User | pitrzusti |
Upload Date | May 18 2022 12:07 AM |
Views | 5 |
System Information | |
---|---|
Operating System | iOS 15.5 |
Model | iPad13,17 |
Model ID | iPad13,17 |
Motherboard | J408AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 1.95 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 | 7.45 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
388
41.5 IPS |
|
Image Classification (F16)
|
100% |
615
65.9 IPS |
|
Image Classification (I8)
|
81% |
405
43.4 IPS |
|
Image Segmentation (F32)
|
100% |
646
3.99 IPS |
|
Image Segmentation (F16)
|
100% |
884
5.46 IPS |
|
Image Segmentation (I8)
|
89% |
1383
8.54 IPS |
|
Pose Estimation (F32)
|
100% |
426
1.72 IPS |
|
Pose Estimation (F16)
|
100% |
372
1.51 IPS |
|
Pose Estimation (I8)
|
80% |
575
2.33 IPS |
|
Object Detection (F32)
|
100% |
1065
37.4 IPS |
|
Object Detection (F16)
|
100% |
1057
37.1 IPS |
|
Object Detection (I8)
|
52% |
609
21.4 IPS |
|
Face Detection (F32)
|
100% |
682
7.84 IPS |
|
Face Detection (F16)
|
100% |
1112
12.8 IPS |
|
Face Detection (I8)
|
75% |
888
10.2 IPS |
|
Text Classification (F32)
|
100% |
580
229.5 IPS |
|
Text Classification (F16)
|
100% |
606
239.7 IPS |
|
Machine Translation (F32)
|
100% |
1125
173.3 IPS |
|
Machine Translation (F16)
|
100% |
1128
173.9 IPS |