Upload Date | October 21 2021 06:48 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.8 |
Model | iPhone 8 |
Model ID | iPhone10,4 |
Motherboard | D201AP |
CPU Information | |
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Name | Apple A11 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.39 GHz |
L1 Instruction Cache | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 1.93 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
680
72.9 IPS |
|
Image Classification (F16)
|
100% |
788
84.4 IPS |
|
Image Classification (I8)
|
81% |
201
21.6 IPS |
|
Image Segmentation (F32)
|
100% |
1953
12.1 IPS |
|
Image Segmentation (F16)
|
100% |
3486
21.5 IPS |
|
Image Segmentation (I8)
|
89% |
358
2.21 IPS |
|
Pose Estimation (F32)
|
100% |
592
2.40 IPS |
|
Pose Estimation (F16)
|
100% |
2181
8.82 IPS |
|
Pose Estimation (I8)
|
80% |
73
0.30 IPS |
|
Object Detection (F32)
|
100% |
1083
38.0 IPS |
|
Object Detection (F16)
|
99% |
1148
40.3 IPS |
|
Object Detection (I8)
|
52% |
289
10.1 IPS |
|
Face Detection (F32)
|
100% |
1857
21.3 IPS |
|
Face Detection (F16)
|
97% |
3705
42.6 IPS |
|
Face Detection (I8)
|
75% |
299
3.44 IPS |
|
Text Classification (F32)
|
100% |
484
191.5 IPS |
|
Text Classification (F16)
|
98% |
706
279.4 IPS |
|
Machine Translation (F32)
|
100% |
475
73.2 IPS |
|
Machine Translation (F16)
|
100% |
609
93.9 IPS |