NVIDIA A30 vs Intel Gaudi
NVIDIA A30
Intel Gaudi
|
3584 Shaders
24GB HBM2
1440MHz
|
2048 Shaders
32GB HBM2
610MHz
|
|
Peak AI Performance
1.32 POPS
INT4 Tensor Sparse
|
Peak AI Performance
159.91 TFLOPS
BF16 Tensor
|
|
FP32
10.32 TFLOPS
|
-
-
|
|
FP16
41.29 TFLOPS
|
-
-
|
|
Form Factor
PCIe Card
2.0-Slots
|
Form Factor
OAM Module
-
|
|
TDP
165W
|
TDP
350W
|
|
-
-
-
-
-
|
-
-
-
-
-
|
|
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
1.32 POPS
INT4 Tensor Sparse
|
Peak AI
Performance
159.91 TFLOPS
BF16 Tensor
|
|
-
-
-
|
-
-
-
|
|
-
-
-
-
-
-
|
-
-
-
-
-
-
|
|
FP16
41.29 TFLOPS
165.15 TFLOPS
Tensor (FP16 Accumulate)
330.3 TFLOPS
Tensor (FP16 Accumulate) Sparse
165.15 TFLOPS
Tensor (FP32 Accumulate)
330.3 TFLOPS
Tensor (FP32 Accumulate) Sparse
|
-
-
-
-
-
-
|
|
FP32
10.32 TFLOPS
-
-
|
-
-
-
-
|
|
FP64
5.16 TFLOPS
10.32 TFLOPS
Tensor
|
-
-
-
|
|
BF16
20.64 TFLOPS
165.15 TFLOPS
Tensor
330.3 TFLOPS
Tensor Sparse
|
BF16
-
159.91 TFLOPS
Tensor
-
|
|
TF32
82.58 TFLOPS
Tensor
165.15 TFLOPS
Tensor Sparse
|
-
-
-
|
|
INT4
660.6 TOPS
Tensor
1.32 POPS
Tensor Sparse
|
-
-
-
|
|
INT8
-
330.3 TOPS
Tensor
660.6 TOPS
Tensor Sparse
|
-
-
-
-
|
|
INT32
10.32 TOPS
|
-
-
|
|
-
-
|
-
-
|
|
Pixel
Fillrate
138.24 GPixel/s
|
Pixel
Fillrate
-
|
|
-
-
|
-
-
|
|
Texture
Fillrate
322.56 GTexel/s
|
Texture
Fillrate
-
|
|
Foundry
TSMC
-
|
Foundry
TSMC
-
|
|
Fabrication Node
7N
-
|
Fabrication Node
16FF
-
|
|
Die Size
826 mm²
-
|
-
-
-
|
|
Transistor Count
54.2 Billion
-
|
-
-
|
|
Transistor Density
65.62M/mm²
-
|
-
-
-
|
|
Form
PCIe Card
|
Form
OAM Module
|
|
Shading Units
3584 Shaders
-
|
Shading Units
2048 Shaders
-
|
|
Texture Mapping Units
224 TMUs
|
Texture Mapping Units
-
|
|
Render Output Units
96 ROPs
|
Render Output Units
-
|
|
Tensor Cores
224 T-Cores
|
Tensor Cores
8 T-Cores
|
|
-
-
|
-
-
|
|
Streaming Multiprocessors
56 SMs
|
-
-
|
|
-
-
|
Compute Units
1 CU
|
|
-
-
|
-
-
|
|
-
-
|
-
-
|
|
-
-
930MHz Base
1440MHz
|
-
-
-
610MHz
|
|
-
-
|
-
-
|
|
L1
64KB/SM Tex
192KB/SM
-
-
|
L1
-
-
-
Unknown
|
|
L2
24MB Shared
|
L2
Unknown
|
|
-
-
-
|
-
-
-
|
|
24GB
HBM2
-
|
32GB
HBM2
ECC
|
|
Bus Width
3072Bit
|
Bus Width
4096Bit
|
|
Clock
1215MHz
Transfer Rate
2.4GT/s
Bandwidth
933.1GB/s
|
Clock
980MHz
Transfer Rate
2GT/s
Bandwidth
1003.5GB/s
|
|
-
-
-
-
-
-
-
-
-
|
-
-
-
-
eSRAM
24MB
3200GB/s
-
-
|
|
TDP
165W
|
TDP
350W
|
|
-
-
|
-
-
|
|
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
No Ports
|
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
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
-
-
-
|
|
Display Stream Compression (DSC)
Not Supported
|
Display Stream Compression (DSC)
Not Supported
|
|
Multi Monitor Support
Unknown
|
Multi Monitor Support
Unknown
|
|
-
-
|
-
-
|
|
No Encoders
-
|
No Encoders
-
|
|
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
|
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
|
|
Model
5x NVDEC 4
|
No Decoders
|
|
Codec
MPEG-1
MPEG-2
MPEG-4
-
VC-1
VP8
VP9
-
AVC (H.264)
HEVC (H.265)
-
-
-
-
|
-
-
-
-
-
-
-
-
-
-
-
-
-
-
|
|
-
-
-
-
|
-
-
-
-
|
|
-
-
OpenCL
3.0
Vulkan
1.2
|
-
-
OpenCL
3.0
-
-
|
|
-
-
CUDA
8.0
-
-
PureVideo HD
VP10
VDPAU
Feature Set J
|
-
-
-
-
-
-
-
-
-
-
|
|
-
-
-
-
|
Not a Card
-
-
-
|
|
-
-
-
-
-
-
-
-
|
-
-
-
-
-
-
-
-
|
|
Slots Required
2.0
PCIe Version
4.0
PCIe Lanes
16
|
-
-
PCIe Version
4.0
PCIe Lanes
16
|
|
Multi GPU Support
Supported
Type
NVLink
|
Multi GPU Support
Supported
Type
RoCE
|
|
Height
111 mm (4.37 in)
Width
267 mm (10.51 in)
Depth
40 mm (1.57 in)
|
-
-
-
-
-
-
|
Copy Link