Upload Date | October 23 2021 03:23 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.1 |
Model | iPad13,8 |
Model ID | iPad13,8 |
Motherboard | J522AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 3.20 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 | |
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Size | 7.31 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
3940
422.1 IPS |
|
Image Classification (F16)
|
100% |
5660
606.5 IPS |
|
Image Classification (I8)
|
81% |
680
72.8 IPS |
|
Image Segmentation (F32)
|
100% |
7971
49.2 IPS |
|
Image Segmentation (F16)
|
100% |
11198
69.2 IPS |
|
Image Segmentation (I8)
|
89% |
1246
7.70 IPS |
|
Pose Estimation (F32)
|
100% |
2852
11.5 IPS |
|
Pose Estimation (F16)
|
100% |
6740
27.3 IPS |
|
Pose Estimation (I8)
|
80% |
236
0.95 IPS |
|
Object Detection (F32)
|
100% |
3586
125.8 IPS |
|
Object Detection (F16)
|
100% |
3602
126.4 IPS |
|
Object Detection (I8)
|
52% |
965
33.9 IPS |
|
Face Detection (F32)
|
100% |
6948
79.8 IPS |
|
Face Detection (F16)
|
97% |
12041
138.3 IPS |
|
Face Detection (I8)
|
75% |
948
10.9 IPS |
|
Text Classification (F32)
|
100% |
2464
974.5 IPS |
|
Text Classification (F16)
|
100% |
2535
1.00 KIPS |
|
Machine Translation (F32)
|
100% |
1834
282.6 IPS |
|
Machine Translation (F16)
|
100% |
1825
281.3 IPS |