Upload Date | September 09 2022 04:56 PM |
Views | 45 |
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 | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
7156
766.8 IPS |
|
Image Classification (F16)
|
100% |
7077
758.2 IPS |
|
Image Classification (I8)
|
81% |
745
79.8 IPS |
|
Image Segmentation (F32)
|
100% |
2336
14.4 IPS |
|
Image Segmentation (F16)
|
100% |
2509
15.5 IPS |
|
Image Segmentation (I8)
|
89% |
1364
8.42 IPS |
|
Pose Estimation (F32)
|
100% |
25598
103.6 IPS |
|
Pose Estimation (F16)
|
100% |
25324
102.5 IPS |
|
Pose Estimation (I8)
|
80% |
259
1.05 IPS |
|
Object Detection (F32)
|
100% |
8460
296.9 IPS |
|
Object Detection (F16)
|
100% |
8642
303.3 IPS |
|
Object Detection (I8)
|
52% |
1063
37.3 IPS |
|
Face Detection (F32)
|
100% |
10315
118.5 IPS |
|
Face Detection (F16)
|
100% |
10298
118.3 IPS |
|
Face Detection (I8)
|
75% |
1039
11.9 IPS |
|
Text Classification (F32)
|
100% |
1203
475.8 IPS |
|
Text Classification (F16)
|
100% |
1199
474.0 IPS |
|
Machine Translation (F32)
|
100% |
2238
344.9 IPS |
|
Machine Translation (F16)
|
100% |
2232
343.9 IPS |