Upload Date | November 05 2022 02:22 AM |
Views | 1 |
System Information | |
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Operating System | iOS 16.1 |
Model | iPhone SE (2nd generation) |
Model ID | iPhone12,8 |
Motherboard | D79AP |
CPU Information | |
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Name | Apple A13 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.66 GHz |
L1 Instruction Cache | 96.0 KB x 1 |
L1 Data Cache | 48.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
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Size | 2.89 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1262
135.2 IPS |
|
Image Classification (F16)
|
100% |
1666
178.6 IPS |
|
Image Classification (I8)
|
81% |
448
48.0 IPS |
|
Image Segmentation (F32)
|
100% |
3522
21.8 IPS |
|
Image Segmentation (F16)
|
100% |
5617
34.7 IPS |
|
Image Segmentation (I8)
|
89% |
835
5.15 IPS |
|
Pose Estimation (F32)
|
100% |
1420
5.75 IPS |
|
Pose Estimation (F16)
|
100% |
4410
17.8 IPS |
|
Pose Estimation (I8)
|
80% |
150
0.61 IPS |
|
Object Detection (F32)
|
100% |
1541
54.1 IPS |
|
Object Detection (F16)
|
99% |
1818
63.8 IPS |
|
Object Detection (I8)
|
52% |
630
22.1 IPS |
|
Face Detection (F32)
|
100% |
3623
41.6 IPS |
|
Face Detection (F16)
|
97% |
5259
60.4 IPS |
|
Face Detection (I8)
|
75% |
604
6.94 IPS |
|
Text Classification (F32)
|
100% |
959
379.2 IPS |
|
Text Classification (F16)
|
98% |
1206
477.2 IPS |
|
Machine Translation (F32)
|
100% |
1194
184.0 IPS |
|
Machine Translation (F16)
|
100% |
1188
183.1 IPS |