Upload Date | June 13 2021 05:13 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPhone 7 Plus |
Model ID | iPhone9,2 |
Motherboard | D11AP |
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% |
271
29.1 IPS |
|
Image Classification (F16)
|
100% |
267
28.6 IPS |
|
Image Classification (I8)
|
81% |
541
57.9 IPS |
|
Image Segmentation (F32)
|
100% |
525
3.24 IPS |
|
Image Segmentation (F16)
|
100% |
520
3.21 IPS |
|
Image Segmentation (I8)
|
89% |
935
5.77 IPS |
|
Pose Estimation (F32)
|
100% |
150
0.61 IPS |
|
Pose Estimation (F16)
|
100% |
144
0.58 IPS |
|
Pose Estimation (I8)
|
80% |
198
0.80 IPS |
|
Object Detection (F32)
|
100% |
447
15.7 IPS |
|
Object Detection (F16)
|
100% |
437
15.4 IPS |
|
Object Detection (I8)
|
52% |
681
23.9 IPS |
|
Face Detection (F32)
|
100% |
555
6.38 IPS |
|
Face Detection (F16)
|
100% |
530
6.09 IPS |
|
Face Detection (I8)
|
75% |
597
6.86 IPS |
|
Text Classification (F32)
|
100% |
504
199.4 IPS |
|
Text Classification (F16)
|
100% |
543
214.6 IPS |
|
Machine Translation (F32)
|
100% |
612
94.3 IPS |
|
Machine Translation (F16)
|
100% |
608
93.7 IPS |