User | davidblue |
Upload Date | November 01 2022 12:51 AM |
Views | 7 |
System Information | |
---|---|
Operating System | iOS 16.2 |
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% |
7163
767.5 IPS |
|
Image Classification (F16)
|
100% |
6913
740.7 IPS |
|
Image Classification (I8)
|
81% |
681
73.0 IPS |
|
Image Segmentation (F32)
|
100% |
2114
13.1 IPS |
|
Image Segmentation (F16)
|
100% |
2086
12.9 IPS |
|
Image Segmentation (I8)
|
89% |
1254
7.75 IPS |
|
Pose Estimation (F32)
|
100% |
20022
81.0 IPS |
|
Pose Estimation (F16)
|
100% |
20250
81.9 IPS |
|
Pose Estimation (I8)
|
80% |
237
0.96 IPS |
|
Object Detection (F32)
|
100% |
8317
291.9 IPS |
|
Object Detection (F16)
|
100% |
8124
285.1 IPS |
|
Object Detection (I8)
|
52% |
980
34.4 IPS |
|
Face Detection (F32)
|
100% |
8730
100.3 IPS |
|
Face Detection (F16)
|
100% |
8748
100.5 IPS |
|
Face Detection (I8)
|
75% |
961
11.0 IPS |
|
Text Classification (F32)
|
100% |
1230
486.6 IPS |
|
Text Classification (F16)
|
100% |
1257
497.0 IPS |
|
Machine Translation (F32)
|
100% |
1866
287.5 IPS |
|
Machine Translation (F16)
|
100% |
1854
285.7 IPS |