Upload Date | September 26 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% |
368
39.4 IPS |
|
Image Classification (F16)
|
100% |
313
33.5 IPS |
|
Image Classification (I8)
|
81% |
378
40.5 IPS |
|
Image Segmentation (F32)
|
100% |
467
2.89 IPS |
|
Image Segmentation (F16)
|
100% |
536
3.31 IPS |
|
Image Segmentation (I8)
|
89% |
779
4.81 IPS |
|
Pose Estimation (F32)
|
100% |
183
0.74 IPS |
|
Pose Estimation (F16)
|
100% |
148
0.60 IPS |
|
Pose Estimation (I8)
|
80% |
163
0.66 IPS |
|
Object Detection (F32)
|
100% |
326
11.4 IPS |
|
Object Detection (F16)
|
100% |
362
12.7 IPS |
|
Object Detection (I8)
|
52% |
470
16.5 IPS |
|
Face Detection (F32)
|
100% |
536
6.16 IPS |
|
Face Detection (F16)
|
100% |
537
6.17 IPS |
|
Face Detection (I8)
|
75% |
551
6.33 IPS |
|
Text Classification (F32)
|
100% |
419
165.9 IPS |
|
Text Classification (F16)
|
100% |
429
169.5 IPS |
|
Machine Translation (F32)
|
100% |
602
92.8 IPS |
|
Machine Translation (F16)
|
100% |
589
90.8 IPS |