Upload Date | September 28 2021 11:20 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.0 |
Model | iPhone 8 |
Model ID | iPhone10,4 |
Motherboard | D201AP |
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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
380
40.7 IPS |
|
Image Classification (F16)
|
100% |
375
40.2 IPS |
|
Image Classification (I8)
|
81% |
288
30.8 IPS |
|
Image Segmentation (F32)
|
100% |
623
3.85 IPS |
|
Image Segmentation (F16)
|
100% |
614
3.79 IPS |
|
Image Segmentation (I8)
|
89% |
343
2.12 IPS |
|
Pose Estimation (F32)
|
100% |
78
0.32 IPS |
|
Pose Estimation (F16)
|
100% |
84
0.34 IPS |
|
Pose Estimation (I8)
|
80% |
128
0.52 IPS |
|
Object Detection (F32)
|
100% |
338
11.8 IPS |
|
Object Detection (F16)
|
100% |
389
13.7 IPS |
|
Object Detection (I8)
|
52% |
488
17.1 IPS |
|
Face Detection (F32)
|
100% |
549
6.30 IPS |
|
Face Detection (F16)
|
100% |
564
6.48 IPS |
|
Face Detection (I8)
|
75% |
577
6.63 IPS |
|
Text Classification (F32)
|
100% |
632
249.8 IPS |
|
Text Classification (F16)
|
100% |
716
283.1 IPS |
|
Machine Translation (F32)
|
100% |
744
114.6 IPS |
|
Machine Translation (F16)
|
100% |
747
115.2 IPS |