CLI Reference

threading init

Initialize and harden a project.

threading init [PATH]

Option	Description
--no-profile	Skip profiling
--no-optimize	Scan only
--gpu	Force GPU optimization
--cpu-only	Disable GPU

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threading run

Execute locally.

threading run [OPTIONS]

Option	Description
--params FILE	Override parameters
--dry-run	Preview execution
--benchmark	Compare to original

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threading deploy

Deploy to cloud.

threading deploy --target TARGET

Target	Description
gcp-a100	Google Cloud, A100 GPUs
gcp-v100	Google Cloud, V100 GPUs
aws-p4d	AWS, A100 GPUs
aws-p3	AWS, V100 GPUs

Option	Description
--nodes N	Number of nodes
--ephemeral	Terminate after job
--persist	Keep cluster running

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threading ld

Load dataset.

threading ld <URI>

Supported: s3://, gs://, az://, file://

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threading start

Start job execution.

threading start [OPTIONS]

Option	Description
--sweep PARAM=VALUES	Parameter sweep
--max-workers N	Concurrent workers

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threading stop

Stop jobs.

threading stop [OPTIONS]

Option	Description
--force	Immediate termination
--teardown	Terminate cluster

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threading status

Check status.

threading status

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threading logs

View logs.

threading logs [JOB_ID] [-f] [--tail N]

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threading runs

Manage runs.

threading runs list
threading runs show RUN_ID
threading runs diff RUN1 RUN2

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Environment variables

Variable	Description
THREADING_API_KEY	API key
THREADING_CONFIG	Config path
THREADING_LOG_LEVEL	Log verbosity