Upload Date | September 29 2021 12:18 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.7.1 |
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
885
94.8 IPS |
|
Image Classification (F16)
|
100% |
963
103.2 IPS |
|
Image Classification (I8)
|
81% |
359
38.5 IPS |
|
Image Segmentation (F32)
|
100% |
2111
13.0 IPS |
|
Image Segmentation (F16)
|
100% |
3983
24.6 IPS |
|
Image Segmentation (I8)
|
89% |
661
4.08 IPS |
|
Pose Estimation (F32)
|
100% |
662
2.68 IPS |
|
Pose Estimation (F16)
|
100% |
2210
8.94 IPS |
|
Pose Estimation (I8)
|
80% |
132
0.53 IPS |
|
Object Detection (F32)
|
100% |
1296
45.5 IPS |
|
Object Detection (F16)
|
99% |
1281
44.9 IPS |
|
Object Detection (I8)
|
52% |
508
17.8 IPS |
|
Face Detection (F32)
|
100% |
2125
24.4 IPS |
|
Face Detection (F16)
|
97% |
4286
49.2 IPS |
|
Face Detection (I8)
|
75% |
489
5.62 IPS |
|
Text Classification (F32)
|
100% |
489
193.2 IPS |
|
Text Classification (F16)
|
98% |
705
278.9 IPS |
|
Machine Translation (F32)
|
100% |
737
113.5 IPS |
|
Machine Translation (F16)
|
100% |
736
113.5 IPS |