User | tntoak |
Upload Date | November 24 2022 06:52 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 16.2 |
Model | iPad14,3 |
Model ID | iPad14,3 |
Motherboard | J617AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 3.47 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% |
1087
116.5 IPS |
|
Image Classification (F16)
|
100% |
1065
114.1 IPS |
|
Image Classification (I8)
|
81% |
729
78.1 IPS |
|
Image Segmentation (F32)
|
100% |
1480
9.14 IPS |
|
Image Segmentation (F16)
|
100% |
1487
9.19 IPS |
|
Image Segmentation (I8)
|
89% |
1784
11.0 IPS |
|
Pose Estimation (F32)
|
100% |
749
3.03 IPS |
|
Pose Estimation (F16)
|
100% |
752
3.04 IPS |
|
Pose Estimation (I8)
|
80% |
889
3.60 IPS |
|
Object Detection (F32)
|
100% |
1674
58.8 IPS |
|
Object Detection (F16)
|
100% |
1675
58.8 IPS |
|
Object Detection (I8)
|
52% |
1057
37.1 IPS |
|
Face Detection (F32)
|
100% |
1959
22.5 IPS |
|
Face Detection (F16)
|
100% |
1965
22.6 IPS |
|
Face Detection (I8)
|
75% |
1222
14.0 IPS |
|
Text Classification (F32)
|
100% |
856
338.6 IPS |
|
Text Classification (F16)
|
100% |
853
337.6 IPS |
|
Machine Translation (F32)
|
100% |
1915
295.2 IPS |
|
Machine Translation (F16)
|
100% |
1924
296.6 IPS |