Upload Date | May 26 2021 08:22 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.7 |
Model | iPad Pro 12.9-inch (4th generation) |
Model ID | iPad8,12 |
Motherboard | J421AP |
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 | 5.54 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
3748
401.6 IPS |
|
Image Classification (F16)
|
100% |
3818
409.0 IPS |
|
Image Classification (I8)
|
81% |
404
43.3 IPS |
|
Image Segmentation (F32)
|
100% |
1446
8.93 IPS |
|
Image Segmentation (F16)
|
100% |
1489
9.20 IPS |
|
Image Segmentation (I8)
|
89% |
750
4.63 IPS |
|
Pose Estimation (F32)
|
100% |
8927
36.1 IPS |
|
Pose Estimation (F16)
|
100% |
8764
35.5 IPS |
|
Pose Estimation (I8)
|
80% |
141
0.57 IPS |
|
Object Detection (F32)
|
94% |
4431
155.5 IPS |
|
Object Detection (F16)
|
94% |
4234
148.6 IPS |
|
Object Detection (I8)
|
52% |
571
20.0 IPS |
|
Face Detection (F32)
|
67% |
4190
48.1 IPS |
|
Face Detection (F16)
|
67% |
3991
45.9 IPS |
|
Face Detection (I8)
|
75% |
554
6.36 IPS |
|
Text Classification (F32)
|
100% |
238
94.2 IPS |
|
Text Classification (F16)
|
100% |
220
86.8 IPS |
|
Machine Translation (F32)
|
100% |
1009
155.6 IPS |
|
Machine Translation (F16)
|
100% |
1007
155.2 IPS |