User | pmcarrion |
Upload Date | May 14 2022 12:58 PM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 15.4.1 |
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% |
788
84.4 IPS |
|
Image Classification (F16)
|
100% |
763
81.8 IPS |
|
Image Classification (I8)
|
81% |
447
47.9 IPS |
|
Image Segmentation (F32)
|
100% |
1170
7.23 IPS |
|
Image Segmentation (F16)
|
100% |
1155
7.13 IPS |
|
Image Segmentation (I8)
|
89% |
1464
9.04 IPS |
|
Pose Estimation (F32)
|
100% |
444
1.80 IPS |
|
Pose Estimation (F16)
|
100% |
436
1.76 IPS |
|
Pose Estimation (I8)
|
80% |
509
2.06 IPS |
|
Object Detection (F32)
|
100% |
1137
39.9 IPS |
|
Object Detection (F16)
|
100% |
1144
40.1 IPS |
|
Object Detection (I8)
|
52% |
700
24.6 IPS |
|
Face Detection (F32)
|
100% |
1380
15.9 IPS |
|
Face Detection (F16)
|
100% |
1346
15.5 IPS |
|
Face Detection (I8)
|
75% |
841
9.66 IPS |
|
Text Classification (F32)
|
100% |
1017
402.2 IPS |
|
Text Classification (F16)
|
100% |
1073
424.2 IPS |
|
Machine Translation (F32)
|
100% |
1987
306.3 IPS |
|
Machine Translation (F16)
|
100% |
1959
301.9 IPS |