Upload Date | October 21 2021 07:26 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0 |
Model | iPad (6th generation) |
Model ID | iPad7,5 |
Motherboard | J71bAP |
CPU Information | |
---|---|
Name | Apple A10 Fusion |
Topology | 1 Processor, 2 Cores |
Identifier | ARM |
Base Frequency | 2.32 GHz |
L1 Instruction Cache | 64.0 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 3.00 MB x 1 |
Memory Information | |
---|---|
Size | 1.93 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
280
30.0 IPS |
|
Image Classification (F16)
|
100% |
270
28.9 IPS |
|
Image Classification (I8)
|
81% |
517
55.4 IPS |
|
Image Segmentation (F32)
|
100% |
508
3.14 IPS |
|
Image Segmentation (F16)
|
100% |
510
3.15 IPS |
|
Image Segmentation (I8)
|
89% |
914
5.65 IPS |
|
Pose Estimation (F32)
|
100% |
144
0.58 IPS |
|
Pose Estimation (F16)
|
100% |
141
0.57 IPS |
|
Pose Estimation (I8)
|
80% |
201
0.81 IPS |
|
Object Detection (F32)
|
100% |
431
15.1 IPS |
|
Object Detection (F16)
|
100% |
434
15.2 IPS |
|
Object Detection (I8)
|
52% |
693
24.3 IPS |
|
Face Detection (F32)
|
100% |
565
6.49 IPS |
|
Face Detection (F16)
|
100% |
544
6.25 IPS |
|
Face Detection (I8)
|
75% |
618
7.10 IPS |
|
Text Classification (F32)
|
100% |
517
204.6 IPS |
|
Text Classification (F16)
|
100% |
510
201.8 IPS |
|
Machine Translation (F32)
|
100% |
546
84.2 IPS |
|
Machine Translation (F16)
|
100% |
579
89.2 IPS |