User | mrdbourke |
Upload Date | December 14 2023 01:10 AM |
Views | 28 |
System Information | |
---|---|
Operating System | macOS 14.1.2 (Build 23B92) |
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 | 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 | 32.00 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | GPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
3762
704.1 IPS |
|
Image Classification (F16)
|
100% |
3687
690.0 IPS |
|
Image Classification (I8)
|
99% |
3189
596.8 IPS |
|
Image Segmentation (F32)
|
100% |
1362
22.7 IPS |
|
Image Segmentation (F16)
|
100% |
1358
22.7 IPS |
|
Image Segmentation (I8)
|
100% |
1361
22.7 IPS |
|
Pose Estimation (F32)
|
100% |
31412
38.0 IPS |
|
Pose Estimation (F16)
|
100% |
32358
39.2 IPS |
|
Pose Estimation (I8)
|
100% |
31483
38.1 IPS |
|
Object Detection (F32)
|
100% |
2777
207.3 IPS |
|
Object Detection (F16)
|
100% |
2883
215.3 IPS |
|
Object Detection (I8)
|
97% |
2671
199.4 IPS |
|
Face Detection (F32)
|
100% |
12002
142.7 IPS |
|
Face Detection (F16)
|
97% |
12153
144.5 IPS |
|
Face Detection (I8)
|
96% |
11389
135.4 IPS |
|
Depth Estimation (F32)
|
100% |
19033
147.6 IPS |
|
Depth Estimation (F16)
|
100% |
19364
150.2 IPS |
|
Depth Estimation (I8)
|
37% |
17371
134.7 IPS |
|
Style Transfer (F32)
|
100% |
50162
66.0 IPS |
|
Style Transfer (F16)
|
100% |
59832
78.7 IPS |
|
Style Transfer (I8)
|
100% |
60702
79.8 IPS |
|
Image Super-Resolution (F32)
|
100% |
8659
309.2 IPS |
|
Image Super-Resolution (F16)
|
100% |
9366
334.5 IPS |
|
Image Super-Resolution (I8)
|
100% |
7720
275.7 IPS |
|
Text Classification (F32)
|
100% |
382
548.8 IPS |
|
Text Classification (F16)
|
100% |
545
783.9 IPS |
|
Text Classification (I8)
|
96% |
457
657.2 IPS |
|
Machine Translation (F32)
|
100% |
716
13.2 IPS |
|
Machine Translation (F16)
|
100% |
725
13.4 IPS |
|
Machine Translation (I8)
|
99% |
632
11.6 IPS |