digital-garbageandClaude Opus 5 ce046fdfd8 perf(studio): time the learning stages, so a slow run names itself ...

The encoder tally answered "is it the encoder" — at 24.9s it is 2% — and the
next question is which learning stage the rest is. 2.4s at three rated samples
and 24.9s at five is not smooth growth, and the shape of that curve says
nothing about which stage draws it.

Times the six that can dominate a run: phrase memory, conditioning memory, the
three value functions, and applying the learned direction. One line, stages
over 0.05s only, costliest first.

Measurement only.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

2026-08-25 13:56:05 +03:00

..

_comfy_stubs.py

feat(lora): report weights that match by name but not by shape

2026-08-22 23:18:36 +03:00

conftest.py

test: kill the 22 chronic failures — they were stub collisions, not redundant tests

2026-08-03 11:48:58 +03:00

test_alg_guidance.py

feat: schedules for every sampler, a usable frames field, ALG on any sampler

2026-08-11 03:53:11 +03:00

test_bachvid_kv.py

KV-Lock Phase 2: variance-gated scheduler drives BachVid injection

2026-06-21 17:14:06 +03:00

test_batched_phrase_vectors.py

perf(studio): classify every uncertain phrase in one encode instead of one each

2026-08-25 13:36:23 +03:00

test_category_vector_cache.py

perf(studio): embed the category descriptions once per encoder, not once per run

2026-08-25 13:34:08 +03:00

test_conditioning_payload_length.py

fix(studio): a learned direction survives a prompt whose length changed

2026-08-23 10:24:19 +03:00

test_context_windows.py

fix: don't reject projects saved with the old context_window_schedule names

2026-07-31 18:10:10 +03:00

test_cut_opening.py

fix: cut_opening_frames cuts decoded pixels, not latents (noisy first frame)

2026-08-11 23:47:51 +03:00

test_detailing.py

fix: drop guide keyframes on a resized second pass; unify the two ALG switches

2026-08-11 23:39:47 +03:00

test_diagnostics.py

feat: FUNPACK_FAULTHANDLER for crashes and hangs

2026-08-23 04:35:41 +03:00

test_dynashift.py

DynaShift intake: bank the quality-missing rating family, not just intrusions

2026-07-04 06:29:46 +03:00

test_encode_tally.py

perf(studio): count text-encoder passes by purpose, per run

2026-08-25 13:32:44 +03:00

test_encoder_family.py

fix(studio): right tokenizer family, and never the network first

2026-08-23 04:32:44 +03:00

test_finite_sample_guard.py

fix: the H3 v2a hint only fires when JoyAI audio memory is on; guard the inputs too

2026-08-04 22:48:15 +03:00

test_funpack_log.py

feat: report failures, stop repeating standing conditions

2026-08-22 17:59:01 +03:00

test_gguf_support.py

revert(gguf): back to the load path from 6f04642

2026-08-23 08:12:43 +03:00

test_h3_latent_upscaler.py

feat(detailing): load MiniMax H3's latent upscaler natively

2026-08-21 00:03:43 +03:00

test_h3_token_weights.py

fix(h3): weight every learned phrase that is in the prompt, uncapped

2026-08-23 10:15:37 +03:00

test_host_memory.py

feat: cap ComfyUI's pinned memory without a launch flag

2026-08-23 04:17:41 +03:00

test_identity_transfer.py

Identity transfer: support ComfyUI's new RoPE matrix layout

2026-07-29 17:28:35 +03:00

test_joyai_memory.py

editor: JoyAI-Echo paired audio memory + v2a coupling (phase 2)

2026-06-24 19:04:32 +03:00

test_ksampler_schedule.py

feat: schedules for every sampler, a usable frames field, ALG on any sampler

2026-08-11 03:53:11 +03:00

test_loaders.py

revert(gguf): back to the load path from 6f04642

2026-08-23 08:12:43 +03:00

test_loop_style.py

Loop roll v2: content-only roll — guides and audio memory stay pinned

2026-07-15 21:55:22 +03:00

test_lora_shape_mismatch.py

diag(lora): say which file dropped weights, and how much of it

2026-08-25 11:42:22 +03:00

test_ltx25_compat.py

fix: two LTX-2.5 assumptions that would have failed silently

2026-08-11 22:36:38 +03:00

test_mask_safe_attention.py

test: kill the 22 chronic failures — they were stub collisions, not redundant tests

2026-08-03 11:48:58 +03:00

test_minimax_h3_audio_clock.py

feat(samplers): optional second_pass_sampler

2026-08-23 03:25:10 +03:00

test_minimax_h3_sampler.py

fix(sampler): gate steering on schedule position, not absolute sigma

2026-08-21 01:55:27 +03:00

test_minimax_h3_studio.py

fix(studio): the wire is the instruction — drop the ownership toggle

2026-08-23 09:12:22 +03:00

test_minimax_h3.py

fix: spare H3 token tags are trimmed, not thrown away

2026-08-05 15:48:25 +03:00

test_negative_erase.py

fix(studio): cap the negative_erase renorm gain

2026-08-23 03:52:45 +03:00

test_per_block_any_model.py

feat(lora): per-block application works on any model, not just LTX

2026-08-25 13:10:49 +03:00

test_project_editor_settings.py

feat: the project remembers your Editor settings, so a new rental doesn't reset them

2026-08-06 19:41:18 +03:00

test_pulse_temporal.py

Add Pulse temporal style with per-scene ease-down segments

2026-06-10 16:50:19 +03:00

test_quality_sharpness_ksampler.py

feat(samplers): quality sharpness on any KSampler

2026-08-23 00:08:57 +03:00

test_reference_conditioning_ownership.py

fix(studio): Bounded Attention was overwriting the wired conditioning

2026-08-23 09:40:01 +03:00

test_reference_row_protection.py

fix(h3): the tokenizer's labels are not the user's prompt

2026-08-23 09:55:21 +03:00

test_refinement_keys.py

fix: atomic refinement-key deletion + surface keyless Absolute store

2026-06-24 22:53:08 +03:00

test_run_phase.py

fix: don't reject projects saved with the old context_window_schedule names

2026-07-31 18:10:10 +03:00

test_scene_chain_sampler.py

test: kill the 22 chronic failures — they were stub collisions, not redundant tests

2026-08-03 11:48:58 +03:00

test_scene_wrapper_hygiene.py

fix(sampler): sweep leaked hooks below the blocks; log a hook census per run

2026-08-20 19:14:24 +03:00

test_score_slider.py

sampler: contrastive-pair FreeSliders — minus pole from learned bad_dir

2026-06-24 17:14:25 +03:00

test_second_pass_layout_conds.py

fix: drop guide keyframes on a resized second pass; unify the two ALG switches

2026-08-11 23:39:47 +03:00

test_second_pass_multiscene.py

fix: multi-scene chains work with a resolution-changing second pass

2026-08-12 00:05:52 +03:00

test_second_pass.py

feat(samplers): optional second_pass_sampler

2026-08-23 03:25:10 +03:00

test_shortcut_revolver.py

Shortcut revolver: no-repeat cycling through multi-replacement shortcuts

2026-07-06 05:26:21 +03:00

test_sla_attention.py

refactor(loaders): SLA composes with the attention backend instead of replacing it

2026-08-20 23:36:01 +03:00

test_stage_timing.py

perf(studio): time the learning stages, so a slow run names itself

2026-08-25 13:56:05 +03:00

test_state_io_tally.py

perf(studio): report what the refinement key costs, and what is making it big

2026-08-25 13:48:35 +03:00

test_studio_wasted_encodes.py

perf(studio): don't locate phrase ranges for a patch that already declined

2026-08-25 13:26:43 +03:00

test_tensor_sidecar.py

perf(studio): keep the key's tensors in a binary sidecar, not as base64 in its JSON

2026-08-25 13:54:01 +03:00

test_v2_category_alignment.py

feat(lora): a LoRA's filename no longer decides how relevant it is

2026-08-25 13:04:22 +03:00