Upload Date | May 15 2022 11:39 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.4.1 |
Model | iPad Pro (12.9-inch 5th generation) |
Model ID | iPad13,8 |
Motherboard | J522AP |
CPU Information | |
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Name | Apple M1 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 3.19 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 | 7.31 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
6100
653.6 IPS |
|
Image Classification (F16)
|
100% |
6039
647.0 IPS |
|
Image Classification (I8)
|
81% |
688
73.7 IPS |
|
Image Segmentation (F32)
|
100% |
2222
13.7 IPS |
|
Image Segmentation (F16)
|
100% |
2213
13.7 IPS |
|
Image Segmentation (I8)
|
89% |
1234
7.62 IPS |
|
Pose Estimation (F32)
|
100% |
19856
80.3 IPS |
|
Pose Estimation (F16)
|
100% |
19582
79.2 IPS |
|
Pose Estimation (I8)
|
80% |
236
0.95 IPS |
|
Object Detection (F32)
|
100% |
7304
256.3 IPS |
|
Object Detection (F16)
|
100% |
7298
256.1 IPS |
|
Object Detection (I8)
|
52% |
975
34.2 IPS |
|
Face Detection (F32)
|
100% |
7873
90.5 IPS |
|
Face Detection (F16)
|
100% |
7880
90.5 IPS |
|
Face Detection (I8)
|
75% |
947
10.9 IPS |
|
Text Classification (F32)
|
100% |
1044
413.1 IPS |
|
Text Classification (F16)
|
100% |
1045
413.3 IPS |
|
Machine Translation (F32)
|
100% |
1853
285.5 IPS |
|
Machine Translation (F16)
|
100% |
1833
282.5 IPS |