Upload Date | May 16 2022 09:55 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.4.1 |
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% |
382
40.9 IPS |
|
Image Classification (F16)
|
100% |
376
40.3 IPS |
|
Image Classification (I8)
|
81% |
282
30.3 IPS |
|
Image Segmentation (F32)
|
100% |
627
3.87 IPS |
|
Image Segmentation (F16)
|
100% |
624
3.85 IPS |
|
Image Segmentation (I8)
|
89% |
849
5.24 IPS |
|
Pose Estimation (F32)
|
100% |
207
0.84 IPS |
|
Pose Estimation (F16)
|
100% |
201
0.81 IPS |
|
Pose Estimation (I8)
|
80% |
217
0.88 IPS |
|
Object Detection (F32)
|
100% |
537
18.8 IPS |
|
Object Detection (F16)
|
100% |
577
20.3 IPS |
|
Object Detection (I8)
|
52% |
509
17.9 IPS |
|
Face Detection (F32)
|
100% |
711
8.17 IPS |
|
Face Detection (F16)
|
100% |
646
7.42 IPS |
|
Face Detection (I8)
|
75% |
574
6.59 IPS |
|
Text Classification (F32)
|
100% |
651
257.4 IPS |
|
Text Classification (F16)
|
100% |
639
252.6 IPS |
|
Machine Translation (F32)
|
100% |
724
111.5 IPS |
|
Machine Translation (F16)
|
100% |
738
113.7 IPS |