Upload Date | September 13 2024 06:14 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.8.3 |
Model | iPhone 7 |
Model ID | iPhone9,3 |
Motherboard | D101AP |
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% |
237
25.4 IPS |
|
Image Classification (F16)
|
100% |
244
26.2 IPS |
|
Image Classification (I8)
|
81% |
411
44.0 IPS |
|
Image Segmentation (F32)
|
100% |
321
1.99 IPS |
|
Image Segmentation (F16)
|
100% |
258
1.59 IPS |
|
Image Segmentation (I8)
|
89% |
451
2.78 IPS |
|
Pose Estimation (F32)
|
100% |
80
0.33 IPS |
|
Pose Estimation (F16)
|
100% |
81
0.33 IPS |
|
Pose Estimation (I8)
|
80% |
106
0.43 IPS |
|
Object Detection (F32)
|
100% |
245
8.59 IPS |
|
Object Detection (F16)
|
100% |
246
8.64 IPS |
|
Object Detection (I8)
|
52% |
361
12.7 IPS |
|
Face Detection (F32)
|
100% |
344
3.95 IPS |
|
Face Detection (F16)
|
100% |
456
5.24 IPS |
|
Face Detection (I8)
|
75% |
517
5.93 IPS |
|
Text Classification (F32)
|
100% |
394
155.8 IPS |
|
Text Classification (F16)
|
100% |
366
144.9 IPS |
|
Machine Translation (F32)
|
100% |
317
48.8 IPS |
|
Machine Translation (F16)
|
100% |
318
48.9 IPS |