Upload Date | November 14 2024 12:13 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.8 |
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% |
1201
128.7 IPS |
|
Image Classification (F16)
|
100% |
1183
126.8 IPS |
|
Image Classification (I8)
|
81% |
401
43.0 IPS |
|
Image Segmentation (F32)
|
100% |
3100
19.1 IPS |
|
Image Segmentation (F16)
|
100% |
4789
29.6 IPS |
|
Image Segmentation (I8)
|
89% |
747
4.61 IPS |
|
Pose Estimation (F32)
|
100% |
1198
4.85 IPS |
|
Pose Estimation (F16)
|
100% |
3451
14.0 IPS |
|
Pose Estimation (I8)
|
80% |
141
0.57 IPS |
|
Object Detection (F32)
|
100% |
1430
50.2 IPS |
|
Object Detection (F16)
|
99% |
1551
54.4 IPS |
|
Object Detection (I8)
|
52% |
566
19.9 IPS |
|
Face Detection (F32)
|
100% |
3226
37.1 IPS |
|
Face Detection (F16)
|
97% |
5443
62.5 IPS |
|
Face Detection (I8)
|
75% |
551
6.33 IPS |
|
Text Classification (F32)
|
100% |
703
278.1 IPS |
|
Text Classification (F16)
|
98% |
859
339.9 IPS |
|
Machine Translation (F32)
|
100% |
993
153.0 IPS |
|
Machine Translation (F16)
|
100% |
993
153.0 IPS |