Upload Date | November 05 2022 03:34 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.0 |
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 | 3.46 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 | 7.33 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1069
114.5 IPS |
|
Image Classification (F16)
|
100% |
1069
114.6 IPS |
|
Image Classification (I8)
|
81% |
721
77.2 IPS |
|
Image Segmentation (F32)
|
100% |
1454
8.98 IPS |
|
Image Segmentation (F16)
|
100% |
1439
8.89 IPS |
|
Image Segmentation (I8)
|
89% |
1812
11.2 IPS |
|
Pose Estimation (F32)
|
100% |
745
3.02 IPS |
|
Pose Estimation (F16)
|
100% |
755
3.05 IPS |
|
Pose Estimation (I8)
|
80% |
882
3.57 IPS |
|
Object Detection (F32)
|
100% |
1690
59.3 IPS |
|
Object Detection (F16)
|
100% |
1681
59.0 IPS |
|
Object Detection (I8)
|
52% |
1082
38.0 IPS |
|
Face Detection (F32)
|
100% |
1940
22.3 IPS |
|
Face Detection (F16)
|
100% |
1918
22.0 IPS |
|
Face Detection (I8)
|
75% |
1232
14.1 IPS |
|
Text Classification (F32)
|
100% |
948
375.1 IPS |
|
Text Classification (F16)
|
100% |
849
335.9 IPS |
|
Machine Translation (F32)
|
100% |
1875
289.0 IPS |
|
Machine Translation (F16)
|
100% |
1882
290.0 IPS |