All twelve directed part pairs, so every part can be both the input and the answer. Eight of these are new; the four from v1.0.0 are unchanged and carry the same weights and hashes.
| input | Drums | Bass | Melody | Harmony |
|---|---|---|---|---|
| Drums | — | 0.4208 | 0.5199 | 0.3051 |
| Bass | 0.5308 | — | 0.5397 | 0.3037 |
| Melody | 0.5405 | 0.4455 | — | 0.3027 |
| Harmony | 0.6017 | 0.4516 | 0.5675 | — |
Val loss after 8 epochs, all on lmdc_17243_2bar_4res at 32 steps and 3.3M parameters.
hits-encdec-models-1.1.0.zip holds one model.pt per run, which is all you need to run a model. hits-encdec-checkpoints-1.1.0.zip also carries the optimizer state for resuming training; its weights are verified identical to the ones in the other archive. Both include a MANIFEST.json with each run's parts, dataset, epochs, val loss and sha256.
The hosted interface at p3zo.github.io/rhythmic-relationships runs int8 ONNX exports of these same weights.