Upload Date | June 15 2021 03:43 PM |
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% |
625
66.9 IPS |
|
Image Classification (F16)
|
100% |
630
67.5 IPS |
|
Image Classification (I8)
|
81% |
209
22.4 IPS |
|
Image Segmentation (F32)
|
100% |
915
5.65 IPS |
|
Image Segmentation (F16)
|
100% |
913
5.64 IPS |
|
Image Segmentation (I8)
|
89% |
1204
7.43 IPS |
|
Pose Estimation (F32)
|
100% |
437
1.77 IPS |
|
Pose Estimation (F16)
|
100% |
427
1.73 IPS |
|
Pose Estimation (I8)
|
80% |
466
1.89 IPS |
|
Object Detection (F32)
|
100% |
974
34.2 IPS |
|
Object Detection (F16)
|
100% |
970
34.0 IPS |
|
Object Detection (I8)
|
52% |
446
15.7 IPS |
|
Face Detection (F32)
|
100% |
1164
13.4 IPS |
|
Face Detection (F16)
|
100% |
1168
13.4 IPS |
|
Face Detection (I8)
|
75% |
704
8.09 IPS |
|
Text Classification (F32)
|
100% |
463
183.2 IPS |
|
Text Classification (F16)
|
100% |
475
188.0 IPS |
|
Machine Translation (F32)
|
100% |
1013
156.2 IPS |
|
Machine Translation (F16)
|
100% |
1005
154.9 IPS |