Upload Date | May 14 2022 10:45 AM |
Views | 1 |
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% |
794
85.1 IPS |
|
Image Classification (F16)
|
100% |
761
81.6 IPS |
|
Image Classification (I8)
|
81% |
451
48.4 IPS |
|
Image Segmentation (F32)
|
100% |
1153
7.12 IPS |
|
Image Segmentation (F16)
|
100% |
1128
6.97 IPS |
|
Image Segmentation (I8)
|
89% |
1436
8.87 IPS |
|
Pose Estimation (F32)
|
100% |
438
1.77 IPS |
|
Pose Estimation (F16)
|
100% |
430
1.74 IPS |
|
Pose Estimation (I8)
|
80% |
496
2.01 IPS |
|
Object Detection (F32)
|
100% |
1110
38.9 IPS |
|
Object Detection (F16)
|
100% |
1120
39.3 IPS |
|
Object Detection (I8)
|
52% |
732
25.7 IPS |
|
Face Detection (F32)
|
100% |
1370
15.7 IPS |
|
Face Detection (F16)
|
100% |
1341
15.4 IPS |
|
Face Detection (I8)
|
75% |
843
9.69 IPS |
|
Text Classification (F32)
|
100% |
1173
464.0 IPS |
|
Text Classification (F16)
|
100% |
1100
435.2 IPS |
|
Machine Translation (F32)
|
100% |
1962
302.4 IPS |
|
Machine Translation (F16)
|
100% |
1962
302.4 IPS |