User | Gothic_Day |
Upload Date | June 24 2021 12:39 AM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 15.0 |
Model | iPhone XS Max |
Model ID | iPhone11,6 |
Motherboard | D331pAP |
CPU Information | |
---|---|
Name | Apple A12 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.49 GHz |
L1 Instruction Cache | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 2.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.67 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1113
119.3 IPS |
|
Image Classification (F16)
|
100% |
1146
122.8 IPS |
|
Image Classification (I8)
|
81% |
400
42.9 IPS |
|
Image Segmentation (F32)
|
100% |
2691
16.6 IPS |
|
Image Segmentation (F16)
|
100% |
3702
22.9 IPS |
|
Image Segmentation (I8)
|
89% |
743
4.59 IPS |
|
Pose Estimation (F32)
|
100% |
1205
4.88 IPS |
|
Pose Estimation (F16)
|
100% |
3300
13.4 IPS |
|
Pose Estimation (I8)
|
80% |
114
0.46 IPS |
|
Object Detection (F32)
|
100% |
1330
46.7 IPS |
|
Object Detection (F16)
|
99% |
1493
52.4 IPS |
|
Object Detection (I8)
|
52% |
555
19.5 IPS |
|
Face Detection (F32)
|
100% |
3189
36.6 IPS |
|
Face Detection (F16)
|
97% |
5025
57.7 IPS |
|
Face Detection (I8)
|
75% |
506
5.82 IPS |
|
Text Classification (F32)
|
100% |
674
266.5 IPS |
|
Text Classification (F16)
|
98% |
815
322.5 IPS |
|
Machine Translation (F32)
|
100% |
991
152.8 IPS |
|
Machine Translation (F16)
|
100% |
990
152.5 IPS |