Upload Date | December 09 2022 02:40 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.6.1 |
Model | iPhone 11 |
Model ID | iPhone12,1 |
Motherboard | N104AP |
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 | 3.76 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
549
58.8 IPS |
|
Image Classification (F16)
|
100% |
531
56.9 IPS |
|
Image Classification (I8)
|
81% |
263
28.2 IPS |
|
Image Segmentation (F32)
|
100% |
852
5.26 IPS |
|
Image Segmentation (F16)
|
100% |
828
5.12 IPS |
|
Image Segmentation (I8)
|
89% |
1076
6.65 IPS |
|
Pose Estimation (F32)
|
100% |
260
1.05 IPS |
|
Pose Estimation (F16)
|
100% |
254
1.03 IPS |
|
Pose Estimation (I8)
|
80% |
313
1.27 IPS |
|
Object Detection (F32)
|
100% |
762
26.7 IPS |
|
Object Detection (F16)
|
100% |
755
26.5 IPS |
|
Object Detection (I8)
|
52% |
565
19.8 IPS |
|
Face Detection (F32)
|
100% |
960
11.0 IPS |
|
Face Detection (F16)
|
100% |
936
10.8 IPS |
|
Face Detection (I8)
|
75% |
693
7.97 IPS |
|
Text Classification (F32)
|
100% |
1353
535.1 IPS |
|
Text Classification (F16)
|
100% |
1366
540.2 IPS |
|
Machine Translation (F32)
|
100% |
1141
175.9 IPS |
|
Machine Translation (F16)
|
100% |
1150
177.3 IPS |