Upload Date | October 24 2021 01:02 AM |
Views | 1 |
System Information | |
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Operating System | iOS 14.6 |
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 | 7.22 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
4206
450.6 IPS |
|
Image Classification (F16)
|
100% |
6056
648.9 IPS |
|
Image Classification (I8)
|
81% |
691
74.0 IPS |
|
Image Segmentation (F32)
|
100% |
8151
50.3 IPS |
|
Image Segmentation (F16)
|
100% |
11941
73.8 IPS |
|
Image Segmentation (I8)
|
89% |
1268
7.83 IPS |
|
Pose Estimation (F32)
|
100% |
2865
11.6 IPS |
|
Pose Estimation (F16)
|
100% |
6820
27.6 IPS |
|
Pose Estimation (I8)
|
80% |
236
0.95 IPS |
|
Object Detection (F32)
|
100% |
3953
138.7 IPS |
|
Object Detection (F16)
|
100% |
3788
132.9 IPS |
|
Object Detection (I8)
|
52% |
982
34.5 IPS |
|
Face Detection (F32)
|
100% |
7072
81.2 IPS |
|
Face Detection (F16)
|
97% |
11437
131.4 IPS |
|
Face Detection (I8)
|
75% |
945
10.9 IPS |
|
Text Classification (F32)
|
100% |
3401
1.35 KIPS |
|
Text Classification (F16)
|
100% |
3898
1.54 KIPS |
|
Machine Translation (F32)
|
100% |
1848
284.8 IPS |
|
Machine Translation (F16)
|
100% |
1839
283.4 IPS |