topic: train
10 modules sharing the train name family (derived from the tree's prefix discipline).
The 'train' topic family in the Nishi sovereign ecosystem focuses on training dynamics and autograd implementations across different computational models. Modules like nx_train_int_vs_softfloat_gate compare integer and softfloat training performance, while nx_train_r1_gate establishes scalar-tape autograd as a foundational element. nx_train_r2_gate extends this to tensor autograd, enabling more complex model training. Together, these modules support the development and optimization of training processes within the ecosystem's modular architecture.
auto-narrated by the local model from this topic's module headers; links verified against the wiki index.
narrated overview -- maintained by the narration lane, module links verified against this wiki.
| module | description | lines | funcs |
|---|---|---|---|
| nx_train_int_vs_softfloat_gate.nx | THE PAYOFF measurement: does INTEGER training actually run FASTER than our | 121 | 6 |
| nx_train_r1_gate.nx | GATE for TRAIN-R1: the scalar-tape autograd keystone. Proves, by RUNNING, that the | 235 | 10 |
| nx_train_r2_gate.nx | GATE for TRAIN-R2 (T6): tensor autograd. Proves, by RUNNING: | 299 | 10 |
| nx_train_r3_gate.nx | GATE for TRAIN-R3 (T7): softmax + cross-entropy + nonlinear training. Proves, by RUNNING: | 292 | 13 |
| nx_train_triage.nx | TRAINING-DYNAMICS TRIAGE library (the team organ that handles what | 181 | 8 |
| nx_train_triage_cli.nx | the Doctor's front door: nx_train_triage_cli <report-file> | 25 | 1 |
| nx_train_triage_gate.nx | the ENGINEER's gate for the training-triage organ. Seven rows: | 104 | 3 |
| nx_train_triage_register.nx | registers the training-triage organ through the Librarian. | 39 | 2 |
| nx_train_triage_sweep.nx | the CONDUCTOR's pulse step that closes the triage wiring callout: | 136 | 4 |
| nx_train_triage_sweep_gate.nx | ENGINEER's gate for the sweep organ. Proves on scratch | 131 | 5 |