Upload Date | September 09 2022 04:51 PM |
Views | 21 |
System Information | |
---|---|
Operating System | iOS 16.0 |
Model | iPhone15,3 |
Model ID | iPhone15,3 |
Motherboard | D74AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.44 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 5.49 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2864
306.8 IPS |
|
Image Classification (F16)
|
100% |
4542
486.7 IPS |
|
Image Classification (I8)
|
81% |
745
79.8 IPS |
|
Image Segmentation (F32)
|
100% |
6366
39.3 IPS |
|
Image Segmentation (F16)
|
100% |
9319
57.6 IPS |
|
Image Segmentation (I8)
|
89% |
1346
8.31 IPS |
|
Pose Estimation (F32)
|
100% |
2380
9.63 IPS |
|
Pose Estimation (F16)
|
100% |
5111
20.7 IPS |
|
Pose Estimation (I8)
|
80% |
258
1.04 IPS |
|
Object Detection (F32)
|
100% |
3285
115.3 IPS |
|
Object Detection (F16)
|
100% |
3607
126.6 IPS |
|
Object Detection (I8)
|
52% |
1060
37.2 IPS |
|
Face Detection (F32)
|
100% |
5904
67.8 IPS |
|
Face Detection (F16)
|
97% |
9983
114.7 IPS |
|
Face Detection (I8)
|
75% |
1030
11.8 IPS |
|
Text Classification (F32)
|
100% |
1919
758.9 IPS |
|
Text Classification (F16)
|
100% |
1842
728.7 IPS |
|
Machine Translation (F32)
|
100% |
2217
341.7 IPS |
|
Machine Translation (F16)
|
100% |
2220
342.1 IPS |