Deep Learning setup made easy with EC2 Remote Runner and Habana Gaudi
July 26, 2022 — BERT, Habana, HuggingFace, AWS
Index
2022 July
Accelerate Vision Transformer (ViT) with Quantization using Optimum
July 19, 2022 — ViT, OnnxRuntime, HuggingFace, Optimization
Optimizing Transformers for GPUs with Optimum
July 13, 2022 — BERT, OnnxRuntime, HuggingFace, Optimization
Hugging Face Transformers and Habana Gaudi AWS DL1 Instances
July 5, 2022 — BERT, Habana, HuggingFace, Optimum
2022 June
Optimizing Transformers with Hugging Face Optimum
June 30, 2022 — BERT, OnnxRuntime, HuggingFace, Optimization
Convert Transformers to ONNX with Hugging Face Optimum
June 21, 2022 — BERT, HuggingFace, ONNX, Optimum
Setup Deep Learning environment for Hugging Face Transformers with Habana Gaudi on AWS
June 14, 2022 — BERT, Habana, HuggingFace, Optimum
Static Quantization with Hugging Face `optimum` for ~3x latency improvements
June 7, 2022 — BERT, OnnxRuntime, HuggingFace, Quantization
2022 May
Advanced PII detection and anonymization with Hugging Face Transformers and Amazon SageMaker
May 31, 2022 — BERT, PII, HuggingFace, SageMaker
An Amazon SageMaker Inference comparison with Hugging Face Transformers
May 17, 2022 — HuggingFace, AWS, BERT, SageMaker
Semantic Segmantion with Hugging Face's Transformers & Amazon SageMaker
May 3, 2022 — AWS, SegFormer, Vision, Sagemaker
2022 April
Automatic Speech Recogntion with Hugging Face's Transformers & Amazon SageMaker
April 28, 2022 — AWS, Wav2vec2, Speech, Sagemaker
Serverless Inference with Hugging Face's Transformers, DistilBERT and Amazon SageMaker
April 21, 2022 — HuggingFace, AWS, BERT, Serverless
Accelerated document embeddings with Hugging Face Transformers and AWS Inferentia
April 19, 2022 — HuggingFace, AWS, BERT, Inferentia