Upload Date | September 28 2024 04:10 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.8.3 |
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 | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
149
16.0 IPS |
|
Image Classification (F16)
|
100% |
148
15.9 IPS |
|
Image Classification (I8)
|
81% |
148
15.9 IPS |
|
Image Segmentation (F32)
|
100% |
219
1.35 IPS |
|
Image Segmentation (F16)
|
100% |
219
1.35 IPS |
|
Image Segmentation (I8)
|
89% |
276
1.71 IPS |
|
Pose Estimation (F32)
|
100% |
68
0.28 IPS |
|
Pose Estimation (F16)
|
100% |
68
0.28 IPS |
|
Pose Estimation (I8)
|
80% |
52
0.21 IPS |
|
Object Detection (F32)
|
100% |
218
7.65 IPS |
|
Object Detection (F16)
|
100% |
222
7.80 IPS |
|
Object Detection (I8)
|
52% |
211
7.41 IPS |
|
Face Detection (F32)
|
100% |
244
2.80 IPS |
|
Face Detection (F16)
|
100% |
250
2.87 IPS |
|
Face Detection (I8)
|
75% |
205
2.36 IPS |
|
Text Classification (F32)
|
98% |
93
36.7 IPS |
|
Text Classification (F16)
|
98% |
92
36.5 IPS |
|
Machine Translation (F32)
|
100% |
186
28.7 IPS |
|
Machine Translation (F16)
|
100% |
196
30.3 IPS |