AMD Instinct MI300A vs NVIDIA V100 SXM 16GB

AMD Instinct MI300A
NVIDIA V100 SXM 16GB
14592 Shaders
128GB HBM3
2100MHz
5120 Shaders
16GB HBM2
1530MHz
Peak AI Performance
3.92 POPS
INT4 Tensor Sparse
Peak AI Performance
125.34 TFLOPS
FP16 Tensor (FP16 Accumulate)
FP32
122.57 TFLOPS
FP32
15.67 TFLOPS
FP16
122.57 TFLOPS
FP16
31.33 TFLOPS
Form Factor
APU SH5 Socket
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Form Factor
SXM2
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TDP
560W
TDP
300W
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GB6 OpenCL N/A
0%
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
3.92 POPS
INT4 Tensor Sparse
Peak AI Performance
125.34 TFLOPS
FP16 Tensor (FP16 Accumulate)
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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
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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
31.33 TFLOPS
125.34 TFLOPS Tensor (FP16 Accumulate)
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FP32
122.57 TFLOPS
122.57 TFLOPS Tensor
245.15 TFLOPS Tensor Sparse
FP32
15.67 TFLOPS
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FP64
61.29 TFLOPS
122.57 TFLOPS Tensor
FP64
7.83 TFLOPS
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BF16
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980.58 TFLOPS Tensor
1.96 PFLOPS Tensor Sparse
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TF32
490.29 TFLOPS Tensor
980.58 TFLOPS Tensor Sparse
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INT4
1.96 POPS Tensor
3.92 POPS Tensor Sparse
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INT8
-
1.96 POPS Tensor
3.92 POPS Tensor Sparse
INT8
62.67 TOPS
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INT32
15.67 TOPS
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Pixel Fillrate
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Pixel Fillrate
195.84 GPixel/s
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Texture Fillrate
1915.2 GTexel/s
Texture Fillrate
489.6 GTexel/s
Manufacturer
AMD
Manufacturer
NVIDIA
Chip Designer
AMD
Chip Designer
NVIDIA
Architecture
CDNA 3
Architecture
Volta
Family
Instinct
Family
Server
Codename
Aqua Vanjaram
Aqua Vanjaram XT
Variant
Aqua Vanjaram XT
Codename
NV140
GV100
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-
Market Segment
Server
Market Segment
Server
Release Date
12/6/2023
Release Date
3/27/2018
Foundry
TSMC
TSMC Active Interposer Die
Foundry
TSMC
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Fabrication Node
N5
N6 Active Interposer Die
Fabrication Node
12FFN
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Die Size
3x 370 mm²
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Die Size
815 mm²
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Transistor Count
3x 36.5 Billion
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Transistor Count
21.1 Billion
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Transistor Density
98.65M/mm²
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Transistor Density
25.89M/mm²
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Form
APU SH5 Socket
Form
SXM2
Shading Units
14592 Shaders
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Shading Units
5120 Shaders
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Texture Mapping Units
912 TMUs
Texture Mapping Units
320 TMUs
Render Output Units
-
Render Output Units
128 ROPs
Tensor Cores
912 T-Cores
Tensor Cores
640 T-Cores
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Streaming Multiprocessors
80 SMs
Compute Units
228 CUs
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Graphics Processing Clusters
6 GPCs
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1000MHz Base
2100MHz
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1312MHz Base
1530MHz
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L1
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16KB/CU
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L1
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128KB/SM
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L2
16MB Shared
L2
6MB Shared
L3
192MB Shared
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128GB
HBM3
ECC
16GB
HBM2
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Bus Width
8192Bit
Bus Width
4096Bit
Clock
2600MHz
Transfer Rate
5.2GT/s
Bandwidth
5324.8GB/s
Clock
875MHz
Transfer Rate
1.8GT/s
Bandwidth
896GB/s
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TDP
560W
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
-
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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
Model
3x NVENC 5
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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No Decoders
Model
NVDEC 3
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Codec
MPEG-1
MPEG-2
MPEG-4
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VC-1
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VP9
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AVC (H.264)
HEVC (H.265)
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Direct X
12
Direct 3D
12_1
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OpenCL
3.0
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OpenGL
4.6
OpenCL
3.0
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GFX
9.4
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Shader Model
6.7
CUDA
7.0
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PureVideo HD
VP9
VDPAU
Feature Set I
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Not a Card
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PCIe Version
5.0
PCIe Lanes
16
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PCIe Version
3.0
PCIe Lanes
16
Multi GPU Support
Supported
Type
Infinity Fabric
Multi GPU Support
Supported
Type
NVLink
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Change Comparison