Upload Date | June 10 2023 08:52 PM |
Views | 1 |
System Information | |
---|---|
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 | |
---|---|
Size | 3.91 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
0
|
||
Image Classification (F16)
|
100% |
383
41.0 IPS |
|
Image Classification (I8)
|
81% |
328
35.1 IPS |
|
Image Segmentation (F32)
|
100% |
735
4.54 IPS |
|
Image Segmentation (F16)
|
100% |
734
4.54 IPS |
|
Image Segmentation (I8)
|
89% |
599
3.70 IPS |
|
Pose Estimation (F32)
|
100% |
304
1.23 IPS |
|
Pose Estimation (F16)
|
100% |
305
1.24 IPS |
|
Pose Estimation (I8)
|
80% |
128
0.52 IPS |
|
Object Detection (F32)
|
100% |
482
16.9 IPS |
|
Object Detection (F16)
|
100% |
481
16.9 IPS |
|
Object Detection (I8)
|
52% |
470
16.5 IPS |
|
Face Detection (F32)
|
100% |
832
9.56 IPS |
|
Face Detection (F16)
|
100% |
851
9.78 IPS |
|
Face Detection (I8)
|
75% |
433
4.98 IPS |
|
Text Classification (F32)
|
98% |
73
28.8 IPS |
|
Text Classification (F16)
|
98% |
79
31.2 IPS |
|
Machine Translation (F32)
|
100% |
734
113.1 IPS |
|
Machine Translation (F16)
|
100% |
733
113.0 IPS |