Upload Date | November 25 2021 05:39 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.1 |
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
569
61.0 IPS |
|
Image Classification (F16)
|
100% |
592
63.4 IPS |
|
Image Classification (I8)
|
81% |
319
34.2 IPS |
|
Image Segmentation (F32)
|
100% |
1552
9.59 IPS |
|
Image Segmentation (F16)
|
100% |
2546
15.7 IPS |
|
Image Segmentation (I8)
|
89% |
589
3.64 IPS |
|
Pose Estimation (F32)
|
100% |
644
2.61 IPS |
|
Pose Estimation (F16)
|
100% |
1214
4.91 IPS |
|
Pose Estimation (I8)
|
80% |
124
0.50 IPS |
|
Object Detection (F32)
|
100% |
945
33.2 IPS |
|
Object Detection (F16)
|
100% |
1187
41.6 IPS |
|
Object Detection (I8)
|
52% |
438
15.4 IPS |
|
Face Detection (F32)
|
100% |
1490
17.1 IPS |
|
Face Detection (F16)
|
97% |
2700
31.0 IPS |
|
Face Detection (I8)
|
75% |
417
4.79 IPS |
|
Text Classification (F32)
|
100% |
405
160.1 IPS |
|
Text Classification (F16)
|
98% |
578
228.6 IPS |
|
Machine Translation (F32)
|
100% |
675
104.0 IPS |
|
Machine Translation (F16)
|
100% |
677
104.3 IPS |