Download log.jsonl from AdaptiveChunking/ali_ali-ema_s0: direct link, hf CLI and curl.
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https://huggingface.co/AdaptiveChunking/ali_ali-ema_s0/resolve/main/log.jsonl
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hf download hf://AdaptiveChunking/ali_ali-ema_s0/log.jsonl
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curl -L -o log.jsonl https://huggingface.co/AdaptiveChunking/ali_ali-ema_s0/resolve/main/log.jsonl
286 kB
| {"event": "start", "run": "ali_ali-ema_s0", "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": 8.8} | |
| {"event": "probe_schedule", "n": 40, "steps": [0, 1, 2, 4, 8, 16, 32, 64, 128, 200, 256, 400, 600, 800, 1000, 1200, 1400, 1600, 1800, 2000, 2200, 2400, 2600, 2800, 3000, 3200, 3400, 3600, 3800, 4000, 4200, 4400, 4600, 4800, 5000, 5200, 5400, 5600, 5800, 6000], "t": 8.8} | |
| {"event": "probe", "step": 0, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 6384.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.366833, "cps": 49.875, "mean_p": 0.496725, "boundary_entropy": 0.686995, "bpb": 8.160238}, "tr": {"chunks": 5290.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.292217, "cps": 41.328125, "mean_p": 0.489567, "boundary_entropy": 0.687288, "bpb": 8.171434}, "fi": {"chunks": 8895.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.472862, "cps": 69.492188, "mean_p": 0.500688, "boundary_entropy": 0.687512, "bpb": 8.214758}}, "bpb": {"en": 8.16024, "tr": 8.17143, "fi": 8.21476}, "gini_cpc": 0.106395, "gini_cps": 0.116842, "bpic": 2.758131, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.7965927738475616, "fi": 1.2890367847879758}, "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": 12.0} | |
| {"event": "train", "step": 0, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 5.66332, "bpb": 8.17044, "chunk_loss": 0.038537, "F": 0.28732, "G": 0.4892, "chunks": 294.22, "bytes_per_chunk": 3.48, "boundary_entropy": 0.69137, "router_noise": 0.0, "grad_norm": 11.0317, "lr": 1e-06, "router_trainable": true, "sec_per_step": 0.031, "probe_sec": 0.0168, "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": 34933, "read_suppressed_frac": 0.0, "dropout_reads_logged": 0, "inventory": {"size": 9451, "admitted": 0, "staged": 9451, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 0, "admitted_surface": 0, "staged_surface": 3696, "admitted_split": 0, "staged_split": 3051, "admitted_merge": 0, "staged_merge": 203, "admitted_skel": 0, "staged_skel": 2501, "mean_count": 0.0, "n_util_obs": 0, "util_count_spearman": NaN}, "probe_overhead_sec_total": 0.017, "probe_overhead_seq_frac": 0.0, "util_loss": 0.0, "alpha": 0.03, "t": 15.0} | |
| {"event": "probe", "step": 1, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 6302.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.362121, "cps": 49.234375, "mean_p": 0.496454, "boundary_entropy": 0.686986, "bpb": 8.128356}, "tr": {"chunks": 5227.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.288737, "cps": 40.835938, "mean_p": 0.489372, "boundary_entropy": 0.687277, "bpb": 8.149326}, "fi": {"chunks": 8821.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.468928, "cps": 68.914062, "mean_p": 0.500418, "boundary_entropy": 0.687508, "bpb": 8.187192}}, "bpb": {"en": 8.12836, "tr": 8.14933, "fi": 8.18719}, "gini_cpc": 0.107277, "gini_cps": 0.11774, "bpic": 2.787813, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.7973475608639046, "fi": 1.2949460045871117}, "inventory": {"size": 9451, "admitted": 0, "staged": 9451, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 0, "admitted_surface": 0, "staged_surface": 3696, "admitted_split": 0, "staged_split": 3051, "admitted_merge": 0, "staged_merge": 203, "admitted_skel": 0, "staged_skel": 2501, "mean_count": 0.0, "n_util_obs": 0, "util_count_spearman": NaN}, "t": 17.1} | |
| {"event": "probe", "step": 2, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 6171.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.354594, "cps": 48.210938, "mean_p": 0.495924, "boundary_entropy": 0.686967, "bpb": 8.064216}, "tr": {"chunks": 5127.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.283213, "cps": 40.054688, "mean_p": 0.488972, "boundary_entropy": 0.687254, "bpb": 8.10525}, "fi": {"chunks": 8679.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.461379, "cps": 67.804688, "mean_p": 0.499889, "boundary_entropy": 0.687499, "bpb": 8.130951}}, "bpb": {"en": 8.06422, "tr": 8.10525, "fi": 8.13095}, "gini_cpc": 0.10806, "gini_cps": 0.118536, "bpic": 2.839866, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.7986956880537021, "fi": 1.3011470419088613}, "inventory": {"size": 16573, "admitted": 0, "staged": 16573, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 2, "admitted_surface": 0, "staged_surface": 6587, "admitted_split": 0, "staged_split": 5117, "admitted_merge": 0, "staged_merge": 496, "admitted_skel": 0, "staged_skel": 4373, "mean_count": 0.0, "n_util_obs": 0, "util_count_spearman": NaN}, "t": 21.5} | |
| {"event": "probe", "step": 4, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 5667.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.325634, "cps": 44.273438, "mean_p": 0.494022, "boundary_entropy": 0.686888, "bpb": 7.849059}, "tr": {"chunks": 4748.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.262277, "cps": 37.09375, "mean_p": 0.487542, "boundary_entropy": 0.687166, "bpb": 7.95192}, "fi": {"chunks": 8073.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.429164, "cps": 63.070312, "mean_p": 0.497939, "boundary_entropy": 0.687458, "bpb": 7.941799}}, "bpb": {"en": 7.84906, "tr": 7.95192, "fi": 7.9418}, "gini_cpc": 0.10939, "gini_cps": 0.119898, "bpic": 3.068585, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.8054360544437107, "fi": 1.3179349545965569}, "inventory": {"size": 30162, "admitted": 0, "staged": 30162, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 7, "admitted_surface": 0, "staged_surface": 11946, "admitted_split": 0, "staged_split": 9217, "admitted_merge": 0, "staged_merge": 927, "admitted_skel": 0, "staged_skel": 8072, "mean_count": 0.0, "n_util_obs": 0, "util_count_spearman": NaN}, "t": 27.2} | |
| {"event": "probe", "step": 8, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 4368.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.250991, "cps": 34.125, "mean_p": 0.488767, "boundary_entropy": 0.686599, "bpb": 7.288755}, "tr": {"chunks": 3764.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.207921, "cps": 29.40625, "mean_p": 0.483657, "boundary_entropy": 0.686884, "bpb": 7.525045}, "fi": {"chunks": 6361.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.338153, "cps": 49.695312, "mean_p": 0.49219, "boundary_entropy": 0.687252, "bpb": 7.435079}}, "bpb": {"en": 7.28876, "tr": 7.52504, "fi": 7.43508}, "gini_cpc": 0.108926, "gini_cps": 0.11946, "bpic": 3.914441, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.8284008843170309, "fi": 1.347271127017685}, "inventory": {"size": 55831, "admitted": 0, "staged": 55831, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 14, "admitted_surface": 0, "staged_surface": 21436, "admitted_split": 0, "staged_split": 17828, "admitted_merge": 0, "staged_merge": 1406, "admitted_skel": 0, "staged_skel": 15161, "mean_count": 0.0, "n_util_obs": 0, "util_count_spearman": NaN}, "t": 34.9} | |
| {"event": "probe", "step": 16, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 4437.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.254956, "cps": 34.664062, "mean_p": 0.490983, "boundary_entropy": 0.686931, "bpb": 6.660738}, "tr": {"chunks": 4544.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.251008, "cps": 35.5, "mean_p": 0.488391, "boundary_entropy": 0.687352, "bpb": 6.978511}, "fi": {"chunks": 5614.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.298442, "cps": 43.859375, "mean_p": 0.491247, "boundary_entropy": 0.687412, "bpb": 6.839393}}, "bpb": {"en": 6.66074, "tr": 6.97851, "fi": 6.83939}, "gini_cpc": 0.039312, "gini_cps": 0.053763, "bpic": 3.887085, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.9845152841693148, "fi": 1.1705641423894617}, "inventory": {"size": 102485, "admitted": 0, "staged": 102485, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 24, "admitted_surface": 0, "staged_surface": 37514, "admitted_split": 0, "staged_split": 34860, "admitted_merge": 0, "staged_merge": 1839, "admitted_skel": 0, "staged_skel": 28272, "mean_count": 0.0, "n_util_obs": 0, "util_count_spearman": NaN}, "t": 46.5} | |
| {"event": "probe", "step": 32, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 4007.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.230248, "cps": 31.304688, "mean_p": 0.49458, "boundary_entropy": 0.68755, "bpb": 6.30724}, "tr": {"chunks": 4078.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.225267, "cps": 31.859375, "mean_p": 0.491916, "boundary_entropy": 0.687957, "bpb": 6.636367}, "fi": {"chunks": 4310.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.229121, "cps": 33.671875, "mean_p": 0.492878, "boundary_entropy": 0.687996, "bpb": 6.431573}}, "bpb": {"en": 6.30724, "tr": 6.63637, "fi": 6.43157}, "gini_cpc": 0.00485, "gini_cps": 0.016297, "bpic": 4.577007, "worst_lang": "en", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.9783662162998435, "fi": 0.9951078781023751}, "inventory": {"size": 191393, "admitted": 0, "staged": 191393, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 48, "admitted_surface": 0, "staged_surface": 69436, "admitted_split": 0, "staged_split": 65810, "admitted_merge": 0, "staged_merge": 3284, "admitted_skel": 0, "staged_skel": 52863, "mean_count": 0.0, "n_util_obs": 0, "util_count_spearman": NaN}, "t": 66.7} | |
| {"event": "consolidate", "step": 50, "retired": 0, "split_retired": 0, "merge_admitted": 0, "admitted": 5, "swapped": 0, "uncertain_staged": 262137, "t": 90.8} | |
| {"event": "train", "step": 50, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 4.2256, "bpb": 6.09626, "chunk_loss": 0.030389, "F": 0.17184, "G": 0.49116, "chunks": 175.97, "bytes_per_chunk": 5.819, "boundary_entropy": 0.69209, "router_noise": 0.0, "grad_norm": 2.4391, "lr": 5.1e-05, "router_trainable": true, "sec_per_step": 1.556, "probe_sec": 0.2305, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.19715, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 8, "mean_delta_loo": 0.00425, "n_shadow": 4, "mean_delta_shadow": 0.00256, "n_split": 0, "mean_delta_split": NaN, "n_merge": 1, "mean_delta_merge": -0.0033, "n_dropped_unpaired": 0, "n_full": 4, "trunc_ratio_sum": -0.18677, "trunc_abs_frac": 0.66223, "mean_delta_full": -0.0105, "read_hit_rate": {"surface": 0.03699, "split": 0.09252, "merge": 0.0, "skel": 0.0}, "mean_gate": {"surface": 0.12097, "split": 0.12109, "merge": null, "skel": null}, "n_reads": 988, "n_cand": 22855, "read_suppressed_frac": 0.1083, "dropout_reads_logged": 988, "inventory": {"size": 262149, "admitted": 5, "staged": 262144, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 77, "admitted_surface": 1, "staged_surface": 93830, "admitted_split": 4, "staged_split": 90086, "admitted_merge": 0, "staged_merge": 5073, "admitted_skel": 0, "staged_skel": 73155, "mean_count": 11372.0, "n_util_obs": 5, "util_count_spearman": -0.3}, "probe_overhead_sec_total": 17.267, "probe_overhead_seq_frac": 0.4902, "util_loss": 0.085767, "alpha": 0.03, "t": 92.8} | |
| {"event": "probe", "step": 64, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 4078.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.234327, "cps": 31.859375, "mean_p": 0.488409, "boundary_entropy": 0.686626, "bpb": 5.623195}, "tr": {"chunks": 3919.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.216483, "cps": 30.617188, "mean_p": 0.488237, "boundary_entropy": 0.687521, "bpb": 6.00986}, "fi": {"chunks": 5365.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.285205, "cps": 41.914062, "mean_p": 0.493012, "boundary_entropy": 0.687702, "bpb": 5.817154}}, "bpb": {"en": 5.62319, "tr": 6.00986, "fi": 5.81715}, "gini_cpc": 0.062247, "gini_cps": 0.072145, "bpic": 4.245772, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.9238503141131518, "fi": 1.2171237629814387}, "inventory": {"size": 262149, "admitted": 5, "staged": 262144, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 84, "admitted_surface": 1, "staged_surface": 94397, "admitted_split": 4, "staged_split": 88371, "admitted_merge": 0, "staged_merge": 6114, "admitted_skel": 0, "staged_skel": 73262, "mean_count": 13748.400390625, "n_util_obs": 5, "util_count_spearman": 0.6}, "t": 115.1} | |
| {"event": "consolidate", "step": 100, "retired": 0, "split_retired": 0, "merge_admitted": 0, "admitted": 65531, "swapped": 5, "uncertain_staged": 262139, "t": 174.0} | |
| {"event": "train", "step": 100, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 3.21776, "bpb": 4.64225, "chunk_loss": 0.032169, "F": 0.20639, "G": 0.41949, "chunks": 211.34, "bytes_per_chunk": 4.845, "boundary_entropy": 0.66508, "router_noise": 0.0, "grad_norm": 4.069, "lr": 0.000101, "router_trainable": true, "sec_per_step": 1.654, "probe_sec": 0.4531, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.43393, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 4, "mean_delta_loo": 0.00255, "n_shadow": 7, "mean_delta_shadow": -0.00317, "n_split": 1, "mean_delta_split": 0.01123, "n_merge": 1, "mean_delta_merge": -0.01053, "n_dropped_unpaired": 0, "n_full": 6, "trunc_ratio_sum": 0.26811, "trunc_abs_frac": 0.49821, "mean_delta_full": -0.02303, "read_hit_rate": {"surface": 0.63824, "split": 0.39809, "merge": 0.09479, "skel": 0.43967}, "mean_gate": {"surface": 0.12006, "split": 0.12008, "merge": 0.12028, "skel": 0.12024}, "n_reads": 11828, "n_cand": 30247, "read_suppressed_frac": 0.1016, "dropout_reads_logged": 11828, "inventory": {"size": 266045, "admitted": 65536, "staged": 200509, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 115, "admitted_surface": 62562, "staged_surface": 35063, "admitted_split": 2222, "staged_split": 80194, "admitted_merge": 214, "staged_merge": 11294, "admitted_skel": 538, "staged_skel": 73958, "mean_count": 13.821853637695312, "n_util_obs": 0, "util_count_spearman": NaN}, "probe_overhead_sec_total": 40.237, "probe_overhead_seq_frac": 0.495, "util_loss": 0.00215, "alpha": 0.03, "t": 175.5} | |
| {"event": "probe", "step": 128, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 3605.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.207148, "cps": 28.164062, "mean_p": 0.376841, "boundary_entropy": 0.609541, "bpb": 4.176834}, "tr": {"chunks": 3025.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.167099, "cps": 23.632812, "mean_p": 0.411489, "boundary_entropy": 0.650821, "bpb": 4.500012}, "fi": {"chunks": 3378.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.179576, "cps": 26.390625, "mean_p": 0.39088, "boundary_entropy": 0.633929, "bpb": 4.423607}}, "bpb": {"en": 4.17683, "tr": 4.50001, "fi": 4.42361}, "gini_cpc": 0.048209, "gini_cps": 0.038636, "bpic": 5.668665, "worst_lang": "en", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.8066658632300008, "fi": 0.8668952292867861}, "inventory": {"size": 327680, "admitted": 65536, "staged": 262144, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 160, "admitted_surface": 62562, "staged_surface": 65211, "admitted_split": 2222, "staged_split": 92635, "admitted_merge": 214, "staged_merge": 15754, "admitted_skel": 538, "staged_skel": 88544, "mean_count": 18.217666625976562, "n_util_obs": 2, "util_count_spearman": NaN}, "t": 214.9} | |
| {"event": "consolidate", "step": 150, "retired": 0, "split_retired": 0, "merge_admitted": 0, "admitted": 0, "swapped": 2, "uncertain_staged": 262136, "t": 252.6} | |
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| {"event": "train", "step": 650, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 1.90783, "bpb": 2.75242, "chunk_loss": 0.031185, "F": 0.21948, "G": 0.26241, "chunks": 224.75, "bytes_per_chunk": 4.556, "boundary_entropy": 0.27766, "router_noise": 0.0, "grad_norm": 1.1612, "lr": 0.0002975, "router_trainable": true, "sec_per_step": 1.283, "probe_sec": 0.1646, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.13743, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 2, "mean_delta_loo": -0.09332, "n_shadow": 8, "mean_delta_shadow": -0.03486, "n_split": 1, "mean_delta_split": -0.17517, "n_merge": 1, "mean_delta_merge": 0.02179, "n_dropped_unpaired": 0, "n_full": 3, "trunc_ratio_sum": 0.78679, "trunc_abs_frac": 0.41889, "mean_delta_full": -0.24943, "read_hit_rate": {"surface": 0.35922, "split": 0.41041, "merge": 0.00014, "skel": 0.19629}, "mean_gate": {"surface": 0.23017, "split": 0.18591, "merge": 0.21057, "skel": 0.19941}, "n_reads": 8750, "n_cand": 32180, "read_suppressed_frac": 0.0938, "dropout_reads_logged": 8750, "inventory": {"size": 327680, "admitted": 65536, "staged": 262144, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 311, "admitted_surface": 59912, "staged_surface": 62385, "admitted_split": 5527, "staged_split": 44218, "admitted_merge": 56, "staged_merge": 105083, "admitted_skel": 41, "staged_skel": 50458, "mean_count": 68.01463317871094, "n_util_obs": 63, "util_count_spearman": -0.05976382488479263}, "probe_overhead_sec_total": 283.723, "probe_overhead_seq_frac": 0.4992, "util_loss": 0.006137, "alpha": 0.03, "t": 1089.6} | |
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| {"event": "consolidate", "step": 800, "retired": 0, "split_retired": 1, "merge_admitted": 0, "admitted": 1, "swapped": 1024, "uncertain_staged": 262130, "t": 1272.0} | |
| {"event": "probe", "step": 800, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 3440.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.197667, "cps": 26.875, "mean_p": 0.236412, "boundary_entropy": 0.235777, "bpb": 2.432506}, "tr": {"chunks": 3622.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.200077, "cps": 28.296875, "mean_p": 0.250407, "boundary_entropy": 0.287293, "bpb": 2.769373}, "fi": {"chunks": 4698.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.249747, "cps": 36.703125, "mean_p": 0.279164, "boundary_entropy": 0.266366, "bpb": 2.953107}}, "bpb": {"en": 2.43251, "tr": 2.76937, "fi": 2.95311}, "gini_cpc": 0.053623, "gini_cps": 0.071315, "bpic": 4.82415, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 1.012193565501799, "fi": 1.2634754467017688}, "inventory": {"size": 326655, "admitted": 65536, "staged": 261119, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 396, "admitted_surface": 58819, "staged_surface": 59301, "admitted_split": 5626, "staged_split": 42748, "admitted_merge": 1037, "staged_merge": 110810, "admitted_skel": 54, "staged_skel": 48260, "mean_count": 104.47586059570312, "n_util_obs": 93, "util_count_spearman": -0.1707200620691713}, "t": 1274.3} | |
| {"event": "eval", "step": 800, "phase": 1, "bpb": {"en": 2.44465, "tr": 2.78035, "fi": 2.95789}, "bytes_per_chunk": {"en": 4.755, "tr": 5.594, "fi": 4.253}, "bpb_mean": 2.72763, "frozen_inventory": true, "t": 1277.4} | |
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| {"event": "train", "step": 1050, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 1.74454, "bpb": 2.51684, "chunk_loss": 0.030898, "F": 0.21686, "G": 0.24451, "chunks": 222.06, "bytes_per_chunk": 4.611, "boundary_entropy": 0.21106, "router_noise": 0.0, "grad_norm": 0.9166, "lr": 0.0002886, "router_trainable": true, "sec_per_step": 1.452, "probe_sec": 0.1358, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.05551, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 5, "mean_delta_loo": 0.10784, "n_shadow": 4, "mean_delta_shadow": -0.01318, "n_split": 2, "mean_delta_split": 0.02334, "n_merge": 1, "mean_delta_merge": -0.34412, "n_dropped_unpaired": 0, "n_full": 5, "trunc_ratio_sum": 0.21655, "trunc_abs_frac": 37.13656, "mean_delta_full": -0.21506, "read_hit_rate": {"surface": 0.35835, "split": 0.0822, "merge": 0.04289, "skel": 0.08338}, "mean_gate": {"surface": 0.28038, "split": 0.16295, "merge": 0.24535, "skel": 0.23152}, "n_reads": 4282, "n_cand": 31619, "read_suppressed_frac": 0.1063, "dropout_reads_logged": 4282, "inventory": {"size": 327680, "admitted": 65536, "staged": 262144, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 407, "admitted_surface": 59283, "staged_surface": 57294, "admitted_split": 5004, "staged_split": 42625, "admitted_merge": 1236, "staged_merge": 115161, "admitted_skel": 13, "staged_skel": 47064, "mean_count": 54.16719055175781, "n_util_obs": 50, "util_count_spearman": -0.3428653750177947}, "probe_overhead_sec_total": 338.774, "probe_overhead_seq_frac": 0.4995, "util_loss": 0.012577, "alpha": 0.03, "t": 1614.6} | |
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| {"event": "train", "step": 1100, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 1.72723, "bpb": 2.49186, "chunk_loss": 0.030886, "F": 0.21436, "G": 0.24353, "chunks": 219.5, "bytes_per_chunk": 4.665, "boundary_entropy": 0.20771, "router_noise": 0.0, "grad_norm": 0.8963, "lr": 0.0002871, "router_trainable": true, "sec_per_step": 1.25, "probe_sec": 0.1564, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.10154, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 6, "mean_delta_loo": 0.13617, "n_shadow": 6, "mean_delta_shadow": 0.01282, "n_split": 1, "mean_delta_split": 0.05914, "n_merge": 0, "mean_delta_merge": NaN, "n_dropped_unpaired": 0, "n_full": 4, "trunc_ratio_sum": 4.03364, "trunc_abs_frac": 0.85975, "mean_delta_full": 0.02835, "read_hit_rate": {"surface": 0.45195, "split": 0.31795, "merge": 0.04885, "skel": 0.23241}, "mean_gate": {"surface": 0.28904, "split": 0.18311, "merge": 0.22442, "skel": 0.24577}, "n_reads": 8604, "n_cand": 31439, "read_suppressed_frac": 0.1002, "dropout_reads_logged": 8604, "inventory": {"size": 327680, "admitted": 65536, "staged": 262144, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 441, "admitted_surface": 58989, "staged_surface": 57369, "admitted_split": 5276, "staged_split": 42879, "admitted_merge": 1237, "staged_merge": 115242, "admitted_skel": 34, "staged_skel": 46654, "mean_count": 67.80436706542969, "n_util_obs": 63, "util_count_spearman": -0.13263248847926268}, "probe_overhead_sec_total": 345.458, "probe_overhead_seq_frac": 0.4995, "util_loss": 0.015591, "alpha": 0.03, "t": 1677.1} | |
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| {"event": "train", "step": 1150, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 1.58654, "bpb": 2.2889, "chunk_loss": 0.030737, "F": 0.21143, "G": 0.23594, "chunks": 216.5, "bytes_per_chunk": 4.73, "boundary_entropy": 0.19545, "router_noise": 0.0, "grad_norm": 0.844, "lr": 0.0002855, "router_trainable": true, "sec_per_step": 1.251, "probe_sec": 0.1236, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.06983, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 5, "mean_delta_loo": 0.09911, "n_shadow": 5, "mean_delta_shadow": 0.07249, "n_split": 1, "mean_delta_split": 0.00696, "n_merge": 2, "mean_delta_merge": -0.2467, "n_dropped_unpaired": 0, "n_full": 4, "trunc_ratio_sum": 0.29197, "trunc_abs_frac": 5.08318, "mean_delta_full": -0.08307, "read_hit_rate": {"surface": 0.44664, "split": 0.35692, "merge": 0.04079, "skel": 0.24389}, "mean_gate": {"surface": 0.23936, "split": 0.14662, "merge": 0.20353, "skel": 0.17887}, "n_reads": 8926, "n_cand": 31027, "read_suppressed_frac": 0.1027, "dropout_reads_logged": 8926, "inventory": {"size": 327680, "admitted": 65536, "staged": 262144, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 470, "admitted_surface": 58882, "staged_surface": 57247, "admitted_split": 5372, "staged_split": 43275, "admitted_merge": 1237, "staged_merge": 114820, "admitted_skel": 45, "staged_skel": 46802, "mean_count": 75.60813903808594, "n_util_obs": 71, "util_count_spearman": -0.16894701542588866}, "probe_overhead_sec_total": 352.243, "probe_overhead_seq_frac": 0.4996, "util_loss": 0.014363, "alpha": 0.03, "t": 1739.6} | |
| {"event": "consolidate", "step": 1200, "retired": 1, "split_retired": 0, "merge_admitted": 0, "admitted": 1, "swapped": 95, "uncertain_staged": 262120, "t": 1806.8} | |
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| {"event": "train", "step": 1500, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 1.60325, "bpb": 2.313, "chunk_loss": 0.030657, "F": 0.20932, "G": 0.22905, "chunks": 214.34, "bytes_per_chunk": 4.777, "boundary_entropy": 0.16936, "router_noise": 0.0, "grad_norm": 0.8614, "lr": 0.0002715, "router_trainable": true, "sec_per_step": 1.414, "probe_sec": 0.0968, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.05056, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 8, "mean_delta_loo": -0.2073, "n_shadow": 6, "mean_delta_shadow": -0.04816, "n_split": 0, "mean_delta_split": NaN, "n_merge": 0, "mean_delta_merge": NaN, "n_dropped_unpaired": 0, "n_full": 4, "trunc_ratio_sum": 0.87113, "trunc_abs_frac": 1.07428, "mean_delta_full": -0.2576, "read_hit_rate": {"surface": 0.44427, "split": 0.42045, "merge": 0.06358, "skel": 0.29166}, "mean_gate": {"surface": 0.24514, "split": 0.12028, "merge": 0.18572, "skel": 0.16169}, "n_reads": 10049, "n_cand": 30901, "read_suppressed_frac": 0.1017, "dropout_reads_logged": 10049, "inventory": {"size": 327680, "admitted": 65536, "staged": 262144, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 582, "admitted_surface": 57693, "staged_surface": 56310, "admitted_split": 5491, "staged_split": 43721, "admitted_merge": 2269, "staged_merge": 116425, "admitted_skel": 83, "staged_skel": 45688, "mean_count": 132.41439819335938, "n_util_obs": 126, "util_count_spearman": -0.09356130483689538}, "probe_overhead_sec_total": 398.993, "probe_overhead_seq_frac": 0.4997, "util_loss": 0.012394, "alpha": 0.03, "t": 2237.4} | |
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| {"event": "eval", "step": 1800, "phase": 1, "bpb": {"en": 2.15382, "tr": 2.3873, "fi": 2.52114}, "bytes_per_chunk": {"en": 4.776, "tr": 5.125, "fi": 4.153}, "bpb_mean": 2.35409, "frozen_inventory": true, "t": 2868.4} | |
| {"event": "train", "step": 1800, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 1.52648, "bpb": 2.20225, "chunk_loss": 0.030582, "F": 0.20816, "G": 0.22256, "chunks": 213.16, "bytes_per_chunk": 4.804, "boundary_entropy": 0.14705, "router_noise": 0.0, "grad_norm": 0.6977, "lr": 0.0002564, "router_trainable": true, "sec_per_step": 2.788, "probe_sec": 0.1757, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.06736, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 1, "mean_delta_loo": 0.02417, "n_shadow": 7, "mean_delta_shadow": 0.10126, "n_split": 1, "mean_delta_split": -0.28027, "n_merge": 3, "mean_delta_merge": 0.09547, "n_dropped_unpaired": 0, "n_full": 3, "trunc_ratio_sum": 0.84677, "trunc_abs_frac": 0.88207, "mean_delta_full": -0.2382, "read_hit_rate": {"surface": 0.46516, "split": 0.48786, "merge": 0.07711, "skel": 0.331}, "mean_gate": {"surface": 0.25161, "split": 0.10723, "merge": 0.16944, "skel": 0.16712}, "n_reads": 11297, "n_cand": 30864, "read_suppressed_frac": 0.0974, "dropout_reads_logged": 11297, "inventory": {"size": 327680, "admitted": 65536, "staged": 262144, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 706, "admitted_surface": 57347, "staged_surface": 56193, "admitted_split": 5527, "staged_split": 44520, "admitted_merge": 2552, "staged_merge": 115555, "admitted_skel": 110, "staged_skel": 45876, "mean_count": 195.5271453857422, "n_util_obs": 186, "util_count_spearman": -0.08199864888113984}, "probe_overhead_sec_total": 447.318, "probe_overhead_seq_frac": 0.4997, "util_loss": 0.010508, "alpha": 0.03, "t": 2876.6} | |
| {"event": "consolidate", "step": 1850, "retired": 0, "split_retired": 0, "merge_admitted": 0, "admitted": 0, "swapped": 49, "uncertain_staged": 262121, "t": 3020.3} | |
| {"event": "train", "step": 1850, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 1.56054, "bpb": 2.25138, "chunk_loss": 0.030739, "F": 0.21683, "G": 0.22819, "chunks": 222.03, "bytes_per_chunk": 4.612, "boundary_entropy": 0.13773, "router_noise": 0.0, "grad_norm": 0.8466, "lr": 0.0002537, "router_trainable": true, "sec_per_step": 2.922, "probe_sec": 0.2125, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.15058, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 4, "mean_delta_loo": 0.26845, "n_shadow": 4, "mean_delta_shadow": 0.0168, "n_split": 2, "mean_delta_split": 0.06824, "n_merge": 2, "mean_delta_merge": 0.30951, "n_dropped_unpaired": 0, "n_full": 2, "trunc_ratio_sum": 1.09929, "trunc_abs_frac": 0.83043, "mean_delta_full": 0.38574, "read_hit_rate": {"surface": 0.47547, "split": 0.49106, "merge": 0.07968, "skel": 0.32478}, "mean_gate": {"surface": 0.22679, "split": 0.09381, "merge": 0.15001, "skel": 0.1465}, "n_reads": 11781, "n_cand": 31949, "read_suppressed_frac": 0.0934, "dropout_reads_logged": 11781, "inventory": {"size": 327680, "admitted": 65536, "staged": 262144, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 731, "admitted_surface": 57304, "staged_surface": 56085, "admitted_split": 5535, "staged_split": 44458, "admitted_merge": 2572, "staged_merge": 116028, "admitted_skel": 125, "staged_skel": 45573, "mean_count": 204.46656799316406, "n_util_obs": 194, "util_count_spearman": -0.036604717861061}, "probe_overhead_sec_total": 457.834, "probe_overhead_seq_frac": 0.4997, "util_loss": 0.010303, "alpha": 0.03, "t": 3022.7} | |
| {"event": "consolidate", "step": 1900, "retired": 1, "split_retired": 0, "merge_admitted": 0, "admitted": 1, "swapped": 39, "uncertain_staged": 262121, "t": 3155.2} | |
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| {"event": "phase_transition", "step": 2400, "phase": 2, "objective": "global", "router_trainable": true, "encoder_trainable": true, "frozen_router_params": 0, "t": 4397.4} | |
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| {"event": "eval", "step": 2600, "phase": 2, "bpb": {"en": 2.05731, "tr": 2.25239, "fi": 2.3667}, "bytes_per_chunk": {"en": 4.768, "tr": 5.315, "fi": 4.115}, "bpb_mean": 2.22547, "frozen_inventory": true, "t": 4823.5} | |
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| {"event": "train", "step": 3300, "arch": "ali", "phase": 2, "objective": "global", "lm_loss": 1.44672, "bpb": 2.08717, "chunk_loss": 0.030624, "F": 0.21368, "G": 0.2176, "chunks": 218.81, "bytes_per_chunk": 4.68, "boundary_entropy": 0.0946, "router_noise": 0.0, "grad_norm": 0.6823, "lr": 0.0001539, "router_trainable": true, "sec_per_step": 1.241, "probe_sec": 0.2007, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.11734, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 6, "mean_delta_loo": 0.01008, "n_shadow": 4, "mean_delta_shadow": 0.20132, "n_split": 1, "mean_delta_split": 0.08508, "n_merge": 1, "mean_delta_merge": 0.17719, "n_dropped_unpaired": 0, "n_full": 2, "trunc_ratio_sum": 0.20099, "trunc_abs_frac": 0.20149, "mean_delta_full": 0.40674, "read_hit_rate": {"surface": 0.54476, "split": 0.52631, "merge": 0.12756, "skel": 0.36833}, "mean_gate": {"surface": 0.19212, "split": 0.06851, "merge": 0.12792, "skel": 0.11965}, "n_reads": 13120, "n_cand": 31567, "read_suppressed_frac": 0.0967, "dropout_reads_logged": 13120, "inventory": {"size": 327680, "admitted": 65536, "staged": 262144, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 1307, "admitted_surface": 55446, "staged_surface": 56106, "admitted_split": 6019, "staged_split": 44985, "admitted_merge": 3526, "staged_merge": 115538, "admitted_skel": 545, "staged_skel": 45515, "mean_count": 468.0172119140625, "n_util_obs": 371, "util_count_spearman": 0.08752096983369674}, "probe_overhead_sec_total": 715.869, "probe_overhead_seq_frac": 0.4998, "util_loss": 0.010087, "alpha": 0.03, "t": 6142.5} | |
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| {"event": "train", "step": 3650, "arch": "ali", "phase": 2, "objective": "global", "lm_loss": 1.46809, "bpb": 2.11801, "chunk_loss": 0.030713, "F": 0.21671, "G": 0.22046, "chunks": 221.91, "bytes_per_chunk": 4.615, "boundary_entropy": 0.08927, "router_noise": 0.0, "grad_norm": 0.6797, "lr": 0.0001283, "router_trainable": true, "sec_per_step": 1.284, "probe_sec": 0.0768, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.05424, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 7, "mean_delta_loo": 0.08179, "n_shadow": 3, "mean_delta_shadow": -0.07445, "n_split": 2, "mean_delta_split": -0.0274, "n_merge": 0, "mean_delta_merge": NaN, "n_dropped_unpaired": 0, "n_full": 1, "trunc_ratio_sum": 1.63916, "trunc_abs_frac": 1.63916, "mean_delta_full": 0.11853, "read_hit_rate": {"surface": 0.55439, "split": 0.54746, "merge": 0.12562, "skel": 0.36834}, "mean_gate": {"surface": 0.19942, "split": 0.07434, "merge": 0.13137, "skel": 0.13243}, "n_reads": 13492, "n_cand": 31722, "read_suppressed_frac": 0.1038, "dropout_reads_logged": 13492, "inventory": {"size": 327680, "admitted": 65536, "staged": 262144, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 1472, "admitted_surface": 54987, "staged_surface": 56158, "admitted_split": 6327, "staged_split": 45095, "admitted_merge": 3595, "staged_merge": 115081, "admitted_skel": 627, "staged_skel": 45810, "mean_count": 536.6143798828125, "n_util_obs": 414, "util_count_spearman": 0.09236305934237536}, "probe_overhead_sec_total": 760.015, "probe_overhead_seq_frac": 0.4999, "util_loss": 0.009906, "alpha": 0.03, "t": 6571.2} | |
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| {"event": "eval", "step": 4000, "phase": 2, "bpb": {"en": 1.94397, "tr": 2.09792, "fi": 2.2046}, "bytes_per_chunk": {"en": 4.754, "tr": 5.412, "fi": 4.103}, "bpb_mean": 2.08216, "frozen_inventory": true, "t": 7023.4} | |
| {"event": "train", "step": 4000, "arch": "ali", "phase": 2, "objective": "global", "lm_loss": 1.44265, "bpb": 2.0813, "chunk_loss": 0.030605, "F": 0.21594, "G": 0.21655, "chunks": 221.12, "bytes_per_chunk": 4.631, "boundary_entropy": 0.08491, "router_noise": 0.0, "grad_norm": 0.6916, "lr": 0.000104, "router_trainable": true, "sec_per_step": 1.807, "probe_sec": 0.0721, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.04694, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 9, "mean_delta_loo": -0.0064, "n_shadow": 3, "mean_delta_shadow": -0.07331, "n_split": 1, "mean_delta_split": -0.05281, "n_merge": 0, "mean_delta_merge": NaN, "n_dropped_unpaired": 0, "n_full": 3, "trunc_ratio_sum": -0.09572, "trunc_abs_frac": 0.09787, "mean_delta_full": -0.5035, "read_hit_rate": {"surface": 0.56104, "split": 0.55627, "merge": 0.14119, "skel": 0.38654}, "mean_gate": {"surface": 0.18636, "split": 0.06295, "merge": 0.12455, "skel": 0.12454}, "n_reads": 13674, "n_cand": 31340, "read_suppressed_frac": 0.1002, "dropout_reads_logged": 13674, "inventory": {"size": 327680, "admitted": 65536, "staged": 262144, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 1576, "admitted_surface": 54588, "staged_surface": 56195, "admitted_split": 6618, "staged_split": 44406, "admitted_merge": 3634, "staged_merge": 115956, "admitted_skel": 696, "staged_skel": 45587, "mean_count": 606.5018310546875, "n_util_obs": 457, "util_count_spearman": 0.063136598264861}, "probe_overhead_sec_total": 805.025, "probe_overhead_seq_frac": 0.4999, "util_loss": 0.009166, "alpha": 0.03, "t": 7028.4} | |
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| {"event": "phase_transition", "step": 4200, "phase": 3, "objective": "global", "router_trainable": true, "encoder_trainable": true, "frozen_router_params": 0, "t": 7319.7} | |
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| {"event": "eval", "step": 4400, "phase": 3, "bpb": {"en": 1.92142, "tr": 2.06257, "fi": 2.16306}, "bytes_per_chunk": {"en": 4.767, "tr": 5.383, "fi": 4.089}, "bpb_mean": 2.04902, "frozen_inventory": true, "t": 7599.6} | |
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| {"event": "train", "step": 5100, "arch": "ali", "phase": 3, "objective": "global", "lm_loss": 1.31355, "bpb": 1.89506, "chunk_loss": 0.030377, "F": 0.20438, "G": 0.205, "chunks": 209.28, "bytes_per_chunk": 4.893, "boundary_entropy": 0.07484, "router_noise": 0.0, "grad_norm": 0.6588, "lr": 4.63e-05, "router_trainable": true, "sec_per_step": 1.377, "probe_sec": 0.1418, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.11309, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 5, "mean_delta_loo": 0.11265, "n_shadow": 7, "mean_delta_shadow": -0.08083, "n_split": 0, "mean_delta_split": NaN, "n_merge": 1, "mean_delta_merge": -0.69495, "n_dropped_unpaired": 0, "n_full": 6, "trunc_ratio_sum": 0.19898, "trunc_abs_frac": 3.96663, "mean_delta_full": 0.15456, "read_hit_rate": {"surface": 0.56324, "split": 0.60793, "merge": 0.1494, "skel": 0.51027}, "mean_gate": {"surface": 0.1516, "split": 0.048, "merge": 0.09889, "skel": 0.09377}, "n_reads": 14395, "n_cand": 29993, "read_suppressed_frac": 0.1005, "dropout_reads_logged": 14395, "inventory": {"size": 327680, "admitted": 65536, "staged": 262144, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 1963, "admitted_surface": 49724, "staged_surface": 57219, "admitted_split": 7674, "staged_split": 44027, "admitted_merge": 4600, "staged_merge": 116843, "admitted_skel": 3538, "staged_skel": 44055, "mean_count": 834.3849487304688, "n_util_obs": 553, "util_count_spearman": -0.00488126720222709}, "probe_overhead_sec_total": 947.794, "probe_overhead_seq_frac": 0.4999, "util_loss": 0.007551, "alpha": 0.03, "t": 8542.7} | |
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| {"event": "eval", "step": 5800, "phase": 3, "bpb": {"en": 1.87073, "tr": 1.99551, "fi": 2.09433}, "bytes_per_chunk": {"en": 4.773, "tr": 5.388, "fi": 4.083}, "bpb_mean": 1.98685, "frozen_inventory": true, "t": 9654.0} | |
| {"event": "train", "step": 5800, "arch": "ali", "phase": 3, "objective": "global", "lm_loss": 1.28827, "bpb": 1.85858, "chunk_loss": 0.030487, "F": 0.20929, "G": 0.21015, "chunks": 214.31, "bytes_per_chunk": 4.778, "boundary_entropy": 0.07364, "router_noise": 0.0, "grad_norm": 0.6751, "lr": 3.08e-05, "router_trainable": true, "sec_per_step": 1.836, "probe_sec": 0.1274, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.07401, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 5, "mean_delta_loo": -0.10261, "n_shadow": 5, "mean_delta_shadow": 0.02728, "n_split": 0, "mean_delta_split": NaN, "n_merge": 2, "mean_delta_merge": 0.38452, "n_dropped_unpaired": 0, "n_full": 4, "trunc_ratio_sum": 0.01983, "trunc_abs_frac": 0.17979, "mean_delta_full": 0.21701, "read_hit_rate": {"surface": 0.57017, "split": 0.61874, "merge": 0.15602, "skel": 0.60123}, "mean_gate": {"surface": 0.14736, "split": 0.04634, "merge": 0.09361, "skel": 0.0906}, "n_reads": 15656, "n_cand": 31071, "read_suppressed_frac": 0.0975, "dropout_reads_logged": 15656, "inventory": {"size": 327680, "admitted": 65536, "staged": 262144, "budget_B": 65536, "staging_capacity": 262144, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 2219, "admitted_surface": 46993, "staged_surface": 57583, "admitted_split": 7825, "staged_split": 43888, "admitted_merge": 4976, "staged_merge": 118210, "admitted_skel": 5742, "staged_skel": 42463, "mean_count": 989.1450805664062, "n_util_obs": 618, "util_count_spearman": 0.005017124951549797}, "probe_overhead_sec_total": 1054.144, "probe_overhead_seq_frac": 0.4999, "util_loss": 0.009037, "alpha": 0.03, "t": 9662.3} | |
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