Upload Date | April 21 2022 10:08 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.4.1 |
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 | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
753
80.7 IPS |
|
Image Classification (F16)
|
100% |
934
100.1 IPS |
|
Image Classification (I8)
|
81% |
349
37.4 IPS |
|
Image Segmentation (F32)
|
100% |
2016
12.5 IPS |
|
Image Segmentation (F16)
|
100% |
3492
21.6 IPS |
|
Image Segmentation (I8)
|
89% |
626
3.87 IPS |
|
Pose Estimation (F32)
|
100% |
646
2.61 IPS |
|
Pose Estimation (F16)
|
100% |
2162
8.75 IPS |
|
Pose Estimation (I8)
|
80% |
120
0.49 IPS |
|
Object Detection (F32)
|
100% |
1241
43.6 IPS |
|
Object Detection (F16)
|
99% |
1297
45.5 IPS |
|
Object Detection (I8)
|
52% |
505
17.7 IPS |
|
Face Detection (F32)
|
100% |
2107
24.2 IPS |
|
Face Detection (F16)
|
97% |
4273
49.1 IPS |
|
Face Detection (I8)
|
75% |
438
5.03 IPS |
|
Text Classification (F32)
|
100% |
454
179.7 IPS |
|
Text Classification (F16)
|
98% |
675
267.0 IPS |
|
Machine Translation (F32)
|
100% |
700
107.8 IPS |
|
Machine Translation (F16)
|
100% |
706
108.9 IPS |