Upload Date | October 22 2021 08:42 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0.2 |
Model | iPhone 8 |
Model ID | iPhone10,1 |
Motherboard | D20AP |
CPU Information | |
---|---|
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% |
361
38.7 IPS |
|
Image Classification (I8)
|
81% |
291
31.1 IPS |
|
Image Segmentation (F32)
|
100% |
427
2.64 IPS |
|
Image Segmentation (F16)
|
100% |
227
1.40 IPS |
|
Image Segmentation (I8)
|
89% |
689
4.26 IPS |
|
Pose Estimation (F32)
|
100% |
132
0.53 IPS |
|
Pose Estimation (F16)
|
100% |
107
0.43 IPS |
|
Pose Estimation (I8)
|
80% |
129
0.52 IPS |
|
Object Detection (F32)
|
100% |
337
11.8 IPS |
|
Object Detection (F16)
|
100% |
413
14.5 IPS |
|
Object Detection (I8)
|
52% |
486
17.1 IPS |
|
Face Detection (F32)
|
100% |
548
6.30 IPS |
|
Face Detection (F16)
|
100% |
550
6.32 IPS |
|
Face Detection (I8)
|
75% |
557
6.40 IPS |
|
Text Classification (F32)
|
100% |
507
200.7 IPS |
|
Text Classification (F16)
|
100% |
579
229.1 IPS |
|
Machine Translation (F32)
|
100% |
697
107.4 IPS |
|
Machine Translation (F16)
|
100% |
734
113.1 IPS |