User | poyrazkilic |
Upload Date | June 10 2023 07:40 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 16.5 |
Model | iPad mini (6th generation) |
Model ID | iPad14,2 |
Motherboard | J311AP |
CPU Information | |
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Name | Apple A15 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.92 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 | |
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Size | 3.78 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2626
281.3 IPS |
|
Image Classification (F16)
|
100% |
2524
270.4 IPS |
|
Image Classification (I8)
|
81% |
633
67.8 IPS |
|
Image Segmentation (F32)
|
100% |
5508
34.0 IPS |
|
Image Segmentation (F16)
|
100% |
6391
39.5 IPS |
|
Image Segmentation (I8)
|
89% |
1151
7.11 IPS |
|
Pose Estimation (F32)
|
100% |
1881
7.61 IPS |
|
Pose Estimation (F16)
|
100% |
4733
19.2 IPS |
|
Pose Estimation (I8)
|
80% |
219
0.89 IPS |
|
Object Detection (F32)
|
100% |
1848
64.9 IPS |
|
Object Detection (F16)
|
100% |
2555
89.7 IPS |
|
Object Detection (I8)
|
52% |
907
31.8 IPS |
|
Face Detection (F32)
|
100% |
5122
58.8 IPS |
|
Face Detection (F16)
|
97% |
8718
100.2 IPS |
|
Face Detection (I8)
|
75% |
883
10.1 IPS |
|
Text Classification (F32)
|
100% |
1054
416.9 IPS |
|
Text Classification (F16)
|
100% |
1616
639.2 IPS |
|
Machine Translation (F32)
|
100% |
1914
295.0 IPS |
|
Machine Translation (F16)
|
100% |
1905
293.5 IPS |