b2c247e9c8bfa7e0f26bc5a15e08bf33070e0dab382794f59674ba9b009afee8

p252/joint/lightning_logs/version_0/checkpoints/epoch=0-step=220.ckpt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cc007846e9102f4f218ab195365ef1138281be8a79f9c6c01ef738fcbf86902a
+size 179699559

p252/joint/lightning_logs/version_0/checkpoints/epoch=1-step=440.ckpt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b12d9af312cb32ea4d15a9ba8d2313baab20c71e7ccda57e42a81571e170b33c
+size 179699559

p252/joint/lightning_logs/version_0/checkpoints/epoch=2-step=653.ckpt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1b6e9e0fc0b5fc6df8a1cb4a2819261168051d0f40dad3ad075a39f8264a09c4
+size 179699559

p252/joint/lightning_logs/version_0/checkpoints/epoch=3-step=855.ckpt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bd8b0ea9a37d7d0934db900289ec68d89b0ff4a07d75b52bd88935bf71670599
+size 179699559

p252/joint/lightning_logs/version_0/checkpoints/epoch=4-step=1057.ckpt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d7d846d4650505de4e968793505fae495e45ded82f1e399e8778ee666f6ed897
+size 179699559

p252/joint/lightning_logs/version_0/checkpoints/epoch=5-step=1258.ckpt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:7e1384258884fbe087121bf6ceafceb0d6016066e05c0757a86057ddf25e6dd6
+size 179699559

p252/joint/lightning_logs/version_0/config.yaml

@@ -0,0 +1,133 @@
+seed_everything: 531
+trainer:
+  logger: true
+  checkpoint_callback: null
+  enable_checkpointing: true
+  callbacks:
+  - class_path: lightning.callbacks.saver.learnable_prune_pipeline.LearnablePruneSaver
+    init_args:
+      preprocess_config: config/preprocess/LibriTTS_VCTK.yaml
+      log_dir: null
+      result_dir: null
+  - class_path: pytorch_lightning.callbacks.ModelCheckpoint
+    init_args:
+      dirpath: null
+      filename: null
+      monitor: null
+      verbose: false
+      save_last: null
+      save_top_k: -1
+      save_weights_only: true
+      mode: min
+      auto_insert_metric_name: true
+      every_n_train_steps: null
+      train_time_interval: null
+      every_n_epochs: null
+      save_on_train_epoch_end: null
+  - class_path: pytorch_lightning.callbacks.DeviceStatsMonitor
+    init_args: {}
+  - class_path: pytorch_lightning.callbacks.LearningRateMonitor
+    init_args:
+      logging_interval: null
+      log_momentum: true
+  default_root_dir: output/learnable_structured_pipeline/p252/joint
+  gradient_clip_val: null
+  gradient_clip_algorithm: null
+  process_position: 0
+  num_nodes: 1
+  num_processes: null
+  devices:
+  - 0
+  gpus: null
+  auto_select_gpus: true
+  tpu_cores: null
+  ipus: null
+  log_gpu_memory: null
+  progress_bar_refresh_rate: null
+  enable_progress_bar: true
+  overfit_batches: 0.0
+  track_grad_norm: -1
+  check_val_every_n_epoch: 1
+  fast_dev_run: false
+  accumulate_grad_batches: 1
+  max_epochs: 100
+  min_epochs: null
+  max_steps: -1
+  min_steps: null
+  max_time: null
+  limit_train_batches: null
+  limit_val_batches: null
+  limit_test_batches: null
+  limit_predict_batches: null
+  val_check_interval: null
+  flush_logs_every_n_steps: null
+  log_every_n_steps: 50
+  accelerator: gpu
+  strategy: null
+  sync_batchnorm: false
+  precision: 32
+  enable_model_summary: true
+  weights_summary: top
+  weights_save_path: null
+  num_sanity_val_steps: -1
+  resume_from_checkpoint: null
+  profiler: simple
+  benchmark: null
+  deterministic: null
+  reload_dataloaders_every_n_epochs: 1
+  auto_lr_find: false
+  replace_sampler_ddp: true
+  detect_anomaly: false
+  auto_scale_batch_size: false
+  prepare_data_per_node: null
+  plugins: null
+  amp_backend: native
+  amp_level: null
+  move_metrics_to_cpu: false
+  multiple_trainloader_mode: max_size_cycle
+  stochastic_weight_avg: false
+  terminate_on_nan: null
+ckpt_path: null
+model:
+  class_path: lightning.systems.prune.learnable_structured_pipeline.LearnableStructuredPruneSystem
+  init_args:
+    preprocess_config: config/preprocess/LibriTTS_VCTK.yaml
+    model_config: config/model/base.yaml
+    algorithm_config: config/algorithm/pretrain/pretrain_LibriTTS.2.yaml
+    ckpt_path: output/ckpt/LibriTTS/meta-tts-accent-dev/1d34914e07244f87ad10c580ab85656c/checkpoints/epoch=39-step=39999.ckpt
+    qry_patience: 0
+    log_dir: null
+    result_dir: null
+    accent_ckpt: output/xvec/lightning_logs/version_88/checkpoints/epoch=199-step=164200.ckpt
+    speaker_ckpt: output/xvec/lightning_logs/version_99/checkpoints/epoch=49-step=377950.ckpt
+    target_sparsity: 0.0
+    verbose: 1
+    lam_mask:
+      mask_hidden: false
+      mask_mha: true
+      mask_pos_ffn: true
+      mask_duration: true
+      mask_pitch: true
+      mask_energy: true
+      mask_mel_linear: true
+      mask_postnet: true
+    mask_mode: soft
+    pipeline:
+    - joint
+    spk_emb_subset_weight_avg: true
+data:
+  class_path: lightning.datamodules.prune_accent_datamodule.PruneAccentDataModule
+  init_args:
+    preprocess_config: config/preprocess/LibriTTS_VCTK.yaml
+    train_config:
+    - config/train/LibriTTS.yaml
+    - config/train/base.yaml
+    steps_per_epoch: 200
+    target: speaker
+    mask_steps_per_epoch: 20
+    m: 0
+    k: 8
+    q: 8
+    key: p252
+    batch_size: 32
+    libri_mask: false

p252/joint/lightning_logs/version_0/events.out.tfevents.1665365926.z66xz0p-joint-fwz87.32387.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:56c3e6c75e3b057e46cb37a886f38dfac7bd1fce76b11812979aae4d2e841356
+size 31176928

p252/joint/lightning_logs/version_0/fit/sanity_check/csv/validate/epoch=0.csv

@@ -0,0 +1,380 @@
+epoch,sparsity,val_ids,val_accent_prob,val_accent_acc,val_speaker_prob,val_speaker_acc
+0,0.0,p252_150,1.2823198858313845e-07,False,3.4446407649669696e-36,False
+0,0.0,p252_123,0.07191748172044754,False,5.723421432684764e-29,False
+0,0.0,p252_033,5.748771854996448e-06,False,2.1011881927195616e-39,False
+0,0.0,p252_207,1.1283045751042664e-05,False,3.8300925816428704e-38,False
+0,0.0,p252_160,0.0017127726459875703,False,3.9215981000384824e-36,False
+0,0.0,p252_126,5.883192544242632e-11,False,8.04927103565254e-32,False
+0,0.0,p252_349,7.951070983835962e-06,False,1.2661497608546485e-34,False
+0,0.0,p252_089,0.0002376094344072044,False,9.426435217682815e-34,False
+0,0.0,p252_343,0.00019660948601085693,False,1.37971498273104e-31,False
+0,0.0,p252_240,6.602917324016744e-08,False,1.3680273788344144e-36,False
+0,0.0,p252_295,0.00019712788343895227,False,4.409541716083764e-26,False
+0,0.0,p252_217,0.0008630286902189255,False,6.03972303530353e-33,False
+0,0.0,p252_317,6.8689274485223e-05,False,3.466967222471753e-34,False
+0,0.0,p252_400,0.0011398050701245666,False,5.37518719365029e-36,False
+0,0.0,p252_326,0.00021300023945514113,False,3.389713917406705e-33,False
+0,0.0,p252_338,0.0001387378724757582,False,9.085468588437573e-36,False
+0,0.0,p252_269,0.0014599814312532544,False,5.298361156100976e-33,False
+0,0.0,p252_411,4.6150944399414584e-08,False,1.8574782047018472e-31,False
+0,0.0,p252_184,2.76117461908143e-05,False,4.2459625900500813e-32,False
+0,0.0,p252_128,5.7238128647441044e-05,False,9.760570405259012e-34,False
+0,0.0,p252_394,4.035952588310465e-05,False,7.802152735750925e-34,False
+0,0.0,p252_037,6.73934619044303e-06,False,3.5847761717517577e-37,False
+0,0.0,p252_329,2.3878406864241697e-05,False,1.4473914173113266e-35,False
+0,0.0,p252_299,0.0001368805387755856,False,1.6309909179894374e-32,False
+0,0.0,p252_046,0.023061735555529594,False,3.164115195690289e-30,False
+0,0.0,p252_082,0.003504017600789666,False,1.0541634277561704e-37,False
+0,0.0,p252_382,3.157582284529781e-07,False,2.357841331394816e-38,False
+0,0.0,p252_109,2.534346776883467e-06,False,4.600028175594741e-38,False
+0,0.0,p252_385,5.056086229160428e-05,False,4.126044239977358e-32,False
+0,0.0,p252_059,0.0005351869040168822,False,1.8280083262278622e-32,False
+0,0.0,p252_178,0.004165394231677055,False,1.34944807488861e-28,False
+0,0.0,p252_336,4.92056024086196e-05,False,2.7456245630766795e-33,False
+0,0.0,p252_074,2.134255411290198e-10,False,1.8353627036058346e-36,False
+0,0.0,p252_312,0.00013454892905429006,False,1.4079606856397258e-37,False
+0,0.0,p252_241,0.0017680807504802942,False,1.3363261399876255e-38,False
+0,0.0,p252_211,2.599007018488919e-07,False,1.6566489559476354e-38,False
+0,0.0,p252_143,0.0003431315708439797,False,1.3129583670562377e-38,False
+0,0.0,p252_265,1.534573129902128e-05,False,6.445972935894159e-44,False
+0,0.0,p252_227,5.2418340601434465e-06,False,1.0137439207367103e-28,False
+0,0.0,p252_201,5.8658370107878e-06,False,2.123118719957379e-35,False
+0,0.0,p252_213,2.8978240607102634e-07,False,5.765034341922843e-34,False
+0,0.0,p252_113,0.0009539558668620884,False,5.461193939654741e-31,False
+0,0.0,p252_142,3.951659437007038e-06,False,1.6817263130054995e-37,False
+0,0.0,p252_386,0.00015139499737415463,False,5.446646021568964e-32,False
+0,0.0,p252_291,3.3767307741072727e-06,False,9.215190250303411e-33,False
+0,0.0,p252_020,0.0006302472320385277,False,1.401298464324817e-45,False
+0,0.0,p252_362,0.0001655992236919701,False,1.3259194585994496e-35,False
+0,0.0,p252_232,8.012398922119246e-08,False,3.7120146888837754e-38,False
+0,0.0,p252_325,6.777567591598199e-07,False,3.2179980699805696e-32,False
+0,0.0,p252_307,1.3971746284369146e-06,False,3.8366317268015536e-34,False
+0,0.0,p252_153,1.1811090416813386e-06,False,8.028849117194407e-35,False
+0,0.0,p252_340,0.024531429633498192,False,8.291081014654825e-30,False
+0,0.0,p252_216,8.3244958659634e-05,False,2.382207389352189e-44,False
+0,0.0,p252_352,1.548371983517427e-06,False,1.1243043125595654e-36,False
+0,0.0,p252_280,1.307956409846156e-09,False,4.590653769128101e-42,False
+0,0.0,p252_243,8.518307731719688e-05,False,8.135341930724086e-39,False
+0,0.0,p252_347,0.00012761776451952755,False,1.1210387714598537e-44,False
+0,0.0,p252_048,2.822783017109032e-06,False,6.322273673674806e-33,False
+0,0.0,p252_161,0.05882284417748451,False,5.713889634648477e-26,False
+0,0.0,p252_218,2.2920615094790264e-07,False,7.834617532149166e-27,False
+0,0.0,p252_042,0.013759812340140343,False,4.5250514210013487e-38,False
+0,0.0,p252_202,0.03599610552191734,False,4.851106826197088e-22,False
+0,0.0,p252_229,0.007228024769574404,False,1.9030279054996003e-31,False
+0,0.0,p252_114,0.000398436764953658,False,4.4977120696812246e-29,False
+0,0.0,p252_341,7.278341399796773e-06,False,3.619062186554993e-34,False
+0,0.0,p252_072,0.00010923133959295228,False,3.908604292472846e-31,False
+0,0.0,p252_118,0.000362013146514073,False,1.8361187321533072e-34,False
+0,0.0,p252_231,0.0001441955828340724,False,4.9355231302876885e-39,False
+0,0.0,p252_009,0.5574029088020325,True,3.07163735713302e-27,False
+0,0.0,p252_073,3.945105788716319e-07,False,3.801412814024964e-34,False
+0,0.0,p252_105,0.00694721145555377,False,4.503126076926649e-31,False
+0,0.0,p252_345,0.000286754104308784,False,1.111810681628418e-34,False
+0,0.0,p252_277,0.10109812766313553,False,1.7477484116794492e-36,False
+0,0.0,p252_152,4.0754861174718826e-07,False,1.1639191168904183e-30,False
+0,0.0,p252_303,3.61976367457828e-06,False,9.123081010898472e-32,False
+0,0.0,p252_085,0.00248983153142035,False,3.0613595820330834e-36,False
+0,0.0,p252_196,7.561750976492476e-07,False,8.130412471953926e-32,False
+0,0.0,p252_354,4.2925283196382225e-05,False,1.2093077948703225e-37,False
+0,0.0,p252_224,4.703373633674346e-05,False,1.4674365232492866e-35,False
+0,0.0,p252_323,1.8157118120143423e-06,False,1.0833800191390866e-34,False
+0,0.0,p252_384,1.8824432117980905e-05,False,4.519781289041465e-34,False
+0,0.0,p252_275,7.34351560822688e-05,False,1.1026396794964589e-31,False
+0,0.0,p252_098,4.0658949274074985e-07,False,1.703290902072116e-27,False
+0,0.0,p252_028,4.980357516615186e-06,False,7.689124218651591e-36,False
+0,0.0,p252_300,4.784891416420578e-07,False,3.432023586594897e-34,False
+0,0.0,p252_392,7.861110134399496e-06,False,2.382207389352189e-44,False
+0,0.0,p252_244,3.512581088216393e-07,False,2.1655476499351244e-31,False
+0,0.0,p252_273,0.00011961659765802324,False,2.161579560272998e-37,False
+0,0.0,p252_130,0.00025446846848353744,False,6.9135180366151425e-34,False
+0,0.0,p252_288,1.1044210168620339e-06,False,6.497489922872499e-34,False
+0,0.0,p252_237,0.006704790983349085,False,1.6126855278384184e-27,False
+0,0.0,p252_267,0.00015603519568685442,False,4.910309440565919e-34,False
+0,0.0,p252_125,4.205071491014678e-06,False,3.7011144365453013e-37,False
+0,0.0,p252_253,5.362310912460089e-05,False,3.697301483424542e-33,False
+0,0.0,p252_342,0.00014070002362132072,False,1.2625458604789205e-33,False
+0,0.0,p252_205,0.0004102779785171151,False,1.8147797214716661e-34,False
+0,0.0,p252_008,0.011221990920603275,False,6.447416273312413e-40,False
+0,0.0,p252_251,0.0013647913001477718,False,1.3196881991370907e-30,False
+0,0.0,p252_183,1.5708499631728046e-05,False,1.7932786690912473e-26,False
+0,0.0,p252_166,0.0002642264880705625,False,7.346607587988343e-28,False
+0,0.0,p252_355,0.003240136429667473,False,8.50278510220967e-30,False
+0,0.0,p252_268,0.0009011480142362416,False,4.824845835514479e-35,False
+0,0.0,p252_372,0.0011879322119057178,False,9.657342715802622e-34,False
+0,0.0,p252_353,0.00021050644863862544,False,1.445063852169128e-27,False
+0,0.0,p252_242,0.00016249477630481124,False,1.0750458485600393e-20,False
+0,0.0,p252_092,0.004685823805630207,False,2.7528433840876745e-34,False
+0,0.0,p252_358,0.0014449703739956021,False,1.3759777336798968e-24,False
+0,0.0,p252_258,0.0013785857008770108,False,1.3950928358347314e-19,False
+0,0.0,p252_007,0.002151467837393284,False,6.460465700565596e-31,False
+0,0.0,p252_222,0.0019228296587243676,False,5.1063316039996334e-42,False
+0,0.0,p252_208,0.004787158221006393,False,1.5982343125007087e-27,False
+0,0.0,p252_100,0.11310876905918121,False,5.168210906469352e-31,False
+0,0.0,p252_286,0.0003768615424633026,False,1.5283235129278139e-28,False
+0,0.0,p252_195,0.00013335843686945736,False,5.097769546148236e-25,False
+0,0.0,p252_137,0.0018155828583985567,False,1.4921779362078255e-31,False
+0,0.0,p252_029,4.252556027495302e-05,False,3.4263835959237205e-30,False
+0,0.0,p252_262,0.008204478770494461,False,1.4597287109155685e-26,False
+0,0.0,p252_260,8.895202336134389e-05,False,1.39347940750092e-28,False
+0,0.0,p252_276,0.00013126256817486137,False,3.0257214057736297e-28,False
+0,0.0,p252_403,1.670994060987141e-05,False,5.951976955863165e-29,False
+0,0.0,p252_181,0.002286194358021021,False,4.286356155352845e-26,False
+0,0.0,p252_044,0.012643253430724144,False,5.0420502296526e-24,False
+0,0.0,p252_120,6.6638622229220346e-06,False,9.336444943496451e-30,False
+0,0.0,p252_077,0.0007862604106776416,False,1.0531306325468875e-28,False
+0,0.0,p252_056,0.022816859185695648,False,6.28919305859076e-33,False
+0,0.0,p252_016,3.4136301110265777e-05,False,1.0180916164853523e-32,False
+0,0.0,p252_050,9.321724792243913e-05,False,3.631843492751827e-32,False
+0,0.0,p252_064,0.002428219420835376,False,2.3069724413600097e-25,False
+0,0.0,p252_012,0.04260845482349396,False,2.456638552312132e-34,False
+0,0.0,p252_408,4.85795499116648e-06,False,2.76801873844625e-30,False
+0,0.0,p252_022,0.0024592934641987085,False,6.599877748017932e-36,False
+0,0.0,p252_401,0.00012609812256414443,False,9.263913699567099e-28,False
+0,0.0,p252_006,3.963781637139618e-06,False,9.014074187137256e-33,False
+0,0.0,p252_311,0.0002636892022565007,False,2.2380297130616294e-30,False
+0,0.0,p252_019,0.0005879575619474053,False,1.1333177333314077e-36,False
+0,0.0,p252_239,0.010694457218050957,False,4.726121889518579e-25,False
+0,0.0,p252_167,9.893636888591573e-05,False,1.4259842901373156e-28,False
+0,0.0,p252_284,0.008560776710510254,False,9.431439314138181e-41,False
+0,0.0,p252_013,4.185715806670487e-05,False,7.366730844080695e-38,False
+0,0.0,p252_156,0.0006509663653559983,False,3.001424199077401e-25,False
+0,0.0,p252_200,0.0006819329573772848,False,3.069650389033209e-32,False
+0,0.0,p252_368,0.00430138548836112,False,9.000082482415436e-28,False
+0,0.0,p252_274,0.017065636813640594,False,2.829940382905293e-25,False
+0,0.0,p252_305,1.0991458410103405e-08,False,6.02880638306466e-41,False
+0,0.0,p252_247,0.0005329463165253401,False,1.6369156524687542e-27,False
+0,0.0,p252_069,0.006320054642856121,False,6.516942147554415e-25,False
+0,0.0,p252_090,0.0006305044516921043,False,1.0111653412824188e-28,False
+0,0.0,p252_367,0.00032230583019554615,False,1.1955622963399775e-30,False
+0,0.0,p252_360,0.0027199769392609596,False,1.0032256594569785e-25,False
+0,0.0,p252_313,0.000308564689476043,False,1.0754255511718149e-30,False
+0,0.0,p252_058,0.0009598020114935935,False,3.907854419118417e-24,False
+0,0.0,p252_294,0.0014451148454099894,False,6.680720248299886e-36,False
+0,0.0,p252_088,1.6985030015348457e-05,False,2.023337009849729e-25,False
+0,0.0,p252_296,0.00022004396305419505,False,1.4002441305044333e-26,False
+0,0.0,p252_290,0.06530479341745377,False,5.040833943648147e-29,False
+0,0.0,p252_235,0.004471593536436558,False,1.6752300719675147e-25,False
+0,0.0,p252_149,0.0024995047133415937,False,6.758826918440647e-24,False
+0,0.0,p252_146,7.771539821987972e-05,False,1.797511535888999e-31,False
+0,0.0,p252_101,9.548679663802517e-14,False,1.0640059239618336e-41,False
+0,0.0,p252_236,0.002754105953499675,False,9.42270614199934e-29,False
+0,0.0,p252_331,6.363531429087743e-05,False,4.859797805462612e-33,False
+0,0.0,p252_162,0.003697698935866356,False,2.5821242961779642e-36,False
+0,0.0,p252_182,0.06489960104227066,False,2.058793071977107e-26,False
+0,0.0,p252_148,1.7669717635726556e-05,False,1.3317272122902484e-22,False
+0,0.0,p252_348,0.007286698557436466,False,1.2230625634994987e-30,False
+0,0.0,p252_163,0.00011315869051031768,False,5.726996512366405e-27,False
+0,0.0,p252_093,5.568855340243317e-05,False,3.728980258163359e-25,False
+0,0.0,p252_138,3.452212515853148e-09,False,5.366871058994296e-36,False
+0,0.0,p252_393,0.011838044039905071,False,9.602812490014251e-29,False
+0,0.0,p252_356,0.0008067023591138422,False,7.006925349462079e-25,False
+0,0.0,p252_409,6.431685324059799e-05,False,9.898431734602884e-27,False
+0,0.0,p252_308,9.613565453037154e-06,False,1.2725207453979167e-29,False
+0,0.0,p252_263,0.00012113033153582364,False,5.18213937551959e-27,False
+0,0.0,p252_039,7.678921974729747e-05,False,8.098689552845078e-34,False
+0,0.0,p252_124,0.0022493109572678804,False,2.5467116679016663e-35,False
+0,0.0,p252_078,0.09933321923017502,False,6.011204056482952e-37,False
+0,0.0,p252_246,0.0001013057044474408,False,1.2472149345858016e-32,False
+0,0.0,p252_122,6.0619902797043324e-05,False,2.397397453713909e-31,False
+0,0.0,p252_339,0.05475112795829773,False,1.8535978837438506e-29,False
+0,0.0,p252_010,0.24345771968364716,False,6.291740609225969e-28,False
+0,0.0,p252_397,0.0002676275616977364,False,1.1069933319686841e-26,False
+0,0.0,p252_066,0.00012762434198521078,False,4.4402780942894264e-27,False
+0,0.0,p252_051,0.00021201031631790102,False,4.3193836733288537e-32,False
+0,0.0,p252_041,0.000233502549235709,False,8.293078790813935e-31,False
+0,0.0,p252_185,0.00014005367120262235,False,5.709842145453951e-32,False
+0,0.0,p252_189,7.566092790511902e-06,False,5.839859666374392e-28,False
+0,0.0,p252_405,0.0005371931474655867,False,2.6762734833156673e-26,False
+0,0.0,p252_139,6.061361636966467e-05,False,1.4583747153589694e-32,False
+0,0.0,p252_225,0.02864801324903965,False,2.2600076073676767e-24,False
+0,0.0,p252_271,0.007219396997243166,False,3.298554812636791e-35,False
+0,0.0,p252_011,7.896792340034153e-06,False,9.882495945226131e-36,False
+0,0.0,p252_309,0.05400529131293297,False,6.070396607594965e-36,False
+0,0.0,p252_147,0.0008347660186700523,False,4.99770153883738e-28,False
+0,0.0,p252_250,5.714386497857049e-05,False,1.6700671734706855e-37,False
+0,0.0,p252_018,0.07420768588781357,False,2.7280046230925264e-36,False
+0,0.0,p252_032,1.3912706890550908e-05,False,1.6062731737933233e-33,False
+0,0.0,p252_177,0.00014489679597318172,False,2.6504511772411315e-32,False
+0,0.0,p252_040,0.058528561145067215,False,7.79111778253258e-33,False
+0,0.0,p252_293,1.4481638572760858e-06,False,1.951217705483594e-29,False
+0,0.0,p252_198,0.0019448379753157496,False,1.2885009625370064e-27,False
+0,0.0,p252_164,0.00012741687532979995,False,9.254080142012301e-29,False
+0,0.0,p252_004,2.1272175217745826e-05,False,4.68532728703992e-37,False
+0,0.0,p252_157,0.01613769121468067,False,1.9518905534541538e-33,False
+0,0.0,p252_245,0.0015828561736270785,False,2.172306948163864e-32,False
+0,0.0,p252_168,0.0019226130098104477,False,7.753625986964462e-38,False
+0,0.0,p252_191,4.974367038812488e-05,False,4.8142587428887336e-30,False
+0,0.0,p252_346,0.008536241017282009,False,1.7572983391865368e-40,False
+0,0.0,p252_407,9.857876284513623e-05,False,8.893238689309249e-38,False
+0,0.0,p252_116,0.0018486087210476398,False,3.933582427288908e-25,False
+0,0.0,p252_136,0.012575972825288773,False,1.0857269165693773e-32,False
+0,0.0,p252_321,0.01208135299384594,False,4.185576687333819e-23,False
+0,0.0,p252_344,0.00022987798729445785,False,4.173384865193306e-31,False
+0,0.0,p252_097,2.6829544367501512e-05,False,2.34217364195711e-34,False
+0,0.0,p252_314,0.0004986374406144023,False,1.1760565562503297e-35,False
+0,0.0,p252_095,0.0031115820165723562,False,2.829544376079023e-29,False
+0,0.0,p252_140,0.0002847642172127962,False,1.0202786913159823e-30,False
+0,0.0,p252_065,0.00025147461565211415,False,5.314315685191037e-38,False
+0,0.0,p252_080,0.008132042363286018,False,1.2196461359081445e-25,False
+0,0.0,p252_254,0.0023468639701604843,False,7.605585982659246e-32,False
+0,0.0,p252_389,0.0009315478964708745,False,2.721859493986635e-28,False
+0,0.0,p252_391,0.001318692578934133,False,1.7198428390383608e-30,False
+0,0.0,p252_024,5.986748146824539e-05,False,5.526969813528336e-27,False
+0,0.0,p252_324,5.896336006117053e-05,False,2.74751049682578e-34,False
+0,0.0,p252_375,0.00030128713115118444,False,2.037476195647499e-28,False
+0,0.0,p252_315,3.520145037327893e-05,False,1.1899428691057586e-30,False
+0,0.0,p252_002,0.0009618525509722531,False,4.648644190157314e-30,False
+0,0.0,p252_134,1.9482378775137477e-05,False,1.2023624047938418e-32,False
+0,0.0,p252_388,6.43635867163539e-05,False,1.866373873456565e-26,False
+0,0.0,p252_054,3.930630555259995e-06,False,2.7997409581359584e-31,False
+0,0.0,p252_027,0.0022066037636250257,False,1.9930492612259675e-31,False
+0,0.0,p252_171,9.984154166886583e-05,False,1.4870135781016404e-32,False
+0,0.0,p252_357,3.5562254197429866e-05,False,6.973106310531098e-22,False
+0,0.0,p252_003,4.540672671282664e-05,False,8.839784197569728e-38,False
+0,0.0,p252_151,4.429497130331583e-05,False,2.231445026290244e-27,False
+0,0.0,p252_131,0.011857256293296814,False,1.630516642068302e-23,False
+0,0.0,p252_255,0.00011213371180929244,False,1.0955512369720173e-30,False
+0,0.0,p252_278,0.0006726225838065147,False,3.469561109624904e-28,False
+0,0.0,p252_370,0.0006451358203776181,False,2.612604608473752e-31,False
+0,0.0,p252_350,0.00012053823593305424,False,1.2547790570623507e-33,False
+0,0.0,p252_025,8.752199391892646e-06,False,8.840394804967767e-36,False
+0,0.0,p252_096,3.3794417504395824e-06,False,6.55795621792675e-30,False
+0,0.0,p252_102,3.8997302908683196e-05,False,2.9998592962566688e-28,False
+0,0.0,p252_366,0.007515589706599712,False,6.835451454763218e-32,False
+0,0.0,p252_087,0.000204414565814659,False,3.730725195922235e-32,False
+0,0.0,p252_322,0.00014466002176050097,False,3.387345615859692e-27,False
+0,0.0,p252_310,0.00023945249267853796,False,8.108279088822293e-32,False
+0,0.0,p252_145,0.000642655068077147,False,3.852332202404632e-31,False
+0,0.0,p252_215,0.834568202495575,True,1.1514770726895689e-33,False
+0,0.0,p252_132,0.002568692434579134,False,1.833069931434106e-33,False
+0,0.0,p252_220,4.39918294432573e-05,False,7.956607379274112e-28,False
+0,0.0,p252_060,0.000633654126431793,False,8.631879772607934e-31,False
+0,0.0,p252_030,0.00013895257143303752,False,7.947103531897996e-31,False
+0,0.0,p252_306,0.00017776305321604013,False,7.277622414420845e-27,False
+0,0.0,p252_359,0.0105701619759202,False,6.085993872498154e-32,False
+0,0.0,p252_373,0.00010164571722270921,False,5.6521932458723936e-30,False
+0,0.0,p252_043,0.00011682142212521285,False,3.766229592195601e-31,False
+0,0.0,p252_023,0.05549458786845207,False,7.51737430048597e-31,False
+0,0.0,p252_221,0.001872104243375361,False,2.739852282639779e-26,False
+0,0.0,p252_081,3.169229603372514e-05,False,1.3740270699879025e-22,False
+0,0.0,p252_238,0.0006875382387079298,False,3.505859255731516e-27,False
+0,0.0,p252_193,0.00014841713709756732,False,1.574412003536097e-27,False
+0,0.0,p252_075,0.0016815799754112959,False,4.560670202782313e-22,False
+0,0.0,p252_387,0.0007892120047472417,False,4.864334757455892e-25,False
+0,0.0,p252_330,9.798171231523156e-05,False,2.8307406568923186e-20,False
+0,0.0,p252_190,0.0004210156330373138,False,3.437944817962928e-30,False
+0,0.0,p252_084,0.015599807724356651,False,1.079044462057392e-22,False
+0,0.0,p252_380,0.001980467000976205,False,8.658001514032359e-30,False
+0,0.0,p252_219,7.545357948401943e-05,False,1.8478996022865094e-22,False
+0,0.0,p252_332,0.004099756013602018,False,1.0881693307033088e-17,False
+0,0.0,p252_038,0.003998066298663616,False,1.5608834797567725e-22,False
+0,0.0,p252_283,0.0006160554476082325,False,1.5646187075467862e-26,False
+0,0.0,p252_071,0.0009310452151112258,False,2.3099352057047935e-24,False
+0,0.0,p252_351,1.3254666555440053e-05,False,1.9411252307218973e-29,False
+0,0.0,p252_104,0.0007903736550360918,False,1.1156964306610712e-24,False
+0,0.0,p252_047,0.00012192285794299096,False,7.337899091299508e-26,False
+0,0.0,p252_264,0.0003728085139300674,False,1.6058577559264526e-34,False
+0,0.0,p252_256,0.0007468451512977481,False,7.875413239423071e-22,False
+0,0.0,p252_361,0.0077251554466784,False,7.081901709752436e-27,False
+0,0.0,p252_053,0.0009120992617681623,False,1.216192916030986e-22,False
+0,0.0,p252_186,0.0016297664260491729,False,1.516991384468463e-26,False
+0,0.0,p252_334,2.5961391656892374e-05,False,4.704631816235002e-28,False
+0,0.0,p252_099,0.001941518858075142,False,7.221621956834903e-28,False
+0,0.0,p252_111,0.0004716879047919065,False,2.539747527384504e-32,False
+0,0.0,p252_204,0.00016628060257062316,False,1.9353597596181424e-26,False
+0,0.0,p252_378,0.0006231606821529567,False,1.2037179327846933e-22,False
+0,0.0,p252_165,0.0009211922879330814,False,3.9193746726073284e-26,False
+0,0.0,p252_371,0.0009461726876907051,False,2.820418284815171e-27,False
+0,0.0,p252_333,0.003043214324861765,False,4.483094059180681e-25,False
+0,0.0,p252_067,0.005609479267150164,False,5.255190317914661e-32,False
+0,0.0,p252_390,0.0002936852688435465,False,1.2790960206913316e-28,False
+0,0.0,p252_091,2.2902206353592192e-07,False,2.131553763902565e-31,False
+0,0.0,p252_374,0.0003548372187651694,False,4.3005922370935295e-29,False
+0,0.0,p252_057,0.0001495772012276575,False,1.0522224362074874e-28,False
+0,0.0,p252_017,0.0027154674753546715,False,3.6873766122460576e-27,False
+0,0.0,p252_170,0.005642775911837816,False,9.638932704268126e-27,False
+0,0.0,p252_319,1.0564126569079235e-05,False,3.8927996127139045e-26,False
+0,0.0,p252_396,0.0004067259142175317,False,3.9176631221380227e-31,False
+0,0.0,p252_364,0.0029053313191980124,False,5.32861720633734e-23,False
+0,0.0,p252_035,0.006867361254990101,False,7.854449073527765e-29,False
+0,0.0,p252_187,0.009421910159289837,False,6.211191631654987e-23,False
+0,0.0,p252_094,0.0006937254802323878,False,4.54444235236935e-30,False
+0,0.0,p252_287,2.5814701075432822e-05,False,4.1233958488539667e-29,False
+0,0.0,p252_129,0.0009030093788169324,False,2.8359583069283846e-24,False
+0,0.0,p252_206,0.0036042979918420315,False,3.942076225159403e-28,False
+0,0.0,p252_301,0.000226132309762761,False,3.821182683562644e-30,False
+0,0.0,p252_103,0.0006986999651417136,False,3.0405387387892176e-34,False
+0,0.0,p252_127,0.00020806794054806232,False,3.03142721397512e-27,False
+0,0.0,p252_328,8.40546636027284e-05,False,9.41585300918173e-26,False
+0,0.0,p252_121,6.65610859869048e-05,False,4.648363948251837e-37,False
+0,0.0,p252_270,0.005917986389249563,False,3.50843046850377e-30,False
+0,0.0,p252_298,6.19679267401807e-05,False,2.7171874286827945e-29,False
+0,0.0,p252_021,0.3664378821849823,False,2.2803497666403853e-30,False
+0,0.0,p252_061,0.0005864697741344571,False,4.729000908747887e-29,False
+0,0.0,p252_199,0.019768113270401955,False,6.902311823926238e-27,False
+0,0.0,p252_337,0.005565030500292778,False,4.2535256750000516e-27,False
+0,0.0,p252_117,0.0030786916613578796,False,4.7730914035206765e-28,False
+0,0.0,p252_086,0.00798191037029028,False,9.900304940289114e-25,False
+0,0.0,p252_327,0.005833249539136887,False,9.811617601612962e-29,False
+0,0.0,p252_108,5.5355259974021465e-05,False,4.76091361366722e-26,False
+0,0.0,p252_052,3.851286237477325e-05,False,1.8954432632997897e-30,False
+0,0.0,p252_279,0.0018349091988056898,False,7.857636804959586e-39,False
+0,0.0,p252_363,1.539502954983618e-05,False,1.5307156721436016e-30,False
+0,0.0,p252_212,0.11458788812160492,False,1.165462302112596e-28,False
+0,0.0,p252_169,1.3328002523849136e-06,False,4.0602623003811575e-41,False
+0,0.0,p252_173,9.82919882517308e-05,False,1.713683990424007e-27,False
+0,0.0,p252_144,0.00043020586599595845,False,2.7821333222945394e-30,False
+0,0.0,p252_135,7.181074579420965e-07,False,2.4846257067522054e-35,False
+0,0.0,p252_115,0.00011416748020565137,False,1.1086856775364205e-35,False
+0,0.0,p252_297,0.02146787755191326,False,2.5515328978587013e-28,False
+0,0.0,p252_106,0.0003665595722850412,False,6.113691105491099e-31,False
+0,0.0,p252_383,0.00870684627443552,False,1.6513500186723113e-36,False
+0,0.0,p252_083,0.00017720733012538403,False,7.570127634619285e-38,False
+0,0.0,p252_188,3.4236225474160165e-05,False,2.8506129759646754e-26,False
+0,0.0,p252_376,1.418596980329312e-06,False,1.287015775641861e-29,False
+0,0.0,p252_014,9.82392521109432e-05,False,7.179856931890774e-35,False
+0,0.0,p252_210,0.0010276917601004243,False,7.097629150546462e-35,False
+0,0.0,p252_119,4.248155164532363e-06,False,4.946762048439021e-35,False
+0,0.0,p252_335,0.0012045783223584294,False,6.2906686736584075e-22,False
+0,0.0,p252_036,7.221007081170683e-08,False,1.8884272077174718e-31,False
+0,0.0,p252_175,0.00045968941412866116,False,7.516871736243375e-34,False
+0,0.0,p252_194,0.0001556206843815744,False,1.3764439346010067e-31,False
+0,0.0,p252_179,6.62315942463465e-05,False,2.8868360147155015e-30,False
+0,0.0,p252_365,0.0002216937718912959,False,4.84680733510707e-28,False
+0,0.0,p252_369,0.0003016900736838579,False,1.6383252969684312e-39,False
+0,0.0,p252_316,0.0025096607860177755,False,1.3404611709015734e-32,False
+0,0.0,p252_062,3.1601990485796705e-05,False,9.866968807055752e-33,False
+0,0.0,p252_026,0.0002950778289232403,False,3.787485042677643e-33,False
+0,0.0,p252_015,0.0019479338079690933,False,1.3879851585425707e-33,False
+0,0.0,p252_302,0.007550255861133337,False,2.3694423466477525e-32,False
+0,0.0,p252_055,0.0005581129807978868,False,1.943365103461006e-37,False
+0,0.0,p252_281,0.0008828084100969136,False,3.43766819527857e-38,False
+0,0.0,p252_214,1.0105584806296974e-05,False,1.7032779983414885e-28,False
+0,0.0,p252_079,2.651244903972838e-05,False,7.897606154315945e-29,False
+0,0.0,p252_141,0.0031446882057935,False,7.531124676687765e-28,False
+0,0.0,p252_410,0.0003605305391829461,False,6.500205402984975e-31,False
+0,0.0,p252_404,0.0016135850455611944,False,7.985577313794082e-25,False
+0,0.0,p252_076,0.00025867793010547757,False,4.9351021952606106e-30,False
+0,0.0,p252_005,3.0682615488331066e-06,False,7.23426217661237e-39,False
+0,0.0,p252_399,0.004997343756258488,False,1.2400730688994005e-28,False
+0,0.0,p252_395,0.001957203960046172,False,4.048232520729055e-28,False
+0,0.0,p252_133,0.00017940868565347046,False,7.501682948739435e-35,False
+0,0.0,p252_234,0.000426740589318797,False,4.6329053552348324e-32,False
+0,0.0,p252_304,0.004282996989786625,False,2.1995376333264392e-29,False
+0,0.0,p252_197,6.43859436877392e-07,False,1.324235456577738e-39,False
+0,0.0,p252_320,0.000767141638789326,False,9.177120413603248e-36,False
+0,0.0,p252_402,0.0010139965452253819,False,1.2580112766979204e-27,False
+0,0.0,p252_034,0.001086010248400271,False,3.2513710791111853e-25,False
+0,0.0,p252_282,0.07867612689733505,False,7.073722092685629e-28,False
+0,0.0,p252_209,0.058333322405815125,False,2.1876321874308692e-36,False
+0,0.0,p252_045,2.7912990844924934e-05,False,2.0777945574954627e-32,False
+0,0.0,p252_155,0.0024532980751246214,False,1.0181943987726523e-30,False
+0,0.0,p252_154,4.082817667949712e-06,False,8.137975996219049e-26,False
+0,0.0,p252_233,0.0025047059170901775,False,1.6968869860193446e-31,False
+0,0.0,p252_112,0.018202606588602066,False,3.1440256607636528e-21,False
+0,0.0,p252_174,0.00027083177701570094,False,8.85490227208888e-29,False
+0,0.0,p252_158,6.494484114227816e-05,False,1.727984444328751e-35,False
+0,0.0,p252_266,0.002944215899333358,False,1.2975536691292223e-25,False
+0,0.0,p252_110,6.388848987626261e-07,False,1.2864256285771833e-28,False
+0,0.0,p252_063,0.0001317972200922668,False,1.0006586091459556e-31,False