Upload Date | September 26 2022 10:04 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.0.2 |
Model | iPhone 8 |
Model ID | iPhone10,1 |
Motherboard | D20AP |
CPU Information | |
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Name | Apple A11 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.39 GHz |
L1 Instruction Cache | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 1.93 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
752
80.6 IPS |
|
Image Classification (F16)
|
100% |
856
91.7 IPS |
|
Image Classification (I8)
|
81% |
351
37.6 IPS |
|
Image Segmentation (F32)
|
100% |
1999
12.3 IPS |
|
Image Segmentation (F16)
|
100% |
3520
21.7 IPS |
|
Image Segmentation (I8)
|
89% |
613
3.79 IPS |
|
Pose Estimation (F32)
|
100% |
642
2.60 IPS |
|
Pose Estimation (F16)
|
100% |
2165
8.76 IPS |
|
Pose Estimation (I8)
|
80% |
101
0.41 IPS |
|
Object Detection (F32)
|
100% |
1166
40.9 IPS |
|
Object Detection (F16)
|
99% |
1159
40.7 IPS |
|
Object Detection (I8)
|
52% |
397
13.9 IPS |
|
Face Detection (F32)
|
100% |
1914
22.0 IPS |
|
Face Detection (F16)
|
97% |
4082
46.9 IPS |
|
Face Detection (I8)
|
75% |
379
4.36 IPS |
|
Text Classification (F32)
|
100% |
453
179.1 IPS |
|
Text Classification (F16)
|
98% |
674
266.7 IPS |
|
Machine Translation (F32)
|
100% |
591
91.0 IPS |
|
Machine Translation (F16)
|
100% |
588
90.6 IPS |