Upload Date | October 22 2021 08:52 PM |
Views | 4 |
System Information | |
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Operating System | iOS 15.0.1 |
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% |
285
30.5 IPS |
|
Image Classification (I8)
|
81% |
556
59.5 IPS |
|
Image Segmentation (F32)
|
100% |
533
3.29 IPS |
|
Image Segmentation (F16)
|
100% |
520
3.22 IPS |
|
Image Segmentation (I8)
|
89% |
961
5.93 IPS |
|
Pose Estimation (F32)
|
100% |
163
0.66 IPS |
|
Pose Estimation (F16)
|
100% |
157
0.64 IPS |
|
Pose Estimation (I8)
|
80% |
193
0.78 IPS |
|
Object Detection (F32)
|
100% |
447
15.7 IPS |
|
Object Detection (F16)
|
100% |
439
15.4 IPS |
|
Object Detection (I8)
|
52% |
706
24.8 IPS |
|
Face Detection (F32)
|
100% |
567
6.52 IPS |
|
Face Detection (F16)
|
100% |
560
6.43 IPS |
|
Face Detection (I8)
|
75% |
638
7.33 IPS |
|
Text Classification (F32)
|
100% |
529
209.1 IPS |
|
Text Classification (F16)
|
100% |
528
209.0 IPS |
|
Machine Translation (F32)
|
100% |
585
90.1 IPS |
|
Machine Translation (F16)
|
100% |
629
96.9 IPS |