From 010960b36a911b7748276c6bc0f31aa7b5764b5b Mon Sep 17 00:00:00 2001
From: Nathan Painchaud <nathan.painchaud@usherbrooke.ca>
Date: Wed, 25 Oct 2023 00:33:48 +0200
Subject: [PATCH] Remove experiment configs for abandoned training pipelines

---
 ...al-representation-finetune+constraint.yaml | 33 -------------------
 ...ltimodal-representation-pretrain-mask.yaml | 22 -------------
 2 files changed, 55 deletions(-)
 delete mode 100644 didactic/config/experiment/cardinal/cardiac-multimodal-representation-finetune+constraint.yaml
 delete mode 100644 didactic/config/experiment/cardinal/cardiac-multimodal-representation-pretrain-mask.yaml

diff --git a/didactic/config/experiment/cardinal/cardiac-multimodal-representation-finetune+constraint.yaml b/didactic/config/experiment/cardinal/cardiac-multimodal-representation-finetune+constraint.yaml
deleted file mode 100644
index 5ada3010..00000000
--- a/didactic/config/experiment/cardinal/cardiac-multimodal-representation-finetune+constraint.yaml
+++ /dev/null
@@ -1,33 +0,0 @@
-# @package _global_
-
-defaults:
-  - cardinal/cardiac-multimodal-representation
-  - /callbacks:
-      - transformer_encoder_freeze
-  - /task/constraint: ???
-
-trainer:
-  max_epochs: 500
-
-excluded_clinical_attrs: ${oc.dict.keys:task.predict_losses}
-
-task:
-  predict_losses: ???
-  constraint_weight: 1
-  attrs_dropout: [0.1, 0]
-
-callbacks:
-  transformer_encoder_freeze:
-    finetune_layers: null
-
-# Change checkpoint loading defaults to:
-ckpt: ??? # Make it mandatory to provide a checkpoint
-weights_only: True  # Only load the weights and ignore the hyperparameters
-strict: False # Only load weights where they match the defined network, to only some changes (e.g. heads, etc.)
-
-hydra:
-  run:
-    dir: ${oc.env:CARDIAC_MULTIMODAL_REPR_PATH}/finetune+constraint/constraint=${hydra:runtime.choices.task/constraint}/targets=${oc.dict.keys:task.predict_losses}/${experiment_dirname}/${hydra.job.override_dirname}
-  sweep:
-    dir: ${oc.env:CARDIAC_MULTIMODAL_REPR_PATH}/finetune+constraint
-    subdir: constraint=${hydra:runtime.choices.task/constraint}/targets=${oc.dict.keys:task.predict_losses}/${experiment_dirname}/${hydra.job.override_dirname}
diff --git a/didactic/config/experiment/cardinal/cardiac-multimodal-representation-pretrain-mask.yaml b/didactic/config/experiment/cardinal/cardiac-multimodal-representation-pretrain-mask.yaml
deleted file mode 100644
index 650068d0..00000000
--- a/didactic/config/experiment/cardinal/cardiac-multimodal-representation-pretrain-mask.yaml
+++ /dev/null
@@ -1,22 +0,0 @@
-# @package _global_
-
-defaults:
-  - cardinal/cardiac-multimodal-representation
-
-trainer:
-  max_epochs: 2500
-
-excluded_clinical_attrs: ???
-
-task:
-  mask_loss:
-    _target_: torch.nn.BCEWithLogitsLoss
-  mask_loss_weight: 1
-  mtr_p: [0.3, 0]
-
-hydra:
-  run:
-    dir: ${oc.env:CARDIAC_MULTIMODAL_REPR_PATH}/pretrain-mask/excluded_clinical_attrs=${excluded_clinical_attrs},img_attrs=${task.img_attrs}/${experiment_dirname}/${hydra.job.override_dirname}
-  sweep:
-    dir: ${oc.env:CARDIAC_MULTIMODAL_REPR_PATH}/pretrain-mask
-    subdir: excluded_clinical_attrs=${excluded_clinical_attrs},img_attrs=${task.img_attrs}/${experiment_dirname}/${hydra.job.override_dirname}