Download log.jsonl from AdaptiveChunking/ali_mem-mixed_s3: direct link, hf CLI and curl.
- Browser
- Download file 288 kB
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https://huggingface.co/AdaptiveChunking/ali_mem-mixed_s3/resolve/main/log.jsonl
- Command line
-
hf download hf://AdaptiveChunking/ali_mem-mixed_s3/log.jsonl
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curl -L -o log.jsonl https://huggingface.co/AdaptiveChunking/ali_mem-mixed_s3/resolve/main/log.jsonl
288 kB
| {"event": "hub", "repo": "AdaptiveChunking/ali_mem-mixed_s3", "keep_steps": [0, 1, 2, 4, 6, 8, 16, 32, 64, 128, 256, 512, 1000, 1024, 2048, 3000, 4096, 6000], "t": 1.7} | |
| {"event": "start", "run": "ali_mem-mixed_s3", "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": "frequency", "value_mode": "learned", "candidate_types": ["surface", "split", "merge", "skel"], "gate": "vector", "retrieval": true, "memory_scope": "persistent", "read_dropout": 0.1, "write_rule": "mean", "eta_min": 0.0, "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": 1.7} | |
| {"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": 1.7} | |
| {"event": "probe", "step": 0, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 15894.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.913291, "cps": 124.171875, "mean_p": 0.532199, "boundary_entropy": 0.685519, "bpb": 8.014977}, "tr": {"chunks": 15976.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.882506, "cps": 124.8125, "mean_p": 0.523031, "boundary_entropy": 0.686614, "bpb": 8.046717}, "fi": {"chunks": 12092.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.642815, "cps": 94.46875, "mean_p": 0.5099, "boundary_entropy": 0.687389, "bpb": 8.01587}}, "bpb": {"en": 8.01498, "tr": 8.04672, "fi": 8.01587}, "gini_cpc": 0.073942, "gini_cps": 0.058899, "bpic": 1.290478, "worst_lang": "en", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.9662920621975919, "fi": 0.7038452216831197}, "inventory": {"size": 0, "admitted": 0, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "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": 4.6} | |
| {"event": "train", "step": 0, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 5.5638, "bpb": 8.02686, "chunk_loss": 0.092026, "F": 0.95703, "G": 0.52969, "chunks": 980.0, "bytes_per_chunk": 1.045, "boundary_entropy": 0.6902, "router_noise": 0.0, "grad_norm": 13.6073, "lr": 1e-06, "router_trainable": true, "sec_per_step": 0.018, "probe_sec": 0.0136, "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": 65310, "read_suppressed_frac": 0.0, "dropout_reads_logged": 0, "inventory": {"size": 2916, "admitted": 2916, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 0, "admitted_surface": 366, "staged_surface": 0, "admitted_split": 162, "staged_split": 0, "admitted_merge": 2302, "staged_merge": 0, "admitted_skel": 86, "staged_skel": 0, "mean_count": 22.397119522094727, "n_util_obs": 0, "util_count_spearman": NaN}, "probe_overhead_sec_total": 0.014, "probe_overhead_seq_frac": 0.0, "util_loss": -0.0, "alpha": 0.03, "t": 5.8} | |
| {"event": "probe", "step": 1, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 15874.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.912142, "cps": 124.015625, "mean_p": 0.532017, "boundary_entropy": 0.685541, "bpb": 7.963626}, "tr": {"chunks": 15941.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.880572, "cps": 124.539062, "mean_p": 0.522881, "boundary_entropy": 0.686629, "bpb": 8.014483}, "fi": {"chunks": 12057.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.640955, "cps": 94.195312, "mean_p": 0.509762, "boundary_entropy": 0.687395, "bpb": 7.977594}}, "bpb": {"en": 7.96363, "tr": 8.01448, "fi": 7.97759}, "gini_cpc": 0.074288, "gini_cps": 0.05902, "bpic": 1.293125, "worst_lang": "en", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.9653899082407584, "fi": 0.7026921820082177}, "inventory": {"size": 2916, "admitted": 2916, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 0, "admitted_surface": 366, "staged_surface": 0, "admitted_split": 162, "staged_split": 0, "admitted_merge": 2302, "staged_merge": 0, "admitted_skel": 86, "staged_skel": 0, "mean_count": 22.397119522094727, "n_util_obs": 0, "util_count_spearman": NaN}, "t": 8.5} | |
| {"event": "probe", "step": 2, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 15834.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.909843, "cps": 123.703125, "mean_p": 0.531622, "boundary_entropy": 0.685589, "bpb": 7.891623}, "tr": {"chunks": 15884.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.877424, "cps": 124.09375, "mean_p": 0.522583, "boundary_entropy": 0.686659, "bpb": 7.957093}, "fi": {"chunks": 11978.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.636755, "cps": 93.578125, "mean_p": 0.509493, "boundary_entropy": 0.687405, "bpb": 7.915756}}, "bpb": {"en": 7.89162, "tr": 7.95709, "fi": 7.91576}, "gini_cpc": 0.075106, "gini_cps": 0.059594, "bpic": 1.298334, "worst_lang": "en", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.9643680344821516, "fi": 0.6998515115024347}, "inventory": {"size": 5514, "admitted": 5514, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 2, "admitted_surface": 791, "staged_surface": 0, "admitted_split": 359, "staged_split": 0, "admitted_merge": 4155, "staged_merge": 0, "admitted_skel": 209, "staged_skel": 0, "mean_count": 23.671926498413086, "n_util_obs": 0, "util_count_spearman": NaN}, "t": 12.7} | |
| {"event": "probe", "step": 4, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 15717.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.90312, "cps": 122.789062, "mean_p": 0.530114, "boundary_entropy": 0.685768, "bpb": 7.650801}, "tr": {"chunks": 15675.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.865879, "cps": 122.460938, "mean_p": 0.521366, "boundary_entropy": 0.686775, "bpb": 7.760076}, "fi": {"chunks": 11647.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.619159, "cps": 90.992188, "mean_p": 0.508427, "boundary_entropy": 0.687444, "bpb": 7.706061}}, "bpb": {"en": 7.6508, "tr": 7.76008, "fi": 7.70606}, "gini_cpc": 0.079269, "gini_cps": 0.063044, "bpic": 1.318153, "worst_lang": "en", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.9587634403154471, "fi": 0.6855776626698898}, "inventory": {"size": 9210, "admitted": 9210, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 5, "admitted_surface": 1371, "staged_surface": 0, "admitted_split": 684, "staged_split": 0, "admitted_merge": 6728, "staged_merge": 0, "admitted_skel": 427, "staged_skel": 0, "mean_count": 28.255048751831055, "n_util_obs": 0, "util_count_spearman": NaN}, "t": 18.3} | |
| {"event": "probe", "step": 6, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 15435.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.886916, "cps": 120.585938, "mean_p": 0.527556, "boundary_entropy": 0.686051, "bpb": 7.36185}, "tr": {"chunks": 15260.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.842954, "cps": 119.21875, "mean_p": 0.519299, "boundary_entropy": 0.686957, "bpb": 7.522493}, "fi": {"chunks": 10995.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.584498, "cps": 85.898438, "mean_p": 0.506537, "boundary_entropy": 0.687504, "bpb": 7.449735}}, "bpb": {"en": 7.36185, "tr": 7.52249, "fi": 7.44973}, "gini_cpc": 0.087113, "gini_cps": 0.071, "bpic": 1.360806, "worst_lang": "en", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.9504329158056639, "fi": 0.6590234018833655}, "inventory": {"size": 12969, "admitted": 12969, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 10, "admitted_surface": 1987, "staged_surface": 0, "admitted_split": 1009, "staged_split": 0, "admitted_merge": 9319, "staged_merge": 0, "admitted_skel": 654, "staged_skel": 0, "mean_count": 30.05983543395996, "n_util_obs": 0, "util_count_spearman": NaN}, "t": 25.5} | |
| {"event": "probe", "step": 8, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 14977.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.860599, "cps": 117.007812, "mean_p": 0.523898, "boundary_entropy": 0.686407, "bpb": 7.113883}, "tr": {"chunks": 14610.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.807049, "cps": 114.140625, "mean_p": 0.516345, "boundary_entropy": 0.687186, "bpb": 7.318998}, "fi": {"chunks": 10056.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.534581, "cps": 78.5625, "mean_p": 0.503777, "boundary_entropy": 0.687567, "bpb": 7.230409}}, "bpb": {"en": 7.11388, "tr": 7.319, "fi": 7.23041}, "gini_cpc": 0.098693, "gini_cps": 0.082755, "bpic": 1.431072, "worst_lang": "en", "cpc_parity_vs_en": {"en": 1.0, "tr": 0.9377756567509095, "fi": 0.6211731448785325}, "inventory": {"size": 16521, "admitted": 16521, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 13, "admitted_surface": 2562, "staged_surface": 0, "admitted_split": 1326, "staged_split": 0, "admitted_merge": 11739, "staged_merge": 0, "admitted_skel": 894, "staged_skel": 0, "mean_count": 31.428665161132812, "n_util_obs": 0, "util_count_spearman": NaN}, "t": 30.9} | |
| {"event": "probe", "step": 16, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 5004.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.287537, "cps": 39.09375, "mean_p": 0.494076, "boundary_entropy": 0.687133, "bpb": 6.587279}, "tr": {"chunks": 5929.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.327515, "cps": 46.320312, "mean_p": 0.492622, "boundary_entropy": 0.687505, "bpb": 6.902532}, "fi": {"chunks": 2817.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.149753, "cps": 22.007812, "mean_p": 0.48157, "boundary_entropy": 0.686775, "bpb": 6.783761}}, "bpb": {"en": 6.58728, "tr": 6.90253, "fi": 6.78376}, "gini_cpc": 0.154952, "gini_cps": 0.150885, "bpic": 4.125964, "worst_lang": "tr", "cpc_parity_vs_en": {"en": 1.0, "tr": 1.1390367019205714, "fi": 0.5208129599664058}, "inventory": {"size": 65536, "admitted": 65536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 28, "admitted_surface": 12565, "staged_surface": 0, "admitted_split": 8742, "staged_split": 0, "admitted_merge": 36934, "staged_merge": 0, "admitted_skel": 7295, "staged_skel": 0, "mean_count": 14.2711181640625, "n_util_obs": 1, "util_count_spearman": NaN}, "t": 41.0} | |
| {"event": "probe", "step": 32, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 7863.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.451819, "cps": 61.429688, "mean_p": 0.502605, "boundary_entropy": 0.687629, "bpb": 6.270993}, "tr": {"chunks": 10305.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.569243, "cps": 80.507812, "mean_p": 0.503798, "boundary_entropy": 0.688074, "bpb": 6.619802}, "fi": {"chunks": 7393.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.393015, "cps": 57.757812, "mean_p": 0.499399, "boundary_entropy": 0.688087, "bpb": 6.459566}}, "bpb": {"en": 6.27099, "tr": 6.6198, "fi": 6.45957}, "gini_cpc": 0.083083, "gini_cps": 0.075949, "bpic": 2.219475, "worst_lang": "tr", "cpc_parity_vs_en": {"en": 1.0, "tr": 1.2598919156972028, "fi": 0.8698505998473013}, "inventory": {"size": 65536, "admitted": 65536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 54, "admitted_surface": 13603, "staged_surface": 0, "admitted_split": 10633, "staged_split": 0, "admitted_merge": 32692, "staged_merge": 0, "admitted_skel": 8608, "staged_skel": 0, "mean_count": 16.522720336914062, "n_util_obs": 7, "util_count_spearman": 0.0}, "t": 56.3} | |
| {"event": "consolidate", "step": 50, "retired": 0, "split_retired": 0, "merge_admitted": 0, "admitted": 0, "swapped": 0, "uncertain_staged": 0, "t": 74.7} | |
| {"event": "train", "step": 50, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 4.22726, "bpb": 6.09865, "chunk_loss": 0.033409, "F": 0.21451, "G": 0.49186, "chunks": 219.66, "bytes_per_chunk": 4.662, "boundary_entropy": 0.69206, "router_noise": 0.0, "grad_norm": 2.5068, "lr": 5.1e-05, "router_trainable": true, "sec_per_step": 1.4, "probe_sec": 0.1422, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.12158, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 8, "mean_delta_loo": -0.00253, "n_shadow": 0, "mean_delta_shadow": NaN, "n_split": 2, "mean_delta_split": 0.00449, "n_merge": 1, "mean_delta_merge": -0.00562, "n_dropped_unpaired": 0, "n_full": 2, "trunc_ratio_sum": -0.37618, "trunc_abs_frac": 0.15746, "mean_delta_full": 0.03223, "read_hit_rate": {"surface": 0.6243, "split": 0.78674, "merge": 0.27542, "skel": 0.51363}, "mean_gate": {"surface": 0.12015, "split": 0.12016, "merge": 0.12006, "skel": 0.12006}, "n_reads": 16427, "n_cand": 28244, "read_suppressed_frac": 0.1018, "dropout_reads_logged": 16427, "inventory": {"size": 65536, "admitted": 65536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 93, "admitted_surface": 14346, "staged_surface": 0, "admitted_split": 13776, "staged_split": 0, "admitted_merge": 27347, "staged_merge": 0, "admitted_skel": 10067, "staged_skel": 0, "mean_count": 19.972991943359375, "n_util_obs": 8, "util_count_spearman": 0.023809523809523808}, "probe_overhead_sec_total": 9.528, "probe_overhead_seq_frac": 0.4847, "util_loss": 0.001465, "alpha": 0.03, "t": 75.8} | |
| {"event": "probe", "step": 64, "phase": 1, "objective": "global", "router_trainable": true, "per_lang": {"en": {"chunks": 3383.0, "chars": 17403.0, "bytes": 17418.0, "cpc": 0.194392, "cps": 26.429688, "mean_p": 0.48589, "boundary_entropy": 0.686575, "bpb": 5.607825}, "tr": {"chunks": 4539.0, "chars": 18103.0, "bytes": 19742.0, "cpc": 0.250732, "cps": 35.460938, "mean_p": 0.488511, "boundary_entropy": 0.687355, "bpb": 6.001038}, "fi": {"chunks": 4908.0, "chars": 18811.0, "bytes": 19572.0, "cpc": 0.260911, "cps": 38.34375, "mean_p": 0.488518, "boundary_entropy": 0.687209, "bpb": 5.801251}}, "bpb": {"en": 5.60783, "tr": 6.00104, "fi": 5.80125}, "gini_cpc": 0.06281, "gini_cps": 0.079241, "bpic": 4.421824, "worst_lang": "fi", "cpc_parity_vs_en": {"en": 1.0, "tr": 1.2898278610641454, "fi": 1.3421924546415658}, "inventory": {"size": 65536, "admitted": 65536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 123, "admitted_surface": 14520, "staged_surface": 0, "admitted_split": 13877, "staged_split": 0, "admitted_merge": 27116, "staged_merge": 0, "admitted_skel": 10023, "staged_skel": 0, "mean_count": 22.975570678710938, "n_util_obs": 9, "util_count_spearman": 0.06666666666666667}, "t": 89.9} | |
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| {"event": "train", "step": 100, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 3.31581, "bpb": 4.7837, "chunk_loss": 0.030414, "F": 0.17245, "G": 0.46796, "chunks": 176.59, "bytes_per_chunk": 5.799, "boundary_entropy": 0.68797, "router_noise": 0.0, "grad_norm": 1.7311, "lr": 0.000101, "router_trainable": true, "sec_per_step": 0.976, "probe_sec": 0.1741, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.13613, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 12, "mean_delta_loo": 0.01552, "n_shadow": 0, "mean_delta_shadow": NaN, "n_split": 1, "mean_delta_split": -0.02808, "n_merge": 0, "mean_delta_merge": NaN, "n_dropped_unpaired": 0, "n_full": 4, "trunc_ratio_sum": -0.34733, "trunc_abs_frac": 0.60507, "mean_delta_full": -0.06024, "read_hit_rate": {"surface": 0.54351, "split": 0.75893, "merge": 0.15419, "skel": 0.516}, "mean_gate": {"surface": 0.12009, "split": 0.12016, "merge": 0.12, "skel": 0.11996}, "n_reads": 13420, "n_cand": 25038, "read_suppressed_frac": 0.0988, "dropout_reads_logged": 13420, "inventory": {"size": 65536, "admitted": 65536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 190, "admitted_surface": 15538, "staged_surface": 0, "admitted_split": 15493, "staged_split": 0, "admitted_merge": 23615, "staged_merge": 0, "admitted_skel": 10890, "staged_skel": 0, "mean_count": 31.40557861328125, "n_util_obs": 14, "util_count_spearman": 0.01098901098901099}, "probe_overhead_sec_total": 17.686, "probe_overhead_seq_frac": 0.4923, "util_loss": 0.000375, "alpha": 0.03, "t": 124.6} | |
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| {"event": "eval", "step": 1400, "phase": 1, "bpb": {"en": 2.20588, "tr": 2.47821, "fi": 2.6433}, "bytes_per_chunk": {"en": 4.032, "tr": 4.179, "fi": 3.725}, "bpb_mean": 2.44246, "frozen_inventory": true, "t": 1497.0} | |
| {"event": "train", "step": 1400, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 1.60308, "bpb": 2.31276, "chunk_loss": 0.031483, "F": 0.24869, "G": 0.248, "chunks": 254.66, "bytes_per_chunk": 4.021, "boundary_entropy": 0.14705, "router_noise": 0.0, "grad_norm": 0.7985, "lr": 0.0002759, "router_trainable": true, "sec_per_step": 1.132, "probe_sec": 0.1829, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.15619, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 6, "mean_delta_loo": 0.11546, "n_shadow": 0, "mean_delta_shadow": NaN, "n_split": 1, "mean_delta_split": -0.29944, "n_merge": 3, "mean_delta_merge": 0.21268, "n_dropped_unpaired": 0, "n_full": 1, "trunc_ratio_sum": -3.92147, "trunc_abs_frac": 3.92147, "mean_delta_full": -0.01904, "read_hit_rate": {"surface": 0.7302, "split": 0.896, "merge": 0.30167, "skel": 0.70757}, "mean_gate": {"surface": 0.23639, "split": 0.17431, "merge": 0.2057, "skel": 0.19098}, "n_reads": 24449, "n_cand": 35324, "read_suppressed_frac": 0.1021, "dropout_reads_logged": 24449, "inventory": {"size": 65536, "admitted": 65536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 2106, "admitted_surface": 16058, "staged_surface": 0, "admitted_split": 15474, "staged_split": 0, "admitted_merge": 22773, "staged_merge": 0, "admitted_skel": 11231, "staged_skel": 0, "mean_count": 487.5919494628906, "n_util_obs": 227, "util_count_spearman": 0.046221651356569665}, "probe_overhead_sec_total": 262.059, "probe_overhead_seq_frac": 0.4994, "util_loss": 0.00665, "alpha": 0.03, "t": 1499.0} | |
| {"event": "consolidate", "step": 1450, "retired": 0, "split_retired": 0, "merge_admitted": 0, "admitted": 0, "swapped": 0, "uncertain_staged": 0, "t": 1546.2} | |
| {"event": "train", "step": 1450, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 1.60609, "bpb": 2.3171, "chunk_loss": 0.031702, "F": 0.25601, "G": 0.253, "chunks": 262.16, "bytes_per_chunk": 3.906, "boundary_entropy": 0.15335, "router_noise": 0.0, "grad_norm": 0.8017, "lr": 0.0002738, "router_trainable": true, "sec_per_step": 0.961, "probe_sec": 0.1626, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.13768, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 10, "mean_delta_loo": -0.00464, "n_shadow": 0, "mean_delta_shadow": NaN, "n_split": 1, "mean_delta_split": 0.10498, "n_merge": 1, "mean_delta_merge": -0.19775, "n_dropped_unpaired": 0, "n_full": 6, "trunc_ratio_sum": -0.16762, "trunc_abs_frac": 0.69901, "mean_delta_full": 0.04606, "read_hit_rate": {"surface": 0.74106, "split": 0.89855, "merge": 0.3194, "skel": 0.72315}, "mean_gate": {"surface": 0.22792, "split": 0.16505, "merge": 0.19736, "skel": 0.18283}, "n_reads": 25246, "n_cand": 36041, "read_suppressed_frac": 0.1003, "dropout_reads_logged": 25246, "inventory": {"size": 65536, "admitted": 65536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 2166, "admitted_surface": 16065, "staged_surface": 0, "admitted_split": 15404, "staged_split": 0, "admitted_merge": 22888, "staged_merge": 0, "admitted_skel": 11179, "staged_skel": 0, "mean_count": 506.3005065917969, "n_util_obs": 236, "util_count_spearman": 0.0844873942675072}, "probe_overhead_sec_total": 271.177, "probe_overhead_seq_frac": 0.4995, "util_loss": 0.006523, "alpha": 0.03, "t": 1547.1} | |
| {"event": "consolidate", "step": 1500, "retired": 0, "split_retired": 0, "merge_admitted": 0, "admitted": 0, "swapped": 0, "uncertain_staged": 0, "t": 1595.4} | |
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| {"event": "train", "step": 1800, "arch": "ali", "phase": 1, "objective": "global", "lm_loss": 1.51627, "bpb": 2.18751, "chunk_loss": 0.031334, "F": 0.24216, "G": 0.24229, "chunks": 247.97, "bytes_per_chunk": 4.13, "boundary_entropy": 0.13493, "router_noise": 0.0, "grad_norm": 0.7051, "lr": 0.0002564, "router_trainable": true, "sec_per_step": 0.943, "probe_sec": 0.1195, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.09435, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 10, "mean_delta_loo": -0.01369, "n_shadow": 0, "mean_delta_shadow": NaN, "n_split": 0, "mean_delta_split": NaN, "n_merge": 2, "mean_delta_merge": -0.03873, "n_dropped_unpaired": 0, "n_full": 2, "trunc_ratio_sum": -0.29885, "trunc_abs_frac": 0.27306, "mean_delta_full": 0.09027, "read_hit_rate": {"surface": 0.72479, "split": 0.89675, "merge": 0.29818, "skel": 0.70576}, "mean_gate": {"surface": 0.22558, "split": 0.14945, "merge": 0.19131, "skel": 0.17711}, "n_reads": 23756, "n_cand": 34428, "read_suppressed_frac": 0.1046, "dropout_reads_logged": 23756, "inventory": {"size": 65536, "admitted": 65536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 2546, "admitted_surface": 16117, "staged_surface": 0, "admitted_split": 15399, "staged_split": 0, "admitted_merge": 22826, "staged_merge": 0, "admitted_skel": 11194, "staged_skel": 0, "mean_count": 634.2129516601562, "n_util_obs": 288, "util_count_spearman": 0.10233383166753071}, "probe_overhead_sec_total": 318.831, "probe_overhead_seq_frac": 0.4996, "util_loss": 0.006905, "alpha": 0.03, "t": 1848.9} | |
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| {"event": "phase_transition", "step": 2400, "phase": 2, "objective": "global", "router_trainable": true, "encoder_trainable": true, "frozen_router_params": 0, "t": 2449.6} | |
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| {"event": "train", "step": 2850, "arch": "ali", "phase": 2, "objective": "global", "lm_loss": 1.42635, "bpb": 2.05779, "chunk_loss": 0.030913, "F": 0.22815, "G": 0.23062, "chunks": 233.62, "bytes_per_chunk": 4.383, "boundary_entropy": 0.10898, "router_noise": 0.0, "grad_norm": 0.6717, "lr": 0.0001872, "router_trainable": true, "sec_per_step": 0.959, "probe_sec": 0.1106, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.0892, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 10, "mean_delta_loo": 0.04836, "n_shadow": 0, "mean_delta_shadow": NaN, "n_split": 1, "mean_delta_split": 0.15381, "n_merge": 1, "mean_delta_merge": 0.34851, "n_dropped_unpaired": 0, "n_full": 3, "trunc_ratio_sum": 0.17702, "trunc_abs_frac": 0.74051, "mean_delta_full": 0.32841, "read_hit_rate": {"surface": 0.68632, "split": 0.87921, "merge": 0.26862, "skel": 0.67411}, "mean_gate": {"surface": 0.20878, "split": 0.11465, "merge": 0.18392, "skel": 0.15957}, "n_reads": 21626, "n_cand": 32631, "read_suppressed_frac": 0.0972, "dropout_reads_logged": 21626, "inventory": {"size": 65536, "admitted": 65536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 3607, "admitted_surface": 16160, "staged_surface": 0, "admitted_split": 15470, "staged_split": 0, "admitted_merge": 22583, "staged_merge": 0, "admitted_skel": 11323, "staged_skel": 0, "mean_count": 1009.4939575195312, "n_util_obs": 425, "util_count_spearman": 0.037177158399899955}, "probe_overhead_sec_total": 454.862, "probe_overhead_seq_frac": 0.4997, "util_loss": 0.007097, "alpha": 0.03, "t": 2889.5} | |
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| {"event": "train", "step": 3200, "arch": "ali", "phase": 2, "objective": "global", "lm_loss": 1.44539, "bpb": 2.08525, "chunk_loss": 0.031123, "F": 0.23514, "G": 0.23549, "chunks": 240.78, "bytes_per_chunk": 4.253, "boundary_entropy": 0.09554, "router_noise": 0.0, "grad_norm": 0.6266, "lr": 0.0001613, "router_trainable": true, "sec_per_step": 1.031, "probe_sec": 0.1322, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.07316, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 12, "mean_delta_loo": -0.00343, "n_shadow": 0, "mean_delta_shadow": NaN, "n_split": 0, "mean_delta_split": NaN, "n_merge": 1, "mean_delta_merge": -0.43237, "n_dropped_unpaired": 0, "n_full": 5, "trunc_ratio_sum": 0.02493, "trunc_abs_frac": 0.4438, "mean_delta_full": -0.18159, "read_hit_rate": {"surface": 0.6996, "split": 0.88081, "merge": 0.26803, "skel": 0.66853}, "mean_gate": {"surface": 0.19406, "split": 0.10245, "merge": 0.17025, "skel": 0.15044}, "n_reads": 22075, "n_cand": 33253, "read_suppressed_frac": 0.1021, "dropout_reads_logged": 22075, "inventory": {"size": 65536, "admitted": 65536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 3913, "admitted_surface": 16124, "staged_surface": 0, "admitted_split": 15430, "staged_split": 0, "admitted_merge": 22652, "staged_merge": 0, "admitted_skel": 11330, "staged_skel": 0, "mean_count": 1126.19873046875, "n_util_obs": 480, "util_count_spearman": 0.0509804730055252}, "probe_overhead_sec_total": 496.251, "probe_overhead_seq_frac": 0.4998, "util_loss": 0.006712, "alpha": 0.03, "t": 3217.0} | |
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| {"event": "train", "step": 3250, "arch": "ali", "phase": 2, "objective": "global", "lm_loss": 1.40714, "bpb": 2.03008, "chunk_loss": 0.030879, "F": 0.22772, "G": 0.22862, "chunks": 233.19, "bytes_per_chunk": 4.391, "boundary_entropy": 0.08791, "router_noise": 0.0, "grad_norm": 0.6033, "lr": 0.0001576, "router_trainable": true, "sec_per_step": 0.981, "probe_sec": 0.0941, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.04638, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 8, "mean_delta_loo": -0.06361, "n_shadow": 0, "mean_delta_shadow": NaN, "n_split": 3, "mean_delta_split": 0.03587, "n_merge": 0, "mean_delta_merge": NaN, "n_dropped_unpaired": 0, "n_full": 3, "trunc_ratio_sum": 0.39961, "trunc_abs_frac": 0.93337, "mean_delta_full": -0.20854, "read_hit_rate": {"surface": 0.69731, "split": 0.87931, "merge": 0.27088, "skel": 0.67292}, "mean_gate": {"surface": 0.19714, "split": 0.10438, "merge": 0.17234, "skel": 0.15355}, "n_reads": 21662, "n_cand": 32555, "read_suppressed_frac": 0.1001, "dropout_reads_logged": 21662, "inventory": {"size": 65536, "admitted": 65536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 3953, "admitted_surface": 16150, "staged_surface": 0, "admitted_split": 15477, "staged_split": 0, "admitted_merge": 22575, "staged_merge": 0, "admitted_skel": 11334, "staged_skel": 0, "mean_count": 1142.72216796875, "n_util_obs": 487, "util_count_spearman": 0.042955436782368704}, "probe_overhead_sec_total": 502.496, "probe_overhead_seq_frac": 0.4998, "util_loss": 0.007667, "alpha": 0.03, "t": 3266.0} | |
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| {"event": "train", "step": 3300, "arch": "ali", "phase": 2, "objective": "global", "lm_loss": 1.37027, "bpb": 1.97688, "chunk_loss": 0.031062, "F": 0.23376, "G": 0.23361, "chunks": 239.38, "bytes_per_chunk": 4.278, "boundary_entropy": 0.08435, "router_noise": 0.0, "grad_norm": 0.6569, "lr": 0.0001539, "router_trainable": true, "sec_per_step": 0.825, "probe_sec": 0.1348, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.11147, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 10, "mean_delta_loo": -0.04796, "n_shadow": 0, "mean_delta_shadow": NaN, "n_split": 1, "mean_delta_split": -0.10718, "n_merge": 1, "mean_delta_merge": -0.66141, "n_dropped_unpaired": 0, "n_full": 6, "trunc_ratio_sum": 0.2182, "trunc_abs_frac": 0.17125, "mean_delta_full": -0.20691, "read_hit_rate": {"surface": 0.7053, "split": 0.88124, "merge": 0.28146, "skel": 0.68657}, "mean_gate": {"surface": 0.1874, "split": 0.09778, "merge": 0.16224, "skel": 0.14529}, "n_reads": 22406, "n_cand": 33332, "read_suppressed_frac": 0.101, "dropout_reads_logged": 22406, "inventory": {"size": 65536, "admitted": 65536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 3993, "admitted_surface": 16118, "staged_surface": 0, "admitted_split": 15524, "staged_split": 0, "admitted_merge": 22595, "staged_merge": 0, "admitted_skel": 11299, "staged_skel": 0, "mean_count": 1159.329833984375, "n_util_obs": 497, "util_count_spearman": 0.05641828037795369}, "probe_overhead_sec_total": 508.171, "probe_overhead_seq_frac": 0.4998, "util_loss": 0.008682, "alpha": 0.03, "t": 3307.3} | |
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| {"event": "train", "step": 3650, "arch": "ali", "phase": 2, "objective": "global", "lm_loss": 1.42612, "bpb": 2.05746, "chunk_loss": 0.031153, "F": 0.2359, "G": 0.23617, "chunks": 241.56, "bytes_per_chunk": 4.239, "boundary_entropy": 0.08873, "router_noise": 0.0, "grad_norm": 0.678, "lr": 0.0001283, "router_trainable": true, "sec_per_step": 0.786, "probe_sec": 0.0984, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.06731, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 10, "mean_delta_loo": 0.01989, "n_shadow": 0, "mean_delta_shadow": NaN, "n_split": 2, "mean_delta_split": 0.09941, "n_merge": 0, "mean_delta_merge": NaN, "n_dropped_unpaired": 0, "n_full": 4, "trunc_ratio_sum": 0.80689, "trunc_abs_frac": 0.85265, "mean_delta_full": 0.21371, "read_hit_rate": {"surface": 0.69823, "split": 0.87953, "merge": 0.26415, "skel": 0.67702}, "mean_gate": {"surface": 0.19026, "split": 0.09582, "merge": 0.17225, "skel": 0.14565}, "n_reads": 22276, "n_cand": 33523, "read_suppressed_frac": 0.1019, "dropout_reads_logged": 22276, "inventory": {"size": 65536, "admitted": 65536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 4286, "admitted_surface": 16137, "staged_surface": 0, "admitted_split": 15488, "staged_split": 0, "admitted_merge": 22612, "staged_merge": 0, "admitted_skel": 11299, "staged_skel": 0, "mean_count": 1275.69482421875, "n_util_obs": 543, "util_count_spearman": 0.06976457538209688}, "probe_overhead_sec_total": 542.764, "probe_overhead_seq_frac": 0.4998, "util_loss": 0.007969, "alpha": 0.03, "t": 3605.3} | |
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| {"event": "phase_transition", "step": 4200, "phase": 3, "objective": "global", "router_trainable": true, "encoder_trainable": true, "frozen_router_params": 0, "t": 4057.8} | |
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| {"event": "train", "step": 4700, "arch": "ali", "phase": 3, "objective": "global", "lm_loss": 1.4156, "bpb": 2.04228, "chunk_loss": 0.031121, "F": 0.23468, "G": 0.23583, "chunks": 240.31, "bytes_per_chunk": 4.261, "boundary_entropy": 0.0789, "router_noise": 0.0, "grad_norm": 0.6773, "lr": 6.32e-05, "router_trainable": true, "sec_per_step": 0.721, "probe_sec": 0.0733, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.0494, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 10, "mean_delta_loo": -0.08572, "n_shadow": 0, "mean_delta_shadow": NaN, "n_split": 1, "mean_delta_split": -0.20959, "n_merge": 1, "mean_delta_merge": -0.27584, "n_dropped_unpaired": 0, "n_full": 3, "trunc_ratio_sum": 0.76003, "trunc_abs_frac": 0.8109, "mean_delta_full": -0.38534, "read_hit_rate": {"surface": 0.68373, "split": 0.87259, "merge": 0.25256, "skel": 0.66956}, "mean_gate": {"surface": 0.1694, "split": 0.08043, "merge": 0.14967, "skel": 0.12997}, "n_reads": 21737, "n_cand": 33249, "read_suppressed_frac": 0.1025, "dropout_reads_logged": 21737, "inventory": {"size": 65536, "admitted": 65536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 5118, "admitted_surface": 16142, "staged_surface": 0, "admitted_split": 15561, "staged_split": 0, "admitted_merge": 22558, "staged_merge": 0, "admitted_skel": 11275, "staged_skel": 0, "mean_count": 1625.03564453125, "n_util_obs": 701, "util_count_spearman": 0.07212386533537005}, "probe_overhead_sec_total": 642.306, "probe_overhead_seq_frac": 0.4998, "util_loss": 0.008495, "alpha": 0.03, "t": 4494.2} | |
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| {"event": "train", "step": 5050, "arch": "ali", "phase": 3, "objective": "global", "lm_loss": 1.3231, "bpb": 1.90883, "chunk_loss": 0.030972, "F": 0.23224, "G": 0.232, "chunks": 237.81, "bytes_per_chunk": 4.306, "boundary_entropy": 0.07485, "router_noise": 0.0, "grad_norm": 0.6315, "lr": 4.81e-05, "router_trainable": true, "sec_per_step": 0.985, "probe_sec": 0.0673, "probe_extra_seqs": 16, "n_rows": 2, "extra_fwd_seqs": 16, "wall_s": 0.04358, "overhead_frac_est": 0.16667, "chunk_mismatch": 0, "n_loo": 8, "mean_delta_loo": -0.01232, "n_shadow": 0, "mean_delta_shadow": NaN, "n_split": 2, "mean_delta_split": 0.22067, "n_merge": 1, "mean_delta_merge": -0.15292, "n_dropped_unpaired": 0, "n_full": 5, "trunc_ratio_sum": 6.02642, "trunc_abs_frac": 4.38971, "mean_delta_full": 0.00947, "read_hit_rate": {"surface": 0.69715, "split": 0.88747, "merge": 0.27153, "skel": 0.69395}, "mean_gate": {"surface": 0.15809, "split": 0.07331, "merge": 0.13896, "skel": 0.12132}, "n_reads": 22535, "n_cand": 33483, "read_suppressed_frac": 0.099, "dropout_reads_logged": 22535, "inventory": {"size": 65536, "admitted": 65536, "staged": 0, "budget_B": 65536, "staging_capacity": 0, "collisions": 0, "dropped": 0, "type_rejected": 0, "config_keys": 5358, "admitted_surface": 16123, "staged_surface": 0, "admitted_split": 15484, "staged_split": 0, "admitted_merge": 22645, "staged_merge": 0, "admitted_skel": 11284, "staged_skel": 0, "mean_count": 1741.342529296875, "n_util_obs": 743, "util_count_spearman": 0.03910971314032346}, "probe_overhead_sec_total": 675.934, "probe_overhead_seq_frac": 0.4998, "util_loss": 0.008259, "alpha": 0.03, "t": 4802.4} | |
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