User | TSMusik |
Upload Date | November 03 2021 11:05 AM |
Views | 2 |
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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
793
84.9 IPS |
|
Image Classification (F16)
|
100% |
970
103.9 IPS |
|
Image Classification (I8)
|
81% |
392
42.0 IPS |
|
Image Segmentation (F32)
|
100% |
1335
8.25 IPS |
|
Image Segmentation (F16)
|
100% |
1332
8.22 IPS |
|
Image Segmentation (I8)
|
89% |
1484
9.16 IPS |
|
Pose Estimation (F32)
|
100% |
672
2.72 IPS |
|
Pose Estimation (F16)
|
100% |
670
2.71 IPS |
|
Pose Estimation (I8)
|
80% |
796
3.22 IPS |
|
Object Detection (F32)
|
100% |
1485
52.1 IPS |
|
Object Detection (F16)
|
100% |
1449
50.8 IPS |
|
Object Detection (I8)
|
52% |
609
21.4 IPS |
|
Face Detection (F32)
|
100% |
1628
18.7 IPS |
|
Face Detection (F16)
|
100% |
1641
18.9 IPS |
|
Face Detection (I8)
|
75% |
810
9.30 IPS |
|
Text Classification (F32)
|
100% |
664
262.7 IPS |
|
Text Classification (F16)
|
100% |
616
243.8 IPS |
|
Machine Translation (F32)
|
100% |
1853
285.6 IPS |
|
Machine Translation (F16)
|
100% |
1845
284.4 IPS |