Upload Date | December 06 2024 01:40 AM |
Views | 1 |
System Information | |
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Operating System | iOS 18.0.1 |
Model | iPhone XS |
Model ID | iPhone11,2 |
Motherboard | D321AP |
CPU Information | |
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Name | Apple A12 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.49 GHz |
L1 Instruction Cache | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 2.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.69 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
4104
439.7 IPS |
|
Image Classification (F16)
|
100% |
4042
433.1 IPS |
|
Image Classification (I8)
|
81% |
371
39.8 IPS |
|
Image Segmentation (F32)
|
100% |
1276
7.88 IPS |
|
Image Segmentation (F16)
|
100% |
1345
8.31 IPS |
|
Image Segmentation (I8)
|
89% |
706
4.36 IPS |
|
Pose Estimation (F32)
|
100% |
7184
29.1 IPS |
|
Pose Estimation (F16)
|
100% |
7246
29.3 IPS |
|
Pose Estimation (I8)
|
80% |
130
0.53 IPS |
|
Object Detection (F32)
|
94% |
3920
137.6 IPS |
|
Object Detection (F16)
|
94% |
4005
140.5 IPS |
|
Object Detection (I8)
|
52% |
550
19.3 IPS |
|
Face Detection (F32)
|
67% |
4028
46.3 IPS |
|
Face Detection (F16)
|
67% |
4036
46.4 IPS |
|
Face Detection (I8)
|
75% |
485
5.57 IPS |
|
Text Classification (F32)
|
100% |
326
129.0 IPS |
|
Text Classification (F16)
|
100% |
331
130.8 IPS |
|
Machine Translation (F32)
|
100% |
963
148.5 IPS |
|
Machine Translation (F16)
|
100% |
966
148.9 IPS |