Upload Date | June 10 2023 07:50 AM |
Views | 1 |
System Information | |
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Operating System | iOS 16.5 |
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 | 3.35 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 |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1082
115.9 IPS |
|
Image Classification (F16)
|
100% |
1080
115.7 IPS |
|
Image Classification (I8)
|
81% |
703
75.3 IPS |
|
Image Segmentation (F32)
|
100% |
1449
8.95 IPS |
|
Image Segmentation (F16)
|
100% |
1426
8.81 IPS |
|
Image Segmentation (I8)
|
89% |
1788
11.0 IPS |
|
Pose Estimation (F32)
|
100% |
754
3.05 IPS |
|
Pose Estimation (F16)
|
100% |
751
3.04 IPS |
|
Pose Estimation (I8)
|
80% |
897
3.63 IPS |
|
Object Detection (F32)
|
100% |
1703
59.8 IPS |
|
Object Detection (F16)
|
100% |
1699
59.6 IPS |
|
Object Detection (I8)
|
52% |
1106
38.8 IPS |
|
Face Detection (F32)
|
100% |
1960
22.5 IPS |
|
Face Detection (F16)
|
100% |
1953
22.4 IPS |
|
Face Detection (I8)
|
75% |
1196
13.7 IPS |
|
Text Classification (F32)
|
100% |
852
337.1 IPS |
|
Text Classification (F16)
|
100% |
859
339.6 IPS |
|
Machine Translation (F32)
|
100% |
1937
298.5 IPS |
|
Machine Translation (F16)
|
100% |
1941
299.1 IPS |