Upload Date | December 02 2023 12:32 AM |
Views | 1 |
System Information | |
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Operating System | iOS 17.1.2 |
Model | iPad (7th generation) |
Model ID | iPad7,11 |
Motherboard | J171AP |
CPU Information | |
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Name | Apple A10 Fusion |
Topology | 1 Processor, 2 Cores |
Identifier | ARM |
Base Frequency | 2.32 GHz |
L1 Instruction Cache | 64.0 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 3.00 MB x 1 |
Memory Information | |
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Size | 2.93 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
279
29.9 IPS |
|
Image Classification (F16)
|
100% |
269
28.9 IPS |
|
Image Classification (I8)
|
81% |
504
54.0 IPS |
|
Image Segmentation (F32)
|
100% |
470
2.90 IPS |
|
Image Segmentation (F16)
|
100% |
479
2.96 IPS |
|
Image Segmentation (I8)
|
89% |
909
5.61 IPS |
|
Pose Estimation (F32)
|
100% |
155
0.63 IPS |
|
Pose Estimation (F16)
|
100% |
146
0.59 IPS |
|
Pose Estimation (I8)
|
80% |
174
0.70 IPS |
|
Object Detection (F32)
|
100% |
395
13.9 IPS |
|
Object Detection (F16)
|
100% |
410
14.4 IPS |
|
Object Detection (I8)
|
52% |
640
22.5 IPS |
|
Face Detection (F32)
|
100% |
549
6.31 IPS |
|
Face Detection (F16)
|
100% |
538
6.18 IPS |
|
Face Detection (I8)
|
75% |
575
6.61 IPS |
|
Text Classification (F32)
|
100% |
515
203.7 IPS |
|
Text Classification (F16)
|
100% |
505
199.6 IPS |
|
Machine Translation (F32)
|
100% |
585
90.2 IPS |
|
Machine Translation (F16)
|
100% |
599
92.3 IPS |