Posts by Tag

• pytorch 6
• code 5
• computer-vision 3
• convnext 2
• resnet 1
• python 1
• CUDA 1
• optimization 1

pytorch

Fastest Matrix NMS in the West (Part 1): A Naive Implementation

6 minute read

Introduction to Matrix NMS, plus a naive implementation and its problems.

Distributed Training with DistributedDataParallel

7 minute read

Ultilize multiple GPUs accross multiple machines for your training with a simple model wrapper.

Distrbuted Communication in PyTorch

6 minute read

Introduction to torch.distributed

Multiprocessing in Python and PyTorch

10 minute read

Introduction to multiprocessing and torch.multiprocessing

From Resnet to ConvNeXt (Part 2): Modernizing a Vanilla ResNet

11 minute read

Progression from ResNet to ConvNeXt, step by step explained with code in PyTorch.

From Resnet to ConvNeXt (Part 1): ResNet with Better Training Techniques

9 minute read

Motivation of the paper and a refresher on ResNet with better training techniques, in PyTorch.

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code

Fastest Matrix NMS in the West (Part 1): A Naive Implementation

6 minute read

Introduction to Matrix NMS, plus a naive implementation and its problems.

Distributed Training with DistributedDataParallel

7 minute read

Ultilize multiple GPUs accross multiple machines for your training with a simple model wrapper.

Distrbuted Communication in PyTorch

6 minute read

Introduction to torch.distributed

From Resnet to ConvNeXt (Part 2): Modernizing a Vanilla ResNet

11 minute read

Progression from ResNet to ConvNeXt, step by step explained with code in PyTorch.

From Resnet to ConvNeXt (Part 1): ResNet with Better Training Techniques

9 minute read

Motivation of the paper and a refresher on ResNet with better training techniques, in PyTorch.

Back to top ↑

computer-vision

Fastest Matrix NMS in the West (Part 1): A Naive Implementation

6 minute read

Introduction to Matrix NMS, plus a naive implementation and its problems.

From Resnet to ConvNeXt (Part 2): Modernizing a Vanilla ResNet

11 minute read

Progression from ResNet to ConvNeXt, step by step explained with code in PyTorch.

From Resnet to ConvNeXt (Part 1): ResNet with Better Training Techniques

9 minute read

Motivation of the paper and a refresher on ResNet with better training techniques, in PyTorch.

Back to top ↑

convnext

From Resnet to ConvNeXt (Part 2): Modernizing a Vanilla ResNet

11 minute read

Progression from ResNet to ConvNeXt, step by step explained with code in PyTorch.

From Resnet to ConvNeXt (Part 1): ResNet with Better Training Techniques

9 minute read

Motivation of the paper and a refresher on ResNet with better training techniques, in PyTorch.

Back to top ↑

resnet

From Resnet to ConvNeXt (Part 1): ResNet with Better Training Techniques

9 minute read

Motivation of the paper and a refresher on ResNet with better training techniques, in PyTorch.

Back to top ↑

python

Multiprocessing in Python and PyTorch

10 minute read

Introduction to multiprocessing and torch.multiprocessing

Back to top ↑

CUDA

Fastest Matrix NMS in the West (Part 1): A Naive Implementation

6 minute read

Introduction to Matrix NMS, plus a naive implementation and its problems.

Back to top ↑

optimization

Fastest Matrix NMS in the West (Part 1): A Naive Implementation

6 minute read

Introduction to Matrix NMS, plus a naive implementation and its problems.

Back to top ↑