Upload Date | October 23 2021 10:17 PM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 15.0.2 |
Model | iPad13,4 |
Model ID | iPad13,4 |
Motherboard | J517AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 3.19 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 7.33 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
951
101.9 IPS |
|
Image Classification (F16)
|
100% |
946
101.4 IPS |
|
Image Classification (I8)
|
81% |
401
42.9 IPS |
|
Image Segmentation (F32)
|
100% |
1250
7.72 IPS |
|
Image Segmentation (F16)
|
100% |
1249
7.71 IPS |
|
Image Segmentation (I8)
|
89% |
1449
8.95 IPS |
|
Pose Estimation (F32)
|
100% |
668
2.70 IPS |
|
Pose Estimation (F16)
|
100% |
668
2.70 IPS |
|
Pose Estimation (I8)
|
80% |
795
3.22 IPS |
|
Object Detection (F32)
|
100% |
1431
50.2 IPS |
|
Object Detection (F16)
|
100% |
1433
50.3 IPS |
|
Object Detection (I8)
|
52% |
606
21.3 IPS |
|
Face Detection (F32)
|
100% |
1645
18.9 IPS |
|
Face Detection (F16)
|
100% |
1636
18.8 IPS |
|
Face Detection (I8)
|
75% |
790
9.07 IPS |
|
Text Classification (F32)
|
100% |
1283
507.3 IPS |
|
Text Classification (F16)
|
100% |
741
293.2 IPS |
|
Machine Translation (F32)
|
100% |
1847
284.7 IPS |
|
Machine Translation (F16)
|
100% |
1851
285.3 IPS |