Upload Date | November 17 2024 01:11 AM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 15.6 |
Model | iPhone X |
Model ID | iPhone10,6 |
Motherboard | D221AP |
CPU Information | |
---|---|
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% |
103
11.0 IPS |
|
Image Classification (F16)
|
100% |
106
11.3 IPS |
|
Image Classification (I8)
|
81% |
83
8.90 IPS |
|
Image Segmentation (F32)
|
100% |
184
1.14 IPS |
|
Image Segmentation (F16)
|
100% |
195
1.20 IPS |
|
Image Segmentation (I8)
|
89% |
312
1.93 IPS |
|
Pose Estimation (F32)
|
100% |
62
0.25 IPS |
|
Pose Estimation (F16)
|
100% |
58
0.24 IPS |
|
Pose Estimation (I8)
|
80% |
74
0.30 IPS |
|
Object Detection (F32)
|
100% |
183
6.41 IPS |
|
Object Detection (F16)
|
100% |
180
6.31 IPS |
|
Object Detection (I8)
|
52% |
165
5.80 IPS |
|
Face Detection (F32)
|
100% |
225
2.59 IPS |
|
Face Detection (F16)
|
100% |
164
1.89 IPS |
|
Face Detection (I8)
|
75% |
156
1.79 IPS |
|
Text Classification (F32)
|
100% |
109
42.9 IPS |
|
Text Classification (F16)
|
100% |
110
43.7 IPS |
|
Machine Translation (F32)
|
100% |
124
19.0 IPS |
|
Machine Translation (F16)
|
100% |
129
19.9 IPS |