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SZLHOLDINGS
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szl-lambda-gate

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betterwithage commited on Aug 29

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682ed78

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1 Parent(s): 082de2a

MEASURED laptop-Blackwell bench + operational honesty (not LoRA; Λ=Conjecture 1)

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BENCH.laptop-blackwell.json +186 -0

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	@@ -0,0 +1,186 @@

+{
+  "schema": "szl.kernel-bench.laptop-blackwell/v1",
+  "hub": "SZLHOLDINGS/szl-lambda-gate",
+  "kind": "SOFTWARE_KERNEL",
+  "github_source": "szl-holdings/szl-lambda-gate",
+  "github_sha": "3fb5bb65dfdba006ae917e10b7703a535ea303e0",
+  "local_path": "C:\\Users\\steph\\work-pr\\kernels\\szl-lambda-gate",
+  "computed_at": "2026-08-29T15:53:47Z",
+  "host": {
+    "os": "Windows-10-10.0.26200-SP0",
+    "python": "3.11.9",
+    "machine": "AMD64",
+    "node": "betterwithage",
+    "label": "laptop-blackwell",
+    "torch": "2.10.0+cu128",
+    "cuda_available": true,
+    "gpu": "NVIDIA GeForce RTX 5050 Laptop GPU",
+    "gpu_count": 1,
+    "cuda_capability": "12.0",
+    "arch": "Blackwell",
+    "kernels": "0.16.1"
+  },
+  "weights": false,
+  "tests": {
+    "command": "PYTHONPATH=torch-ext python -m pytest tests -q --tb=line",
+    "szl_source_tree_tests": "1",
+    "exit": 1,
+    "timeout": false,
+    "label": "FAIL",
+    "summary": "4 failed, 54 passed, 14 warnings in 52.57s",
+    "counts": {
+      "passed": 54,
+      "failed": 4,
+      "warnings": 14
+    },
+    "failed": [
+      {
+        "status": "FAILED",
+        "node": "tests/test_lambda.py::test_torch_compile_friendly"
+      },
+      {
+        "status": "FAILED",
+        "node": "tests/test_lambda.py::test_fullgraph_lambda_aggregate"
+      },
+      {
+        "status": "FAILED",
+        "node": "tests/test_lambda.py::test_fullgraph_lambda_gate_score"
+      },
+      {
+        "status": "FAILED",
+        "node": "tests/test_lambda.py::test_fullgraph_lambda_gate_batch_score"
+      }
+    ],
+    "fullgraph_or_compile_lines": [
+      "C:\\Users\\steph\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\torch\\_inductor\\cpp_builder.py:142: torch._inductor.exc.InductorError: RuntimeError: Compiler: cl is not found.",
+      "E   torch._inductor.exc.InductorError: RuntimeError: Compiler: cl is not found.",
+      "C:\\Users\\steph\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\torch\\_inductor\\cpp_builder.py:142: torch._inductor.exc.InductorError: RuntimeError: Compiler: cl is not found.",
+      "FAILED tests/test_lambda.py::test_torch_compile_friendly - torch._inductor.ex...",
+      "FAILED tests/test_lambda.py::test_fullgraph_lambda_aggregate - torch._inducto...",
+      "FAILED tests/test_lambda.py::test_fullgraph_lambda_gate_score - torch._induct...",
+      "FAILED tests/test_lambda.py::test_fullgraph_lambda_gate_batch_score - torch._..."
+    ],
+    "stdout_tail": "utils.py:2029 \nDEBUG    torch.__trace:utils.py:2029 \nDEBUG    torch.__trace:compile_fx.py:2288 \nDEBUG    torch.__trace:utils.py:2029 \nDEBUG    torch.__trace:utils.py:2029 \nDEBUG    torch.__trace:compile_fx.py:1246 \nDEBUG    torch.__trace:utils.py:2029 \nDEBUG    torch.__trace:utils.py:2029 \nDEBUG    torch.__trace:compile_fx.py:1297 \nDEBUG    torch.__trace:utils.py:2029 \nDEBUG    torch.__trace:utils.py:2029 \nDEBUG    torch.__trace:compile_fx.py:1335 \nDEBUG    torch.__trace:utils.py:2029 \nDEBUG    torch.__trace:utils.py:2029 \nDEBUG    torch.__trace:utils.py:2029 \nDEBUG    torch.__trace:utils.py:2029 \nDEBUG    torch.__trace:utils.py:2029 \nDEBUG    torch.__trace:utils.py:2029 \nDEBUG    torch.__trace:utils.py:2029 \nDEBUG    torch.__trace:utils.py:2029 \nDEBUG    torch.__trace:utils.py:2029 \nDEBUG    torch.__trace:utils.py:2029 \nDEBUG    torch.__trace:utils.py:2029 \nDEBUG    torch.__trace:utils.py:2029 \nDEBUG    torch.__trace:utils.py:2029 \nDEBUG    torch.__trace:utils.py:2029 \nDEBUG    torch.__trace:utils.py:2029 \nDEBUG    torch.__trace:utils.py:2029 \nDEBUG    torch.__trace:utils.py:2029 \nDEBUG    torch.__trace:utils.py:2029 \nDEBUG    torch.__trace:utils.py:2029 \nDEBUG    torch.__trace:utils.py:2029 \nDEBUG    torch.__trace:convert_frame.py:1783 \nDEBUG    torch.__trace:utils.py:2029 \nDEBUG    torch.__trace:utils.py:2029 \nDEBUG    torch.__trace:utils.py:2029 \nDEBUG    torch.__trace:utils.py:1724 \nDEBUG    torch.__trace:utils.py:2029\nC:\\Users\\steph\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\torch\\_inductor\\cpp_builder.py:142: torch._inductor.exc.InductorError: RuntimeError: Compiler: cl is not found.\n============================== warnings summary ===============================\ntests/test_lambda.py: 14 warnings\n  C:\\Users\\steph\\AppData\\Local\\Programs\\Python\\Python311\\Lib\\site-packages\\torch\\jit\\_script.py:362: DeprecationWarning: `torch.jit.script_method` is deprecated. Please switch to `torch.compile` or `torch.export`.\n    warnings.warn(\n\n-- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html\n=========================== short test summary info ===========================\nFAILED tests/test_lambda.py::test_torch_compile_friendly - torch._inductor.ex...\nFAILED tests/test_lambda.py::test_fullgraph_lambda_aggregate - torch._inducto...\nFAILED tests/test_lambda.py::test_fullgraph_lambda_gate_score - torch._induct...\nFAILED tests/test_lambda.py::test_fullgraph_lambda_gate_batch_score - torch._...\n4 failed, 54 passed, 14 warnings in 52.57s\n",
+    "stderr_tail": "",
+    "error": null
+  },
+  "eval": null,
+  "get_kernel": {
+    "hub": "SZLHOLDINGS/szl-lambda-gate",
+    "package": "0.16.1",
+    "load_path": "from kernels import get_kernel\nk = get_kernel(\"SZLHOLDINGS/szl-lambda-gate\", revision=\"main\", trust_remote_code=True)",
+    "trust_remote_code_true": {
+      "trust_remote_code": true,
+      "backend": null,
+      "ok": true,
+      "module": "_szl_lambda_gate_universal_cto1",
+      "file": "C:\\Users\\steph\\.cache\\huggingface\\hub\\kernels--SZLHOLDINGS--szl-lambda-gate\\snapshots\\082de2ad7d48c21fb09fbeee033f617d9e6957a7\\build\\torch-universal\\szl_lambda_gate\\__init__.py",
+      "selfcheck": {
+        "version": "0.2.0",
+        "axioms": {
+          "A1_IsMonotone": true,
+          "A2_IsHomogeneous": true,
+          "A3_IsEgyptianExact": true,
+          "A4_IsBounded": true
+        },
+        "all_axioms_hold": true,
+        "adversarial": {
+          "trials": 64,
+          "violation": null
+        },
+        "advisory": true,
+        "lambda_status": "Conjecture 1 (open) — uniqueness unproven; advisory only"
+      }
+    },
+    "trust_remote_code_true_backend_cpu": {
+      "trust_remote_code": true,
+      "backend": "cpu",
+      "ok": true,
+      "module": "_szl_lambda_gate_cpu_9cf02fddf8",
+      "file": "C:\\Users\\steph\\.cache\\huggingface\\hub\\kernels--SZLHOLDINGS--szl-lambda-gate\\snapshots\\082de2ad7d48c21fb09fbeee033f617d9e6957a7\\build\\torch-cpu\\szl_lambda_gate\\__init__.py",
+      "selfcheck": {
+        "version": "0.2.0",
+        "axioms": {
+          "A1_IsMonotone": true,
+          "A2_IsHomogeneous": true,
+          "A3_IsEgyptianExact": true,
+          "A4_IsBounded": true
+        },
+        "all_axioms_hold": true,
+        "adversarial": {
+          "trials": 64,
+          "violation": null
+        },
+        "advisory": true,
+        "lambda_status": "Conjecture 1 (open) — uniqueness unproven; advisory only"
+      }
+    },
+    "trust_remote_code_false": {
+      "trust_remote_code": false,
+      "backend": null,
+      "ok": false,
+      "error_type": "ValueError",
+      "error": "Kernel repository 'SZLHOLDINGS/szl-lambda-gate' is not from a trusted publisher. Set trust_remote_code=True to allow loading kernels from untrusted sources."
+    },
+    "ok": true,
+    "default_ok": true
+  },
+  "hub_presence": {
+    "hub": "SZLHOLDINGS/szl-lambda-gate",
+    "model": true,
+    "kernel": true,
+    "model_sha": "e28ad22c20cd8e75980d089e9ea7f27c7953467d",
+    "model_library": "kernels",
+    "model_pipeline": null,
+    "model_has_bench": false,
+    "model_weights": [],
+    "kernel_sha": "47c7eb2db8859507d4115adbbff20c65de66dbb5",
+    "kernel_files_sample": [],
+    "kernel_has_bench": false
+  },
+  "formula_tax": {
+    "kind": "SOFTWARE",
+    "registry_count": 21,
+    "locked_8": [
+      "F1",
+      "F4",
+      "F7",
+      "F11",
+      "F12",
+      "F18",
+      "F19",
+      "F22"
+    ],
+    "lambda_aggregate": 0.316227766016838,
+    "lambda_label": "ADVISORY",
+    "lambda_uniqueness": "CONJECTURE_1",
+    "khipu_merkle_sha256": "9041e7870a54f41a2aaac2c1c0a02df579e5d3094271b1fcd9d3ab25e1474b3a",
+    "honesty": "Λ roll-up is advisory geomean over binary checks. Uniqueness is Conjecture 1, never a theorem. locked-8 = F1 F4 F7 F11 F12 F18 F19 F22."
+  },
+  "invariants_i1_i8": [
+    "I1 receipt-chain-continuity",
+    "I2 ledger-failure-shape",
+    "I3 served-run-has-model",
+    "I4 signed-columns-atomic",
+    "I5 loop-steps-positive",
+    "I6 receipt-ed25519-verify",
+    "I7 receipt-columns-consistent",
+    "I8 flywheel-lineage"
+  ],
+  "load_path": "from kernels import get_kernel\nk = get_kernel(\"SZLHOLDINGS/szl-lambda-gate\", revision=\"main\", trust_remote_code=True)",
+  "honesty": [
+    "Unsloth / LoRA training is the wrong tool for these kernels.",
+    "Λ uniqueness is Conjecture 1, never a theorem.",
+    "locked-8 formulas: F1 F4 F7 F11 F12 F18 F19 F22.",
+    "Do not pickle/joblib.load Hub kernels. GitHub/torch-ext source is the approved path.",
+    "torch.compile fullgraph failures on Windows Blackwell are MEASURED, not hidden.",
+    "Receipted kernels, not silent CUDA. No tokens/s or joules claimed here.",
+    "Do not convert a model-type card into a kernel-type repo by deleting nonexistent weights."
+  ],
+  "cut": "Kernel Hub card is source, not a LoRA. Training it with Unsloth is the wrong tool. One-of-one: receipted kernels, not silent CUDA.",
+  "computed_at_get_kernel": "2026-08-29T16:00:26Z",
+  "torch_universal_put": {
+    "ok": true,
+    "commit": "082de2ad7d48c21fb09fbeee033f617d9e6957a7"
+  }
+}