diff --git a/logs/experiments/runs/focusResNet_150/2022-03-22_15-07-58/.hydra/config.yaml b/logs/experiments/runs/focusResNet_150/2022-03-22_15-07-58/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..4b41eacafc7659f5d005141f623169d4a9577216 --- /dev/null +++ b/logs/experiments/runs/focusResNet_150/2022-03-22_15-07-58/.hydra/config.yaml @@ -0,0 +1,74 @@ +original_work_dir: ${hydra:runtime.cwd} +data_dir: ${original_work_dir}/data +print_config: true +ignore_warnings: true +train: true +test: true +seed: 12345 +name: focusResNet_150 +datamodule: + _target_: src.datamodules.focus_datamodule.FocusDataModule + data_dir: ${data_dir}/focus150 + csv_train_file: ${data_dir}/focus150/train_metadata.csv + csv_val_file: ${data_dir}/focus150/validation_metadata.csv + csv_test_file: ${data_dir}/focus150/test_metadata.csv + batch_size: 128 + num_workers: 0 + pin_memory: false + augmentation: true +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet50 + pretrained: false + lr: 0.001 + weight_decay: 0.0005 +callbacks: + model_checkpoint: + _target_: pytorch_lightning.callbacks.ModelCheckpoint + monitor: val/mae + mode: min + save_top_k: 1 + save_last: true + verbose: false + dirpath: checkpoints/ + filename: epoch_{epoch:03d} + auto_insert_metric_name: false + early_stopping: + _target_: pytorch_lightning.callbacks.EarlyStopping + monitor: val/mae + mode: min + patience: 100 + min_delta: 0 + model_summary: + _target_: pytorch_lightning.callbacks.RichModelSummary + max_depth: -1 + rich_progress_bar: + _target_: pytorch_lightning.callbacks.RichProgressBar +logger: + csv: + _target_: pytorch_lightning.loggers.csv_logs.CSVLogger + save_dir: . + name: csv/ + prefix: '' + mlflow: + _target_: pytorch_lightning.loggers.mlflow.MLFlowLogger + experiment_name: ${name} + tracking_uri: ${original_work_dir}/logs/mlflow/mlruns + tags: null + save_dir: ./mlruns + prefix: '' + artifact_location: null + tensorboard: + _target_: pytorch_lightning.loggers.tensorboard.TensorBoardLogger + save_dir: tensorboard/ + name: null + version: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null diff --git a/logs/experiments/runs/focusResNet_150/2022-03-22_15-07-58/.hydra/hydra.yaml b/logs/experiments/runs/focusResNet_150/2022-03-22_15-07-58/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..c01cb5478c85b46ecf9e1c4e48a478fca66f9fc1 --- /dev/null +++ b/logs/experiments/runs/focusResNet_150/2022-03-22_15-07-58/.hydra/hydra.yaml @@ -0,0 +1,170 @@ +hydra: + run: + dir: logs/experiments/runs/${name}/${now:%Y-%m-%d}_${now:%H-%M-%S} + sweep: + dir: logs/experiments/multiruns/${name}/${now:%Y-%m-%d}_${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper + max_batch_size: null + help: + app_name: ${hydra.job.name} + header: '${hydra.help.app_name} is powered by Hydra. + + ' + footer: 'Powered by Hydra (https://hydra.cc) + + Use --hydra-help to view Hydra specific help + + ' + template: '${hydra.help.header} + + == Configuration groups == + + Compose your configuration from those groups (group=option) + + + $APP_CONFIG_GROUPS + + + == Config == + + Override anything in the config (foo.bar=value) + + + $CONFIG + + + ${hydra.help.footer} + + ' + hydra_help: + template: 'Hydra (${hydra.runtime.version}) + + See https://hydra.cc for more info. + + + == Flags == + + $FLAGS_HELP + + + == Configuration groups == + + Compose your configuration from those groups (For example, append hydra/job_logging=disabled + to command line) + + + $HYDRA_CONFIG_GROUPS + + + Use ''--cfg hydra'' to Show the Hydra config. + + ' + hydra_help: ??? + hydra_logging: + version: 1 + formatters: + colorlog: + (): colorlog.ColoredFormatter + format: '[%(cyan)s%(asctime)s%(reset)s][%(purple)sHYDRA%(reset)s] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: colorlog + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + colorlog: + (): colorlog.ColoredFormatter + format: '[%(cyan)s%(asctime)s%(reset)s][%(blue)s%(name)s%(reset)s][%(log_color)s%(levelname)s%(reset)s] + - %(message)s' + log_colors: + DEBUG: purple + INFO: green + WARNING: yellow + ERROR: red + CRITICAL: red + handlers: + console: + class: logging.StreamHandler + formatter: colorlog + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: [] + task: + - experiment=focusResNet_150 + job: + name: train + override_dirname: experiment=focusResNet_150 + id: ??? + num: ??? + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.1 + cwd: /usr/src/app + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /usr/src/app/configs + schema: file + provider: main + - path: hydra_plugins.hydra_colorlog.conf + schema: pkg + provider: hydra-colorlog + - path: '' + schema: structured + provider: schema + choices: + local: default.yaml + hparams_search: null + debug: null + experiment: focusResNet_150 + log_dir: default.yaml + trainer: default.yaml + logger: many_loggers + callbacks: default.yaml + model: focusResNet_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: basic + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/runs/focusResNet_150/2022-03-22_15-07-58/.hydra/overrides.yaml b/logs/experiments/runs/focusResNet_150/2022-03-22_15-07-58/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..3b786ef9c869309aece5b99638e09ce359e82157 --- /dev/null +++ b/logs/experiments/runs/focusResNet_150/2022-03-22_15-07-58/.hydra/overrides.yaml @@ -0,0 +1 @@ +- experiment=focusResNet_150 diff --git a/logs/experiments/runs/focusResNet_150/2022-03-22_15-07-58/checkpoints/epoch_088.ckpt b/logs/experiments/runs/focusResNet_150/2022-03-22_15-07-58/checkpoints/epoch_088.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..5d54e565084d223082ff08f8c924b731130c7b1e --- /dev/null +++ b/logs/experiments/runs/focusResNet_150/2022-03-22_15-07-58/checkpoints/epoch_088.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3550927e11f8843d6bd8625a90f6834ef2460687bad47175a05d9196fc16f18b +size 282542009 diff --git a/logs/experiments/runs/focusResNet_150/2022-03-22_15-07-58/checkpoints/last.ckpt b/logs/experiments/runs/focusResNet_150/2022-03-22_15-07-58/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..31fc78d5ff04ed8f58b0b32d10f1064b754d6602 --- /dev/null +++ b/logs/experiments/runs/focusResNet_150/2022-03-22_15-07-58/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5a15d9e444d224854091f615fc9ffa2af3974004f05c9aca988a2c3aaa267e93 +size 282542009 diff --git a/logs/experiments/runs/focusResNet_150/2022-03-22_15-07-58/csv/version_0/hparams.yaml b/logs/experiments/runs/focusResNet_150/2022-03-22_15-07-58/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..e61c1a38e6650718aacdc52ae4ce0ba96d06c326 --- /dev/null +++ b/logs/experiments/runs/focusResNet_150/2022-03-22_15-07-58/csv/version_0/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet50 + pretrained: false + lr: 0.001 + weight_decay: 0.0005 +datamodule: + _target_: src.datamodules.focus_datamodule.FocusDataModule + data_dir: /usr/src/app/data/focus150 + csv_train_file: /usr/src/app/data/focus150/train_metadata.csv + csv_val_file: /usr/src/app/data/focus150/validation_metadata.csv + csv_test_file: /usr/src/app/data/focus150/test_metadata.csv + batch_size: 128 + num_workers: 0 + pin_memory: false + augmentation: true +seed: 12345 +callbacks: + model_checkpoint: + _target_: pytorch_lightning.callbacks.ModelCheckpoint + monitor: val/mae + mode: min + save_top_k: 1 + save_last: true + verbose: false + dirpath: checkpoints/ + filename: epoch_{epoch:03d} + auto_insert_metric_name: false + early_stopping: + _target_: pytorch_lightning.callbacks.EarlyStopping + monitor: val/mae + mode: min + patience: 100 + min_delta: 0 + model_summary: + _target_: pytorch_lightning.callbacks.RichModelSummary + max_depth: -1 + rich_progress_bar: + _target_: pytorch_lightning.callbacks.RichProgressBar +model/params/total: 23510081 +model/params/trainable: 23510081 +model/params/non_trainable: 0 diff --git a/logs/experiments/runs/focusResNet_150/2022-03-22_15-07-58/csv/version_0/metrics.csv b/logs/experiments/runs/focusResNet_150/2022-03-22_15-07-58/csv/version_0/metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..0ce781ce3bd066263ba5588ba4189473f33f66b0 --- /dev/null +++ b/logs/experiments/runs/focusResNet_150/2022-03-22_15-07-58/csv/version_0/metrics.csv @@ -0,0 +1,202 @@ +val/loss,val/mae,val/mae_best,epoch,step,train/loss,train/mae,test/loss,test/mae +1.107163429260254,1.020092248916626,1.020092248916626,0,23,,,, +,,,0,23,3.7504992485046387,0.7216391563415527,, +0.01970185898244381,0.11880246549844742,0.11880246549844742,1,47,,,, +,,,1,47,0.03219049796462059,0.141302689909935,, +0.00790839921683073,0.07228061556816101,0.07228061556816101,2,71,,,, +,,,2,71,0.007995289750397205,0.07104231417179108,, +0.0035552389454096556,0.048198144882917404,0.048198144882917404,3,95,,,, +,,,3,95,0.004626095294952393,0.05450766161084175,, +0.0048794494941830635,0.0582113191485405,0.048198144882917404,4,119,,,, +,,,4,119,0.003221794031560421,0.04546424746513367,, +0.0033712470903992653,0.04719497263431549,0.04719497263431549,5,143,,,, +,,,5,143,0.002681221580132842,0.041317302733659744,, +0.002781231887638569,0.042448364198207855,0.042448364198207855,6,167,,,, +,,,6,167,0.0024319845251739025,0.03928075730800629,, +0.002430145163089037,0.03980676829814911,0.03980676829814911,7,191,,,, +,,,7,191,0.002092503709718585,0.03660845384001732,, +0.002910938346758485,0.04405594244599342,0.03980676829814911,8,215,,,, +,,,8,215,0.0019912500865757465,0.03561358153820038,, +0.0031712502241134644,0.04608733579516411,0.03980676829814911,9,239,,,, +,,,9,239,0.0016524913953617215,0.03232833370566368,, +0.0015343533596023917,0.031242353841662407,0.031242353841662407,10,263,,,, +,,,10,263,0.0015109687810763717,0.03077114187180996,, +0.005206160247325897,0.06258135288953781,0.031242353841662407,11,287,,,, +,,,11,287,0.0015490566147491336,0.03158067911863327,, +0.0020690886303782463,0.03634729981422424,0.031242353841662407,12,311,,,, +,,,12,311,0.0014200089499354362,0.029755471274256706,, +0.00199972209520638,0.03610067442059517,0.031242353841662407,13,335,,,, +,,,13,335,0.0012780824908986688,0.028370268642902374,, +0.0025775216054171324,0.04170547425746918,0.031242353841662407,14,359,,,, +,,,14,359,0.00113396265078336,0.026989171281456947,, +0.0014219348086044192,0.029673511162400246,0.029673511162400246,15,383,,,, +,,,15,383,0.0016671529738232493,0.0327298566699028,, +0.0012483561877161264,0.028245922178030014,0.028245922178030014,16,407,,,, +,,,16,407,0.0011156665859743953,0.02656504511833191,, +0.0016316961264237761,0.032211169600486755,0.028245922178030014,17,431,,,, +,,,17,431,0.0015967722283676267,0.032210059463977814,, +0.0014339047484099865,0.030127275735139847,0.028245922178030014,18,455,,,, +,,,18,455,0.0014624017057940364,0.03079361841082573,, +0.012628506869077682,0.10611867904663086,0.028245922178030014,19,479,,,, +,,,19,479,0.0016321884468197823,0.03254447877407074,, +0.002572153927758336,0.042613230645656586,0.028245922178030014,20,503,,,, +,,,20,503,0.0013959748903289437,0.029707472771406174,, +0.004714640323072672,0.061476320028305054,0.028245922178030014,21,527,,,, +,,,21,527,0.0013950145803391933,0.02990613505244255,, +0.001898801769129932,0.03508426994085312,0.028245922178030014,22,551,,,, +,,,22,551,0.0035598180256783962,0.05118696764111519,, +0.007885556668043137,0.08337081968784332,0.028245922178030014,23,575,,,, +,,,23,575,0.0016775783151388168,0.03285291790962219,, +0.001511872629635036,0.03130415081977844,0.028245922178030014,24,599,,,, +,,,24,599,0.0013070510467514396,0.028625363484025,, +0.0013959072530269623,0.03083476610481739,0.028245922178030014,25,623,,,, +,,,25,623,0.0019279511179775,0.03602981939911842,, +0.0014718036400154233,0.030798722058534622,0.028245922178030014,26,647,,,, +,,,26,647,0.002740380121394992,0.042317893356084824,, +0.0010464234510436654,0.025798136368393898,0.025798136368393898,27,671,,,, +,,,27,671,0.002022793982177973,0.037032488733530045,, +0.009156792424619198,0.0906437560915947,0.025798136368393898,28,695,,,, +,,,28,695,0.0013775061815977097,0.029920652508735657,, +0.001124843256548047,0.027347316965460777,0.025798136368393898,29,719,,,, +,,,29,719,0.0016828213119879365,0.03307466581463814,, +0.0009704067488200963,0.025155115872621536,0.025155115872621536,30,743,,,, +,,,30,743,0.0020842694211751223,0.03751416504383087,, +0.001679126755334437,0.03376970440149307,0.025155115872621536,31,767,,,, +,,,31,767,0.0019028291571885347,0.03504840284585953,, +0.000784030242357403,0.02259689010679722,0.02259689010679722,32,791,,,, +,,,32,791,0.0014106002636253834,0.03021089918911457,, +0.006293117068707943,0.07364197075366974,0.02259689010679722,33,815,,,, +,,,33,815,0.0015308927977457643,0.03151270002126694,, +0.002769521437585354,0.04628732055425644,0.02259689010679722,34,839,,,, +,,,34,839,0.0016444484936073422,0.03343453258275986,, +0.0009106035577133298,0.024328220635652542,0.02259689010679722,35,863,,,, +,,,35,863,0.0010128390276804566,0.025387434288859367,, +0.0032655871473252773,0.04820939153432846,0.02259689010679722,36,887,,,, +,,,36,887,0.0017504082061350346,0.033850472420454025,, +0.03427838906645775,0.18334358930587769,0.02259689010679722,37,911,,,, +,,,37,911,0.003102970542386174,0.047320883721113205,, +0.006556663662195206,0.0751577615737915,0.02259689010679722,38,935,,,, +,,,38,935,0.001846423838287592,0.03486456722021103,, +0.0008439348894171417,0.023164592683315277,0.02259689010679722,39,959,,,, +,,,39,959,0.001479175640270114,0.03139280527830124,, +0.0022144445683807135,0.04073166474699974,0.02259689010679722,40,983,,,, +,,,40,983,0.0006566949305124581,0.020276350900530815,, +0.0010508198756724596,0.026884110644459724,0.02259689010679722,41,1007,,,, +,,,41,1007,0.0008068127790465951,0.02278841845691204,, +0.0012190035777166486,0.028524378314614296,0.02259689010679722,42,1031,,,, +,,,42,1031,0.0008929873001761734,0.023904459550976753,, +0.0010962329106405377,0.02693159319460392,0.02259689010679722,43,1055,,,, +,,,43,1055,0.001314716413617134,0.029594305902719498,, +0.0011610834626480937,0.02794678322970867,0.02259689010679722,44,1079,,,, +,,,44,1079,0.0018811299232766032,0.03385619446635246,, +0.0047264257445931435,0.06379450857639313,0.02259689010679722,45,1103,,,, +,,,45,1103,0.0025578083004802465,0.04084301367402077,, +0.0016371718375012279,0.03433597460389137,0.02259689010679722,46,1127,,,, +,,,46,1127,0.0011276787845417857,0.02753737010061741,, +0.009137107990682125,0.0920497253537178,0.02259689010679722,47,1151,,,, +,,,47,1151,0.000855309481266886,0.023473471403121948,, +0.0007343778270296752,0.02183651551604271,0.02183651551604271,48,1175,,,, +,,,48,1175,0.0010764137841761112,0.02660442516207695,, +0.02627609111368656,0.16017767786979675,0.02183651551604271,49,1199,,,, +,,,49,1199,0.0010072302538901567,0.025100359693169594,, +0.0044578867964446545,0.06280158460140228,0.02183651551604271,50,1223,,,, +,,,50,1223,0.0009937519207596779,0.025059914216399193,, +0.020957982167601585,0.1422402262687683,0.02183651551604271,51,1247,,,, +,,,51,1247,0.0010150385787710547,0.025925446301698685,, +0.0010787328938022256,0.026826340705156326,0.02183651551604271,52,1271,,,, +,,,52,1271,0.0025947638787329197,0.043245457112789154,, +0.0429268442094326,0.20572412014007568,0.02183651551604271,53,1295,,,, +,,,53,1295,0.0007851995760574937,0.021926933899521828,, +0.004375332035124302,0.0618528351187706,0.02183651551604271,54,1319,,,, +,,,54,1319,0.001303606084547937,0.030168265104293823,, +0.0016388793010264635,0.03508560359477997,0.02183651551604271,55,1343,,,, +,,,55,1343,0.0005651573883369565,0.019279073923826218,, +0.0064427959732711315,0.07666032761335373,0.02183651551604271,56,1367,,,, +,,,56,1367,0.0008878402877599001,0.024407796561717987,, +0.0006419354467652738,0.01994173787534237,0.01994173787534237,57,1391,,,, +,,,57,1391,0.0005728962714783847,0.01911887712776661,, +0.009172901511192322,0.09246735274791718,0.01994173787534237,58,1415,,,, +,,,58,1415,0.0010276844259351492,0.0261828750371933,, +0.029562300071120262,0.17034544050693512,0.01994173787534237,59,1439,,,, +,,,59,1439,0.0009845776949077845,0.025143064558506012,, +0.001465306617319584,0.03277137503027916,0.01994173787534237,60,1463,,,, +,,,60,1463,0.0006404822343029082,0.020383819937705994,, +0.016061946749687195,0.12475304305553436,0.01994173787534237,61,1487,,,, +,,,61,1487,0.0006347345770336688,0.020060567185282707,, +0.0016186806606128812,0.03461850807070732,0.01994173787534237,62,1511,,,, +,,,62,1511,0.0007964955293573439,0.02318459562957287,, +0.0007226921152323484,0.02129940502345562,0.01994173787534237,63,1535,,,, +,,,63,1535,0.0007731156074441969,0.022621285170316696,, +0.020445413887500763,0.14130297303199768,0.01994173787534237,64,1559,,,, +,,,64,1559,0.0007427924429066479,0.0218832828104496,, +0.031116051599383354,0.17513196170330048,0.01994173787534237,65,1583,,,, +,,,65,1583,0.0008512649219483137,0.023881852626800537,, +0.003006863873451948,0.04989548400044441,0.01994173787534237,66,1607,,,, +,,,66,1607,0.0006326192524284124,0.020256269723176956,, +0.0561697818338871,0.23598991334438324,0.01994173787534237,67,1631,,,, +,,,67,1631,0.0011429776204749942,0.028191952034831047,, +0.007426581345498562,0.08355764299631119,0.01994173787534237,68,1655,,,, +,,,68,1655,0.0006455326220020652,0.020525163039565086,, +0.01169546041637659,0.1058758944272995,0.01994173787534237,69,1679,,,, +,,,69,1679,0.0006793552311137319,0.021001940593123436,, +0.004137147217988968,0.0604403018951416,0.01994173787534237,70,1703,,,, +,,,70,1703,0.0004751963715534657,0.01721598021686077,, +0.004348235670477152,0.06244983896613121,0.01994173787534237,71,1727,,,, +,,,71,1727,0.0011269727256149054,0.027690503746271133,, +0.004482027608901262,0.06370355933904648,0.01994173787534237,72,1751,,,, +,,,72,1751,0.00047043937956914306,0.017293157055974007,, +0.005972334183752537,0.07415670901536942,0.01994173787534237,73,1775,,,, +,,,73,1775,0.0006586870294995606,0.020799538120627403,, +0.0005443865084089339,0.018071508035063744,0.018071508035063744,74,1799,,,, +,,,74,1799,0.0004510682774707675,0.016829540953040123,, +0.016534974798560143,0.1265554577112198,0.018071508035063744,75,1823,,,, +,,,75,1823,0.0004406988446135074,0.0164957195520401,, +0.001172538730315864,0.028901509940624237,0.018071508035063744,76,1847,,,, +,,,76,1847,0.0007455872837454081,0.022277427837252617,, +0.011956773698329926,0.10746054351329803,0.018071508035063744,77,1871,,,, +,,,77,1871,0.0006094510317780077,0.019596626982092857,, +0.0017219949513673782,0.03678132966160774,0.018071508035063744,78,1895,,,, +,,,78,1895,0.0004700751160271466,0.017389316111803055,, +0.0013788854703307152,0.03231280297040939,0.018071508035063744,79,1919,,,, +,,,79,1919,0.00041675937245599926,0.016159716993570328,, +0.004140455275774002,0.061017755419015884,0.018071508035063744,80,1943,,,, +,,,80,1943,0.0005996744148433208,0.019917869940400124,, +0.007697942666709423,0.08542490750551224,0.018071508035063744,81,1967,,,, +,,,81,1967,0.000527079391758889,0.018521126359701157,, +0.002106710337102413,0.04161136597394943,0.018071508035063744,82,1991,,,, +,,,82,1991,0.00044688451453112066,0.016769014298915863,, +0.009386438876390457,0.09485026448965073,0.018071508035063744,83,2015,,,, +,,,83,2015,0.00043749192263931036,0.01669592410326004,, +0.012273483909666538,0.108927883207798,0.018071508035063744,84,2039,,,, +,,,84,2039,0.0004967473214492202,0.017957748845219612,, +0.0010047018295153975,0.02695745788514614,0.018071508035063744,85,2063,,,, +,,,85,2063,0.0005107832257635891,0.018207307904958725,, +0.0020529646426439285,0.04132731631398201,0.018071508035063744,86,2087,,,, +,,,86,2087,0.00043703813571482897,0.016828283667564392,, +0.0022435069549828768,0.04318142309784889,0.018071508035063744,87,2111,,,, +,,,87,2111,0.00041450292337685823,0.016217762604355812,, +0.00048594787949696183,0.017642319202423096,0.017642319202423096,88,2135,,,, +,,,88,2135,0.0005123846931383014,0.018059292808175087,, +0.00409071147441864,0.06043240427970886,0.017642319202423096,89,2159,,,, +,,,89,2159,0.000390015629818663,0.01575547643005848,, +0.004593957681208849,0.06493870168924332,0.017642319202423096,90,2183,,,, +,,,90,2183,0.0005934570799581707,0.01975683681666851,, +0.0007429817342199385,0.02230585180222988,0.017642319202423096,91,2207,,,, +,,,91,2207,0.00033830184838734567,0.01452244445681572,, +0.0019924859516322613,0.04022790864109993,0.017642319202423096,92,2231,,,, +,,,92,2231,0.0005508365575224161,0.018839161843061447,, +0.011796808801591396,0.10697966068983078,0.017642319202423096,93,2255,,,, +,,,93,2255,0.0006600391352549195,0.02099265530705452,, +0.03232131153345108,0.17873479425907135,0.017642319202423096,94,2279,,,, +,,,94,2279,0.0005911701591685414,0.019842268899083138,, +0.0022319932468235493,0.043320924043655396,0.017642319202423096,95,2303,,,, +,,,95,2303,0.00039937766268849373,0.015755660831928253,, +0.0006188266561366618,0.0205551665276289,0.017642319202423096,96,2327,,,, +,,,96,2327,0.00034427037462592125,0.014842508360743523,, +0.008260071277618408,0.08888503164052963,0.017642319202423096,97,2351,,,, +,,,97,2351,0.0003622085496317595,0.015156405977904797,, +0.006337829865515232,0.07679744809865952,0.017642319202423096,98,2375,,,, +,,,98,2375,0.00042836545617319643,0.01643412932753563,, +0.001339365728199482,0.03242779150605202,0.017642319202423096,99,2399,,,, +,,,99,2399,0.0003589005791582167,0.015074603259563446,, +,,,89,2136,,,0.0004992882604710758,0.018068023025989532 diff --git a/logs/experiments/runs/focusResNet_150/2022-03-22_15-07-58/tensorboard/focusResNet_150/events.out.tfevents.1647961680.7ff589b6f5ee.1.0 b/logs/experiments/runs/focusResNet_150/2022-03-22_15-07-58/tensorboard/focusResNet_150/events.out.tfevents.1647961680.7ff589b6f5ee.1.0 new file mode 100644 index 0000000000000000000000000000000000000000..aa3d1c385b892e88261246014f284edb2004f037 --- /dev/null +++ b/logs/experiments/runs/focusResNet_150/2022-03-22_15-07-58/tensorboard/focusResNet_150/events.out.tfevents.1647961680.7ff589b6f5ee.1.0 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5cf67ca5a88fdaf5ab160bbbcea334bd2e2978054026da76bfb7c2fc8994862a +size 36464 diff --git a/logs/experiments/runs/focusResNet_150/2022-03-22_15-07-58/tensorboard/focusResNet_150/events.out.tfevents.1647963350.7ff589b6f5ee.1.1 b/logs/experiments/runs/focusResNet_150/2022-03-22_15-07-58/tensorboard/focusResNet_150/events.out.tfevents.1647963350.7ff589b6f5ee.1.1 new file mode 100644 index 0000000000000000000000000000000000000000..b959f318192501f9544c1f408497fee7774c29c5 --- /dev/null +++ b/logs/experiments/runs/focusResNet_150/2022-03-22_15-07-58/tensorboard/focusResNet_150/events.out.tfevents.1647963350.7ff589b6f5ee.1.1 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:975bdaa3423936570a8a19bb214f747835194e847acce715df47b6e1f6469480 +size 179 diff --git a/logs/experiments/runs/focusResNet_150/2022-03-22_15-07-58/tensorboard/focusResNet_150/hparams.yaml b/logs/experiments/runs/focusResNet_150/2022-03-22_15-07-58/tensorboard/focusResNet_150/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..e61c1a38e6650718aacdc52ae4ce0ba96d06c326 --- /dev/null +++ b/logs/experiments/runs/focusResNet_150/2022-03-22_15-07-58/tensorboard/focusResNet_150/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet50 + pretrained: false + lr: 0.001 + weight_decay: 0.0005 +datamodule: + _target_: src.datamodules.focus_datamodule.FocusDataModule + data_dir: /usr/src/app/data/focus150 + csv_train_file: /usr/src/app/data/focus150/train_metadata.csv + csv_val_file: /usr/src/app/data/focus150/validation_metadata.csv + csv_test_file: /usr/src/app/data/focus150/test_metadata.csv + batch_size: 128 + num_workers: 0 + pin_memory: false + augmentation: true +seed: 12345 +callbacks: + model_checkpoint: + _target_: pytorch_lightning.callbacks.ModelCheckpoint + monitor: val/mae + mode: min + save_top_k: 1 + save_last: true + verbose: false + dirpath: checkpoints/ + filename: epoch_{epoch:03d} + auto_insert_metric_name: false + early_stopping: + _target_: pytorch_lightning.callbacks.EarlyStopping + monitor: val/mae + mode: min + patience: 100 + min_delta: 0 + model_summary: + _target_: pytorch_lightning.callbacks.RichModelSummary + max_depth: -1 + rich_progress_bar: + _target_: pytorch_lightning.callbacks.RichProgressBar +model/params/total: 23510081 +model/params/trainable: 23510081 +model/params/non_trainable: 0 diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/meta.yaml b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/meta.yaml new file mode 100644 index 0000000000000000000000000000000000000000..1603060e8e213f5500d9c6227634c88d97370754 --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/meta.yaml @@ -0,0 +1,15 @@ +artifact_uri: /usr/src/app/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/artifacts +end_time: 1647963351061 +entry_point_name: '' +experiment_id: '4' +lifecycle_stage: active +name: '' +run_id: 6b258ab3b9e64105af7c69d1c3f96e3a +run_uuid: 6b258ab3b9e64105af7c69d1c3f96e3a +source_name: '' +source_type: 4 +source_version: '' +start_time: 1647961680915 +status: 3 +tags: [] +user_id: unknown diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/metrics/epoch b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/metrics/epoch new file mode 100644 index 0000000000000000000000000000000000000000..13739b08354522a83f750deac441bde8d21a69e1 --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/metrics/epoch @@ -0,0 +1,201 @@ +1647961699705 0 23 +1647961700617 0 23 +1647961713313 1 47 +1647961717288 1 47 +1647961729893 2 71 +1647961734186 2 71 +1647961746928 3 95 +1647961751112 3 95 +1647961763846 4 119 +1647961767512 4 119 +1647961780235 5 143 +1647961784393 5 143 +1647961797027 6 167 +1647961801239 6 167 +1647961813969 7 191 +1647961818098 7 191 +1647961830874 8 215 +1647961834735 8 215 +1647961847510 9 239 +1647961851165 9 239 +1647961863945 10 263 +1647961867918 10 263 +1647961880695 11 287 +1647961884406 11 287 +1647961897244 12 311 +1647961900833 12 311 +1647961913581 13 335 +1647961917186 13 335 +1647961929958 14 359 +1647961933530 14 359 +1647961946303 15 383 +1647961950483 15 383 +1647961963299 16 407 +1647961967481 16 407 +1647961980268 17 431 +1647961983813 17 431 +1647961996939 18 455 +1647962001233 18 455 +1647962014036 19 479 +1647962017852 19 479 +1647962030662 20 503 +1647962034368 20 503 +1647962047175 21 527 +1647962050866 21 527 +1647962063671 22 551 +1647962067253 22 551 +1647962079973 23 575 +1647962083614 23 575 +1647962096442 24 599 +1647962100148 24 599 +1647962112970 25 623 +1647962116654 25 623 +1647962129437 26 647 +1647962133093 26 647 +1647962145994 27 671 +1647962149978 27 671 +1647962162755 28 695 +1647962166325 28 695 +1647962179262 29 719 +1647962184776 29 719 +1647962197521 30 743 +1647962201545 30 743 +1647962214382 31 767 +1647962217873 31 767 +1647962230843 32 791 +1647962235351 32 791 +1647962248180 33 815 +1647962251649 33 815 +1647962264780 34 839 +1647962269054 34 839 +1647962281877 35 863 +1647962285465 35 863 +1647962298201 36 887 +1647962301811 36 887 +1647962314676 37 911 +1647962318342 37 911 +1647962331167 38 935 +1647962334788 38 935 +1647962347684 39 959 +1647962351356 39 959 +1647962364246 40 983 +1647962367895 40 983 +1647962380648 41 1007 +1647962384295 41 1007 +1647962397139 42 1031 +1647962400866 42 1031 +1647962413916 43 1055 +1647962417474 43 1055 +1647962430306 44 1079 +1647962433877 44 1079 +1647962446735 45 1103 +1647962450453 45 1103 +1647962463265 46 1127 +1647962466804 46 1127 +1647962479686 47 1151 +1647962483320 47 1151 +1647962496219 48 1175 +1647962500235 48 1175 +1647962513115 49 1199 +1647962517018 49 1199 +1647962529805 50 1223 +1647962533755 50 1223 +1647962546478 51 1247 +1647962550161 51 1247 +1647962562944 52 1271 +1647962566543 52 1271 +1647962579318 53 1295 +1647962583063 53 1295 +1647962595807 54 1319 +1647962599459 54 1319 +1647962612262 55 1343 +1647962616028 55 1343 +1647962628844 56 1367 +1647962632397 56 1367 +1647962645250 57 1391 +1647962649267 57 1391 +1647962662054 58 1415 +1647962665827 58 1415 +1647962678873 59 1439 +1647962684980 59 1439 +1647962697810 60 1463 +1647962701349 60 1463 +1647962714180 61 1487 +1647962717767 61 1487 +1647962730543 62 1511 +1647962734166 62 1511 +1647962746893 63 1535 +1647962750451 63 1535 +1647962763201 64 1559 +1647962766730 64 1559 +1647962779583 65 1583 +1647962783343 65 1583 +1647962796198 66 1607 +1647962799889 66 1607 +1647962812712 67 1631 +1647962816203 67 1631 +1647962828939 68 1655 +1647962832522 68 1655 +1647962845279 69 1679 +1647962848950 69 1679 +1647962861658 70 1703 +1647962865367 70 1703 +1647962878109 71 1727 +1647962881557 71 1727 +1647962894294 72 1751 +1647962897946 72 1751 +1647962910780 73 1775 +1647962914333 73 1775 +1647962927247 74 1799 +1647962931338 74 1799 +1647962944158 75 1823 +1647962947758 75 1823 +1647962960734 76 1847 +1647962964822 76 1847 +1647962977690 77 1871 +1647962981165 77 1871 +1647962993929 78 1895 +1647962997685 78 1895 +1647963010416 79 1919 +1647963014157 79 1919 +1647963026929 80 1943 +1647963030668 80 1943 +1647963043486 81 1967 +1647963047116 81 1967 +1647963059885 82 1991 +1647963063492 82 1991 +1647963076429 83 2015 +1647963080322 83 2015 +1647963093067 84 2039 +1647963096800 84 2039 +1647963109641 85 2063 +1647963113086 85 2063 +1647963125859 86 2087 +1647963129628 86 2087 +1647963142497 87 2111 +1647963146252 87 2111 +1647963158996 88 2135 +1647963162900 88 2135 +1647963175743 89 2159 +1647963179386 89 2159 +1647963192491 90 2183 +1647963197722 90 2183 +1647963210578 91 2207 +1647963214162 91 2207 +1647963226962 92 2231 +1647963230708 92 2231 +1647963243471 93 2255 +1647963247254 93 2255 +1647963260083 94 2279 +1647963263916 94 2279 +1647963276832 95 2303 +1647963280232 95 2303 +1647963293165 96 2327 +1647963296865 96 2327 +1647963309576 97 2351 +1647963313165 97 2351 +1647963325901 98 2375 +1647963329571 98 2375 +1647963342382 99 2399 +1647963346099 99 2399 +1647963350932 89 2136 diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/metrics/test/loss b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/metrics/test/loss new file mode 100644 index 0000000000000000000000000000000000000000..397008bd89b8a43113f2adcf8e0f21619131a38f --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/metrics/test/loss @@ -0,0 +1 @@ +1647963350932 0.0004992882604710758 2136 diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/metrics/test/mae b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/metrics/test/mae new file mode 100644 index 0000000000000000000000000000000000000000..711b5bc1f77d32d78a092e18644a355ae1d90360 --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/metrics/test/mae @@ -0,0 +1 @@ +1647963350932 0.018068023025989532 2136 diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/metrics/train/loss b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/metrics/train/loss new file mode 100644 index 0000000000000000000000000000000000000000..18d4d064d625ce74563905f28e362fa5200373ba --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/metrics/train/loss @@ -0,0 +1,100 @@ +1647961700617 3.7504992485046387 23 +1647961717288 0.03219049796462059 47 +1647961734186 0.007995289750397205 71 +1647961751112 0.004626095294952393 95 +1647961767512 0.003221794031560421 119 +1647961784393 0.002681221580132842 143 +1647961801239 0.0024319845251739025 167 +1647961818098 0.002092503709718585 191 +1647961834735 0.0019912500865757465 215 +1647961851165 0.0016524913953617215 239 +1647961867918 0.0015109687810763717 263 +1647961884406 0.0015490566147491336 287 +1647961900833 0.0014200089499354362 311 +1647961917186 0.0012780824908986688 335 +1647961933530 0.00113396265078336 359 +1647961950483 0.0016671529738232493 383 +1647961967481 0.0011156665859743953 407 +1647961983813 0.0015967722283676267 431 +1647962001233 0.0014624017057940364 455 +1647962017852 0.0016321884468197823 479 +1647962034368 0.0013959748903289437 503 +1647962050866 0.0013950145803391933 527 +1647962067253 0.0035598180256783962 551 +1647962083614 0.0016775783151388168 575 +1647962100148 0.0013070510467514396 599 +1647962116654 0.0019279511179775 623 +1647962133093 0.002740380121394992 647 +1647962149978 0.002022793982177973 671 +1647962166325 0.0013775061815977097 695 +1647962184776 0.0016828213119879365 719 +1647962201545 0.0020842694211751223 743 +1647962217873 0.0019028291571885347 767 +1647962235351 0.0014106002636253834 791 +1647962251649 0.0015308927977457643 815 +1647962269054 0.0016444484936073422 839 +1647962285465 0.0010128390276804566 863 +1647962301811 0.0017504082061350346 887 +1647962318342 0.003102970542386174 911 +1647962334788 0.001846423838287592 935 +1647962351356 0.001479175640270114 959 +1647962367895 0.0006566949305124581 983 +1647962384295 0.0008068127790465951 1007 +1647962400866 0.0008929873001761734 1031 +1647962417474 0.001314716413617134 1055 +1647962433877 0.0018811299232766032 1079 +1647962450453 0.0025578083004802465 1103 +1647962466804 0.0011276787845417857 1127 +1647962483320 0.000855309481266886 1151 +1647962500235 0.0010764137841761112 1175 +1647962517018 0.0010072302538901567 1199 +1647962533755 0.0009937519207596779 1223 +1647962550161 0.0010150385787710547 1247 +1647962566543 0.0025947638787329197 1271 +1647962583063 0.0007851995760574937 1295 +1647962599459 0.001303606084547937 1319 +1647962616028 0.0005651573883369565 1343 +1647962632397 0.0008878402877599001 1367 +1647962649267 0.0005728962714783847 1391 +1647962665827 0.0010276844259351492 1415 +1647962684980 0.0009845776949077845 1439 +1647962701349 0.0006404822343029082 1463 +1647962717767 0.0006347345770336688 1487 +1647962734166 0.0007964955293573439 1511 +1647962750451 0.0007731156074441969 1535 +1647962766730 0.0007427924429066479 1559 +1647962783343 0.0008512649219483137 1583 +1647962799889 0.0006326192524284124 1607 +1647962816203 0.0011429776204749942 1631 +1647962832522 0.0006455326220020652 1655 +1647962848950 0.0006793552311137319 1679 +1647962865367 0.0004751963715534657 1703 +1647962881557 0.0011269727256149054 1727 +1647962897946 0.00047043937956914306 1751 +1647962914333 0.0006586870294995606 1775 +1647962931338 0.0004510682774707675 1799 +1647962947758 0.0004406988446135074 1823 +1647962964822 0.0007455872837454081 1847 +1647962981165 0.0006094510317780077 1871 +1647962997685 0.0004700751160271466 1895 +1647963014157 0.00041675937245599926 1919 +1647963030668 0.0005996744148433208 1943 +1647963047116 0.000527079391758889 1967 +1647963063492 0.00044688451453112066 1991 +1647963080322 0.00043749192263931036 2015 +1647963096800 0.0004967473214492202 2039 +1647963113086 0.0005107832257635891 2063 +1647963129628 0.00043703813571482897 2087 +1647963146252 0.00041450292337685823 2111 +1647963162900 0.0005123846931383014 2135 +1647963179386 0.000390015629818663 2159 +1647963197722 0.0005934570799581707 2183 +1647963214162 0.00033830184838734567 2207 +1647963230708 0.0005508365575224161 2231 +1647963247254 0.0006600391352549195 2255 +1647963263916 0.0005911701591685414 2279 +1647963280232 0.00039937766268849373 2303 +1647963296865 0.00034427037462592125 2327 +1647963313165 0.0003622085496317595 2351 +1647963329571 0.00042836545617319643 2375 +1647963346099 0.0003589005791582167 2399 diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/metrics/train/mae b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/metrics/train/mae new file mode 100644 index 0000000000000000000000000000000000000000..1e2ae8ad5ed339aeba7bab9241a2e675d8f7cebd --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/metrics/train/mae @@ -0,0 +1,100 @@ +1647961700617 0.7216391563415527 23 +1647961717288 0.141302689909935 47 +1647961734186 0.07104231417179108 71 +1647961751112 0.05450766161084175 95 +1647961767512 0.04546424746513367 119 +1647961784393 0.041317302733659744 143 +1647961801239 0.03928075730800629 167 +1647961818098 0.03660845384001732 191 +1647961834735 0.03561358153820038 215 +1647961851165 0.03232833370566368 239 +1647961867918 0.03077114187180996 263 +1647961884406 0.03158067911863327 287 +1647961900833 0.029755471274256706 311 +1647961917186 0.028370268642902374 335 +1647961933530 0.026989171281456947 359 +1647961950483 0.0327298566699028 383 +1647961967481 0.02656504511833191 407 +1647961983813 0.032210059463977814 431 +1647962001233 0.03079361841082573 455 +1647962017852 0.03254447877407074 479 +1647962034368 0.029707472771406174 503 +1647962050866 0.02990613505244255 527 +1647962067253 0.05118696764111519 551 +1647962083614 0.03285291790962219 575 +1647962100148 0.028625363484025 599 +1647962116654 0.03602981939911842 623 +1647962133093 0.042317893356084824 647 +1647962149978 0.037032488733530045 671 +1647962166325 0.029920652508735657 695 +1647962184776 0.03307466581463814 719 +1647962201545 0.03751416504383087 743 +1647962217873 0.03504840284585953 767 +1647962235351 0.03021089918911457 791 +1647962251649 0.03151270002126694 815 +1647962269054 0.03343453258275986 839 +1647962285465 0.025387434288859367 863 +1647962301811 0.033850472420454025 887 +1647962318342 0.047320883721113205 911 +1647962334788 0.03486456722021103 935 +1647962351356 0.03139280527830124 959 +1647962367895 0.020276350900530815 983 +1647962384295 0.02278841845691204 1007 +1647962400866 0.023904459550976753 1031 +1647962417474 0.029594305902719498 1055 +1647962433877 0.03385619446635246 1079 +1647962450453 0.04084301367402077 1103 +1647962466804 0.02753737010061741 1127 +1647962483320 0.023473471403121948 1151 +1647962500235 0.02660442516207695 1175 +1647962517018 0.025100359693169594 1199 +1647962533755 0.025059914216399193 1223 +1647962550161 0.025925446301698685 1247 +1647962566543 0.043245457112789154 1271 +1647962583063 0.021926933899521828 1295 +1647962599459 0.030168265104293823 1319 +1647962616028 0.019279073923826218 1343 +1647962632397 0.024407796561717987 1367 +1647962649267 0.01911887712776661 1391 +1647962665827 0.0261828750371933 1415 +1647962684980 0.025143064558506012 1439 +1647962701349 0.020383819937705994 1463 +1647962717767 0.020060567185282707 1487 +1647962734166 0.02318459562957287 1511 +1647962750451 0.022621285170316696 1535 +1647962766730 0.0218832828104496 1559 +1647962783343 0.023881852626800537 1583 +1647962799889 0.020256269723176956 1607 +1647962816203 0.028191952034831047 1631 +1647962832522 0.020525163039565086 1655 +1647962848950 0.021001940593123436 1679 +1647962865367 0.01721598021686077 1703 +1647962881557 0.027690503746271133 1727 +1647962897946 0.017293157055974007 1751 +1647962914333 0.020799538120627403 1775 +1647962931338 0.016829540953040123 1799 +1647962947758 0.0164957195520401 1823 +1647962964822 0.022277427837252617 1847 +1647962981165 0.019596626982092857 1871 +1647962997685 0.017389316111803055 1895 +1647963014157 0.016159716993570328 1919 +1647963030668 0.019917869940400124 1943 +1647963047116 0.018521126359701157 1967 +1647963063492 0.016769014298915863 1991 +1647963080322 0.01669592410326004 2015 +1647963096800 0.017957748845219612 2039 +1647963113086 0.018207307904958725 2063 +1647963129628 0.016828283667564392 2087 +1647963146252 0.016217762604355812 2111 +1647963162900 0.018059292808175087 2135 +1647963179386 0.01575547643005848 2159 +1647963197722 0.01975683681666851 2183 +1647963214162 0.01452244445681572 2207 +1647963230708 0.018839161843061447 2231 +1647963247254 0.02099265530705452 2255 +1647963263916 0.019842268899083138 2279 +1647963280232 0.015755660831928253 2303 +1647963296865 0.014842508360743523 2327 +1647963313165 0.015156405977904797 2351 +1647963329571 0.01643412932753563 2375 +1647963346099 0.015074603259563446 2399 diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/metrics/val/loss b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/metrics/val/loss new file mode 100644 index 0000000000000000000000000000000000000000..5b02b7096eb8a88384153985a40ee7535e6b6533 --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/metrics/val/loss @@ -0,0 +1,100 @@ +1647961699705 1.107163429260254 23 +1647961713313 0.01970185898244381 47 +1647961729893 0.00790839921683073 71 +1647961746928 0.0035552389454096556 95 +1647961763846 0.0048794494941830635 119 +1647961780235 0.0033712470903992653 143 +1647961797027 0.002781231887638569 167 +1647961813969 0.002430145163089037 191 +1647961830874 0.002910938346758485 215 +1647961847510 0.0031712502241134644 239 +1647961863945 0.0015343533596023917 263 +1647961880695 0.005206160247325897 287 +1647961897244 0.0020690886303782463 311 +1647961913581 0.00199972209520638 335 +1647961929958 0.0025775216054171324 359 +1647961946303 0.0014219348086044192 383 +1647961963299 0.0012483561877161264 407 +1647961980268 0.0016316961264237761 431 +1647961996939 0.0014339047484099865 455 +1647962014036 0.012628506869077682 479 +1647962030662 0.002572153927758336 503 +1647962047175 0.004714640323072672 527 +1647962063671 0.001898801769129932 551 +1647962079973 0.007885556668043137 575 +1647962096442 0.001511872629635036 599 +1647962112970 0.0013959072530269623 623 +1647962129437 0.0014718036400154233 647 +1647962145994 0.0010464234510436654 671 +1647962162755 0.009156792424619198 695 +1647962179262 0.001124843256548047 719 +1647962197521 0.0009704067488200963 743 +1647962214382 0.001679126755334437 767 +1647962230843 0.000784030242357403 791 +1647962248180 0.006293117068707943 815 +1647962264780 0.002769521437585354 839 +1647962281877 0.0009106035577133298 863 +1647962298201 0.0032655871473252773 887 +1647962314676 0.03427838906645775 911 +1647962331167 0.006556663662195206 935 +1647962347684 0.0008439348894171417 959 +1647962364246 0.0022144445683807135 983 +1647962380648 0.0010508198756724596 1007 +1647962397139 0.0012190035777166486 1031 +1647962413916 0.0010962329106405377 1055 +1647962430306 0.0011610834626480937 1079 +1647962446735 0.0047264257445931435 1103 +1647962463265 0.0016371718375012279 1127 +1647962479686 0.009137107990682125 1151 +1647962496219 0.0007343778270296752 1175 +1647962513115 0.02627609111368656 1199 +1647962529805 0.0044578867964446545 1223 +1647962546478 0.020957982167601585 1247 +1647962562944 0.0010787328938022256 1271 +1647962579318 0.0429268442094326 1295 +1647962595807 0.004375332035124302 1319 +1647962612262 0.0016388793010264635 1343 +1647962628844 0.0064427959732711315 1367 +1647962645250 0.0006419354467652738 1391 +1647962662054 0.009172901511192322 1415 +1647962678873 0.029562300071120262 1439 +1647962697810 0.001465306617319584 1463 +1647962714180 0.016061946749687195 1487 +1647962730543 0.0016186806606128812 1511 +1647962746893 0.0007226921152323484 1535 +1647962763201 0.020445413887500763 1559 +1647962779583 0.031116051599383354 1583 +1647962796198 0.003006863873451948 1607 +1647962812712 0.0561697818338871 1631 +1647962828939 0.007426581345498562 1655 +1647962845279 0.01169546041637659 1679 +1647962861658 0.004137147217988968 1703 +1647962878109 0.004348235670477152 1727 +1647962894294 0.004482027608901262 1751 +1647962910780 0.005972334183752537 1775 +1647962927247 0.0005443865084089339 1799 +1647962944158 0.016534974798560143 1823 +1647962960734 0.001172538730315864 1847 +1647962977690 0.011956773698329926 1871 +1647962993929 0.0017219949513673782 1895 +1647963010416 0.0013788854703307152 1919 +1647963026929 0.004140455275774002 1943 +1647963043486 0.007697942666709423 1967 +1647963059885 0.002106710337102413 1991 +1647963076429 0.009386438876390457 2015 +1647963093067 0.012273483909666538 2039 +1647963109641 0.0010047018295153975 2063 +1647963125859 0.0020529646426439285 2087 +1647963142497 0.0022435069549828768 2111 +1647963158996 0.00048594787949696183 2135 +1647963175743 0.00409071147441864 2159 +1647963192491 0.004593957681208849 2183 +1647963210578 0.0007429817342199385 2207 +1647963226962 0.0019924859516322613 2231 +1647963243471 0.011796808801591396 2255 +1647963260083 0.03232131153345108 2279 +1647963276832 0.0022319932468235493 2303 +1647963293165 0.0006188266561366618 2327 +1647963309576 0.008260071277618408 2351 +1647963325901 0.006337829865515232 2375 +1647963342382 0.001339365728199482 2399 diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/metrics/val/mae b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/metrics/val/mae new file mode 100644 index 0000000000000000000000000000000000000000..c1ee7b8367a5ec85e96189f654699f56b923a683 --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/metrics/val/mae @@ -0,0 +1,100 @@ +1647961699705 1.020092248916626 23 +1647961713313 0.11880246549844742 47 +1647961729893 0.07228061556816101 71 +1647961746928 0.048198144882917404 95 +1647961763846 0.0582113191485405 119 +1647961780235 0.04719497263431549 143 +1647961797027 0.042448364198207855 167 +1647961813969 0.03980676829814911 191 +1647961830874 0.04405594244599342 215 +1647961847510 0.04608733579516411 239 +1647961863945 0.031242353841662407 263 +1647961880695 0.06258135288953781 287 +1647961897244 0.03634729981422424 311 +1647961913581 0.03610067442059517 335 +1647961929958 0.04170547425746918 359 +1647961946303 0.029673511162400246 383 +1647961963299 0.028245922178030014 407 +1647961980268 0.032211169600486755 431 +1647961996939 0.030127275735139847 455 +1647962014036 0.10611867904663086 479 +1647962030662 0.042613230645656586 503 +1647962047175 0.061476320028305054 527 +1647962063671 0.03508426994085312 551 +1647962079973 0.08337081968784332 575 +1647962096442 0.03130415081977844 599 +1647962112970 0.03083476610481739 623 +1647962129437 0.030798722058534622 647 +1647962145994 0.025798136368393898 671 +1647962162755 0.0906437560915947 695 +1647962179262 0.027347316965460777 719 +1647962197521 0.025155115872621536 743 +1647962214382 0.03376970440149307 767 +1647962230843 0.02259689010679722 791 +1647962248180 0.07364197075366974 815 +1647962264780 0.04628732055425644 839 +1647962281877 0.024328220635652542 863 +1647962298201 0.04820939153432846 887 +1647962314676 0.18334358930587769 911 +1647962331167 0.0751577615737915 935 +1647962347684 0.023164592683315277 959 +1647962364246 0.04073166474699974 983 +1647962380648 0.026884110644459724 1007 +1647962397139 0.028524378314614296 1031 +1647962413916 0.02693159319460392 1055 +1647962430306 0.02794678322970867 1079 +1647962446735 0.06379450857639313 1103 +1647962463265 0.03433597460389137 1127 +1647962479686 0.0920497253537178 1151 +1647962496219 0.02183651551604271 1175 +1647962513115 0.16017767786979675 1199 +1647962529805 0.06280158460140228 1223 +1647962546478 0.1422402262687683 1247 +1647962562944 0.026826340705156326 1271 +1647962579318 0.20572412014007568 1295 +1647962595807 0.0618528351187706 1319 +1647962612262 0.03508560359477997 1343 +1647962628844 0.07666032761335373 1367 +1647962645250 0.01994173787534237 1391 +1647962662054 0.09246735274791718 1415 +1647962678873 0.17034544050693512 1439 +1647962697810 0.03277137503027916 1463 +1647962714180 0.12475304305553436 1487 +1647962730543 0.03461850807070732 1511 +1647962746893 0.02129940502345562 1535 +1647962763201 0.14130297303199768 1559 +1647962779583 0.17513196170330048 1583 +1647962796198 0.04989548400044441 1607 +1647962812712 0.23598991334438324 1631 +1647962828939 0.08355764299631119 1655 +1647962845279 0.1058758944272995 1679 +1647962861658 0.0604403018951416 1703 +1647962878109 0.06244983896613121 1727 +1647962894294 0.06370355933904648 1751 +1647962910780 0.07415670901536942 1775 +1647962927247 0.018071508035063744 1799 +1647962944158 0.1265554577112198 1823 +1647962960734 0.028901509940624237 1847 +1647962977690 0.10746054351329803 1871 +1647962993929 0.03678132966160774 1895 +1647963010416 0.03231280297040939 1919 +1647963026929 0.061017755419015884 1943 +1647963043486 0.08542490750551224 1967 +1647963059885 0.04161136597394943 1991 +1647963076429 0.09485026448965073 2015 +1647963093067 0.108927883207798 2039 +1647963109641 0.02695745788514614 2063 +1647963125859 0.04132731631398201 2087 +1647963142497 0.04318142309784889 2111 +1647963158996 0.017642319202423096 2135 +1647963175743 0.06043240427970886 2159 +1647963192491 0.06493870168924332 2183 +1647963210578 0.02230585180222988 2207 +1647963226962 0.04022790864109993 2231 +1647963243471 0.10697966068983078 2255 +1647963260083 0.17873479425907135 2279 +1647963276832 0.043320924043655396 2303 +1647963293165 0.0205551665276289 2327 +1647963309576 0.08888503164052963 2351 +1647963325901 0.07679744809865952 2375 +1647963342382 0.03242779150605202 2399 diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/metrics/val/mae_best b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/metrics/val/mae_best new file mode 100644 index 0000000000000000000000000000000000000000..957ee4a1a932d4120f9178750a9619353153e9b2 --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/metrics/val/mae_best @@ -0,0 +1,100 @@ +1647961699705 1.020092248916626 23 +1647961713313 0.11880246549844742 47 +1647961729893 0.07228061556816101 71 +1647961746928 0.048198144882917404 95 +1647961763846 0.048198144882917404 119 +1647961780235 0.04719497263431549 143 +1647961797027 0.042448364198207855 167 +1647961813969 0.03980676829814911 191 +1647961830874 0.03980676829814911 215 +1647961847510 0.03980676829814911 239 +1647961863945 0.031242353841662407 263 +1647961880695 0.031242353841662407 287 +1647961897244 0.031242353841662407 311 +1647961913581 0.031242353841662407 335 +1647961929958 0.031242353841662407 359 +1647961946303 0.029673511162400246 383 +1647961963299 0.028245922178030014 407 +1647961980268 0.028245922178030014 431 +1647961996939 0.028245922178030014 455 +1647962014036 0.028245922178030014 479 +1647962030662 0.028245922178030014 503 +1647962047175 0.028245922178030014 527 +1647962063671 0.028245922178030014 551 +1647962079973 0.028245922178030014 575 +1647962096442 0.028245922178030014 599 +1647962112970 0.028245922178030014 623 +1647962129437 0.028245922178030014 647 +1647962145994 0.025798136368393898 671 +1647962162755 0.025798136368393898 695 +1647962179262 0.025798136368393898 719 +1647962197521 0.025155115872621536 743 +1647962214382 0.025155115872621536 767 +1647962230843 0.02259689010679722 791 +1647962248180 0.02259689010679722 815 +1647962264780 0.02259689010679722 839 +1647962281877 0.02259689010679722 863 +1647962298201 0.02259689010679722 887 +1647962314676 0.02259689010679722 911 +1647962331167 0.02259689010679722 935 +1647962347684 0.02259689010679722 959 +1647962364246 0.02259689010679722 983 +1647962380648 0.02259689010679722 1007 +1647962397139 0.02259689010679722 1031 +1647962413916 0.02259689010679722 1055 +1647962430306 0.02259689010679722 1079 +1647962446735 0.02259689010679722 1103 +1647962463265 0.02259689010679722 1127 +1647962479686 0.02259689010679722 1151 +1647962496219 0.02183651551604271 1175 +1647962513115 0.02183651551604271 1199 +1647962529805 0.02183651551604271 1223 +1647962546478 0.02183651551604271 1247 +1647962562944 0.02183651551604271 1271 +1647962579318 0.02183651551604271 1295 +1647962595807 0.02183651551604271 1319 +1647962612262 0.02183651551604271 1343 +1647962628844 0.02183651551604271 1367 +1647962645250 0.01994173787534237 1391 +1647962662054 0.01994173787534237 1415 +1647962678873 0.01994173787534237 1439 +1647962697810 0.01994173787534237 1463 +1647962714180 0.01994173787534237 1487 +1647962730543 0.01994173787534237 1511 +1647962746893 0.01994173787534237 1535 +1647962763201 0.01994173787534237 1559 +1647962779583 0.01994173787534237 1583 +1647962796198 0.01994173787534237 1607 +1647962812712 0.01994173787534237 1631 +1647962828939 0.01994173787534237 1655 +1647962845279 0.01994173787534237 1679 +1647962861658 0.01994173787534237 1703 +1647962878109 0.01994173787534237 1727 +1647962894294 0.01994173787534237 1751 +1647962910780 0.01994173787534237 1775 +1647962927247 0.018071508035063744 1799 +1647962944158 0.018071508035063744 1823 +1647962960734 0.018071508035063744 1847 +1647962977690 0.018071508035063744 1871 +1647962993929 0.018071508035063744 1895 +1647963010416 0.018071508035063744 1919 +1647963026929 0.018071508035063744 1943 +1647963043486 0.018071508035063744 1967 +1647963059885 0.018071508035063744 1991 +1647963076429 0.018071508035063744 2015 +1647963093067 0.018071508035063744 2039 +1647963109641 0.018071508035063744 2063 +1647963125859 0.018071508035063744 2087 +1647963142497 0.018071508035063744 2111 +1647963158996 0.017642319202423096 2135 +1647963175743 0.017642319202423096 2159 +1647963192491 0.017642319202423096 2183 +1647963210578 0.017642319202423096 2207 +1647963226962 0.017642319202423096 2231 +1647963243471 0.017642319202423096 2255 +1647963260083 0.017642319202423096 2279 +1647963276832 0.017642319202423096 2303 +1647963293165 0.017642319202423096 2327 +1647963309576 0.017642319202423096 2351 +1647963325901 0.017642319202423096 2375 +1647963342382 0.017642319202423096 2399 diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/early_stopping/_target_ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/early_stopping/_target_ new file mode 100644 index 0000000000000000000000000000000000000000..8195616d84e953852598636569b94503b7bee4ed --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/early_stopping/_target_ @@ -0,0 +1 @@ +pytorch_lightning.callbacks.EarlyStopping \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/early_stopping/min_delta b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/early_stopping/min_delta new file mode 100644 index 0000000000000000000000000000000000000000..c227083464fb9af8955c90d2924774ee50abb547 --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/early_stopping/min_delta @@ -0,0 +1 @@ +0 \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/early_stopping/mode b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/early_stopping/mode new file mode 100644 index 0000000000000000000000000000000000000000..5e8bc13c8f96ac2839228b82df8d777025967134 --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/early_stopping/mode @@ -0,0 +1 @@ +min \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/early_stopping/monitor b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/early_stopping/monitor new file mode 100644 index 0000000000000000000000000000000000000000..124fae9ca472dccb8951663f7c53de5830ab2eb1 --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/early_stopping/monitor @@ -0,0 +1 @@ +val/mae \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/early_stopping/patience b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/early_stopping/patience new file mode 100644 index 0000000000000000000000000000000000000000..105d7d9ad3afc7bb78a0dec4d829880831605dfb --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/early_stopping/patience @@ -0,0 +1 @@ +100 \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/model_checkpoint/_target_ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/model_checkpoint/_target_ new file mode 100644 index 0000000000000000000000000000000000000000..ad4a9f4df0538440c8cc70ee0595b4501fb92a0a --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/model_checkpoint/_target_ @@ -0,0 +1 @@ +pytorch_lightning.callbacks.ModelCheckpoint \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/model_checkpoint/auto_insert_metric_name b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/model_checkpoint/auto_insert_metric_name new file mode 100644 index 0000000000000000000000000000000000000000..c1f22fbc23bb6ee67824843d6685826db10313d3 --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/model_checkpoint/auto_insert_metric_name @@ -0,0 +1 @@ +False \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/model_checkpoint/dirpath b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/model_checkpoint/dirpath new file mode 100644 index 0000000000000000000000000000000000000000..1a53453ab9aa9e36c85aba110789aa9440de1850 --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/model_checkpoint/dirpath @@ -0,0 +1 @@ +checkpoints/ \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/model_checkpoint/filename b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/model_checkpoint/filename new file mode 100644 index 0000000000000000000000000000000000000000..ed842244beff29c7cb59c151bbe7e5afb36a24da --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/model_checkpoint/filename @@ -0,0 +1 @@ +epoch_{epoch:03d} \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/model_checkpoint/mode b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/model_checkpoint/mode new file mode 100644 index 0000000000000000000000000000000000000000..5e8bc13c8f96ac2839228b82df8d777025967134 --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/model_checkpoint/mode @@ -0,0 +1 @@ +min \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/model_checkpoint/monitor b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/model_checkpoint/monitor new file mode 100644 index 0000000000000000000000000000000000000000..124fae9ca472dccb8951663f7c53de5830ab2eb1 --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/model_checkpoint/monitor @@ -0,0 +1 @@ +val/mae \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/model_checkpoint/save_last b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/model_checkpoint/save_last new file mode 100644 index 0000000000000000000000000000000000000000..4791ed5559bd77f54e1520025768e2b368705876 --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/model_checkpoint/save_last @@ -0,0 +1 @@ +True \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/model_checkpoint/save_top_k b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/model_checkpoint/save_top_k new file mode 100644 index 0000000000000000000000000000000000000000..56a6051ca2b02b04ef92d5150c9ef600403cb1de --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/model_checkpoint/save_top_k @@ -0,0 +1 @@ +1 \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/model_checkpoint/verbose b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/model_checkpoint/verbose new file mode 100644 index 0000000000000000000000000000000000000000..c1f22fbc23bb6ee67824843d6685826db10313d3 --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/model_checkpoint/verbose @@ -0,0 +1 @@ +False \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/model_summary/_target_ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/model_summary/_target_ new file mode 100644 index 0000000000000000000000000000000000000000..c9accc51d650a565e61197d65f8ab38141cb0777 --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/model_summary/_target_ @@ -0,0 +1 @@ +pytorch_lightning.callbacks.RichModelSummary \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/model_summary/max_depth b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/model_summary/max_depth new file mode 100644 index 0000000000000000000000000000000000000000..d7d17fcbef95ca19081c4cc5e97cbc592cc7081f --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/model_summary/max_depth @@ -0,0 +1 @@ +-1 \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/rich_progress_bar/_target_ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/rich_progress_bar/_target_ new file mode 100644 index 0000000000000000000000000000000000000000..ecbec9ada7c5f20145ac8b2bf628af8173aa792d --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/callbacks/rich_progress_bar/_target_ @@ -0,0 +1 @@ +pytorch_lightning.callbacks.RichProgressBar \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/datamodule/_target_ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/datamodule/_target_ new file mode 100644 index 0000000000000000000000000000000000000000..c1d87c70e7c00cfb1adcb0e2891cb57d03d242e2 --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/datamodule/_target_ @@ -0,0 +1 @@ +src.datamodules.focus_datamodule.FocusDataModule \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/datamodule/augmentation b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/datamodule/augmentation new file mode 100644 index 0000000000000000000000000000000000000000..4791ed5559bd77f54e1520025768e2b368705876 --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/datamodule/augmentation @@ -0,0 +1 @@ +True \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/datamodule/batch_size b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/datamodule/batch_size new file mode 100644 index 0000000000000000000000000000000000000000..b854a292176003137b48b2f2eb6267c6c3085c9b --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/datamodule/batch_size @@ -0,0 +1 @@ +128 \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/datamodule/csv_test_file b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/datamodule/csv_test_file new file mode 100644 index 0000000000000000000000000000000000000000..69910129138d6d6714086863ffa853b10503abc6 --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/datamodule/csv_test_file @@ -0,0 +1 @@ +/usr/src/app/data/focus150/test_metadata.csv \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/datamodule/csv_train_file b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/datamodule/csv_train_file new file mode 100644 index 0000000000000000000000000000000000000000..6a397043cbb33603a2180ffea75f9c81916274ec --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/datamodule/csv_train_file @@ -0,0 +1 @@ +/usr/src/app/data/focus150/train_metadata.csv \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/datamodule/csv_val_file b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/datamodule/csv_val_file new file mode 100644 index 0000000000000000000000000000000000000000..2a4ead115d4267a7d21708c8c9bb5c051bf4d3d4 --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/datamodule/csv_val_file @@ -0,0 +1 @@ +/usr/src/app/data/focus150/validation_metadata.csv \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/datamodule/data_dir b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/datamodule/data_dir new file mode 100644 index 0000000000000000000000000000000000000000..b815b619ac8a58b21b05404aa1ebc935578e6539 --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/datamodule/data_dir @@ -0,0 +1 @@ +/usr/src/app/data/focus150 \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/datamodule/num_workers b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/datamodule/num_workers new file mode 100644 index 0000000000000000000000000000000000000000..c227083464fb9af8955c90d2924774ee50abb547 --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/datamodule/num_workers @@ -0,0 +1 @@ +0 \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/datamodule/pin_memory b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/datamodule/pin_memory new file mode 100644 index 0000000000000000000000000000000000000000..c1f22fbc23bb6ee67824843d6685826db10313d3 --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/datamodule/pin_memory @@ -0,0 +1 @@ +False \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/model/_target_ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/model/_target_ new file mode 100644 index 0000000000000000000000000000000000000000..84ec916505f52e49227ec5946dbd71e1de0bc65b --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/model/_target_ @@ -0,0 +1 @@ +src.models.focus_resnet_module.ResNetLitModule \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/model/lr b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/model/lr new file mode 100644 index 0000000000000000000000000000000000000000..eb5a1db868251c6a5c775b49efde91a5ec3205df --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/model/lr @@ -0,0 +1 @@ +0.001 \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/model/params/non_trainable b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/model/params/non_trainable new file mode 100644 index 0000000000000000000000000000000000000000..c227083464fb9af8955c90d2924774ee50abb547 --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/model/params/non_trainable @@ -0,0 +1 @@ +0 \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/model/params/total b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/model/params/total new file mode 100644 index 0000000000000000000000000000000000000000..0ff23e7f83d6e8753c83c88f1cbecebf2c4dfddf --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/model/params/total @@ -0,0 +1 @@ +23510081 \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/model/params/trainable b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/model/params/trainable new file mode 100644 index 0000000000000000000000000000000000000000..0ff23e7f83d6e8753c83c88f1cbecebf2c4dfddf --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/model/params/trainable @@ -0,0 +1 @@ +23510081 \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/model/pretrained b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/model/pretrained new file mode 100644 index 0000000000000000000000000000000000000000..c1f22fbc23bb6ee67824843d6685826db10313d3 --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/model/pretrained @@ -0,0 +1 @@ +False \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/model/resnet_type b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/model/resnet_type new file mode 100644 index 0000000000000000000000000000000000000000..3c07b4a0e3be6730a945b62935188592b6c7ebc6 --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/model/resnet_type @@ -0,0 +1 @@ +resnet50 \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/model/weight_decay b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/model/weight_decay new file mode 100644 index 0000000000000000000000000000000000000000..752f26d69b0a2d03af05585d38e9e9cdd94d78ea --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/model/weight_decay @@ -0,0 +1 @@ +0.0005 \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/seed b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/seed new file mode 100644 index 0000000000000000000000000000000000000000..bd41cba781d8349272bf3eb92568285b411c027c --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/seed @@ -0,0 +1 @@ +12345 \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/trainer/_target_ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/trainer/_target_ new file mode 100644 index 0000000000000000000000000000000000000000..6b23728d56f799f2fedf10e2776b353c78e47498 --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/trainer/_target_ @@ -0,0 +1 @@ +pytorch_lightning.Trainer \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/trainer/gpus b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/trainer/gpus new file mode 100644 index 0000000000000000000000000000000000000000..56a6051ca2b02b04ef92d5150c9ef600403cb1de --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/trainer/gpus @@ -0,0 +1 @@ +1 \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/trainer/max_epochs b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/trainer/max_epochs new file mode 100644 index 0000000000000000000000000000000000000000..105d7d9ad3afc7bb78a0dec4d829880831605dfb --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/trainer/max_epochs @@ -0,0 +1 @@ +100 \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/trainer/min_epochs b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/trainer/min_epochs new file mode 100644 index 0000000000000000000000000000000000000000..56a6051ca2b02b04ef92d5150c9ef600403cb1de --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/trainer/min_epochs @@ -0,0 +1 @@ +1 \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/trainer/resume_from_checkpoint b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/trainer/resume_from_checkpoint new file mode 100644 index 0000000000000000000000000000000000000000..4af18322e32f3dd19579c80e26e4a306ad11e049 --- /dev/null +++ b/logs/mlflow/mlruns/4/6b258ab3b9e64105af7c69d1c3f96e3a/params/trainer/resume_from_checkpoint @@ -0,0 +1 @@ +None \ No newline at end of file diff --git a/logs/mlflow/mlruns/4/meta.yaml b/logs/mlflow/mlruns/4/meta.yaml new file mode 100644 index 0000000000000000000000000000000000000000..485a78ca11ba8e2a07210afbe46369029553b6f8 --- /dev/null +++ b/logs/mlflow/mlruns/4/meta.yaml @@ -0,0 +1,4 @@ +artifact_location: /usr/src/app/logs/mlflow/mlruns/4 +experiment_id: '4' +lifecycle_stage: active +name: focusResNet_150