PyImageSearch

OCTOBER 2, 2023

If CUDA isn’t available but MPS (Metal Performance Shaders, used for Apple devices) is available, DEVICE is set to “mps” If neither CUDA nor MPS is available, DEVICE defaults to cpu. It also defines the class labels dictionary mapping from integer to human-readable format.

Deep Learning 120

Deep Learning Deep Learning Clustering Computer Science 120

Dataconomy

NOVEMBER 30, 2023

Read the Accelerated PyTorch training on Mac Apple Developer guide for instructions.

Python 184

Python AI AI Algorithm 184

PyImageSearch

OCTOBER 23, 2023

If CUDA isn’t available but MPS (Metal Performance Shaders, used for Apple devices) is available, DEVICE is set to “mps” If neither CUDA nor MPS is available, DEVICE defaults to cpu. From Lines 6-12 , we set the DEVICE variable based on the available hardware.

Deep Learning 67

Deep Learning Deep Learning Computer Science Computer Science 67

ODSC - Open Data Science

APRIL 14, 2023

the inclusion of the scaled_dot_product_attention function in the torch.nn.functional module, the MPS backend, and functorch APIs in the torch.func module. The popular open-source ML framework saw improvements in torch.compile serving as the primary API for PyTorch 2.0,

Data Science 98

Data Science AI AI Artificial Intelligence 98

AWS Machine Learning Blog

SEPTEMBER 14, 2023

First, let us load the model: from peft import PeftModel, PeftConfig import torch from transformers import AutoModelForCausalLM device = 'cuda' if torch.cuda.is_available() else 'mps' if torch.backends.mps.is_available() else 'cpu' config = PeftConfig.from_pretrained("./model")

AWS 103

AWS Machine Learning Machine Learning Python 103

AWS Machine Learning Blog

NOVEMBER 30, 2023

Factual Knowledge: Evaluate language models’ ability to reproduce real world facts. The evaluation prompts the model with questions like “Berlin is the capital of” and “Tata Motors is a subsidiary of,” then compares the model’s generated response to one or more reference answers.

Algorithm 86

Algorithm AWS ML ML 86