Upload Date | October 27 2024 06:39 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.4.1 |
Model | iPad Pro (12.9-inch 3rd Generation) |
Model ID | iPad8,8 |
Motherboard | J321xAP |
CPU Information | |
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Name | Apple A12X Bionic |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 2.49 GHz |
L1 Instruction Cache | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 2.00 MB x 1 |
Memory Information | |
---|---|
Size | 5.53 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
3715
398.0 IPS |
|
Image Classification (F16)
|
100% |
3618
387.7 IPS |
|
Image Classification (I8)
|
81% |
403
43.2 IPS |
|
Image Segmentation (F32)
|
100% |
1496
9.24 IPS |
|
Image Segmentation (F16)
|
100% |
1496
9.24 IPS |
|
Image Segmentation (I8)
|
89% |
747
4.62 IPS |
|
Pose Estimation (F32)
|
100% |
8070
32.7 IPS |
|
Pose Estimation (F16)
|
100% |
8129
32.9 IPS |
|
Pose Estimation (I8)
|
80% |
142
0.57 IPS |
|
Object Detection (F32)
|
94% |
4278
150.1 IPS |
|
Object Detection (F16)
|
94% |
4232
148.5 IPS |
|
Object Detection (I8)
|
52% |
569
20.0 IPS |
|
Face Detection (F32)
|
67% |
4844
55.7 IPS |
|
Face Detection (F16)
|
67% |
4857
55.8 IPS |
|
Face Detection (I8)
|
75% |
553
6.35 IPS |
|
Text Classification (F32)
|
100% |
308
121.7 IPS |
|
Text Classification (F16)
|
100% |
303
119.7 IPS |
|
Machine Translation (F32)
|
100% |
1005
154.9 IPS |
|
Machine Translation (F16)
|
100% |
1001
154.3 IPS |