User | TSMusik |
Upload Date | November 03 2021 11:04 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.1 |
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 | 5.57 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
649
69.5 IPS |
|
Image Classification (F16)
|
100% |
612
65.5 IPS |
|
Image Classification (I8)
|
81% |
413
44.3 IPS |
|
Image Segmentation (F32)
|
100% |
1016
6.27 IPS |
|
Image Segmentation (F16)
|
100% |
984
6.08 IPS |
|
Image Segmentation (I8)
|
89% |
1409
8.70 IPS |
|
Pose Estimation (F32)
|
100% |
378
1.53 IPS |
|
Pose Estimation (F16)
|
100% |
372
1.51 IPS |
|
Pose Estimation (I8)
|
80% |
452
1.83 IPS |
|
Object Detection (F32)
|
100% |
930
32.6 IPS |
|
Object Detection (F16)
|
100% |
957
33.6 IPS |
|
Object Detection (I8)
|
52% |
722
25.3 IPS |
|
Face Detection (F32)
|
100% |
1102
12.7 IPS |
|
Face Detection (F16)
|
100% |
1093
12.6 IPS |
|
Face Detection (I8)
|
75% |
820
9.42 IPS |
|
Text Classification (F32)
|
100% |
2320
917.4 IPS |
|
Text Classification (F16)
|
100% |
2274
899.4 IPS |
|
Machine Translation (F32)
|
100% |
1670
257.4 IPS |
|
Machine Translation (F16)
|
100% |
1672
257.7 IPS |