Upload Date | August 12 2023 07:31 PM |
Views | 1 |
System Information | |
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Operating System | iOS 17.0 |
Model | iPad12,1 |
Model ID | iPad12,1 |
Motherboard | J181AP |
CPU Information | |
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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 | |
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Size | 2.87 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1170
125.4 IPS |
|
Image Classification (F16)
|
100% |
1722
184.5 IPS |
|
Image Classification (I8)
|
81% |
440
47.2 IPS |
|
Image Segmentation (F32)
|
100% |
3358
20.7 IPS |
|
Image Segmentation (F16)
|
100% |
5326
32.9 IPS |
|
Image Segmentation (I8)
|
89% |
799
4.94 IPS |
|
Pose Estimation (F32)
|
100% |
1453
5.88 IPS |
|
Pose Estimation (F16)
|
100% |
4404
17.8 IPS |
|
Pose Estimation (I8)
|
80% |
146
0.59 IPS |
|
Object Detection (F32)
|
100% |
1542
54.1 IPS |
|
Object Detection (F16)
|
99% |
1809
63.5 IPS |
|
Object Detection (I8)
|
52% |
610
21.4 IPS |
|
Face Detection (F32)
|
100% |
3610
41.5 IPS |
|
Face Detection (F16)
|
97% |
5434
62.4 IPS |
|
Face Detection (I8)
|
75% |
593
6.82 IPS |
|
Text Classification (F32)
|
100% |
937
370.5 IPS |
|
Text Classification (F16)
|
98% |
1217
481.3 IPS |
|
Machine Translation (F32)
|
100% |
1143
176.1 IPS |
|
Machine Translation (F16)
|
100% |
1182
182.1 IPS |