Upload Date | June 10 2023 08:35 PM |
Views | 1 |
System Information | |
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Operating System | iOS 16.5 |
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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
389
41.6 IPS |
|
Image Classification (F16)
|
100% |
397
42.5 IPS |
|
Image Classification (I8)
|
81% |
816
87.4 IPS |
|
Image Segmentation (F32)
|
100% |
640
3.95 IPS |
|
Image Segmentation (F16)
|
100% |
637
3.94 IPS |
|
Image Segmentation (I8)
|
89% |
1463
9.04 IPS |
|
Pose Estimation (F32)
|
100% |
265
1.07 IPS |
|
Pose Estimation (F16)
|
100% |
265
1.07 IPS |
|
Pose Estimation (I8)
|
80% |
350
1.42 IPS |
|
Object Detection (F32)
|
100% |
654
22.9 IPS |
|
Object Detection (F16)
|
100% |
684
24.0 IPS |
|
Object Detection (I8)
|
52% |
1144
40.1 IPS |
|
Face Detection (F32)
|
100% |
849
9.75 IPS |
|
Face Detection (F16)
|
100% |
847
9.73 IPS |
|
Face Detection (I8)
|
75% |
1138
13.1 IPS |
|
Text Classification (F32)
|
100% |
658
260.3 IPS |
|
Text Classification (F16)
|
100% |
652
257.9 IPS |
|
Machine Translation (F32)
|
100% |
717
110.5 IPS |
|
Machine Translation (F16)
|
100% |
715
110.2 IPS |