Upload Date | June 13 2021 02:56 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPad13,4 |
Model ID | iPad13,4 |
Motherboard | J517AP |
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 | 7.24 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
947
101.4 IPS |
|
Image Classification (F16)
|
100% |
937
100.4 IPS |
|
Image Classification (I8)
|
81% |
411
44.0 IPS |
|
Image Segmentation (F32)
|
100% |
1245
7.69 IPS |
|
Image Segmentation (F16)
|
100% |
1251
7.73 IPS |
|
Image Segmentation (I8)
|
89% |
1455
8.98 IPS |
|
Pose Estimation (F32)
|
100% |
671
2.72 IPS |
|
Pose Estimation (F16)
|
100% |
672
2.72 IPS |
|
Pose Estimation (I8)
|
80% |
798
3.23 IPS |
|
Object Detection (F32)
|
100% |
1459
51.2 IPS |
|
Object Detection (F16)
|
100% |
1461
51.3 IPS |
|
Object Detection (I8)
|
52% |
606
21.3 IPS |
|
Face Detection (F32)
|
100% |
1640
18.8 IPS |
|
Face Detection (F16)
|
100% |
1636
18.8 IPS |
|
Face Detection (I8)
|
75% |
831
9.55 IPS |
|
Text Classification (F32)
|
100% |
724
286.5 IPS |
|
Text Classification (F16)
|
100% |
761
301.0 IPS |
|
Machine Translation (F32)
|
100% |
1849
284.9 IPS |
|
Machine Translation (F16)
|
100% |
1858
286.3 IPS |