Upload Date | October 06 2022 09:50 PM |
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 | 3.44 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 | 5.51 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2939
314.9 IPS |
|
Image Classification (F16)
|
100% |
4627
495.8 IPS |
|
Image Classification (I8)
|
81% |
745
79.8 IPS |
|
Image Segmentation (F32)
|
100% |
6440
39.8 IPS |
|
Image Segmentation (F16)
|
100% |
9309
57.5 IPS |
|
Image Segmentation (I8)
|
89% |
1365
8.43 IPS |
|
Pose Estimation (F32)
|
100% |
2430
9.83 IPS |
|
Pose Estimation (F16)
|
100% |
5139
20.8 IPS |
|
Pose Estimation (I8)
|
80% |
258
1.04 IPS |
|
Object Detection (F32)
|
100% |
3523
123.6 IPS |
|
Object Detection (F16)
|
100% |
3720
130.6 IPS |
|
Object Detection (I8)
|
52% |
1061
37.2 IPS |
|
Face Detection (F32)
|
100% |
5958
68.5 IPS |
|
Face Detection (F16)
|
97% |
10017
115.1 IPS |
|
Face Detection (I8)
|
75% |
1049
12.1 IPS |
|
Text Classification (F32)
|
100% |
1867
738.4 IPS |
|
Text Classification (F16)
|
100% |
1970
779.4 IPS |
|
Machine Translation (F32)
|
100% |
2241
345.3 IPS |
|
Machine Translation (F16)
|
100% |
2232
344.0 IPS |