Upload Date | May 15 2022 01:17 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.4.1 |
Model | iPad (6th generation) |
Model ID | iPad7,5 |
Motherboard | J71bAP |
CPU Information | |
---|---|
Name | Apple A10 Fusion |
Topology | 1 Processor, 2 Cores |
Identifier | ARM |
Base Frequency | 2.32 GHz |
L1 Instruction Cache | 64.0 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 3.00 MB x 1 |
Memory Information | |
---|---|
Size | 1.93 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
272
29.1 IPS |
|
Image Classification (F16)
|
100% |
261
28.0 IPS |
|
Image Classification (I8)
|
81% |
515
55.2 IPS |
|
Image Segmentation (F32)
|
100% |
491
3.03 IPS |
|
Image Segmentation (F16)
|
100% |
540
3.34 IPS |
|
Image Segmentation (I8)
|
89% |
988
6.10 IPS |
|
Pose Estimation (F32)
|
100% |
147
0.59 IPS |
|
Pose Estimation (F16)
|
100% |
140
0.57 IPS |
|
Pose Estimation (I8)
|
80% |
201
0.81 IPS |
|
Object Detection (F32)
|
100% |
472
16.5 IPS |
|
Object Detection (F16)
|
100% |
462
16.2 IPS |
|
Object Detection (I8)
|
52% |
730
25.6 IPS |
|
Face Detection (F32)
|
100% |
530
6.09 IPS |
|
Face Detection (F16)
|
100% |
549
6.30 IPS |
|
Face Detection (I8)
|
75% |
632
7.26 IPS |
|
Text Classification (F32)
|
100% |
530
209.5 IPS |
|
Text Classification (F16)
|
100% |
529
209.4 IPS |
|
Machine Translation (F32)
|
100% |
583
89.9 IPS |
|
Machine Translation (F16)
|
100% |
606
93.4 IPS |