Upload Date | June 15 2021 02:30 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPhone XS Max |
Model ID | iPhone11,6 |
Motherboard | D331pAP |
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 | 3.68 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1180
126.4 IPS |
|
Image Classification (F16)
|
100% |
1177
126.1 IPS |
|
Image Classification (I8)
|
81% |
401
43.0 IPS |
|
Image Segmentation (F32)
|
100% |
3088
19.1 IPS |
|
Image Segmentation (F16)
|
100% |
4836
29.9 IPS |
|
Image Segmentation (I8)
|
89% |
745
4.60 IPS |
|
Pose Estimation (F32)
|
100% |
1208
4.89 IPS |
|
Pose Estimation (F16)
|
100% |
3441
13.9 IPS |
|
Pose Estimation (I8)
|
80% |
141
0.57 IPS |
|
Object Detection (F32)
|
100% |
1389
48.8 IPS |
|
Object Detection (F16)
|
99% |
1547
54.3 IPS |
|
Object Detection (I8)
|
52% |
566
19.9 IPS |
|
Face Detection (F32)
|
100% |
3224
37.0 IPS |
|
Face Detection (F16)
|
97% |
5059
58.1 IPS |
|
Face Detection (I8)
|
75% |
545
6.26 IPS |
|
Text Classification (F32)
|
100% |
702
277.5 IPS |
|
Text Classification (F16)
|
98% |
867
342.8 IPS |
|
Machine Translation (F32)
|
100% |
595
91.7 IPS |
|
Machine Translation (F16)
|
100% |
738
113.8 IPS |