| Upload Date | December 08 2022 06:19 PM |
| Views | 1 |
| System Information | |
|---|---|
| Operating System | iOS 16.1.1 |
| Model | iPad14,3 |
| Model ID | iPad14,3 |
| Motherboard | J617AP |
| 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 | 7.35 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | GPU |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
4700
503.6 IPS |
|
|
Image Classification (F16)
|
100% |
7007
750.8 IPS |
|
|
Image Classification (I8)
|
81% |
754
80.8 IPS |
|
|
Image Segmentation (F32)
|
100% |
11099
68.6 IPS |
|
|
Image Segmentation (F16)
|
100% |
16742
103.4 IPS |
|
|
Image Segmentation (I8)
|
89% |
1376
8.50 IPS |
|
|
Pose Estimation (F32)
|
100% |
3831
15.5 IPS |
|
|
Pose Estimation (F16)
|
100% |
9306
37.7 IPS |
|
|
Pose Estimation (I8)
|
80% |
260
1.05 IPS |
|
|
Object Detection (F32)
|
100% |
5264
184.7 IPS |
|
|
Object Detection (F16)
|
100% |
5509
193.3 IPS |
|
|
Object Detection (I8)
|
52% |
1077
37.8 IPS |
|
|
Face Detection (F32)
|
100% |
9464
108.7 IPS |
|
|
Face Detection (F16)
|
97% |
15863
182.3 IPS |
|
|
Face Detection (I8)
|
75% |
1039
11.9 IPS |
|
|
Text Classification (F32)
|
100% |
3612
1.43 KIPS |
|
|
Text Classification (F16)
|
100% |
3966
1.57 KIPS |
|
|
Machine Translation (F32)
|
100% |
1923
296.4 IPS |
|
|
Machine Translation (F16)
|
100% |
1917
295.4 IPS |
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