Add experiment with learning rate 0.001

embeddings_and_difficulty/configs_hydra/experiment/sgd_lr_0.001.yaml

+# @package _global_
+defaults:
+  - override /optimizer: SGD
+
+experiment_name: sgd_lr_0.001
+optimizer:
+  lr: 0.001
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