Upload Date | August 16 2024 08:43 PM |
Views | 3 |
System Information | |
---|---|
Operating System | Windows 11 Pro (64-bit) |
Model | ASUS All Series |
Motherboard | ASUSTeK COMPUTER INC. B85M-G |
CPU Information | |
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Name | Intel Xeon E3-1275 v3 |
Topology | 1 Processor, 4 Cores, 8 Threads |
Identifier | GenuineIntel Family 6 Model 60 Stepping 3 |
Base Frequency | 3.50 GHz |
Cluster 1 | 4 Cores |
L1 Instruction Cache | 32.0 KB x 4 |
L1 Data Cache | 32.0 KB x 4 |
L2 Cache | 256 KB x 4 |
L3 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 32.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | Intel(R) HD Graphics P4600/P4700 |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
203
38.1 IPS |
|
Image Classification (F16)
|
100% |
203
37.9 IPS |
|
Image Classification (I8)
|
100% |
90
16.9 IPS |
|
Image Segmentation (F32)
|
100% |
281
4.69 IPS |
|
Image Segmentation (F16)
|
100% |
281
4.70 IPS |
|
Image Segmentation (I8)
|
98% |
118
1.97 IPS |
|
Pose Estimation (F32)
|
100% |
1033
1.25 IPS |
|
Pose Estimation (F16)
|
100% |
1035
1.25 IPS |
|
Pose Estimation (I8)
|
100% |
735
0.89 IPS |
|
Object Detection (F32)
|
100% |
224
16.7 IPS |
|
Object Detection (F16)
|
100% |
220
16.5 IPS |
|
Object Detection (I8)
|
63% |
122
9.08 IPS |
|
Face Detection (F32)
|
100% |
426
5.06 IPS |
|
Face Detection (F16)
|
100% |
425
5.05 IPS |
|
Face Detection (I8)
|
87% |
130
1.55 IPS |
|
Depth Estimation (F32)
|
100% |
743
5.76 IPS |
|
Depth Estimation (F16)
|
100% |
741
5.74 IPS |
|
Depth Estimation (I8)
|
94% |
392
3.04 IPS |
|
Style Transfer (F32)
|
100% |
1695
2.23 IPS |
|
Style Transfer (F16)
|
100% |
1686
2.22 IPS |
|
Style Transfer (I8)
|
98% |
1187
1.56 IPS |
|
Image Super-Resolution (F32)
|
100% |
583
20.8 IPS |
|
Image Super-Resolution (F16)
|
100% |
587
21.0 IPS |
|
Image Super-Resolution (I8)
|
99% |
260
9.30 IPS |
|
Text Classification (F32)
|
100% |
201
288.9 IPS |
|
Text Classification (F16)
|
100% |
231
331.9 IPS |
|
Text Classification (I8)
|
98% |
58
83.2 IPS |
|
Machine Translation (F32)
|
100% |
427
7.86 IPS |
|
Machine Translation (F16)
|
100% |
453
8.34 IPS |
|
Machine Translation (I8)
|
71% |
63
1.16 IPS |