Upload Date | May 15 2022 10:14 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.5 |
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% |
273
29.2 IPS |
|
Image Classification (F16)
|
100% |
268
28.7 IPS |
|
Image Classification (I8)
|
81% |
493
52.9 IPS |
|
Image Segmentation (F32)
|
100% |
500
3.09 IPS |
|
Image Segmentation (F16)
|
100% |
471
2.91 IPS |
|
Image Segmentation (I8)
|
89% |
905
5.59 IPS |
|
Pose Estimation (F32)
|
100% |
148
0.60 IPS |
|
Pose Estimation (F16)
|
100% |
145
0.59 IPS |
|
Pose Estimation (I8)
|
80% |
158
0.64 IPS |
|
Object Detection (F32)
|
100% |
418
14.7 IPS |
|
Object Detection (F16)
|
100% |
425
14.9 IPS |
|
Object Detection (I8)
|
52% |
637
22.3 IPS |
|
Face Detection (F32)
|
100% |
529
6.07 IPS |
|
Face Detection (F16)
|
100% |
528
6.07 IPS |
|
Face Detection (I8)
|
75% |
602
6.91 IPS |
|
Text Classification (F32)
|
100% |
468
185.3 IPS |
|
Text Classification (F16)
|
100% |
483
191.2 IPS |
|
Machine Translation (F32)
|
100% |
525
80.9 IPS |
|
Machine Translation (F16)
|
100% |
602
92.7 IPS |