Upload Date | January 15 2022 02:01 AM |
Views | 3 |
System Information | |
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Operating System | iOS 15.1 |
Model | iPad Pro (11-inch 3rd generation) |
Model ID | iPad13,4 |
Motherboard | J517AP |
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 | |
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Size | 7.33 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
944
101.1 IPS |
|
Image Classification (F16)
|
100% |
945
101.2 IPS |
|
Image Classification (I8)
|
81% |
389
41.6 IPS |
|
Image Segmentation (F32)
|
100% |
1342
8.29 IPS |
|
Image Segmentation (F16)
|
100% |
1331
8.22 IPS |
|
Image Segmentation (I8)
|
89% |
1475
9.11 IPS |
|
Pose Estimation (F32)
|
100% |
666
2.69 IPS |
|
Pose Estimation (F16)
|
100% |
642
2.60 IPS |
|
Pose Estimation (I8)
|
80% |
796
3.22 IPS |
|
Object Detection (F32)
|
100% |
1467
51.5 IPS |
|
Object Detection (F16)
|
100% |
1451
50.9 IPS |
|
Object Detection (I8)
|
52% |
593
20.8 IPS |
|
Face Detection (F32)
|
100% |
1622
18.6 IPS |
|
Face Detection (F16)
|
100% |
1621
18.6 IPS |
|
Face Detection (I8)
|
75% |
805
9.24 IPS |
|
Text Classification (F32)
|
100% |
624
246.6 IPS |
|
Text Classification (F16)
|
100% |
616
243.8 IPS |
|
Machine Translation (F32)
|
100% |
1877
289.2 IPS |
|
Machine Translation (F16)
|
100% |
1874
288.8 IPS |