Upload Date | October 14 2021 06:41 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.0 |
Model | iPhone 8 Plus |
Model ID | iPhone10,5 |
Motherboard | D211AP |
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 | 2.90 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
377
40.4 IPS |
|
Image Classification (F16)
|
100% |
367
39.3 IPS |
|
Image Classification (I8)
|
81% |
287
30.8 IPS |
|
Image Segmentation (F32)
|
100% |
509
3.14 IPS |
|
Image Segmentation (F16)
|
100% |
220
1.36 IPS |
|
Image Segmentation (I8)
|
89% |
672
4.15 IPS |
|
Pose Estimation (F32)
|
100% |
135
0.55 IPS |
|
Pose Estimation (F16)
|
100% |
108
0.44 IPS |
|
Pose Estimation (I8)
|
80% |
139
0.56 IPS |
|
Object Detection (F32)
|
100% |
340
11.9 IPS |
|
Object Detection (F16)
|
100% |
444
15.6 IPS |
|
Object Detection (I8)
|
52% |
474
16.6 IPS |
|
Face Detection (F32)
|
100% |
563
6.47 IPS |
|
Face Detection (F16)
|
100% |
590
6.77 IPS |
|
Face Detection (I8)
|
75% |
586
6.74 IPS |
|
Text Classification (F32)
|
100% |
606
239.6 IPS |
|
Text Classification (F16)
|
100% |
650
257.0 IPS |
|
Machine Translation (F32)
|
100% |
721
111.2 IPS |
|
Machine Translation (F16)
|
100% |
741
114.2 IPS |