itwinai 0.3
No due date
58% complete
- Pipeline representation for use cases
- Integrated use cases:
- MNIST (TF, torch, lightning)
- CERN (TF, lightning)
- CMCC (TF)
- Virgo (torch)
- TorchDistributedTrainer (data-parallel, multi-GPU)
- TensorFlowDistributedTrainer (data-parallel, multi-worker, multi-GPU)
- Generic Logger
- Containerized environment:
- Run on HPC with SLURM
- Auto-build images via GH actions,…
- Pipeline representation for use cases
- Integrated use cases:
- MNIST (TF, torch, lightning)
- CERN (TF, lightning)
- CMCC (TF)
- Virgo (torch)
- TorchDistributedTrainer (data-parallel, multi-GPU)
- TensorFlowDistributedTrainer (data-parallel, multi-worker, multi-GPU)
- Generic Logger
- Containerized environment:
- Run on HPC with SLURM
- Auto-build images via GH actions, for each use case