Upload Date | October 26 2024 07:17 AM |
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% |
252
27.0 IPS |
|
Image Classification (F16)
|
100% |
256
27.5 IPS |
|
Image Classification (I8)
|
81% |
409
43.8 IPS |
|
Image Segmentation (F32)
|
100% |
350
2.16 IPS |
|
Image Segmentation (F16)
|
100% |
298
1.84 IPS |
|
Image Segmentation (I8)
|
89% |
497
3.07 IPS |
|
Pose Estimation (F32)
|
100% |
101
0.41 IPS |
|
Pose Estimation (F16)
|
100% |
98
0.40 IPS |
|
Pose Estimation (I8)
|
80% |
116
0.47 IPS |
|
Object Detection (F32)
|
100% |
245
8.61 IPS |
|
Object Detection (F16)
|
100% |
243
8.53 IPS |
|
Object Detection (I8)
|
52% |
354
12.4 IPS |
|
Face Detection (F32)
|
100% |
313
3.59 IPS |
|
Face Detection (F16)
|
100% |
316
3.63 IPS |
|
Face Detection (I8)
|
75% |
330
3.80 IPS |
|
Text Classification (F32)
|
100% |
315
124.8 IPS |
|
Text Classification (F16)
|
100% |
316
124.8 IPS |
|
Machine Translation (F32)
|
100% |
325
50.2 IPS |
|
Machine Translation (F16)
|
100% |
324
49.9 IPS |