Upload Date | June 13 2021 07:19 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPad mini (5th generation) |
Model ID | iPad11,1 |
Motherboard | J210AP |
CPU Information | |
---|---|
Name | Apple A12 Bionic |
Topology | 1 Processor, 6 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 | 2.85 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
463
49.6 IPS |
|
Image Classification (F16)
|
100% |
466
49.9 IPS |
|
Image Classification (I8)
|
81% |
278
29.8 IPS |
|
Image Segmentation (F32)
|
100% |
769
4.75 IPS |
|
Image Segmentation (F16)
|
100% |
758
4.68 IPS |
|
Image Segmentation (I8)
|
89% |
976
6.03 IPS |
|
Pose Estimation (F32)
|
100% |
245
0.99 IPS |
|
Pose Estimation (F16)
|
100% |
242
0.98 IPS |
|
Pose Estimation (I8)
|
80% |
266
1.08 IPS |
|
Object Detection (F32)
|
100% |
381
13.4 IPS |
|
Object Detection (F16)
|
100% |
728
25.6 IPS |
|
Object Detection (I8)
|
52% |
524
18.4 IPS |
|
Face Detection (F32)
|
100% |
848
9.75 IPS |
|
Face Detection (F16)
|
100% |
845
9.71 IPS |
|
Face Detection (I8)
|
75% |
643
7.39 IPS |
|
Text Classification (F32)
|
100% |
790
312.5 IPS |
|
Text Classification (F16)
|
100% |
780
308.5 IPS |
|
Machine Translation (F32)
|
100% |
996
153.5 IPS |
|
Machine Translation (F16)
|
100% |
993
153.0 IPS |