Upload Date | August 22 2024 07:04 AM |
Views | 2 |
System Information | |
---|---|
Operating System | macOS 15.1 (Build 24B5024e) |
Model | MacBook Pro (16-inch, Nov 2023) |
Model ID | Mac15,7 |
Motherboard | Mac15,7 |
CPU Information | |
---|---|
Name | Apple M3 Pro |
Topology | 1 Processor, 12 Cores |
Identifier | Apple M3 Pro |
Base Frequency | 2.81 GHz |
Cluster 1 | 6 Cores |
Cluster 2 | 6 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 | 18.00 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1267
237.2 IPS |
|
Image Classification (F16)
|
100% |
2167
405.5 IPS |
|
Image Classification (I8)
|
99% |
2189
409.6 IPS |
|
Image Segmentation (F32)
|
100% |
627
10.5 IPS |
|
Image Segmentation (F16)
|
100% |
857
14.3 IPS |
|
Image Segmentation (I8)
|
100% |
878
14.7 IPS |
|
Pose Estimation (F32)
|
100% |
6779
8.21 IPS |
|
Pose Estimation (F16)
|
100% |
12993
15.7 IPS |
|
Pose Estimation (I8)
|
100% |
12970
15.7 IPS |
|
Object Detection (F32)
|
100% |
1318
98.4 IPS |
|
Object Detection (F16)
|
100% |
2154
160.8 IPS |
|
Object Detection (I8)
|
97% |
1282
95.7 IPS |
|
Face Detection (F32)
|
100% |
2168
25.8 IPS |
|
Face Detection (F16)
|
97% |
4798
57.0 IPS |
|
Face Detection (I8)
|
97% |
4814
57.2 IPS |
|
Depth Estimation (F32)
|
100% |
5684
44.1 IPS |
|
Depth Estimation (F16)
|
100% |
10270
79.6 IPS |
|
Depth Estimation (I8)
|
99% |
10272
79.7 IPS |
|
Style Transfer (F32)
|
100% |
17053
22.4 IPS |
|
Style Transfer (F16)
|
100% |
25526
33.6 IPS |
|
Style Transfer (I8)
|
100% |
25443
33.5 IPS |
|
Image Super-Resolution (F32)
|
100% |
4195
149.8 IPS |
|
Image Super-Resolution (F16)
|
100% |
4716
168.4 IPS |
|
Image Super-Resolution (I8)
|
100% |
4687
167.4 IPS |
|
Text Classification (F32)
|
100% |
2023
2.91 KIPS |
|
Text Classification (F16)
|
100% |
3446
4.95 KIPS |
|
Text Classification (I8)
|
96% |
3435
4.94 KIPS |
|
Machine Translation (F32)
|
100% |
867
16.0 IPS |
|
Machine Translation (F16)
|
100% |
1118
20.6 IPS |
|
Machine Translation (I8)
|
99% |
869
16.0 IPS |