Upload Date | October 24 2021 01:20 AM |
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% |
943
101.1 IPS |
|
Image Classification (F16)
|
100% |
946
101.3 IPS |
|
Image Classification (I8)
|
81% |
423
45.3 IPS |
|
Image Segmentation (F32)
|
100% |
1008
6.23 IPS |
|
Image Segmentation (F16)
|
100% |
1022
6.31 IPS |
|
Image Segmentation (I8)
|
89% |
1432
8.84 IPS |
|
Pose Estimation (F32)
|
100% |
505
2.04 IPS |
|
Pose Estimation (F16)
|
100% |
456
1.84 IPS |
|
Pose Estimation (I8)
|
80% |
584
2.36 IPS |
|
Object Detection (F32)
|
100% |
903
31.7 IPS |
|
Object Detection (F16)
|
100% |
1014
35.6 IPS |
|
Object Detection (I8)
|
52% |
649
22.8 IPS |
|
Face Detection (F32)
|
100% |
1118
12.8 IPS |
|
Face Detection (F16)
|
100% |
737
8.46 IPS |
|
Face Detection (I8)
|
75% |
789
9.06 IPS |
|
Text Classification (F32)
|
100% |
670
265.2 IPS |
|
Text Classification (F16)
|
100% |
608
240.6 IPS |
|
Machine Translation (F32)
|
100% |
1466
225.9 IPS |
|
Machine Translation (F16)
|
100% |
1485
228.9 IPS |