User | netdevil |
Upload Date | August 19 2024 10:42 PM |
Views | 2 |
System Information | |
---|---|
Operating System | macOS 14.5 (Build 23F79) |
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 | 2.44 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% |
1060
198.4 IPS |
|
Image Classification (F16)
|
100% |
1309
244.9 IPS |
|
Image Classification (I8)
|
99% |
1310
245.1 IPS |
|
Image Segmentation (F32)
|
100% |
631
10.5 IPS |
|
Image Segmentation (F16)
|
100% |
607
10.1 IPS |
|
Image Segmentation (I8)
|
100% |
607
10.1 IPS |
|
Pose Estimation (F32)
|
100% |
4530
5.49 IPS |
|
Pose Estimation (F16)
|
100% |
10681
12.9 IPS |
|
Pose Estimation (I8)
|
100% |
10697
13.0 IPS |
|
Object Detection (F32)
|
100% |
1058
79.0 IPS |
|
Object Detection (F16)
|
100% |
1417
105.8 IPS |
|
Object Detection (I8)
|
97% |
1048
78.3 IPS |
|
Face Detection (F32)
|
100% |
2190
26.0 IPS |
|
Face Detection (F16)
|
97% |
3131
37.2 IPS |
|
Face Detection (I8)
|
97% |
3214
38.2 IPS |
|
Depth Estimation (F32)
|
100% |
4216
32.7 IPS |
|
Depth Estimation (F16)
|
100% |
6499
50.4 IPS |
|
Depth Estimation (I8)
|
99% |
6537
50.7 IPS |
|
Style Transfer (F32)
|
100% |
12174
16.0 IPS |
|
Style Transfer (F16)
|
100% |
19271
25.3 IPS |
|
Style Transfer (I8)
|
100% |
19182
25.2 IPS |
|
Image Super-Resolution (F32)
|
100% |
2952
105.4 IPS |
|
Image Super-Resolution (F16)
|
100% |
3633
129.7 IPS |
|
Image Super-Resolution (I8)
|
100% |
3574
127.6 IPS |
|
Text Classification (F32)
|
100% |
1755
2.52 KIPS |
|
Text Classification (F16)
|
100% |
2683
3.86 KIPS |
|
Text Classification (I8)
|
96% |
2679
3.85 KIPS |
|
Machine Translation (F32)
|
100% |
544
10.0 IPS |
|
Machine Translation (F16)
|
100% |
685
12.6 IPS |
|
Machine Translation (I8)
|
99% |
538
9.91 IPS |