Upload Date | December 23 2024 01:11 AM |
Views | 5 |
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% |
1129
120.9 IPS |
|
Image Classification (F16)
|
100% |
1997
214.0 IPS |
|
Image Classification (I8)
|
81% |
334
35.7 IPS |
|
Image Segmentation (F32)
|
100% |
2936
18.1 IPS |
|
Image Segmentation (F16)
|
100% |
5117
31.6 IPS |
|
Image Segmentation (I8)
|
89% |
612
3.78 IPS |
|
Pose Estimation (F32)
|
100% |
852
3.45 IPS |
|
Pose Estimation (F16)
|
100% |
2279
9.22 IPS |
|
Pose Estimation (I8)
|
80% |
130
0.53 IPS |
|
Object Detection (F32)
|
100% |
1465
51.4 IPS |
|
Object Detection (F16)
|
100% |
2261
79.3 IPS |
|
Object Detection (I8)
|
52% |
477
16.7 IPS |
|
Face Detection (F32)
|
100% |
2601
29.9 IPS |
|
Face Detection (F16)
|
97% |
4724
54.3 IPS |
|
Face Detection (I8)
|
75% |
443
5.09 IPS |
|
Text Classification (F32)
|
100% |
602
238.3 IPS |
|
Text Classification (F16)
|
98% |
742
293.6 IPS |
|
Machine Translation (F32)
|
100% |
751
115.7 IPS |
|
Machine Translation (F16)
|
100% |
754
116.2 IPS |