Upload Date | November 06 2021 04:21 AM |
Views | 5 |
System Information | |
---|---|
Operating System | iOS 15.1 |
Model | iPad Pro 12.9-inch (4th generation) |
Model ID | iPad8,11 |
Motherboard | J420AP |
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 | 5.53 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
647
69.4 IPS |
|
Image Classification (F16)
|
100% |
647
69.3 IPS |
|
Image Classification (I8)
|
81% |
243
26.0 IPS |
|
Image Segmentation (F32)
|
100% |
941
5.81 IPS |
|
Image Segmentation (F16)
|
100% |
936
5.78 IPS |
|
Image Segmentation (I8)
|
89% |
1202
7.43 IPS |
|
Pose Estimation (F32)
|
100% |
451
1.83 IPS |
|
Pose Estimation (F16)
|
100% |
451
1.82 IPS |
|
Pose Estimation (I8)
|
80% |
471
1.91 IPS |
|
Object Detection (F32)
|
100% |
983
34.5 IPS |
|
Object Detection (F16)
|
100% |
987
34.6 IPS |
|
Object Detection (I8)
|
52% |
437
15.3 IPS |
|
Face Detection (F32)
|
100% |
1174
13.5 IPS |
|
Face Detection (F16)
|
100% |
1172
13.5 IPS |
|
Face Detection (I8)
|
75% |
712
8.18 IPS |
|
Text Classification (F32)
|
100% |
465
184.0 IPS |
|
Text Classification (F16)
|
100% |
464
183.5 IPS |
|
Machine Translation (F32)
|
100% |
1012
155.9 IPS |
|
Machine Translation (F16)
|
100% |
1012
156.0 IPS |