Upload Date | September 07 2024 12:47 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.2 |
Model | iPad Air 2 |
Model ID | iPad5,4 |
Motherboard | J82AP |
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% |
169
18.1 IPS |
|
Image Classification (F16)
|
100% |
168
18.0 IPS |
|
Image Classification (I8)
|
81% |
360
38.6 IPS |
|
Image Segmentation (F32)
|
100% |
303
1.87 IPS |
|
Image Segmentation (F16)
|
100% |
300
1.86 IPS |
|
Image Segmentation (I8)
|
89% |
676
4.18 IPS |
|
Pose Estimation (F32)
|
100% |
113
0.46 IPS |
|
Pose Estimation (F16)
|
100% |
110
0.44 IPS |
|
Pose Estimation (I8)
|
80% |
137
0.56 IPS |
|
Object Detection (F32)
|
100% |
284
9.98 IPS |
|
Object Detection (F16)
|
100% |
287
10.1 IPS |
|
Object Detection (I8)
|
52% |
511
17.9 IPS |
|
Face Detection (F32)
|
100% |
353
4.06 IPS |
|
Face Detection (F16)
|
100% |
349
4.01 IPS |
|
Face Detection (I8)
|
75% |
509
5.85 IPS |
|
Text Classification (F32)
|
100% |
235
93.1 IPS |
|
Text Classification (F16)
|
100% |
214
84.6 IPS |
|
Machine Translation (F32)
|
100% |
215
33.1 IPS |
|
Machine Translation (F16)
|
100% |
215
33.1 IPS |