Upload Date | June 15 2021 02:26 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPhone 11 Pro Max |
Model ID | iPhone12,5 |
Motherboard | D431AP |
CPU Information | |
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Name | Apple A13 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.66 GHz |
L1 Instruction Cache | 96.0 KB x 1 |
L1 Data Cache | 48.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.67 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
558
59.8 IPS |
|
Image Classification (F16)
|
100% |
552
59.2 IPS |
|
Image Classification (I8)
|
81% |
331
35.4 IPS |
|
Image Segmentation (F32)
|
100% |
886
5.48 IPS |
|
Image Segmentation (F16)
|
100% |
873
5.39 IPS |
|
Image Segmentation (I8)
|
89% |
1118
6.91 IPS |
|
Pose Estimation (F32)
|
100% |
284
1.15 IPS |
|
Pose Estimation (F16)
|
100% |
284
1.15 IPS |
|
Pose Estimation (I8)
|
80% |
345
1.40 IPS |
|
Object Detection (F32)
|
100% |
498
17.5 IPS |
|
Object Detection (F16)
|
100% |
756
26.5 IPS |
|
Object Detection (I8)
|
52% |
610
21.4 IPS |
|
Face Detection (F32)
|
100% |
861
9.90 IPS |
|
Face Detection (F16)
|
100% |
878
10.1 IPS |
|
Face Detection (I8)
|
75% |
711
8.17 IPS |
|
Text Classification (F32)
|
100% |
2018
798.3 IPS |
|
Text Classification (F16)
|
100% |
2011
795.2 IPS |
|
Machine Translation (F32)
|
100% |
1214
187.1 IPS |
|
Machine Translation (F16)
|
100% |
1210
186.4 IPS |