AMD Instinct MI300A vs NVIDIA H100

AMD Instinct MI300A
NVIDIA H100
14592 Shaders
128GB HBM3
2100MHz
14592 Shaders
80GB HBM2e
1755MHz
Peak AI Performance
3.92 POPS
INT4 Tensor Sparse
Peak AI Performance
3.03 POPS
INT8 Tensor Sparse
FP32
122.57 TFLOPS
FP32
51.22 TFLOPS
FP16
122.57 TFLOPS
FP16
102.44 TFLOPS
Form Factor
APU SH5 Socket
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Form Factor
PCIe Card
2.0-Slots
TDP
560W
TDP
350W
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Power Connectors
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1x 16-Pin 12VHPWR
GB6 OpenCL N/A
0%
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
3.92 POPS
INT4 Tensor Sparse
Peak AI Performance
3.03 POPS
INT8 Tensor Sparse
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FP8
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1.96 PFLOPS Tensor (FP16 Accumulate)
3.92 PFLOPS Tensor (FP16 Accumulate) Sparse
1.96 PFLOPS Tensor (FP32 Accumulate)
3.92 PFLOPS Tensor (FP32 Accumulate) Sparse
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
FP16
122.57 TFLOPS
980.58 TFLOPS Tensor (FP16 Accumulate)
1.96 PFLOPS Tensor (FP16 Accumulate) Sparse
980.58 TFLOPS Tensor (FP32 Accumulate)
1.96 PFLOPS Tensor (FP32 Accumulate) Sparse
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
FP32
122.57 TFLOPS
122.57 TFLOPS Tensor
245.15 TFLOPS Tensor Sparse
FP32
51.22 TFLOPS
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FP64
61.29 TFLOPS
122.57 TFLOPS Tensor
FP64
25.61 TFLOPS
47.28 TFLOPS Tensor
BF16
-
980.58 TFLOPS Tensor
1.96 PFLOPS Tensor Sparse
BF16
102.44 TFLOPS
756.45 TFLOPS Tensor
1.51 PFLOPS Tensor Sparse
TF32
490.29 TFLOPS Tensor
980.58 TFLOPS Tensor Sparse
TF32
378.23 TFLOPS Tensor
756.45 TFLOPS Tensor Sparse
INT4
1.96 POPS Tensor
3.92 POPS Tensor Sparse
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INT8
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1.96 POPS Tensor
3.92 POPS Tensor Sparse
INT8
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1.51 POPS Tensor
3.03 POPS Tensor Sparse
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INT32
25.61 TOPS
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Pixel Fillrate
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Pixel Fillrate
42.12 GPixel/s
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Texture Fillrate
1915.2 GTexel/s
Texture Fillrate
800.28 GTexel/s
Manufacturer
AMD
Manufacturer
NVIDIA
Chip Designer
AMD
Chip Designer
NVIDIA
Architecture
CDNA 3
Architecture
Hopper
Family
Instinct
Family
Server
Codename
Aqua Vanjaram
Aqua Vanjaram XT
Variant
Aqua Vanjaram XT
Codename
NV180
GH100
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Market Segment
Server
Market Segment
Server
Release Date
12/6/2023
Release Date
3/22/2022
Foundry
TSMC
TSMC Active Interposer Die
Foundry
TSMC
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Fabrication Node
N5
N6 Active Interposer Die
Fabrication Node
4N
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Die Size
3x 370 mm²
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Die Size
814 mm²
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Transistor Count
3x 36.5 Billion
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Transistor Count
80 Billion
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Transistor Density
98.65M/mm²
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Transistor Density
98.28M/mm²
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Form
APU SH5 Socket
Form
PCIe Card
Shading Units
14592 Shaders
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Shading Units
14592 Shaders
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Texture Mapping Units
912 TMUs
Texture Mapping Units
456 TMUs
Render Output Units
-
Render Output Units
24 ROPs
Tensor Cores
912 T-Cores
Tensor Cores
456 T-Cores
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Streaming Multiprocessors
114 SMs
Compute Units
228 CUs
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1000MHz Base
2100MHz
1620MHz Tensor
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1065MHz Base
1755MHz
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L1
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16KB/CU
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L1
64KB/SM Tex
256KB/SM
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L2
16MB Shared
L2
50MB Shared
L3
192MB Shared
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128GB
HBM3
ECC
80GB
HBM2e
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Bus Width
8192Bit
Bus Width
5120Bit
Clock
2600MHz
Transfer Rate
5.2GT/s
Bandwidth
5324.8GB/s
Clock
1593MHz
Transfer Rate
3.2GT/s
Bandwidth
2039GB/s
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TDP
560W
TDP
350W
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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
-
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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
2x VCN 2.6
No Encoders
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Codec
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AVC (H.264)
HEVC (H.265)
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No Decoders
Model
7x NVDEC 5
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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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OpenCL
3.0
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OpenCL
3.0
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GFX
9.4
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CUDA
9.0
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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
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PCIe Version
5.0
PCIe Lanes
16
Slots Required
2.0
PCIe Version
5.0
PCIe Lanes
16
Multi GPU Support
Supported
Type
Infinity Fabric
Multi GPU Support
Supported
Type
NVLink
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Height
111 mm (4.37 in)
Width
268 mm (10.55 in)
Depth
40 mm (1.57 in)
Change Comparison