Last active
January 9, 2022 18:54
-
-
Save rizar/878155ab5d9a65beafaa96231cd8cec9 to your computer and use it in GitHub Desktop.
Throughput table
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| model | precision | throughput in teraWFLOPs | |
|---|---|---|---|
| matmul 8192x1600x6400 | bfloat16 | 237 | |
| linear MLP B=8192; 1600 -> 6400 -> 1600 -> 1 | bfloat16 | 230 | |
| linear MLP B=8192; 1600 -> 6400 -> 1600 -> 1 | mixed | 207.6 | |
| residual ReLU MLP B=8192; 1600 -> 6400 -> 1600 -> 1 | mixed | 185.7 | |
| HuggingFace GPT2 B=32 L=256; d=1600 | mixed | 68 |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment