Upload Date | November 06 2024 09:12 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Windows 11 Pro (64-bit) |
Model | INTEL X99 |
Motherboard | INTEL X99 |
CPU Information | |
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Name | Intel Xeon E5-2683 v4 |
Topology | 2 Processors, 32 Cores, 64 Threads |
Identifier | GenuineIntel Family 6 Model 79 Stepping 1 |
Base Frequency | 2.10 GHz |
Cluster 1 | 32 Cores |
L1 Instruction Cache | 32.0 KB x 16 |
L1 Data Cache | 32.0 KB x 16 |
L2 Cache | 256 KB x 16 |
L3 Cache | 40.0 MB x 1 |
Memory Information | |
---|---|
Size | 64.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1184
221.5 IPS |
|
Image Classification (F16)
|
100% |
1174
219.7 IPS |
|
Image Classification (I8)
|
97% |
1486
278.1 IPS |
|
Image Segmentation (F32)
|
100% |
940
15.7 IPS |
|
Image Segmentation (F16)
|
100% |
947
15.8 IPS |
|
Image Segmentation (I8)
|
97% |
1356
22.6 IPS |
|
Pose Estimation (F32)
|
100% |
12820
15.5 IPS |
|
Pose Estimation (F16)
|
100% |
12829
15.5 IPS |
|
Pose Estimation (I8)
|
100% |
12181
14.8 IPS |
|
Object Detection (F32)
|
100% |
1102
82.3 IPS |
|
Object Detection (F16)
|
100% |
1103
82.3 IPS |
|
Object Detection (I8)
|
60% |
897
66.9 IPS |
|
Face Detection (F32)
|
100% |
1769
21.0 IPS |
|
Face Detection (F16)
|
100% |
1775
21.1 IPS |
|
Face Detection (I8)
|
87% |
1988
23.6 IPS |
|
Depth Estimation (F32)
|
100% |
6355
49.3 IPS |
|
Depth Estimation (F16)
|
100% |
6244
48.4 IPS |
|
Depth Estimation (I8)
|
74% |
7432
57.6 IPS |
|
Style Transfer (F32)
|
100% |
20104
26.4 IPS |
|
Style Transfer (F16)
|
100% |
20436
26.9 IPS |
|
Style Transfer (I8)
|
85% |
9000
11.8 IPS |
|
Image Super-Resolution (F32)
|
100% |
2010
71.8 IPS |
|
Image Super-Resolution (F16)
|
100% |
1985
70.9 IPS |
|
Image Super-Resolution (I8)
|
97% |
1943
69.4 IPS |
|
Text Classification (F32)
|
100% |
841
1.21 KIPS |
|
Text Classification (F16)
|
100% |
839
1.21 KIPS |
|
Text Classification (I8)
|
94% |
223
320.4 IPS |
|
Machine Translation (F32)
|
100% |
944
17.4 IPS |
|
Machine Translation (F16)
|
100% |
942
17.3 IPS |
|
Machine Translation (I8)
|
67% |
1319
24.3 IPS |