mx.compile

as donto believed on

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)

mx.compile has 27 facts recorded in Dontopedia across 12 references, with 2 live disagreements.

27 facts·21 predicates·12 sources·2 in dispute

Mostly:rdf:type(2), potentially speeds up(2), applies to anchor more effectively(1)

Inbound mentions (15)

Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.

`isCompatibleWith`Is Compatible With(2)

Phase 2ex:phase-2
Versor Phase 2ex:versor-phase-2

`lacksMxCompile`Lacks Mx Compile(2)

Decode Stepex:decode-step
Their Benchmarkex:their-benchmark

`benefitsSignificantlyMoreFrom`Benefits Significantly More From(1)

Anchor Modeex:anchor-mode

`breaksMxCompile`Breaks Mx Compile(1)

Resonance Attention Python Loopex:resonance-attention-python-loop

`deniesUseOf`Denies Use of(1)

Xenonfunex:xenonfun

`explainsBehaviorOf`Explains Behavior of(1)

Chat Message 3ex:chat-message-3

`forCompatibilityWith`For Compatibility With(1)

Compiled Variantex:compiled-variant

`incompatibleWith`Incompatible With(1)

Rotational Adamwex:rotational-adamw

`isIncompatibleWith`Is Incompatible With(1)

Rotational Adam Wex:rotational-adam-w

`isMxCompile`Is Mx Compile(1)

Training Modeex:training-mode

`needsFixForThroughputGap`Needs Fix for Throughput Gap(1)

Lohe Spherical Plus Lohe V2ex:lohe-spherical-plus-lohe-v2

`noneUse`None Use(1)

Smoketest Runsex:smoketest-runs

`seesModestGainFromCompile`Sees Modest Gain From Compile(1)

Pairwise Modeex:pairwise-mode

Other facts (23)

The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.

23 facts

Predicate	Value	Ref
Rdf:type	Compilation Feature	[10]
Rdf:type	Compiler Feature	[12]
Potentially Speeds Up	Forward Pass	[10]
Potentially Speeds Up	Loss Computation	[10]
Applies to Anchor More Effectively	Anchor Mode	[1]
Fuses Kernels Well	Small Kernel Calls	[1]
Tested Without Layout Changes	Model Layout	[1]
References External Tool	Mx Framework	[1]
Causes No Divergence	Training Divergence	[1]
Potential Speedup Percent	30-50	[1]
Depends on Fixing	Tolist Issue	[2]
Was Identified Blocker	Tolist	[2]
Applies to Decode	Decode Step	[3]
Likely Closes Gap	null	[4]
Used With	Rotational Adamw	[5]
Optimizes Training	Training Run	[6]
Training Step Enabled	true	[6]
Is Python Mlx Feature	null	[7]
References Jax Tool	Jax	[8]
Bakes in Globals	Python Globals	[8]
Applies Speedup to	Rot Adamw Path	[10]
Does Not Affect	Forward Only Path	[10]
Would Help Performance of	Anchor Kan	[10]

Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.

27 undated

—

appliesToAnchorMoreEffectivelyblah/watt-activation/part-62

ex:anchor-mode

—

fusesKernelsWellblah/watt-activation/part-62

ex:small-kernel-calls

—

testedWithoutLayoutChangesblah/watt-activation/part-62

ex:model-layout

—

referencesExternalToolblah/watt-activation/part-62

ex:mx-framework

—

causesNoDivergenceblah/watt-activation/part-62

ex:training-divergence

—

potentialSpeedupPercentblah/watt-activation/part-62

30-50

—

dependsOnFixingblah/watt-activation/part-106

ex:tolist-issue

—

wasIdentifiedBlockerblah/watt-activation/part-106

ex:tolist

—

appliesToDecodeblah/watt-activation/part-157

ex:decode-step

—

likelyClosesGapblah/watt-activation/part-203

null

—

usedWithblah/watt-activation/part-223

ex:rotational-adamw

—

optimizesTrainingblah/watt-activation/part-238

ex:training-run

—

trainingStepEnabledblah/watt-activation/part-238

true

—

isPythonMLXFeatureblah/watt-activation/part-456

null

—

referencesJaxToolblah/watt-activation/part-275

ex:jax

—

bakesInGlobalsblah/watt-activation/part-275

ex:python-globals

—

labelblah/watt-activation/84

mx.compile

—

typeblah/watt-activation/220

ex:CompilationFeature

—

labelblah/watt-activation/220

mx.compile

—

potentiallySpeedsUpblah/watt-activation/220

ex:forward-pass

—

potentiallySpeedsUpblah/watt-activation/220

ex:loss-computation

—

appliesSpeedupToblah/watt-activation/220

ex:rot-adamw-path

—

doesNotAffectblah/watt-activation/220

ex:forward-only-path

—

wouldHelpPerformanceOfblah/watt-activation/220

ex:anchor-kan

—

labelblah/watt-activation/222

mx.compile

—

typeblah/watt-activation/447

ex:CompilerFeature

—

labelblah/watt-activation/447

mx.compile

References (12)

12 references

[1]Part 626 facts
ctx:discord/blah/watt-activation/part-62
[2]Part 1062 facts
ctx:discord/blah/watt-activation/part-106
[3]Part 1571 fact
ctx:discord/blah/watt-activation/part-157
[4]Part 2031 fact
ctx:discord/blah/watt-activation/part-203
[5]Part 2231 fact
ctx:discord/blah/watt-activation/part-223
[6]Part 2382 facts
ctx:discord/blah/watt-activation/part-238
[7]Part 4561 fact
ctx:discord/blah/watt-activation/part-456
[8]Part 2752 facts
ctx:discord/blah/watt-activation/part-275
[9]841 fact
ctx:discord/blah/watt-activation/84
- full textwatt-activation-84
  text/plain3 KBdoc:agent/watt-activation-84/16e41088-c84d-4a6f-9c2d-56d69830cfa6
  Show excerpt
  [2026-03-07 20:41] xenonfun: okay some instant issues with this much data: ``` The problem: mx.eval(loss, model.parameters(), optimizer.state) traverses the full tree of 113M params + Adam's 2x state every step. For the compiled path, mx.ev…
[10]2207 facts
ctx:discord/blah/watt-activation/220
- full textwatt-activation-220
  text/plain3 KBdoc:agent/watt-activation-220/5c7f4a28-90e7-46de-ae1e-9e19a58c8d65
  Show excerpt
  [2026-03-11 04:42] xenonfun: FFN DFT — much richer specialization than spectral: ``` ┌─────┬───────┬────────┬────────────────┬────────────────┐ │ blk │ r │ FFN DC │ dominant mode │ pattern │ ├─────┼───────┼────────┼───────…
[11]2221 fact
ctx:discord/blah/watt-activation/222
- full textwatt-activation-222
  text/plain3 KBdoc:agent/watt-activation-222/d8201f0f-b5d1-4b50-9f4e-2aca2c0d4c1e
  Show excerpt
  [2026-03-11 05:02] xenonfun: ⏺ mx.compile with RotationalAdamW is a dead end — the optimizer creates new array objects on each step, so inputs=[model.state] captures stale references. The error "array without primitive" is exactly what CL…
[12]4472 facts
ctx:discord/blah/watt-activation/447
- full textwatt-activation-447
  text/plain2 KBdoc:agent/watt-activation-447/eb6b6320-13b6-4a43-9fc0-605d1212edf9
  Show excerpt
  [2026-03-21 02:19] xenonfun: ``` ⏺ All phases complete. Here's the summary: Versor Extraction — Complete 20/20 tests pass, 686/686 full suite clean. What succeeded ┌───────────────────────────────┬───────────────────────────────…

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mx.compile

Inbound mentions (15)

isCompatibleWithIs Compatible With(2)

lacksMxCompileLacks Mx Compile(2)

benefitsSignificantlyMoreFromBenefits Significantly More From(1)

breaksMxCompileBreaks Mx Compile(1)

deniesUseOfDenies Use of(1)

explainsBehaviorOfExplains Behavior of(1)

forCompatibilityWithFor Compatibility With(1)

incompatibleWithIncompatible With(1)

isIncompatibleWithIs Incompatible With(1)

isMxCompileIs Mx Compile(1)

needsFixForThroughputGapNeeds Fix for Throughput Gap(1)

noneUseNone Use(1)

seesModestGainFromCompileSees Modest Gain From Compile(1)

Other facts (23)

Timeline

References (12)

See also

Keep researching

`isCompatibleWith`Is Compatible With(2)

`lacksMxCompile`Lacks Mx Compile(2)

`benefitsSignificantlyMoreFrom`Benefits Significantly More From(1)

`breaksMxCompile`Breaks Mx Compile(1)

`deniesUseOf`Denies Use of(1)

`explainsBehaviorOf`Explains Behavior of(1)

`forCompatibilityWith`For Compatibility With(1)

`incompatibleWith`Incompatible With(1)

`isIncompatibleWith`Is Incompatible With(1)

`isMxCompile`Is Mx Compile(1)

`needsFixForThroughputGap`Needs Fix for Throughput Gap(1)

`noneUse`None Use(1)

`seesModestGainFromCompile`Sees Modest Gain From Compile(1)