Upload Date | February 10 2025 01:01 AM |
Views | 4 |
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% |
88
9.47 IPS |
|
Image Classification (F16)
|
100% |
79
8.43 IPS |
|
Image Classification (I8)
|
81% |
67
7.18 IPS |
|
Image Segmentation (F32)
|
100% |
123
0.76 IPS |
|
Image Segmentation (F16)
|
100% |
122
0.75 IPS |
|
Image Segmentation (I8)
|
89% |
207
1.28 IPS |
|
Pose Estimation (F32)
|
100% |
42
0.17 IPS |
|
Pose Estimation (F16)
|
100% |
42
0.17 IPS |
|
Pose Estimation (I8)
|
80% |
50
0.20 IPS |
|
Object Detection (F32)
|
100% |
128
4.49 IPS |
|
Object Detection (F16)
|
100% |
131
4.59 IPS |
|
Object Detection (I8)
|
52% |
121
4.24 IPS |
|
Face Detection (F32)
|
100% |
156
1.79 IPS |
|
Face Detection (F16)
|
100% |
163
1.87 IPS |
|
Face Detection (I8)
|
75% |
158
1.82 IPS |
|
Text Classification (F32)
|
100% |
113
44.7 IPS |
|
Text Classification (F16)
|
100% |
111
44.1 IPS |
|
Machine Translation (F32)
|
100% |
128
19.7 IPS |
|
Machine Translation (F16)
|
100% |
132
20.4 IPS |