User | TSMusik |
Upload Date | November 03 2021 11:07 AM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 15.1 |
Model | iPad Pro (12.9-inch 5th generation) |
Model ID | iPad13,8 |
Motherboard | J522AP |
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 | 7.31 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
6011
644.1 IPS |
|
Image Classification (F16)
|
100% |
5996
642.4 IPS |
|
Image Classification (I8)
|
81% |
688
73.8 IPS |
|
Image Segmentation (F32)
|
100% |
2253
13.9 IPS |
|
Image Segmentation (F16)
|
100% |
2256
13.9 IPS |
|
Image Segmentation (I8)
|
89% |
1255
7.75 IPS |
|
Pose Estimation (F32)
|
100% |
19791
80.1 IPS |
|
Pose Estimation (F16)
|
100% |
19718
79.8 IPS |
|
Pose Estimation (I8)
|
80% |
240
0.97 IPS |
|
Object Detection (F32)
|
100% |
7358
258.2 IPS |
|
Object Detection (F16)
|
100% |
7347
257.8 IPS |
|
Object Detection (I8)
|
52% |
988
34.7 IPS |
|
Face Detection (F32)
|
100% |
7881
90.5 IPS |
|
Face Detection (F16)
|
100% |
7852
90.2 IPS |
|
Face Detection (I8)
|
75% |
966
11.1 IPS |
|
Text Classification (F32)
|
100% |
1113
440.3 IPS |
|
Text Classification (F16)
|
100% |
1109
438.6 IPS |
|
Machine Translation (F32)
|
100% |
1829
281.8 IPS |
|
Machine Translation (F16)
|
100% |
1842
283.9 IPS |