Upload Date | December 08 2022 10:29 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.2 |
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 |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
7255
777.4 IPS |
|
Image Classification (F16)
|
100% |
7296
781.8 IPS |
|
Image Classification (I8)
|
81% |
739
79.2 IPS |
|
Image Segmentation (F32)
|
100% |
2320
14.3 IPS |
|
Image Segmentation (F16)
|
100% |
2309
14.3 IPS |
|
Image Segmentation (I8)
|
89% |
1353
8.36 IPS |
|
Pose Estimation (F32)
|
100% |
26019
105.3 IPS |
|
Pose Estimation (F16)
|
100% |
26410
106.9 IPS |
|
Pose Estimation (I8)
|
80% |
256
1.04 IPS |
|
Object Detection (F32)
|
100% |
8677
304.5 IPS |
|
Object Detection (F16)
|
100% |
8993
315.6 IPS |
|
Object Detection (I8)
|
52% |
1056
37.1 IPS |
|
Face Detection (F32)
|
100% |
10658
122.5 IPS |
|
Face Detection (F16)
|
100% |
10539
121.1 IPS |
|
Face Detection (I8)
|
75% |
1037
11.9 IPS |
|
Text Classification (F32)
|
100% |
1248
493.7 IPS |
|
Text Classification (F16)
|
100% |
1249
494.0 IPS |
|
Machine Translation (F32)
|
100% |
2289
352.8 IPS |
|
Machine Translation (F16)
|
100% |
2300
354.5 IPS |