Upload Date | October 23 2021 06:51 AM |
Views | 4 |
System Information | |
---|---|
Operating System | iOS 14.7.1 |
Model | iPad Air 2 |
Model ID | iPad5,3 |
Motherboard | J81AP |
CPU Information | |
---|---|
Name | Apple A8X |
Topology | 1 Processor, 3 Cores |
Identifier | ARM |
Base Frequency | 1.50 GHz |
L1 Instruction Cache | 64.0 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 2.00 MB x 1 |
Memory Information | |
---|---|
Size | 1.94 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
495
53.1 IPS |
|
Image Classification (F16)
|
100% |
541
57.9 IPS |
|
Image Classification (I8)
|
81% |
139
14.9 IPS |
|
Image Segmentation (F32)
|
100% |
853
5.27 IPS |
|
Image Segmentation (F16)
|
100% |
1091
6.74 IPS |
|
Image Segmentation (I8)
|
89% |
258
1.60 IPS |
|
Pose Estimation (F32)
|
100% |
293
1.19 IPS |
|
Pose Estimation (F16)
|
100% |
517
2.09 IPS |
|
Pose Estimation (I8)
|
80% |
47
0.19 IPS |
|
Object Detection (F32)
|
100% |
593
20.8 IPS |
|
Object Detection (F16)
|
100% |
774
27.2 IPS |
|
Object Detection (I8)
|
52% |
196
6.89 IPS |
|
Face Detection (F32)
|
100% |
805
9.25 IPS |
|
Face Detection (F16)
|
97% |
1141
13.1 IPS |
|
Face Detection (I8)
|
75% |
189
2.18 IPS |
|
Text Classification (F32)
|
100% |
309
122.4 IPS |
|
Text Classification (F16)
|
98% |
363
143.6 IPS |
|
Machine Translation (F32)
|
100% |
180
27.8 IPS |
|
Machine Translation (F16)
|
100% |
171
26.3 IPS |