Standard tasks for IrisML
Project description
irisml-tasks
A collection of tasks for irisml framework.
Visit irisml for the detail.
tasks
assertion
This task throws an exception if the given assertion failed for the input object.
calculate_cosine_similarity
Calculate cosine similarity between two sets of vectors.
download_azure_blob
Download a file from azure blob.
get_current_time
Get the current time in seconds from epoch.
get_dataset_stats
Get statistics of the input dataset.
get_dataset_subset
Create a new dataset with a subset of the input dataset.
get_fake_image_classification_dataset
Create a new dataset with fake classification images.
get_fake_object_detection_dataset
Create a new dataset with fake object detection examples.
get_item
Get an item from a given list.
get_secret_from_azure_keyvault
Get a secret string from Azure KeyVault.
get_topk
Get TopK from a given tensor.
join_filepath
Join a given directory path and a filename.
load_state_dict
Load a specified file to the input model.
run_parallel
Run child tasks in new forked processes.
run_sequential
Run child tasks sequentially on the same process.
save_file
Save the input binary as a file.
save_state_dict
Save the state_dict of the input model.
search_grid_sequential
Grid search hyperparameters in sequential. Run the child tasks and returns a set of parameters that achieved the best result.
upload_azure_blob
Upload a file to azure blob.
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