Upload Date | May 26 2021 08:44 PM |
Views | 8 |
System Information | |
---|---|
Operating System | iOS 14.5 |
Model | iPad13,4 |
Model ID | iPad13,4 |
Motherboard | J517AP |
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 | 7.24 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
942
100.9 IPS |
|
Image Classification (F16)
|
100% |
941
100.8 IPS |
|
Image Classification (I8)
|
81% |
409
43.8 IPS |
|
Image Segmentation (F32)
|
100% |
1258
7.77 IPS |
|
Image Segmentation (F16)
|
100% |
1252
7.73 IPS |
|
Image Segmentation (I8)
|
89% |
1504
9.29 IPS |
|
Pose Estimation (F32)
|
100% |
676
2.74 IPS |
|
Pose Estimation (F16)
|
100% |
674
2.73 IPS |
|
Pose Estimation (I8)
|
80% |
796
3.22 IPS |
|
Object Detection (F32)
|
100% |
1465
51.4 IPS |
|
Object Detection (F16)
|
100% |
1468
51.5 IPS |
|
Object Detection (I8)
|
52% |
584
20.5 IPS |
|
Face Detection (F32)
|
100% |
1638
18.8 IPS |
|
Face Detection (F16)
|
100% |
1639
18.8 IPS |
|
Face Detection (I8)
|
75% |
816
9.38 IPS |
|
Text Classification (F32)
|
100% |
674
266.6 IPS |
|
Text Classification (F16)
|
100% |
783
309.7 IPS |
|
Machine Translation (F32)
|
100% |
1843
284.0 IPS |
|
Machine Translation (F16)
|
100% |
1849
284.9 IPS |