Upload Date | June 11 2021 04:29 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.7 |
Model | iPad13,5 |
Model ID | iPad13,5 |
Motherboard | J517xAP |
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 | 15.24 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
943
101.0 IPS |
|
Image Classification (F16)
|
100% |
939
100.6 IPS |
|
Image Classification (I8)
|
81% |
407
43.7 IPS |
|
Image Segmentation (F32)
|
100% |
1246
7.69 IPS |
|
Image Segmentation (F16)
|
100% |
1244
7.69 IPS |
|
Image Segmentation (I8)
|
89% |
1530
9.45 IPS |
|
Pose Estimation (F32)
|
100% |
670
2.71 IPS |
|
Pose Estimation (F16)
|
100% |
668
2.70 IPS |
|
Pose Estimation (I8)
|
80% |
800
3.24 IPS |
|
Object Detection (F32)
|
100% |
1473
51.7 IPS |
|
Object Detection (F16)
|
100% |
1475
51.8 IPS |
|
Object Detection (I8)
|
52% |
611
21.4 IPS |
|
Face Detection (F32)
|
100% |
1674
19.2 IPS |
|
Face Detection (F16)
|
100% |
1651
19.0 IPS |
|
Face Detection (I8)
|
75% |
826
9.49 IPS |
|
Text Classification (F32)
|
100% |
681
269.4 IPS |
|
Text Classification (F16)
|
100% |
720
284.7 IPS |
|
Machine Translation (F32)
|
100% |
1880
289.8 IPS |
|
Machine Translation (F16)
|
100% |
1848
284.8 IPS |