Upload Date | June 13 2021 02:21 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPad Pro 11-inch (2nd generation) |
Model ID | iPad8,10 |
Motherboard | J418AP |
CPU Information | |
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Name | Apple A12Z Bionic |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 2.49 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 128 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 5.57 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
3441
368.7 IPS |
|
Image Classification (F16)
|
100% |
2953
316.4 IPS |
|
Image Classification (I8)
|
81% |
402
43.0 IPS |
|
Image Segmentation (F32)
|
100% |
1428
8.82 IPS |
|
Image Segmentation (F16)
|
100% |
1427
8.81 IPS |
|
Image Segmentation (I8)
|
89% |
749
4.63 IPS |
|
Pose Estimation (F32)
|
100% |
8007
32.4 IPS |
|
Pose Estimation (F16)
|
100% |
8068
32.6 IPS |
|
Pose Estimation (I8)
|
80% |
142
0.57 IPS |
|
Object Detection (F32)
|
94% |
4097
143.8 IPS |
|
Object Detection (F16)
|
94% |
4165
146.2 IPS |
|
Object Detection (I8)
|
52% |
567
19.9 IPS |
|
Face Detection (F32)
|
67% |
4001
46.0 IPS |
|
Face Detection (F16)
|
67% |
3764
43.2 IPS |
|
Face Detection (I8)
|
75% |
551
6.33 IPS |
|
Text Classification (F32)
|
100% |
230
91.1 IPS |
|
Text Classification (F16)
|
100% |
255
100.7 IPS |
|
Machine Translation (F32)
|
100% |
987
152.2 IPS |
|
Machine Translation (F16)
|
100% |
988
152.2 IPS |