Upload Date | November 03 2021 04:34 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0.2 |
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 | 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% |
644
69.0 IPS |
|
Image Classification (F16)
|
100% |
643
68.9 IPS |
|
Image Classification (I8)
|
81% |
245
26.3 IPS |
|
Image Segmentation (F32)
|
100% |
934
5.77 IPS |
|
Image Segmentation (F16)
|
100% |
936
5.78 IPS |
|
Image Segmentation (I8)
|
89% |
1203
7.43 IPS |
|
Pose Estimation (F32)
|
100% |
450
1.82 IPS |
|
Pose Estimation (F16)
|
100% |
451
1.82 IPS |
|
Pose Estimation (I8)
|
80% |
468
1.89 IPS |
|
Object Detection (F32)
|
100% |
994
34.9 IPS |
|
Object Detection (F16)
|
100% |
984
34.5 IPS |
|
Object Detection (I8)
|
52% |
452
15.9 IPS |
|
Face Detection (F32)
|
100% |
1161
13.3 IPS |
|
Face Detection (F16)
|
100% |
1167
13.4 IPS |
|
Face Detection (I8)
|
75% |
712
8.18 IPS |
|
Text Classification (F32)
|
100% |
453
179.1 IPS |
|
Text Classification (F16)
|
100% |
465
183.8 IPS |
|
Machine Translation (F32)
|
100% |
991
152.7 IPS |
|
Machine Translation (F16)
|
100% |
991
152.7 IPS |