Improve RL speed tracking and checkpoint reports

Improve Training Lab checkpoint workflows

Name training outputs by preset

Improve Training Lab checkpoint tracking

Improve RL training observability and checkpointing

Fix Training Lab checkpoint selection and downloads

Add RL Training Lab

Upload 5 files

perf: reuse codec MSE in demo response

perf: use portable NumPy integral path

exp: test NumPy integral on HF runtime

perf: fuse PBC3 search integral generation

perf: batch PBC3 grid bit I/O

feat: add residual projection experiments

perf: reuse selected reconstructed deltas

Revert "Enable rolling repetition penalty by default"

Upload pbc3_benchmark.db

Enable rolling repetition penalty by default

pbc3: use int16 canvases

pbc3: streamline decoder patch application

Merge origin/main keeping PIL resampling

pbc3: restore PIL resampling and fix benchmarks

pbc3: add direct bicubic patch resampling

pbc3 refactor

pbc3: promote simplified codec

Remove obsolete training and experiment artifacts

Revert "Merge MPBC3.0.1 for temporary HF testing"

Revert "Align MPBC codec timings and settings"

Align MPBC codec timings and settings

Align codec timings and expose MPBC settings

Merge MPBC3.0.1 for temporary HF testing

Warm codec paths when demo panels open

Optimize MPBC decode for persistent workers

Harden MPBC3.0.1 for HF deployment

Add MPBC3.0.1 tiled compression tools

3.1 testing deleted

new 3.1 testing section, testing different stuff now

guess what this time

damn training lab fix again ffs 2347298347987

ffs

requires grad bool dumb fix

training lab fix again 3 2

training lab fix again again

training lab fix again

training lab fix

train lab fix

training lab fix

distill v3 migrate

training lab fixes, better logging and log access

fixed train backend