Add draft of LwM options.

Author: arthurdouillard

Diff for: options/lwm/lwm_cifar100.yaml

@@ -0,0 +1,23 @@
+# I haven't been able to reproduce LwM results!
+# And since official code is not available, I'm not sure how to solve that.
+
+model: lwm
+convnet: resnet34
+
+memory_size: 2000
+
+distillation_config:
+  factor: 1.0
+
+attention_config:
+  factor: 0.1
+
+lr: 0.01
+weight_decay: 0.00005
+scheduling: null
+lr_decay: 0.2
+optimizer: sgd_nesterov
+epochs: 1
+
+dataset_transforms:
+  color_jitter: false