Upload Date | May 08 2024 06:00 PM |
Views | 3 |
System Information | |
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Operating System | Microsoft Windows 11 (64-bit) |
Model | LENOVO 20WK006ECD |
Motherboard | LENOVO 20WK006ECD |
CPU Information | |
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Name | Intel Core i5-1135G7 |
Topology | 1 Processor, 4 Cores, 8 Threads |
Identifier | GenuineIntel Family 6 Model 140 Stepping 1 |
Base Frequency | 2.42 GHz |
Cluster 1 | 4 Cores |
L1 Instruction Cache | 32.0 KB x 4 |
L1 Data Cache | 48.0 KB x 4 |
L2 Cache | 1.25 MB x 4 |
L3 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 16.00 GB |
Inference Information | |
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Framework | ONNX |
Backend | DirectML |
Device | Intel(R) Iris(R) Xe Graphics |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
47% |
1348
252.3 IPS |
|
Image Classification (F16)
|
47% |
1378
257.9 IPS |
|
Image Classification (I8)
|
0% |
1088
203.6 IPS |
|
Image Segmentation (F32)
|
100% |
1438
24.0 IPS |
|
Image Segmentation (F16)
|
100% |
1425
23.8 IPS |
|
Image Segmentation (I8)
|
98% |
1101
18.4 IPS |
|
Pose Estimation (F32)
|
100% |
9285
11.2 IPS |
|
Pose Estimation (F16)
|
100% |
9340
11.3 IPS |
|
Pose Estimation (I8)
|
100% |
6202
7.51 IPS |
|
Object Detection (F32)
|
2% |
1256
93.8 IPS |
|
Object Detection (F16)
|
2% |
1155
86.2 IPS |
|
Object Detection (I8)
|
1% |
998
74.5 IPS |
|
Face Detection (F32)
|
100% |
3204
38.1 IPS |
|
Face Detection (F16)
|
100% |
3249
38.6 IPS |
|
Face Detection (I8)
|
88% |
2119
25.2 IPS |
|
Depth Estimation (F32)
|
100% |
6191
48.0 IPS |
|
Depth Estimation (F16)
|
100% |
6198
48.1 IPS |
|
Depth Estimation (I8)
|
95% |
4739
36.7 IPS |
|
Style Transfer (F32)
|
100% |
18395
24.2 IPS |
|
Style Transfer (F16)
|
100% |
18495
24.3 IPS |
|
Style Transfer (I8)
|
98% |
13290
17.5 IPS |
|
Image Super-Resolution (F32)
|
100% |
2871
102.5 IPS |
|
Image Super-Resolution (F16)
|
100% |
2884
103.0 IPS |
|
Image Super-Resolution (I8)
|
99% |
1847
65.9 IPS |
|
Text Classification (F32)
|
100% |
777
1.12 KIPS |
|
Text Classification (F16)
|
100% |
777
1.12 KIPS |
|
Text Classification (I8)
|
98% |
417
599.8 IPS |
|
Machine Translation (F32)
|
100% |
900
16.6 IPS |
|
Machine Translation (F16)
|
100% |
899
16.5 IPS |
|
Machine Translation (I8)
|
70% |
487
8.96 IPS |