Upload Date | January 19 2022 10:52 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.2.1 |
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
40.8 IPS |
|
Image Classification (F16)
|
100% |
367
39.4 IPS |
|
Image Classification (I8)
|
81% |
283
30.3 IPS |
|
Image Segmentation (F32)
|
100% |
596
3.68 IPS |
|
Image Segmentation (F16)
|
100% |
602
3.72 IPS |
|
Image Segmentation (I8)
|
89% |
835
5.16 IPS |
|
Pose Estimation (F32)
|
100% |
193
0.78 IPS |
|
Pose Estimation (F16)
|
100% |
187
0.76 IPS |
|
Pose Estimation (I8)
|
80% |
193
0.78 IPS |
|
Object Detection (F32)
|
100% |
539
18.9 IPS |
|
Object Detection (F16)
|
100% |
542
19.0 IPS |
|
Object Detection (I8)
|
52% |
505
17.7 IPS |
|
Face Detection (F32)
|
100% |
682
7.84 IPS |
|
Face Detection (F16)
|
100% |
653
7.50 IPS |
|
Face Detection (I8)
|
75% |
577
6.63 IPS |
|
Text Classification (F32)
|
100% |
635
251.0 IPS |
|
Text Classification (F16)
|
100% |
675
267.1 IPS |
|
Machine Translation (F32)
|
100% |
723
111.4 IPS |
|
Machine Translation (F16)
|
100% |
741
114.1 IPS |