Upload Date | May 21 2022 06:40 AM |
Views | 1 |
System Information | |
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Operating System | iOS 15.5 |
Model | iPad13,17 |
Model ID | iPad13,17 |
Motherboard | J408AP |
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 | 7.45 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
4142
443.8 IPS |
|
Image Classification (F16)
|
100% |
5812
622.7 IPS |
|
Image Classification (I8)
|
81% |
688
73.8 IPS |
|
Image Segmentation (F32)
|
100% |
8128
50.2 IPS |
|
Image Segmentation (F16)
|
100% |
11691
72.2 IPS |
|
Image Segmentation (I8)
|
89% |
1256
7.76 IPS |
|
Pose Estimation (F32)
|
100% |
2863
11.6 IPS |
|
Pose Estimation (F16)
|
100% |
6825
27.6 IPS |
|
Pose Estimation (I8)
|
80% |
240
0.97 IPS |
|
Object Detection (F32)
|
100% |
3440
120.7 IPS |
|
Object Detection (F16)
|
100% |
3812
133.8 IPS |
|
Object Detection (I8)
|
52% |
986
34.6 IPS |
|
Face Detection (F32)
|
100% |
7028
80.7 IPS |
|
Face Detection (F16)
|
97% |
12440
142.9 IPS |
|
Face Detection (I8)
|
75% |
961
11.0 IPS |
|
Text Classification (F32)
|
100% |
3393
1.34 KIPS |
|
Text Classification (F16)
|
100% |
3732
1.48 KIPS |
|
Machine Translation (F32)
|
100% |
1838
283.3 IPS |
|
Machine Translation (F16)
|
100% |
1827
281.5 IPS |