Upload Date | September 09 2024 11:49 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.8.3 |
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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
162
17.3 IPS |
|
Image Classification (F16)
|
100% |
166
17.8 IPS |
|
Image Classification (I8)
|
81% |
365
39.1 IPS |
|
Image Segmentation (F32)
|
100% |
300
1.86 IPS |
|
Image Segmentation (F16)
|
100% |
301
1.86 IPS |
|
Image Segmentation (I8)
|
89% |
666
4.12 IPS |
|
Pose Estimation (F32)
|
100% |
112
0.45 IPS |
|
Pose Estimation (F16)
|
100% |
110
0.44 IPS |
|
Pose Estimation (I8)
|
80% |
141
0.57 IPS |
|
Object Detection (F32)
|
100% |
281
9.87 IPS |
|
Object Detection (F16)
|
100% |
284
9.96 IPS |
|
Object Detection (I8)
|
52% |
512
18.0 IPS |
|
Face Detection (F32)
|
100% |
351
4.04 IPS |
|
Face Detection (F16)
|
100% |
352
4.04 IPS |
|
Face Detection (I8)
|
75% |
484
5.56 IPS |
|
Text Classification (F32)
|
100% |
228
90.2 IPS |
|
Text Classification (F16)
|
100% |
212
83.7 IPS |
|
Machine Translation (F32)
|
100% |
213
32.8 IPS |
|
Machine Translation (F16)
|
100% |
211
32.5 IPS |