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jung-geun
813433000a
Migrate the package and examples to the tensor-native PyTorch implementation, add benchmark evidence, and add the guarded post-training convergence protocol with TensorBoard progress monitoring and hash-verified recovery. Constraint: Preserve one-shot official-test sealing and auditable research artifacts Rejected: Commit local .omc runs and downloaded datasets | multi-gigabyte runtime state is machine-local Confidence: high Scope-risk: broad Not-tested: Production CUDA run on pieroot-server
1.2 KiB
1.2 KiB
| 1 | workload | split | seeds | accuracy_mean | accuracy_sd | nll_mean | nll_sd | accuracy_gain_vs_baseline_pp | relative_nll_reduction_vs_baseline_pct | state_ratio | ratio | projection_mode | projection_seed |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 | mnist_compact | development_seeds_101_103 | 101-103 | 49.053333 | 0.417652 | 1.525704 | 0.01494 | -0.1 | -0.501617 | 0.4918032786885246 | 0.5 | fixed | 1800044939 |
| 3 | mnist_compact | confirmation_seeds_111_113 | 111-113 | 48.466667 | 2.515002 | 1.550212 | 0.046101 | -0.686666 | -2.116016 | 0.4918032786885246 | 0.5 | fixed | 1800044939 |
| 4 | mnist_wide | development_seeds_101_103 | 101-103 | 48.346667 | 3.214052 | 1.677712 | 0.072138 | 4.486667 | 2.52995 | 0.5 | 0.5 | explicit | 592157828 |
| 5 | mnist_wide | confirmation_seeds_111_113 | 111-113 | 45.723333 | 1.05633 | 1.734905 | 0.034461 | 1.863333 | -0.792792 | 0.5 | 0.5 | explicit | 592157828 |
| 6 | fashion_compact | development_seeds_101_103 | 101-103 | 50.796667 | 3.095228 | 1.385324 | 0.035646 | 3.793334 | 8.330571 | 0.4918032786885246 | 0.5 | fixed | 1363313651 |
| 7 | fashion_compact | confirmation_seeds_111_113 | 111-113 | 53.196667 | 2.025669 | 1.328168 | 0.078488 | 6.193334 | 12.112688 | 0.4918032786885246 | 0.5 | fixed | 1363313651 |
| 8 | fashion_wide | development_seeds_101_103 | 101-103 | 48.263333 | 3.71862 | 1.531421 | 0.069986 | 1.953333 | -0.371883 | 0.5 | 0.5 | fixed | 189641451 |
| 9 | fashion_wide | confirmation_seeds_111_113 | 111-113 | 49.476667 | 4.250251 | 1.513876 | 0.067096 | 3.166667 | 0.778045 | 0.5 | 0.5 | fixed | 189641451 |