Upload Date | May 11 2021 12:20 PM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 14.5.1 |
Model | iPad Pro (12.9-inch) |
Model ID | iPad6,7 |
Motherboard | J98aAP |
CPU Information | |
---|---|
Name | Apple A9X |
Topology | 1 Processor, 2 Cores |
Identifier | ARM |
Base Frequency | 2.26 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 | 3.91 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
226
24.2 IPS |
|
Image Classification (F16)
|
100% |
226
24.2 IPS |
|
Image Classification (I8)
|
81% |
383
41.0 IPS |
|
Image Segmentation (F32)
|
100% |
441
2.73 IPS |
|
Image Segmentation (F16)
|
100% |
442
2.73 IPS |
|
Image Segmentation (I8)
|
89% |
717
4.43 IPS |
|
Pose Estimation (F32)
|
100% |
148
0.60 IPS |
|
Pose Estimation (F16)
|
100% |
148
0.60 IPS |
|
Pose Estimation (I8)
|
80% |
141
0.57 IPS |
|
Object Detection (F32)
|
100% |
321
11.3 IPS |
|
Object Detection (F16)
|
100% |
324
11.4 IPS |
|
Object Detection (I8)
|
52% |
430
15.1 IPS |
|
Face Detection (F32)
|
100% |
481
5.53 IPS |
|
Face Detection (F16)
|
100% |
481
5.52 IPS |
|
Face Detection (I8)
|
75% |
543
6.24 IPS |
|
Text Classification (F32)
|
100% |
591
233.9 IPS |
|
Text Classification (F16)
|
100% |
593
234.7 IPS |
|
Machine Translation (F32)
|
100% |
505
77.8 IPS |
|
Machine Translation (F16)
|
100% |
498
76.7 IPS |