Upload Date | August 15 2024 07:00 PM |
Views | 4 |
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 | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
245
26.2 IPS |
|
Image Classification (F16)
|
100% |
217
23.2 IPS |
|
Image Classification (I8)
|
81% |
320
34.2 IPS |
|
Image Segmentation (F32)
|
100% |
630
3.89 IPS |
|
Image Segmentation (F16)
|
100% |
637
3.93 IPS |
|
Image Segmentation (I8)
|
89% |
590
3.64 IPS |
|
Pose Estimation (F32)
|
100% |
443
1.79 IPS |
|
Pose Estimation (F16)
|
100% |
448
1.81 IPS |
|
Pose Estimation (I8)
|
80% |
122
0.49 IPS |
|
Object Detection (F32)
|
100% |
403
14.2 IPS |
|
Object Detection (F16)
|
100% |
647
22.7 IPS |
|
Object Detection (I8)
|
52% |
457
16.0 IPS |
|
Face Detection (F32)
|
100% |
727
8.36 IPS |
|
Face Detection (F16)
|
100% |
714
8.21 IPS |
|
Face Detection (I8)
|
75% |
417
4.79 IPS |
|
Text Classification (F32)
|
98% |
111
44.0 IPS |
|
Text Classification (F16)
|
98% |
135
53.5 IPS |
|
Machine Translation (F32)
|
100% |
653
100.7 IPS |
|
Machine Translation (F16)
|
100% |
684
105.5 IPS |