Upload Date | June 11 2021 03:09 AM |
Views | 1 |
System Information | |
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Operating System | iOS 14.4.2 |
Model | iPad (6th generation) |
Model ID | iPad7,5 |
Motherboard | J71bAP |
CPU Information | |
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Name | Apple A10 Fusion |
Topology | 1 Processor, 2 Cores |
Identifier | ARM |
Base Frequency | 2.32 GHz |
L1 Instruction Cache | 64.0 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 3.00 MB x 1 |
Memory Information | |
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Size | 1.93 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
285
30.5 IPS |
|
Image Classification (F16)
|
100% |
279
29.9 IPS |
|
Image Classification (I8)
|
81% |
558
59.7 IPS |
|
Image Segmentation (F32)
|
100% |
527
3.25 IPS |
|
Image Segmentation (F16)
|
100% |
529
3.27 IPS |
|
Image Segmentation (I8)
|
89% |
972
6.00 IPS |
|
Pose Estimation (F32)
|
100% |
154
0.62 IPS |
|
Pose Estimation (F16)
|
100% |
154
0.62 IPS |
|
Pose Estimation (I8)
|
80% |
212
0.86 IPS |
|
Object Detection (F32)
|
100% |
458
16.1 IPS |
|
Object Detection (F16)
|
100% |
459
16.1 IPS |
|
Object Detection (I8)
|
52% |
724
25.4 IPS |
|
Face Detection (F32)
|
100% |
586
6.74 IPS |
|
Face Detection (F16)
|
100% |
571
6.56 IPS |
|
Face Detection (I8)
|
75% |
656
7.54 IPS |
|
Text Classification (F32)
|
100% |
518
204.9 IPS |
|
Text Classification (F16)
|
100% |
517
204.4 IPS |
|
Machine Translation (F32)
|
100% |
593
91.3 IPS |
|
Machine Translation (F16)
|
100% |
618
95.2 IPS |