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Commands

pipeline

def pipeline(config, config_file, job_dir, image_dir, samples_file, provider, instance_type, region, vpc_id, bucket, tf_dir, train_cloud, destroy, resize, batch_size, learning_rate_dense, learning_rate_all, epochs_train_dense, epochs_train_all, base_model_name, cloud_tag, create_report, kernel_name, export_html, export_pdf)

Runs the entire pipeline based on config file.

dataprep

def dataprep(config, config_file, image_dir, samples_file, job_dir, resize)

train

def train(config, config_file, job_dir, image_dir, provider, instance_type, region, vpc_id, bucket, tf_dir, train_cloud, destroy, batch_size, learning_rate_dense, learning_rate_all, epochs_train_dense, epochs_train_all, base_model_name, cloud_tag)

evaluate

def evaluate(config, config_file, image_dir, job_dir, create_report, kernel_name, export_html, export_pdf)

cloud

def cloud(config, job_dir, config_file, provider, instance_type, region, vpc_id, bucket, tf_dir, train_cloud, destroy, no_destroy, cloud_tag)