Upload Date | November 04 2024 06:16 AM |
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 | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
240
25.7 IPS |
|
Image Classification (F16)
|
100% |
239
25.6 IPS |
|
Image Classification (I8)
|
81% |
316
33.8 IPS |
|
Image Segmentation (F32)
|
100% |
606
3.74 IPS |
|
Image Segmentation (F16)
|
100% |
612
3.78 IPS |
|
Image Segmentation (I8)
|
89% |
582
3.59 IPS |
|
Pose Estimation (F32)
|
100% |
437
1.77 IPS |
|
Pose Estimation (F16)
|
100% |
441
1.79 IPS |
|
Pose Estimation (I8)
|
80% |
115
0.47 IPS |
|
Object Detection (F32)
|
100% |
418
14.7 IPS |
|
Object Detection (F16)
|
100% |
632
22.2 IPS |
|
Object Detection (I8)
|
52% |
452
15.9 IPS |
|
Face Detection (F32)
|
100% |
634
7.29 IPS |
|
Face Detection (F16)
|
100% |
694
7.97 IPS |
|
Face Detection (I8)
|
75% |
385
4.42 IPS |
|
Text Classification (F32)
|
98% |
145
57.2 IPS |
|
Text Classification (F16)
|
98% |
154
60.9 IPS |
|
Machine Translation (F32)
|
100% |
590
91.0 IPS |
|
Machine Translation (F16)
|
100% |
596
91.8 IPS |