Upload Date | October 06 2022 11:30 PM |
Views | 1 |
System Information | |
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Operating System | iOS 15.7 |
Model | iPad (8th generation) |
Model ID | iPad11,6 |
Motherboard | J171aAP |
CPU Information | |
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Name | Apple A12 Bionic |
Topology | 1 Processor, 6 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 | |
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Size | 2.88 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
692
74.1 IPS |
|
Image Classification (F16)
|
100% |
1060
113.6 IPS |
|
Image Classification (I8)
|
81% |
400
42.9 IPS |
|
Image Segmentation (F32)
|
100% |
3066
18.9 IPS |
|
Image Segmentation (F16)
|
100% |
4515
27.9 IPS |
|
Image Segmentation (I8)
|
89% |
728
4.49 IPS |
|
Pose Estimation (F32)
|
100% |
1205
4.87 IPS |
|
Pose Estimation (F16)
|
100% |
3451
14.0 IPS |
|
Pose Estimation (I8)
|
80% |
138
0.56 IPS |
|
Object Detection (F32)
|
100% |
1425
50.0 IPS |
|
Object Detection (F16)
|
99% |
1546
54.3 IPS |
|
Object Detection (I8)
|
52% |
564
19.8 IPS |
|
Face Detection (F32)
|
100% |
3194
36.7 IPS |
|
Face Detection (F16)
|
97% |
5077
58.3 IPS |
|
Face Detection (I8)
|
75% |
535
6.15 IPS |
|
Text Classification (F32)
|
100% |
656
259.4 IPS |
|
Text Classification (F16)
|
98% |
793
313.7 IPS |
|
Machine Translation (F32)
|
100% |
987
152.2 IPS |
|
Machine Translation (F16)
|
100% |
987
152.1 IPS |