| Upload Date | December 08 2022 06:33 AM |
| Views | 1 |
| System Information | |
|---|---|
| Operating System | iOS 16.1.1 |
| Model | iPad12,1 |
| Model ID | iPad12,1 |
| Motherboard | J181AP |
| CPU Information | |
|---|---|
| Name | ARM |
| Topology | 1 Processor, 6 Cores |
| Identifier | ARM |
| Base Frequency | 2.65 GHz |
| L1 Instruction Cache | 96.0 KB x 1 |
| L1 Data Cache | 48.0 KB x 1 |
| L2 Cache | 4.00 MB x 1 |
| Memory Information | |
|---|---|
| Size | 2.87 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
545
58.4 IPS |
|
|
Image Classification (F16)
|
100% |
532
57.0 IPS |
|
|
Image Classification (I8)
|
81% |
324
34.7 IPS |
|
|
Image Segmentation (F32)
|
100% |
876
5.41 IPS |
|
|
Image Segmentation (F16)
|
100% |
859
5.31 IPS |
|
|
Image Segmentation (I8)
|
89% |
1118
6.91 IPS |
|
|
Pose Estimation (F32)
|
100% |
277
1.12 IPS |
|
|
Pose Estimation (F16)
|
100% |
273
1.10 IPS |
|
|
Pose Estimation (I8)
|
80% |
331
1.34 IPS |
|
|
Object Detection (F32)
|
100% |
777
27.3 IPS |
|
|
Object Detection (F16)
|
100% |
775
27.2 IPS |
|
|
Object Detection (I8)
|
52% |
605
21.2 IPS |
|
|
Face Detection (F32)
|
100% |
987
11.3 IPS |
|
|
Face Detection (F16)
|
100% |
978
11.2 IPS |
|
|
Face Detection (I8)
|
75% |
722
8.29 IPS |
|
|
Text Classification (F32)
|
100% |
1761
696.4 IPS |
|
|
Text Classification (F16)
|
100% |
1722
681.2 IPS |
|
|
Machine Translation (F32)
|
100% |
1191
183.5 IPS |
|
|
Machine Translation (F16)
|
100% |
1189
183.2 IPS |
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