fix conda file (#233)

* remove old notebook

* store onnx latency
allow aml partial training with no snapdragon mode

* fix docker file now that aml branch is merged.

* fix bug in reset
add notebook

* add link to notebook.

* Add an on_start_iteration callback so that user can track which models came from which iterations.

* fix conda file.

tasks/face_segmentation/confs/aml_search.yaml

@@ -94,5 +94,4 @@ aml:
         - torch
         - torchvision
         - torchaudio
-        - lightning>=2.0.0
         - archai[dev] @ git+https://github.com/microsoft/archai.git