Upload Date | October 23 2021 07:09 AM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 14.8 |
Model | iPhone 8 Plus |
Model ID | iPhone10,5 |
Motherboard | D211AP |
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 | 2.90 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
374
40.1 IPS |
|
Image Classification (F16)
|
100% |
366
39.3 IPS |
|
Image Classification (I8)
|
81% |
410
43.9 IPS |
|
Image Segmentation (F32)
|
100% |
274
1.69 IPS |
|
Image Segmentation (F16)
|
100% |
272
1.68 IPS |
|
Image Segmentation (I8)
|
89% |
704
4.35 IPS |
|
Pose Estimation (F32)
|
100% |
151
0.61 IPS |
|
Pose Estimation (F16)
|
100% |
134
0.54 IPS |
|
Pose Estimation (I8)
|
80% |
162
0.65 IPS |
|
Object Detection (F32)
|
100% |
357
12.5 IPS |
|
Object Detection (F16)
|
100% |
447
15.7 IPS |
|
Object Detection (I8)
|
52% |
492
17.3 IPS |
|
Face Detection (F32)
|
100% |
594
6.82 IPS |
|
Face Detection (F16)
|
100% |
599
6.89 IPS |
|
Face Detection (I8)
|
75% |
597
6.86 IPS |
|
Text Classification (F32)
|
100% |
580
229.5 IPS |
|
Text Classification (F16)
|
100% |
652
257.9 IPS |
|
Machine Translation (F32)
|
100% |
766
118.0 IPS |
|
Machine Translation (F16)
|
100% |
740
114.1 IPS |