Projects in Awesome Lists tagged with gradient-accumulation
A curated list of projects in awesome lists tagged with gradient-accumulation .
https://github.com/rentruewang/koila
Prevent PyTorch's `CUDA error: out of memory` in just 1 line of code.
deep-learning gradient-accumulation lazy-evaluation machine-learning memory-management neural-network out-of-memory python pytorch
Last synced: 01 May 2025
https://github.com/hkproj/pytorch-transformer-distributed
Distributed training (multi-node) of a Transformer model
collective-communication data-parallelism deep-learning distributed-data-parallel distributed-training gradient-accumulation machine-learning model-parallelism pytorch tutorial
Last synced: 06 May 2025
https://github.com/andreped/gradientaccumulator
:dart: Accumulated Gradients for TensorFlow 2
accumulated-batch-normalization accumulated-gradients adaptive-gradient-clipping batch-size deep-learning distributed-training float16 gpu gradient-accumulation hacktoberfest huggingface keras memory-constraints mixed-precision multi-gpu tensorflow tensorflow2 tf2 tpu
Last synced: 13 Apr 2025
https://github.com/tanyachutani/gradient-accumulation-tensorflow2.x
Gradient Accumulation with Tensorflow2.x
computer-vision gradient-accumulation image-classification keras tensorflow tf2
Last synced: 01 May 2026
https://github.com/satvikpraveen/lightningmasterpro
Comprehensive PyTorch Lightning framework featuring 20+ educational notebooks, advanced ML patterns, and production-ready workflows. Covers vision, NLP, tabular, and time series domains with distributed training, mixed precision, custom loops, and deployment pipelines. Complete with synthetic data generators and testing.
artificial-intelligence computer-vision data-science deep-learning distributed-training gradient-accumulation machine-learning mixed-precision mlops model-deployment model-training natural-language-processing neural-networks onnx-export python pytorch pytorch-lightning tabular-data time-series torchscript
Last synced: 06 May 2026
https://github.com/behradsadeghi/flower-classification-efficientnet
Classifying images of flowers into 17 categories using EfficientNet-B0 and PyTorch.
cnn deep-learning efficientnet gradient-accumulation image-classification mixed-precision pytorch transfer-learning
Last synced: 21 Jan 2026
