| Upload Date | August 09 2023 02:09 AM |
| Views | 2 |
| System Information | |
|---|---|
| Operating System | iOS 16.6 |
| Model | iPad14,5 |
| Model ID | iPad14,5 |
| Motherboard | J620AP |
| CPU Information | |
|---|---|
| Name | ARM |
| Topology | 1 Processor, 8 Cores |
| Identifier | ARM |
| Base Frequency | 3.47 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 | 7.33 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
1080
115.7 IPS |
|
|
Image Classification (F16)
|
100% |
1082
115.9 IPS |
|
|
Image Classification (I8)
|
81% |
726
77.8 IPS |
|
|
Image Segmentation (F32)
|
100% |
1457
9.00 IPS |
|
|
Image Segmentation (F16)
|
100% |
1418
8.76 IPS |
|
|
Image Segmentation (I8)
|
89% |
1699
10.5 IPS |
|
|
Pose Estimation (F32)
|
100% |
751
3.04 IPS |
|
|
Pose Estimation (F16)
|
100% |
752
3.04 IPS |
|
|
Pose Estimation (I8)
|
80% |
891
3.60 IPS |
|
|
Object Detection (F32)
|
100% |
1675
58.8 IPS |
|
|
Object Detection (F16)
|
100% |
1677
58.8 IPS |
|
|
Object Detection (I8)
|
52% |
1039
36.5 IPS |
|
|
Face Detection (F32)
|
100% |
1988
22.8 IPS |
|
|
Face Detection (F16)
|
100% |
1979
22.7 IPS |
|
|
Face Detection (I8)
|
75% |
1170
13.4 IPS |
|
|
Text Classification (F32)
|
100% |
880
348.2 IPS |
|
|
Text Classification (F16)
|
100% |
915
361.9 IPS |
|
|
Machine Translation (F32)
|
100% |
1904
293.5 IPS |
|
|
Machine Translation (F16)
|
100% |
1906
293.7 IPS |