Upload Date | December 08 2022 06:23 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.1.1 |
Model | iPad mini (6th generation) |
Model ID | iPad14,1 |
Motherboard | J310AP |
CPU Information | |
---|---|
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 | |
---|---|
Size | 3.78 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
762
81.7 IPS |
|
Image Classification (F16)
|
100% |
735
78.7 IPS |
|
Image Classification (I8)
|
81% |
467
50.0 IPS |
|
Image Segmentation (F32)
|
100% |
1087
6.71 IPS |
|
Image Segmentation (F16)
|
100% |
1061
6.55 IPS |
|
Image Segmentation (I8)
|
89% |
1430
8.83 IPS |
|
Pose Estimation (F32)
|
100% |
412
1.67 IPS |
|
Pose Estimation (F16)
|
100% |
403
1.63 IPS |
|
Pose Estimation (I8)
|
80% |
474
1.92 IPS |
|
Object Detection (F32)
|
100% |
1055
37.0 IPS |
|
Object Detection (F16)
|
100% |
1065
37.4 IPS |
|
Object Detection (I8)
|
52% |
774
27.2 IPS |
|
Face Detection (F32)
|
100% |
1284
14.8 IPS |
|
Face Detection (F16)
|
100% |
1252
14.4 IPS |
|
Face Detection (I8)
|
75% |
851
9.78 IPS |
|
Text Classification (F32)
|
100% |
1004
397.3 IPS |
|
Text Classification (F16)
|
100% |
1082
427.8 IPS |
|
Machine Translation (F32)
|
100% |
1845
284.3 IPS |
|
Machine Translation (F16)
|
100% |
1906
293.8 IPS |
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