Upload Date | March 01 2025 10:45 AM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 15.8.3 |
Model | iPhone 7 |
Model ID | iPhone9,3 |
Motherboard | D101AP |
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% |
282
30.2 IPS |
|
Image Classification (F16)
|
100% |
267
28.6 IPS |
|
Image Classification (I8)
|
81% |
511
54.8 IPS |
|
Image Segmentation (F32)
|
100% |
487
3.01 IPS |
|
Image Segmentation (F16)
|
100% |
471
2.91 IPS |
|
Image Segmentation (I8)
|
89% |
843
5.21 IPS |
|
Pose Estimation (F32)
|
100% |
146
0.59 IPS |
|
Pose Estimation (F16)
|
100% |
137
0.55 IPS |
|
Pose Estimation (I8)
|
80% |
182
0.74 IPS |
|
Object Detection (F32)
|
100% |
415
14.6 IPS |
|
Object Detection (F16)
|
100% |
395
13.9 IPS |
|
Object Detection (I8)
|
52% |
569
20.0 IPS |
|
Face Detection (F32)
|
100% |
509
5.85 IPS |
|
Face Detection (F16)
|
100% |
495
5.69 IPS |
|
Face Detection (I8)
|
75% |
447
5.14 IPS |
|
Text Classification (F32)
|
100% |
398
157.5 IPS |
|
Text Classification (F16)
|
100% |
399
157.8 IPS |
|
Machine Translation (F32)
|
100% |
421
64.8 IPS |
|
Machine Translation (F16)
|
100% |
419
64.6 IPS |