Upload Date | February 22 2023 10:09 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.3.1 |
Model | iPhone 12 Pro Max |
Model ID | iPhone13,4 |
Motherboard | D54pAP |
CPU Information | |
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Name | Apple A14 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.99 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 5.54 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
618
66.2 IPS |
|
Image Classification (F16)
|
100% |
600
64.3 IPS |
|
Image Classification (I8)
|
81% |
413
44.3 IPS |
|
Image Segmentation (F32)
|
100% |
973
6.01 IPS |
|
Image Segmentation (F16)
|
100% |
953
5.89 IPS |
|
Image Segmentation (I8)
|
89% |
1384
8.55 IPS |
|
Pose Estimation (F32)
|
100% |
354
1.43 IPS |
|
Pose Estimation (F16)
|
100% |
353
1.43 IPS |
|
Pose Estimation (I8)
|
80% |
441
1.78 IPS |
|
Object Detection (F32)
|
100% |
871
30.6 IPS |
|
Object Detection (F16)
|
100% |
869
30.5 IPS |
|
Object Detection (I8)
|
52% |
726
25.5 IPS |
|
Face Detection (F32)
|
100% |
1059
12.2 IPS |
|
Face Detection (F16)
|
100% |
1029
11.8 IPS |
|
Face Detection (I8)
|
75% |
817
9.38 IPS |
|
Text Classification (F32)
|
100% |
1881
743.8 IPS |
|
Text Classification (F16)
|
100% |
1974
780.8 IPS |
|
Machine Translation (F32)
|
100% |
1697
261.5 IPS |
|
Machine Translation (F16)
|
100% |
1676
258.3 IPS |