Intel Gaudi 2 vs NVIDIA GRID A100B

Intel Gaudi 2
NVIDIA GRID A100B
6144 Shaders
96GB HBM2e
550MHz
6912 Shaders
48GB HBM2e
900MHz
Peak AI Performance
865.08 TFLOPS
FP8 Tensor (FP32 Accumulate)
Peak AI Performance
1.59 POPS
INT4 Tensor Sparse
FP32
5.5 TFLOPS
FP32
12.44 TFLOPS
FP16
11 TFLOPS
FP16
49.77 TFLOPS
Form Factor
OAM Module
-
Form Factor
vGPU
-
TDP
600W
TDP
400W
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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
1.59 POPS
INT4 Tensor Sparse
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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
49.77 TFLOPS
199.07 TFLOPS Tensor (FP16 Accumulate)
398.13 TFLOPS Tensor (FP16 Accumulate) Sparse
199.07 TFLOPS Tensor (FP32 Accumulate)
398.13 TFLOPS Tensor (FP32 Accumulate) Sparse
FP32
5.5 TFLOPS
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-
FP32
12.44 TFLOPS
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-
FP64
6.22 TFLOPS
12.44 TFLOPS Tensor
BF16
11 TFLOPS
432.54 TFLOPS Tensor
-
BF16
24.88 TFLOPS
199.07 TFLOPS Tensor
398.13 TFLOPS Tensor Sparse
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TF32
99.53 TFLOPS Tensor
199.07 TFLOPS Tensor Sparse
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INT4
796.26 TOPS Tensor
1.59 POPS Tensor Sparse
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INT8
-
398.13 TOPS Tensor
796.26 TOPS Tensor Sparse
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INT32
12.44 TOPS
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Pixel Fillrate
-
Pixel Fillrate
172.8 GPixel/s
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Texture Fillrate
-
Texture Fillrate
388.8 GTexel/s
Manufacturer
Intel
Manufacturer
NVIDIA
Chip Designer
Intel
Chip Designer
NVIDIA
Architecture
Gaudi 2
Architecture
Ampere
Family
Gaudi
Family
GRID
Codename
Gaudi 2
HL-2080
Variant
HL-2080
Codename
NV170
GA100
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-
Market Segment
Server
Market Segment
Server
Release Date
5/1/2022
Release Date
5/14/2020
Foundry
TSMC
-
Foundry
TSMC
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Fabrication Node
N7
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Fabrication Node
7N
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-
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Die Size
826 mm²
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Transistor Count
54.2 Billion
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Transistor Density
65.62M/mm²
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Form
OAM Module
Form
vGPU
Shading Units
6144 Shaders
-
Shading Units
6912 Shaders
-
Texture Mapping Units
-
Texture Mapping Units
432 TMUs
Render Output Units
-
Render Output Units
192 ROPs
Tensor Cores
24 T-Cores
Tensor Cores
432 T-Cores
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Streaming Multiprocessors
108 SMs
Compute Units
2 CUs
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550MHz
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900MHz
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L1
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Unknown
L1
64KB/SM Tex
192KB/SM
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-
L2
Unknown
L2
40MB Shared
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96GB
HBM2e
ECC
48GB
HBM2e
-
Bus Width
6144Bit
Bus Width
6144Bit
Clock
1596MHz
Transfer Rate
3.2GT/s
Bandwidth
2451.5GB/s
Clock
1215MHz
Transfer Rate
2.4GT/s
Bandwidth
1866.2GB/s
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eSRAM
48MB
6400GB/s
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TDP
600W
TDP
400W
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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
-
-
-
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
-
No Encoders
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No Decoders
Model
5x NVDEC 4
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Codec
MPEG-1
MPEG-2
MPEG-4
-
VC-1
VP8
VP9
-
AVC (H.264)
HEVC (H.265)
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-
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OpenCL
3.0
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OpenCL
3.0
Vulkan
1.2
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-
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CUDA
8.0
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-
PureVideo HD
VP10
VDPAU
Feature Set J
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
4.0
PCIe Lanes
16
Multi GPU Support
Supported
Type
RoCE
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NVIDIA GRID A100B NVIDIA GRID A100A
NVIDIA GRID A100B vs NVIDIA GRID A100A
Change Comparison