Experiment 4
From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-06.)
Experiment 4 has 16 facts recorded in Dontopedia across 6 references, with 2 live disagreements.
Mostly:involves(2), rdf:type(2), compares implementation(2)
Maturity scale
raw canonical shape-checked rule-derived certifiedInbound mentions (8)
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.
measuredInMeasured in(6)
- Python Cusum Gel 4
ex:python-cusum-gel-4 - Python Xor Acc 4
ex:python-xor-acc-4 - Python Xor Params 4
ex:python-xor-params-4 - Rust Cusum Gel 4
ex:rust-cusum-gel-4 - Rust Xor Acc 4
ex:rust-xor-acc-4 - Rust Xor Params 4
ex:rust-xor-params-4
usedInExperimentUsed in Experiment(2)
- Python Xor Arch 4
ex:python-xor-arch-4 - Rust Xor Arch 4
ex:rust-xor-arch-4
Other facts (14)
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.
| Predicate | Value | Ref |
|---|---|---|
| Involves | Xor Dataset | [4] |
| Involves | Xor Dataset | [5] |
| Rdf:type | Experiment | [5] |
| Rdf:type | Experiment | [6] |
| Compares Implementation | Python | [6] |
| Compares Implementation | Rust | [6] |
| Is Test Deeper Vq Layer | 4 and 6 | [1] |
| Used Venom Amount | 1/32 gr | [2] |
| Killed Guinea Pig in | 3 hours | [2] |
| Has Title | Exp 4: Spectral characterization from trained checkpoints | [3] |
| Is Type of | Xor Parameter Efficiency | [4] |
| Ready Now | True | [4] |
| Has Replication Status | CONFIRMED | [5] |
| Has Result Metric | Xor Accuracy | [6] |
Timeline
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References (6)
ctx:discord/blah/watt-activation/part-288ctx:genes/trove-cooktown/chinese-fishermenctx:discord/blah/watt-activation/449- full textwatt-activation-449text/plain2 KB
doc:agent/watt-activation-449/f6da4410-b0fa-46d2-9cb5-99d205dd2e55Show excerpt
[2026-03-21 03:48] xenonfun: ⏺ You're right. At step 950: ``` ┌──────────┬───────────┬──────────┐ │ Metric │ Helmholtz │ v3 │ ├──────────┼───────────┼──────────┤ │ BPB │ 2.257 │ 2.257 │ ├──────────┼───────────┼…
ctx:discord/blah/watt-activation/464- full textwatt-activation-464text/plain3 KB
doc:agent/watt-activation-464/599938d0-3182-4b42-bb04-4488236f82bcShow excerpt
[2026-03-21 18:08] xenonfun: ``` Key observations: - Rust achieves significantly higher accuracy (99.1% vs 89.5% best) — the GPU-accelerated training does more effective optimization per epoch - Gelation detected at the same step (12)…
ctx:discord/blah/watt-activation/467- full textwatt-activation-467text/plain2 KB
doc:agent/watt-activation-467/c930d82c-5d05-4a3d-8a95-fd7a748d10a1Show excerpt
[2026-03-21 18:44] xenonfun: ``` Experiment 1a: MNIST (5k/1k, 200 iter) ┌────────────────┬─────────────────────────────┬─────────┐ │ │ Python │ Rust │ ├────────────────┼───────────────────────…
ctx:discord/blah/watt-activation/466- full textwatt-activation-466text/plain3 KB
doc:agent/watt-activation-466/a3a63aa0-7a24-45e3-ab81-70bd522fcd80Show excerpt
[2026-03-21 18:43] xenonfun: ``` Rust Replication Results (vs Python) Experiment 4: XOR Parameter Efficiency ┌────────────────┬─────────────────┬──────────────────┐ │ │ Python │ Rust │ ├──────…
See also
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