Upload Date | July 22 2021 09:22 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.7 |
Model | iPad mini 4 |
Model ID | iPad5,1 |
Motherboard | J96AP |
CPU Information | |
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Name | Apple A8 |
Topology | 1 Processor, 2 Cores |
Identifier | ARM |
Base Frequency | 1.50 GHz |
L1 Instruction Cache | 64.0 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 1.00 MB x 1 |
Memory Information | |
---|---|
Size | 1.94 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
127
13.7 IPS |
|
Image Classification (F16)
|
100% |
116
12.4 IPS |
|
Image Classification (I8)
|
81% |
222
23.8 IPS |
|
Image Segmentation (F32)
|
100% |
203
1.25 IPS |
|
Image Segmentation (F16)
|
100% |
196
1.21 IPS |
|
Image Segmentation (I8)
|
89% |
340
2.10 IPS |
|
Pose Estimation (F32)
|
100% |
53
0.21 IPS |
|
Pose Estimation (F16)
|
100% |
48
0.19 IPS |
|
Pose Estimation (I8)
|
80% |
59
0.24 IPS |
|
Object Detection (F32)
|
100% |
145
5.09 IPS |
|
Object Detection (F16)
|
100% |
147
5.16 IPS |
|
Object Detection (I8)
|
52% |
235
8.26 IPS |
|
Face Detection (F32)
|
100% |
189
2.17 IPS |
|
Face Detection (F16)
|
100% |
184
2.11 IPS |
|
Face Detection (I8)
|
75% |
218
2.50 IPS |
|
Text Classification (F32)
|
100% |
178
70.3 IPS |
|
Text Classification (F16)
|
100% |
180
71.1 IPS |
|
Machine Translation (F32)
|
100% |
146
22.6 IPS |
|
Machine Translation (F16)
|
100% |
146
22.5 IPS |