NVIDIA H100 vs AMD Instinct MI100

NVIDIA H100
AMD Instinct MI100
14592 Shaders
80GB HBM2e
1755MHz
7680 Shaders
32GB HBM2
1502MHz
Peak AI Performance
3.03 POPS
INT8 Tensor Sparse
Peak AI Performance
184.57 TFLOPS
FP16 Tensor (FP16 Accumulate)
FP32
51.22 TFLOPS
FP32
23.07 TFLOPS
FP16
102.44 TFLOPS
FP16
46.14 TFLOPS
Form Factor
PCIe Card
2.0-Slots
Form Factor
PCIe Card
2.0-Slots
TDP
350W
TDP
300W
Power Connectors
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1x 16-Pin 12VHPWR
Power Connectors
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2x 8-Pin
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GB6 Metal N/A
0%
GB6 Metal 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
3.03 POPS
INT8 Tensor Sparse
Peak AI Performance
184.57 TFLOPS
FP16 Tensor (FP16 Accumulate)
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FP8
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1.51 PFLOPS Tensor (FP16 Accumulate)
3.03 PFLOPS Tensor (FP16 Accumulate) Sparse
1.51 PFLOPS Tensor (FP32 Accumulate)
3.03 PFLOPS Tensor (FP32 Accumulate) Sparse
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FP16
102.44 TFLOPS
756.45 TFLOPS Tensor (FP16 Accumulate)
1.51 PFLOPS Tensor (FP16 Accumulate) Sparse
756.45 TFLOPS Tensor (FP32 Accumulate)
1.51 PFLOPS Tensor (FP32 Accumulate) Sparse
FP16
46.14 TFLOPS
184.57 TFLOPS Tensor (FP16 Accumulate)
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184.57 TFLOPS Tensor (FP32 Accumulate)
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FP32
51.22 TFLOPS
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FP32
23.07 TFLOPS
46.14 TFLOPS Tensor
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FP64
25.61 TFLOPS
47.28 TFLOPS Tensor
FP64
11.54 TFLOPS
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BF16
102.44 TFLOPS
756.45 TFLOPS Tensor
1.51 PFLOPS Tensor Sparse
BF16
-
92.28 TFLOPS Tensor
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TF32
378.23 TFLOPS Tensor
756.45 TFLOPS Tensor Sparse
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INT4
92.28 TOPS Tensor
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INT8
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1.51 POPS Tensor
3.03 POPS Tensor Sparse
INT8
-
92.28 TOPS Tensor
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INT32
25.61 TOPS
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Pixel Fillrate
42.12 GPixel/s
Pixel Fillrate
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Texture Fillrate
800.28 GTexel/s
Texture Fillrate
720.96 GTexel/s
Manufacturer
NVIDIA
Manufacturer
AMD
Chip Designer
NVIDIA
Chip Designer
AMD
Architecture
Hopper
Architecture
CDNA 1
Family
Server
Family
Instinct
Codename
NV180
GH100
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-
Codename
Arcturus
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Variant
Arcturus XL
Market Segment
Server
Market Segment
Server
Release Date
3/22/2022
Release Date
11/16/2020
Foundry
TSMC
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Foundry
TSMC
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Fabrication Node
4N
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Fabrication Node
N7
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Die Size
814 mm²
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Die Size
750 mm²
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Transistor Count
80 Billion
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Transistor Count
25.6 Billion
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Transistor Density
98.28M/mm²
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Transistor Density
34.13M/mm²
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Form
PCIe Card
Form
PCIe Card
Shading Units
14592 Shaders
-
Shading Units
7680 Shaders
-
Texture Mapping Units
456 TMUs
Texture Mapping Units
480 TMUs
Render Output Units
24 ROPs
Render Output Units
-
Tensor Cores
456 T-Cores
Tensor Cores
480 T-Cores
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Streaming Multiprocessors
114 SMs
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Compute Units
120 CUs
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1620MHz Tensor
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1065MHz Base
1755MHz
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1000MHz Base
1502MHz
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L1
64KB/SM Tex
256KB/SM
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L1
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16KB/CU
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L2
50MB Shared
L2
8MB Shared
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80GB
HBM2e
-
32GB
HBM2
ECC
Bus Width
5120Bit
Bus Width
4096Bit
Clock
1593MHz
Transfer Rate
3.2GT/s
Bandwidth
2039GB/s
Clock
1200MHz
Transfer Rate
2.4GT/s
Bandwidth
1228.8GB/s
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TDP
350W
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
G-Sync
FreeSync
-
Variable Refresh Rate
-
-
-
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
-
Model
VCN 2.5
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Codec
-
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AVC (H.264)
HEVC (H.265)
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-
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Model
7x NVDEC 5
Model
VCN 2.5
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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AV1
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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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OpenCL
3.0
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OpenCL
2.1
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CUDA
9.0
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PureVideo HD
VP11
VDPAU
Feature Set K
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GFX
9.4
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Power Connectors
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1x 16-Pin 12VHPWR
Power Connectors
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2x 8-Pin
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Slots Required
2.0
PCIe Version
5.0
PCIe Lanes
16
Slots Required
2.0
PCIe Version
4.0
PCIe Lanes
16
Multi GPU Support
Supported
Type
NVLink
Multi GPU Support
Supported
Type
Infinity Fabric
Height
111 mm (4.37 in)
Width
268 mm (10.55 in)
Depth
40 mm (1.57 in)
Height
111 mm (4.37 in)
Width
267 mm (10.51 in)
Depth
37 mm (1.46 in)
Change Comparison