Upload Date | November 24 2022 05:13 PM |
Views | 2 |
System Information | |
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Operating System | iOS 16.1.1 |
Model | iPad14,5 |
Model ID | iPad14,5 |
Motherboard | J620AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 3.47 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 | |
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Size | 7.33 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1092
117.0 IPS |
|
Image Classification (F16)
|
100% |
1068
114.4 IPS |
|
Image Classification (I8)
|
81% |
726
77.8 IPS |
|
Image Segmentation (F32)
|
100% |
1485
9.17 IPS |
|
Image Segmentation (F16)
|
100% |
1475
9.11 IPS |
|
Image Segmentation (I8)
|
89% |
1778
11.0 IPS |
|
Pose Estimation (F32)
|
100% |
753
3.05 IPS |
|
Pose Estimation (F16)
|
100% |
759
3.07 IPS |
|
Pose Estimation (I8)
|
80% |
894
3.62 IPS |
|
Object Detection (F32)
|
100% |
1700
59.7 IPS |
|
Object Detection (F16)
|
100% |
1694
59.5 IPS |
|
Object Detection (I8)
|
52% |
1098
38.5 IPS |
|
Face Detection (F32)
|
100% |
1952
22.4 IPS |
|
Face Detection (F16)
|
100% |
1962
22.5 IPS |
|
Face Detection (I8)
|
75% |
1205
13.8 IPS |
|
Text Classification (F32)
|
100% |
878
347.5 IPS |
|
Text Classification (F16)
|
100% |
890
351.9 IPS |
|
Machine Translation (F32)
|
100% |
1930
297.5 IPS |
|
Machine Translation (F16)
|
100% |
1931
297.6 IPS |