Upload Date | October 06 2022 11:05 AM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 15.7 |
Model | iPad13,16 |
Model ID | iPad13,16 |
Motherboard | J407AP |
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 | 7.45 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
939
100.6 IPS |
|
Image Classification (F16)
|
100% |
941
100.8 IPS |
|
Image Classification (I8)
|
81% |
376
40.3 IPS |
|
Image Segmentation (F32)
|
100% |
1333
8.23 IPS |
|
Image Segmentation (F16)
|
100% |
1336
8.25 IPS |
|
Image Segmentation (I8)
|
89% |
1493
9.22 IPS |
|
Pose Estimation (F32)
|
100% |
669
2.71 IPS |
|
Pose Estimation (F16)
|
100% |
655
2.65 IPS |
|
Pose Estimation (I8)
|
80% |
799
3.23 IPS |
|
Object Detection (F32)
|
100% |
1469
51.6 IPS |
|
Object Detection (F16)
|
100% |
1462
51.3 IPS |
|
Object Detection (I8)
|
52% |
631
22.2 IPS |
|
Face Detection (F32)
|
100% |
1638
18.8 IPS |
|
Face Detection (F16)
|
100% |
1641
18.9 IPS |
|
Face Detection (I8)
|
75% |
810
9.31 IPS |
|
Text Classification (F32)
|
100% |
620
245.1 IPS |
|
Text Classification (F16)
|
100% |
651
257.4 IPS |
|
Machine Translation (F32)
|
100% |
1819
280.3 IPS |
|
Machine Translation (F16)
|
100% |
1827
281.6 IPS |