Upload Date | March 01 2025 11:00 AM |
Views | 6 |
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
574
61.5 IPS |
|
Image Classification (F16)
|
100% |
589
63.2 IPS |
|
Image Classification (I8)
|
81% |
321
34.3 IPS |
|
Image Segmentation (F32)
|
100% |
1536
9.49 IPS |
|
Image Segmentation (F16)
|
100% |
2559
15.8 IPS |
|
Image Segmentation (I8)
|
89% |
589
3.64 IPS |
|
Pose Estimation (F32)
|
100% |
640
2.59 IPS |
|
Pose Estimation (F16)
|
100% |
1212
4.90 IPS |
|
Pose Estimation (I8)
|
80% |
124
0.50 IPS |
|
Object Detection (F32)
|
100% |
942
33.1 IPS |
|
Object Detection (F16)
|
100% |
1231
43.2 IPS |
|
Object Detection (I8)
|
52% |
457
16.0 IPS |
|
Face Detection (F32)
|
100% |
1479
17.0 IPS |
|
Face Detection (F16)
|
97% |
2701
31.0 IPS |
|
Face Detection (I8)
|
75% |
411
4.73 IPS |
|
Text Classification (F32)
|
100% |
409
161.7 IPS |
|
Text Classification (F16)
|
98% |
537
212.6 IPS |
|
Machine Translation (F32)
|
100% |
674
103.9 IPS |
|
Machine Translation (F16)
|
100% |
675
104.1 IPS |