Upload Date | November 13 2024 05:23 PM |
Views | 1 |
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% |
239
25.6 IPS |
|
Image Classification (F16)
|
100% |
250
26.8 IPS |
|
Image Classification (I8)
|
81% |
439
47.1 IPS |
|
Image Segmentation (F32)
|
100% |
382
2.36 IPS |
|
Image Segmentation (F16)
|
100% |
311
1.92 IPS |
|
Image Segmentation (I8)
|
89% |
580
3.59 IPS |
|
Pose Estimation (F32)
|
100% |
99
0.40 IPS |
|
Pose Estimation (F16)
|
100% |
105
0.43 IPS |
|
Pose Estimation (I8)
|
80% |
136
0.55 IPS |
|
Object Detection (F32)
|
100% |
242
8.49 IPS |
|
Object Detection (F16)
|
100% |
240
8.41 IPS |
|
Object Detection (I8)
|
52% |
372
13.0 IPS |
|
Face Detection (F32)
|
100% |
327
3.76 IPS |
|
Face Detection (F16)
|
100% |
346
3.98 IPS |
|
Face Detection (I8)
|
75% |
354
4.07 IPS |
|
Text Classification (F32)
|
100% |
319
126.1 IPS |
|
Text Classification (F16)
|
100% |
319
126.3 IPS |
|
Machine Translation (F32)
|
100% |
329
50.8 IPS |
|
Machine Translation (F16)
|
100% |
320
49.4 IPS |