Upload Date | November 05 2022 03:33 AM |
Views | 1 |
System Information | |
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Operating System | iOS 16.0 |
Model | iPad14,5 |
Model ID | iPad14,5 |
Motherboard | J620AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 3.46 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 | 7.33 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
4706
504.3 IPS |
|
Image Classification (F16)
|
100% |
6725
720.6 IPS |
|
Image Classification (I8)
|
81% |
733
78.5 IPS |
|
Image Segmentation (F32)
|
100% |
11303
69.8 IPS |
|
Image Segmentation (F16)
|
100% |
16059
99.2 IPS |
|
Image Segmentation (I8)
|
89% |
1344
8.30 IPS |
|
Pose Estimation (F32)
|
100% |
3823
15.5 IPS |
|
Pose Estimation (F16)
|
100% |
9320
37.7 IPS |
|
Pose Estimation (I8)
|
80% |
255
1.03 IPS |
|
Object Detection (F32)
|
100% |
3928
137.9 IPS |
|
Object Detection (F16)
|
100% |
5232
183.6 IPS |
|
Object Detection (I8)
|
52% |
1047
36.7 IPS |
|
Face Detection (F32)
|
100% |
9460
108.7 IPS |
|
Face Detection (F16)
|
97% |
15896
182.6 IPS |
|
Face Detection (I8)
|
75% |
1027
11.8 IPS |
|
Text Classification (F32)
|
100% |
3600
1.42 KIPS |
|
Text Classification (F16)
|
100% |
4048
1.60 KIPS |
|
Machine Translation (F32)
|
100% |
1916
295.3 IPS |
|
Machine Translation (F16)
|
100% |
1913
294.8 IPS |