| Upload Date | August 14 2023 02:29 AM |
| Views | 1 |
| System Information | |
|---|---|
| Operating System | iOS 16.6 |
| Model | iPad Pro 11-inch (2nd generation) |
| Model ID | iPad8,9 |
| Motherboard | J417AP |
| CPU Information | |
|---|---|
| Name | Apple A12Z Bionic |
| Topology | 1 Processor, 8 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 | 5.56 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | GPU |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
3007
322.2 IPS |
|
|
Image Classification (F16)
|
100% |
5196
556.7 IPS |
|
|
Image Classification (I8)
|
81% |
402
43.1 IPS |
|
|
Image Segmentation (F32)
|
100% |
5798
35.8 IPS |
|
|
Image Segmentation (F16)
|
100% |
9768
60.3 IPS |
|
|
Image Segmentation (I8)
|
89% |
749
4.63 IPS |
|
|
Pose Estimation (F32)
|
100% |
1988
8.04 IPS |
|
|
Pose Estimation (F16)
|
100% |
6399
25.9 IPS |
|
|
Pose Estimation (I8)
|
80% |
142
0.58 IPS |
|
|
Object Detection (F32)
|
100% |
2977
104.5 IPS |
|
|
Object Detection (F16)
|
99% |
3249
114.0 IPS |
|
|
Object Detection (I8)
|
52% |
572
20.1 IPS |
|
|
Face Detection (F32)
|
100% |
5434
62.4 IPS |
|
|
Face Detection (F16)
|
97% |
10563
121.4 IPS |
|
|
Face Detection (I8)
|
75% |
553
6.36 IPS |
|
|
Text Classification (F32)
|
100% |
1899
750.9 IPS |
|
|
Text Classification (F16)
|
98% |
1630
644.8 IPS |
|
|
Machine Translation (F32)
|
100% |
992
152.9 IPS |
|
|
Machine Translation (F16)
|
100% |
995
153.3 IPS |