Dontopedia

Python Mlx Implementation

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

Python Mlx Implementation has 10 facts recorded in Dontopedia across 1 reference.

10 facts·10 predicates·1 sources

Mostly:per token computation(1), total computation(1), recomputation strategy(1)

Maturity scale raw canonical shape-checked rule-derived certified

Other facts (10)

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.

10 facts
PredicateValueRef
Per Token ComputationO(T)[1]
Total ComputationO(T²)[1]
Recomputation Strategyfull recomputation per token[1]
Uses Fallback PathNon Rotor Fallback Path[1]
Has Generate Cached Pathtrue[1]
Requires Mx Eval Synctrue[1]
Involves Python Interpretertrue[1]
Involves Mlx Graph Dispatchtrue[1]
Default Execution HardwareGpu[1]
Current Execution HardwareCpu[1]

Timeline

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.

perTokenComputationblah/watt-activation/452
O(T)
totalComputationblah/watt-activation/452
O(T²)
recomputationStrategyblah/watt-activation/452
full recomputation per token
usesFallbackPathblah/watt-activation/452
ex:non-rotor-fallback-path
hasGenerateCachedPathblah/watt-activation/452
true
requiresMxEvalSyncblah/watt-activation/452
true
involvesPythonInterpreterblah/watt-activation/452
true
involvesMlxGraphDispatchblah/watt-activation/452
true
defaultExecutionHardwareblah/watt-activation/452
ex:gpu
currentExecutionHardwareblah/watt-activation/452
ex:cpu

References (1)

1 references
  1. [1]45210 facts
    ctx:discord/blah/watt-activation/452
    • full textwatt-activation-452
      text/plain3 KBdoc:agent/watt-activation-452/ff1dd4f5-3233-4ae2-8f83-249a90fd3e1d
      Show excerpt
      [2026-03-21 05:42] xenonfun: ⏺ The Rust timings include process startup + weight loading (~230ms), so let me subtract that overhead for a fair comparison: ``` ┌────────┬──────────────────┬──────────────────────────┬─────────┐ │ Tokens │

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