Upload Date | October 14 2021 06:15 AM |
Views | 1 |
System Information | |
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Operating System | iOS 14.7.1 |
Model | iPad (6th generation) |
Model ID | iPad7,5 |
Motherboard | J71bAP |
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 | 1.93 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
287
30.8 IPS |
|
Image Classification (F16)
|
100% |
277
29.7 IPS |
|
Image Classification (I8)
|
81% |
557
59.7 IPS |
|
Image Segmentation (F32)
|
100% |
531
3.28 IPS |
|
Image Segmentation (F16)
|
100% |
531
3.28 IPS |
|
Image Segmentation (I8)
|
89% |
977
6.04 IPS |
|
Pose Estimation (F32)
|
100% |
157
0.64 IPS |
|
Pose Estimation (F16)
|
100% |
153
0.62 IPS |
|
Pose Estimation (I8)
|
80% |
212
0.86 IPS |
|
Object Detection (F32)
|
100% |
472
16.6 IPS |
|
Object Detection (F16)
|
100% |
489
17.2 IPS |
|
Object Detection (I8)
|
52% |
739
25.9 IPS |
|
Face Detection (F32)
|
100% |
593
6.81 IPS |
|
Face Detection (F16)
|
100% |
575
6.61 IPS |
|
Face Detection (I8)
|
75% |
658
7.56 IPS |
|
Text Classification (F32)
|
100% |
595
235.5 IPS |
|
Text Classification (F16)
|
100% |
531
210.0 IPS |
|
Machine Translation (F32)
|
100% |
596
91.8 IPS |
|
Machine Translation (F16)
|
100% |
615
94.8 IPS |