Upload Date | February 22 2023 11:23 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 16.3.1 |
Model | iPhone 8 Plus |
Model ID | iPhone10,2 |
Motherboard | D21AP |
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 |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
368
39.4 IPS |
|
Image Classification (F16)
|
100% |
337
36.1 IPS |
|
Image Classification (I8)
|
81% |
288
30.9 IPS |
|
Image Segmentation (F32)
|
100% |
551
3.40 IPS |
|
Image Segmentation (F16)
|
100% |
530
3.27 IPS |
|
Image Segmentation (I8)
|
89% |
792
4.89 IPS |
|
Pose Estimation (F32)
|
100% |
192
0.78 IPS |
|
Pose Estimation (F16)
|
100% |
167
0.67 IPS |
|
Pose Estimation (I8)
|
80% |
189
0.76 IPS |
|
Object Detection (F32)
|
100% |
448
15.7 IPS |
|
Object Detection (F16)
|
100% |
482
16.9 IPS |
|
Object Detection (I8)
|
52% |
505
17.7 IPS |
|
Face Detection (F32)
|
100% |
637
7.32 IPS |
|
Face Detection (F16)
|
100% |
584
6.71 IPS |
|
Face Detection (I8)
|
75% |
566
6.51 IPS |
|
Text Classification (F32)
|
100% |
578
228.6 IPS |
|
Text Classification (F16)
|
100% |
578
228.5 IPS |
|
Machine Translation (F32)
|
100% |
684
105.4 IPS |
|
Machine Translation (F16)
|
100% |
734
113.2 IPS |