Upload Date | August 20 2024 09:50 AM |
Views | 1 |
System Information | |
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Operating System | iOS 18.0 |
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 | 7.37 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
968
103.7 IPS |
|
Image Classification (F16)
|
100% |
955
102.4 IPS |
|
Image Classification (I8)
|
81% |
378
40.5 IPS |
|
Image Segmentation (F32)
|
100% |
1376
8.50 IPS |
|
Image Segmentation (F16)
|
100% |
1384
8.55 IPS |
|
Image Segmentation (I8)
|
89% |
1500
9.27 IPS |
|
Pose Estimation (F32)
|
100% |
603
2.44 IPS |
|
Pose Estimation (F16)
|
100% |
592
2.40 IPS |
|
Pose Estimation (I8)
|
80% |
751
3.04 IPS |
|
Object Detection (F32)
|
100% |
1472
51.7 IPS |
|
Object Detection (F16)
|
100% |
1468
51.5 IPS |
|
Object Detection (I8)
|
52% |
613
21.5 IPS |
|
Face Detection (F32)
|
100% |
1672
19.2 IPS |
|
Face Detection (F16)
|
100% |
1645
18.9 IPS |
|
Face Detection (I8)
|
75% |
798
9.16 IPS |
|
Text Classification (F32)
|
100% |
730
288.8 IPS |
|
Text Classification (F16)
|
100% |
660
260.9 IPS |
|
Machine Translation (F32)
|
100% |
1840
283.5 IPS |
|
Machine Translation (F16)
|
100% |
1833
282.4 IPS |