Improve RL speed tracking and checkpoint reports

Add RL Training Lab

perf: reuse codec MSE in demo response

pbc3: restore PIL resampling and fix benchmarks

Remove obsolete training and experiment artifacts

Revert "Merge MPBC3.0.1 for temporary HF testing"

Revert "Align MPBC codec timings and settings"

Align codec timings and expose MPBC settings

Warm codec paths when demo panels open

Optimize MPBC decode for persistent workers

Harden MPBC3.0.1 for HF deployment

brand new training lab wired

better yet just unwiring the training lab from the scripts

cache fix

old pbc live benchmark

speed benchmark reset button

release version, quick benchmark mode to verify

server params fix

speed benchmark tab

jpeg2000 ordering fix

jpeg 2000 + magnifying glass fix

PBC3.0 release version pre-test

rl training environment added

animation cache bust fix 2

animation + sweep fixes, preset update (removed high compression, made compression the new balanced)

preset update

sweep update + fixes + reset

more diversity on flickr images

animation text fix, picsum front page request fix

picsum photo fix

JXL support added

quality q dial bump up

magnifier scale up, learned q fix

internal model implemented, tested, gonna test qualitatively

api route fix

api route fix

health check?

sweep fix + reset

improvements & fixes

webp compare fix

fixes and sweep improvements.

sweep tools added, rgba animation fixed

image random rotate fix

two new features downsample warmup and search pipeline shortcuts

seeking pause fix + png reconstruction level drop to reduce overhead

transparency support

animation button added

preload more tbh

preload numba

match codec fix