Marine Debris Roadmap v5

SHARED POLICY · PRIMARY COMPETITION GPU

RTX4090 Competition Training Policy

Use RTX4090 as the primary competition training GPU and calibrate each model against its own memory and runtime behavior.

PRIMARY GPU · RTX4090MODEL-SPECIFIC CALIBRATIONDIRECT COMPETITION PATH
RTX4090primary competition training GPU
1024 × 1024standardized baseline resolution
34frozen source classes
model-specificphysical batch calibration
GPU preflight
Real BS1 smoke
Physical-batch calibration
Numerical qualification
Checkpoint / resume
Canonical full training
Standalone verificationSelect the best reproducible checkpoint using project map_50, then freeze evidence.
Next candidate