Upload Date | June 13 2021 07:03 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPad Pro 12.9-inch (4th generation) |
Model ID | iPad8,12 |
Motherboard | J421AP |
CPU Information | |
---|---|
Name | Apple A12Z Bionic |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 2.49 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 128 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 5.54 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
648
69.4 IPS |
|
Image Classification (F16)
|
100% |
648
69.4 IPS |
|
Image Classification (I8)
|
81% |
229
24.5 IPS |
|
Image Segmentation (F32)
|
100% |
931
5.75 IPS |
|
Image Segmentation (F16)
|
100% |
932
5.75 IPS |
|
Image Segmentation (I8)
|
89% |
1224
7.56 IPS |
|
Pose Estimation (F32)
|
100% |
450
1.82 IPS |
|
Pose Estimation (F16)
|
100% |
450
1.82 IPS |
|
Pose Estimation (I8)
|
80% |
467
1.89 IPS |
|
Object Detection (F32)
|
100% |
987
34.6 IPS |
|
Object Detection (F16)
|
100% |
985
34.6 IPS |
|
Object Detection (I8)
|
52% |
428
15.0 IPS |
|
Face Detection (F32)
|
100% |
1175
13.5 IPS |
|
Face Detection (F16)
|
100% |
1172
13.5 IPS |
|
Face Detection (I8)
|
75% |
718
8.25 IPS |
|
Text Classification (F32)
|
100% |
464
183.4 IPS |
|
Text Classification (F16)
|
100% |
457
180.7 IPS |
|
Machine Translation (F32)
|
100% |
1006
155.0 IPS |
|
Machine Translation (F16)
|
100% |
1006
155.1 IPS |