Upload Date | July 22 2021 09:49 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPhone XR |
Model ID | iPhone11,8 |
Motherboard | N841AP |
CPU Information | |
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Name | Apple A12 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.49 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 128 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 2.78 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
757
81.1 IPS |
|
Image Classification (F16)
|
100% |
1315
140.9 IPS |
|
Image Classification (I8)
|
81% |
400
42.8 IPS |
|
Image Segmentation (F32)
|
100% |
3079
19.0 IPS |
|
Image Segmentation (F16)
|
100% |
4824
29.8 IPS |
|
Image Segmentation (I8)
|
89% |
713
4.41 IPS |
|
Pose Estimation (F32)
|
100% |
1204
4.87 IPS |
|
Pose Estimation (F16)
|
100% |
3433
13.9 IPS |
|
Pose Estimation (I8)
|
80% |
133
0.54 IPS |
|
Object Detection (F32)
|
100% |
1093
38.4 IPS |
|
Object Detection (F16)
|
99% |
1242
43.6 IPS |
|
Object Detection (I8)
|
52% |
256
8.99 IPS |
|
Face Detection (F32)
|
100% |
3121
35.9 IPS |
|
Face Detection (F16)
|
97% |
5134
59.0 IPS |
|
Face Detection (I8)
|
75% |
274
3.14 IPS |
|
Text Classification (F32)
|
100% |
1295
512.2 IPS |
|
Text Classification (F16)
|
98% |
897
354.8 IPS |
|
Machine Translation (F32)
|
100% |
816
125.8 IPS |
|
Machine Translation (F16)
|
100% |
601
92.6 IPS |