Upload Date | September 13 2023 06:15 PM |
Views | 12 |
System Information | |
---|---|
Operating System | iOS 17.0 |
Model | iPhone15,5 |
Model ID | iPhone15,5 |
Motherboard | D38AP |
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 | 5.52 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2964
317.6 IPS |
|
Image Classification (F16)
|
100% |
3257
349.0 IPS |
|
Image Classification (I8)
|
81% |
743
79.6 IPS |
|
Image Segmentation (F32)
|
100% |
6348
39.2 IPS |
|
Image Segmentation (F16)
|
100% |
8902
55.0 IPS |
|
Image Segmentation (I8)
|
89% |
1306
8.07 IPS |
|
Pose Estimation (F32)
|
100% |
2585
10.5 IPS |
|
Pose Estimation (F16)
|
100% |
5335
21.6 IPS |
|
Pose Estimation (I8)
|
80% |
249
1.01 IPS |
|
Object Detection (F32)
|
100% |
1812
63.6 IPS |
|
Object Detection (F16)
|
100% |
3584
125.8 IPS |
|
Object Detection (I8)
|
52% |
1044
36.6 IPS |
|
Face Detection (F32)
|
100% |
6242
71.7 IPS |
|
Face Detection (F16)
|
97% |
10087
115.9 IPS |
|
Face Detection (I8)
|
75% |
979
11.3 IPS |
|
Text Classification (F32)
|
100% |
913
361.2 IPS |
|
Text Classification (F16)
|
100% |
1034
409.1 IPS |
|
Machine Translation (F32)
|
100% |
2316
356.9 IPS |
|
Machine Translation (F16)
|
100% |
2329
358.9 IPS |