Upload Date | March 31 2025 09:16 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.7.8 |
Model | iPhone 7 |
Model ID | iPhone9,1 |
Motherboard | D10AP |
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 | 1.95 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% |
264
28.3 IPS |
|
Image Classification (I8)
|
81% |
446
47.8 IPS |
|
Image Segmentation (F32)
|
100% |
468
2.89 IPS |
|
Image Segmentation (F16)
|
100% |
492
3.04 IPS |
|
Image Segmentation (I8)
|
89% |
745
4.60 IPS |
|
Pose Estimation (F32)
|
100% |
147
0.59 IPS |
|
Pose Estimation (F16)
|
100% |
145
0.59 IPS |
|
Pose Estimation (I8)
|
80% |
146
0.59 IPS |
|
Object Detection (F32)
|
100% |
384
13.5 IPS |
|
Object Detection (F16)
|
100% |
388
13.6 IPS |
|
Object Detection (I8)
|
52% |
644
22.6 IPS |
|
Face Detection (F32)
|
100% |
520
5.97 IPS |
|
Face Detection (F16)
|
100% |
513
5.90 IPS |
|
Face Detection (I8)
|
75% |
556
6.39 IPS |
|
Text Classification (F32)
|
100% |
466
184.4 IPS |
|
Text Classification (F16)
|
100% |
467
184.8 IPS |
|
Machine Translation (F32)
|
100% |
503
77.5 IPS |
|
Machine Translation (F16)
|
100% |
496
76.5 IPS |