Config for MLP compatible with hls4ml, `velo-query-long_h8-hls4ml`
Changes:
-
Disable the use of latex by default -
Add config velo-query-long_h8-hls4ml
based onvelo-query-long_h8
, which has a (3,8,8,8,3)-architecture MLP -
Replace Tanh with ReLU activation, for compatibility with hls4ml -
Disable layernorm, for compatibility with hls4ml, allowing to choose layernorm with a Boolean variable in the embedding config -
Add batch script sbatch_a100_40_script.sh
for runningfull_pipeline.ipynb
on the cluster, while keeping track of the output from the.err
/.out
files -
Create folder called artifact_archive
, where important runs, reports and checkpoints can be archived -
Run full pipeline with config velo-query-long_h8-hls4ml
and save inartifact_archive
-
Add to docs -
Change parameter names, as in !40 (merged)
Close !43 (closed) and use correct name for branch.
Edited by Fotis Giasemis