NVIDIA A100 SXM vs AMD Radeon Instinct MI8
NVIDIA A100 SXM
AMD Radeon Instinct MI8
|
6912 Shaders
80GB HBM2e
1410MHz
|
4096 Shaders
4GB HBM
1000MHz
|
|
Peak AI Performance
2.49 POPS
INT4 Tensor Sparse
|
Peak AI Performance
8.19 TFLOPS
FP32
|
|
FP32
19.49 TFLOPS
|
FP32
8.19 TFLOPS
|
|
FP16
77.97 TFLOPS
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-
-
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Form Factor
SXM4
-
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Form Factor
PCIe Card
2.0-Slots
|
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TDP
400W
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TDP
175W
|
|
-
-
-
-
-
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Power Connectors
-
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
2.49 POPS
INT4 Tensor Sparse
|
Peak AI
Performance
8.19 TFLOPS
FP32
|
|
-
-
-
|
-
-
-
|
|
-
-
-
-
-
-
|
-
-
-
-
-
-
|
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FP16
77.97 TFLOPS
311.87 TFLOPS
Tensor (FP16 Accumulate)
623.74 TFLOPS
Tensor (FP16 Accumulate) Sparse
311.87 TFLOPS
Tensor (FP32 Accumulate)
623.74 TFLOPS
Tensor (FP32 Accumulate) Sparse
|
-
-
-
-
-
-
|
|
FP32
19.49 TFLOPS
-
-
|
FP32
8.19 TFLOPS
-
-
|
|
FP64
9.75 TFLOPS
19.49 TFLOPS
Tensor
|
FP64
510 GFLOPS
-
|
|
BF16
38.98 TFLOPS
311.87 TFLOPS
Tensor
623.74 TFLOPS
Tensor Sparse
|
-
-
-
-
|
|
TF32
155.94 TFLOPS
Tensor
311.87 TFLOPS
Tensor Sparse
|
-
-
-
|
|
INT4
1.25 POPS
Tensor
2.49 POPS
Tensor Sparse
|
-
-
-
|
|
INT8
-
623.74 TOPS
Tensor
1.25 POPS
Tensor Sparse
|
-
-
-
-
|
|
INT32
19.49 TOPS
|
-
-
|
|
-
-
|
-
-
|
|
Pixel
Fillrate
225.6 GPixel/s
|
Pixel
Fillrate
64 GPixel/s
|
|
-
-
|
-
-
|
|
Texture
Fillrate
609.12 GTexel/s
|
Texture
Fillrate
256 GTexel/s
|
|
Foundry
TSMC
-
|
Foundry
TSMC
-
|
|
Fabrication Node
7N
-
|
Fabrication Node
28nm
-
|
|
Die Size
826 mm²
-
|
Die Size
596 mm²
-
|
|
Transistor Count
54.2 Billion
-
|
Transistor Count
8.9 Billion
-
|
|
Transistor Density
65.62M/mm²
-
|
Transistor Density
14.93M/mm²
-
|
|
Form
SXM4
|
Form
PCIe Card
|
|
Shading Units
6912 Shaders
-
|
Shading Units
4096 Shaders
-
|
|
Texture Mapping Units
432 TMUs
|
Texture Mapping Units
256 TMUs
|
|
Render Output Units
160 ROPs
|
Render Output Units
64 ROPs
|
|
Tensor Cores
432 T-Cores
|
-
-
|
|
-
-
|
-
-
|
|
Streaming Multiprocessors
108 SMs
|
-
-
|
|
-
-
|
Compute Units
64 CUs
|
|
-
-
|
-
-
|
|
-
-
|
-
-
|
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-
-
1275MHz Base
1410MHz
|
-
-
1000MHz Base
1000MHz
|
|
-
-
|
-
-
|
|
L1
64KB/SM Tex
192KB/SM
-
-
|
L1
-
-
16KB/CU
-
|
|
L2
40MB Shared
|
L2
2MB Shared
|
|
-
-
-
|
-
-
-
|
|
80GB
HBM2e
-
|
4GB
HBM
ECC
|
|
Bus Width
5120Bit
|
Bus Width
4096Bit
|
|
Clock
1593MHz
Transfer Rate
3.2GT/s
Bandwidth
2039GB/s
|
Clock
500MHz
Transfer Rate
1GT/s
Bandwidth
512GB/s
|
|
-
-
-
-
-
-
-
-
-
|
-
-
-
-
-
-
-
-
-
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TDP
400W
|
TDP
175W
|
|
-
-
|
-
-
|
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-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
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No Ports
|
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
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No Ports
|
|
Max Resolution
Unknown
|
Max Resolution
4096x2160
|
|
Max Resolution Refresh Rate
-
|
Max Resolution Refresh Rate
60Hz
|
|
Variable Refresh Rate
G-Sync
FreeSync
-
|
Variable Refresh Rate
-
FreeSync
-
|
|
Display Stream Compression (DSC)
Not Supported
|
Display Stream Compression (DSC)
Not Supported
|
|
Multi Monitor Support
Unknown
|
Multi Monitor Support
4
|
|
-
-
|
Content Protection
HDCP 1.4
|
|
No Encoders
-
|
Model
VCE 3.0
|
|
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
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Codec
-
-
-
-
-
-
-
-
AVC (H.264)
HEVC (H.265)
-
-
-
-
|
|
Model
5x NVDEC 4
|
Model
UVD 6.0
|
|
Codec
MPEG-1
MPEG-2
MPEG-4
-
VC-1
VP8
VP9
-
AVC (H.264)
HEVC (H.265)
-
-
-
-
|
Codec
MPEG-1
MPEG-2
MPEG-4
JPEG
VC-1
-
-
-
AVC (H.264)
HEVC (H.265)
-
-
-
-
|
|
-
-
-
-
|
Direct X
12
Direct 3D
12_0
|
|
-
-
OpenCL
3.0
Vulkan
1.2
|
OpenGL
4.6
OpenCL
2.1
Vulkan
1.2
|
|
-
-
CUDA
8.0
-
-
PureVideo HD
VP10
VDPAU
Feature Set J
|
Shader Model
6.5
-
-
GFX
8
-
-
-
-
|
|
Not a Card
-
-
-
|
-
-
-
-
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-
-
-
-
-
-
-
-
|
Power Connectors
-
-
-
1x 8-Pin
-
-
-
|
|
-
-
PCIe Version
4.0
PCIe Lanes
16
|
Slots Required
2.0
PCIe Version
3.0
PCIe Lanes
16
|
|
Multi GPU Support
Supported
Type
NVLink
|
Multi GPU Support
Supported
Type
CrossFire XDMA
|
|
-
-
-
-
-
-
|
Height
111 mm (4.37 in)
Width
152 mm (5.98 in)
Depth
37 mm (1.46 in)
|
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