NVIDIA TITAN V vs AMD Radeon RX Vega 56

NVIDIA TITAN V $2,999
AMD Radeon RX Vega 56 $399
5120 Shaders
12GB HBM2
1455MHz
3584 Shaders
8GB HBM2
1471MHz
Peak AI Performance
119.19 TFLOPS
FP16 Tensor (FP16 Accumulate)
Peak AI Performance
21.09 TFLOPS
FP16
FP32
14.9 TFLOPS
FP32
10.54 TFLOPS
FP16
29.8 TFLOPS
FP16
21.09 TFLOPS
Form Factor
PCIe Card
2.0-Slots
Form Factor
PCIe Card
2.0-Slots
TDP
250W
TDP
210W
Power Connectors
1x 6-Pin
1x 8-Pin
Power Connectors
-
2x 8-Pin

Peak AI Performance

  • 5.65x faster vs Radeon RX Vega 56
  • 82% slower vs TITAN V
TITAN V - 119.19 TFLOPS FP16 Tensor (FP16 Accumulate)
x5.65
Radeon RX Vega 56 - 21.09 TFLOPS FP16
x1

FP32

  • 41% faster vs Radeon RX Vega 56
  • 29% slower vs TITAN V
TITAN V - 14.9 TFLOPS FP32
x1.41
Radeon RX Vega 56 - 10.54 TFLOPS FP32
x1

FP16

  • 41% faster vs Radeon RX Vega 56
  • 29% slower vs TITAN V
TITAN V - 29.8 TFLOPS FP16
x1.41
Radeon RX Vega 56 - 21.09 TFLOPS FP16
x1
  • 59% faster vs Radeon RX Vega 56
  • 37% slower vs TITAN V
TITAN V - 652.8GB/s
x1.59
Radeon RX Vega 56 - 409.6GB/s
x1
  • 19% higher vs Radeon RX Vega 56
  • 16% lower vs TITAN V
TITAN V - 250W
x1.19
Radeon RX Vega 56 - 210W
x1
  • 3.25x faster vs Radeon RX Vega 56
  • 69% slower vs TITAN V
TITAN V - GB6 OpenCL 151,545
x3.25
Radeon RX Vega 56 - GB6 OpenCL 46,565
x1
GB6 Metal N/A
0%
GB6 Vulkan N/A
0%
Manufacturer
NVIDIA
Manufacturer
AMD
Chip Designer
NVIDIA
Chip Designer
AMD
Architecture
Volta
Architecture
GCN 5
Family
GeForce 10
Family
Radeon RX Vega
Codename
NV140
GV100
Variant
GV100-400-A1
Codename
Greenland
Vega 10
Variant
Vega 10 XL
Market Segment
Desktop
Market Segment
Desktop
Release Date
12/7/2017
Release Date
8/28/2017
Foundry
TSMC
Foundry
GlobalFoundries
Fabrication Node
12FFN
Fabrication Node
14LPP
Die Size
815 mm²
Die Size
486 mm²
Transistor Count
21.1 Billion
Transistor Count
12.5 Billion
Transistor Density
25.89M/mm²
Transistor Density
25.72M/mm²
Form
PCIe Card
Form
PCIe Card
Shading Units
5120 Shaders
Shading Units
3584 Shaders
Texture Mapping Units
320 TMUs
Texture Mapping Units
224 TMUs
Render Output Units
96 ROPs
Render Output Units
64 ROPs
Tensor Cores
640 T-Cores
-
-
Streaming Multiprocessors
80 SMs
-
-
-
-
Compute Units
56 CUs
Graphics Processing Clusters
6 GPCs
-
-
1200MHz Base
1455MHz
1156MHz Base
1471MHz
Peak AI Performance
119.19 TFLOPS
FP16 Tensor (FP16 Accumulate)
Peak AI Performance
21.09 TFLOPS
FP16
FP16
29.8 TFLOPS
119.19 TFLOPS Tensor (FP16 Accumulate)
119.19 TFLOPS Tensor (FP32 Accumulate)
FP16
21.09 TFLOPS
-
-
FP32
14.9 TFLOPS
FP32
10.54 TFLOPS
FP64
7.45 TFLOPS
FP64
660 GFLOPS
INT8
59.6 TOPS
-
-
INT32
14.9 TOPS
-
-
Pixel Fillrate
139.68 GPixel/s
Pixel Fillrate
94.144 GPixel/s
Texture Fillrate
465.6 GTexel/s
Texture Fillrate
329.504 GTexel/s
L1
128KB/SM
-
L1
-
16KB/CU
L2
4.5MB Shared
L2
4MB Shared
12GB
HBM2
8GB
HBM2
Bus Width
3072Bit
Bus Width
2048Bit
Clock
850MHz
Transfer Rate
1.7GT/s
Bandwidth
652.8GB/s
Clock
800MHz
Transfer Rate
1.6GT/s
Bandwidth
409.6GB/s
TDP
250W
TDP
210W
3x DisplayPort 1.4
1x HDMI 2.0
3x DisplayPort 1.4
1x HDMI 2.0
Max Resolution
7680x4320
Max Resolution
7680x4320
Max Resolution Refresh Rate
30Hz
Max Resolution Refresh Rate
60Hz
Variable Refresh Rate
G-Sync
FreeSync
Variable Refresh Rate
-
FreeSync
Display Stream Compression (DSC)
Not Supported
Display Stream Compression (DSC)
Not Supported
Multi Monitor Support
3
Multi Monitor Support
3
-
-
Content Protection
HDCP 2.2
Model
3x NVENC 5
Model
VCE 4.0
Codec
AVC (H.264)
HEVC (H.265)
Codec
AVC (H.264)
HEVC (H.265)
Model
NVDEC 3
Model
UVD 7.0
Codec
MPEG-1
MPEG-2
MPEG-4
-
VC-1
VP9
AVC (H.264)
HEVC (H.265)
Codec
MPEG-1
MPEG-2
MPEG-4
JPEG
VC-1
-
AVC (H.264)
HEVC (H.265)
Direct X
12
Direct 3D
12_1
Direct X
12
Direct 3D
12_1
OpenGL
4.6
OpenCL
3.0
-
-
OpenGL
4.6
OpenCL
2.1
Vulkan
1.3
Shader Model
6.7
CUDA
7.0
-
-
PureVideo HD
VP9
VDPAU
Feature Set I
Shader Model
6.7
-
-
GFX
9
-
-
-
-
1x Fan
1x Fan
Power Connectors
1x 6-Pin
1x 8-Pin
Power Connectors
-
2x 8-Pin
Slots Required
2.0
PCIe Version
3.0
PCIe Lanes
16
Slots Required
2.0
PCIe Version
3.0
PCIe Lanes
16
-
-
-
-
Multi GPU Support
Supported
Type
CrossFire XDMA
Height
112 mm (4.41 in)
Width
267 mm (10.51 in)
Depth
40 mm (1.57 in)
Height
111 mm (4.37 in)
Width
280 mm (11.02 in)
Depth
40 mm (1.57 in)
Change Comparison