Intel Gaudi 2 vs NVIDIA V100 SXM 16GB

Intel Gaudi 2
NVIDIA V100 SXM 16GB
6144 Shaders
96GB HBM2e
550MHz
5120 Shaders
16GB HBM2
1530MHz
Peak AI Performance
865.08 TFLOPS
FP8 Tensor (FP32 Accumulate)
Peak AI Performance
125.34 TFLOPS
FP16 Tensor (FP16 Accumulate)
FP32
5.5 TFLOPS
FP32
15.67 TFLOPS
FP16
11 TFLOPS
FP16
31.33 TFLOPS
Form Factor
OAM Module
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Form Factor
SXM2
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TDP
600W
TDP
300W
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GB6 OpenCL N/A
0%
GB6 OpenCL N/A
0%
GB6 Metal N/A
0%
GB6 Metal N/A
0%
GB6 Vulkan N/A
0%
GB6 Vulkan N/A
0%
GB5 OpenCL N/A
0%
GB5 OpenCL N/A
0%
GB5 CUDA N/A
0%
GB5 CUDA N/A
0%
GB5 Metal N/A
0%
GB5 Metal N/A
0%
GB5 Vulkan N/A
0%
GB5 Vulkan N/A
0%
OCT 2020.1 N/A
0%
OCT 2020.1 N/A
0%
OCT Metal N/A
0%
OCT Metal N/A
0%
Peak AI Performance
865.08 TFLOPS
FP8 Tensor (FP32 Accumulate)
Peak AI Performance
125.34 TFLOPS
FP16 Tensor (FP16 Accumulate)
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FP8
-
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865.08 TFLOPS Tensor (FP32 Accumulate)
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FP16
11 TFLOPS
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FP16
31.33 TFLOPS
125.34 TFLOPS Tensor (FP16 Accumulate)
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FP32
5.5 TFLOPS
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FP32
15.67 TFLOPS
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FP64
7.83 TFLOPS
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BF16
11 TFLOPS
432.54 TFLOPS Tensor
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INT8
62.67 TOPS
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INT32
15.67 TOPS
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Pixel Fillrate
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Pixel Fillrate
195.84 GPixel/s
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Texture Fillrate
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Texture Fillrate
489.6 GTexel/s
Manufacturer
Intel
Manufacturer
NVIDIA
Chip Designer
Intel
Chip Designer
NVIDIA
Architecture
Gaudi 2
Architecture
Volta
Family
Gaudi
Family
Server
Codename
Gaudi 2
HL-2080
Variant
HL-2080
Codename
NV140
GV100
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-
Market Segment
Server
Market Segment
Server
Release Date
5/1/2022
Release Date
3/27/2018
Foundry
TSMC
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Foundry
TSMC
-
Fabrication Node
N7
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Fabrication Node
12FFN
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Die Size
815 mm²
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Transistor Count
21.1 Billion
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Transistor Density
25.89M/mm²
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Form
OAM Module
Form
SXM2
Shading Units
6144 Shaders
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Shading Units
5120 Shaders
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Texture Mapping Units
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Texture Mapping Units
320 TMUs
Render Output Units
-
Render Output Units
128 ROPs
Tensor Cores
24 T-Cores
Tensor Cores
640 T-Cores
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Streaming Multiprocessors
80 SMs
Compute Units
2 CUs
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Graphics Processing Clusters
6 GPCs
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550MHz
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1312MHz Base
1530MHz
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L1
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Unknown
L1
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128KB/SM
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L2
Unknown
L2
6MB Shared
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96GB
HBM2e
ECC
16GB
HBM2
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Bus Width
6144Bit
Bus Width
4096Bit
Clock
1596MHz
Transfer Rate
3.2GT/s
Bandwidth
2451.5GB/s
Clock
875MHz
Transfer Rate
1.8GT/s
Bandwidth
896GB/s
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eSRAM
48MB
6400GB/s
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TDP
600W
TDP
300W
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No Ports
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No Ports
Max Resolution
Unknown
Max Resolution
Unknown
Max Resolution Refresh Rate
-
Max Resolution Refresh Rate
-
Variable Refresh Rate
-
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Variable Refresh Rate
G-Sync
FreeSync
-
Display Stream Compression (DSC)
Not Supported
Display Stream Compression (DSC)
Not Supported
Multi Monitor Support
Unknown
Multi Monitor Support
Unknown
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No Encoders
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Model
3x NVENC 5
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Codec
-
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AVC (H.264)
HEVC (H.265)
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No Decoders
Model
NVDEC 3
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Codec
MPEG-1
MPEG-2
MPEG-4
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VC-1
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VP9
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AVC (H.264)
HEVC (H.265)
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-
-
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Direct X
12
Direct 3D
12_1
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OpenCL
3.0
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OpenGL
4.6
OpenCL
3.0
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Shader Model
6.7
CUDA
7.0
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PureVideo HD
VP9
VDPAU
Feature Set I
Not a Card
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Not a Card
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PCIe Version
4.0
PCIe Lanes
16
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PCIe Version
3.0
PCIe Lanes
16
Multi GPU Support
Supported
Type
RoCE
Multi GPU Support
Supported
Type
NVLink
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Change Comparison