Upload Date | August 15 2024 07:23 PM |
Views | 1 |
System Information | |
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Operating System | iOS 14.3 |
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 | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1126
120.6 IPS |
|
Image Classification (F16)
|
100% |
1999
214.1 IPS |
|
Image Classification (I8)
|
81% |
334
35.7 IPS |
|
Image Segmentation (F32)
|
100% |
2955
18.3 IPS |
|
Image Segmentation (F16)
|
100% |
5076
31.4 IPS |
|
Image Segmentation (I8)
|
89% |
611
3.78 IPS |
|
Pose Estimation (F32)
|
100% |
860
3.48 IPS |
|
Pose Estimation (F16)
|
100% |
2266
9.17 IPS |
|
Pose Estimation (I8)
|
80% |
131
0.53 IPS |
|
Object Detection (F32)
|
100% |
1465
51.4 IPS |
|
Object Detection (F16)
|
100% |
2278
79.9 IPS |
|
Object Detection (I8)
|
52% |
476
16.7 IPS |
|
Face Detection (F32)
|
100% |
2600
29.9 IPS |
|
Face Detection (F16)
|
97% |
4707
54.1 IPS |
|
Face Detection (I8)
|
75% |
443
5.09 IPS |
|
Text Classification (F32)
|
100% |
608
240.6 IPS |
|
Text Classification (F16)
|
98% |
744
294.1 IPS |
|
Machine Translation (F32)
|
100% |
754
116.2 IPS |
|
Machine Translation (F16)
|
100% |
756
116.5 IPS |