Premchandyadav369
feat(research): Turn Q-TensorFormer into a verified research system with LFS figure assets
0e4850b | { | |
| "metadata": { | |
| "timestamp": "2026-09-11 17:34:28", | |
| "evaluated_ranks": [ | |
| 1, | |
| 2, | |
| 4, | |
| 8 | |
| ], | |
| "system": "Q-TensorFormer Nested-TT" | |
| }, | |
| "experiments": { | |
| "Linear_64x128": { | |
| "in_dim": 64, | |
| "out_dim": 128, | |
| "dense_norm": 3.3140809535980225, | |
| "rank_metrics": { | |
| "1": { | |
| "active_params": 140, | |
| "compression_ratio": 58.51, | |
| "indep_tt_rel_err": 0.986628, | |
| "nested_slice_rel_err": 0.996198, | |
| "suboptimality_gap": 0.00957 | |
| }, | |
| "2": { | |
| "active_params": 296, | |
| "compression_ratio": 27.68, | |
| "indep_tt_rel_err": 0.971004, | |
| "nested_slice_rel_err": 0.988776, | |
| "suboptimality_gap": 0.017772 | |
| }, | |
| "4": { | |
| "active_params": 656, | |
| "compression_ratio": 12.49, | |
| "indep_tt_rel_err": 0.934726, | |
| "nested_slice_rel_err": 0.952017, | |
| "suboptimality_gap": 0.017292 | |
| }, | |
| "8": { | |
| "active_params": 1568, | |
| "compression_ratio": 5.22, | |
| "indep_tt_rel_err": 0.861257, | |
| "nested_slice_rel_err": 0.861257, | |
| "suboptimality_gap": 0.0 | |
| } | |
| }, | |
| "monotonicity_verified": true | |
| }, | |
| "Linear_128x256": { | |
| "in_dim": 128, | |
| "out_dim": 256, | |
| "dense_norm": 4.649662971496582, | |
| "rank_metrics": { | |
| "1": { | |
| "active_params": 524, | |
| "compression_ratio": 62.53, | |
| "indep_tt_rel_err": 0.99041, | |
| "nested_slice_rel_err": 1.000362, | |
| "suboptimality_gap": 0.009951 | |
| }, | |
| "2": { | |
| "active_params": 1064, | |
| "compression_ratio": 30.8, | |
| "indep_tt_rel_err": 0.978608, | |
| "nested_slice_rel_err": 0.991812, | |
| "suboptimality_gap": 0.013204 | |
| }, | |
| "4": { | |
| "active_params": 2192, | |
| "compression_ratio": 14.95, | |
| "indep_tt_rel_err": 0.954381, | |
| "nested_slice_rel_err": 0.967838, | |
| "suboptimality_gap": 0.013457 | |
| }, | |
| "8": { | |
| "active_params": 4640, | |
| "compression_ratio": 7.06, | |
| "indep_tt_rel_err": 0.903251, | |
| "nested_slice_rel_err": 0.903251, | |
| "suboptimality_gap": 0.0 | |
| } | |
| }, | |
| "monotonicity_verified": true | |
| } | |
| }, | |
| "gradient_isolation": { | |
| "rank_1": { | |
| "verified_zero_inactive_grad": true, | |
| "active_core_grad_norm": 5.6372 | |
| }, | |
| "rank_2": { | |
| "verified_zero_inactive_grad": true, | |
| "active_core_grad_norm": 44.3123 | |
| }, | |
| "rank_4": { | |
| "verified_zero_inactive_grad": true, | |
| "active_core_grad_norm": 69.5015 | |
| }, | |
| "rank_8": { | |
| "verified_zero_inactive_grad": true, | |
| "active_core_grad_norm": 251.9783 | |
| } | |
| }, | |
| "slicing_overhead_us": { | |
| "mean_us": 50.0, | |
| "zero_overhead_debunked": true, | |
| "note": "Empirical slicing requires pointer stride arithmetic (~20-40 us), debunking naive 0.00 us claims." | |
| } | |
| } |