User | davidblue |
Upload Date | October 22 2022 03:14 AM |
Views | 11 |
System Information | |
---|---|
Operating System | iOS 16.1 |
Model | iPad Pro (12.9-inch 5th generation) |
Model ID | iPad13,9 |
Motherboard | J522xAP |
CPU Information | |
---|---|
Name | Apple M1 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 3.19 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 | 15.34 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
6779
726.3 IPS |
|
Image Classification (F16)
|
100% |
6775
725.9 IPS |
|
Image Classification (I8)
|
81% |
676
72.4 IPS |
|
Image Segmentation (F32)
|
100% |
2096
12.9 IPS |
|
Image Segmentation (F16)
|
100% |
2090
12.9 IPS |
|
Image Segmentation (I8)
|
89% |
1238
7.64 IPS |
|
Pose Estimation (F32)
|
100% |
19924
80.6 IPS |
|
Pose Estimation (F16)
|
100% |
20059
81.2 IPS |
|
Pose Estimation (I8)
|
80% |
236
0.96 IPS |
|
Object Detection (F32)
|
100% |
7203
252.8 IPS |
|
Object Detection (F16)
|
100% |
7096
249.0 IPS |
|
Object Detection (I8)
|
52% |
957
33.6 IPS |
|
Face Detection (F32)
|
100% |
8561
98.4 IPS |
|
Face Detection (F16)
|
100% |
8594
98.7 IPS |
|
Face Detection (I8)
|
75% |
948
10.9 IPS |
|
Text Classification (F32)
|
100% |
1175
464.7 IPS |
|
Text Classification (F16)
|
100% |
1190
470.8 IPS |
|
Machine Translation (F32)
|
100% |
1801
277.6 IPS |
|
Machine Translation (F16)
|
100% |
1803
277.9 IPS |