Upload Date | May 11 2021 12:20 PM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 14.5.1 |
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 | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2955
316.6 IPS |
|
Image Classification (F16)
|
100% |
2981
319.4 IPS |
|
Image Classification (I8)
|
81% |
403
43.2 IPS |
|
Image Segmentation (F32)
|
100% |
1457
9.00 IPS |
|
Image Segmentation (F16)
|
100% |
1430
8.83 IPS |
|
Image Segmentation (I8)
|
89% |
750
4.63 IPS |
|
Pose Estimation (F32)
|
100% |
8047
32.6 IPS |
|
Pose Estimation (F16)
|
100% |
8062
32.6 IPS |
|
Pose Estimation (I8)
|
80% |
142
0.58 IPS |
|
Object Detection (F32)
|
94% |
1629
57.2 IPS |
|
Object Detection (F16)
|
94% |
1614
56.6 IPS |
|
Object Detection (I8)
|
52% |
472
16.6 IPS |
|
Face Detection (F32)
|
67% |
3901
44.8 IPS |
|
Face Detection (F16)
|
67% |
3799
43.6 IPS |
|
Face Detection (I8)
|
75% |
553
6.36 IPS |
|
Text Classification (F32)
|
100% |
223
88.0 IPS |
|
Text Classification (F16)
|
100% |
209
82.8 IPS |
|
Machine Translation (F32)
|
100% |
984
151.7 IPS |
|
Machine Translation (F16)
|
100% |
985
151.8 IPS |