Upload Date | August 13 2023 10:32 AM |
Views | 2 |
System Information | |
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Operating System | iOS 16.6 |
Model | iPad Pro (10.5-inch) |
Model ID | iPad7,3 |
Motherboard | J207AP |
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 | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
694
74.3 IPS |
|
Image Classification (F16)
|
100% |
587
62.9 IPS |
|
Image Classification (I8)
|
81% |
334
35.8 IPS |
|
Image Segmentation (F32)
|
100% |
868
5.36 IPS |
|
Image Segmentation (F16)
|
100% |
864
5.34 IPS |
|
Image Segmentation (I8)
|
89% |
611
3.78 IPS |
|
Pose Estimation (F32)
|
100% |
756
3.06 IPS |
|
Pose Estimation (F16)
|
100% |
758
3.07 IPS |
|
Pose Estimation (I8)
|
80% |
131
0.53 IPS |
|
Object Detection (F32)
|
100% |
1014
35.6 IPS |
|
Object Detection (F16)
|
100% |
1027
36.0 IPS |
|
Object Detection (I8)
|
52% |
479
16.8 IPS |
|
Face Detection (F32)
|
100% |
1554
17.8 IPS |
|
Face Detection (F16)
|
100% |
1537
17.7 IPS |
|
Face Detection (I8)
|
75% |
443
5.09 IPS |
|
Text Classification (F32)
|
98% |
117
46.4 IPS |
|
Text Classification (F16)
|
98% |
129
51.1 IPS |
|
Machine Translation (F32)
|
100% |
757
116.7 IPS |
|
Machine Translation (F16)
|
100% |
758
116.8 IPS |