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DDP and pl.LightningDataModule parallelization Issues
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1
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503
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March 29, 2023
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Single-Node multi-GPU Deepspeed training fails with cuda OOM on Azure
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0
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1460
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March 24, 2023
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Parallelizing batchsize-1 fully-convolutional training on multiple GPUs (one triplet per GPU)
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1
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408
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March 15, 2023
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DistributedDataParallel multi GPU barely faster than single GPU
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2
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1198
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March 10, 2023
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RAM Held by workers after validation
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1
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536
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March 10, 2023
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SLURM Runtime Error due to "ntasks" variable
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3
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1612
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March 6, 2023
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Runing ddp accross two machines
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3
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1271
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March 3, 2023
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Multi-GPU/Multi-Node training with WebDataset
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3
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3468
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March 2, 2023
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Try... except statement with DDPSpawn
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2
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413
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February 24, 2023
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Cannot pickle torch._C.Generator object — Multi-GPU training
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2
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1993
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February 20, 2023
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End all distributed process after ddp
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4
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1671
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February 10, 2023
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Rank_zero_only Callback in ddp
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2
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1960
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January 30, 2023
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Multi-GPU, TorchMetrics, incorrect aggregation
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0
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448
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January 24, 2023
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Multi-GPU training issue - DDP strategy. Training hangs upon distributed GPU initialisation
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3
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2957
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January 18, 2023
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How to apply multiple GPUs on not `training_step`?
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3
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869
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January 4, 2023
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RuntimeError: Cannot re-initialize CUDA in forked subprocess
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6
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6709
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December 15, 2022
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0/1% GPU Utilization when using 1 GPU, but Higher GPU Utilization with 2+ GPUS
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0
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1057
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December 8, 2022
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FullyShardedDataParallel no memory decrease
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7
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1505
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December 8, 2022
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Multi-GPU training crashes after some time due to NVLink error (xid74)
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2
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1327
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November 26, 2022
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Difference between the checkpoint val_cer and real val_cer on the validation set
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0
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372
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November 15, 2022
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How to propagate errors async in distributed training
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1
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751
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November 10, 2022
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Training not proceeding
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0
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812
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August 4, 2022
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Collective mismatch at end of training epoch
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0
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982
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July 30, 2022
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How do I know I have fully utilized my gpus?
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0
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523
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July 25, 2022
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DDP with Multiple gpus is not providing gains
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1
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435
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June 30, 2022
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How to initialize tensors that are in the right device when DDP are used
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0
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703
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May 27, 2022
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Accumulated Gradients + DDP in Contrastive Learning?
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1
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1108
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April 15, 2022
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Is Lightning more memory intensive than regular pytorch?
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0
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363
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April 5, 2022
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Correct approach to calculate metrics in DDP setting
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1
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1794
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April 4, 2022
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Multi-GPU with SLURM failed at initialization
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1
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1314
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April 4, 2022
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