Upload Date | November 18 2024 02:21 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.4 |
Model | iPad Pro (11-inch 3rd generation) |
Model ID | iPad13,6 |
Motherboard | J518AP |
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 | 7.33 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
6131
656.9 IPS |
|
Image Classification (F16)
|
100% |
6091
652.6 IPS |
|
Image Classification (I8)
|
81% |
679
72.8 IPS |
|
Image Segmentation (F32)
|
100% |
2257
13.9 IPS |
|
Image Segmentation (F16)
|
100% |
2253
13.9 IPS |
|
Image Segmentation (I8)
|
89% |
1243
7.68 IPS |
|
Pose Estimation (F32)
|
100% |
18998
76.9 IPS |
|
Pose Estimation (F16)
|
100% |
19485
78.8 IPS |
|
Pose Estimation (I8)
|
80% |
240
0.97 IPS |
|
Object Detection (F32)
|
100% |
7438
261.0 IPS |
|
Object Detection (F16)
|
100% |
7423
260.5 IPS |
|
Object Detection (I8)
|
52% |
966
33.9 IPS |
|
Face Detection (F32)
|
100% |
7909
90.9 IPS |
|
Face Detection (F16)
|
100% |
7923
91.0 IPS |
|
Face Detection (I8)
|
75% |
960
11.0 IPS |
|
Text Classification (F32)
|
100% |
1063
420.6 IPS |
|
Text Classification (F16)
|
100% |
1073
424.5 IPS |
|
Machine Translation (F32)
|
100% |
1841
283.8 IPS |
|
Machine Translation (F16)
|
100% |
1832
282.3 IPS |