environments Training documentation

Training

Environments in this category

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• acft-hf-nlp-gpu

  Environment used by Hugging Face NLP Finetune components

• acft-mmdetection-image-gpu

  Environment used by MMDetection Image Finetune components

• acft-mmtracking-video-gpu

  Environment used by MMTracking Video Finetune components

• acft-multimodal-gpu

  Environment used by Multimodal classification Finetune components

• acft-transformers-image-gpu

  Environment used by HuggingFace Transformers Image Finetune components

• acpt-automl-image-framework-selector-gpu

  Environment used by framework selector component for automl image workloads

• acpt-pytorch-1.13-cuda11.7

  Recommended environment for Deep Learning with PyTorch on Azure containing the Azure ML SDK with the latest compatible versions of Ubuntu, Python, PyTorch, CUDA\RocM, combined with optimizers like ORT Training,+DeepSpeed+MSCCL+ORT MoE and more. The image introduces preview of new fastcheckpointin...

• acpt-pytorch-2.0-cuda11.7

  Recommended environment for Deep Learning in public preview with PyTorch on Azure containing the Azure ML SDK with the latest compatible versions of Ubuntu, Python, PyTorch, CUDA\RocM, combined with optimizers like ORT Training,+DeepSpeed+MSCCL+ORT MoE and more. The image introduces newly release...

• acpt-pytorch-2.1-cuda12.1

  Recommended environment for Deep Learning in public preview with PyTorch on Azure containing the Azure ML SDK with the latest compatible versions of Ubuntu, Python, PyTorch, CUDA\RocM, combined with optimizers like ORT Training,+DeepSpeed+MSCCL+ORT MoE and more. The image introduces newly release...

• acpt-pytorch-2.2-cuda12.1

  Recommended environment for Deep Learning in public preview with PyTorch on Azure containing the Azure ML SDK with the latest compatible versions of Ubuntu, Python, PyTorch, CUDA\RocM, combined with optimizers like ORT Training,+DeepSpeed+MSCCL+ORT MoE and more. The image introduces newly release...

• lightgbm-3.3

  An environment for tasks such as regression, clustering, and classification with LightGBM. Contains the Azure ML SDK and additional python packages.

• sklearn-1.0

  An environment for tasks such as regression, clustering, and classification with Scikit-learn. Contains the Azure ML SDK and additional python packages.

• sklearn-1.1

  An environment for tasks such as regression, clustering, and classification with Scikit-learn. Contains the Azure ML SDK and additional python packages.

• tensorflow-2.11-cuda11

  An environment for deep learning with Tensorflow containing the Azure ML SDK and additional python packages.

• tensorflow-2.12-cuda11

  An environment for deep learning with Tensorflow containing the Azure ML SDK and additional python packages.