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Update sdk helper to include cli #1939

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merged 8 commits into from
Dec 14, 2022
Merged

Update sdk helper to include cli #1939

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19613c6
update automl sdk max_trials and max_concurrent_trials to be consistent
sharma-riti Nov 30, 2022
84e3cc5
update cli examples
sharma-riti Nov 30, 2022
fbc71a7
update max_trials for cli as well
sharma-riti Nov 30, 2022
bde21a1
Revert "update automl sdk max_trials and max_concurrent_trials to be …
sharma-riti Nov 30, 2022
1c488fa
Revert "update cli examples"
sharma-riti Nov 30, 2022
4968c91
reduce max_concurrent_trials to 4 for bankmarketing cli
sharma-riti Nov 30, 2022
02160a9
revert bankmarketing changes
sharma-riti Dec 14, 2022
e6f3ae7
Merge branch 'main' into risha/align_max_trials
sharma-riti Dec 14, 2022
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4 changes: 2 additions & 2 deletions ...automl-classification-task-bankmarketing/cli-automl-classification-task-bankmarketing.yml
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Expand Up @@ -29,8 +29,8 @@ test_data:

limits:
timeout_minutes: 180
max_trials: 40
max_concurrent_trials: 5
max_trials: 10
max_concurrent_trials: 2
trial_timeout_minutes: 20
enable_early_termination: true
exit_score: 0.92
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2 changes: 1 addition & 1 deletion ...ndalone-jobs/cli-automl-forecasting-bike-share/cli-automl-forecasting-task-bike-share.yml
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Expand Up @@ -23,7 +23,7 @@ n_cross_validations: 3
limits:
timeout_minutes: 20
max_trials: 10
max_concurrent_trials: 4
max_concurrent_trials: 2
trial_timeout_minutes: 20
enable_early_termination: true

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2 changes: 1 addition & 1 deletion ...s/cli-automl-forecasting-orange-juice-sales/cli-automl-forecasting-orange-juice-sales.yml
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Expand Up @@ -40,7 +40,7 @@ featurization:
limits:
timeout_minutes: 15
max_trials: 10
max_concurrent_trials: 4
max_concurrent_trials: 2
max_cores_per_trial: -1
trial_timeout_minutes: 15
enable_early_termination: true
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2 changes: 1 addition & 1 deletion ...s/cli-automl-forecasting-task-energy-demand/cli-automl-forecasting-task-energy-demand.yml
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Expand Up @@ -23,7 +23,7 @@ n_cross_validations: auto
limits:
timeout_minutes: 20
max_trials: 10
max_concurrent_trials: 4
max_concurrent_trials: 2
trial_timeout_minutes: 20
enable_early_termination: true

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2 changes: 1 addition & 1 deletion ...ne-jobs/cli-automl-forecasting-task-github-dau/cli-automl-forecasting-task-github-dau.yml
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Expand Up @@ -21,7 +21,7 @@ validation_data:

limits:
timeout_minutes: 60
max_concurrent_trials: 4
max_concurrent_trials: 2
enable_early_termination: true

forecasting:
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2 changes: 1 addition & 1 deletion ...ext-ner-conll-distributed-sweeping/cli-automl-text-ner-conll2003-distributed-sweeping.yml
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Expand Up @@ -13,7 +13,7 @@ log_verbosity: debug
limits:
timeout_minutes: 120
max_nodes: 4
max_trials: 2
max_trials: 10
max_concurrent_trials: 2

training_data:
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1 change: 1 addition & 0 deletions infra/sdk_helpers.sh
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Expand Up @@ -801,6 +801,7 @@ function replace_template_values() {
-e "s/ml_client.workspaces.begin_create(ws_private_link)/# ws_from_config = MLClient.from_config()/g" \
-e "s/version=mltable_version/version=1/g" \
-e "s/max_trials=10/max_trials=2/g" \
-e "s/max_trials: 10/max_trials: 2/g" \
"${FILENAME}"
echo "$(<"${FILENAME}")"
}
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5 changes: 2 additions & 3 deletions ...l-classification-task-bankmarketing/automl-classification-task-bankmarketing-mlflow.ipynb
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Expand Up @@ -209,7 +209,6 @@
"source": [
"# General job parameters\n",
"compute_name = \"cpu-cluster\"\n",
"max_trials = 5\n",
"exp_name = \"dpv2-classifier-experiment\""
]
},
Expand Down Expand Up @@ -250,8 +249,8 @@
"classification_job.set_limits(\n",
" timeout_minutes=600,\n",
" trial_timeout_minutes=20,\n",
" max_trials=max_trials,\n",
" # max_concurrent_trials = 4,\n",
" max_trials=10,\n",
" # max_concurrent_trials=2,\n",
" # max_cores_per_trial: -1,\n",
" enable_early_termination=True,\n",
")\n",
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5 changes: 2 additions & 3 deletions ...s/automl-classification-task-bankmarketing/automl-classification-task-bankmarketing.ipynb
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Expand Up @@ -196,7 +196,6 @@
"source": [
"# General job parameters\n",
"compute_name = \"cpu-cluster\"\n",
"max_trials = 5\n",
"exp_name = \"dpv2-classifier-experiment\""
]
},
Expand Down Expand Up @@ -237,8 +236,8 @@
"classification_job.set_limits(\n",
" timeout_minutes=600,\n",
" trial_timeout_minutes=20,\n",
" max_trials=max_trials,\n",
" # max_concurrent_trials = 4,\n",
" max_trials=10,\n",
" # max_concurrent_trials=2,\n",
" # max_cores_per_trial: -1,\n",
" enable_early_termination=True,\n",
")\n",
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5 changes: 2 additions & 3 deletions ...automl-standalone-jobs/automl-forecasting-github-dau/auto-ml-forecasting-github-dau.ipynb
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Expand Up @@ -294,7 +294,6 @@
"outputs": [],
"source": [
"# general job parameters\n",
"max_trials = 5\n",
"exp_name = \"sdkv2-forecasting-github-dau\"\n",
"\n",
"target_column_name = \"count\"\n",
Expand Down Expand Up @@ -324,8 +323,8 @@
"forecasting_job.set_limits(\n",
" timeout_minutes=120,\n",
" trial_timeout_minutes=30,\n",
" max_trials=max_trials,\n",
" max_concurrent_trials=4,\n",
" max_trials=10,\n",
" max_concurrent_trials=2,\n",
")\n",
"\n",
"# Specialized properties for Time Series Forecasting training\n",
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3 changes: 1 addition & 2 deletions .../automl-forecasting-orange-juice-sales/automl-forecasting-orange-juice-sales-mlflow.ipynb
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Expand Up @@ -396,7 +396,6 @@
"outputs": [],
"source": [
"# General job parameters.\n",
"max_trials = 5\n",
"exp_name = \"dpv2-forecasting-experiment\"\n",
"target_column_name = \"Quantity\"\n",
"\n",
Expand Down Expand Up @@ -505,7 +504,7 @@
"forecasting_job.set_limits(\n",
" timeout_minutes=60,\n",
" trial_timeout_minutes=20,\n",
" max_trials=max_trials,\n",
" max_trials=10,\n",
" enable_early_termination=True,\n",
")\n",
"\n",
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2 changes: 1 addition & 1 deletion ...l-standalone-jobs/automl-forecasting-task-bike-share/auto-ml-forecasting-bike-share.ipynb
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Expand Up @@ -378,7 +378,7 @@
" timeout_minutes=18,\n",
" trial_timeout_minutes=5,\n",
" enable_early_termination=True,\n",
" max_concurrent_trials=4,\n",
" max_concurrent_trials=2,\n",
")\n",
"\n",
"# Specialized properties for Time Series Forecasting training\n",
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5 changes: 2 additions & 3 deletions ...utoml-forecasting-task-energy-demand/automl-forecasting-task-energy-demand-advanced.ipynb
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Expand Up @@ -229,7 +229,6 @@
"source": [
"# general job parameters\n",
"compute_name = \"adv-energy-cluster-v2\"\n",
"max_trials = 5\n",
"exp_name = \"dpv2-forecasting-experiment\""
]
},
Expand Down Expand Up @@ -272,8 +271,8 @@
"forecasting_job.set_limits(\n",
" timeout_minutes=600,\n",
" trial_timeout_minutes=20,\n",
" max_trials=max_trials,\n",
" # max_concurrent_trials = 4,\n",
" max_trials=10,\n",
" # max_concurrent_trials=2,\n",
" # max_cores_per_trial: -1,\n",
" enable_early_termination=True,\n",
")\n",
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5 changes: 4 additions & 1 deletion ...nition-task-distributed-sweeping/automl-nlp-text-ner-task-distributed-with-sweeping.ipynb
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Expand Up @@ -387,7 +387,10 @@
")\n",
"\n",
"text_ner_job.set_limits(\n",
" timeout_minutes=120, max_trials=4, max_concurrent_trials=2, max_nodes=4\n",
" timeout_minutes=120,\n",
" max_trials=10,\n",
" max_concurrent_trials=2,\n",
" max_nodes=4\n",
")\n",
"\n",
"text_ner_job.extend_search_space(\n",
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5 changes: 2 additions & 3 deletions ...ml-regression-task-hardware-performance/automl-regression-task-hardware-performance.ipynb
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Expand Up @@ -171,7 +171,6 @@
"source": [
"# general job parameters\n",
"compute_name = \"cpu-cluster\"\n",
"max_trials = 5\n",
"exp_name = \"dpv2-regression-experiment\""
]
},
Expand Down Expand Up @@ -212,8 +211,8 @@
"regression_job.set_limits(\n",
" timeout_minutes=600,\n",
" trial_timeout_minutes=20,\n",
" max_trials=max_trials,\n",
" # max_concurrent_trials = 4,\n",
" max_trials=10,\n",
" # max_concurrent_trials=2,\n",
" # max_cores_per_trial: -1,\n",
" enable_early_termination=True,\n",
")"
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