| Upload Date | December 08 2022 06:31 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 | GPU |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
1269
136.0 IPS |
|
|
Image Classification (F16)
|
100% |
1564
167.6 IPS |
|
|
Image Classification (I8)
|
81% |
449
48.1 IPS |
|
|
Image Segmentation (F32)
|
100% |
3454
21.3 IPS |
|
|
Image Segmentation (F16)
|
100% |
5360
33.1 IPS |
|
|
Image Segmentation (I8)
|
89% |
836
5.17 IPS |
|
|
Pose Estimation (F32)
|
100% |
1419
5.74 IPS |
|
|
Pose Estimation (F16)
|
100% |
4419
17.9 IPS |
|
|
Pose Estimation (I8)
|
80% |
154
0.62 IPS |
|
|
Object Detection (F32)
|
100% |
1516
53.2 IPS |
|
|
Object Detection (F16)
|
99% |
1813
63.6 IPS |
|
|
Object Detection (I8)
|
52% |
635
22.3 IPS |
|
|
Face Detection (F32)
|
100% |
3604
41.4 IPS |
|
|
Face Detection (F16)
|
97% |
5329
61.2 IPS |
|
|
Face Detection (I8)
|
75% |
636
7.30 IPS |
|
|
Text Classification (F32)
|
100% |
957
378.4 IPS |
|
|
Text Classification (F16)
|
98% |
1203
475.7 IPS |
|
|
Machine Translation (F32)
|
100% |
1194
184.0 IPS |
|
|
Machine Translation (F16)
|
100% |
1190
183.4 IPS |
Compare
Set Baseline