Upload Date | October 14 2021 06:19 AM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 15.0.1 |
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 | |
---|---|
Size | 7.31 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
932
99.8 IPS |
|
Image Classification (F16)
|
100% |
933
100.0 IPS |
|
Image Classification (I8)
|
81% |
403
43.2 IPS |
|
Image Segmentation (F32)
|
100% |
1243
7.68 IPS |
|
Image Segmentation (F16)
|
100% |
1242
7.67 IPS |
|
Image Segmentation (I8)
|
89% |
1477
9.12 IPS |
|
Pose Estimation (F32)
|
100% |
666
2.70 IPS |
|
Pose Estimation (F16)
|
100% |
672
2.72 IPS |
|
Pose Estimation (I8)
|
80% |
799
3.23 IPS |
|
Object Detection (F32)
|
100% |
1463
51.3 IPS |
|
Object Detection (F16)
|
100% |
1477
51.8 IPS |
|
Object Detection (I8)
|
52% |
609
21.4 IPS |
|
Face Detection (F32)
|
100% |
1636
18.8 IPS |
|
Face Detection (F16)
|
100% |
1651
19.0 IPS |
|
Face Detection (I8)
|
75% |
796
9.15 IPS |
|
Text Classification (F32)
|
100% |
742
293.5 IPS |
|
Text Classification (F16)
|
100% |
664
262.7 IPS |
|
Machine Translation (F32)
|
100% |
1851
285.2 IPS |
|
Machine Translation (F16)
|
100% |
1854
285.7 IPS |