Upload Date | November 17 2024 04:05 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.8.3 |
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% |
291
31.2 IPS |
|
Image Classification (F16)
|
100% |
280
30.0 IPS |
|
Image Classification (I8)
|
81% |
497
53.3 IPS |
|
Image Segmentation (F32)
|
100% |
512
3.16 IPS |
|
Image Segmentation (F16)
|
100% |
493
3.04 IPS |
|
Image Segmentation (I8)
|
89% |
928
5.73 IPS |
|
Pose Estimation (F32)
|
100% |
151
0.61 IPS |
|
Pose Estimation (F16)
|
100% |
145
0.59 IPS |
|
Pose Estimation (I8)
|
80% |
198
0.80 IPS |
|
Object Detection (F32)
|
100% |
439
15.4 IPS |
|
Object Detection (F16)
|
100% |
450
15.8 IPS |
|
Object Detection (I8)
|
52% |
644
22.6 IPS |
|
Face Detection (F32)
|
100% |
519
5.96 IPS |
|
Face Detection (F16)
|
100% |
522
6.00 IPS |
|
Face Detection (I8)
|
75% |
590
6.78 IPS |
|
Text Classification (F32)
|
100% |
468
185.0 IPS |
|
Text Classification (F16)
|
100% |
472
186.9 IPS |
|
Machine Translation (F32)
|
100% |
504
77.6 IPS |
|
Machine Translation (F16)
|
100% |
580
89.4 IPS |