Upload Date | September 15 2021 10:02 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 14.7.1 |
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% |
234
25.0 IPS |
|
Image Classification (F16)
|
100% |
233
25.0 IPS |
|
Image Classification (I8)
|
81% |
302
32.4 IPS |
|
Image Segmentation (F32)
|
100% |
385
2.38 IPS |
|
Image Segmentation (F16)
|
100% |
387
2.39 IPS |
|
Image Segmentation (I8)
|
89% |
656
4.05 IPS |
|
Pose Estimation (F32)
|
100% |
86
0.35 IPS |
|
Pose Estimation (F16)
|
100% |
87
0.35 IPS |
|
Pose Estimation (I8)
|
80% |
119
0.48 IPS |
|
Object Detection (F32)
|
100% |
346
12.2 IPS |
|
Object Detection (F16)
|
100% |
340
11.9 IPS |
|
Object Detection (I8)
|
52% |
470
16.5 IPS |
|
Face Detection (F32)
|
100% |
432
4.96 IPS |
|
Face Detection (F16)
|
100% |
432
4.97 IPS |
|
Face Detection (I8)
|
75% |
447
5.13 IPS |
|
Text Classification (F32)
|
100% |
434
171.7 IPS |
|
Text Classification (F16)
|
100% |
435
172.2 IPS |
|
Machine Translation (F32)
|
100% |
486
75.0 IPS |
|
Machine Translation (F16)
|
100% |
484
74.6 IPS |