User | livetolove6416 |
Upload Date | June 12 2021 10:23 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPad Pro (9.7-inch) |
Model ID | iPad6,3 |
Motherboard | J127AP |
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 | 1.92 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
227
24.3 IPS |
|
Image Classification (F16)
|
100% |
228
24.5 IPS |
|
Image Classification (I8)
|
81% |
406
43.5 IPS |
|
Image Segmentation (F32)
|
100% |
444
2.74 IPS |
|
Image Segmentation (F16)
|
100% |
443
2.74 IPS |
|
Image Segmentation (I8)
|
89% |
761
4.70 IPS |
|
Pose Estimation (F32)
|
100% |
150
0.61 IPS |
|
Pose Estimation (F16)
|
100% |
150
0.61 IPS |
|
Pose Estimation (I8)
|
80% |
147
0.59 IPS |
|
Object Detection (F32)
|
100% |
386
13.5 IPS |
|
Object Detection (F16)
|
100% |
385
13.5 IPS |
|
Object Detection (I8)
|
52% |
566
19.9 IPS |
|
Face Detection (F32)
|
100% |
469
5.39 IPS |
|
Face Detection (F16)
|
100% |
471
5.42 IPS |
|
Face Detection (I8)
|
75% |
573
6.59 IPS |
|
Text Classification (F32)
|
100% |
601
237.7 IPS |
|
Text Classification (F16)
|
100% |
604
239.0 IPS |
|
Machine Translation (F32)
|
100% |
501
77.2 IPS |
|
Machine Translation (F16)
|
100% |
518
79.9 IPS |