Upload Date | September 25 2024 05:23 PM |
Views | 1 |
System Information | |
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Operating System | iOS 14.6 |
Model | iPad Pro (10.5-inch) |
Model ID | iPad7,4 |
Motherboard | J208AP |
CPU Information | |
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Name | Apple A10X Fusion |
Topology | 1 Processor, 3 Cores |
Identifier | ARM |
Base Frequency | 2.34 GHz |
L1 Instruction Cache | 64.0 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
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Size | 3.91 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1121
120.1 IPS |
|
Image Classification (F16)
|
100% |
1988
213.0 IPS |
|
Image Classification (I8)
|
81% |
307
32.8 IPS |
|
Image Segmentation (F32)
|
100% |
2900
17.9 IPS |
|
Image Segmentation (F16)
|
100% |
5101
31.5 IPS |
|
Image Segmentation (I8)
|
89% |
571
3.53 IPS |
|
Pose Estimation (F32)
|
100% |
847
3.43 IPS |
|
Pose Estimation (F16)
|
100% |
2273
9.20 IPS |
|
Pose Estimation (I8)
|
80% |
126
0.51 IPS |
|
Object Detection (F32)
|
100% |
1451
50.9 IPS |
|
Object Detection (F16)
|
100% |
2239
78.6 IPS |
|
Object Detection (I8)
|
52% |
459
16.1 IPS |
|
Face Detection (F32)
|
100% |
2575
29.6 IPS |
|
Face Detection (F16)
|
97% |
4673
53.7 IPS |
|
Face Detection (I8)
|
75% |
428
4.92 IPS |
|
Text Classification (F32)
|
100% |
599
237.1 IPS |
|
Text Classification (F16)
|
98% |
739
292.3 IPS |
|
Machine Translation (F32)
|
100% |
725
111.8 IPS |
|
Machine Translation (F16)
|
100% |
727
112.1 IPS |