Upload Date | July 26 2024 09:59 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.8.2 |
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% |
237
25.4 IPS |
|
Image Classification (F16)
|
100% |
235
25.1 IPS |
|
Image Classification (I8)
|
81% |
282
30.2 IPS |
|
Image Segmentation (F32)
|
100% |
621
3.84 IPS |
|
Image Segmentation (F16)
|
100% |
619
3.82 IPS |
|
Image Segmentation (I8)
|
89% |
510
3.15 IPS |
|
Pose Estimation (F32)
|
100% |
436
1.76 IPS |
|
Pose Estimation (F16)
|
100% |
436
1.77 IPS |
|
Pose Estimation (I8)
|
80% |
105
0.42 IPS |
|
Object Detection (F32)
|
100% |
391
13.7 IPS |
|
Object Detection (F16)
|
100% |
555
19.5 IPS |
|
Object Detection (I8)
|
52% |
401
14.1 IPS |
|
Face Detection (F32)
|
100% |
682
7.84 IPS |
|
Face Detection (F16)
|
100% |
762
8.76 IPS |
|
Face Detection (I8)
|
75% |
370
4.25 IPS |
|
Text Classification (F32)
|
98% |
143
56.4 IPS |
|
Text Classification (F16)
|
98% |
141
55.6 IPS |
|
Machine Translation (F32)
|
100% |
632
97.4 IPS |
|
Machine Translation (F16)
|
100% |
634
97.7 IPS |