Upload Date | October 23 2021 10:11 PM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 15.0.2 |
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
730
78.2 IPS |
|
Image Classification (F16)
|
100% |
948
101.6 IPS |
|
Image Classification (I8)
|
81% |
359
38.5 IPS |
|
Image Segmentation (F32)
|
100% |
2003
12.4 IPS |
|
Image Segmentation (F16)
|
100% |
3536
21.8 IPS |
|
Image Segmentation (I8)
|
89% |
652
4.03 IPS |
|
Pose Estimation (F32)
|
100% |
647
2.62 IPS |
|
Pose Estimation (F16)
|
100% |
2173
8.79 IPS |
|
Pose Estimation (I8)
|
80% |
130
0.53 IPS |
|
Object Detection (F32)
|
100% |
1269
44.5 IPS |
|
Object Detection (F16)
|
99% |
1332
46.7 IPS |
|
Object Detection (I8)
|
52% |
510
17.9 IPS |
|
Face Detection (F32)
|
100% |
2117
24.3 IPS |
|
Face Detection (F16)
|
97% |
4266
49.0 IPS |
|
Face Detection (I8)
|
75% |
487
5.60 IPS |
|
Text Classification (F32)
|
100% |
484
191.3 IPS |
|
Text Classification (F16)
|
98% |
686
271.3 IPS |
|
Machine Translation (F32)
|
100% |
736
113.4 IPS |
|
Machine Translation (F16)
|
100% |
745
114.8 IPS |