Upload Date | April 13 2022 07:19 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.4.1 |
Model | iPad13,17 |
Model ID | iPad13,17 |
Motherboard | J408AP |
CPU Information | |
---|---|
Name | ARM |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 3.20 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 7.45 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
941
100.8 IPS |
|
Image Classification (F16)
|
100% |
940
100.7 IPS |
|
Image Classification (I8)
|
81% |
395
42.3 IPS |
|
Image Segmentation (F32)
|
100% |
1335
8.24 IPS |
|
Image Segmentation (F16)
|
100% |
1333
8.24 IPS |
|
Image Segmentation (I8)
|
89% |
1525
9.42 IPS |
|
Pose Estimation (F32)
|
100% |
669
2.71 IPS |
|
Pose Estimation (F16)
|
100% |
667
2.70 IPS |
|
Pose Estimation (I8)
|
80% |
804
3.25 IPS |
|
Object Detection (F32)
|
100% |
1493
52.4 IPS |
|
Object Detection (F16)
|
100% |
1452
51.0 IPS |
|
Object Detection (I8)
|
52% |
609
21.4 IPS |
|
Face Detection (F32)
|
100% |
1645
18.9 IPS |
|
Face Detection (F16)
|
100% |
1656
19.0 IPS |
|
Face Detection (I8)
|
75% |
809
9.30 IPS |
|
Text Classification (F32)
|
100% |
610
241.4 IPS |
|
Text Classification (F16)
|
100% |
620
245.2 IPS |
|
Machine Translation (F32)
|
100% |
1836
282.9 IPS |
|
Machine Translation (F16)
|
100% |
1817
280.1 IPS |