Upload Date | August 29 2024 04:22 AM |
Views | 1 |
System Information | |
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Operating System | iOS 15.8.2 |
Model | iPhone 7 Plus |
Model ID | iPhone9,2 |
Motherboard | D11AP |
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% |
227
24.3 IPS |
|
Image Classification (F16)
|
100% |
263
28.2 IPS |
|
Image Classification (I8)
|
81% |
318
34.1 IPS |
|
Image Segmentation (F32)
|
100% |
611
3.78 IPS |
|
Image Segmentation (F16)
|
100% |
621
3.83 IPS |
|
Image Segmentation (I8)
|
89% |
584
3.61 IPS |
|
Pose Estimation (F32)
|
100% |
445
1.80 IPS |
|
Pose Estimation (F16)
|
100% |
443
1.79 IPS |
|
Pose Estimation (I8)
|
80% |
123
0.50 IPS |
|
Object Detection (F32)
|
100% |
398
14.0 IPS |
|
Object Detection (F16)
|
100% |
469
16.5 IPS |
|
Object Detection (I8)
|
52% |
455
16.0 IPS |
|
Face Detection (F32)
|
100% |
736
8.46 IPS |
|
Face Detection (F16)
|
100% |
776
8.92 IPS |
|
Face Detection (I8)
|
75% |
416
4.78 IPS |
|
Text Classification (F32)
|
98% |
154
60.9 IPS |
|
Text Classification (F16)
|
98% |
143
56.7 IPS |
|
Machine Translation (F32)
|
100% |
663
102.1 IPS |
|
Machine Translation (F16)
|
100% |
658
101.5 IPS |