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Use new environment for object detection components #3516

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merged 12 commits into from
Oct 29, 2024

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@rdondera-microsoft rdondera-microsoft commented Oct 22, 2024

Follow up PR for #3515 that updates OD/IS components to use the new environment. Tacked on:

  1. clean up for input_column_names pipeline input field
  2. unit test fixing
  3. updates to classification components to reflect an environment fix

Tested by running example notebooks for select tasks:
a. IC, MC: https://ml.azure.com/experiments/id/3cfa7d04-03b8-4d43-a540-b8d6f93e43b4/runs/green_cat_257wd8lr8g?wsid=/subscriptions/dbd697c3-ef40-488f-83e6-5ad4dfb78f9b/resourceGroups/rdondera/providers/Microsoft.MachineLearningServices/workspaces/validatr&tid=72f988bf-86f1-41af-91ab-2d7cd011db47#
b. IC, ML: https://ml.azure.com/experiments/id/948b4383-0829-4aa0-ac57-b6f70e86be0c/runs/tender_yak_z65g7gb498?wsid=/subscriptions/dbd697c3-ef40-488f-83e6-5ad4dfb78f9b/resourceGroups/rdondera/providers/Microsoft.MachineLearningServices/workspaces/validatr&tid=72f988bf-86f1-41af-91ab-2d7cd011db47#
c. IG: https://ml.azure.com/experiments/id/f7a275f7-3dfd-4f69-ae4d-c0701b98d950/runs/loyal_parcel_g7l37yzf1p?wsid=/subscriptions/dbd697c3-ef40-488f-83e6-5ad4dfb78f9b/resourceGroups/rdondera/providers/Microsoft.MachineLearningServices/workspaces/validatr&tid=72f988bf-86f1-41af-91ab-2d7cd011db47#
d. OD: https://ml.azure.com/experiments/id/1a564b75-73f8-4579-a20c-cbe9564cc731/runs/upbeat_kiwi_zm081pmkr0?wsid=/subscriptions/dbd697c3-ef40-488f-83e6-5ad4dfb78f9b/resourceGroups/rdondera/providers/Microsoft.MachineLearningServices/workspaces/validatr&tid=72f988bf-86f1-41af-91ab-2d7cd011db47#
e. IS: https://ml.azure.com/experiments/id/096ae769-8375-4b60-8e38-8cd185bf97a5/runs/cyan_plastic_9s8py4gkg7?wsid=/subscriptions/dbd697c3-ef40-488f-83e6-5ad4dfb78f9b/resourceGroups/rdondera/providers/Microsoft.MachineLearningServices/workspaces/validatr&tid=72f988bf-86f1-41af-91ab-2d7cd011db47#
f. IC, MC, DPV2: https://ml.azure.com/experiments/id/744ce829-14af-4c0a-8a8a-74ad1f5de729/runs/sweet_actor_jz0d55c4cy_HD_0?wsid=/subscriptions/dbd697c3-ef40-488f-83e6-5ad4dfb78f9b/resourceGroups/rdondera/providers/Microsoft.MachineLearningServices/workspaces/validatr&tid=72f988bf-86f1-41af-91ab-2d7cd011db47
g. OD, DPV2: https://ml.azure.com/experiments/id/b80967d0-0c6e-4bb7-93a4-2df18bbe424e/runs/serene_town_gqj66htlqt_HD_0?wsid=/subscriptions/dbd697c3-ef40-488f-83e6-5ad4dfb78f9b/resourceGroups/rdondera/providers/Microsoft.MachineLearningServices/workspaces/validatr&tid=72f988bf-86f1-41af-91ab-2d7cd011db47#

Note that the components in the runs above use environments already in production.

rjaincc
rjaincc previously approved these changes Oct 24, 2024
rjaincc
rjaincc previously approved these changes Oct 25, 2024
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3 participants