Upload Date | September 04 2024 01:52 AM |
Views | 2 |
System Information | |
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Operating System | iOS 15.8.3 |
Model | iPad mini 4 |
Model ID | iPad5,1 |
Motherboard | J96AP |
CPU Information | |
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Name | Apple A8 |
Topology | 1 Processor, 2 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 | 1.00 MB x 1 |
Memory Information | |
---|---|
Size | 1.94 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
301
32.3 IPS |
|
Image Classification (F16)
|
100% |
431
46.2 IPS |
|
Image Classification (I8)
|
81% |
147
15.7 IPS |
|
Image Segmentation (F32)
|
100% |
485
3.00 IPS |
|
Image Segmentation (F16)
|
100% |
653
4.04 IPS |
|
Image Segmentation (I8)
|
89% |
272
1.68 IPS |
|
Pose Estimation (F32)
|
100% |
180
0.73 IPS |
|
Pose Estimation (F16)
|
100% |
304
1.23 IPS |
|
Pose Estimation (I8)
|
80% |
51
0.21 IPS |
|
Object Detection (F32)
|
100% |
401
14.1 IPS |
|
Object Detection (F16)
|
100% |
558
19.6 IPS |
|
Object Detection (I8)
|
52% |
208
7.30 IPS |
|
Face Detection (F32)
|
100% |
501
5.76 IPS |
|
Face Detection (F16)
|
97% |
768
8.82 IPS |
|
Face Detection (I8)
|
75% |
202
2.32 IPS |
|
Text Classification (F32)
|
100% |
239
94.7 IPS |
|
Text Classification (F16)
|
98% |
302
119.3 IPS |
|
Machine Translation (F32)
|
100% |
187
28.8 IPS |
|
Machine Translation (F16)
|
100% |
187
28.8 IPS |