Upload Date | September 28 2021 07:39 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPad13,8 |
Model ID | iPad13,8 |
Motherboard | J522AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 3.20 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 | 7.22 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
946
101.3 IPS |
|
Image Classification (F16)
|
100% |
941
100.8 IPS |
|
Image Classification (I8)
|
81% |
410
43.9 IPS |
|
Image Segmentation (F32)
|
100% |
1251
7.73 IPS |
|
Image Segmentation (F16)
|
100% |
1248
7.71 IPS |
|
Image Segmentation (I8)
|
89% |
1470
9.08 IPS |
|
Pose Estimation (F32)
|
100% |
672
2.72 IPS |
|
Pose Estimation (F16)
|
100% |
668
2.70 IPS |
|
Pose Estimation (I8)
|
80% |
796
3.22 IPS |
|
Object Detection (F32)
|
100% |
1431
50.2 IPS |
|
Object Detection (F16)
|
100% |
1436
50.4 IPS |
|
Object Detection (I8)
|
52% |
603
21.1 IPS |
|
Face Detection (F32)
|
100% |
1631
18.7 IPS |
|
Face Detection (F16)
|
100% |
1632
18.8 IPS |
|
Face Detection (I8)
|
75% |
805
9.24 IPS |
|
Text Classification (F32)
|
100% |
660
261.0 IPS |
|
Text Classification (F16)
|
100% |
640
253.2 IPS |
|
Machine Translation (F32)
|
100% |
1848
284.8 IPS |
|
Machine Translation (F16)
|
100% |
1849
285.0 IPS |