Upload Date | May 14 2022 09:42 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.4.1 |
Model | iPad Pro 11-inch (2nd generation) |
Model ID | iPad8,10 |
Motherboard | J418AP |
CPU Information | |
---|---|
Name | Apple A12Z Bionic |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 2.49 GHz |
L1 Instruction Cache | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 2.00 MB x 1 |
Memory Information | |
---|---|
Size | 5.56 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
643
68.9 IPS |
|
Image Classification (F16)
|
100% |
642
68.8 IPS |
|
Image Classification (I8)
|
81% |
230
24.7 IPS |
|
Image Segmentation (F32)
|
100% |
931
5.75 IPS |
|
Image Segmentation (F16)
|
100% |
931
5.75 IPS |
|
Image Segmentation (I8)
|
89% |
1200
7.41 IPS |
|
Pose Estimation (F32)
|
100% |
453
1.83 IPS |
|
Pose Estimation (F16)
|
100% |
451
1.82 IPS |
|
Pose Estimation (I8)
|
80% |
468
1.89 IPS |
|
Object Detection (F32)
|
100% |
985
34.6 IPS |
|
Object Detection (F16)
|
100% |
980
34.4 IPS |
|
Object Detection (I8)
|
52% |
442
15.5 IPS |
|
Face Detection (F32)
|
100% |
1162
13.3 IPS |
|
Face Detection (F16)
|
100% |
1170
13.4 IPS |
|
Face Detection (I8)
|
75% |
695
7.98 IPS |
|
Text Classification (F32)
|
100% |
460
181.9 IPS |
|
Text Classification (F16)
|
100% |
465
183.7 IPS |
|
Machine Translation (F32)
|
100% |
987
152.2 IPS |
|
Machine Translation (F16)
|
100% |
986
152.0 IPS |