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The Correct Way to Measure Inference Time of Deep Neural Networks | Deci
The Correct Way to Measure Inference Time of Deep Neural Networks | Deci

Lightning Talk: Accelerating Inference on CPU with Torch.Compile - Jiong  Gong, Intel - YouTube
Lightning Talk: Accelerating Inference on CPU with Torch.Compile - Jiong Gong, Intel - YouTube

Nora Belrose on X: "the @huggingface implementation of swin transformer v2  outputs NaN at initialization when you change the image size or number of  channels from the default https://t.co/AXMahI2ptl" / X
Nora Belrose on X: "the @huggingface implementation of swin transformer v2 outputs NaN at initialization when you change the image size or number of channels from the default https://t.co/AXMahI2ptl" / X

TorchServe: Increasing inference speed while improving efficiency -  deployment - PyTorch Dev Discussions
TorchServe: Increasing inference speed while improving efficiency - deployment - PyTorch Dev Discussions

Getting Started with NVIDIA Torch-TensorRT - YouTube
Getting Started with NVIDIA Torch-TensorRT - YouTube

Benchmarking Transformers: PyTorch and TensorFlow | by Lysandre Debut |  HuggingFace | Medium
Benchmarking Transformers: PyTorch and TensorFlow | by Lysandre Debut | HuggingFace | Medium

TorchServe: Increasing inference speed while improving efficiency -  deployment - PyTorch Dev Discussions
TorchServe: Increasing inference speed while improving efficiency - deployment - PyTorch Dev Discussions

PT2 doesn't work well with inference mode · Issue #93042 · pytorch/pytorch  · GitHub
PT2 doesn't work well with inference mode · Issue #93042 · pytorch/pytorch · GitHub

Optimize inference using torch.compile()
Optimize inference using torch.compile()

01_pytorch_workflow.ipynb - Colaboratory
01_pytorch_workflow.ipynb - Colaboratory

Production Inference Deployment with PyTorch - YouTube
Production Inference Deployment with PyTorch - YouTube

How to Convert a Model from PyTorch to TensorRT and Speed Up Inference |  LearnOpenCV #
How to Convert a Model from PyTorch to TensorRT and Speed Up Inference | LearnOpenCV #

01_PyTorch Workflow - 42. timestamp 5:35:00 - Problem with plot_prediction  · mrdbourke pytorch-deep-learning · Discussion #341 · GitHub
01_PyTorch Workflow - 42. timestamp 5:35:00 - Problem with plot_prediction · mrdbourke pytorch-deep-learning · Discussion #341 · GitHub

A BetterTransformer for Fast Transformer Inference | PyTorch
A BetterTransformer for Fast Transformer Inference | PyTorch

Performance of `torch.compile` is significantly slowed down under `torch.inference_mode`  - torch.compile - PyTorch Forums
Performance of `torch.compile` is significantly slowed down under `torch.inference_mode` - torch.compile - PyTorch Forums

torch.inference_mode and tensor subclass: RuntimeError: Cannot set  version_counter for inference tensor · Issue #112024 · pytorch/pytorch ·  GitHub
torch.inference_mode and tensor subclass: RuntimeError: Cannot set version_counter for inference tensor · Issue #112024 · pytorch/pytorch · GitHub

Inference mode complains about inplace at torch.mean call, but I don't use  inplace · Issue #70177 · pytorch/pytorch · GitHub
Inference mode complains about inplace at torch.mean call, but I don't use inplace · Issue #70177 · pytorch/pytorch · GitHub

Deploying PyTorch models for inference at scale using TorchServe | AWS  Machine Learning Blog
Deploying PyTorch models for inference at scale using TorchServe | AWS Machine Learning Blog

PyTorch on X: "4. ⚠️ Inference tensors can't be used outside InferenceMode  for Autograd operations. ⚠️ Inference tensors can't be modified in-place  outside InferenceMode. ✓ Simply clone the inference tensor and you're
PyTorch on X: "4. ⚠️ Inference tensors can't be used outside InferenceMode for Autograd operations. ⚠️ Inference tensors can't be modified in-place outside InferenceMode. ✓ Simply clone the inference tensor and you're

E_11. Validation / Test Loop Pytorch - Deep Learning Bible - 2.  Classification - Eng.
E_11. Validation / Test Loop Pytorch - Deep Learning Bible - 2. Classification - Eng.

Creating a PyTorch Neural Network with ChatGPT | by Al Lucas | Medium
Creating a PyTorch Neural Network with ChatGPT | by Al Lucas | Medium

E_11. Validation / Test Loop Pytorch - Deep Learning Bible - 2.  Classification - Eng.
E_11. Validation / Test Loop Pytorch - Deep Learning Bible - 2. Classification - Eng.

Accelerated CPU Inference with PyTorch Inductor using torch.compile |  PyTorch
Accelerated CPU Inference with PyTorch Inductor using torch.compile | PyTorch

Optimized PyTorch 2.0 inference with AWS Graviton processors | AWS Machine  Learning Blog
Optimized PyTorch 2.0 inference with AWS Graviton processors | AWS Machine Learning Blog

Use inference_mode instead of no_grad for pth v1.9.0 · Issue #2193 ·  pytorch/ignite · GitHub
Use inference_mode instead of no_grad for pth v1.9.0 · Issue #2193 · pytorch/ignite · GitHub