Upload Date | June 13 2021 02:02 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPad Pro 11-inch (2nd generation) |
Model ID | iPad8,9 |
Motherboard | J417AP |
CPU Information | |
---|---|
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
667
71.4 IPS |
|
Image Classification (F16)
|
100% |
668
71.6 IPS |
|
Image Classification (I8)
|
81% |
169
18.1 IPS |
|
Image Segmentation (F32)
|
100% |
937
5.79 IPS |
|
Image Segmentation (F16)
|
100% |
938
5.79 IPS |
|
Image Segmentation (I8)
|
89% |
1218
7.52 IPS |
|
Pose Estimation (F32)
|
100% |
440
1.78 IPS |
|
Pose Estimation (F16)
|
100% |
442
1.79 IPS |
|
Pose Estimation (I8)
|
80% |
466
1.89 IPS |
|
Object Detection (F32)
|
100% |
1033
36.3 IPS |
|
Object Detection (F16)
|
100% |
1030
36.2 IPS |
|
Object Detection (I8)
|
52% |
372
13.1 IPS |
|
Face Detection (F32)
|
100% |
1211
13.9 IPS |
|
Face Detection (F16)
|
100% |
1210
13.9 IPS |
|
Face Detection (I8)
|
75% |
642
7.37 IPS |
|
Text Classification (F32)
|
100% |
414
163.6 IPS |
|
Text Classification (F16)
|
100% |
411
162.4 IPS |
|
Machine Translation (F32)
|
100% |
998
153.7 IPS |
|
Machine Translation (F16)
|
100% |
996
153.5 IPS |