Upload Date | March 08 2025 05:22 AM |
Views | 6 |
System Information | |
---|---|
Operating System | iOS 16.7 |
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 | |
---|---|
Size | 7.35 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
933
100.0 IPS |
|
Image Classification (F16)
|
100% |
931
99.8 IPS |
|
Image Classification (I8)
|
81% |
402
43.1 IPS |
|
Image Segmentation (F32)
|
100% |
1336
8.25 IPS |
|
Image Segmentation (F16)
|
100% |
1336
8.25 IPS |
|
Image Segmentation (I8)
|
89% |
1464
9.04 IPS |
|
Pose Estimation (F32)
|
100% |
672
2.72 IPS |
|
Pose Estimation (F16)
|
100% |
672
2.72 IPS |
|
Pose Estimation (I8)
|
80% |
795
3.22 IPS |
|
Object Detection (F32)
|
100% |
1434
50.3 IPS |
|
Object Detection (F16)
|
100% |
1440
50.5 IPS |
|
Object Detection (I8)
|
52% |
673
23.6 IPS |
|
Face Detection (F32)
|
100% |
1628
18.7 IPS |
|
Face Detection (F16)
|
100% |
1620
18.6 IPS |
|
Face Detection (I8)
|
75% |
814
9.36 IPS |
|
Text Classification (F32)
|
100% |
607
240.0 IPS |
|
Text Classification (F16)
|
100% |
711
281.2 IPS |
|
Machine Translation (F32)
|
100% |
1851
285.2 IPS |
|
Machine Translation (F16)
|
100% |
1863
287.1 IPS |