II.
LibrarySkill overview
Reference · livelib-skill:data-science-ml--pytorch-trainer
pytorch-trainer overview
PyTorch model training skill with custom training loops, gradient management, and GPU optimization.
Attributes
displayName
pytorch-trainer
description
PyTorch model training skill with custom training loops, gradient management, and GPU optimization.
libraryPath
library/specializations/data-science-ml/skills/pytorch-trainer/SKILL.md
specialization
data-science-ml
contentSummary
# pytorch-trainer
## Overview
PyTorch model training skill with custom training loops, gradient management, GPU optimization, and integration with experiment tracking systems.
## Capabilities
- Custom training loop execution
- Learning rate scheduling (StepLR, CosineAnnealing, OneCycleL
Outgoing edges
lib_applies_to_domain1
- domain:data-science·DomainData Science
lib_belongs_to_specialization1
- specialization:data-science-ml·Specialization
lib_implements_workflow1
- workflow:ml-model-lifecycle·WorkflowML Model Lifecycle
lib_involves_role2
- role:ml-engineer·RoleMachine Learning Engineer
- role:data-scientist·RoleData Scientist
lib_requires_skill_area2
- skill-area:deep-learning-libraries·SkillAreaDeep Learning Libraries and Services
- skill-area:machine-learning-frameworks·SkillAreaMachine Learning Frameworks
Incoming edges
None.