AMD Instinct MI250X vs NVIDIA T4

AMD Instinct MI250X
NVIDIA T4
14080 Shaders
128GB HBM2e
1700MHz
2560 Shaders
16GB GDDR6
1590MHz
Peak AI Performance
382.98 TOPS
INT4 Tensor
Peak AI Performance
260.51 TOPS
INT4 Tensor
FP32
47.87 TFLOPS
FP32
8.14 TFLOPS
FP16
95.74 TFLOPS
FP16
16.28 TFLOPS
Form Factor
OAM Module
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Form Factor
PCIe Card
1.0-Slots
TDP
560W
TDP
70W
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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
382.98 TOPS
INT4 Tensor
Peak AI Performance
260.51 TOPS
INT4 Tensor
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FP16
95.74 TFLOPS
382.98 TFLOPS Tensor (FP16 Accumulate)
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382.98 TFLOPS Tensor (FP32 Accumulate)
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FP16
16.28 TFLOPS
65.13 TFLOPS Tensor (FP16 Accumulate)
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65.13 TFLOPS Tensor (FP32 Accumulate)
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FP32
47.87 TFLOPS
95.74 TFLOPS Tensor
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FP32
8.14 TFLOPS
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FP64
47.87 TFLOPS
95.74 TFLOPS Tensor
FP64
250 GFLOPS
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BF16
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382.98 TFLOPS Tensor
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INT4
382.98 TOPS Tensor
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INT4
260.51 TOPS Tensor
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INT8
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382.98 TOPS Tensor
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INT8
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130.25 TOPS Tensor
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Ray Tracing
31.8 TOPS
Pixel Fillrate
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Pixel Fillrate
101.76 GPixel/s
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Texture Fillrate
1496 GTexel/s
Texture Fillrate
254.4 GTexel/s
Manufacturer
AMD
Manufacturer
NVIDIA
Chip Designer
AMD
Chip Designer
NVIDIA
Architecture
CDNA 2
Architecture
Turing
Family
Instinct
Family
Server
Codename
Aldebaran
Aldebaran XTX
Variant
Aldebaran XTX
Codename
NV164
TU104
Variant
TU104-895-A1
Market Segment
Server
Market Segment
Server
Release Date
11/8/2021
Release Date
9/13/2018
Foundry
TSMC
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Foundry
TSMC
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Fabrication Node
N6
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Fabrication Node
12FFN
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Die Size
2x 724 mm²
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Die Size
545 mm²
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Transistor Count
2x 28 Billion
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Transistor Count
13.6 Billion
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Transistor Density
38.67M/mm²
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Transistor Density
24.95M/mm²
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Form
OAM Module
Form
PCIe Card
Shading Units
14080 Shaders
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Shading Units
2560 Shaders
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Texture Mapping Units
880 TMUs
Texture Mapping Units
160 TMUs
Render Output Units
-
Render Output Units
64 ROPs
Tensor Cores
880 T-Cores
Tensor Cores
320 T-Cores
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Ray-Tracing Cores
40 RT-Cores
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Streaming Multiprocessors
40 SMs
Compute Units
220 CUs
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1000MHz Base
1700MHz
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585MHz Base
1590MHz
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L1
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16KB/CU
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L1
32KB/SM Tex
64KB/SM
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L2
16MB Shared
L2
4MB Shared
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128GB
HBM2e
ECC
16GB
GDDR6
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Bus Width
8192Bit
Bus Width
256Bit
Clock
1600MHz
Transfer Rate
3.2GT/s
Bandwidth
3276.8GB/s
Clock
625MHz
Transfer Rate
5GT/s
Bandwidth
160GB/s
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TDP
560W
TDP
70W
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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
NVENC 7
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 4
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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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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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GFX
9.4
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Shader Model
6.6
CUDA
7.5
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PureVideo HD
VP10
VDPAU
Feature Set J
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PCIe Version
4.0
PCIe Lanes
16
Slots Required
1.0
PCIe Version
3.0
PCIe Lanes
16
Multi GPU Support
Supported
Type
Infinity Fabric
Multi GPU Support
Supported
Type
NVLink
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Height
69 mm (2.72 in)
Width
168 mm (6.61 in)
Depth
20 mm (0.79 in)
Change Comparison