Upload Date | June 13 2021 02:21 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.4 |
Model | iPhone 11 |
Model ID | iPhone12,1 |
Motherboard | N104AP |
CPU Information | |
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Name | Apple A13 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.66 GHz |
L1 Instruction Cache | 96.0 KB x 1 |
L1 Data Cache | 48.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.77 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
553
59.3 IPS |
|
Image Classification (F16)
|
100% |
546
58.5 IPS |
|
Image Classification (I8)
|
81% |
333
35.7 IPS |
|
Image Segmentation (F32)
|
100% |
871
5.38 IPS |
|
Image Segmentation (F16)
|
100% |
856
5.29 IPS |
|
Image Segmentation (I8)
|
89% |
1123
6.94 IPS |
|
Pose Estimation (F32)
|
100% |
278
1.13 IPS |
|
Pose Estimation (F16)
|
100% |
274
1.11 IPS |
|
Pose Estimation (I8)
|
80% |
147
0.60 IPS |
|
Object Detection (F32)
|
100% |
643
22.6 IPS |
|
Object Detection (F16)
|
100% |
768
26.9 IPS |
|
Object Detection (I8)
|
52% |
616
21.6 IPS |
|
Face Detection (F32)
|
100% |
849
9.76 IPS |
|
Face Detection (F16)
|
100% |
859
9.87 IPS |
|
Face Detection (I8)
|
75% |
708
8.14 IPS |
|
Text Classification (F32)
|
100% |
1967
777.8 IPS |
|
Text Classification (F16)
|
100% |
1963
776.5 IPS |
|
Machine Translation (F32)
|
100% |
1208
186.1 IPS |
|
Machine Translation (F16)
|
100% |
1209
186.3 IPS |