Upload Date | June 12 2021 07:09 PM |
Views | 1 |
System Information | |
---|---|
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 | |
---|---|
Size | 7.22 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
948
101.6 IPS |
|
Image Classification (F16)
|
100% |
947
101.4 IPS |
|
Image Classification (I8)
|
81% |
407
43.6 IPS |
|
Image Segmentation (F32)
|
100% |
1242
7.67 IPS |
|
Image Segmentation (F16)
|
100% |
1240
7.66 IPS |
|
Image Segmentation (I8)
|
89% |
1515
9.36 IPS |
|
Pose Estimation (F32)
|
100% |
672
2.72 IPS |
|
Pose Estimation (F16)
|
100% |
673
2.72 IPS |
|
Pose Estimation (I8)
|
80% |
800
3.24 IPS |
|
Object Detection (F32)
|
100% |
1456
51.1 IPS |
|
Object Detection (F16)
|
100% |
1449
50.9 IPS |
|
Object Detection (I8)
|
52% |
623
21.9 IPS |
|
Face Detection (F32)
|
100% |
1640
18.8 IPS |
|
Face Detection (F16)
|
100% |
1639
18.8 IPS |
|
Face Detection (I8)
|
75% |
806
9.26 IPS |
|
Text Classification (F32)
|
100% |
646
255.4 IPS |
|
Text Classification (F16)
|
100% |
639
252.9 IPS |
|
Machine Translation (F32)
|
100% |
1840
283.6 IPS |
|
Machine Translation (F16)
|
100% |
1850
285.1 IPS |