def create_experiment_for_spec(parameters):
script = 'run_miniimagenet.py'
# this will be also displayed in jobs on prometheus
name = 'tf_reptile_reproduce'
project_name = "deepsense-ai-research/meta-learning-reptile"
python_path = '.:specs'
paths_to_dump = '' # e.g. 'plgrid tensor2tensor', do we need it?
tags = 'mrunner reproduce'.split(' ')
parameters['git_head'] = get_git_head_info()
modes = [
'o15', 'o15t', 'o55', 'o55t', 'o120', 'o120t', 'o520', 'o520t', 'm15',
'm15t', 'm55', 'm55t'
]
reproduction_ckpts = ['ckpt_' + mode for mode in modes]
exclude = ['.idea', 'offline_job.log', 'output', 'neptune.log'
] + reproduction_ckpts
return Experiment(
project=project_name,
name=name,
script=script,
parameters=parameters,
python_path=python_path,
paths_to_dump=paths_to_dump,
tags=tags,
exclude=exclude,
time='2-0:0' # days-hours:minutes
)
def create_experiment_for_spec(parameters):
script = 'baselines/acktr/run_atari_training.py'
# this will be also displayed in jobs on prometheus
name = 'lkryston, acktr sexp'
project_name = "sil-montezuma"
python_path = '.:exp_utils:some/other/utils/path'
paths_to_dump = '' # e.g. 'plgrid tensor2tensor', do we need it?
tags = 'lkryston acktr_sexp expert'.split(' ')
parameters['git_head'] = get_git_head_info()
return Experiment(project=project_name, name=name, script=script,
parameters=parameters, python_path=python_path,
paths_to_dump=paths_to_dump, tags=tags,
time='1-0' # days-hours
)
def create_experiment_for_spec(parameters):
script = 'some_src/experiment.py'
# this will be also displayed in jobs on prometheus
name = 'your initials, experiment name'
project_name = "sandbox"
python_path = '.:some_utils:some/other/utils/path'
paths_to_dump = '' # e.g. 'plgrid tensor2tensor', do we need it?
tags = 'test_user other_tag'.split(' ')
parameters['git_head'] = get_git_head_info()
return Experiment(
project=project_name,
name=name,
script=script,
parameters=parameters,
python_path=python_path,
paths_to_dump=paths_to_dump,
tags=tags,
time='1-0' # days-hours
)
def create_experiment_for_spec(parameters):
script = 'run_omniglot.py'
# this will be also displayed in jobs on prometheus
name = 'tf_reptile_reproduce'
project_name = "deepsense-ai-research/meta-learning-reptile"
python_path = '.:specs'
paths_to_dump = '' # e.g. 'plgrid tensor2tensor', do we need it?
tags = 'mrunner reproduce'.split(' ')
parameters['git_head'] = get_git_head_info()
return Experiment(
project=project_name,
name=name,
script=script,
parameters=parameters,
python_path=python_path,
paths_to_dump=paths_to_dump,
tags=tags,
time='2-0:0' # days-hours:minutes
)
