Upload Date | October 07 2022 01:40 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 16.0.2 |
Model | iPhone15,2 |
Model ID | iPhone15,2 |
Motherboard | D73AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.40 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 | 5.51 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2935
314.5 IPS |
|
Image Classification (F16)
|
100% |
4648
498.0 IPS |
|
Image Classification (I8)
|
81% |
743
79.6 IPS |
|
Image Segmentation (F32)
|
100% |
6389
39.5 IPS |
|
Image Segmentation (F16)
|
100% |
9413
58.1 IPS |
|
Image Segmentation (I8)
|
89% |
1363
8.42 IPS |
|
Pose Estimation (F32)
|
100% |
2388
9.66 IPS |
|
Pose Estimation (F16)
|
100% |
5163
20.9 IPS |
|
Pose Estimation (I8)
|
80% |
259
1.05 IPS |
|
Object Detection (F32)
|
100% |
3330
116.9 IPS |
|
Object Detection (F16)
|
100% |
4290
150.5 IPS |
|
Object Detection (I8)
|
52% |
1059
37.2 IPS |
|
Face Detection (F32)
|
100% |
5961
68.5 IPS |
|
Face Detection (F16)
|
97% |
10019
115.1 IPS |
|
Face Detection (I8)
|
75% |
1044
12.0 IPS |
|
Text Classification (F32)
|
100% |
1963
776.3 IPS |
|
Text Classification (F16)
|
100% |
2155
852.3 IPS |
|
Machine Translation (F32)
|
100% |
2232
344.0 IPS |
|
Machine Translation (F16)
|
100% |
2229
343.6 IPS |