Download log.jsonl from AdaptiveChunking/ali_ali-ema_s2: direct link, hf CLI and curl.
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- Download file 293 kB
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https://huggingface.co/AdaptiveChunking/ali_ali-ema_s2/resolve/main/log.jsonl
- Command line
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hf download hf://AdaptiveChunking/ali_ali-ema_s2/log.jsonl
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curl -L -o log.jsonl https://huggingface.co/AdaptiveChunking/ali_ali-ema_s2/resolve/main/log.jsonl
293 kB
| {"event": "hub", "repo": "AdaptiveChunking/ali_ali-ema_s2", "keep_steps": [0, 1, 2, 4, 6, 8, 16, 32, 64, 128, 256, 512, 1000, 1024, 2048, 3000, 4096, 6000], "t": 3.0} | |
| {"event": "start", "run": "ali_ali-ema_s2", "arch": "ali", "objective": "ratio", "condition": "A", "params": 22785088, "langs": ["en", "tr", "fi"], "premium": {"en": 1.0, "tr": 1.12, "fi": 1.104}, "schedule": {"tau1": 0.4, "tau2": 0.7, "p1_objective": "global", "p2_objective": "global", "p3_objective": "global", "freeze_in_p3": false, "freeze_scope": "router"}, "corpus": "/local/scratch/sas245/beetle-hnet/scratch/data/tier1_corpus", "premium_kind": "flores_per_sent", "doc_filtered": {}, "weights": {"en": 0.74, "tr": 0.1536, "fi": 0.1064}, "device": "cuda", "ali_params": 268096, "ali_config": {"enabled": true, "budget_B": 65536, "staging_capacity": 262144, "policy": "utility", "candidate_types": ["surface", "split", "merge", "skel"], "gate": "vector", "retrieval": true, "memory_scope": "persistent", "read_dropout": 0.1, "write_rule": "ema_floor", "eta_min": 0.02, "consolidate_every": 50, "probe_seqs": 2, "probe_reps": 8, "horizon": 32, "predictor": "mlp", "lambda_util": 0.1, "max_span": 64, "byte_classes_path": "/local/scratch/sas245/beetle-hnet/scratch/data/byte_classes.json", "gate_hidden": 0, "type_dim": 16, "gate_bias_init": -2.0}, "t": 3.0} | |
| {"event": "probe_schedule", "n": 45, "steps": [0, 1, 2, 4, 6, 8, 16, 32, 64, 128, 200, 256, 400, 512, 600, 800, 1000, 1024, 1200, 1400, 1600, 1800, 2000, 2048, 2200, 2400, 2600, 2800, 3000, 3200, 3400, 3600, 3800, 4000, 4096, 4200, 4400, 4600, 4800, 5000, 5200, 5400, 5600, 5800, 6000], "t": 3.0} | |
| {"event": "probe", "step": 0, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 10933.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.628225, "cps": 85.414062, "mean_p": 0.513249, "boundary_entropy": 0.686295, "bpb": 8.12598}, "tr": {"chunks": 8187.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.452245, "cps": 63.960938, "mean_p": 0.498002, "boundary_entropy": 0.686826, "bpb": 8.097536}, "fi": {"chunks": 13540.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.719792, "cps": 105.78125, "mean_p": 0.517169, "boundary_entropy": 0.686661, "bpb": 8.065117}}, "bpb": {"en": 8.12598, "tr": 8.09754, "fi": 8.06512}, "gini_cpc": 0.099077, "gini_cps": 0.109267, "bpic": 1.737048, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.7198781817505053, "fi": 1.1457544508645294}, "inventory": {"size": 0, "admitted": 0, "staged": 0, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 0, "admitted_surface": 0, "staged_surface": 0, "admitted_split": 0, "staged_split": 0, "admitted_merge": 0, "staged_merge": 0, "admitted_skel": 0, "staged_skel": 0, "mean_count": 0.0, "n_util_obs": 0, "util_count_spearman": NaN}, "t": 7.1} | |
| {"event": "train", "step": 0, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 5.62735, "bpb": 8.11854, "chunk_loss": 0.062086, "F": 0.59833, "G": 0.50836, "chunks": 612.69, "bytes_per_chunk": 1.671, "boundary_entropy": 0.69105, "router_noise": 0.0, "grad_norm": 11.4936, "lr": 1e-06, "router_trainable": true, "sec_per_step": 0.051, "probe_sec": 0.048, "probe_extra_seqs": 0, "n_rows": 0, "extra_fwd_seqs": 0, "wall_s": 0.0, "overhead_frac_est": 0.0, "chunk_mismatch": 0, "n_loo": 0, "mean_delta_loo": NaN, "n_shadow": 0, "mean_delta_shadow": NaN, "n_split": 0, "mean_delta_split": NaN, "n_merge": 0, "mean_delta_merge": NaN, "read_hit_rate": {"surface": 0.0, "split": 0.0, "merge": 0.0, "skel": 0.0}, "mean_gate": {"surface": null, "split": null, "merge": null, "skel": null}, "n_reads": 0, "n_cand": 58765, "read_suppressed_frac": 0.0, "dropout_reads_logged": 0, "inventory": {"size": 4975, "admitted": 0, "staged": 4975, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 0, "admitted_surface": 0, "staged_surface": 2006, "admitted_split": 0, "staged_split": 1198, "admitted_merge": 0, "staged_merge": 852, "admitted_skel": 0, "staged_skel": 919, "mean_count": 0.0, "n_util_obs": 0, "util_count_spearman": NaN}, "probe_overhead_sec_total": 0.048, "probe_overhead_seq_frac": 0.0, "util_loss": -0.0, "alpha": 0.03, "t": 11.7} | |
| {"event": "probe", "step": 1, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 10908.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.626788, "cps": 85.21875, "mean_p": 0.513143, "boundary_entropy": 0.686304, "bpb": 8.094365}, "tr": {"chunks": 8206.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.453295, "cps": 64.109375, "mean_p": 0.498082, "boundary_entropy": 0.686828, "bpb": 8.076188}, "fi": {"chunks": 13503.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.717825, "cps": 105.492188, "mean_p": 0.517038, "boundary_entropy": 0.686672, "bpb": 8.036121}}, "bpb": {"en": 8.09436, "tr": 8.07619, "fi": 8.03612}, "gini_cpc": 0.098088, "gini_cps": 0.108267, "bpic": 1.739338, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.7232025555756703, "fi": 1.1452422859105857}, "inventory": {"size": 4975, "admitted": 0, "staged": 4975, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 0, "admitted_surface": 0, "staged_surface": 2006, "admitted_split": 0, "staged_split": 1198, "admitted_merge": 0, "staged_merge": 852, "admitted_skel": 0, "staged_skel": 919, "mean_count": 0.0, "n_util_obs": 0, "util_count_spearman": NaN}, "t": 15.4} | |
| {"event": "probe", "step": 2, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 10881.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.625237, "cps": 85.007812, "mean_p": 0.512978, "boundary_entropy": 0.686318, "bpb": 8.031143}, "tr": {"chunks": 8246.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.455505, "cps": 64.421875, "mean_p": 0.498244, "boundary_entropy": 0.686832, "bpb": 8.031874}, "fi": {"chunks": 13466.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.715858, "cps": 105.203125, "mean_p": 0.516798, "boundary_entropy": 0.686692, "bpb": 7.976331}}, "bpb": {"en": 8.03114, "tr": 8.03187, "fi": 7.97633}, "gini_cpc": 0.09661, "gini_cps": 0.106771, "bpic": 1.740619, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.7285310882504717, "fi": 1.1449381764657145}, "inventory": {"size": 8946, "admitted": 0, "staged": 8946, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 0, "admitted_surface": 0, "staged_surface": 3535, "admitted_split": 0, "staged_split": 2218, "admitted_merge": 0, "staged_merge": 1439, "admitted_skel": 0, "staged_skel": 1754, "mean_count": 0.0, "n_util_obs": 0, "util_count_spearman": NaN}, "t": 22.8} | |
| {"event": "probe", "step": 4, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 10712.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.615526, "cps": 83.6875, "mean_p": 0.512102, "boundary_entropy": 0.68638, "bpb": 7.8197}, "tr": {"chunks": 8385.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.463183, "cps": 65.507812, "mean_p": 0.498671, "boundary_entropy": 0.686846, "bpb": 7.87881}, "fi": {"chunks": 13216.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.702568, "cps": 103.25, "mean_p": 0.515685, "boundary_entropy": 0.686774, "bpb": 7.773627}}, "bpb": {"en": 7.8197, "tr": 7.87881, "fi": 7.77363}, "gini_cpc": 0.089593, "gini_cps": 0.099671, "bpic": 1.755702, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.7524992505131102, "fi": 1.141410077819419}, "inventory": {"size": 15210, "admitted": 0, "staged": 15210, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 4, "admitted_surface": 0, "staged_surface": 5977, "admitted_split": 0, "staged_split": 3782, "admitted_merge": 0, "staged_merge": 2535, "admitted_skel": 0, "staged_skel": 2916, "mean_count": 0.0, "n_util_obs": 0, "util_count_spearman": NaN}, "t": 35.1} | |
| {"event": "probe", "step": 6, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 10327.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.593403, "cps": 80.679688, "mean_p": 0.510352, "boundary_entropy": 0.686483, "bpb": 7.542835}, "tr": {"chunks": 8504.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.469756, "cps": 66.4375, "mean_p": 0.499188, "boundary_entropy": 0.686869, "bpb": 7.674266}, "fi": {"chunks": 12732.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.676838, "cps": 99.46875, "mean_p": 0.513643, "boundary_entropy": 0.686908, "bpb": 7.518219}}, "bpb": {"en": 7.54283, "tr": 7.67427, "fi": 7.51822}, "gini_cpc": 0.079342, "gini_cps": 0.089303, "bpic": 1.797421, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.791630727628789, "fi": 1.1406034731681387}, "inventory": {"size": 19891, "admitted": 0, "staged": 19891, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 7, "admitted_surface": 0, "staged_surface": 7710, "admitted_split": 0, "staged_split": 4789, "admitted_merge": 0, "staged_merge": 3603, "admitted_skel": 0, "staged_skel": 3789, "mean_count": 0.0, "n_util_obs": 0, "util_count_spearman": NaN}, "t": 44.4} | |
| {"event": "probe", "step": 8, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 9630.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.553353, "cps": 75.234375, "mean_p": 0.507287, "boundary_entropy": 0.686614, "bpb": 7.293066}, "tr": {"chunks": 8638.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.477158, "cps": 67.484375, "mean_p": 0.499596, "boundary_entropy": 0.686902, "bpb": 7.47805}, "fi": {"chunks": 11870.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.631014, "cps": 92.734375, "mean_p": 0.51029, "boundary_entropy": 0.687081, "bpb": 7.295882}}, "bpb": {"en": 7.29307, "tr": 7.47805, "fi": 7.29588}, "gini_cpc": 0.061733, "gini_cps": 0.071493, "bpic": 1.882408, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.8623041601854946, "fi": 1.140346065825143}, "inventory": {"size": 25367, "admitted": 0, "staged": 25367, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 9, "admitted_surface": 0, "staged_surface": 9813, "admitted_split": 0, "staged_split": 6097, "admitted_merge": 0, "staged_merge": 4556, "admitted_skel": 0, "staged_skel": 4901, "mean_count": 0.0, "n_util_obs": 0, "util_count_spearman": NaN}, "t": 52.1} | |
| {"event": "probe", "step": 16, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 3751.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.215538, "cps": 29.304688, "mean_p": 0.484386, "boundary_entropy": 0.686161, "bpb": 6.724762}, "tr": {"chunks": 7273.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.401757, "cps": 56.820312, "mean_p": 0.494384, "boundary_entropy": 0.686996, "bpb": 7.013501}, "fi": {"chunks": 4587.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.243847, "cps": 35.835938, "mean_p": 0.486533, "boundary_entropy": 0.686903, "bpb": 6.787305}}, "bpb": {"en": 6.72476, "tr": 7.0135, "fi": 6.78731}, "gini_cpc": 0.144165, "gini_cps": 0.150407, "bpic": 3.634104, "worst_lang": "tr", "cpc_parity_vs_en": {"en": 1.0, "tr": 1.8639750385369256, "fi": 1.1313420066346032}, "inventory": {"size": 63000, "admitted": 0, "staged": 63000, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 23, "admitted_surface": 0, "staged_surface": 23782, "admitted_split": 0, "staged_split": 17661, "admitted_merge": 0, "staged_merge": 6732, "admitted_skel": 0, "staged_skel": 14825, "mean_count": 0.0, "n_util_obs": 0, "util_count_spearman": NaN}, "t": 62.6} | |
| {"event": "probe", "step": 32, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 2604.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.149629, "cps": 20.34375, "mean_p": 0.486737, "boundary_entropy": 0.686947, "bpb": 6.304656}, "tr": {"chunks": 4649.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.256808, "cps": 36.320312, "mean_p": 0.4902, "boundary_entropy": 0.687561, "bpb": 6.651796}, "fi": {"chunks": 1396.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.074212, "cps": 10.90625, "mean_p": 0.479424, "boundary_entropy": 0.686976, "bpb": 6.420884}}, "bpb": {"en": 6.30466, "tr": 6.6518, "fi": 6.42088}, "gini_cpc": 0.253263, "gini_cps": 0.250742, "bpic": 6.559371, "worst_lang": "tr", "cpc_parity_vs_en": {"en": 1.0, "tr": 1.7162957816142193, "fi": 0.495971447238808}, "inventory": {"size": 138819, "admitted": 0, "staged": 138819, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 47, "admitted_surface": 0, "staged_surface": 50319, "admitted_split": 0, "staged_split": 43526, "admitted_merge": 0, "staged_merge": 8687, "admitted_skel": 0, "staged_skel": 36287, "mean_count": 0.0, "n_util_obs": 0, "util_count_spearman": NaN}, "t": 89.4} | |
| {"event": "consolidate", "step": 50, "retired": 0, "split_retired": 0, "merge_admitted": 0, "admitted": 3037, "swapped": 0, "uncertain_staged": 230596, "t": 122.9} | |
| {"event": "train", "step": 50, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 4.21236, "bpb": 6.07715, "chunk_loss": 0.034232, "F": 0.22614, "G": 0.48852, "chunks": 231.56, "bytes_per_chunk": 4.422, "boundary_entropy": 0.69161, "router_noise": 0.0, "grad_norm": 2.4795, "lr": 5.1e-05, "router_trainable": true, "sec_per_step": 2.25, "probe_sec": 0.1145, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.06616, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 9, "mean_delta_loo": 0.00836, "n_shadow": 5, "mean_delta_shadow": 0.00779, "n_split": 0, "mean_delta_split": NaN, "n_merge": 0, "mean_delta_merge": NaN, "n_dropped_unpaired": 0, "n_full": 5, "trunc_ratio_sum": 1.02249, "trunc_abs_frac": 2.93977, "mean_delta_full": 0.01846, "read_hit_rate": {"surface": 0.23325, "split": 0.0676, "merge": 0.0, "skel": 0.0}, "mean_gate": {"surface": 0.11896, "split": 0.11928, "merge": null, "skel": null}, "n_reads": 2345, "n_cand": 27554, "read_suppressed_frac": 0.0994, "dropout_reads_logged": 2345, "inventory": {"size": 236152, "admitted": 3037, "staged": 233115, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 80, "admitted_surface": 1, "staged_surface": 84412, "admitted_split": 2, "staged_split": 76816, "admitted_merge": 0, "staged_merge": 10407, "admitted_skel": 3034, "staged_skel": 61480, "mean_count": 30.82383918762207, "n_util_obs": 3, "util_count_spearman": 0.5}, "probe_overhead_sec_total": 7.841, "probe_overhead_seq_frac": 0.4902, "util_loss": 0.073386, "alpha": 0.03, "t": 124.2} | |
| {"event": "probe", "step": 64, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 4801.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.275872, "cps": 37.507812, "mean_p": 0.485152, "boundary_entropy": 0.685508, "bpb": 5.552647}, "tr": {"chunks": 5408.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.298735, "cps": 42.25, "mean_p": 0.486607, "boundary_entropy": 0.686484, "bpb": 5.956909}, "fi": {"chunks": 4713.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.250545, "cps": 36.820312, "mean_p": 0.484039, "boundary_entropy": 0.686334, "bpb": 5.718363}}, "bpb": {"en": 5.55265, "tr": 5.95691, "fi": 5.71836}, "gini_cpc": 0.038934, "gini_cps": 0.03105, "bpic": 3.801903, "worst_lang": "tr", "cpc_parity_vs_en": {"en": 1.0, "tr": 1.0828755443851386, "fi": 0.9081926243127254}, "inventory": {"size": 265181, "admitted": 3037, "staged": 262144, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 82, "admitted_surface": 1, "staged_surface": 93127, "admitted_split": 2, "staged_split": 86866, "admitted_merge": 0, "staged_merge": 11380, "admitted_skel": 3034, "staged_skel": 70771, "mean_count": 38.370758056640625, "n_util_obs": 3, "util_count_spearman": -0.5}, "t": 146.6} | |
| {"event": "consolidate", "step": 100, "retired": 0, "split_retired": 0, "merge_admitted": 0, "admitted": 62499, "swapped": 3, "uncertain_staged": 262139, "t": 211.1} | |
| {"event": "train", "step": 100, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 3.24834, "bpb": 4.68637, "chunk_loss": 0.02962, "F": 0.16034, "G": 0.45215, "chunks": 164.19, "bytes_per_chunk": 6.237, "boundary_entropy": 0.68184, "router_noise": 0.0, "grad_norm": 1.5075, "lr": 0.000101, "router_trainable": true, "sec_per_step": 1.758, "probe_sec": 0.1134, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.07083, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 4, "mean_delta_loo": 0.03218, "n_shadow": 10, "mean_delta_shadow": -0.0166, "n_split": 0, "mean_delta_split": NaN, "n_merge": 0, "mean_delta_merge": NaN, "n_dropped_unpaired": 0, "n_full": 2, "trunc_ratio_sum": -0.13732, "trunc_abs_frac": 1.07033, "mean_delta_full": -0.01733, "read_hit_rate": {"surface": 0.05824, "split": 0.0, "merge": 0.0, "skel": 0.33117}, "mean_gate": {"surface": 0.11911, "split": null, "merge": null, "skel": 0.11912}, "n_reads": 1426, "n_cand": 22600, "read_suppressed_frac": 0.1087, "dropout_reads_logged": 1426, "inventory": {"size": 270587, "admitted": 65536, "staged": 205051, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 100, "admitted_surface": 4684, "staged_surface": 91360, "admitted_split": 0, "staged_split": 85011, "admitted_merge": 1, "staged_merge": 14726, "admitted_skel": 60851, "staged_skel": 13954, "mean_count": 4.4248046875, "n_util_obs": 0, "util_count_spearman": NaN}, "probe_overhead_sec_total": 14.568, "probe_overhead_seq_frac": 0.495, "util_loss": 0.003194, "alpha": 0.03, "t": 212.1} | |
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| {"event": "probe", "step": 400, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 2965.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.170373, "cps": 23.164062, "mean_p": 0.27881, "boundary_entropy": 0.421015, "bpb": 2.915635}, "tr": {"chunks": 3061.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.169088, "cps": 23.914062, "mean_p": 0.280111, "boundary_entropy": 0.445877, "bpb": 3.188016}, "fi": {"chunks": 3896.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.207113, "cps": 30.4375, "mean_p": 0.294363, "boundary_entropy": 0.471191, "bpb": 3.384733}}, "bpb": {"en": 2.91563, "tr": 3.18802, "fi": 3.38473}, "gini_cpc": 0.04638, "gini_cps": 0.062555, "bpic": 5.717799, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.992458145859942, "fi": 1.2156442137700099}, "inventory": {"size": 326656, "admitted": 65536, "staged": 261120, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 119, "admitted_surface": 4169, "staged_surface": 81253, "admitted_split": 38, "staged_split": 68122, "admitted_merge": 342, "staged_merge": 54693, "admitted_skel": 60987, "staged_skel": 57052, "mean_count": 4.4640655517578125, "n_util_obs": 7, "util_count_spearman": -0.2857142857142857}, "t": 714.3} | |
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| {"event": "train", "step": 700, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 1.9918, "bpb": 2.87356, "chunk_loss": 0.031017, "F": 0.20471, "G": 0.26826, "chunks": 209.62, "bytes_per_chunk": 4.885, "boundary_entropy": 0.31482, "router_noise": 0.0, "grad_norm": 1.1341, "lr": 0.0002967, "router_trainable": true, "sec_per_step": 1.634, "probe_sec": 0.119, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.06722, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 6, "mean_delta_loo": -0.07829, "n_shadow": 4, "mean_delta_shadow": -0.01621, "n_split": 0, "mean_delta_split": NaN, "n_merge": 2, "mean_delta_merge": -0.06505, "n_dropped_unpaired": 0, "n_full": 5, "trunc_ratio_sum": 0.66269, "trunc_abs_frac": 0.4697, "mean_delta_full": -0.13701, "read_hit_rate": {"surface": 0.1098, "split": 0.11355, "merge": 0.00015, "skel": 0.27783}, "mean_gate": {"surface": 0.16961, "split": 0.14128, "merge": 0.16627, "skel": 0.15033}, "n_reads": 3438, "n_cand": 29843, "read_suppressed_frac": 0.0971, "dropout_reads_logged": 3438, "inventory": {"size": 327680, "admitted": 65536, "staged": 262144, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 255, "admitted_surface": 4567, "staged_surface": 65659, "admitted_split": 42, "staged_split": 50486, "admitted_merge": 3, "staged_merge": 100006, "admitted_skel": 60924, "staged_skel": 45993, "mean_count": 23.44873046875, "n_util_obs": 49, "util_count_spearman": -0.1620408163265306}, "probe_overhead_sec_total": 93.245, "probe_overhead_seq_frac": 0.4993, "util_loss": 0.004683, "alpha": 0.03, "t": 1195.7} | |
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| {"event": "train", "step": 750, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 1.78301, "bpb": 2.57234, "chunk_loss": 0.030835, "F": 0.20493, "G": 0.26426, "chunks": 209.84, "bytes_per_chunk": 4.88, "boundary_entropy": 0.30022, "router_noise": 0.0, "grad_norm": 1.1488, "lr": 0.0002959, "router_trainable": true, "sec_per_step": 1.624, "probe_sec": 0.2121, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.11579, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 3, "mean_delta_loo": 0.02741, "n_shadow": 8, "mean_delta_shadow": -0.00621, "n_split": 3, "mean_delta_split": 0.06848, "n_merge": 0, "mean_delta_merge": NaN, "n_dropped_unpaired": 0, "n_full": 2, "trunc_ratio_sum": -0.25489, "trunc_abs_frac": 2.17019, "mean_delta_full": -0.09363, "read_hit_rate": {"surface": 0.17447, "split": 0.12918, "merge": 0.0, "skel": 0.30037}, "mean_gate": {"surface": 0.16185, "split": 0.13586, "merge": null, "skel": 0.14432}, "n_reads": 4263, "n_cand": 30434, "read_suppressed_frac": 0.0971, "dropout_reads_logged": 4263, "inventory": {"size": 327680, "admitted": 65536, "staged": 262144, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 268, "admitted_surface": 3878, "staged_surface": 64560, "admitted_split": 28, "staged_split": 49248, "admitted_merge": 0, "staged_merge": 103762, "admitted_skel": 61630, "staged_skel": 44574, "mean_count": 28.638076782226562, "n_util_obs": 51, "util_count_spearman": -0.005429864253393665}, "probe_overhead_sec_total": 99.951, "probe_overhead_seq_frac": 0.4993, "util_loss": 0.005421, "alpha": 0.03, "t": 1277.0} | |
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| {"event": "train", "step": 900, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 1.60923, "bpb": 2.32163, "chunk_loss": 0.030719, "F": 0.20068, "G": 0.25752, "chunks": 205.5, "bytes_per_chunk": 4.983, "boundary_entropy": 0.27736, "router_noise": 0.0, "grad_norm": 1.1558, "lr": 0.0002927, "router_trainable": true, "sec_per_step": 1.642, "probe_sec": 0.2221, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.13287, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 6, "mean_delta_loo": 0.04909, "n_shadow": 6, "mean_delta_shadow": -0.03081, "n_split": 0, "mean_delta_split": NaN, "n_merge": 1, "mean_delta_merge": -0.14844, "n_dropped_unpaired": 0, "n_full": 6, "trunc_ratio_sum": 0.80022, "trunc_abs_frac": 2.2843, "mean_delta_full": -0.07784, "read_hit_rate": {"surface": 0.25061, "split": 0.1724, "merge": 0.0, "skel": 0.3485}, "mean_gate": {"surface": 0.1683, "split": 0.13852, "merge": null, "skel": 0.15098}, "n_reads": 5509, "n_cand": 30155, "read_suppressed_frac": 0.1002, "dropout_reads_logged": 5509, "inventory": {"size": 327680, "admitted": 65536, "staged": 262144, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 319, "admitted_surface": 4285, "staged_surface": 62655, "admitted_split": 55, "staged_split": 48081, "admitted_merge": 1, "staged_merge": 108872, "admitted_skel": 61195, "staged_skel": 42536, "mean_count": 45.10638427734375, "n_util_obs": 76, "util_count_spearman": -0.014299384825700616}, "probe_overhead_sec_total": 119.852, "probe_overhead_seq_frac": 0.4994, "util_loss": 0.00544, "alpha": 0.03, "t": 1517.3} | |
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| {"event": "train", "step": 1000, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 1.74176, "bpb": 2.51283, "chunk_loss": 0.030672, "F": 0.20041, "G": 0.25307, "chunks": 205.22, "bytes_per_chunk": 4.99, "boundary_entropy": 0.27307, "router_noise": 0.0, "grad_norm": 0.9423, "lr": 0.0002901, "router_trainable": true, "sec_per_step": 1.885, "probe_sec": 0.2197, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.1757, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 4, "mean_delta_loo": -0.10673, "n_shadow": 7, "mean_delta_shadow": 0.0732, "n_split": 1, "mean_delta_split": 0.23364, "n_merge": 1, "mean_delta_merge": 0.24678, "n_dropped_unpaired": 0, "n_full": 3, "trunc_ratio_sum": 0.38121, "trunc_abs_frac": 0.47884, "mean_delta_full": 0.37817, "read_hit_rate": {"surface": 0.25233, "split": 0.1837, "merge": 0.0, "skel": 0.43098}, "mean_gate": {"surface": 0.15386, "split": 0.13234, "merge": null, "skel": 0.13969}, "n_reads": 6038, "n_cand": 29890, "read_suppressed_frac": 0.0979, "dropout_reads_logged": 6038, "inventory": {"size": 327680, "admitted": 65536, "staged": 262144, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 347, "admitted_surface": 4195, "staged_surface": 62241, "admitted_split": 83, "staged_split": 47210, "admitted_merge": 1, "staged_merge": 111034, "admitted_skel": 61257, "staged_skel": 41659, "mean_count": 62.53044128417969, "n_util_obs": 91, "util_count_spearman": 0.047396082178690874}, "probe_overhead_sec_total": 132.445, "probe_overhead_seq_frac": 0.4995, "util_loss": 0.005599, "alpha": 0.03, "t": 1693.4} | |
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| {"event": "train", "step": 1050, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 1.63998, "bpb": 2.36599, "chunk_loss": 0.03081, "F": 0.20242, "G": 0.24805, "chunks": 207.28, "bytes_per_chunk": 4.94, "boundary_entropy": 0.2619, "router_noise": 0.0, "grad_norm": 1.066, "lr": 0.0002886, "router_trainable": true, "sec_per_step": 1.795, "probe_sec": 0.1885, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.1322, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 5, "mean_delta_loo": 0.07976, "n_shadow": 3, "mean_delta_shadow": 0.0399, "n_split": 2, "mean_delta_split": -0.01154, "n_merge": 1, "mean_delta_merge": -0.1189, "n_dropped_unpaired": 0, "n_full": 2, "trunc_ratio_sum": 0.18493, "trunc_abs_frac": 0.23926, "mean_delta_full": -0.14703, "read_hit_rate": {"surface": 0.26405, "split": 0.22859, "merge": 0.0, "skel": 0.45206}, "mean_gate": {"surface": 0.15749, "split": 0.12964, "merge": null, "skel": 0.13976}, "n_reads": 6697, "n_cand": 29866, "read_suppressed_frac": 0.098, "dropout_reads_logged": 6697, "inventory": {"size": 327680, "admitted": 65536, "staged": 262144, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 358, "admitted_surface": 4020, "staged_surface": 62067, "admitted_split": 103, "staged_split": 46605, "admitted_merge": 1, "staged_merge": 111819, "admitted_skel": 61412, "staged_skel": 41653, "mean_count": 68.280517578125, "n_util_obs": 98, "util_count_spearman": -0.050041759909212044}, "probe_overhead_sec_total": 139.268, "probe_overhead_seq_frac": 0.4995, "util_loss": 0.005733, "alpha": 0.03, "t": 1783.1} | |
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| {"event": "eval", "step": 1400, "phase": 1, "bpb": {"en": 2.22974, "tr": 2.50619, "fi": 2.66293}, "bytes_per_chunk": {"en": 5.059, "tr": 5.66, "fi": 4.61}, "bpb_mean": 2.46629, "frozen_inventory": true, "t": 2379.1} | |
| {"event": "train", "step": 1400, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 1.60521, "bpb": 2.31584, "chunk_loss": 0.030563, "F": 0.19485, "G": 0.24292, "chunks": 199.53, "bytes_per_chunk": 5.132, "boundary_entropy": 0.2453, "router_noise": 0.0, "grad_norm": 0.8989, "lr": 0.0002759, "router_trainable": true, "sec_per_step": 2.064, "probe_sec": 0.1265, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.09015, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 5, "mean_delta_loo": 0.19705, "n_shadow": 1, "mean_delta_shadow": -0.06921, "n_split": 4, "mean_delta_split": -0.01178, "n_merge": 1, "mean_delta_merge": -0.08582, "n_dropped_unpaired": 0, "n_full": 5, "trunc_ratio_sum": 2.2674, "trunc_abs_frac": 0.65982, "mean_delta_full": 0.06702, "read_hit_rate": {"surface": 0.27546, "split": 0.28361, "merge": 0.0878, "skel": 0.51567}, "mean_gate": {"surface": 0.16083, "split": 0.12193, "merge": 0.14236, "skel": 0.13336}, "n_reads": 8033, "n_cand": 28823, "read_suppressed_frac": 0.1007, "dropout_reads_logged": 8033, "inventory": {"size": 327680, "admitted": 65536, "staged": 262144, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 486, "admitted_surface": 1286, "staged_surface": 62632, "admitted_split": 770, "staged_split": 47450, "admitted_merge": 4399, "staged_merge": 110177, "admitted_skel": 59081, "staged_skel": 41885, "mean_count": 119.07667541503906, "n_util_obs": 164, "util_count_spearman": -0.09083019329914437}, "probe_overhead_sec_total": 187.909, "probe_overhead_seq_frac": 0.4996, "util_loss": 0.005962, "alpha": 0.03, "t": 2388.3} | |
| {"event": "consolidate", "step": 1450, "retired": 0, "split_retired": 2, "merge_admitted": 0, "admitted": 2, "swapped": 61, "uncertain_staged": 262102, "t": 2471.9} | |
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| {"event": "probe", "step": 1800, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 3267.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.187726, "cps": 25.523438, "mean_p": 0.223741, "boundary_entropy": 0.213832, "bpb": 2.141554}, "tr": {"chunks": 3282.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.181296, "cps": 25.640625, "mean_p": 0.224494, "boundary_entropy": 0.254876, "bpb": 2.369386}, "fi": {"chunks": 4256.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.226251, "cps": 33.25, "mean_p": 0.248275, "boundary_entropy": 0.220329, "bpb": 2.540944}}, "bpb": {"en": 2.14155, "tr": 2.36939, "fi": 2.54094}, "gini_cpc": 0.050346, "gini_cps": 0.061021, "bpic": 5.250532, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.9657462067760714, "fi": 1.2052155365593828}, "inventory": {"size": 327666, "admitted": 65536, "staged": 262130, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 627, "admitted_surface": 1293, "staged_surface": 62523, "admitted_split": 849, "staged_split": 46680, "admitted_merge": 4408, "staged_merge": 111539, "admitted_skel": 58986, "staged_skel": 41388, "mean_count": 190.9822540283203, "n_util_obs": 225, "util_count_spearman": -0.07768857985672145}, "t": 3054.8} | |
| {"event": "eval", "step": 1800, "phase": 1, "bpb": {"en": 2.15839, "tr": 2.37768, "fi": 2.54727}, "bytes_per_chunk": {"en": 5.241, "tr": 5.993, "fi": 4.624}, "bpb_mean": 2.36111, "frozen_inventory": true, "t": 3058.4} | |
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| {"event": "phase_transition", "step": 2400, "phase": 2, "objective": "global", "router_trainable": true, "encoder_trainable": true, "frozen_router_params": 0, "t": 4067.9} | |
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| {"event": "eval", "step": 3200, "phase": 2, "bpb": {"en": 2.00406, "tr": 2.16909, "fi": 2.30567}, "bytes_per_chunk": {"en": 5.167, "tr": 5.984, "fi": 4.801}, "bpb_mean": 2.15961, "frozen_inventory": true, "t": 5038.6} | |
| {"event": "train", "step": 3200, "arch": "ali", "phase": 2, "objective": "global", "lm_loss": 1.43514, "bpb": 2.07047, "chunk_loss": 0.030366, "F": 0.19446, "G": 0.21795, "chunks": 199.12, "bytes_per_chunk": 5.142, "boundary_entropy": 0.15418, "router_noise": 0.0, "grad_norm": 0.646, "lr": 0.0001613, "router_trainable": true, "sec_per_step": 0.894, "probe_sec": 0.069, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.04387, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 7, "mean_delta_loo": -0.05245, "n_shadow": 2, "mean_delta_shadow": -0.01698, "n_split": 1, "mean_delta_split": 0.06702, "n_merge": 2, "mean_delta_merge": -0.02603, "n_dropped_unpaired": 0, "n_full": 3, "trunc_ratio_sum": 1.42413, "trunc_abs_frac": 0.34468, "mean_delta_full": -0.01636, "read_hit_rate": {"surface": 0.33943, "split": 0.4447, "merge": 0.08386, "skel": 0.58682}, "mean_gate": {"surface": 0.1476, "split": 0.0673, "merge": 0.12771, "skel": 0.11803}, "n_reads": 10560, "n_cand": 28790, "read_suppressed_frac": 0.0997, "dropout_reads_logged": 10560, "inventory": {"size": 327680, "admitted": 65536, "staged": 262144, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 1024, "admitted_surface": 1342, "staged_surface": 62972, "admitted_split": 1419, "staged_split": 46457, "admitted_merge": 4453, "staged_merge": 110623, "admitted_skel": 58322, "staged_skel": 42092, "mean_count": 410.66497802734375, "n_util_obs": 400, "util_count_spearman": -0.04643260705685122}, "probe_overhead_sec_total": 460.018, "probe_overhead_seq_frac": 0.4998, "util_loss": 0.005987, "alpha": 0.03, "t": 5043.0} | |
| {"event": "consolidate", "step": 3250, "retired": 1, "split_retired": 4, "merge_admitted": 0, "admitted": 5, "swapped": 5, "uncertain_staged": 262114, "t": 5078.3} | |
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| {"event": "consolidate", "step": 4000, "retired": 0, "split_retired": 5, "merge_admitted": 0, "admitted": 4, "swapped": 0, "uncertain_staged": 262116, "t": 5640.9} | |
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| {"event": "phase_transition", "step": 4200, "phase": 3, "objective": "global", "router_trainable": true, "encoder_trainable": true, "frozen_router_params": 0, "t": 5804.2} | |
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| {"event": "train", "step": 4250, "arch": "ali", "phase": 3, "objective": "global", "lm_loss": 1.38856, "bpb": 2.00327, "chunk_loss": 0.030406, "F": 0.19641, "G": 0.2175, "chunks": 201.12, "bytes_per_chunk": 5.091, "boundary_entropy": 0.13691, "router_noise": 0.0, "grad_norm": 0.6841, "lr": 8.81e-05, "router_trainable": true, "sec_per_step": 0.681, "probe_sec": 0.0636, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.0417, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 5, "mean_delta_loo": -0.00837, "n_shadow": 5, "mean_delta_shadow": 0.01604, "n_split": 1, "mean_delta_split": -0.0564, "n_merge": 2, "mean_delta_merge": -0.16046, "n_dropped_unpaired": 0, "n_full": 4, "trunc_ratio_sum": 0.3524, "trunc_abs_frac": 0.6681, "mean_delta_full": -0.02667, "read_hit_rate": {"surface": 0.35353, "split": 0.44219, "merge": 0.086, "skel": 0.59415}, "mean_gate": {"surface": 0.13784, "split": 0.05847, "merge": 0.12755, "skel": 0.11432}, "n_reads": 10925, "n_cand": 29373, "read_suppressed_frac": 0.0989, "dropout_reads_logged": 10925, "inventory": {"size": 327680, "admitted": 65536, "staged": 262144, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 1258, "admitted_surface": 1368, "staged_surface": 62834, "admitted_split": 1437, "staged_split": 45834, "admitted_merge": 4463, "staged_merge": 111592, "admitted_skel": 58268, "staged_skel": 41884, "mean_count": 577.2846069335938, "n_util_obs": 506, "util_count_spearman": -0.011645364495393282}, "probe_overhead_sec_total": 538.578, "probe_overhead_seq_frac": 0.4999, "util_loss": 0.006213, "alpha": 0.03, "t": 5838.6} | |
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| {"event": "eval", "step": 4600, "phase": 3, "bpb": {"en": 1.92683, "tr": 2.06351, "fi": 2.16762}, "bytes_per_chunk": {"en": 5.116, "tr": 5.748, "fi": 4.731}, "bpb_mean": 2.05266, "frozen_inventory": true, "t": 6066.2} | |
| {"event": "train", "step": 4600, "arch": "ali", "phase": 3, "objective": "global", "lm_loss": 1.3658, "bpb": 1.97044, "chunk_loss": 0.030472, "F": 0.20206, "G": 0.21886, "chunks": 206.91, "bytes_per_chunk": 4.949, "boundary_entropy": 0.12802, "router_noise": 0.0, "grad_norm": 0.6855, "lr": 6.82e-05, "router_trainable": true, "sec_per_step": 0.783, "probe_sec": 0.0676, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.04391, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 4, "mean_delta_loo": -0.05826, "n_shadow": 5, "mean_delta_shadow": 0.0837, "n_split": 2, "mean_delta_split": 0.03784, "n_merge": 1, "mean_delta_merge": -0.1626, "n_dropped_unpaired": 0, "n_full": 5, "trunc_ratio_sum": 0.29645, "trunc_abs_frac": 4.18335, "mean_delta_full": 0.12417, "read_hit_rate": {"surface": 0.38033, "split": 0.45121, "merge": 0.09654, "skel": 0.61066}, "mean_gate": {"surface": 0.13364, "split": 0.05597, "merge": 0.1194, "skel": 0.11148}, "n_reads": 11497, "n_cand": 29846, "read_suppressed_frac": 0.1007, "dropout_reads_logged": 11497, "inventory": {"size": 327680, "admitted": 65536, "staged": 262144, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 1333, "admitted_surface": 1373, "staged_surface": 62633, "admitted_split": 1499, "staged_split": 45790, "admitted_merge": 4472, "staged_merge": 111838, "admitted_skel": 58192, "staged_skel": 41883, "mean_count": 632.92919921875, "n_util_obs": 545, "util_count_spearman": -0.0214777203242485}, "probe_overhead_sec_total": 562.336, "probe_overhead_seq_frac": 0.4999, "util_loss": 0.006293, "alpha": 0.03, "t": 6070.6} | |
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| {"event": "eval", "step": 5000, "phase": 3, "bpb": {"en": 1.91194, "tr": 2.04486, "fi": 2.145}, "bytes_per_chunk": {"en": 5.125, "tr": 5.778, "fi": 4.771}, "bpb_mean": 2.03393, "frozen_inventory": true, "t": 6365.9} | |
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| {"event": "train", "step": 5300, "arch": "ali", "phase": 3, "objective": "global", "lm_loss": 1.38026, "bpb": 1.9913, "chunk_loss": 0.030357, "F": 0.19592, "G": 0.21197, "chunks": 200.62, "bytes_per_chunk": 5.104, "boundary_entropy": 0.11911, "router_noise": 0.0, "grad_norm": 0.6944, "lr": 3.99e-05, "router_trainable": true, "sec_per_step": 0.616, "probe_sec": 0.0525, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.03428, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 7, "mean_delta_loo": 0.03631, "n_shadow": 4, "mean_delta_shadow": -0.05997, "n_split": 1, "mean_delta_split": -0.19604, "n_merge": 1, "mean_delta_merge": -0.2254, "n_dropped_unpaired": 0, "n_full": 0, "read_hit_rate": {"surface": 0.36709, "split": 0.49956, "merge": 0.08244, "skel": 0.5989}, "mean_gate": {"surface": 0.12427, "split": 0.04982, "merge": 0.11415, "skel": 0.10197}, "n_reads": 11573, "n_cand": 29159, "read_suppressed_frac": 0.0969, "dropout_reads_logged": 11573, "inventory": {"size": 327680, "admitted": 65536, "staged": 262144, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 1466, "admitted_surface": 1471, "staged_surface": 62976, "admitted_split": 2781, "staged_split": 44762, "admitted_merge": 4495, "staged_merge": 112422, "admitted_skel": 56789, "staged_skel": 41984, "mean_count": 756.0698852539062, "n_util_obs": 616, "util_count_spearman": -0.029448003027205766}, "probe_overhead_sec_total": 610.714, "probe_overhead_seq_frac": 0.4999, "util_loss": 0.0058, "alpha": 0.03, "t": 6578.6} | |
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| {"event": "train", "step": 5350, "arch": "ali", "phase": 3, "objective": "global", "lm_loss": 1.31408, "bpb": 1.89582, "chunk_loss": 0.030213, "F": 0.18802, "G": 0.205, "chunks": 192.53, "bytes_per_chunk": 5.319, "boundary_entropy": 0.11796, "router_noise": 0.0, "grad_norm": 0.7524, "lr": 3.86e-05, "router_trainable": true, "sec_per_step": 0.568, "probe_sec": 0.0649, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.04302, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 8, "mean_delta_loo": 0.0819, "n_shadow": 3, "mean_delta_shadow": -0.06729, "n_split": 1, "mean_delta_split": 0.05298, "n_merge": 1, "mean_delta_merge": -0.2076, "n_dropped_unpaired": 0, "n_full": 2, "trunc_ratio_sum": -0.24742, "trunc_abs_frac": 0.79675, "mean_delta_full": 0.24359, "read_hit_rate": {"surface": 0.36205, "split": 0.51861, "merge": 0.08906, "skel": 0.608}, "mean_gate": {"surface": 0.12183, "split": 0.0484, "merge": 0.11387, "skel": 0.09973}, "n_reads": 11544, "n_cand": 28298, "read_suppressed_frac": 0.0978, "dropout_reads_logged": 11544, "inventory": {"size": 327680, "admitted": 65536, "staged": 262144, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 1462, "admitted_surface": 1472, "staged_surface": 63008, "admitted_split": 2910, "staged_split": 44634, "admitted_merge": 4495, "staged_merge": 112667, "admitted_skel": 56659, "staged_skel": 41835, "mean_count": 764.842041015625, "n_util_obs": 622, "util_count_spearman": -0.02984989927785192}, "probe_overhead_sec_total": 613.945, "probe_overhead_seq_frac": 0.4999, "util_loss": 0.006581, "alpha": 0.03, "t": 6606.9} | |
| {"event": "consolidate", "step": 5400, "retired": 0, "split_retired": 0, "merge_admitted": 0, "admitted": 0, "swapped": 105, "uncertain_staged": 262118, "t": 6638.0} | |
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| {"event": "eval", "step": 5600, "phase": 3, "bpb": {"en": 1.89696, "tr": 2.02268, "fi": 2.12148}, "bytes_per_chunk": {"en": 5.135, "tr": 5.721, "fi": 4.808}, "bpb_mean": 2.01371, "frozen_inventory": true, "t": 6769.2} | |
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| {"event": "train", "step": 5650, "arch": "ali", "phase": 3, "objective": "global", "lm_loss": 1.33738, "bpb": 1.92944, "chunk_loss": 0.030409, "F": 0.19803, "G": 0.21323, "chunks": 202.78, "bytes_per_chunk": 5.05, "boundary_entropy": 0.11693, "router_noise": 0.0, "grad_norm": 0.7137, "lr": 3.25e-05, "router_trainable": true, "sec_per_step": 0.644, "probe_sec": 0.0629, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.04169, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 4, "mean_delta_loo": -0.02146, "n_shadow": 5, "mean_delta_shadow": -0.01643, "n_split": 1, "mean_delta_split": 0.04297, "n_merge": 2, "mean_delta_merge": 0.15736, "n_dropped_unpaired": 0, "n_full": 4, "trunc_ratio_sum": -0.39952, "trunc_abs_frac": 0.98303, "mean_delta_full": -0.04605, "read_hit_rate": {"surface": 0.39027, "split": 0.50793, "merge": 0.09105, "skel": 0.61101}, "mean_gate": {"surface": 0.11906, "split": 0.04684, "merge": 0.10631, "skel": 0.09674}, "n_reads": 12040, "n_cand": 29441, "read_suppressed_frac": 0.0958, "dropout_reads_logged": 12040, "inventory": {"size": 327680, "admitted": 65536, "staged": 262144, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 1521, "admitted_surface": 1482, "staged_surface": 62946, "admitted_split": 3120, "staged_split": 44337, "admitted_merge": 4506, "staged_merge": 113038, "admitted_skel": 56428, "staged_skel": 41823, "mean_count": 816.5992431640625, "n_util_obs": 640, "util_count_spearman": -0.012805673024363758}, "probe_overhead_sec_total": 634.858, "probe_overhead_seq_frac": 0.4999, "util_loss": 0.006282, "alpha": 0.03, "t": 6805.8} | |
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| {"event": "train", "step": 5700, "arch": "ali", "phase": 3, "objective": "global", "lm_loss": 1.34935, "bpb": 1.94671, "chunk_loss": 0.030283, "F": 0.19162, "G": 0.20801, "chunks": 196.22, "bytes_per_chunk": 5.219, "boundary_entropy": 0.12056, "router_noise": 0.0, "grad_norm": 0.7523, "lr": 3.18e-05, "router_trainable": true, "sec_per_step": 0.604, "probe_sec": 0.058, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.03949, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 7, "mean_delta_loo": 0.04614, "n_shadow": 5, "mean_delta_shadow": 0.06072, "n_split": 0, "mean_delta_split": NaN, "n_merge": 1, "mean_delta_merge": 0.07843, "n_dropped_unpaired": 0, "n_full": 2, "trunc_ratio_sum": -0.81311, "trunc_abs_frac": 4.68986, "mean_delta_full": 0.08099, "read_hit_rate": {"surface": 0.37474, "split": 0.51669, "merge": 0.09751, "skel": 0.60304}, "mean_gate": {"surface": 0.12183, "split": 0.04725, "merge": 0.11069, "skel": 0.09958}, "n_reads": 11751, "n_cand": 28666, "read_suppressed_frac": 0.101, "dropout_reads_logged": 11751, "inventory": {"size": 327680, "admitted": 65536, "staged": 262144, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 1532, "admitted_surface": 1483, "staged_surface": 63004, "admitted_split": 3133, "staged_split": 44683, "admitted_merge": 4506, "staged_merge": 112505, "admitted_skel": 56414, "staged_skel": 41952, "mean_count": 825.6182250976562, "n_util_obs": 644, "util_count_spearman": -0.004356025786249312}, "probe_overhead_sec_total": 638.141, "probe_overhead_seq_frac": 0.4999, "util_loss": 0.006383, "alpha": 0.03, "t": 6836.0} | |
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