Index

Symbols

**kwargs (lightning.fabric.fabric.Fabric.backward parameter) (lightning.fabric.fabric.Fabric.call parameter) (lightning.fabric.fabric.Fabric.launch parameter) (lightning.fabric.loggers.TensorBoardLogger parameter), [1] (lightning.fabric.strategies.FSDPStrategy parameter), [1] (lightning.fabric.strategies.SingleDeviceStrategy.all_reduce parameter) (lightning.fabric.strategies.Strategy.optimizer_step parameter)

*args (lightning.fabric.fabric.Fabric.backward parameter) (lightning.fabric.fabric.Fabric.call parameter) (lightning.fabric.fabric.Fabric.launch parameter) (lightning.fabric.strategies.SingleDeviceStrategy.all_reduce parameter) *dataloaders (lightning.fabric.fabric.Fabric.setup_dataloaders parameter) *optimizers (lightning.fabric.fabric.Fabric.setup parameter) (lightning.fabric.fabric.Fabric.setup_optimizers parameter)

_

_configure_launcher() (lightning.fabric.strategies.DDPStrategy method) (lightning.fabric.strategies.FSDPStrategy method) (lightning.fabric.strategies.Strategy method) _get_main_address() (lightning.fabric.plugins.environments.lsf.LSFEnvironment method) _get_main_port() (lightning.fabric.plugins.environments.lsf.LSFEnvironment static method)

_get_node_rank() (lightning.fabric.plugins.environments.lsf.LSFEnvironment method) _read_hosts() (lightning.fabric.plugins.environments.lsf.LSFEnvironment static method) _setup_dataloader() (lightning.fabric.fabric.Fabric method) _validate_srun_used() (lightning.fabric.plugins.environments.slurm.SLURMEnvironment static method) _validate_srun_variables() (lightning.fabric.plugins.environments.slurm.SLURMEnvironment static method)

A

Accelerator (class in lightning.fabric.accelerators) accelerator (lightning.fabric.fabric.Fabric parameter), [1] activation_checkpointing (lightning.fabric.strategies.FSDPStrategy parameter), [1] all (lightning.fabric.strategies.DataParallelStrategy.reduce_boolean_decision parameter) (lightning.fabric.strategies.ParallelStrategy.reduce_boolean_decision parameter) all_gather() (lightning.fabric.fabric.Fabric method) (lightning.fabric.strategies.ParallelStrategy method) (lightning.fabric.strategies.SingleDeviceStrategy method) (lightning.fabric.strategies.Strategy method) all_reduce() (lightning.fabric.fabric.Fabric method) (lightning.fabric.strategies.DataParallelStrategy method) (lightning.fabric.strategies.DDPStrategy method) (lightning.fabric.strategies.FSDPStrategy method) (lightning.fabric.strategies.SingleDeviceStrategy method) (lightning.fabric.strategies.Strategy method)

args (lightning.fabric.loggers.CSVLogger.log_hyperparams parameter) (lightning.fabric.loggers.Logger.log_hyperparams parameter) auto_device_count() (lightning.fabric.accelerators.Accelerator static method) (lightning.fabric.accelerators.CPUAccelerator static method) (lightning.fabric.accelerators.CUDAAccelerator static method) (lightning.fabric.accelerators.MPSAccelerator static method) (lightning.fabric.accelerators.TPUAccelerator static method) auto_requeue (lightning.fabric.plugins.environments.slurm.SLURMEnvironment parameter), [1] autocast() (lightning.fabric.fabric.Fabric method)

B

backward() (lightning.fabric.fabric.Fabric method) (lightning.fabric.plugins.precision.MixedPrecision method) (lightning.fabric.plugins.precision.Precision method) (lightning.fabric.strategies.Strategy method) barrier() (lightning.fabric.fabric.Fabric method) (lightning.fabric.strategies.DataParallelStrategy method) (lightning.fabric.strategies.DDPStrategy method) (lightning.fabric.strategies.FSDPStrategy method) (lightning.fabric.strategies.SingleDeviceStrategy method) (lightning.fabric.strategies.Strategy method)

batch (lightning.fabric.strategies.DataParallelStrategy.batch_to_device parameter) (lightning.fabric.strategies.Strategy.batch_to_device parameter) batch_to_device() (lightning.fabric.strategies.DataParallelStrategy method) (lightning.fabric.strategies.Strategy method) broadcast() (lightning.fabric.fabric.Fabric method) (lightning.fabric.strategies.DataParallelStrategy method) (lightning.fabric.strategies.DDPStrategy method) (lightning.fabric.strategies.FSDPStrategy method) (lightning.fabric.strategies.SingleDeviceStrategy method) (lightning.fabric.strategies.Strategy method)

C

call() (lightning.fabric.fabric.Fabric method) callbacks (lightning.fabric.fabric.Fabric parameter), [1] checkpoint (lightning.fabric.plugins.io.checkpoint_io.CheckpointIO.save_checkpoint parameter) (lightning.fabric.plugins.io.torch_io.TorchCheckpointIO.save_checkpoint parameter) (lightning.fabric.plugins.io.xla.XLACheckpointIO.save_checkpoint parameter) CheckpointIO (class in lightning.fabric.plugins.io.checkpoint_io) clip_gradients() (lightning.fabric.fabric.Fabric method) clip_gradients_norm() (lightning.fabric.strategies.FSDPStrategy method) (lightning.fabric.strategies.Strategy method) clip_gradients_value() (lightning.fabric.strategies.FSDPStrategy method) (lightning.fabric.strategies.Strategy method) clip_val (lightning.fabric.fabric.Fabric.clip_gradients parameter) ClusterEnvironment (class in lightning.fabric.plugins.environments.cluster_environment) Collective (class in lightning.fabric.plugins.collectives) convert_input() (lightning.fabric.plugins.precision.DoublePrecision method) (lightning.fabric.plugins.precision.MixedPrecision method) (lightning.fabric.plugins.precision.Precision method) (lightning.fabric.plugins.precision.TPUBf16Precision method)

convert_module() (lightning.fabric.plugins.precision.DoublePrecision method) (lightning.fabric.plugins.precision.Precision method) convert_output() (lightning.fabric.plugins.precision.DoublePrecision method) (lightning.fabric.plugins.precision.MixedPrecision method) (lightning.fabric.plugins.precision.Precision method) (lightning.fabric.plugins.precision.TPUBf16Precision method) cpu_offload (lightning.fabric.strategies.FSDPStrategy parameter), [1] CPUAccelerator (class in lightning.fabric.accelerators) create_group() (lightning.fabric.plugins.collectives.Collective method) creates_processes_externally (lightning.fabric.plugins.environments.cluster_environment.ClusterEnvironment property) (lightning.fabric.plugins.environments.kubeflow.KubeflowEnvironment property) (lightning.fabric.plugins.environments.lightning.LightningEnvironment property) (lightning.fabric.plugins.environments.lsf.LSFEnvironment property) (lightning.fabric.plugins.environments.mpi.MPIEnvironment property) (lightning.fabric.plugins.environments.slurm.SLURMEnvironment property) (lightning.fabric.plugins.environments.torchelastic.TorchElasticEnvironment property) (lightning.fabric.plugins.environments.xla.XLAEnvironment property) CSVLogger (class in lightning.fabric.loggers) CUDAAccelerator (class in lightning.fabric.accelerators)

D

data (lightning.fabric.fabric.Fabric.all_gather parameter) (lightning.fabric.fabric.Fabric.all_reduce parameter) dataloader (lightning.fabric.fabric.Fabric._setup_dataloader parameter) (lightning.fabric.strategies.Strategy.process_dataloader parameter) DataParallelStrategy (class in lightning.fabric.strategies) DDPStrategy (class in lightning.fabric.strategies) decision (lightning.fabric.strategies.DataParallelStrategy.reduce_boolean_decision parameter) (lightning.fabric.strategies.ParallelStrategy.reduce_boolean_decision parameter) default_hp_metric (lightning.fabric.loggers.TensorBoardLogger parameter), [1] detect() (lightning.fabric.plugins.environments.cluster_environment.ClusterEnvironment static method) (lightning.fabric.plugins.environments.kubeflow.KubeflowEnvironment static method) (lightning.fabric.plugins.environments.lightning.LightningEnvironment static method) (lightning.fabric.plugins.environments.lsf.LSFEnvironment static method) (lightning.fabric.plugins.environments.mpi.MPIEnvironment static method) (lightning.fabric.plugins.environments.slurm.SLURMEnvironment static method) (lightning.fabric.plugins.environments.torchelastic.TorchElasticEnvironment static method) (lightning.fabric.plugins.environments.xla.XLAEnvironment static method)

device (lightning.fabric.fabric.Fabric property) (lightning.fabric.plugins.precision.MixedPrecision parameter), [1] (lightning.fabric.strategies.DataParallelStrategy.batch_to_device parameter) (lightning.fabric.strategies.Strategy.batch_to_device parameter) devices (lightning.fabric.fabric.Fabric parameter), [1] distributed_sampler_kwargs (lightning.fabric.strategies.DataParallelStrategy property) (lightning.fabric.strategies.DDPStrategy property) (lightning.fabric.strategies.FSDPStrategy property) (lightning.fabric.strategies.ParallelStrategy property) DoublePrecision (class in lightning.fabric.plugins.precision)

E

enabled (lightning.fabric.fabric.Fabric.no_backward_sync parameter) error_if_nonfinite (lightning.fabric.fabric.Fabric.clip_gradients parameter)

experiment (lightning.fabric.loggers.CSVLogger property) (lightning.fabric.loggers.TensorBoardLogger property)

F

Fabric (class in lightning.fabric.fabric) filepath (lightning.fabric.strategies.Strategy.remove_checkpoint parameter) finalize() (lightning.fabric.loggers.CSVLogger method) (lightning.fabric.loggers.Logger method) (lightning.fabric.loggers.TensorBoardLogger method) flush_logs_every_n_steps (lightning.fabric.loggers.CSVLogger parameter), [1]

forward_context() (lightning.fabric.plugins.precision.DoublePrecision method) (lightning.fabric.plugins.precision.MixedPrecision method) (lightning.fabric.plugins.precision.Precision method) FSDPPrecision (class in lightning.fabric.plugins.precision) FSDPStrategy (class in lightning.fabric.strategies) function (lightning.fabric.fabric.Fabric.launch parameter)

G

get_module_state_dict() (lightning.fabric.strategies.DataParallelStrategy method) (lightning.fabric.strategies.DDPStrategy method) (lightning.fabric.strategies.Strategy method) get_optimizer_state() (lightning.fabric.strategies.Strategy method) get_parallel_devices() (lightning.fabric.accelerators.Accelerator static method) (lightning.fabric.accelerators.CPUAccelerator static method) (lightning.fabric.accelerators.CUDAAccelerator static method) (lightning.fabric.accelerators.MPSAccelerator static method) (lightning.fabric.accelerators.TPUAccelerator static method) global_rank (lightning.fabric.fabric.Fabric property) global_rank() (lightning.fabric.plugins.environments.cluster_environment.ClusterEnvironment method) (lightning.fabric.plugins.environments.kubeflow.KubeflowEnvironment method) (lightning.fabric.plugins.environments.lightning.LightningEnvironment method) (lightning.fabric.plugins.environments.lsf.LSFEnvironment method) (lightning.fabric.plugins.environments.mpi.MPIEnvironment method) (lightning.fabric.plugins.environments.slurm.SLURMEnvironment method) (lightning.fabric.plugins.environments.torchelastic.TorchElasticEnvironment method) (lightning.fabric.plugins.environments.xla.XLAEnvironment method)

group (lightning.fabric.fabric.Fabric.all_gather parameter) (lightning.fabric.fabric.Fabric.all_reduce parameter) (lightning.fabric.strategies.DataParallelStrategy.all_reduce parameter) (lightning.fabric.strategies.DDPStrategy.all_reduce parameter) (lightning.fabric.strategies.FSDPStrategy.all_reduce parameter) (lightning.fabric.strategies.Strategy.all_gather parameter) (lightning.fabric.strategies.Strategy.all_reduce parameter) group_separator (lightning.fabric.loggers.Logger property)

H

hook_name (lightning.fabric.fabric.Fabric.call parameter)

I

input_array (lightning.fabric.loggers.Logger.log_graph parameter) (lightning.fabric.loggers.TensorBoardLogger.log_graph parameter) is_available() (lightning.fabric.accelerators.Accelerator static method) (lightning.fabric.accelerators.CPUAccelerator static method) (lightning.fabric.accelerators.CUDAAccelerator static method) (lightning.fabric.accelerators.MPSAccelerator static method) (lightning.fabric.accelerators.TPUAccelerator static method)

is_global_zero (lightning.fabric.fabric.Fabric property) (lightning.fabric.strategies.ParallelStrategy property) (lightning.fabric.strategies.SingleDeviceStrategy property) (lightning.fabric.strategies.Strategy property)

K

KubeflowEnvironment (class in lightning.fabric.plugins.environments.kubeflow)

kwargs (lightning.fabric.loggers.CSVLogger.log_hyperparams parameter) (lightning.fabric.loggers.Logger.log_hyperparams parameter)

L

launch() (lightning.fabric.fabric.Fabric method) LightningEnvironment (class in lightning.fabric.plugins.environments.lightning) load() (lightning.fabric.fabric.Fabric method) load_checkpoint() (lightning.fabric.plugins.io.checkpoint_io.CheckpointIO method) (lightning.fabric.plugins.io.torch_io.TorchCheckpointIO method) (lightning.fabric.strategies.Strategy method) load_module_state_dict() (lightning.fabric.strategies.DataParallelStrategy method) (lightning.fabric.strategies.DDPStrategy method) (lightning.fabric.strategies.Strategy method) load_state_dict() (lightning.fabric.plugins.precision.MixedPrecision method) (lightning.fabric.plugins.precision.Precision method) local_rank (lightning.fabric.fabric.Fabric property) local_rank() (lightning.fabric.plugins.environments.cluster_environment.ClusterEnvironment method) (lightning.fabric.plugins.environments.kubeflow.KubeflowEnvironment method) (lightning.fabric.plugins.environments.lightning.LightningEnvironment method) (lightning.fabric.plugins.environments.lsf.LSFEnvironment method) (lightning.fabric.plugins.environments.mpi.MPIEnvironment method) (lightning.fabric.plugins.environments.slurm.SLURMEnvironment method) (lightning.fabric.plugins.environments.torchelastic.TorchElasticEnvironment method) (lightning.fabric.plugins.environments.xla.XLAEnvironment method)

log() (lightning.fabric.fabric.Fabric method) log_dict() (lightning.fabric.fabric.Fabric method) log_dir (lightning.fabric.loggers.CSVLogger property) (lightning.fabric.loggers.Logger property) (lightning.fabric.loggers.TensorBoardLogger property) log_graph() (lightning.fabric.loggers.Logger method) (lightning.fabric.loggers.TensorBoardLogger method) log_hyperparams() (lightning.fabric.loggers.CSVLogger method) (lightning.fabric.loggers.Logger method) (lightning.fabric.loggers.TensorBoardLogger method) log_metrics() (lightning.fabric.loggers.CSVLogger method) (lightning.fabric.loggers.Logger method) (lightning.fabric.loggers.TensorBoardLogger method) Logger (class in lightning.fabric.loggers) logger (lightning.fabric.fabric.Fabric property) loggers (lightning.fabric.fabric.Fabric parameter), [1] (lightning.fabric.fabric.Fabric property) LSFEnvironment (class in lightning.fabric.plugins.environments.lsf)

M

main_address (lightning.fabric.plugins.environments.cluster_environment.ClusterEnvironment property) (lightning.fabric.plugins.environments.kubeflow.KubeflowEnvironment property) (lightning.fabric.plugins.environments.lightning.LightningEnvironment property) (lightning.fabric.plugins.environments.lsf.LSFEnvironment property) (lightning.fabric.plugins.environments.mpi.MPIEnvironment property) (lightning.fabric.plugins.environments.slurm.SLURMEnvironment property) (lightning.fabric.plugins.environments.torchelastic.TorchElasticEnvironment property) (lightning.fabric.plugins.environments.xla.XLAEnvironment property) main_params() (lightning.fabric.plugins.precision.Precision method) main_port (lightning.fabric.plugins.environments.cluster_environment.ClusterEnvironment property) (lightning.fabric.plugins.environments.kubeflow.KubeflowEnvironment property) (lightning.fabric.plugins.environments.lightning.LightningEnvironment property) (lightning.fabric.plugins.environments.lsf.LSFEnvironment property) (lightning.fabric.plugins.environments.mpi.MPIEnvironment property) (lightning.fabric.plugins.environments.slurm.SLURMEnvironment property) (lightning.fabric.plugins.environments.torchelastic.TorchElasticEnvironment property) (lightning.fabric.plugins.environments.xla.XLAEnvironment property) map_location (lightning.fabric.plugins.io.checkpoint_io.CheckpointIO.load_checkpoint parameter) (lightning.fabric.plugins.io.torch_io.TorchCheckpointIO.load_checkpoint parameter) max_norm (lightning.fabric.fabric.Fabric.clip_gradients parameter) metrics (lightning.fabric.fabric.Fabric.log_dict parameter) (lightning.fabric.loggers.CSVLogger.log_metrics parameter) (lightning.fabric.loggers.Logger.log_metrics parameter) (lightning.fabric.loggers.TensorBoardLogger.log_hyperparams parameter) (lightning.fabric.loggers.TensorBoardLogger.log_metrics parameter)

mixed_precision (lightning.fabric.strategies.FSDPStrategy parameter), [1] MixedPrecision (class in lightning.fabric.plugins.precision) model (lightning.fabric.fabric.Fabric.backward parameter) (lightning.fabric.loggers.Logger.log_graph parameter) (lightning.fabric.loggers.TensorBoardLogger.log_graph parameter) (lightning.fabric.plugins.precision.MixedPrecision.backward parameter) (lightning.fabric.plugins.precision.Precision.backward parameter) module (lightning.fabric.fabric.Fabric.clip_gradients parameter) (lightning.fabric.fabric.Fabric.no_backward_sync parameter) (lightning.fabric.fabric.Fabric.setup parameter) (lightning.fabric.fabric.Fabric.setup_module parameter) (lightning.fabric.plugins.precision.Precision.post_backward parameter) (lightning.fabric.plugins.precision.Precision.pre_backward parameter) module_sharded_context() (lightning.fabric.strategies.FSDPStrategy method) module_to_device() (lightning.fabric.strategies.DataParallelStrategy method) (lightning.fabric.strategies.DDPStrategy method) (lightning.fabric.strategies.FSDPStrategy method) (lightning.fabric.strategies.SingleDeviceStrategy method) (lightning.fabric.strategies.Strategy method) move_to_device (lightning.fabric.fabric.Fabric._setup_dataloader parameter) (lightning.fabric.fabric.Fabric.setup parameter) (lightning.fabric.fabric.Fabric.setup_dataloaders parameter) (lightning.fabric.fabric.Fabric.setup_module parameter) MPIEnvironment (class in lightning.fabric.plugins.environments.mpi) MPSAccelerator (class in lightning.fabric.accelerators)

N

name (lightning.fabric.fabric.Fabric.log parameter) (lightning.fabric.loggers.CSVLogger parameter), [1] (lightning.fabric.loggers.CSVLogger property) (lightning.fabric.loggers.Logger property) (lightning.fabric.loggers.TensorBoardLogger parameter), [1] (lightning.fabric.loggers.TensorBoardLogger property) (lightning.fabric.strategies.DataParallelStrategy.barrier parameter) (lightning.fabric.strategies.DDPStrategy.barrier parameter) (lightning.fabric.strategies.FSDPStrategy.barrier parameter) (lightning.fabric.strategies.SingleDeviceStrategy.barrier parameter) (lightning.fabric.strategies.Strategy.barrier parameter)

no_backward_sync() (lightning.fabric.fabric.Fabric method) node_rank (lightning.fabric.fabric.Fabric property) node_rank() (lightning.fabric.plugins.environments.cluster_environment.ClusterEnvironment method) (lightning.fabric.plugins.environments.kubeflow.KubeflowEnvironment method) (lightning.fabric.plugins.environments.lightning.LightningEnvironment method) (lightning.fabric.plugins.environments.lsf.LSFEnvironment method) (lightning.fabric.plugins.environments.mpi.MPIEnvironment method) (lightning.fabric.plugins.environments.slurm.SLURMEnvironment method) (lightning.fabric.plugins.environments.torchelastic.TorchElasticEnvironment method) (lightning.fabric.plugins.environments.xla.XLAEnvironment method) norm_type (lightning.fabric.fabric.Fabric.clip_gradients parameter) num_nodes (lightning.fabric.fabric.Fabric parameter), [1]

O

obj (lightning.fabric.fabric.Fabric.broadcast parameter) (lightning.fabric.fabric.Fabric.to_device parameter) (lightning.fabric.strategies.DataParallelStrategy.broadcast parameter) (lightning.fabric.strategies.DDPStrategy.broadcast parameter) (lightning.fabric.strategies.FSDPStrategy.broadcast parameter) (lightning.fabric.strategies.SingleDeviceStrategy.broadcast parameter) (lightning.fabric.strategies.Strategy.broadcast parameter)

optimizer (lightning.fabric.fabric.Fabric.clip_gradients parameter) (lightning.fabric.strategies.Strategy.optimizer_step parameter) optimizer_step() (lightning.fabric.plugins.precision.MixedPrecision method) (lightning.fabric.plugins.precision.Precision method) (lightning.fabric.plugins.precision.TPUPrecision method) (lightning.fabric.strategies.Strategy method)

P

ParallelStrategy (class in lightning.fabric.strategies) params (lightning.fabric.loggers.CSVLogger.log_hyperparams parameter) (lightning.fabric.loggers.Logger.log_hyperparams parameter) (lightning.fabric.loggers.TensorBoardLogger.log_hyperparams parameter) parse_devices() (lightning.fabric.accelerators.Accelerator static method) (lightning.fabric.accelerators.CPUAccelerator static method) (lightning.fabric.accelerators.CUDAAccelerator static method) (lightning.fabric.accelerators.MPSAccelerator static method) (lightning.fabric.accelerators.TPUAccelerator static method) path (lightning.fabric.fabric.Fabric.load parameter) (lightning.fabric.fabric.Fabric.save parameter) (lightning.fabric.plugins.io.checkpoint_io.CheckpointIO.load_checkpoint parameter) (lightning.fabric.plugins.io.checkpoint_io.CheckpointIO.remove_checkpoint parameter) (lightning.fabric.plugins.io.checkpoint_io.CheckpointIO.save_checkpoint parameter) (lightning.fabric.plugins.io.torch_io.TorchCheckpointIO.load_checkpoint parameter) (lightning.fabric.plugins.io.torch_io.TorchCheckpointIO.remove_checkpoint parameter) (lightning.fabric.plugins.io.torch_io.TorchCheckpointIO.save_checkpoint parameter) (lightning.fabric.plugins.io.xla.XLACheckpointIO.save_checkpoint parameter) (lightning.fabric.strategies.Strategy.load_checkpoint parameter) (lightning.fabric.strategies.Strategy.save_checkpoint parameter)

plugins (lightning.fabric.fabric.Fabric parameter), [1] post_backward() (lightning.fabric.plugins.precision.Precision method) pre_backward() (lightning.fabric.plugins.precision.Precision method) Precision (class in lightning.fabric.plugins.precision) precision (lightning.fabric.fabric.Fabric parameter), [1] (lightning.fabric.plugins.precision.MixedPrecision parameter), [1] prefix (lightning.fabric.loggers.CSVLogger parameter), [1] (lightning.fabric.loggers.TensorBoardLogger parameter), [1] print() (lightning.fabric.fabric.Fabric method) process_dataloader() (lightning.fabric.strategies.Strategy method)

R

reduce_boolean_decision() (lightning.fabric.strategies.DataParallelStrategy method) (lightning.fabric.strategies.ParallelStrategy method) (lightning.fabric.strategies.Strategy method) reduce_op (lightning.fabric.fabric.Fabric.all_reduce parameter) (lightning.fabric.strategies.DataParallelStrategy.all_reduce parameter) (lightning.fabric.strategies.DDPStrategy.all_reduce parameter) (lightning.fabric.strategies.FSDPStrategy.all_reduce parameter) (lightning.fabric.strategies.Strategy.all_reduce parameter) remove_checkpoint() (lightning.fabric.plugins.io.checkpoint_io.CheckpointIO method) (lightning.fabric.plugins.io.torch_io.TorchCheckpointIO method) (lightning.fabric.strategies.Strategy method) requeue_signal (lightning.fabric.plugins.environments.slurm.SLURMEnvironment parameter), [1]

resolve_root_node_address() (lightning.fabric.plugins.environments.slurm.SLURMEnvironment static method) root_device (lightning.fabric.strategies.DataParallelStrategy property) (lightning.fabric.strategies.DDPStrategy property) (lightning.fabric.strategies.FSDPStrategy property) (lightning.fabric.strategies.SingleDeviceStrategy property) (lightning.fabric.strategies.Strategy property) root_dir (lightning.fabric.loggers.CSVLogger parameter), [1] (lightning.fabric.loggers.CSVLogger property) (lightning.fabric.loggers.Logger property) (lightning.fabric.loggers.TensorBoardLogger parameter), [1] (lightning.fabric.loggers.TensorBoardLogger property) run() (lightning.fabric.fabric.Fabric method)

S

save() (lightning.fabric.fabric.Fabric method) (lightning.fabric.loggers.CSVLogger method) (lightning.fabric.loggers.Logger method) (lightning.fabric.loggers.TensorBoardLogger method) save_checkpoint() (lightning.fabric.plugins.io.checkpoint_io.CheckpointIO method) (lightning.fabric.plugins.io.torch_io.TorchCheckpointIO method) (lightning.fabric.plugins.io.xla.XLACheckpointIO method) (lightning.fabric.strategies.Strategy method) scaler (lightning.fabric.plugins.precision.MixedPrecision parameter), [1] seed_everything() (lightning.fabric.fabric.Fabric static method) setup() (lightning.fabric.fabric.Fabric method) setup_dataloaders() (lightning.fabric.fabric.Fabric method) setup_device() (lightning.fabric.accelerators.Accelerator method) (lightning.fabric.accelerators.CPUAccelerator method) (lightning.fabric.accelerators.CUDAAccelerator method) (lightning.fabric.accelerators.MPSAccelerator method) (lightning.fabric.accelerators.TPUAccelerator method) setup_environment() (lightning.fabric.strategies.DDPStrategy method) (lightning.fabric.strategies.FSDPStrategy method) (lightning.fabric.strategies.Strategy method) setup_module() (lightning.fabric.fabric.Fabric method) (lightning.fabric.strategies.DataParallelStrategy method) (lightning.fabric.strategies.DDPStrategy method) (lightning.fabric.strategies.FSDPStrategy method) (lightning.fabric.strategies.Strategy method) setup_module_and_optimizers() (lightning.fabric.strategies.FSDPStrategy method) (lightning.fabric.strategies.Strategy method) setup_optimizer() (lightning.fabric.strategies.FSDPStrategy method) (lightning.fabric.strategies.Strategy method) setup_optimizers() (lightning.fabric.fabric.Fabric method) sharded_model() (lightning.fabric.fabric.Fabric method) SingleDeviceCollective (class in lightning.fabric.plugins.collectives) SingleDeviceStrategy (class in lightning.fabric.strategies)

SingleTPUStrategy (class in lightning.fabric.strategies) SLURMEnvironment (class in lightning.fabric.plugins.environments.slurm) src (lightning.fabric.fabric.Fabric.broadcast parameter) (lightning.fabric.strategies.DataParallelStrategy.broadcast parameter) (lightning.fabric.strategies.DDPStrategy.broadcast parameter) (lightning.fabric.strategies.FSDPStrategy.broadcast parameter) (lightning.fabric.strategies.SingleDeviceStrategy.broadcast parameter) (lightning.fabric.strategies.Strategy.broadcast parameter) state (lightning.fabric.fabric.Fabric.load parameter) (lightning.fabric.fabric.Fabric.save parameter) (lightning.fabric.strategies.Strategy.load_checkpoint parameter) (lightning.fabric.strategies.Strategy.save_checkpoint parameter) state_dict (lightning.fabric.plugins.precision.MixedPrecision.load_state_dict parameter) (lightning.fabric.plugins.precision.Precision.load_state_dict parameter) state_dict() (lightning.fabric.plugins.precision.MixedPrecision method) (lightning.fabric.plugins.precision.Precision method) status (lightning.fabric.loggers.CSVLogger.finalize parameter) (lightning.fabric.loggers.Logger.finalize parameter) (lightning.fabric.loggers.TensorBoardLogger.finalize parameter) step (lightning.fabric.fabric.Fabric.log parameter) (lightning.fabric.fabric.Fabric.log_dict parameter) (lightning.fabric.loggers.CSVLogger.log_metrics parameter) (lightning.fabric.loggers.Logger.log_metrics parameter) (lightning.fabric.loggers.TensorBoardLogger.log_metrics parameter) storage_options (lightning.fabric.plugins.io.checkpoint_io.CheckpointIO.save_checkpoint parameter) (lightning.fabric.plugins.io.torch_io.TorchCheckpointIO.save_checkpoint parameter) (lightning.fabric.plugins.io.xla.XLACheckpointIO.save_checkpoint parameter) (lightning.fabric.strategies.Strategy.save_checkpoint parameter) Strategy (class in lightning.fabric.strategies) strategy (lightning.fabric.fabric.Fabric parameter), [1] sub_dir (lightning.fabric.loggers.TensorBoardLogger parameter), [1] (lightning.fabric.loggers.TensorBoardLogger property) sync_grads (lightning.fabric.fabric.Fabric.all_gather parameter) (lightning.fabric.strategies.Strategy.all_gather parameter)

T

teardown() (lightning.fabric.accelerators.Accelerator method) (lightning.fabric.accelerators.CPUAccelerator method) (lightning.fabric.accelerators.CUDAAccelerator method) (lightning.fabric.accelerators.MPSAccelerator method) (lightning.fabric.accelerators.TPUAccelerator method) (lightning.fabric.plugins.environments.cluster_environment.ClusterEnvironment method) (lightning.fabric.plugins.environments.lightning.LightningEnvironment method) (lightning.fabric.plugins.io.checkpoint_io.CheckpointIO method) (lightning.fabric.plugins.precision.Precision method) (lightning.fabric.plugins.precision.TPUBf16Precision method) (lightning.fabric.strategies.ParallelStrategy method) (lightning.fabric.strategies.Strategy method) tensor (lightning.fabric.fabric.Fabric.backward parameter) (lightning.fabric.plugins.precision.MixedPrecision.backward parameter) (lightning.fabric.plugins.precision.Precision.backward parameter) (lightning.fabric.plugins.precision.Precision.post_backward parameter) (lightning.fabric.plugins.precision.Precision.pre_backward parameter) (lightning.fabric.strategies.DataParallelStrategy.all_reduce parameter) (lightning.fabric.strategies.DDPStrategy.all_reduce parameter) (lightning.fabric.strategies.FSDPStrategy.all_reduce parameter) (lightning.fabric.strategies.SingleDeviceStrategy.all_reduce parameter) (lightning.fabric.strategies.Strategy.all_gather parameter) (lightning.fabric.strategies.Strategy.all_reduce parameter)

TensorBoardLogger (class in lightning.fabric.loggers) to_device() (lightning.fabric.fabric.Fabric method) TorchCheckpointIO (class in lightning.fabric.plugins.io.torch_io) TorchCollective (class in lightning.fabric.plugins.collectives) TorchElasticEnvironment (class in lightning.fabric.plugins.environments.torchelastic) TPUAccelerator (class in lightning.fabric.accelerators) TPUBf16Precision (class in lightning.fabric.plugins.precision) TPUPrecision (class in lightning.fabric.plugins.precision)

U

use_distributed_sampler (lightning.fabric.fabric.Fabric._setup_dataloader parameter) (lightning.fabric.fabric.Fabric.setup_dataloaders parameter)

V

value (lightning.fabric.fabric.Fabric.log parameter) version (lightning.fabric.loggers.CSVLogger parameter), [1] (lightning.fabric.loggers.CSVLogger property) (lightning.fabric.loggers.Logger property) (lightning.fabric.loggers.TensorBoardLogger parameter), [1] (lightning.fabric.loggers.TensorBoardLogger property)

W

world_size (lightning.fabric.fabric.Fabric property) world_size() (lightning.fabric.plugins.environments.cluster_environment.ClusterEnvironment method) (lightning.fabric.plugins.environments.kubeflow.KubeflowEnvironment method) (lightning.fabric.plugins.environments.lightning.LightningEnvironment method) (lightning.fabric.plugins.environments.lsf.LSFEnvironment method) (lightning.fabric.plugins.environments.mpi.MPIEnvironment method) (lightning.fabric.plugins.environments.slurm.SLURMEnvironment method) (lightning.fabric.plugins.environments.torchelastic.TorchElasticEnvironment method) (lightning.fabric.plugins.environments.xla.XLAEnvironment method)

X

XLACheckpointIO (class in lightning.fabric.plugins.io.xla)

XLAEnvironment (class in lightning.fabric.plugins.environments.xla)