Upload Date | November 03 2021 11:02 AM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 15.1 |
Model | iPhone X |
Model ID | iPhone10,6 |
Motherboard | D221AP |
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 | 2.76 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
608
65.1 IPS |
|
Image Classification (F16)
|
100% |
700
75.0 IPS |
|
Image Classification (I8)
|
81% |
359
38.5 IPS |
|
Image Segmentation (F32)
|
100% |
2010
12.4 IPS |
|
Image Segmentation (F16)
|
100% |
3491
21.6 IPS |
|
Image Segmentation (I8)
|
89% |
658
4.07 IPS |
|
Pose Estimation (F32)
|
100% |
650
2.63 IPS |
|
Pose Estimation (F16)
|
100% |
2170
8.78 IPS |
|
Pose Estimation (I8)
|
80% |
132
0.53 IPS |
|
Object Detection (F32)
|
100% |
1289
45.2 IPS |
|
Object Detection (F16)
|
99% |
1358
47.7 IPS |
|
Object Detection (I8)
|
52% |
512
18.0 IPS |
|
Face Detection (F32)
|
100% |
2117
24.3 IPS |
|
Face Detection (F16)
|
97% |
4221
48.5 IPS |
|
Face Detection (I8)
|
75% |
480
5.52 IPS |
|
Text Classification (F32)
|
100% |
486
192.1 IPS |
|
Text Classification (F16)
|
98% |
684
270.7 IPS |
|
Machine Translation (F32)
|
100% |
763
117.6 IPS |
|
Machine Translation (F16)
|
100% |
754
116.3 IPS |