Upload Date | October 14 2021 06:18 AM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 14.7.1 |
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% |
280
30.0 IPS |
|
Image Classification (F16)
|
100% |
272
29.1 IPS |
|
Image Classification (I8)
|
81% |
530
56.8 IPS |
|
Image Segmentation (F32)
|
100% |
493
3.05 IPS |
|
Image Segmentation (F16)
|
100% |
485
2.99 IPS |
|
Image Segmentation (I8)
|
89% |
886
5.47 IPS |
|
Pose Estimation (F32)
|
100% |
148
0.60 IPS |
|
Pose Estimation (F16)
|
100% |
145
0.59 IPS |
|
Pose Estimation (I8)
|
80% |
165
0.67 IPS |
|
Object Detection (F32)
|
100% |
404
14.2 IPS |
|
Object Detection (F16)
|
100% |
399
14.0 IPS |
|
Object Detection (I8)
|
52% |
622
21.8 IPS |
|
Face Detection (F32)
|
100% |
532
6.11 IPS |
|
Face Detection (F16)
|
100% |
497
5.71 IPS |
|
Face Detection (I8)
|
75% |
553
6.36 IPS |
|
Text Classification (F32)
|
100% |
488
193.1 IPS |
|
Text Classification (F16)
|
100% |
492
194.6 IPS |
|
Machine Translation (F32)
|
100% |
540
83.3 IPS |
|
Machine Translation (F16)
|
100% |
575
88.6 IPS |