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How to ensure all ranks flush their caches during training using DeepSpeed Stage3
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2
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5144
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May 25, 2023
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Manual Optimization with Deepspeed
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0
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365
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May 19, 2023
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Module not able to find parameters requiring a gradient
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1
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2101
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May 5, 2023
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Is it possible to run part of the model in deepspeed/fsdp and rest in ddp
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1
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699
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April 28, 2023
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Lack of documentation on deepspeed / fsdp
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0
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843
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April 24, 2023
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Converting deepspeed checkpoints to fp32 checkpoint
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2
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2038
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April 22, 2023
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FSDP for both pretrained teacher and trainable student
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4
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1198
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April 18, 2023
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How to implement the Dataset or Data module to achieve the following goals?
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0
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201
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April 15, 2023
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Validation sanity check hangs after `all_gather`
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2
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3358
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March 31, 2023
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DDP and pl.LightningDataModule parallelization Issues
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1
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692
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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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1864
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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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537
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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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1805
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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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675
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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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2622
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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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1443
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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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5085
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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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530
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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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2821
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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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2299
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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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3035
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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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537
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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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4173
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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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1042
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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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8529
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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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1394
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December 8, 2022
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FullyShardedDataParallel no memory decrease
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7
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1882
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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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1748
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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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459
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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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1063
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November 10, 2022
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