Upload Date | May 14 2022 08:56 PM |
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 | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
931
99.7 IPS |
|
Image Classification (F16)
|
100% |
934
100.0 IPS |
|
Image Classification (I8)
|
81% |
396
42.4 IPS |
|
Image Segmentation (F32)
|
100% |
1334
8.24 IPS |
|
Image Segmentation (F16)
|
100% |
1335
8.25 IPS |
|
Image Segmentation (I8)
|
89% |
1524
9.41 IPS |
|
Pose Estimation (F32)
|
100% |
669
2.71 IPS |
|
Pose Estimation (F16)
|
100% |
666
2.69 IPS |
|
Pose Estimation (I8)
|
80% |
793
3.21 IPS |
|
Object Detection (F32)
|
100% |
1439
50.5 IPS |
|
Object Detection (F16)
|
100% |
1469
51.5 IPS |
|
Object Detection (I8)
|
52% |
590
20.7 IPS |
|
Face Detection (F32)
|
100% |
1659
19.1 IPS |
|
Face Detection (F16)
|
100% |
1662
19.1 IPS |
|
Face Detection (I8)
|
75% |
855
9.82 IPS |
|
Text Classification (F32)
|
100% |
645
255.1 IPS |
|
Text Classification (F16)
|
100% |
658
260.3 IPS |
|
Machine Translation (F32)
|
100% |
1842
283.9 IPS |
|
Machine Translation (F16)
|
100% |
1833
282.4 IPS |