Upload Date | May 17 2022 11:07 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.4.1 |
Model | iPhone 11 Pro |
Model ID | iPhone12,3 |
Motherboard | D421AP |
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 | 3.68 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
549
58.8 IPS |
|
Image Classification (F16)
|
100% |
542
58.1 IPS |
|
Image Classification (I8)
|
81% |
322
34.5 IPS |
|
Image Segmentation (F32)
|
100% |
885
5.47 IPS |
|
Image Segmentation (F16)
|
100% |
877
5.42 IPS |
|
Image Segmentation (I8)
|
89% |
1111
6.86 IPS |
|
Pose Estimation (F32)
|
100% |
281
1.14 IPS |
|
Pose Estimation (F16)
|
100% |
282
1.14 IPS |
|
Pose Estimation (I8)
|
80% |
340
1.38 IPS |
|
Object Detection (F32)
|
100% |
808
28.4 IPS |
|
Object Detection (F16)
|
100% |
638
22.4 IPS |
|
Object Detection (I8)
|
52% |
550
19.3 IPS |
|
Face Detection (F32)
|
100% |
845
9.71 IPS |
|
Face Detection (F16)
|
100% |
882
10.1 IPS |
|
Face Detection (I8)
|
75% |
703
8.07 IPS |
|
Text Classification (F32)
|
100% |
1691
668.7 IPS |
|
Text Classification (F16)
|
100% |
1728
683.4 IPS |
|
Machine Translation (F32)
|
100% |
1196
184.3 IPS |
|
Machine Translation (F16)
|
100% |
1198
184.6 IPS |