Home GPU Comparison NVIDIA Tesla V100 SXM2 16 GB vs AMD Radeon Instinct MI8

NVIDIA Tesla V100 SXM2 16 GB vs AMD Radeon Instinct MI8

We compared two Professional market GPUs: 16GB VRAM Tesla V100 SXM2 16 GB and 4GB VRAM Radeon Instinct MI8 to see which GPU has better performance in key specifications, benchmark tests, power consumption, etc.

Main Differences

NVIDIA Tesla V100 SXM2 16 GB 's Advantages
Released 2 years and 11 months late
Boost Clock1597MHz
More VRAM (16GB vs 4GB)
Larger VRAM bandwidth (1133GB/s vs 512.0GB/s)
1024 additional rendering cores
AMD Radeon Instinct MI8 's Advantages
Lower TDP (175W vs 250W)

Score

Benchmark

FP32 (float)
Tesla V100 SXM2 16 GB +99%
16.35 TFLOPS
Radeon Instinct MI8
8.192 TFLOPS
VS

Graphics Card

Nov 2019
Release Date
Dec 2016
Tesla
Generation
Radeon Instinct
Professional
Type
Professional
PCIe 3.0 x16
Bus Interface
PCIe 3.0 x16

Clock Speeds

1245 MHz
Base Clock
-
1597 MHz
Boost Clock
-
1106 MHz
Memory Clock
500 MHz

Memory

16GB
Memory Size
4GB
HBM2
Memory Type
HBM
4096bit
Memory Bus
4096bit
1133GB/s
Bandwidth
512.0GB/s

Render Config

-
Compute Units
64
80
SM Count
-
5120
Shading Units
4096
320
TMUs
256
128
ROPs
64
640
Tensor Cores
-
-
-
-
128 KB (per SM)
L1 Cache
16 KB (per CU)
6 MB
L2 Cache
2 MB
-
-
-

Theoretical Performance

204.4 GPixel/s
Pixel Rate
64.00 GPixel/s
511.0 GTexel/s
Texture Rate
256.0 GTexel/s
32.71 TFLOPS
FP16 (half)
8.192 TFLOPS
16.35 TFLOPS
FP32 (float)
8.192 TFLOPS
8.177 TFLOPS
FP64 (double)
512.0 GFLOPS

Board Design

250W
TDP
175W
600 W
Suggested PSU
450 W
No outputs
Outputs
No outputs
None
Power Connectors
1x 8-pin

Graphics Processor

GV100
GPU Name
Fiji
-
GPU Variant
Fiji XT CA (215-0862120)
Volta
Architecture
GCN 3.0
TSMC
Foundry
TSMC
12 nm
Process Size
28 nm
21.1 billion
Transistors
8.9 billion
815 mm²
Die Size
596 mm²

Graphics Features

12 (12_1)
DirectX
12 (12_0)
4.6
OpenGL
4.6
3.0
OpenCL
2.1
1.3
Vulkan
1.2.170
7.0
CUDA
-
6.6
Shader Model
6.5

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