| Upload Date | November 24 2022 06:43 PM |
| Views | 2 |
| System Information | |
|---|---|
| Operating System | iOS 16.2 |
| Model | iPad Pro (12.9-inch 5th generation) |
| Model ID | iPad13,11 |
| Motherboard | J523xAP |
| CPU Information | |
|---|---|
| Name | Apple M1 |
| Topology | 1 Processor, 8 Cores |
| Identifier | ARM |
| Base Frequency | 3.19 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 | 15.34 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | GPU |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
4024
431.1 IPS |
|
|
Image Classification (F16)
|
100% |
5680
608.6 IPS |
|
|
Image Classification (I8)
|
81% |
674
72.2 IPS |
|
|
Image Segmentation (F32)
|
100% |
8537
52.7 IPS |
|
|
Image Segmentation (F16)
|
100% |
11187
69.1 IPS |
|
|
Image Segmentation (I8)
|
89% |
1232
7.61 IPS |
|
|
Pose Estimation (F32)
|
100% |
2833
11.5 IPS |
|
|
Pose Estimation (F16)
|
100% |
6530
26.4 IPS |
|
|
Pose Estimation (I8)
|
80% |
235
0.95 IPS |
|
|
Object Detection (F32)
|
100% |
3875
136.0 IPS |
|
|
Object Detection (F16)
|
100% |
3480
122.1 IPS |
|
|
Object Detection (I8)
|
52% |
965
33.9 IPS |
|
|
Face Detection (F32)
|
100% |
6881
79.1 IPS |
|
|
Face Detection (F16)
|
97% |
11702
134.4 IPS |
|
|
Face Detection (I8)
|
75% |
948
10.9 IPS |
|
|
Text Classification (F32)
|
100% |
2701
1.07 KIPS |
|
|
Text Classification (F16)
|
100% |
3183
1.26 KIPS |
|
|
Machine Translation (F32)
|
100% |
1874
288.9 IPS |
|
|
Machine Translation (F16)
|
100% |
1879
289.7 IPS |