Upload Date | June 12 2021 06:48 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPhone 7 Plus |
Model ID | iPhone9,2 |
Motherboard | D11AP |
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 | 2.93 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
133
14.2 IPS |
|
Image Classification (F16)
|
100% |
132
14.2 IPS |
|
Image Classification (I8)
|
81% |
260
27.8 IPS |
|
Image Segmentation (F32)
|
100% |
257
1.59 IPS |
|
Image Segmentation (F16)
|
100% |
258
1.59 IPS |
|
Image Segmentation (I8)
|
89% |
468
2.89 IPS |
|
Pose Estimation (F32)
|
100% |
81
0.33 IPS |
|
Pose Estimation (F16)
|
100% |
82
0.33 IPS |
|
Pose Estimation (I8)
|
80% |
107
0.43 IPS |
|
Object Detection (F32)
|
100% |
250
8.77 IPS |
|
Object Detection (F16)
|
100% |
254
8.91 IPS |
|
Object Detection (I8)
|
52% |
366
12.8 IPS |
|
Face Detection (F32)
|
100% |
324
3.72 IPS |
|
Face Detection (F16)
|
100% |
327
3.75 IPS |
|
Face Detection (I8)
|
75% |
344
3.96 IPS |
|
Text Classification (F32)
|
100% |
315
124.4 IPS |
|
Text Classification (F16)
|
100% |
314
124.4 IPS |
|
Machine Translation (F32)
|
100% |
321
49.5 IPS |
|
Machine Translation (F16)
|
100% |
320
49.3 IPS |