Upload Date | July 13 2022 04:01 AM |
Views | 1 |
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 | 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 | 7.45 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
951
101.9 IPS |
|
Image Classification (F16)
|
100% |
952
102.0 IPS |
|
Image Classification (I8)
|
81% |
379
40.6 IPS |
|
Image Segmentation (F32)
|
100% |
1335
8.25 IPS |
|
Image Segmentation (F16)
|
100% |
1339
8.27 IPS |
|
Image Segmentation (I8)
|
89% |
1518
9.37 IPS |
|
Pose Estimation (F32)
|
100% |
671
2.72 IPS |
|
Pose Estimation (F16)
|
100% |
666
2.69 IPS |
|
Pose Estimation (I8)
|
80% |
803
3.25 IPS |
|
Object Detection (F32)
|
100% |
1445
50.7 IPS |
|
Object Detection (F16)
|
100% |
1443
50.6 IPS |
|
Object Detection (I8)
|
52% |
598
21.0 IPS |
|
Face Detection (F32)
|
100% |
1651
19.0 IPS |
|
Face Detection (F16)
|
100% |
1637
18.8 IPS |
|
Face Detection (I8)
|
75% |
802
9.22 IPS |
|
Text Classification (F32)
|
100% |
634
250.8 IPS |
|
Text Classification (F16)
|
100% |
598
236.7 IPS |
|
Machine Translation (F32)
|
100% |
1835
282.8 IPS |
|
Machine Translation (F16)
|
100% |
1838
283.3 IPS |