From 3a2baa5c8dc1d5ff1f41cf6909be5b410565f969 Mon Sep 17 00:00:00 2001
From: 0z5a <dezhen.lu@student.uni-tuebingen.de>
Date: Tue, 6 Oct 2026 08:25:02 +0800
Subject: [PATCH] ScaleRLT: record three-family CUDA update correctness

Signed-off-by: 0z5a <dezhen.lu@student.uni-tuebingen.de>
---
 .../results/h20-mcore-all-families/README.md  |  16 +
 .../artifact.sha256.json                      |  14 +
 .../h20-mcore-all-families/cuda-gate.tar.gz   | Bin 0 -> 21546 bytes
 .../independent-handback.json                 | 377 ++++++++++++++++++
 4 files changed, 407 insertions(+)
 create mode 100644 benchmarks/results/h20-mcore-all-families/README.md
 create mode 100644 benchmarks/results/h20-mcore-all-families/artifact.sha256.json
 create mode 100644 benchmarks/results/h20-mcore-all-families/cuda-gate.tar.gz
 create mode 100644 benchmarks/results/h20-mcore-all-families/independent-handback.json

diff --git a/benchmarks/results/h20-mcore-all-families/README.md b/benchmarks/results/h20-mcore-all-families/README.md
new file mode 100644
index 000000000..9d93d8de6
--- /dev/null
+++ b/benchmarks/results/h20-mcore-all-families/README.md
@@ -0,0 +1,16 @@
+# ScaleRLT — H20 MCore two-update correctness
+
+All twelve frozen tiny FP32 CUDA configurations passed on the original H20 using the existing 0z5a environment, source `2ad271d5fbb58f06170a05277b03663bf9d66b24`. Each candidate performs two actual MCore/DDP/AdamW updates against the ordinary replay oracle. Both token-mean and response-mean losses are included. The original full-gradient, parameter, Adam first/second-moment, counter and sample-accounting assertions are unchanged.
+
+| Family / schedule | Candidate updates | Maximum main-gradient error | Maximum parameter error | Complete update gate | Speed ratio |
+| --- | ---: | ---: | ---: | --- | --- |
+| Ouro ordinary | 4 | 1.192093e-07 | 5.960464e-08 | PASS | NOT_MEASURED |
+| Ouro joint | 4 | 1.192093e-07 | 5.960464e-08 | PASS | NOT_MEASURED |
+| Nanbeige ordinary | 4 | 5.960464e-08 | 2.980232e-08 | PASS | NOT_MEASURED |
+| Nanbeige joint | 4 | 5.960464e-08 | 2.980232e-08 | PASS | NOT_MEASURED |
+| Huginn independent latent | 4 | 7.152557e-07 | 9.302312e-08 | PASS | NOT_MEASURED |
+| Huginn mixed latent | 4 | 1.177192e-06 | 2.094894e-07 | PASS | NOT_MEASURED |
+
+Pytest reports **12 passed, 36 warnings in 22.66s**. This is verification duration, not a baseline/candidate speed comparison. Twenty-four candidate updates and their matched ordinary references use tiny fixed trajectories; they do not establish official checkpoint accuracy, online reward convergence, memory saving or large-scale stability. Existing CPU BF16 failures remain failed.
+
+The natural controller, test, wrapper and finalizer exits are recorded; all four recorded PIDs are absent in a fresh read-only check and the compute list is empty. The offbox archive is 21,546 bytes with 84 verified payloads plus its manifest, SHA-256 `5cbea08375482e57936c9808a352fa3d12b22aabbb4a04a21723deac117f42ff`. Raw data: [`cuda-gate.tar.gz`](cuda-gate.tar.gz); independent handback: [`independent-handback.json`](independent-handback.json).
diff --git a/benchmarks/results/h20-mcore-all-families/artifact.sha256.json b/benchmarks/results/h20-mcore-all-families/artifact.sha256.json
new file mode 100644
index 000000000..f6169e93c
--- /dev/null
+++ b/benchmarks/results/h20-mcore-all-families/artifact.sha256.json
@@ -0,0 +1,14 @@
+{
+  "README.md": {
+    "bytes": 1961,
+    "sha256": "fdf98ac52d107f3e722a0386309b6b38d5fda3933fc1b9a949678b895a46c65c"
+  },
+  "cuda-gate.tar.gz": {
+    "bytes": 21546,
+    "sha256": "5cbea08375482e57936c9808a352fa3d12b22aabbb4a04a21723deac117f42ff"
+  },
+  "independent-handback.json": {
+    "bytes": 12383,
+    "sha256": "97c3785f3e2194e75195eb1e6aac4aad4b5beae3a56ed0fc3faa1a0de054676b"
+  }
+}
diff --git a/benchmarks/results/h20-mcore-all-families/cuda-gate.tar.gz b/benchmarks/results/h20-mcore-all-families/cuda-gate.tar.gz
new file mode 100644
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literal 0
HcmV?d00001

diff --git a/benchmarks/results/h20-mcore-all-families/independent-handback.json b/benchmarks/results/h20-mcore-all-families/independent-handback.json
new file mode 100644
index 000000000..d3cedc55a
--- /dev/null
+++ b/benchmarks/results/h20-mcore-all-families/independent-handback.json
@@ -0,0 +1,377 @@
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+}