Upload Date | October 03 2023 04:12 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 17.0.2 |
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 | 5.53 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
514
55.1 IPS |
|
Image Classification (F16)
|
100% |
519
55.6 IPS |
|
Image Classification (I8)
|
81% |
373
40.0 IPS |
|
Image Segmentation (F32)
|
100% |
721
4.45 IPS |
|
Image Segmentation (F16)
|
100% |
702
4.34 IPS |
|
Image Segmentation (I8)
|
89% |
1183
7.31 IPS |
|
Pose Estimation (F32)
|
100% |
301
1.22 IPS |
|
Pose Estimation (F16)
|
100% |
260
1.05 IPS |
|
Pose Estimation (I8)
|
80% |
333
1.35 IPS |
|
Object Detection (F32)
|
100% |
650
22.8 IPS |
|
Object Detection (F16)
|
100% |
763
26.8 IPS |
|
Object Detection (I8)
|
52% |
666
23.4 IPS |
|
Face Detection (F32)
|
100% |
897
10.3 IPS |
|
Face Detection (F16)
|
100% |
765
8.79 IPS |
|
Face Detection (I8)
|
75% |
779
8.96 IPS |
|
Text Classification (F32)
|
100% |
1466
579.8 IPS |
|
Text Classification (F16)
|
100% |
1738
687.3 IPS |
|
Machine Translation (F32)
|
100% |
997
153.6 IPS |
|
Machine Translation (F16)
|
100% |
992
152.8 IPS |