organization_name
or project_name
as **kwargs
.sweep_name
(str) : Sweep name.organization_name
or project_name
as **kwargs
.organization_name
or project_name
as **kwargs
. Pass use_git_diff=True
if you want to run experiment with uncommitted changes and pass use_git_diff_untracked=True
if you want to run untracked changes(only valid if use_git_diff
is set).objective
(OrmSweepObjective) : A sweep objective including goal, metric, and type.max_experiment_count
(int) : The maximum number of experiments to run.parallel_experiment_count
(int) : The number of experiments to run in parallel.max_failed_experiment_count
(int) : The maximum number of experiments to allow to fail.algorithm
(str) : Parameter suggestion algorithm. grid
, random
, or bayesian
.parameters
(List[OrmParameter]) : A list of parameters to search.cluster_name
(str) : Cluster name(must be specified before other options).start_command
(str) : Start command to execute in experiment container.kernel_resource_spec_name
(str) : Resource type to run an experiment (for managed cluster only). Defaults to None.cpu_limit
(float) : Number of vCPUs (for custom cluster only). Defaults to None.memory_limit
(str) : Memory limit in GiB (for custom cluster only). Defaults to None.gpu_type
(str) : GPU type (for custom cluster only). Defaults to None.gpu_limit
(int) : Number of GPU cores (for custom cluster only). Defaults to None.kernel_image_url
(str) : Kernel docker image URL. Defaults to None.early_stopping_name
(str) : Early stopping algorithm name. Defaults to None.early_stopping_settings
(List[Tuple[str, str]]) : Early stopping algorithm settings. Defaults to None.message
(str) : Message. Defaults to None.hyperparameters
(List[str]) : A list of hyperparameters. Defaults to None.dataset_mounts
(List[str]) : A list of dataset mounts. Defaults to None.git_ref_mounts
(List[str]) : A list of git repository mounts. Defaults to None.git_diff_mount
(str) : Git diff mounts. Defaults to None.archive_file_mount
(str) : Local archive file mounts. Defaults to None.root_volume_size
(str) : Root volume size. Defaults to None.working_dir
(str) : Working directory path. Defaults to None.output_dir
(str) : Output directory path. Defaults to "/output/". processor_type(str) cpu or gpu (for custom cluster only). Defaults to None.organization_name
or project_name
as **kwargs
.sweep_name
(str) : Sweep name.organization_name
or project_name
as **kwargs
.sweep_name
(str) : Sweep name.tail
(int) : The number of lines to display from the end. Display all if -1. Defaults to 200.organization_name
or project_name
as **kwargs
.sweep_name
(str) : Sweep name.