Upload Date | September 10 2024 11:55 PM |
Views | 1 |
System Information | |
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Operating System | iOS 15.8.3 |
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 | |
---|---|
Size | 1.96 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
143
15.3 IPS |
|
Image Classification (F16)
|
100% |
139
14.9 IPS |
|
Image Classification (I8)
|
81% |
192
20.5 IPS |
|
Image Segmentation (F32)
|
100% |
197
1.22 IPS |
|
Image Segmentation (F16)
|
100% |
234
1.44 IPS |
|
Image Segmentation (I8)
|
89% |
331
2.05 IPS |
|
Pose Estimation (F32)
|
100% |
73
0.29 IPS |
|
Pose Estimation (F16)
|
100% |
67
0.27 IPS |
|
Pose Estimation (I8)
|
80% |
61
0.25 IPS |
|
Object Detection (F32)
|
100% |
182
6.39 IPS |
|
Object Detection (F16)
|
100% |
171
5.99 IPS |
|
Object Detection (I8)
|
52% |
232
8.16 IPS |
|
Face Detection (F32)
|
100% |
249
2.86 IPS |
|
Face Detection (F16)
|
100% |
247
2.83 IPS |
|
Face Detection (I8)
|
75% |
187
2.15 IPS |
|
Text Classification (F32)
|
100% |
272
107.7 IPS |
|
Text Classification (F16)
|
100% |
270
106.9 IPS |
|
Machine Translation (F32)
|
100% |
210
32.4 IPS |
|
Machine Translation (F16)
|
100% |
231
35.5 IPS |