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SO-HMS: A Universal Optimization Framework for Complex Multi-Objective Systems
ryujinchoi
ryujinchoi
ryujinchoi
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Jun 8
SO-HMS: A Universal Optimization Framework for Complex Multi-Objective Systems
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pytorch
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opensource
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machinelearning
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architecture
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1 min read
PyTorch from Scratch — Part 1: Tensors, Gradients & Activations
Meclin A Francis
Meclin A Francis
Meclin A Francis
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Jun 6
PyTorch from Scratch — Part 1: Tensors, Gradients & Activations
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pytorch
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python
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deeplearning
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beginners
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5 min read
AI Coding Tools for Machine Learning Engineers in 2026: Jupyter, PyTorch, and the CUDA Trap
Jovan Chan
Jovan Chan
Jovan Chan
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Jun 2
AI Coding Tools for Machine Learning Engineers in 2026: Jupyter, PyTorch, and the CUDA Trap
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machinelearning
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jupyter
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pytorch
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cursor
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5 min read
Carbon-Aware Model Training: Scheduling GPU Workloads Around Electricity Carbon Intensity
Nilofer 🚀
Nilofer 🚀
Nilofer 🚀
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Jun 6
Carbon-Aware Model Training: Scheduling GPU Workloads Around Electricity Carbon Intensity
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pytorch
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python
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machinelearning
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opensource
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7 min read
Why JAX Is a Much Better Backend for Quantum Circuit Simulation Than PyTorch
Shixin Zhang
Shixin Zhang
Shixin Zhang
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Jun 6
Why JAX Is a Much Better Backend for Quantum Circuit Simulation Than PyTorch
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jax
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pytorch
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3 min read
Our event-camera detector lost 6 mAP to a badly chosen accumulation window
Marco Rinaldi
Marco Rinaldi
Marco Rinaldi
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Jun 1
Our event-camera detector lost 6 mAP to a badly chosen accumulation window
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computervision
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machinelearning
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pytorch
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mlops
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4 min read
From Bayesian to deep knowledge tracing — upgrading NumPath's student model with a PyTorch LSTM
Oscar Rieken
Oscar Rieken
Oscar Rieken
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Jun 1
From Bayesian to deep knowledge tracing — upgrading NumPath's student model with a PyTorch LSTM
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numpath
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adaptivelearning
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pytorch
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python
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5 min read
Tracing torch.cuda.empty_cache() on an RTX 4090 - Where Do the 53 MB Go?
Ingero Team
Ingero Team
Ingero Team
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May 28
Tracing torch.cuda.empty_cache() on an RTX 4090 - Where Do the 53 MB Go?
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gpu
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cuda
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pytorch
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debugging
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5 min read
QAT vs PTQ on our edge vision model: 6 months of A/B data
Marco Rinaldi
Marco Rinaldi
Marco Rinaldi
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May 28
QAT vs PTQ on our edge vision model: 6 months of A/B data
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machinelearning
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computervision
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mlops
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pytorch
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4 min read
Structured channel pruning got our detector under 12ms on a Jetson
Marco Rinaldi
Marco Rinaldi
Marco Rinaldi
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May 29
Structured channel pruning got our detector under 12ms on a Jetson
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computervision
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pytorch
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machinelearning
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mlops
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4 min read
Serving 40 LoRA adapters on one base model: the throughput we got
Marcus Chen
Marcus Chen
Marcus Chen
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May 29
Serving 40 LoRA adapters on one base model: the throughput we got
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machinelearning
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llm
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pytorch
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mlops
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4 min read
torch.compile recompiled our SDXL UNet 38 times in production
Elise Moreau
Elise Moreau
Elise Moreau
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May 29
torch.compile recompiled our SDXL UNet 38 times in production
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pytorch
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machinelearning
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computervision
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mlops
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4 min read
LLM-as-judge variance broke our DPO training signal for 3 weeks
Marcus Chen
Marcus Chen
Marcus Chen
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May 27
LLM-as-judge variance broke our DPO training signal for 3 weeks
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machinelearning
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mlops
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llm
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pytorch
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4 min read
The bf16 grad accumulator that killed our SDXL LoRA training
Elise Moreau
Elise Moreau
Elise Moreau
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May 27
The bf16 grad accumulator that killed our SDXL LoRA training
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machinelearning
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pytorch
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mlops
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computervision
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4 min read
Why Your PyTorch Training Crawls on a Beefy GPU (And How to Fix It)
Alan West
Alan West
Alan West
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May 24
Why Your PyTorch Training Crawls on a Beefy GPU (And How to Fix It)
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pytorch
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performance
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machinelearning
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gpu
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5 min read
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