Upload Date | October 23 2021 10:28 PM |
Views | 4 |
System Information | |
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Operating System | iOS 15.0.2 |
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% |
283
30.3 IPS |
|
Image Classification (F16)
|
100% |
278
29.8 IPS |
|
Image Classification (I8)
|
81% |
548
58.7 IPS |
|
Image Segmentation (F32)
|
100% |
531
3.28 IPS |
|
Image Segmentation (F16)
|
100% |
532
3.29 IPS |
|
Image Segmentation (I8)
|
89% |
998
6.17 IPS |
|
Pose Estimation (F32)
|
100% |
161
0.65 IPS |
|
Pose Estimation (F16)
|
100% |
158
0.64 IPS |
|
Pose Estimation (I8)
|
80% |
215
0.87 IPS |
|
Object Detection (F32)
|
100% |
470
16.5 IPS |
|
Object Detection (F16)
|
100% |
471
16.5 IPS |
|
Object Detection (I8)
|
52% |
735
25.8 IPS |
|
Face Detection (F32)
|
100% |
594
6.82 IPS |
|
Face Detection (F16)
|
100% |
576
6.62 IPS |
|
Face Detection (I8)
|
75% |
673
7.74 IPS |
|
Text Classification (F32)
|
100% |
551
217.9 IPS |
|
Text Classification (F16)
|
100% |
601
237.8 IPS |
|
Machine Translation (F32)
|
100% |
600
92.4 IPS |
|
Machine Translation (F16)
|
100% |
633
97.5 IPS |