Upload Date | September 28 2023 09:12 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.7 |
Model | iPhone 13 Pro Max |
Model ID | iPhone14,3 |
Motherboard | D64AP |
CPU Information | |
---|---|
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 | 5.49 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
742
79.5 IPS |
|
Image Classification (F16)
|
100% |
709
76.0 IPS |
|
Image Classification (I8)
|
81% |
459
49.2 IPS |
|
Image Segmentation (F32)
|
100% |
1062
6.56 IPS |
|
Image Segmentation (F16)
|
100% |
955
5.90 IPS |
|
Image Segmentation (I8)
|
89% |
1486
9.18 IPS |
|
Pose Estimation (F32)
|
100% |
399
1.61 IPS |
|
Pose Estimation (F16)
|
100% |
390
1.58 IPS |
|
Pose Estimation (I8)
|
80% |
473
1.92 IPS |
|
Object Detection (F32)
|
100% |
1019
35.7 IPS |
|
Object Detection (F16)
|
100% |
1037
36.4 IPS |
|
Object Detection (I8)
|
52% |
751
26.4 IPS |
|
Face Detection (F32)
|
100% |
1282
14.7 IPS |
|
Face Detection (F16)
|
100% |
1252
14.4 IPS |
|
Face Detection (I8)
|
75% |
846
9.72 IPS |
|
Text Classification (F32)
|
100% |
1053
416.3 IPS |
|
Text Classification (F16)
|
100% |
1060
419.1 IPS |
|
Machine Translation (F32)
|
100% |
2047
315.5 IPS |
|
Machine Translation (F16)
|
100% |
2046
315.3 IPS |