Upload Date | June 15 2021 02:59 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
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% |
381
40.8 IPS |
|
Image Classification (F16)
|
100% |
380
40.7 IPS |
|
Image Classification (I8)
|
81% |
292
31.3 IPS |
|
Image Segmentation (F32)
|
100% |
647
4.00 IPS |
|
Image Segmentation (F16)
|
100% |
645
3.98 IPS |
|
Image Segmentation (I8)
|
89% |
872
5.39 IPS |
|
Pose Estimation (F32)
|
100% |
116
0.47 IPS |
|
Pose Estimation (F16)
|
100% |
80
0.32 IPS |
|
Pose Estimation (I8)
|
80% |
126
0.51 IPS |
|
Object Detection (F32)
|
100% |
342
12.0 IPS |
|
Object Detection (F16)
|
100% |
415
14.6 IPS |
|
Object Detection (I8)
|
52% |
492
17.3 IPS |
|
Face Detection (F32)
|
100% |
585
6.72 IPS |
|
Face Detection (F16)
|
100% |
647
7.43 IPS |
|
Face Detection (I8)
|
75% |
604
6.94 IPS |
|
Text Classification (F32)
|
100% |
652
257.8 IPS |
|
Text Classification (F16)
|
100% |
720
284.9 IPS |
|
Machine Translation (F32)
|
100% |
761
117.4 IPS |
|
Machine Translation (F16)
|
100% |
746
115.0 IPS |