Upload Date | June 12 2021 09:44 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
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 | 128 KB x 1 |
L1 Data Cache | 128 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 5.54 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
649
69.5 IPS |
|
Image Classification (F16)
|
100% |
655
70.2 IPS |
|
Image Classification (I8)
|
81% |
222
23.7 IPS |
|
Image Segmentation (F32)
|
100% |
935
5.77 IPS |
|
Image Segmentation (F16)
|
100% |
930
5.75 IPS |
|
Image Segmentation (I8)
|
89% |
1202
7.43 IPS |
|
Pose Estimation (F32)
|
100% |
452
1.83 IPS |
|
Pose Estimation (F16)
|
100% |
451
1.83 IPS |
|
Pose Estimation (I8)
|
80% |
473
1.91 IPS |
|
Object Detection (F32)
|
100% |
992
34.8 IPS |
|
Object Detection (F16)
|
100% |
993
34.8 IPS |
|
Object Detection (I8)
|
52% |
457
16.0 IPS |
|
Face Detection (F32)
|
100% |
1177
13.5 IPS |
|
Face Detection (F16)
|
100% |
1175
13.5 IPS |
|
Face Detection (I8)
|
75% |
704
8.09 IPS |
|
Text Classification (F32)
|
100% |
468
185.1 IPS |
|
Text Classification (F16)
|
100% |
475
187.9 IPS |
|
Machine Translation (F32)
|
100% |
1007
155.3 IPS |
|
Machine Translation (F16)
|
100% |
1008
155.3 IPS |