Upload Date | May 11 2021 12:21 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 14.4 |
Model | iPad Pro (12.9-inch 3rd Generation) |
Model ID | iPad8,6 |
Motherboard | Macmini9,1 |
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 | 128 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 16.00 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
5379
576.3 IPS |
|
Image Classification (F16)
|
100% |
5468
585.9 IPS |
|
Image Classification (I8)
|
81% |
676
72.4 IPS |
|
Image Segmentation (F32)
|
100% |
2143
13.2 IPS |
|
Image Segmentation (F16)
|
100% |
2134
13.2 IPS |
|
Image Segmentation (I8)
|
89% |
1238
7.65 IPS |
|
Pose Estimation (F32)
|
100% |
18937
76.6 IPS |
|
Pose Estimation (F16)
|
100% |
19027
77.0 IPS |
|
Pose Estimation (I8)
|
80% |
233
0.94 IPS |
|
Object Detection (F32)
|
100% |
2382
83.6 IPS |
|
Object Detection (F16)
|
100% |
2380
83.5 IPS |
|
Object Detection (I8)
|
52% |
774
27.2 IPS |
|
Face Detection (F32)
|
100% |
7113
81.7 IPS |
|
Face Detection (F16)
|
100% |
7283
83.7 IPS |
|
Face Detection (I8)
|
75% |
943
10.8 IPS |
|
Text Classification (F32)
|
100% |
1047
414.1 IPS |
|
Text Classification (F16)
|
100% |
1073
424.2 IPS |
|
Machine Translation (F32)
|
100% |
1703
262.5 IPS |
|
Machine Translation (F16)
|
100% |
1747
269.3 IPS |