Upload Date | March 23 2022 10:27 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.4 |
Model | iPad13,17 |
Model ID | iPad13,17 |
Motherboard | J408AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 3.19 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 | 7.45 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
940
100.7 IPS |
|
Image Classification (F16)
|
100% |
936
100.3 IPS |
|
Image Classification (I8)
|
81% |
403
43.2 IPS |
|
Image Segmentation (F32)
|
100% |
1335
8.25 IPS |
|
Image Segmentation (F16)
|
100% |
1331
8.22 IPS |
|
Image Segmentation (I8)
|
89% |
1525
9.42 IPS |
|
Pose Estimation (F32)
|
100% |
671
2.72 IPS |
|
Pose Estimation (F16)
|
100% |
672
2.72 IPS |
|
Pose Estimation (I8)
|
80% |
800
3.24 IPS |
|
Object Detection (F32)
|
100% |
1461
51.3 IPS |
|
Object Detection (F16)
|
100% |
1459
51.2 IPS |
|
Object Detection (I8)
|
52% |
602
21.1 IPS |
|
Face Detection (F32)
|
100% |
1641
18.8 IPS |
|
Face Detection (F16)
|
100% |
1637
18.8 IPS |
|
Face Detection (I8)
|
75% |
789
9.07 IPS |
|
Text Classification (F32)
|
100% |
628
248.5 IPS |
|
Text Classification (F16)
|
100% |
671
265.4 IPS |
|
Machine Translation (F32)
|
100% |
1821
280.7 IPS |
|
Machine Translation (F16)
|
100% |
1827
281.5 IPS |