Step 200

as donto believed on

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

Step 200 has 123 facts recorded in Dontopedia across 16 references, with 15 live disagreements.

123 facts·79 predicates·16 sources·15 in dispute

Mostly:has loss(11), has ppl(8), precedes(4)

Has Lossin dispute`hasLoss`

11.4455^[1]all time · Part 125
5.8692^[2]all time · Part 164
18.8438^[4]all time · Part 189
11.7602^[5]all time · Part 210
9.9289^[6]all time · Part 202
9.4953^[7]all time · Part 211
9.5165^[8]all time · Part 203
9.75^[9]all time · Part 228
8.4719^[10]all time · Part 216
3.1682^[11]all time · Part 331

Inbound mentions (18)

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.

`precedes`Precedes(6)

Step 100ex:step-100
Step 100ex:step-100
Step 100ex:step-100
Step 100ex:step-100
Step 100ex:step-100
Step 50ex:step-50

`achievedAfter`Achieved After(1)

Working Stateex:working-state

`achievesB10MinusB11At`Achieves B10 Minus B11 at(1)

Rot Adam Wex:rot-adam-w

`alreadyAchieved`Already Achieved(1)

Bpb 2 99ex:bpb-2-99

`atStep`At Step(1)

Lohe Optimizerex:lohe-optimizer

`beginsAfter`Begins After(1)

Differentiationex:differentiation

`follows`Follows(1)

Validation Step 250ex:validation-step-250

`hasBpbAtStep`Has Bpb at Step(1)

Bpsk Modelex:bpsk-model

`hasStep`Has Step(1)

Experiment Lohe Spherical Lohe V2 Run2ex:experiment-lohe-spherical-lohe-v2-run2

`lossDecreasesFromStep200To300`Loss Decreases From Step200 To300(1)

Training Runex:training-run

`occursBetween`Occurs Between(1)

Gelation Onsetex:gelation-onset

`occursBetweenSteps`Occurs Between Steps(1)

Gelation Transitionex:gelation-transition

`validatesAtStep`Validates at Step(1)

Validation 200ex:validation-200

Other facts (110)

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.

110 facts

Predicate	Value	Ref
Has Ppl	93477.9	[1]
Has Ppl	354	[2]
Has Ppl	349.9	[3]
Has Ppl	152665749.2	[4]
Has Ppl	128058.6	[5]
Has Ppl	20513.8	[6]
Has Ppl	13297.5	[7]
Has Ppl	4778.4	[10]
Precedes	Step 500	[2]
Precedes	Step 300	[5]
Precedes	Step 300	[9]
Precedes	Step 300	[11]
Has Tok Per S	17180	[4]
Has Tok Per S	13186	[5]
Has Tok Per S	8527	[6]
Has Tok Per S	80154	[12]
Has Elapsed Time	100s	[6]
Has Elapsed Time	87s	[7]
Has Elapsed Time	134s	[10]
Has Elapsed Time	58	[14]
Has Tokens Per Second	12033	[7]
Has Tokens Per Second	106545	[11]
Has Tokens Per Second	14759	[14]
Has Tokens Per Second	80154	[16]
Tokens Per Second	12295	[2]
Tokens Per Second	14364	[13]
Tokens Per Second	174140	[15]
Rdf:type	Training Step	[13]
Rdf:type	Training Step	[15]
Rdf:type	Training Step	[16]
Eta	172min	[1]
Eta	31min	[15]
Has Lr	4.00e-05	[1]
Has Lr	0.0000995	[12]
Learning Rate	0.00002	[2]
Learning Rate	0.0000995	[15]
Has Attn R	0.6198	[6]
Has Attn R	0.6255	[8]
Has Tok Per Sec	14364	[8]
Has Tok Per Sec	6294	[10]
Has Learning Rate	1.20e-04	[11]
Has Learning Rate	0.0000995	[16]
Has Perplexity	23.8	[11]
Has Perplexity	17096	[14]
Has Ham Slots	16	[12]
Has Ham Slots	16	[16]
Has Ham Drift	0.931	[12]
Has Ham Drift	0.931	[16]
Tok Per S	13067	[1]
Step Time	627ms	[1]
Progress	1.2%	[1]
Eta Minutes	252	[2]
Progress Fraction	0.26	[2]
Step Time Ms	666	[2]
Is Insufficient Data	Training Data	[2]
Epoch Progress	ep01/30	[2]
Has Val Loss	5.8577	[3]
Elapsed	51	[4]
Has Kappa	0.177	[5]
Has Time	64s	[5]
Has Sys R	0.331	[5]
Has Overhead	+127ms	[6]
Has Step Progress	200/1000	[6]
Has Ppl	13582	[8]
Has Elapsed Secs	56	[8]
Has Extra Time	+39ms	[8]
Has B9 Disorder	0.086	[9]
Has B9 R	0.341	[9]
Has B11 R	0.386	[9]
Has B10 R	0.427	[9]
Exhibits Symmetry Break	System	[9]
Has B10 Minus B11	0.042	[9]
Has Rollout Steps	0.08	[11]
Has Eta	51min	[11]
Has Ms Per Step	154	[11]
Is at Progress	1.0%	[11]
Has Power W	22.3	[12]
Has Bpb	4.149	[12]
Has Eta Min	67	[12]
Is of Total	20000	[12]
Has Ham Wg	0.62	[12]
Has Gpu Util	93	[12]
Has Memory Mb	4647	[12]
Has Progress Percent	1	[12]
Has R	0.228	[12]
Has Snr Db	-12.7	[12]
Has C	0.7	[12]
Loss Value	9.5165	[13]
Perplexity Value	13582	[13]
Elapsed Time	56s	[13]
Attn R Value	0.6255	[13]
Step Overhead	+39ms	[13]
Step Number	200	[14]
Part of	Training Run 20260311 001319	[14]
Progress Percent	0.01	[15]
Has Metric Bpb	4.176	[15]
Has Metric R	0.25	[15]
Has Metric Snr	-11.9	[15]
Has Metric C	0.7b	[15]
Power Draw	40.8W	[15]

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.

123 undated

—

etablah/watt-activation/part-125

172min

—

tokPerSblah/watt-activation/part-125

13067

—

hasPplblah/watt-activation/part-125

93477.9

—

hasLrblah/watt-activation/part-125

4.00e-05

—

stepTimeblah/watt-activation/part-125

627ms

—

progressblah/watt-activation/part-125

1.2%

—

hasLossblah/watt-activation/part-125

11.4455

—

precedesblah/watt-activation/part-164

ex:step-500

—

learningRateblah/watt-activation/part-164

0.00002

—

etaMinutesblah/watt-activation/part-164

252

—

hasPplblah/watt-activation/part-164

354

—

progressFractionblah/watt-activation/part-164

0.26

—

stepTimeMsblah/watt-activation/part-164

666

—

tokensPerSecondblah/watt-activation/part-164

12295

—

isInsufficientDatablah/watt-activation/part-164

ex:training-data

—

epochProgressblah/watt-activation/part-164

ep01/30

—

hasLossblah/watt-activation/part-164

5.8692

—

hasPplblah/watt-activation/part-196

349.9

—

hasValLossblah/watt-activation/part-196

5.8577

—

hasPplblah/watt-activation/part-189

152665749.2

—

hasTokPerSblah/watt-activation/part-189

17180

—

hasLossblah/watt-activation/part-189

18.8438

—

elapsedblah/watt-activation/part-189

—

hasTokPerSblah/watt-activation/part-210

13186

—

hasKappablah/watt-activation/part-210

0.177

—

hasTimeblah/watt-activation/part-210

64s

—

hasPplblah/watt-activation/part-210

128058.6

—

hasLossblah/watt-activation/part-210

11.7602

—

precedesblah/watt-activation/part-210

ex:step-300

—

hasSysRblah/watt-activation/part-210

0.331

—

hasOverheadblah/watt-activation/part-202

+127ms

—

hasAttnRblah/watt-activation/part-202

0.6198

—

hasTokPerSblah/watt-activation/part-202

8527

—

hasStepProgressblah/watt-activation/part-202

200/1000

—

hasPplblah/watt-activation/part-202

20513.8

—

hasElapsedTimeblah/watt-activation/part-202

100s

—

hasLossblah/watt-activation/part-202

9.9289

—

hasTokensPerSecondblah/watt-activation/part-211

12033

—

hasElapsedTimeblah/watt-activation/part-211

87s

—

hasLossblah/watt-activation/part-211

9.4953

—

hasPplblah/watt-activation/part-211

13297.5

—

hasTokPerSecblah/watt-activation/part-203

14364

—

hasPPLblah/watt-activation/part-203

13582

—

hasElapsedSecsblah/watt-activation/part-203

—

hasExtraTimeblah/watt-activation/part-203

+39ms

—

hasAttnRblah/watt-activation/part-203

0.6255

—

hasLossblah/watt-activation/part-203

9.5165

—

hasB9Disorderblah/watt-activation/part-228

0.086

—

precedesblah/watt-activation/part-228

ex:step-300

—

hasLossblah/watt-activation/part-228

9.75

—

hasB9Rblah/watt-activation/part-228

0.341

—

hasB11Rblah/watt-activation/part-228

0.386

—

hasB10Rblah/watt-activation/part-228

0.427

—

exhibitsSymmetryBreakblah/watt-activation/part-228

ex:system

—

hasB10MinusB11blah/watt-activation/part-228

0.042

—

hasElapsedTimeblah/watt-activation/part-216

134s

—

hasTokPerSecblah/watt-activation/part-216

6294

—

hasLossblah/watt-activation/part-216

8.4719

—

hasPplblah/watt-activation/part-216

4778.4

—

hasRolloutStepsblah/watt-activation/part-331

0.08

—

hasEtablah/watt-activation/part-331

51min

—

hasLearningRateblah/watt-activation/part-331

1.20e-04

—

hasLossblah/watt-activation/part-331

3.1682

—

hasMsPerStepblah/watt-activation/part-331

154

—

hasPerplexityblah/watt-activation/part-331

23.8

—

hasTokensPerSecondblah/watt-activation/part-331

106545

—

isAtProgressblah/watt-activation/part-331

1.0%

—

precedesblah/watt-activation/part-331

ex:step-300

—

hasTokPerSblah/watt-activation/part-377

80154

—

hasPowerWblah/watt-activation/part-377

22.3

—

hasBpbblah/watt-activation/part-377

4.149

—

hasLrblah/watt-activation/part-377

0.0000995

—

hasEtaMinblah/watt-activation/part-377

—

isOfTotalblah/watt-activation/part-377

20000

—

hasHamWgblah/watt-activation/part-377

0.62

—

hasGpuUtilblah/watt-activation/part-377

—

hasHamSlotsblah/watt-activation/part-377

—

hasHamDriftblah/watt-activation/part-377

0.931

—

hasMemoryMbblah/watt-activation/part-377

4647

—

hasProgressPercentblah/watt-activation/part-377

—

hasRblah/watt-activation/part-377

0.228

—

hasSnrDbblah/watt-activation/part-377

-12.7

—

hasCblah/watt-activation/part-377

0.7

—

typeblah/watt-activation/202

ex:TrainingStep

—

lossValueblah/watt-activation/202

9.5165

—

perplexityValueblah/watt-activation/202

13582

—

tokensPerSecondblah/watt-activation/202

14364

—

elapsedTimeblah/watt-activation/202

56s

—

attnRValueblah/watt-activation/202

0.6255

—

stepOverheadblah/watt-activation/202

+39ms

—

labelblah/watt-activation/214

Step 200

—

stepNumberblah/watt-activation/214

200

—

partOfblah/watt-activation/214

ex:training-run-20260311-001319

—

hasLossblah/watt-activation/214

9.7466

—

hasPerplexityblah/watt-activation/214

17096

—

hasTokensPerSecondblah/watt-activation/214

14759

—

hasElapsedTimeblah/watt-activation/214

—

labelblah/watt-activation/370

Step 200

—

typeblah/watt-activation/370

ex:TrainingStep

—

progressPercentblah/watt-activation/370

0.01

—

hasMetricBPBblah/watt-activation/370

4.176

—

hasMetricRblah/watt-activation/370

0.25

—

hasMetricSNRblah/watt-activation/370

-11.9

—

hasMetricCblah/watt-activation/370

0.7b

—

learningRateblah/watt-activation/370

0.0000995

—

tokensPerSecondblah/watt-activation/370

174140

—

etablah/watt-activation/370

31min

—

powerDrawblah/watt-activation/370

40.8W

—

gpuUtilizationblah/watt-activation/370

0.93

—

memoryUsageblah/watt-activation/370

4584MB

—

typeblah/watt-activation/375

ex:TrainingStep

—

hasStepIndexblah/watt-activation/375

200

—

hasCompletionPercentageblah/watt-activation/375

—

hasBpbValueblah/watt-activation/375

4.149

—

hasLearningRateblah/watt-activation/375

0.0000995

—

hasTokensPerSecondblah/watt-activation/375

80154

—

hasEstimatedTimeRemainingblah/watt-activation/375

67min

—

hasHamWriteGateblah/watt-activation/375

0.62

—

hasHamDriftblah/watt-activation/375

0.931

—

hasHamSlotsblah/watt-activation/375

—

hasPowerUsageblah/watt-activation/375

22.3W

—

hasGpuUtilizationblah/watt-activation/375

93%

—

hasMemoryUsageblah/watt-activation/375

4647MB

References (16)

16 references

[1]Part 1257 facts
ctx:discord/blah/watt-activation/part-125
[2]Part 16410 facts
ctx:discord/blah/watt-activation/part-164
[3]Part 1962 facts
ctx:discord/blah/watt-activation/part-196
[4]Part 1894 facts
ctx:discord/blah/watt-activation/part-189
[5]Part 2107 facts
ctx:discord/blah/watt-activation/part-210
[6]Part 2027 facts
ctx:discord/blah/watt-activation/part-202
[7]Part 2114 facts
ctx:discord/blah/watt-activation/part-211
[8]Part 2036 facts
ctx:discord/blah/watt-activation/part-203
[9]Part 2288 facts
ctx:discord/blah/watt-activation/part-228
[10]Part 2164 facts
ctx:discord/blah/watt-activation/part-216
[11]Part 3319 facts
ctx:discord/blah/watt-activation/part-331
[12]Part 37715 facts
ctx:discord/blah/watt-activation/part-377
[13]2027 facts
ctx:discord/blah/watt-activation/202
- full textwatt-activation-202
  text/plain3 KBdoc:agent/watt-activation-202/bfa1acbb-7492-43ef-befc-99b62acad42a
  Show excerpt
  [2026-03-10 06:54] xenonfun: ``` lohe_spherical+lohe_v2 summary: train loss (last 50): 7.8510 ppl=2568.3 val loss (final): 7.8019 ppl=2445.1 sys_r @1000: 0.8817 global_r @1000: 0.2008 attn_r @1000:…
[14]2147 facts
ctx:discord/blah/watt-activation/214
- full textwatt-activation-214
  text/plain2 KBdoc:agent/watt-activation-214/6ebedb80-7ad3-4d5e-8432-4c87da7e9ad5
  Show excerpt
  [2026-03-11 04:17] xenonfun: ``` Model: lohe_spherical+lohe_v3 768d 12L 12H vocab=100277 Steps: 1000 BS=4 SEQ=1024 (4.1M tokens/run) Phase metrics sidecar → logs/phase_metrics_lohe_spherical_20260311_001319.jsonl ====================…
[15]37013 facts
ctx:discord/blah/watt-activation/370
- full textwatt-activation-370
  text/plain3 KBdoc:agent/watt-activation-370/319ffc75-f6e3-490e-bf32-ddb97e36692c
  Show excerpt
  [2026-03-18 17:29] xenonfun: ⏺ Here's the status: Implementation complete and pushed: - AnchorBind module in harmonic_mlx/antenna.py — 32 soft anchors on S^{d_bind-1}, softmax assignment, residual fusion - Wired into AntennaHarmonicB…
[16]37513 facts
ctx:discord/blah/watt-activation/375
- full textwatt-activation-375
  text/plain3 KBdoc:agent/watt-activation-375/d401bcdc-528d-4d93-9c65-cd9f177804a5
  Show excerpt
  [2026-03-18 19:30] xenonfun: ``` checkpoint dir: checkpoints/ham_G16_20K ──────────────────────────────────────────────────────────────────────── step 200/20000 1.0% BPB=4.149 r=0.228 SNR=-12.7dB C=0.7b lr=9.95e-05 80,154tok/s …

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Step 200

Has Lossin disputehasLoss

Inbound mentions (18)

precedesPrecedes(6)

achievedAfterAchieved After(1)

achievesB10MinusB11AtAchieves B10 Minus B11 at(1)

alreadyAchievedAlready Achieved(1)

atStepAt Step(1)

beginsAfterBegins After(1)

followsFollows(1)

hasBpbAtStepHas Bpb at Step(1)

hasStepHas Step(1)

lossDecreasesFromStep200To300Loss Decreases From Step200 To300(1)

occursBetweenOccurs Between(1)

occursBetweenStepsOccurs Between Steps(1)

validatesAtStepValidates at Step(1)

Other facts (110)

Timeline

References (16)

See also

Keep researching

Has Lossin dispute`hasLoss`

`precedes`Precedes(6)

`achievedAfter`Achieved After(1)

`achievesB10MinusB11At`Achieves B10 Minus B11 at(1)

`alreadyAchieved`Already Achieved(1)

`atStep`At Step(1)

`beginsAfter`Begins After(1)

`follows`Follows(1)

`hasBpbAtStep`Has Bpb at Step(1)

`hasStep`Has Step(1)

`lossDecreasesFromStep200To300`Loss Decreases From Step200 To300(1)

`occursBetween`Occurs Between(1)

`occursBetweenSteps`Occurs Between Steps(1)

`validatesAtStep`Validates at Step(1)