Upload Date | January 05 2024 11:14 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.8 |
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 | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
276
29.5 IPS |
|
Image Classification (F16)
|
100% |
244
26.1 IPS |
|
Image Classification (I8)
|
81% |
320
34.3 IPS |
|
Image Segmentation (F32)
|
100% |
635
3.92 IPS |
|
Image Segmentation (F16)
|
100% |
648
4.00 IPS |
|
Image Segmentation (I8)
|
89% |
589
3.64 IPS |
|
Pose Estimation (F32)
|
100% |
436
1.77 IPS |
|
Pose Estimation (F16)
|
100% |
441
1.78 IPS |
|
Pose Estimation (I8)
|
80% |
121
0.49 IPS |
|
Object Detection (F32)
|
100% |
385
13.5 IPS |
|
Object Detection (F16)
|
100% |
667
23.4 IPS |
|
Object Detection (I8)
|
52% |
458
16.1 IPS |
|
Face Detection (F32)
|
100% |
608
6.98 IPS |
|
Face Detection (F16)
|
100% |
654
7.51 IPS |
|
Face Detection (I8)
|
75% |
415
4.77 IPS |
|
Text Classification (F32)
|
98% |
146
57.8 IPS |
|
Text Classification (F16)
|
98% |
136
53.9 IPS |
|
Machine Translation (F32)
|
100% |
676
104.1 IPS |
|
Machine Translation (F16)
|
100% |
683
105.2 IPS |