Upload Date | December 23 2024 02:57 PM |
Views | 4 |
System Information | |
---|---|
Operating System | iOS 15.6 |
Model | iPhone X |
Model ID | iPhone10,6 |
Motherboard | D221AP |
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 | 2.76 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
113
12.1 IPS |
|
Image Classification (F16)
|
100% |
118
12.7 IPS |
|
Image Classification (I8)
|
81% |
99
10.7 IPS |
|
Image Segmentation (F32)
|
100% |
199
1.23 IPS |
|
Image Segmentation (F16)
|
100% |
173
1.07 IPS |
|
Image Segmentation (I8)
|
89% |
235
1.45 IPS |
|
Pose Estimation (F32)
|
100% |
42
0.17 IPS |
|
Pose Estimation (F16)
|
100% |
42
0.17 IPS |
|
Pose Estimation (I8)
|
80% |
52
0.21 IPS |
|
Object Detection (F32)
|
100% |
127
4.47 IPS |
|
Object Detection (F16)
|
100% |
130
4.56 IPS |
|
Object Detection (I8)
|
52% |
128
4.48 IPS |
|
Face Detection (F32)
|
100% |
156
1.79 IPS |
|
Face Detection (F16)
|
100% |
155
1.78 IPS |
|
Face Detection (I8)
|
75% |
156
1.79 IPS |
|
Text Classification (F32)
|
100% |
107
42.3 IPS |
|
Text Classification (F16)
|
100% |
107
42.3 IPS |
|
Machine Translation (F32)
|
100% |
121
18.7 IPS |
|
Machine Translation (F16)
|
100% |
120
18.5 IPS |