Upload Date | December 08 2022 08:46 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.1.2 |
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 | 3.45 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 | Core ML |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
7264
778.3 IPS |
|
Image Classification (F16)
|
100% |
7215
773.1 IPS |
|
Image Classification (I8)
|
81% |
745
79.8 IPS |
|
Image Segmentation (F32)
|
100% |
2468
15.2 IPS |
|
Image Segmentation (F16)
|
100% |
2500
15.4 IPS |
|
Image Segmentation (I8)
|
89% |
1366
8.43 IPS |
|
Pose Estimation (F32)
|
100% |
25678
103.9 IPS |
|
Pose Estimation (F16)
|
100% |
26130
105.7 IPS |
|
Pose Estimation (I8)
|
80% |
259
1.05 IPS |
|
Object Detection (F32)
|
100% |
8921
313.1 IPS |
|
Object Detection (F16)
|
100% |
9066
318.2 IPS |
|
Object Detection (I8)
|
52% |
1070
37.5 IPS |
|
Face Detection (F32)
|
100% |
10390
119.4 IPS |
|
Face Detection (F16)
|
100% |
10361
119.0 IPS |
|
Face Detection (I8)
|
75% |
1048
12.0 IPS |
|
Text Classification (F32)
|
100% |
1221
482.9 IPS |
|
Text Classification (F16)
|
100% |
1220
482.4 IPS |
|
Machine Translation (F32)
|
100% |
2267
349.4 IPS |
|
Machine Translation (F16)
|
100% |
2244
345.8 IPS |