Upload Date | October 06 2022 07:54 PM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 16.0.2 |
Model | iPhone15,2 |
Model ID | iPhone15,2 |
Motherboard | D73AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.45 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 | 5.51 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
830
88.9 IPS |
|
Image Classification (F16)
|
100% |
799
85.6 IPS |
|
Image Classification (I8)
|
81% |
465
49.8 IPS |
|
Image Segmentation (F32)
|
100% |
1255
7.75 IPS |
|
Image Segmentation (F16)
|
100% |
1223
7.55 IPS |
|
Image Segmentation (I8)
|
89% |
1493
9.22 IPS |
|
Pose Estimation (F32)
|
100% |
464
1.88 IPS |
|
Pose Estimation (F16)
|
100% |
457
1.85 IPS |
|
Pose Estimation (I8)
|
80% |
522
2.11 IPS |
|
Object Detection (F32)
|
100% |
1173
41.2 IPS |
|
Object Detection (F16)
|
100% |
1155
40.6 IPS |
|
Object Detection (I8)
|
52% |
777
27.3 IPS |
|
Face Detection (F32)
|
100% |
1490
17.1 IPS |
|
Face Detection (F16)
|
100% |
1478
17.0 IPS |
|
Face Detection (I8)
|
75% |
863
9.91 IPS |
|
Text Classification (F32)
|
100% |
1005
397.3 IPS |
|
Text Classification (F16)
|
100% |
1071
423.7 IPS |
|
Machine Translation (F32)
|
100% |
2234
344.4 IPS |
|
Machine Translation (F16)
|
100% |
2238
344.8 IPS |