NVIDIA H100 vs NVIDIA A10

NVIDIA H100
NVIDIA A10
14592 Shaders
80GB HBM2e
1755MHz
9216 Shaders
24GB GDDR6
1695MHz
Peak AI Performance
3.03 POPS
INT8 Tensor Sparse
Peak AI Performance
999.75 TOPS
INT4 Tensor Sparse
FP32
51.22 TFLOPS
FP32
31.24 TFLOPS
FP16
102.44 TFLOPS
FP16
31.24 TFLOPS
Form Factor
PCIe Card
2.0-Slots
Form Factor
PCIe Card
1.0-Slots
TDP
350W
TDP
150W
Power Connectors
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1x 16-Pin 12VHPWR
Power Connectors
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1x 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
999.75 TOPS
INT4 Tensor Sparse
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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
31.24 TFLOPS
124.97 TFLOPS Tensor (FP16 Accumulate)
249.94 TFLOPS Tensor (FP16 Accumulate) Sparse
124.97 TFLOPS Tensor (FP32 Accumulate)
249.94 TFLOPS Tensor (FP32 Accumulate) Sparse
FP32
51.22 TFLOPS
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FP32
31.24 TFLOPS
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FP64
25.61 TFLOPS
47.28 TFLOPS Tensor
FP64
490 GFLOPS
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BF16
102.44 TFLOPS
756.45 TFLOPS Tensor
1.51 PFLOPS Tensor Sparse
BF16
31.24 TFLOPS
124.97 TFLOPS Tensor
249.94 TFLOPS Tensor Sparse
TF32
378.23 TFLOPS Tensor
756.45 TFLOPS Tensor Sparse
TF32
62.48 TFLOPS Tensor
124.97 TFLOPS Tensor Sparse
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INT4
499.88 TOPS Tensor
999.75 TOPS Tensor Sparse
INT8
-
1.51 POPS Tensor
3.03 POPS Tensor Sparse
INT8
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249.94 TOPS Tensor
499.88 TOPS Tensor Sparse
INT32
25.61 TOPS
INT32
15.62 TOPS
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Ray Tracing
61 TOPS
Pixel Fillrate
42.12 GPixel/s
Pixel Fillrate
162.72 GPixel/s
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Texture Fillrate
800.28 GTexel/s
Texture Fillrate
488.16 GTexel/s
Manufacturer
NVIDIA
Manufacturer
NVIDIA
Chip Designer
NVIDIA
Chip Designer
NVIDIA
Architecture
Hopper
Architecture
Ampere
Family
Server
Family
Server
Codename
NV180
GH100
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-
Codename
NV172
GA102
Variant
GA102-890-A1
Market Segment
Server
Market Segment
Server
Release Date
3/22/2022
Release Date
4/12/2021
Foundry
TSMC
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Foundry
Samsung
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Fabrication Node
4N
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Fabrication Node
8N
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Die Size
814 mm²
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Die Size
628 mm²
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Transistor Count
80 Billion
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Transistor Count
28.3 Billion
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Transistor Density
98.28M/mm²
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Transistor Density
45.04M/mm²
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Form
PCIe Card
Form
PCIe Card
Shading Units
14592 Shaders
-
Shading Units
9216 Shaders
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Texture Mapping Units
456 TMUs
Texture Mapping Units
288 TMUs
Render Output Units
24 ROPs
Render Output Units
96 ROPs
Tensor Cores
456 T-Cores
Tensor Cores
288 T-Cores
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Ray-Tracing Cores
72 RT-Cores
Streaming Multiprocessors
114 SMs
Streaming Multiprocessors
72 SMs
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1620MHz Tensor
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1065MHz Base
1755MHz
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885MHz Base
1695MHz
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L1
64KB/SM Tex
256KB/SM
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L1
64KB/SM Tex
128KB/SM
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L2
50MB Shared
L2
6MB Shared
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80GB
HBM2e
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24GB
GDDR6
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Bus Width
5120Bit
Bus Width
384Bit
Clock
1593MHz
Transfer Rate
3.2GT/s
Bandwidth
2039GB/s
Clock
782MHz
Transfer Rate
6.3GT/s
Bandwidth
300.1GB/s
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TDP
350W
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
G-Sync
FreeSync
-
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
-
Model
NVENC 7
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Codec
-
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AVC (H.264)
HEVC (H.265)
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Model
7x NVDEC 5
Model
NVDEC 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
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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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Direct X
12
Direct 3D
12_2
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OpenCL
3.0
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OpenGL
4.6
OpenCL
3.0
Vulkan
1.2
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CUDA
9.0
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PureVideo HD
VP11
VDPAU
Feature Set K
Shader Model
6.6
CUDA
8.6
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PureVideo HD
VP11
VDPAU
Feature Set K
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Power Connectors
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1x 16-Pin 12VHPWR
Power Connectors
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1x 8-Pin
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Slots Required
2.0
PCIe Version
5.0
PCIe Lanes
16
Slots Required
1.0
PCIe Version
4.0
PCIe Lanes
16
Multi GPU Support
Supported
Type
NVLink
Multi GPU Support
Supported
Type
NVLink
Height
111 mm (4.37 in)
Width
268 mm (10.55 in)
Depth
40 mm (1.57 in)
Height
112 mm (4.41 in)
Width
267 mm (10.51 in)
Depth
20 mm (0.79 in)
Change Comparison