| Upload Date | July 16 2022 05:32 PM |
| Views | 1 |
| System Information | |
|---|---|
| Operating System | iOS 15.5 |
| Model | iPad (8th generation) |
| Model ID | iPad11,6 |
| Motherboard | J171aAP |
| CPU Information | |
|---|---|
| Name | Apple A12 Bionic |
| Topology | 1 Processor, 6 Cores |
| Identifier | ARM |
| Base Frequency | 2.49 GHz |
| L1 Instruction Cache | 48.0 KB x 1 |
| L1 Data Cache | 32.0 KB x 1 |
| L2 Cache | 2.00 MB x 1 |
| Memory Information | |
|---|---|
| Size | 2.88 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | GPU |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
643
68.9 IPS |
|
|
Image Classification (F16)
|
100% |
1048
112.3 IPS |
|
|
Image Classification (I8)
|
81% |
400
42.9 IPS |
|
|
Image Segmentation (F32)
|
100% |
3097
19.1 IPS |
|
|
Image Segmentation (F16)
|
100% |
4551
28.1 IPS |
|
|
Image Segmentation (I8)
|
89% |
733
4.53 IPS |
|
|
Pose Estimation (F32)
|
100% |
1208
4.89 IPS |
|
|
Pose Estimation (F16)
|
100% |
3449
14.0 IPS |
|
|
Pose Estimation (I8)
|
80% |
138
0.56 IPS |
|
|
Object Detection (F32)
|
100% |
1375
48.2 IPS |
|
|
Object Detection (F16)
|
99% |
1564
54.9 IPS |
|
|
Object Detection (I8)
|
52% |
564
19.8 IPS |
|
|
Face Detection (F32)
|
100% |
3192
36.7 IPS |
|
|
Face Detection (F16)
|
97% |
5197
59.7 IPS |
|
|
Face Detection (I8)
|
75% |
533
6.12 IPS |
|
|
Text Classification (F32)
|
100% |
663
262.2 IPS |
|
|
Text Classification (F16)
|
98% |
810
320.2 IPS |
|
|
Machine Translation (F32)
|
100% |
965
148.7 IPS |
|
|
Machine Translation (F16)
|
100% |
960
147.9 IPS |
Compare
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