 8000
502.4
NVIDIA Tesla V100
519.5

Inception V3 (FP16)

1 GPU
NVIDIA Quadro RTX 8000
350.25
NVIDIA Tesla V100
424.55
4 GPU
NVIDIA Quadro RTX 8000
1247.69
NVIDIA Tesla V100
1490.05

Inception V3 (FP16 XLA)

1 GPU
NVIDIA Quadro RTX 8000
511
NVIDIA Tesla V100
585.31
4 GPU
NVIDIA Quadro RTX 8000
1877.79
NVIDIA Tesla V100
2121.59

Inception V3 (FP32)

1 GPU
NVIDIA Quadro RTX 8000
210.81
NVIDIA Tesla V100
211.08
4 GPU
NVIDIA Quadro RTX 8000
779.33
NVIDIA Tesla V100
785.13

Inception V3 (FP32 XLA)

1 GPU
NVIDIA Quadro RTX 8000
228.5
NVIDIA Tesla V100
228.85
4 GPU
NVIDIA Quadro RTX 8000
847.31
NVIDIA Tesla V100
820.35

Inception V4 (FP16)

1 GPU
NVIDIA Quadro RTX 8000
185.84
NVIDIA Tesla V100
225.21
4 GPU
NVIDIA Quadro RTX 8000
672.85
NVIDIA Tesla V100
816.02

Inception V4 (FP16 XLA)

1 GPU
NVIDIA Quadro RTX 8000
280.98
NVIDIA Tesla V100
318.96
4 GPU
NVIDIA Quadro RTX 8000
1023.63
NVIDIA Tesla V100
1142.94

Inception V4 (FP32)

1 GPU
NVIDIA Quadro RTX 8000
102.88
NVIDIA Tesla V100
102.53
4 GPU
NVIDIA Quadro RTX 8000
387.63
NVIDIA Tesla V100
383.89

Inception V4 (FP32 XLA)

1 GPU
NVIDIA Quadro RTX 8000
109.39
NVIDIA Tesla V100
108.26
4 GPU
NVIDIA Quadro RTX 8000
408.84
NVIDIA Tesla V100
415.26

VGG16 (FP16)

1 GPU
NVIDIA Quadro RTX 8000
349.14
NVIDIA Tesla V100
381.74
4 GPU
NVIDIA Quadro RTX 8000
782.19
NVIDIA Tesla V100
835.56

VGG16 (FP16 XLA)

1 GPU
NVIDIA Quadro RTX 8000
475.88
NVIDIA Tesla V100
469.5
4 GPU
NVIDIA Quadro RTX 8000
1397.85
NVIDIA Tesla V100
1338.8

VGG16 (FP32)

1 GPU
NVIDIA Quadro RTX 8000
190.63
NVIDIA Tesla V100
189.68
4 GPU
NVIDIA Quadro RTX 8000
537.38
NVIDIA Tesla V100
480.12

VGG16 (FP32 XLA)

1 GPU
NVIDIA Quadro RTX 8000
210.58
NVIDIA Tesla V100
206.92
4 GPU
NVIDIA Quadro RTX 8000
624.84
NVIDIA Tesla V100
560.94

3D Rendering Benchmarks

V-Ray

1 GPU
NVIDIA Quadro RTX 8000
373
NVIDIA Tesla V100
505

Octane

1 GPU
NVIDIA Quadro RTX 8000
323
NVIDIA Tesla V100
356

Redshift

1 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA Tesla V100
8.24

Blender

1 GPU
NVIDIA Quadro RTX 8000
176.8825
NVIDIA Tesla V100
185.1995

Luxmark

1 GPU
NVIDIA Quadro RTX 8000
n/a
NVIDIA Tesla V100
35698

Technical Specifications

Board Design

NVIDIA Quadro RTX 8000 NVIDIA Tesla V100
Length 267 mm 267 mm
Outputs 4x DisplayPort, 1x USB Type-C No outputs
Power Connectors 1x 6-pin + 1x 8-pin 2x 8-pin
Slot width Dual-slot Dual-slot
TDP 260 W 250 W

Clock Speeds

NVIDIA Quadro RTX 8000 NVIDIA Tesla V100
Boost Clock 1770 MHz 1380 MHz
GPU Clock 1395 MHz 1230 MHz
Memory Clock 14000 MHz 1752 MHz

Graphics Card

NVIDIA Quadro RTX 8000 NVIDIA Tesla V100
Bus Interface PCIe 3.0 x16 PCIe 3.0 x16
Generation Quadro RTX Tesla (Vxx)

Graphics Features

NVIDIA Quadro RTX 8000 NVIDIA Tesla V100
DirectX 12 Ultimate (12_1) 12 Ultimate (12_1)
OpenCL 2.0 1.2
OpenGL 4.6 4.6
Shader Model 6.5 6.4
CUDA 7.5 7.0

Graphics Processor

NVIDIA Quadro RTX 8000 NVIDIA Tesla V100
Architecture Turing Volta
Die Size 754 mm2 815 mm2
GPU Name TU102-875-A1 GV100
Process Size 12 nm 12 nm
Transistors 18600 million 21100 million

Memory

NVIDIA Quadro RTX 8000 NVIDIA Tesla V100
Bandwidth 672 GB/s 897 GB/s
Memory Bus 384 bit 4096 bit
Memory Size 48 GB 32 GB
Memory Type GDDR6 HBM2

Render Config

NVIDIA Quadro RTX 8000 NVIDIA Tesla V100
ROPs 96 128
RT Cores 72
Shading Units/ CUDA Cores 4608 5120
TMUs 288 320
Tensor Cores 576 640

Theoretical Performance

NVIDIA Quadro RTX 8000 NVIDIA Tesla V100
FP16 (half) performance 32.62 TFLOPS 28.26 TFLOPS
FP32 (float) performance 16.31 TFLOPS 14.13 TFLOPS
FP64 (double) performance 509.8 GFLOPS 7066 GFLOPS
Pixel Rate 169.9 GPixel/s 176.6 GPixel/s
Texture Rate 509.8 GTexel/s 441.6 GTexel/s

Price

NVIDIA Quadro RTX 8000 NVIDIA Tesla V100
MSRP 5499 $ 11459 $
Release Date Aug 13th, 2018 Mar 27th, 2018

Test bench configuration

NVIDIA Quadro RTX 8000 NVIDIA Tesla V100
Hardware BIZON G3000 More details BIZON X5000 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