Upload Date | June 13 2021 04:03 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0 |
Model | iPhone 12 Pro Max |
Model ID | iPhone13,4 |
Motherboard | D54pAP |
CPU Information | |
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Name | Apple A14 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.99 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 | |
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Size | 5.54 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
5206
557.8 IPS |
|
Image Classification (F16)
|
100% |
5167
553.6 IPS |
|
Image Classification (I8)
|
81% |
645
69.1 IPS |
|
Image Segmentation (F32)
|
100% |
1839
11.4 IPS |
|
Image Segmentation (F16)
|
100% |
1838
11.4 IPS |
|
Image Segmentation (I8)
|
89% |
1123
6.93 IPS |
|
Pose Estimation (F32)
|
100% |
17694
71.6 IPS |
|
Pose Estimation (F16)
|
100% |
18102
73.2 IPS |
|
Pose Estimation (I8)
|
80% |
224
0.90 IPS |
|
Object Detection (F32)
|
100% |
6492
227.8 IPS |
|
Object Detection (F16)
|
100% |
6527
229.1 IPS |
|
Object Detection (I8)
|
52% |
916
32.2 IPS |
|
Face Detection (F32)
|
100% |
6899
79.3 IPS |
|
Face Detection (F16)
|
100% |
6917
79.5 IPS |
|
Face Detection (I8)
|
75% |
854
9.81 IPS |
|
Text Classification (F32)
|
100% |
1037
410.2 IPS |
|
Text Classification (F16)
|
100% |
1045
413.1 IPS |
|
Machine Translation (F32)
|
100% |
1702
262.3 IPS |
|
Machine Translation (F16)
|
100% |
1702
262.2 IPS |