Upload Date | August 14 2023 03:25 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.0 |
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 | 5.53 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
6223
666.7 IPS |
|
Image Classification (F16)
|
100% |
6043
647.5 IPS |
|
Image Classification (I8)
|
81% |
633
67.9 IPS |
|
Image Segmentation (F32)
|
100% |
2046
12.6 IPS |
|
Image Segmentation (F16)
|
100% |
2111
13.0 IPS |
|
Image Segmentation (I8)
|
89% |
1123
6.93 IPS |
|
Pose Estimation (F32)
|
100% |
18427
74.6 IPS |
|
Pose Estimation (F16)
|
100% |
17927
72.5 IPS |
|
Pose Estimation (I8)
|
80% |
219
0.89 IPS |
|
Object Detection (F32)
|
100% |
6745
236.7 IPS |
|
Object Detection (F16)
|
100% |
6659
233.7 IPS |
|
Object Detection (I8)
|
52% |
907
31.8 IPS |
|
Face Detection (F32)
|
100% |
7634
87.7 IPS |
|
Face Detection (F16)
|
100% |
7665
88.1 IPS |
|
Face Detection (I8)
|
75% |
878
10.1 IPS |
|
Text Classification (F32)
|
100% |
1374
543.3 IPS |
|
Text Classification (F16)
|
100% |
1381
546.2 IPS |
|
Machine Translation (F32)
|
100% |
1697
261.5 IPS |
|
Machine Translation (F16)
|
100% |
1693
260.9 IPS |