Upload Date | September 26 2022 02:57 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.7 |
Model | iPhone 6s |
Model ID | iPhone8,1 |
Motherboard | N71mAP |
CPU Information | |
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Name | Apple A9 |
Topology | 1 Processor, 2 Cores |
Identifier | ARM |
Base Frequency | 1.85 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 | |
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Size | 1.96 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
252
27.0 IPS |
|
Image Classification (F16)
|
100% |
258
27.6 IPS |
|
Image Classification (I8)
|
81% |
189
20.2 IPS |
|
Image Segmentation (F32)
|
100% |
484
2.99 IPS |
|
Image Segmentation (F16)
|
100% |
478
2.95 IPS |
|
Image Segmentation (I8)
|
89% |
357
2.20 IPS |
|
Pose Estimation (F32)
|
100% |
311
1.26 IPS |
|
Pose Estimation (F16)
|
100% |
308
1.25 IPS |
|
Pose Estimation (I8)
|
80% |
66
0.27 IPS |
|
Object Detection (F32)
|
100% |
461
16.2 IPS |
|
Object Detection (F16)
|
100% |
536
18.8 IPS |
|
Object Detection (I8)
|
52% |
268
9.42 IPS |
|
Face Detection (F32)
|
100% |
705
8.10 IPS |
|
Face Detection (F16)
|
100% |
683
7.85 IPS |
|
Face Detection (I8)
|
75% |
262
3.02 IPS |
|
Text Classification (F32)
|
98% |
72
28.3 IPS |
|
Text Classification (F16)
|
98% |
71
28.0 IPS |
|
Machine Translation (F32)
|
100% |
416
64.1 IPS |
|
Machine Translation (F16)
|
100% |
417
64.3 IPS |