Upload Date | June 13 2021 07:09 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.1 |
Model | iPad Pro 11-inch (2nd generation) |
Model ID | iPad8,9 |
Motherboard | J417AP |
CPU Information | |
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Name | Apple A12Z Bionic |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 2.49 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 128 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 5.57 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
653
69.9 IPS |
|
Image Classification (F16)
|
100% |
663
71.0 IPS |
|
Image Classification (I8)
|
81% |
183
19.6 IPS |
|
Image Segmentation (F32)
|
100% |
927
5.73 IPS |
|
Image Segmentation (F16)
|
100% |
917
5.67 IPS |
|
Image Segmentation (I8)
|
89% |
1217
7.51 IPS |
|
Pose Estimation (F32)
|
100% |
393
1.59 IPS |
|
Pose Estimation (F16)
|
100% |
384
1.56 IPS |
|
Pose Estimation (I8)
|
80% |
448
1.81 IPS |
|
Object Detection (F32)
|
100% |
1025
36.0 IPS |
|
Object Detection (F16)
|
100% |
1011
35.5 IPS |
|
Object Detection (I8)
|
52% |
382
13.4 IPS |
|
Face Detection (F32)
|
100% |
1184
13.6 IPS |
|
Face Detection (F16)
|
100% |
1185
13.6 IPS |
|
Face Detection (I8)
|
75% |
687
7.90 IPS |
|
Text Classification (F32)
|
100% |
452
178.8 IPS |
|
Text Classification (F16)
|
100% |
465
184.0 IPS |
|
Machine Translation (F32)
|
100% |
986
151.9 IPS |
|
Machine Translation (F16)
|
100% |
984
151.7 IPS |