Upload Date | March 11 2022 07:24 AM |
Views | 10 |
System Information | |
---|---|
Operating System | iOS 15.3.1 |
Model | iPhone 13 Pro Max |
Model ID | iPhone14,3 |
Motherboard | D64AP |
CPU Information | |
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Name | Apple A15 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.23 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 | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
807
86.5 IPS |
|
Image Classification (F16)
|
100% |
775
83.0 IPS |
|
Image Classification (I8)
|
81% |
443
47.5 IPS |
|
Image Segmentation (F32)
|
100% |
1155
7.13 IPS |
|
Image Segmentation (F16)
|
100% |
1131
6.99 IPS |
|
Image Segmentation (I8)
|
89% |
1446
8.93 IPS |
|
Pose Estimation (F32)
|
100% |
447
1.81 IPS |
|
Pose Estimation (F16)
|
100% |
439
1.78 IPS |
|
Pose Estimation (I8)
|
80% |
503
2.04 IPS |
|
Object Detection (F32)
|
100% |
1134
39.8 IPS |
|
Object Detection (F16)
|
100% |
1130
39.7 IPS |
|
Object Detection (I8)
|
52% |
727
25.5 IPS |
|
Face Detection (F32)
|
100% |
1359
15.6 IPS |
|
Face Detection (F16)
|
100% |
1339
15.4 IPS |
|
Face Detection (I8)
|
75% |
851
9.77 IPS |
|
Text Classification (F32)
|
100% |
1168
461.9 IPS |
|
Text Classification (F16)
|
100% |
1361
538.2 IPS |
|
Machine Translation (F32)
|
100% |
1953
300.9 IPS |
|
Machine Translation (F16)
|
100% |
1955
301.3 IPS |