Upload Date | June 11 2021 04:11 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPad13,10 |
Model ID | iPad13,10 |
Motherboard | J523AP |
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 | 7.22 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
945
101.2 IPS |
|
Image Classification (F16)
|
100% |
932
99.9 IPS |
|
Image Classification (I8)
|
81% |
428
45.9 IPS |
|
Image Segmentation (F32)
|
100% |
1239
7.65 IPS |
|
Image Segmentation (F16)
|
100% |
1238
7.65 IPS |
|
Image Segmentation (I8)
|
89% |
1505
9.30 IPS |
|
Pose Estimation (F32)
|
100% |
671
2.71 IPS |
|
Pose Estimation (F16)
|
100% |
669
2.71 IPS |
|
Pose Estimation (I8)
|
80% |
795
3.22 IPS |
|
Object Detection (F32)
|
100% |
1472
51.7 IPS |
|
Object Detection (F16)
|
100% |
1473
51.7 IPS |
|
Object Detection (I8)
|
52% |
614
21.6 IPS |
|
Face Detection (F32)
|
100% |
1627
18.7 IPS |
|
Face Detection (F16)
|
100% |
1632
18.7 IPS |
|
Face Detection (I8)
|
75% |
843
9.68 IPS |
|
Text Classification (F32)
|
100% |
720
284.8 IPS |
|
Text Classification (F16)
|
100% |
658
260.4 IPS |
|
Machine Translation (F32)
|
100% |
1867
287.7 IPS |
|
Machine Translation (F16)
|
100% |
1882
290.0 IPS |