Upload Date | October 30 2024 03:36 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.8.3 |
Model | iPhone 7 |
Model ID | iPhone9,1 |
Motherboard | D10AP |
CPU Information | |
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Name | Apple A10 Fusion |
Topology | 1 Processor, 2 Cores |
Identifier | ARM |
Base Frequency | 2.34 GHz |
L1 Instruction Cache | 64.0 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 3.00 MB x 1 |
Memory Information | |
---|---|
Size | 1.95 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
125
13.4 IPS |
|
Image Classification (F16)
|
100% |
127
13.6 IPS |
|
Image Classification (I8)
|
81% |
246
26.3 IPS |
|
Image Segmentation (F32)
|
100% |
254
1.57 IPS |
|
Image Segmentation (F16)
|
100% |
254
1.57 IPS |
|
Image Segmentation (I8)
|
89% |
458
2.83 IPS |
|
Pose Estimation (F32)
|
100% |
77
0.31 IPS |
|
Pose Estimation (F16)
|
100% |
78
0.32 IPS |
|
Pose Estimation (I8)
|
80% |
99
0.40 IPS |
|
Object Detection (F32)
|
100% |
239
8.38 IPS |
|
Object Detection (F16)
|
100% |
233
8.17 IPS |
|
Object Detection (I8)
|
52% |
368
12.9 IPS |
|
Face Detection (F32)
|
100% |
286
3.28 IPS |
|
Face Detection (F16)
|
100% |
271
3.11 IPS |
|
Face Detection (I8)
|
75% |
281
3.23 IPS |
|
Text Classification (F32)
|
100% |
262
103.7 IPS |
|
Text Classification (F16)
|
100% |
261
103.4 IPS |
|
Machine Translation (F32)
|
100% |
270
41.6 IPS |
|
Machine Translation (F16)
|
100% |
271
41.8 IPS |