Upload Date | June 15 2021 03:31 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPhone 7 Plus |
Model ID | iPhone9,4 |
Motherboard | D111AP |
CPU Information | |
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Name | Apple A10 Fusion |
Topology | 1 Processor, 2 Cores |
Identifier | ARM |
Base Frequency | 2.34 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 | |
---|---|
Size | 2.93 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
280
30.0 IPS |
|
Image Classification (F16)
|
100% |
262
28.1 IPS |
|
Image Classification (I8)
|
81% |
526
56.4 IPS |
|
Image Segmentation (F32)
|
100% |
495
3.06 IPS |
|
Image Segmentation (F16)
|
100% |
502
3.10 IPS |
|
Image Segmentation (I8)
|
89% |
900
5.56 IPS |
|
Pose Estimation (F32)
|
100% |
143
0.58 IPS |
|
Pose Estimation (F16)
|
100% |
141
0.57 IPS |
|
Pose Estimation (I8)
|
80% |
181
0.73 IPS |
|
Object Detection (F32)
|
100% |
406
14.3 IPS |
|
Object Detection (F16)
|
100% |
417
14.6 IPS |
|
Object Detection (I8)
|
52% |
642
22.5 IPS |
|
Face Detection (F32)
|
100% |
534
6.13 IPS |
|
Face Detection (F16)
|
100% |
505
5.80 IPS |
|
Face Detection (I8)
|
75% |
574
6.60 IPS |
|
Text Classification (F32)
|
100% |
466
184.3 IPS |
|
Text Classification (F16)
|
100% |
465
183.7 IPS |
|
Machine Translation (F32)
|
100% |
578
89.1 IPS |
|
Machine Translation (F16)
|
100% |
589
90.8 IPS |