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State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

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Related to **Model/Framework(s) or something else (describe)** *Examples:* * *GNMT/PyTorch* * *AMP* * *Tensorflow 2.0* * *Jupyter notebooks* **Is your feature request related to a problem? Please describe.** A clear...

enhancement

**Note of Repudiation for Negligence to the Liliti STK Project 3.6.9** I, Felipe Marcos de Abreu Aquino, data scientist and machine learning engineer, express my vehement repudiation of the negligence...

Corrected a typo in the Image Classification documentation. Changed "Convolution Neural Networks" to "Convolutional Neural Networks." Note: The diff shows additional changes due to line endings or whitespace normalization, but...

Related to **Model/Framework(s)** *SSD/PyTorch* **Describe the bug** ``` DLL 2024-09-05 08:00:14.587129 - PARAMETER dataset path : /coco epochs : 65 batch size : 64│F1Help F2Setup F3SearchF4FilterF5List F6SortByF7Nice -F8Nice +F9Kill F10Quit...

bug

Why haven't the performance data for PyTorch BERT been updated since 2022? Is this repo no longer maintained? *Examples:* * *PyTorch* **Additional context** ![Image](https://github.com/user-attachments/assets/58231585-e89a-4207-970e-5aa8b3bce247)

enhancement

Related to **Resnet50/pytorch** **Describe the bug** source code link https://github.com/NVIDIA/DeepLearningExamples/blob/master/PyTorch/Classification/ConvNets/image_classification/dataloaders.py#L153 If here define the pipeline with param dali_cpu=Ture, then the output of images = self.res(images) is already a gpu DataNode....

bug

Related to **Model/Framework(s) or something else (describe)** *Examples:* * *GNMT/PyTorch* * *AMP* * *Tensorflow 2.0* * *Jupyter notebooks* **Is your feature request related to a problem? Please describe.** A clear...

enhancement

Related to **Model/Framework(s)** *(e.g. GNMT/PyTorch or FasterTransformer/All)* **Describe the bug** A clear and concise description of what the bug is. **To Reproduce** Steps to reproduce the behavior: 1. Install '...'...

bug

. ### **Passo a passo para criar o projeto "NeurAurora 4.0" com Django** 1. **Instalação do Django**: Primeiro, certifique-se de que você tem o Django instalado. Se não, você pode...