Upload Date | August 13 2023 09:19 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.5.1 |
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 | 7.34 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
206
22.1 IPS |
|
Image Classification (F16)
|
100% |
234
25.0 IPS |
|
Image Classification (I8)
|
81% |
373
39.9 IPS |
|
Image Segmentation (F32)
|
100% |
349
2.16 IPS |
|
Image Segmentation (F16)
|
100% |
259
1.60 IPS |
|
Image Segmentation (I8)
|
89% |
432
2.67 IPS |
|
Pose Estimation (F32)
|
100% |
85
0.34 IPS |
|
Pose Estimation (F16)
|
100% |
72
0.29 IPS |
|
Pose Estimation (I8)
|
80% |
154
0.62 IPS |
|
Object Detection (F32)
|
100% |
736
25.8 IPS |
|
Object Detection (F16)
|
100% |
1373
48.2 IPS |
|
Object Detection (I8)
|
52% |
473
16.6 IPS |
|
Face Detection (F32)
|
100% |
1177
13.5 IPS |
|
Face Detection (F16)
|
100% |
1599
18.4 IPS |
|
Face Detection (I8)
|
75% |
811
9.32 IPS |
|
Text Classification (F32)
|
100% |
726
287.3 IPS |
|
Text Classification (F16)
|
100% |
725
286.8 IPS |
|
Machine Translation (F32)
|
100% |
1834
282.7 IPS |
|
Machine Translation (F16)
|
100% |
1831
282.1 IPS |