Upload Date | May 16 2022 04:07 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.4.1 |
Model | iPad13,16 |
Model ID | iPad13,16 |
Motherboard | J407AP |
CPU Information | |
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Name | ARM |
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 | 7.45 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
4190
448.9 IPS |
|
Image Classification (F16)
|
100% |
6023
645.3 IPS |
|
Image Classification (I8)
|
81% |
675
72.4 IPS |
|
Image Segmentation (F32)
|
100% |
8121
50.2 IPS |
|
Image Segmentation (F16)
|
100% |
11816
73.0 IPS |
|
Image Segmentation (I8)
|
89% |
1233
7.61 IPS |
|
Pose Estimation (F32)
|
100% |
2855
11.6 IPS |
|
Pose Estimation (F16)
|
100% |
6826
27.6 IPS |
|
Pose Estimation (I8)
|
80% |
236
0.95 IPS |
|
Object Detection (F32)
|
100% |
3576
125.5 IPS |
|
Object Detection (F16)
|
100% |
4047
142.0 IPS |
|
Object Detection (I8)
|
52% |
967
34.0 IPS |
|
Face Detection (F32)
|
100% |
7044
80.9 IPS |
|
Face Detection (F16)
|
97% |
12438
142.9 IPS |
|
Face Detection (I8)
|
75% |
946
10.9 IPS |
|
Text Classification (F32)
|
100% |
3386
1.34 KIPS |
|
Text Classification (F16)
|
100% |
3781
1.50 KIPS |
|
Machine Translation (F32)
|
100% |
1851
285.3 IPS |
|
Machine Translation (F16)
|
100% |
1854
285.8 IPS |