Upload Date | October 28 2024 11:26 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.8.3 |
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% |
279
29.9 IPS |
|
Image Classification (F16)
|
100% |
272
29.2 IPS |
|
Image Classification (I8)
|
81% |
515
55.2 IPS |
|
Image Segmentation (F32)
|
100% |
495
3.06 IPS |
|
Image Segmentation (F16)
|
100% |
496
3.06 IPS |
|
Image Segmentation (I8)
|
89% |
887
5.48 IPS |
|
Pose Estimation (F32)
|
100% |
147
0.59 IPS |
|
Pose Estimation (F16)
|
100% |
126
0.51 IPS |
|
Pose Estimation (I8)
|
80% |
173
0.70 IPS |
|
Object Detection (F32)
|
100% |
409
14.3 IPS |
|
Object Detection (F16)
|
100% |
408
14.3 IPS |
|
Object Detection (I8)
|
52% |
624
21.9 IPS |
|
Face Detection (F32)
|
100% |
542
6.22 IPS |
|
Face Detection (F16)
|
100% |
500
5.75 IPS |
|
Face Detection (I8)
|
75% |
568
6.52 IPS |
|
Text Classification (F32)
|
100% |
461
182.2 IPS |
|
Text Classification (F16)
|
100% |
462
182.7 IPS |
|
Machine Translation (F32)
|
100% |
525
80.9 IPS |
|
Machine Translation (F16)
|
100% |
557
85.9 IPS |