Upload Date | October 14 2021 06:16 AM |
Views | 1 |
System Information | |
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Operating System | iOS 14.8 |
Model | iPad Pro (9.7-inch) |
Model ID | iPad6,3 |
Motherboard | J127AP |
CPU Information | |
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Name | Apple A9X |
Topology | 1 Processor, 2 Cores |
Identifier | ARM |
Base Frequency | 2.26 GHz |
L1 Instruction Cache | 64.0 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 3.00 MB x 1 |
Memory Information | |
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Size | 1.92 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
598
64.0 IPS |
|
Image Classification (F16)
|
100% |
910
97.5 IPS |
|
Image Classification (I8)
|
81% |
221
23.6 IPS |
|
Image Segmentation (F32)
|
100% |
1903
11.8 IPS |
|
Image Segmentation (F16)
|
100% |
3194
19.7 IPS |
|
Image Segmentation (I8)
|
89% |
434
2.68 IPS |
|
Pose Estimation (F32)
|
100% |
468
1.89 IPS |
|
Pose Estimation (F16)
|
100% |
1456
5.89 IPS |
|
Pose Estimation (I8)
|
80% |
81
0.33 IPS |
|
Object Detection (F32)
|
100% |
881
30.9 IPS |
|
Object Detection (F16)
|
100% |
1122
39.4 IPS |
|
Object Detection (I8)
|
52% |
333
11.7 IPS |
|
Face Detection (F32)
|
100% |
1680
19.3 IPS |
|
Face Detection (F16)
|
97% |
3224
37.0 IPS |
|
Face Detection (I8)
|
75% |
325
3.73 IPS |
|
Text Classification (F32)
|
100% |
469
185.6 IPS |
|
Text Classification (F16)
|
98% |
593
234.7 IPS |
|
Machine Translation (F32)
|
100% |
506
77.9 IPS |
|
Machine Translation (F16)
|
100% |
502
77.3 IPS |