Upload Date | August 24 2024 06:38 PM |
Views | 2 |
System Information | |
---|---|
Operating System | macOS 14.5 (Build 23F79) |
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 | 3.22 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% |
1238
231.7 IPS |
|
Image Classification (F16)
|
100% |
1576
294.9 IPS |
|
Image Classification (I8)
|
99% |
1574
294.6 IPS |
|
Image Segmentation (F32)
|
100% |
724
12.1 IPS |
|
Image Segmentation (F16)
|
100% |
701
11.7 IPS |
|
Image Segmentation (I8)
|
100% |
685
11.4 IPS |
|
Pose Estimation (F32)
|
100% |
5357
6.49 IPS |
|
Pose Estimation (F16)
|
100% |
12360
15.0 IPS |
|
Pose Estimation (I8)
|
100% |
12217
14.8 IPS |
|
Object Detection (F32)
|
100% |
1208
90.2 IPS |
|
Object Detection (F16)
|
100% |
1700
126.9 IPS |
|
Object Detection (I8)
|
97% |
1241
92.6 IPS |
|
Face Detection (F32)
|
100% |
2487
29.6 IPS |
|
Face Detection (F16)
|
97% |
3885
46.2 IPS |
|
Face Detection (I8)
|
97% |
3794
45.1 IPS |
|
Depth Estimation (F32)
|
100% |
4988
38.7 IPS |
|
Depth Estimation (F16)
|
100% |
7763
60.2 IPS |
|
Depth Estimation (I8)
|
99% |
7788
60.4 IPS |
|
Style Transfer (F32)
|
100% |
14298
18.8 IPS |
|
Style Transfer (F16)
|
100% |
22283
29.3 IPS |
|
Style Transfer (I8)
|
100% |
22593
29.7 IPS |
|
Image Super-Resolution (F32)
|
100% |
3398
121.3 IPS |
|
Image Super-Resolution (F16)
|
100% |
4251
151.8 IPS |
|
Image Super-Resolution (I8)
|
100% |
4239
151.4 IPS |
|
Text Classification (F32)
|
100% |
2056
2.95 KIPS |
|
Text Classification (F16)
|
100% |
3316
4.77 KIPS |
|
Text Classification (I8)
|
96% |
3295
4.74 KIPS |
|
Machine Translation (F32)
|
100% |
637
11.7 IPS |
|
Machine Translation (F16)
|
100% |
853
15.7 IPS |
|
Machine Translation (I8)
|
99% |
637
11.7 IPS |