Upload Date | June 12 2021 06:45 PM |
Views | 2 |
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% |
375
40.2 IPS |
|
Image Classification (F16)
|
100% |
365
39.1 IPS |
|
Image Classification (I8)
|
81% |
290
31.1 IPS |
|
Image Segmentation (F32)
|
100% |
191
1.18 IPS |
|
Image Segmentation (F16)
|
100% |
302
1.86 IPS |
|
Image Segmentation (I8)
|
89% |
749
4.63 IPS |
|
Pose Estimation (F32)
|
100% |
161
0.65 IPS |
|
Pose Estimation (F16)
|
100% |
151
0.61 IPS |
|
Pose Estimation (I8)
|
80% |
165
0.67 IPS |
|
Object Detection (F32)
|
100% |
445
15.6 IPS |
|
Object Detection (F16)
|
100% |
446
15.7 IPS |
|
Object Detection (I8)
|
52% |
513
18.0 IPS |
|
Face Detection (F32)
|
100% |
636
7.31 IPS |
|
Face Detection (F16)
|
100% |
643
7.39 IPS |
|
Face Detection (I8)
|
75% |
594
6.83 IPS |
|
Text Classification (F32)
|
100% |
637
252.0 IPS |
|
Text Classification (F16)
|
100% |
673
266.4 IPS |
|
Machine Translation (F32)
|
100% |
750
115.6 IPS |
|
Machine Translation (F16)
|
100% |
743
114.4 IPS |