re:cinq's Napkins
Welcome to our collection of napkin challenges. Each napkin represents a unique problem-solution pair, drawn in the classic "back-of-the-napkin" style. These visual representations help break down complex problems into simple, understandable solutions.
MODEL VERSIONINGEXPERIMENT TRACKING
The Model Reproducibility Riddle
DISTRIBUTED TRAININGGPU SYNCHRONIZATION
Training Coordination Challenge
DATA BOTTLENECKGPU NETWORKING
Network Choke
INFERENCE OPTIMIZATIONGPU LOAD BALANCING
Inference Lag
AI WORKLOAD MANAGEMENTGPU SCHEDULING
Inference and Training Workload Clash
STORAGE BOTTLENECKSGPU UTILIZATION
GPUs Data Starvation
RESOURCE ALLOCATIONGPU SCHEDULING
GPU Scheduling Problem
MEMORY FRAGMENTATIONGPU ALLOCATION
GPU Memory Chaos
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