Upload Date | October 06 2022 09:58 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.0.2 |
Model | iPhone 8 |
Model ID | iPhone10,1 |
Motherboard | D20AP |
CPU Information | |
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Name | Apple A11 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.39 GHz |
L1 Instruction Cache | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 1.93 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
376
40.3 IPS |
|
Image Classification (F16)
|
100% |
365
39.1 IPS |
|
Image Classification (I8)
|
81% |
281
30.1 IPS |
|
Image Segmentation (F32)
|
100% |
620
3.83 IPS |
|
Image Segmentation (F16)
|
100% |
615
3.80 IPS |
|
Image Segmentation (I8)
|
89% |
853
5.27 IPS |
|
Pose Estimation (F32)
|
100% |
209
0.84 IPS |
|
Pose Estimation (F16)
|
100% |
185
0.75 IPS |
|
Pose Estimation (I8)
|
80% |
191
0.77 IPS |
|
Object Detection (F32)
|
100% |
521
18.3 IPS |
|
Object Detection (F16)
|
100% |
532
18.7 IPS |
|
Object Detection (I8)
|
52% |
497
17.4 IPS |
|
Face Detection (F32)
|
100% |
701
8.05 IPS |
|
Face Detection (F16)
|
100% |
642
7.38 IPS |
|
Face Detection (I8)
|
75% |
576
6.62 IPS |
|
Text Classification (F32)
|
100% |
625
247.3 IPS |
|
Text Classification (F16)
|
100% |
707
279.6 IPS |
|
Machine Translation (F32)
|
100% |
726
111.8 IPS |
|
Machine Translation (F16)
|
100% |
726
111.9 IPS |