Intel Gaudi vs NVIDIA T40
Intel Gaudi
NVIDIA T40
|
2048 Shaders
32GB HBM2
610MHz
|
4608 Shaders
24GB GDDR6
1560MHz
|
|
Peak AI Performance
159.91 TFLOPS
BF16 Tensor
|
Peak AI Performance
460.06 TOPS
INT4 Tensor
|
|
-
-
|
FP32
14.38 TFLOPS
|
|
-
-
|
FP16
28.75 TFLOPS
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Form Factor
OAM Module
-
|
Form Factor
PCIe Card
1.0-Slots
|
|
TDP
350W
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TDP
150W
|
|
-
-
-
-
-
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Power Connectors
1x 6-Pin
1x 8-Pin
-
-
|
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GB6 OpenCL N/A
0%
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GB6 OpenCL N/A
0%
|
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GB6 Metal N/A
0%
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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
159.91 TFLOPS
BF16 Tensor
|
Peak AI
Performance
460.06 TOPS
INT4 Tensor
|
|
-
-
-
|
-
-
-
|
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-
-
-
-
-
-
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-
-
-
-
-
-
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-
-
-
-
-
-
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FP16
28.75 TFLOPS
115.02 TFLOPS
Tensor (FP16 Accumulate)
-
115.02 TFLOPS
Tensor (FP32 Accumulate)
-
|
|
-
-
-
-
|
FP32
14.38 TFLOPS
-
-
|
|
-
-
-
|
FP64
450 GFLOPS
-
|
|
BF16
-
159.91 TFLOPS
Tensor
-
|
-
-
-
-
|
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-
-
-
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-
-
-
|
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-
-
-
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INT4
460.06 TOPS
Tensor
-
|
|
-
-
-
-
|
INT8
-
230.03 TOPS
Tensor
-
|
|
-
-
|
-
-
|
|
-
-
|
Ray Tracing
56.2 TOPS
|
|
Pixel
Fillrate
-
|
Pixel
Fillrate
149.76 GPixel/s
|
|
-
-
|
-
-
|
|
Texture
Fillrate
-
|
Texture
Fillrate
449.28 GTexel/s
|
|
Manufacturer
Intel
|
Manufacturer
NVIDIA
|
|
Chip Designer
Intel
|
Chip Designer
NVIDIA
|
|
Architecture
Gaudi
|
Architecture
Turing
|
|
Family
Gaudi
|
Family
Server
|
|
Codename
Gaudi
HL-2000
Variant
HL-2000
|
Codename
NV162
TU102
Variant
TU102-890-KCD-A1
|
|
Market Segment
Server
|
Market Segment
Server
|
|
Release Date
6/17/2019
|
Release Date
9/13/2018
|
|
Foundry
TSMC
-
|
Foundry
TSMC
-
|
|
Fabrication Node
16FF
-
|
Fabrication Node
12FFN
-
|
|
-
-
-
|
Die Size
754 mm²
-
|
|
-
-
|
Transistor Count
18.6 Billion
-
|
|
-
-
-
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Transistor Density
24.67M/mm²
-
|
|
Form
OAM Module
|
Form
PCIe Card
|
|
Shading Units
2048 Shaders
-
|
Shading Units
4608 Shaders
-
|
|
Texture Mapping Units
-
|
Texture Mapping Units
288 TMUs
|
|
Render Output Units
-
|
Render Output Units
96 ROPs
|
|
Tensor Cores
8 T-Cores
|
Tensor Cores
576 T-Cores
|
|
-
-
|
Ray-Tracing Cores
72 RT-Cores
|
|
-
-
|
Streaming Multiprocessors
72 SMs
|
|
Compute Units
1 CU
|
-
-
|
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-
-
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-
-
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-
-
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-
-
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-
-
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610MHz
|
-
-
1305MHz Base
1560MHz
|
|
-
-
|
-
-
|
|
L1
-
-
-
Unknown
|
L1
32KB/SM Tex
64KB/SM
-
-
|
|
L2
Unknown
|
L2
6MB Shared
|
|
-
-
-
|
-
-
-
|
|
32GB
HBM2
ECC
|
24GB
GDDR6
-
|
|
Bus Width
4096Bit
|
Bus Width
384Bit
|
|
Clock
980MHz
Transfer Rate
2GT/s
Bandwidth
1003.5GB/s
|
Clock
1625MHz
Transfer Rate
13GT/s
Bandwidth
624GB/s
|
|
-
-
-
-
eSRAM
24MB
3200GB/s
-
-
|
-
-
-
-
-
-
-
-
-
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TDP
350W
|
TDP
150W
|
|
-
-
|
-
-
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-
-
-
-
-
-
-
-
-
-
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-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
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-
-
-
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No Ports
|
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
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-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
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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
|
|
-
-
|
-
-
|
|
No Encoders
-
|
Model
NVENC 7
|
|
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
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Codec
-
-
-
-
-
-
-
-
AVC (H.264)
HEVC (H.265)
-
-
-
-
|
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No Decoders
|
Model
NVDEC 4
|
|
-
-
-
-
-
-
-
-
-
-
-
-
-
-
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Codec
MPEG-1
MPEG-2
MPEG-4
-
VC-1
VP8
VP9
-
AVC (H.264)
HEVC (H.265)
-
-
-
-
|
|
-
-
-
-
|
Direct X
12
Direct 3D
12_2
|
|
-
-
OpenCL
3.0
-
-
|
OpenGL
4.6
OpenCL
3.0
Vulkan
1.2
|
|
-
-
-
-
-
-
-
-
-
-
|
Shader Model
6.6
CUDA
7.5
-
-
PureVideo HD
VP10
VDPAU
Feature Set J
|
|
Not a Card
-
-
-
|
-
-
-
-
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-
-
-
-
-
-
-
-
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Power Connectors
-
-
1x 6-Pin
1x 8-Pin
-
-
-
|
|
-
-
PCIe Version
4.0
PCIe Lanes
16
|
Slots Required
1.0
PCIe Version
3.0
PCIe Lanes
16
|
|
Multi GPU Support
Supported
Type
RoCE
|
Multi GPU Support
Supported
Type
NVLink
|
|
-
-
-
-
-
-
|
Height
111 mm (4.37 in)
Width
267 mm (10.51 in)
Depth
20 mm (0.79 in)
|
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