AMD Instinct MI100 vs NVIDIA T40

AMD Instinct MI100
NVIDIA T40
7680 Shaders
32GB HBM2
1502MHz
4608 Shaders
24GB GDDR6
1560MHz
Peak AI Performance
184.57 TFLOPS
FP16 Tensor (FP16 Accumulate)
Peak AI Performance
460.06 TOPS
INT4 Tensor
FP32
23.07 TFLOPS
FP32
14.38 TFLOPS
FP16
46.14 TFLOPS
FP16
28.75 TFLOPS
Form Factor
PCIe Card
2.0-Slots
Form Factor
PCIe Card
1.0-Slots
TDP
300W
TDP
150W
Power Connectors
-
2x 8-Pin
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Power Connectors
1x 6-Pin
1x 8-Pin
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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
184.57 TFLOPS
FP16 Tensor (FP16 Accumulate)
Peak AI Performance
460.06 TOPS
INT4 Tensor
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FP16
46.14 TFLOPS
184.57 TFLOPS Tensor (FP16 Accumulate)
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184.57 TFLOPS Tensor (FP32 Accumulate)
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FP16
28.75 TFLOPS
115.02 TFLOPS Tensor (FP16 Accumulate)
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115.02 TFLOPS Tensor (FP32 Accumulate)
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FP32
23.07 TFLOPS
46.14 TFLOPS Tensor
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FP32
14.38 TFLOPS
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FP64
11.54 TFLOPS
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FP64
450 GFLOPS
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BF16
-
92.28 TFLOPS Tensor
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INT4
92.28 TOPS Tensor
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INT4
460.06 TOPS Tensor
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INT8
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92.28 TOPS Tensor
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INT8
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230.03 TOPS Tensor
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Ray Tracing
56.2 TOPS
Pixel Fillrate
-
Pixel Fillrate
149.76 GPixel/s
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Texture Fillrate
720.96 GTexel/s
Texture Fillrate
449.28 GTexel/s
Manufacturer
AMD
Manufacturer
NVIDIA
Chip Designer
AMD
Chip Designer
NVIDIA
Architecture
CDNA 1
Architecture
Turing
Family
Instinct
Family
Server
Codename
Arcturus
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Variant
Arcturus XL
Codename
NV162
TU102
Variant
TU102-890-KCD-A1
Market Segment
Server
Market Segment
Server
Release Date
11/16/2020
Release Date
9/13/2018
Foundry
TSMC
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Foundry
TSMC
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Fabrication Node
N7
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Fabrication Node
12FFN
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Die Size
750 mm²
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Die Size
754 mm²
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Transistor Count
25.6 Billion
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Transistor Count
18.6 Billion
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Transistor Density
34.13M/mm²
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Transistor Density
24.67M/mm²
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Form
PCIe Card
Form
PCIe Card
Shading Units
7680 Shaders
-
Shading Units
4608 Shaders
-
Texture Mapping Units
480 TMUs
Texture Mapping Units
288 TMUs
Render Output Units
-
Render Output Units
96 ROPs
Tensor Cores
480 T-Cores
Tensor Cores
576 T-Cores
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Ray-Tracing Cores
72 RT-Cores
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Streaming Multiprocessors
72 SMs
Compute Units
120 CUs
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1000MHz Base
1502MHz
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1305MHz Base
1560MHz
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L1
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16KB/CU
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L1
32KB/SM Tex
64KB/SM
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L2
8MB Shared
L2
6MB Shared
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32GB
HBM2
ECC
24GB
GDDR6
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Bus Width
4096Bit
Bus Width
384Bit
Clock
1200MHz
Transfer Rate
2.4GT/s
Bandwidth
1228.8GB/s
Clock
1625MHz
Transfer Rate
13GT/s
Bandwidth
624GB/s
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TDP
300W
TDP
150W
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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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Model
VCN 2.5
Model
NVENC 7
Codec
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AVC (H.264)
HEVC (H.265)
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Codec
-
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AVC (H.264)
HEVC (H.265)
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Model
VCN 2.5
Model
NVDEC 4
Codec
MPEG-1
MPEG-2
MPEG-4
JPEG
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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Codec
MPEG-1
MPEG-2
MPEG-4
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VC-1
VP8
VP9
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AVC (H.264)
HEVC (H.265)
-
-
-
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Direct X
12
Direct 3D
12_2
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OpenCL
2.1
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OpenGL
4.6
OpenCL
3.0
Vulkan
1.2
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GFX
9.4
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Shader Model
6.6
CUDA
7.5
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PureVideo HD
VP10
VDPAU
Feature Set J
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Power Connectors
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2x 8-Pin
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Power Connectors
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1x 6-Pin
1x 8-Pin
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Slots Required
2.0
PCIe Version
4.0
PCIe Lanes
16
Slots Required
1.0
PCIe Version
3.0
PCIe Lanes
16
Multi GPU Support
Supported
Type
Infinity Fabric
Multi GPU Support
Supported
Type
NVLink
Height
111 mm (4.37 in)
Width
267 mm (10.51 in)
Depth
37 mm (1.46 in)
Height
111 mm (4.37 in)
Width
267 mm (10.51 in)
Depth
20 mm (0.79 in)
Change Comparison