Upload Date | October 24 2021 01:21 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPad13,8 |
Model ID | iPad13,8 |
Motherboard | J522AP |
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% |
596
63.9 IPS |
|
Image Classification (F16)
|
100% |
613
65.7 IPS |
|
Image Classification (I8)
|
81% |
251
26.9 IPS |
|
Image Segmentation (F32)
|
100% |
1006
6.21 IPS |
|
Image Segmentation (F16)
|
100% |
1153
7.12 IPS |
|
Image Segmentation (I8)
|
89% |
1477
9.12 IPS |
|
Pose Estimation (F32)
|
100% |
433
1.75 IPS |
|
Pose Estimation (F16)
|
100% |
358
1.45 IPS |
|
Pose Estimation (I8)
|
80% |
633
2.56 IPS |
|
Object Detection (F32)
|
100% |
975
34.2 IPS |
|
Object Detection (F16)
|
100% |
1015
35.6 IPS |
|
Object Detection (I8)
|
52% |
597
20.9 IPS |
|
Face Detection (F32)
|
100% |
1466
16.8 IPS |
|
Face Detection (F16)
|
100% |
1455
16.7 IPS |
|
Face Detection (I8)
|
75% |
853
9.80 IPS |
|
Text Classification (F32)
|
100% |
813
321.4 IPS |
|
Text Classification (F16)
|
100% |
704
278.3 IPS |
|
Machine Translation (F32)
|
100% |
1812
279.3 IPS |
|
Machine Translation (F16)
|
100% |
1860
286.7 IPS |