Upload Date | November 15 2023 10:30 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.2 |
Model | iPad13,18 |
Model ID | iPad13,18 |
Motherboard | J271AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.99 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 | 3.73 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
646
69.2 IPS |
|
Image Classification (F16)
|
100% |
610
65.3 IPS |
|
Image Classification (I8)
|
81% |
414
44.3 IPS |
|
Image Segmentation (F32)
|
100% |
970
5.99 IPS |
|
Image Segmentation (F16)
|
100% |
943
5.82 IPS |
|
Image Segmentation (I8)
|
89% |
1398
8.64 IPS |
|
Pose Estimation (F32)
|
100% |
362
1.46 IPS |
|
Pose Estimation (F16)
|
100% |
352
1.43 IPS |
|
Pose Estimation (I8)
|
80% |
442
1.79 IPS |
|
Object Detection (F32)
|
100% |
911
32.0 IPS |
|
Object Detection (F16)
|
100% |
929
32.6 IPS |
|
Object Detection (I8)
|
52% |
711
25.0 IPS |
|
Face Detection (F32)
|
100% |
1084
12.5 IPS |
|
Face Detection (F16)
|
100% |
1042
12.0 IPS |
|
Face Detection (I8)
|
75% |
851
9.78 IPS |
|
Text Classification (F32)
|
100% |
1844
729.5 IPS |
|
Text Classification (F16)
|
100% |
1806
714.4 IPS |
|
Machine Translation (F32)
|
100% |
1640
252.7 IPS |
|
Machine Translation (F16)
|
100% |
1637
252.3 IPS |