Upload Date | August 15 2024 07:00 PM |
Views | 2 |
System Information | |
---|---|
Operating System | macOS 14.6.1 (Build 23G93) |
Model | MacBook Pro (14-inch, 2021) |
Model ID | MacBookPro18,3 |
Motherboard | MacBookPro18,3 |
CPU Information | |
---|---|
Name | Apple M1 Pro |
Topology | 1 Processor, 10 Cores |
Identifier | Apple M1 Pro |
Base Frequency | 2.43 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 | 32.00 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1055
197.4 IPS |
|
Image Classification (F16)
|
100% |
1312
245.4 IPS |
|
Image Classification (I8)
|
99% |
1307
244.6 IPS |
|
Image Segmentation (F32)
|
100% |
634
10.6 IPS |
|
Image Segmentation (F16)
|
100% |
609
10.2 IPS |
|
Image Segmentation (I8)
|
100% |
601
10.0 IPS |
|
Pose Estimation (F32)
|
100% |
4571
5.54 IPS |
|
Pose Estimation (F16)
|
100% |
10638
12.9 IPS |
|
Pose Estimation (I8)
|
100% |
10678
12.9 IPS |
|
Object Detection (F32)
|
100% |
1053
78.6 IPS |
|
Object Detection (F16)
|
100% |
1404
104.9 IPS |
|
Object Detection (I8)
|
97% |
1038
77.5 IPS |
|
Face Detection (F32)
|
100% |
2186
26.0 IPS |
|
Face Detection (F16)
|
97% |
3219
38.3 IPS |
|
Face Detection (I8)
|
97% |
3195
38.0 IPS |
|
Depth Estimation (F32)
|
100% |
4220
32.7 IPS |
|
Depth Estimation (F16)
|
100% |
6513
50.5 IPS |
|
Depth Estimation (I8)
|
99% |
6536
50.7 IPS |
|
Style Transfer (F32)
|
100% |
12188
16.0 IPS |
|
Style Transfer (F16)
|
100% |
19323
25.4 IPS |
|
Style Transfer (I8)
|
100% |
19314
25.4 IPS |
|
Image Super-Resolution (F32)
|
100% |
2933
104.8 IPS |
|
Image Super-Resolution (F16)
|
100% |
3697
132.0 IPS |
|
Image Super-Resolution (I8)
|
100% |
3647
130.2 IPS |
|
Text Classification (F32)
|
100% |
1765
2.54 KIPS |
|
Text Classification (F16)
|
100% |
2801
4.03 KIPS |
|
Text Classification (I8)
|
96% |
2755
3.96 KIPS |
|
Machine Translation (F32)
|
100% |
578
10.6 IPS |
|
Machine Translation (F16)
|
100% |
694
12.8 IPS |
|
Machine Translation (I8)
|
99% |
557
10.2 IPS |