Upload Date | October 07 2022 01:30 AM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 16.0.2 |
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 |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
7372
789.9 IPS |
|
Image Classification (F16)
|
100% |
7152
766.3 IPS |
|
Image Classification (I8)
|
81% |
746
79.9 IPS |
|
Image Segmentation (F32)
|
100% |
2377
14.7 IPS |
|
Image Segmentation (F16)
|
100% |
2498
15.4 IPS |
|
Image Segmentation (I8)
|
89% |
1326
8.19 IPS |
|
Pose Estimation (F32)
|
100% |
26703
108.1 IPS |
|
Pose Estimation (F16)
|
100% |
26157
105.8 IPS |
|
Pose Estimation (I8)
|
80% |
256
1.04 IPS |
|
Object Detection (F32)
|
100% |
8565
300.6 IPS |
|
Object Detection (F16)
|
100% |
8975
315.0 IPS |
|
Object Detection (I8)
|
52% |
1055
37.0 IPS |
|
Face Detection (F32)
|
100% |
10591
121.7 IPS |
|
Face Detection (F16)
|
100% |
10336
118.8 IPS |
|
Face Detection (I8)
|
75% |
1023
11.7 IPS |
|
Text Classification (F32)
|
100% |
1295
512.0 IPS |
|
Text Classification (F16)
|
100% |
1342
530.9 IPS |
|
Machine Translation (F32)
|
100% |
2251
346.9 IPS |
|
Machine Translation (F16)
|
100% |
2276
350.8 IPS |