Upload Date | November 03 2021 11:19 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.0.2 |
Model | iPhone 6s Plus |
Model ID | iPhone8,2 |
Motherboard | N66mAP |
CPU Information | |
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Name | Apple A9 |
Topology | 1 Processor, 2 Cores |
Identifier | ARM |
Base Frequency | 1.85 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 | 1.94 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
209
22.4 IPS |
|
Image Classification (F16)
|
100% |
208
22.2 IPS |
|
Image Classification (I8)
|
81% |
339
36.3 IPS |
|
Image Segmentation (F32)
|
100% |
394
2.43 IPS |
|
Image Segmentation (F16)
|
100% |
397
2.45 IPS |
|
Image Segmentation (I8)
|
89% |
649
4.01 IPS |
|
Pose Estimation (F32)
|
100% |
119
0.48 IPS |
|
Pose Estimation (F16)
|
100% |
109
0.44 IPS |
|
Pose Estimation (I8)
|
80% |
112
0.45 IPS |
|
Object Detection (F32)
|
100% |
330
11.6 IPS |
|
Object Detection (F16)
|
100% |
354
12.4 IPS |
|
Object Detection (I8)
|
52% |
454
15.9 IPS |
|
Face Detection (F32)
|
100% |
412
4.73 IPS |
|
Face Detection (F16)
|
100% |
381
4.38 IPS |
|
Face Detection (I8)
|
75% |
417
4.79 IPS |
|
Text Classification (F32)
|
100% |
416
164.5 IPS |
|
Text Classification (F16)
|
100% |
447
176.7 IPS |
|
Machine Translation (F32)
|
100% |
398
61.4 IPS |
|
Machine Translation (F16)
|
100% |
407
62.7 IPS |