Upload Date | December 23 2024 08:32 PM |
Views | 3 |
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% |
277
29.6 IPS |
|
Image Classification (F16)
|
100% |
266
28.5 IPS |
|
Image Classification (I8)
|
81% |
488
52.3 IPS |
|
Image Segmentation (F32)
|
100% |
474
2.93 IPS |
|
Image Segmentation (F16)
|
100% |
473
2.92 IPS |
|
Image Segmentation (I8)
|
89% |
881
5.44 IPS |
|
Pose Estimation (F32)
|
100% |
147
0.59 IPS |
|
Pose Estimation (F16)
|
100% |
147
0.59 IPS |
|
Pose Estimation (I8)
|
80% |
181
0.73 IPS |
|
Object Detection (F32)
|
100% |
385
13.5 IPS |
|
Object Detection (F16)
|
100% |
419
14.7 IPS |
|
Object Detection (I8)
|
52% |
655
23.0 IPS |
|
Face Detection (F32)
|
100% |
541
6.21 IPS |
|
Face Detection (F16)
|
100% |
526
6.05 IPS |
|
Face Detection (I8)
|
75% |
601
6.90 IPS |
|
Text Classification (F32)
|
100% |
486
192.3 IPS |
|
Text Classification (F16)
|
100% |
484
191.4 IPS |
|
Machine Translation (F32)
|
100% |
524
80.8 IPS |
|
Machine Translation (F16)
|
100% |
586
90.3 IPS |