Upload Date | November 06 2021 04:39 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0.2 |
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% |
125
13.4 IPS |
|
Image Classification (F16)
|
100% |
132
14.1 IPS |
|
Image Classification (I8)
|
81% |
260
27.8 IPS |
|
Image Segmentation (F32)
|
100% |
257
1.58 IPS |
|
Image Segmentation (F16)
|
100% |
258
1.59 IPS |
|
Image Segmentation (I8)
|
89% |
424
2.62 IPS |
|
Pose Estimation (F32)
|
100% |
80
0.32 IPS |
|
Pose Estimation (F16)
|
100% |
81
0.33 IPS |
|
Pose Estimation (I8)
|
80% |
108
0.44 IPS |
|
Object Detection (F32)
|
100% |
250
8.78 IPS |
|
Object Detection (F16)
|
100% |
252
8.84 IPS |
|
Object Detection (I8)
|
52% |
366
12.8 IPS |
|
Face Detection (F32)
|
100% |
328
3.76 IPS |
|
Face Detection (F16)
|
100% |
321
3.69 IPS |
|
Face Detection (I8)
|
75% |
346
3.97 IPS |
|
Text Classification (F32)
|
100% |
319
126.2 IPS |
|
Text Classification (F16)
|
100% |
312
123.3 IPS |
|
Machine Translation (F32)
|
100% |
272
42.0 IPS |
|
Machine Translation (F16)
|
100% |
276
42.5 IPS |