tech talks
Sign in
Register
Open main menu
Sign in
Register
Filters
1
Tags
Speakers
Events
Sort By
Newest First
Oldest First
Title A-Z
Title Z-A
Clear All Filters
Filters
Tags
Speakers
Events
Sort By
Newest First
Oldest First
Title A-Z
Title Z-A
Clear All Filters
22 min
Supercharging Recommender Systems: Unleashing the Power of Distributed Model Training
MLOps World - MLOps World & Generative AI World 2024
Susrutha Gongalla
recommender-systems
distributed-training
data-parallelism
stitch-fix
machine-learning
pytorch
gpu-computing
model-training
deep-learning
scalability
python
41 min
Finding training inefficiencies with CentML DeepView
MLOps World - MLOps World & Generative AI World 2024
Yubo Gao
visual-profiler
training-throughput
batch-size
mixed-precision
tensor-cores
flash-attention
deep-learning
machine-learning
performance-optimization
profiling
gpu-utilization
pytorch
tensorflow
model-deployment
cost-optimization
energy-efficiency
24 min
Large Language Model Training and Serving at LinkedIn
MLOps World - MLOps World & Generative AI World 2024
Dre Olgiati
llm
large-language-models
ai
machine-learning
mlops
training
gpu
kubernetes
python
tensorflow
pytorch
kernels
optimization
memory-management
transformer
8 min
Streamlining AI Deployments
MLOps World - MLOps World & Generative AI World 2024
Vasilis Vagias
ai
llm
mlops
deployment
optimization
inference
compiler
pytorch
docker
gpu
api
27 min
Catching Tensor Shape Errors without Running Your Code
PyCon - PyCon US 2023
Pradeep Srinivasan
machine-learning
tensor-shapes
type-checking
python
numpy
pytorch
debugging
static-analysis
ml-development
broadcasting
25 min
Advancements in High-Performance AI/ML through PyTorch's Python Compiler
PyCon - PyCon US 2023
Sam Gross
Justin Jeffress
Suraj Subramanian
pytorch
python
ai
ml
compiler
performance
gpu
deep-learning
jit
dynamo
triton
2h 10m
Intro to Hugging Face: Fine-tuning BERT for NLP tasks
PyCon - PyCon US 2023
Juhi Chandalia
Dana Engebretson
nlp
hugging-face
bert
pytorch
transformer-architecture
transfer-learning
fine-tuning
sentiment-analysis
text-classification
natural-language-processing
deep-learning
machine-learning