User | doremon0710 |
Upload Date | August 15 2024 05:33 PM |
Views | 3 |
System Information | |
---|---|
Operating System | macOS 14.6.1 (Build 23G93) |
Model | MacBook Pro (16-inch, 2021) |
Model ID | MacBookPro18,1 |
Motherboard | MacBookPro18,1 |
CPU Information | |
---|---|
Name | Apple M1 Pro |
Topology | 1 Processor, 10 Cores |
Identifier | Apple M1 Pro |
Base Frequency | 3.20 GHz |
Cluster 1 | 8 Cores |
Cluster 2 | 2 Cores |
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 | 16.00 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1150
215.1 IPS |
|
Image Classification (F16)
|
100% |
1546
289.3 IPS |
|
Image Classification (I8)
|
99% |
1516
283.7 IPS |
|
Image Segmentation (F32)
|
100% |
649
10.8 IPS |
|
Image Segmentation (F16)
|
100% |
648
10.8 IPS |
|
Image Segmentation (I8)
|
100% |
659
11.0 IPS |
|
Pose Estimation (F32)
|
100% |
4841
5.86 IPS |
|
Pose Estimation (F16)
|
100% |
11175
13.5 IPS |
|
Pose Estimation (I8)
|
100% |
11916
14.4 IPS |
|
Object Detection (F32)
|
100% |
1160
86.6 IPS |
|
Object Detection (F16)
|
100% |
1692
126.3 IPS |
|
Object Detection (I8)
|
97% |
1252
93.5 IPS |
|
Face Detection (F32)
|
100% |
2498
29.7 IPS |
|
Face Detection (F16)
|
97% |
3866
46.0 IPS |
|
Face Detection (I8)
|
97% |
3717
44.2 IPS |
|
Depth Estimation (F32)
|
100% |
4854
37.6 IPS |
|
Depth Estimation (F16)
|
100% |
7165
55.6 IPS |
|
Depth Estimation (I8)
|
99% |
7466
57.9 IPS |
|
Style Transfer (F32)
|
100% |
12820
16.9 IPS |
|
Style Transfer (F16)
|
100% |
19738
26.0 IPS |
|
Style Transfer (I8)
|
100% |
22456
29.5 IPS |
|
Image Super-Resolution (F32)
|
100% |
3377
120.6 IPS |
|
Image Super-Resolution (F16)
|
100% |
4395
157.0 IPS |
|
Image Super-Resolution (I8)
|
100% |
4209
150.3 IPS |
|
Text Classification (F32)
|
100% |
1960
2.82 KIPS |
|
Text Classification (F16)
|
100% |
3355
4.82 KIPS |
|
Text Classification (I8)
|
96% |
3259
4.68 KIPS |
|
Machine Translation (F32)
|
100% |
704
13.0 IPS |
|
Machine Translation (F16)
|
100% |
894
16.5 IPS |
|
Machine Translation (I8)
|
99% |
714
13.1 IPS |