diff --git a/configs/hparams_search/focusMAE_150_optuna.yaml b/configs/hparams_search/focusMSE_150_optuna.yaml similarity index 96% rename from configs/hparams_search/focusMAE_150_optuna.yaml rename to configs/hparams_search/focusMSE_150_optuna.yaml index c0d79fc50121633af6628d4d88a3986b5fbeebc8..8e4aa544364c9aab707be4e552d70bd50376448d 100644 --- a/configs/hparams_search/focusMAE_150_optuna.yaml +++ b/configs/hparams_search/focusMSE_150_optuna.yaml @@ -12,7 +12,7 @@ defaults: # make sure this is the correct name of some metric logged in lightning module! optimized_metric: "val/mae_best" -name: "focusMAE_150_hyperparameter_search" +name: "focusMSE_150_hyperparameter_search" # here we define Optuna hyperparameter search # it optimizes for value returned from function with @hydra.main decorator @@ -35,7 +35,7 @@ hydra: direction: minimize # total number of runs that will be executed - n_trials: 25 + n_trials: 20 # choose Optuna hyperparameter sampler # docs: https://optuna.readthedocs.io/en/stable/reference/samplers.html diff --git a/configs/model/focus150.yaml b/configs/model/focus150.yaml index dec762253d878b1900c0d79d26610ee283e1922a..22ea8cc28c8eb56a86c0a8be9ecacaab5b008dcf 100644 --- a/configs/model/focus150.yaml +++ b/configs/model/focus150.yaml @@ -1,4 +1,4 @@ -_target_: src.models.focus_module.FocusLitModule +_target_: src.models.focus_module.FocusMSELitModule input_size: 67500 lin1_size: 256 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/0/.hydra/config.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/0/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..1b48a4e55372581abeae0466283a62f3ea0db5a6 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/0/.hydra/config.yaml @@ -0,0 +1,77 @@ +original_work_dir: ${hydra:runtime.cwd} +data_dir: ${original_work_dir}/data +print_config: true +ignore_warnings: true +train: true +test: true +seed: null +name: focusMSE_150_hyperparameter_search +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: 64 + num_workers: 0 + pin_memory: false +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 512 + lin2_size: 512 + lin3_size: 1024 + output_size: 1 + lr: 0.03686537045425119 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/0/.hydra/hydra.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/0/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..83e7f125c72cb89808390183cf79bffe33dcca0d --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/0/.hydra/hydra.yaml @@ -0,0 +1,225 @@ +hydra: + run: + dir: logs/experiments/runs/${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: + sampler: + _target_: optuna.samplers.TPESampler + seed: 12345 + consider_prior: true + prior_weight: 1.0 + consider_magic_clip: true + consider_endpoints: false + n_startup_trials: 10 + n_ei_candidates: 24 + multivariate: false + warn_independent_sampling: true + _target_: hydra_plugins.hydra_optuna_sweeper.optuna_sweeper.OptunaSweeper + direction: minimize + storage: null + study_name: focusMAE_150_hyperparameter_search + n_trials: 20 + n_jobs: 1 + search_space: + datamodule.batch_size: + type: categorical + choices: + - 64 + - 128 + model.lr: + type: float + low: 0.0001 + high: 0.2 + model.lin1_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin2_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin3_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + 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: + - datamodule.batch_size=64 + - model.lr=0.03686537045425119 + - model.lin1_size=512 + - model.lin2_size=512 + - model.lin3_size=1024 + - hparams_search=focusMSE_150_optuna.yaml + job: + name: train + override_dirname: datamodule.batch_size=64,hparams_search=focusMSE_150_optuna.yaml,model.lin1_size=512,model.lin2_size=512,model.lin3_size=1024,model.lr=0.03686537045425119 + id: '0' + num: 0 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.2 + 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: focusMSE_150_optuna.yaml + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focus150.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: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/0/.hydra/overrides.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/0/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..4e45839c1a8d313e0993004424df11261b334fd2 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/0/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- datamodule.batch_size=64 +- model.lr=0.03686537045425119 +- model.lin1_size=512 +- model.lin2_size=512 +- model.lin3_size=1024 +- hparams_search=focusMSE_150_optuna.yaml diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/0/checkpoints/epoch_085.ckpt b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/0/checkpoints/epoch_085.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..1bd7475490e2ccafbcf0ee5dfc2dd9fffb1b8b97 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/0/checkpoints/epoch_085.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0d1a67b4da401a35ee406ad6561f4174a114de6526bee3b873b5d92ba0a1fdbb +size 424279302 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/0/checkpoints/last.ckpt b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/0/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..f78cfab97647378eefb07604be7aca4d6aabf9d6 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/0/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2f8026d168a4cd95f76889a1b00f191fa5f6d69af2cd941fb628eb5c8f27f2e1 +size 424279302 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/0/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/0/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..3f3dfeed6574dd97f1e421253ce038424a82b38e --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/0/csv/version_0/hparams.yaml @@ -0,0 +1,50 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 512 + lin2_size: 512 + lin3_size: 1024 + output_size: 1 + lr: 0.03686537045425119 + 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: 64 + num_workers: 0 + pin_memory: false +seed: null +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: 35353601 +model/params/trainable: 35353601 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/0/csv/version_0/metrics.csv 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a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/0/tensorboard/focusMSE_150_hyperparameter_search/hparams.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/0/tensorboard/focusMSE_150_hyperparameter_search/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..3f3dfeed6574dd97f1e421253ce038424a82b38e --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/0/tensorboard/focusMSE_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,50 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 512 + lin2_size: 512 + lin3_size: 1024 + output_size: 1 + lr: 0.03686537045425119 + 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: 64 + num_workers: 0 + pin_memory: false +seed: null +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: 35353601 +model/params/trainable: 35353601 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/1/.hydra/config.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/1/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..139bea7b2d69438b4a121b96eb02a5534ef02efc --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/1/.hydra/config.yaml @@ -0,0 +1,77 @@ +original_work_dir: ${hydra:runtime.cwd} +data_dir: ${original_work_dir}/data +print_config: true +ignore_warnings: true +train: true +test: true +seed: null +name: focusMSE_150_hyperparameter_search +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: 64 + num_workers: 0 + pin_memory: false +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 1024 + lin2_size: 64 + lin3_size: 128 + output_size: 1 + lr: 0.12853081804637867 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/1/.hydra/hydra.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/1/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..1a47b52718d3421f9f9188ea8aecc528268d10de --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/1/.hydra/hydra.yaml @@ -0,0 +1,225 @@ +hydra: + run: + dir: logs/experiments/runs/${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: + sampler: + _target_: optuna.samplers.TPESampler + seed: 12345 + consider_prior: true + prior_weight: 1.0 + consider_magic_clip: true + consider_endpoints: false + n_startup_trials: 10 + n_ei_candidates: 24 + multivariate: false + warn_independent_sampling: true + _target_: hydra_plugins.hydra_optuna_sweeper.optuna_sweeper.OptunaSweeper + direction: minimize + storage: null + study_name: focusMAE_150_hyperparameter_search + n_trials: 20 + n_jobs: 1 + search_space: + datamodule.batch_size: + type: categorical + choices: + - 64 + - 128 + model.lr: + type: float + low: 0.0001 + high: 0.2 + model.lin1_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin2_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin3_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + 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: + - datamodule.batch_size=64 + - model.lr=0.12853081804637867 + - model.lin1_size=1024 + - model.lin2_size=64 + - model.lin3_size=128 + - hparams_search=focusMSE_150_optuna.yaml + job: + name: train + override_dirname: datamodule.batch_size=64,hparams_search=focusMSE_150_optuna.yaml,model.lin1_size=1024,model.lin2_size=64,model.lin3_size=128,model.lr=0.12853081804637867 + id: '1' + num: 1 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.2 + 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: focusMSE_150_optuna.yaml + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focus150.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: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/1/.hydra/overrides.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/1/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..0962f7957f273f9a307c0222c59f1177ebde553e --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/1/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- datamodule.batch_size=64 +- model.lr=0.12853081804637867 +- model.lin1_size=1024 +- model.lin2_size=64 +- model.lin3_size=128 +- hparams_search=focusMSE_150_optuna.yaml diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/1/checkpoints/epoch_049.ckpt b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/1/checkpoints/epoch_049.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..5584f2cee370cb26d6d9e84080da8dc6abea2b9e --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/1/checkpoints/epoch_049.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9c8f5479483df358de7778d658f799a478cdc26771d61665578994929815ec66 +size 830399430 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/1/checkpoints/last.ckpt b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/1/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..fbd299de629d19f87cd5d39484d977c6ad43e9d0 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/1/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ca6de7b9a8ee06537a18c398fca86749ed2c4979b90b00a0cb455c0b08537d03 +size 830399430 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/1/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/1/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..60d4cdc2a3fc42078d6566774391831d80537c0e --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/1/csv/version_0/hparams.yaml @@ -0,0 +1,50 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 1024 + lin2_size: 64 + lin3_size: 128 + output_size: 1 + lr: 0.12853081804637867 + 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: 64 + num_workers: 0 + pin_memory: false +seed: null +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: 69197505 +model/params/trainable: 69197505 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/1/csv/version_0/metrics.csv b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/1/csv/version_0/metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..003ceff8376e3b4b856059a12e59ab398b73b347 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/1/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 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a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/1/tensorboard/focusMSE_150_hyperparameter_search/hparams.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/1/tensorboard/focusMSE_150_hyperparameter_search/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..60d4cdc2a3fc42078d6566774391831d80537c0e --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/1/tensorboard/focusMSE_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,50 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 1024 + lin2_size: 64 + lin3_size: 128 + output_size: 1 + lr: 0.12853081804637867 + 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: 64 + num_workers: 0 + pin_memory: false +seed: null +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: 69197505 +model/params/trainable: 69197505 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/10/.hydra/config.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/10/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..33d52272474a2c41f30e73932e01a1d2c06b0bd4 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/10/.hydra/config.yaml @@ -0,0 +1,77 @@ +original_work_dir: ${hydra:runtime.cwd} +data_dir: ${original_work_dir}/data +print_config: true +ignore_warnings: true +train: true +test: true +seed: null +name: focusMSE_150_hyperparameter_search +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: 64 + num_workers: 0 + pin_memory: false +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 512 + lin2_size: 128 + lin3_size: 64 + output_size: 1 + lr: 0.02282695974132741 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/10/.hydra/hydra.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/10/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..af6d98abcc30e45ba10761c69db29ce9a26171a1 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/10/.hydra/hydra.yaml @@ -0,0 +1,225 @@ +hydra: + run: + dir: logs/experiments/runs/${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: + sampler: + _target_: optuna.samplers.TPESampler + seed: 12345 + consider_prior: true + prior_weight: 1.0 + consider_magic_clip: true + consider_endpoints: false + n_startup_trials: 10 + n_ei_candidates: 24 + multivariate: false + warn_independent_sampling: true + _target_: hydra_plugins.hydra_optuna_sweeper.optuna_sweeper.OptunaSweeper + direction: minimize + storage: null + study_name: focusMAE_150_hyperparameter_search + n_trials: 20 + n_jobs: 1 + search_space: + datamodule.batch_size: + type: categorical + choices: + - 64 + - 128 + model.lr: + type: float + low: 0.0001 + high: 0.2 + model.lin1_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin2_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin3_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + 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: + - datamodule.batch_size=64 + - model.lr=0.02282695974132741 + - model.lin1_size=512 + - model.lin2_size=128 + - model.lin3_size=64 + - hparams_search=focusMSE_150_optuna.yaml + job: + name: train + override_dirname: datamodule.batch_size=64,hparams_search=focusMSE_150_optuna.yaml,model.lin1_size=512,model.lin2_size=128,model.lin3_size=64,model.lr=0.02282695974132741 + id: '10' + num: 10 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.2 + 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: focusMSE_150_optuna.yaml + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focus150.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: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/10/.hydra/overrides.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/10/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..4789cadc456ab143d837356dfa34617a405ba84f --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/10/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- datamodule.batch_size=64 +- model.lr=0.02282695974132741 +- model.lin1_size=512 +- model.lin2_size=128 +- model.lin3_size=64 +- hparams_search=focusMSE_150_optuna.yaml diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/10/checkpoints/epoch_043.ckpt b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/10/checkpoints/epoch_043.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..7a1eb5c006c388e7d5a866603846f68a2c8ff66a --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/10/checkpoints/epoch_043.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7bc822279067d6f10eaa6dff668f513ed40faabc28a94f51394d6ba8121ec717 +size 415656134 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/10/checkpoints/last.ckpt 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+trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 512 + lin2_size: 128 + lin3_size: 64 + output_size: 1 + lr: 0.02282695974132741 + 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: 64 + num_workers: 0 + pin_memory: false +seed: null +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: 34635905 +model/params/trainable: 34635905 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/10/csv/version_0/metrics.csv b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/10/csv/version_0/metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..8b441d3c3809ce0a8d139687091ca1efe2676386 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/10/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 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a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/10/tensorboard/focusMSE_150_hyperparameter_search/hparams.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/10/tensorboard/focusMSE_150_hyperparameter_search/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..3f6c6c94dd3858fc79e22f84ea8158e8e6e3a878 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/10/tensorboard/focusMSE_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,50 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 512 + lin2_size: 128 + lin3_size: 64 + output_size: 1 + lr: 0.02282695974132741 + 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: 64 + num_workers: 0 + pin_memory: false +seed: null +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: 34635905 +model/params/trainable: 34635905 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/11/.hydra/config.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/11/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..f4f628a67c11adc43f48a87499db7da126aa1727 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/11/.hydra/config.yaml @@ -0,0 +1,77 @@ +original_work_dir: ${hydra:runtime.cwd} +data_dir: ${original_work_dir}/data +print_config: true +ignore_warnings: true +train: true +test: true +seed: null +name: focusMSE_150_hyperparameter_search +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 +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 64 + lin2_size: 64 + lin3_size: 1024 + output_size: 1 + lr: 0.19688938412353008 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/11/.hydra/hydra.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/11/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..e17b41c544b5c87f5a2691393c4007bd9f1d05b5 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/11/.hydra/hydra.yaml @@ -0,0 +1,225 @@ +hydra: + run: + dir: logs/experiments/runs/${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: + sampler: + _target_: optuna.samplers.TPESampler + seed: 12345 + consider_prior: true + prior_weight: 1.0 + consider_magic_clip: true + consider_endpoints: false + n_startup_trials: 10 + n_ei_candidates: 24 + multivariate: false + warn_independent_sampling: true + _target_: hydra_plugins.hydra_optuna_sweeper.optuna_sweeper.OptunaSweeper + direction: minimize + storage: null + study_name: focusMAE_150_hyperparameter_search + n_trials: 20 + n_jobs: 1 + search_space: + datamodule.batch_size: + type: categorical + choices: + - 64 + - 128 + model.lr: + type: float + low: 0.0001 + high: 0.2 + model.lin1_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin2_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin3_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + 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: + - datamodule.batch_size=128 + - model.lr=0.19688938412353008 + - model.lin1_size=64 + - model.lin2_size=64 + - model.lin3_size=1024 + - hparams_search=focusMSE_150_optuna.yaml + job: + name: train + override_dirname: datamodule.batch_size=128,hparams_search=focusMSE_150_optuna.yaml,model.lin1_size=64,model.lin2_size=64,model.lin3_size=1024,model.lr=0.19688938412353008 + id: '11' + num: 11 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.2 + 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: focusMSE_150_optuna.yaml + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focus150.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: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/11/.hydra/overrides.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/11/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..16715695c072c02c17b1f4fb5615db5f0e3b70f1 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/11/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- datamodule.batch_size=128 +- model.lr=0.19688938412353008 +- model.lin1_size=64 +- model.lin2_size=64 +- model.lin3_size=1024 +- hparams_search=focusMSE_150_optuna.yaml diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/11/checkpoints/epoch_098.ckpt b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/11/checkpoints/epoch_098.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..0724edb4204a7990bfffddca4ca68ca5b351584e --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/11/checkpoints/epoch_098.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8c0a19b5d8688d755f205d2eba8f8010c2dc17e6916f25abc002f83260e5b1f7 +size 52758214 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/11/checkpoints/last.ckpt 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+trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 64 + lin2_size: 64 + lin3_size: 1024 + output_size: 1 + lr: 0.19688938412353008 + 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 +seed: null +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: 4394113 +model/params/trainable: 4394113 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/11/csv/version_0/metrics.csv b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/11/csv/version_0/metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..5c232270391025a5bdabb4054960cdbdc428c731 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/11/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 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+ max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 64 + lin2_size: 64 + lin3_size: 1024 + output_size: 1 + lr: 0.19688938412353008 + 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 +seed: null +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: 4394113 +model/params/trainable: 4394113 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/12/.hydra/config.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/12/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..f0e56d2817d6691e944ea1d7cbbe651c0506b13f --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/12/.hydra/config.yaml @@ -0,0 +1,77 @@ +original_work_dir: ${hydra:runtime.cwd} +data_dir: ${original_work_dir}/data +print_config: true +ignore_warnings: true +train: true +test: true +seed: null +name: focusMSE_150_hyperparameter_search +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 +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 64 + lin2_size: 512 + lin3_size: 1024 + output_size: 1 + lr: 0.06633213937592236 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/12/.hydra/hydra.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/12/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..421aac52022f94a57a95e16996d626fc60bf0461 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/12/.hydra/hydra.yaml @@ -0,0 +1,225 @@ +hydra: + run: + dir: logs/experiments/runs/${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: + sampler: + _target_: optuna.samplers.TPESampler + seed: 12345 + consider_prior: true + prior_weight: 1.0 + consider_magic_clip: true + consider_endpoints: false + n_startup_trials: 10 + n_ei_candidates: 24 + multivariate: false + warn_independent_sampling: true + _target_: hydra_plugins.hydra_optuna_sweeper.optuna_sweeper.OptunaSweeper + direction: minimize + storage: null + study_name: focusMAE_150_hyperparameter_search + n_trials: 20 + n_jobs: 1 + search_space: + datamodule.batch_size: + type: categorical + choices: + - 64 + - 128 + model.lr: + type: float + low: 0.0001 + high: 0.2 + model.lin1_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin2_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin3_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + 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: + - datamodule.batch_size=128 + - model.lr=0.06633213937592236 + - model.lin1_size=64 + - model.lin2_size=512 + - model.lin3_size=1024 + - hparams_search=focusMSE_150_optuna.yaml + job: + name: train + override_dirname: datamodule.batch_size=128,hparams_search=focusMSE_150_optuna.yaml,model.lin1_size=64,model.lin2_size=512,model.lin3_size=1024,model.lr=0.06633213937592236 + id: '12' + num: 12 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.2 + 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: focusMSE_150_optuna.yaml + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focus150.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: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/12/.hydra/overrides.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/12/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..5961722bf30eeddf8f0be1be6f123fdd97d834da --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/12/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- datamodule.batch_size=128 +- model.lr=0.06633213937592236 +- model.lin1_size=64 +- model.lin2_size=512 +- model.lin3_size=1024 +- hparams_search=focusMSE_150_optuna.yaml diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/12/checkpoints/epoch_048.ckpt b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/12/checkpoints/epoch_048.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..5dc72518bc19bf198f0bc58a87ccda10dbf2dcb2 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/12/checkpoints/epoch_048.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d6d8ae30a6688e9377c2fccb1ae9f35400cbbd02cedbb3b43d0f349a9a674be2 +size 58627014 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/12/checkpoints/last.ckpt b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/12/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..e1b9acf960e5c151cadd6e9f099f7e7eb8138042 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/12/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8980f7385315390f23d30b063e15ee869b6de2dd1e6fc31a4412b74c574f5d7e +size 58627014 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/12/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/12/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..1c29ae1df709556c799f58b35bef04cf2d9c1033 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/12/csv/version_0/hparams.yaml @@ -0,0 +1,50 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 64 + lin2_size: 512 + lin3_size: 1024 + output_size: 1 + lr: 0.06633213937592236 + 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 +seed: null +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: 4882881 +model/params/trainable: 4882881 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/12/csv/version_0/metrics.csv b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/12/csv/version_0/metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..7d57288ed23646b273f7a449c67b0f8be72ec5c7 --- /dev/null +++ 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+ max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 64 + lin2_size: 512 + lin3_size: 1024 + output_size: 1 + lr: 0.06633213937592236 + 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 +seed: null +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: 4882881 +model/params/trainable: 4882881 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/13/.hydra/config.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/13/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..42ac617242fb60e17d099dbd294261d10dc913f1 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/13/.hydra/config.yaml @@ -0,0 +1,77 @@ +original_work_dir: ${hydra:runtime.cwd} +data_dir: ${original_work_dir}/data +print_config: true +ignore_warnings: true +train: true +test: true +seed: null +name: focusMSE_150_hyperparameter_search +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 +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 512 + lin2_size: 128 + lin3_size: 1024 + output_size: 1 + lr: 0.15946858156231147 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/13/.hydra/hydra.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/13/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..774abb721b0ec94aee6e6402bb3596cbb03292d4 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/13/.hydra/hydra.yaml @@ -0,0 +1,225 @@ +hydra: + run: + dir: logs/experiments/runs/${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: + sampler: + _target_: optuna.samplers.TPESampler + seed: 12345 + consider_prior: true + prior_weight: 1.0 + consider_magic_clip: true + consider_endpoints: false + n_startup_trials: 10 + n_ei_candidates: 24 + multivariate: false + warn_independent_sampling: true + _target_: hydra_plugins.hydra_optuna_sweeper.optuna_sweeper.OptunaSweeper + direction: minimize + storage: null + study_name: focusMAE_150_hyperparameter_search + n_trials: 20 + n_jobs: 1 + search_space: + datamodule.batch_size: + type: categorical + choices: + - 64 + - 128 + model.lr: + type: float + low: 0.0001 + high: 0.2 + model.lin1_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin2_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin3_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + 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: + - datamodule.batch_size=128 + - model.lr=0.15946858156231147 + - model.lin1_size=512 + - model.lin2_size=128 + - model.lin3_size=1024 + - hparams_search=focusMSE_150_optuna.yaml + job: + name: train + override_dirname: datamodule.batch_size=128,hparams_search=focusMSE_150_optuna.yaml,model.lin1_size=512,model.lin2_size=128,model.lin3_size=1024,model.lr=0.15946858156231147 + id: '13' + num: 13 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.2 + 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: focusMSE_150_optuna.yaml + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focus150.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: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/13/.hydra/overrides.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/13/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..c1eacbbd8c3e41de256c2fb282d400d44c1883bf --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/13/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- datamodule.batch_size=128 +- model.lr=0.15946858156231147 +- model.lin1_size=512 +- model.lin2_size=128 +- model.lin3_size=1024 +- hparams_search=focusMSE_150_optuna.yaml diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/13/checkpoints/epoch_065.ckpt b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/13/checkpoints/epoch_065.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..22dcceeca8c60b0dd27017149e6abf68404a3b39 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/13/checkpoints/epoch_065.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid 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0000000000000000000000000000000000000000..0a5f1b8720572529c133a2bb9e479c09d1eaedb4 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/13/csv/version_0/hparams.yaml @@ -0,0 +1,50 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 512 + lin2_size: 128 + lin3_size: 1024 + output_size: 1 + lr: 0.15946858156231147 + 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 +seed: null +callbacks: + model_checkpoint: + _target_: 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+ max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 512 + lin2_size: 128 + lin3_size: 1024 + output_size: 1 + lr: 0.15946858156231147 + 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 +seed: null +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: 34762625 +model/params/trainable: 34762625 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/14/.hydra/config.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/14/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..f2ccfdf6e980c047aa29040bb96dd073a8b4fa88 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/14/.hydra/config.yaml @@ -0,0 +1,77 @@ +original_work_dir: ${hydra:runtime.cwd} +data_dir: ${original_work_dir}/data +print_config: true +ignore_warnings: true +train: true +test: true +seed: null +name: focusMSE_150_hyperparameter_search +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: 64 + num_workers: 0 + pin_memory: false +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 64 + lin2_size: 256 + lin3_size: 256 + output_size: 1 + lr: 0.05223227355256091 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/14/.hydra/hydra.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/14/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..d0530004ebac7c394becadf8b8887a3ccce24cd3 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/14/.hydra/hydra.yaml @@ -0,0 +1,225 @@ +hydra: + run: + dir: logs/experiments/runs/${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: + sampler: + _target_: optuna.samplers.TPESampler + seed: 12345 + consider_prior: true + prior_weight: 1.0 + consider_magic_clip: true + consider_endpoints: false + n_startup_trials: 10 + n_ei_candidates: 24 + multivariate: false + warn_independent_sampling: true + _target_: hydra_plugins.hydra_optuna_sweeper.optuna_sweeper.OptunaSweeper + direction: minimize + storage: null + study_name: focusMAE_150_hyperparameter_search + n_trials: 20 + n_jobs: 1 + search_space: + datamodule.batch_size: + type: categorical + choices: + - 64 + - 128 + model.lr: + type: float + low: 0.0001 + high: 0.2 + model.lin1_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin2_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin3_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + 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: + - datamodule.batch_size=64 + - model.lr=0.05223227355256091 + - model.lin1_size=64 + - model.lin2_size=256 + - model.lin3_size=256 + - hparams_search=focusMSE_150_optuna.yaml + job: + name: train + override_dirname: datamodule.batch_size=64,hparams_search=focusMSE_150_optuna.yaml,model.lin1_size=64,model.lin2_size=256,model.lin3_size=256,model.lr=0.05223227355256091 + id: '14' + num: 14 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.2 + 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: focusMSE_150_optuna.yaml + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focus150.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: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/14/.hydra/overrides.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/14/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..de0bc43fc10bee0a85dcefbee55fcd8d9fb26d55 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/14/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- datamodule.batch_size=64 +- model.lr=0.05223227355256091 +- model.lin1_size=64 +- model.lin2_size=256 +- model.lin3_size=256 +- hparams_search=focusMSE_150_optuna.yaml diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/14/checkpoints/epoch_047.ckpt b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/14/checkpoints/epoch_047.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..d14ec403061c4efb76e168034af77127afc09792 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/14/checkpoints/epoch_047.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2fdef36c54c2ad22b4007b084025b98f4cd5d0513155c3eb783ed5e02120fa2c +size 52871110 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/14/checkpoints/last.ckpt b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/14/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..1b6f6ceeceb918fa55554801bd56d3a32b7998d5 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/14/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e74bf7881c557989262bd245094b43caf969c140f05306171baf13f1ba131cc4 +size 52871110 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/14/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/14/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..11bcaab25b832642417c3ff143bf3d0666f7ff66 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/14/csv/version_0/hparams.yaml @@ -0,0 +1,50 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 64 + lin2_size: 256 + lin3_size: 256 + output_size: 1 + lr: 0.05223227355256091 + 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: 64 + num_workers: 0 + pin_memory: false +seed: null +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: 4403905 +model/params/trainable: 4403905 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/14/csv/version_0/metrics.csv b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/14/csv/version_0/metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..a3b453307671d78b90b9fa1572d805e6abdad5e2 --- /dev/null +++ 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+ max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 64 + lin2_size: 256 + lin3_size: 256 + output_size: 1 + lr: 0.05223227355256091 + 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: 64 + num_workers: 0 + pin_memory: false +seed: null +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: 4403905 +model/params/trainable: 4403905 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/15/.hydra/config.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/15/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..d188dd1949ae53cf68dec3997ed5ffa950c3336a --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/15/.hydra/config.yaml @@ -0,0 +1,77 @@ +original_work_dir: ${hydra:runtime.cwd} +data_dir: ${original_work_dir}/data +print_config: true +ignore_warnings: true +train: true +test: true +seed: null +name: focusMSE_150_hyperparameter_search +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 +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 256 + lin2_size: 64 + lin3_size: 1024 + output_size: 1 + lr: 0.00526653226575452 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/15/.hydra/hydra.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/15/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..b6e14b70398d84ac1a13a1502ebf37a251f7d642 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/15/.hydra/hydra.yaml @@ -0,0 +1,225 @@ +hydra: + run: + dir: logs/experiments/runs/${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: + sampler: + _target_: optuna.samplers.TPESampler + seed: 12345 + consider_prior: true + prior_weight: 1.0 + consider_magic_clip: true + consider_endpoints: false + n_startup_trials: 10 + n_ei_candidates: 24 + multivariate: false + warn_independent_sampling: true + _target_: hydra_plugins.hydra_optuna_sweeper.optuna_sweeper.OptunaSweeper + direction: minimize + storage: null + study_name: focusMAE_150_hyperparameter_search + n_trials: 20 + n_jobs: 1 + search_space: + datamodule.batch_size: + type: categorical + choices: + - 64 + - 128 + model.lr: + type: float + low: 0.0001 + high: 0.2 + model.lin1_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin2_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin3_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + 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: + - datamodule.batch_size=128 + - model.lr=0.00526653226575452 + - model.lin1_size=256 + - model.lin2_size=64 + - model.lin3_size=1024 + - hparams_search=focusMSE_150_optuna.yaml + job: + name: train + override_dirname: datamodule.batch_size=128,hparams_search=focusMSE_150_optuna.yaml,model.lin1_size=256,model.lin2_size=64,model.lin3_size=1024,model.lr=0.00526653226575452 + id: '15' + num: 15 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.2 + 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: focusMSE_150_optuna.yaml + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focus150.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: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/15/.hydra/overrides.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/15/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..fd8f58702368bb0ca7c873fe23264de1a7de2a1f --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/15/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- datamodule.batch_size=128 +- model.lr=0.00526653226575452 +- model.lin1_size=256 +- model.lin2_size=64 +- model.lin3_size=1024 +- hparams_search=focusMSE_150_optuna.yaml diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/15/checkpoints/epoch_084.ckpt b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/15/checkpoints/epoch_084.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..0e92348b4b191526b59607301ed85339f6aa4a5f --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/15/checkpoints/epoch_084.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid 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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: 17366977 +model/params/trainable: 17366977 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/15/csv/version_0/metrics.csv b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/15/csv/version_0/metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..6b132eeaf536ce97c91884c8a06f08bdf143ea75 --- /dev/null +++ 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b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/15/tensorboard/focusMSE_150_hyperparameter_search/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..b2c8326ebff13205a8d662b6f662a59ed042d9d3 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/15/tensorboard/focusMSE_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,50 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 256 + lin2_size: 64 + lin3_size: 1024 + output_size: 1 + lr: 0.00526653226575452 + 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 +seed: null +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: 17366977 +model/params/trainable: 17366977 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/16/.hydra/config.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/16/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..23e69d91cb61f78352ac11a9ec655fc6a98881b2 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/16/.hydra/config.yaml @@ -0,0 +1,77 @@ +original_work_dir: ${hydra:runtime.cwd} +data_dir: ${original_work_dir}/data +print_config: true +ignore_warnings: true +train: true +test: true +seed: null +name: focusMSE_150_hyperparameter_search +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: 64 + num_workers: 0 + pin_memory: false +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 64 + lin2_size: 512 + lin3_size: 1024 + output_size: 1 + lr: 0.08651271485061918 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/16/.hydra/hydra.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/16/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..7949da7dc4a7259d6e12d9a74d175afc60e36bf7 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/16/.hydra/hydra.yaml @@ -0,0 +1,225 @@ +hydra: + run: + dir: logs/experiments/runs/${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: + sampler: + _target_: optuna.samplers.TPESampler + seed: 12345 + consider_prior: true + prior_weight: 1.0 + consider_magic_clip: true + consider_endpoints: false + n_startup_trials: 10 + n_ei_candidates: 24 + multivariate: false + warn_independent_sampling: true + _target_: hydra_plugins.hydra_optuna_sweeper.optuna_sweeper.OptunaSweeper + direction: minimize + storage: null + study_name: focusMAE_150_hyperparameter_search + n_trials: 20 + n_jobs: 1 + search_space: + datamodule.batch_size: + type: categorical + choices: + - 64 + - 128 + model.lr: + type: float + low: 0.0001 + high: 0.2 + model.lin1_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin2_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin3_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + 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: + - datamodule.batch_size=64 + - model.lr=0.08651271485061918 + - model.lin1_size=64 + - model.lin2_size=512 + - model.lin3_size=1024 + - hparams_search=focusMSE_150_optuna.yaml + job: + name: train + override_dirname: datamodule.batch_size=64,hparams_search=focusMSE_150_optuna.yaml,model.lin1_size=64,model.lin2_size=512,model.lin3_size=1024,model.lr=0.08651271485061918 + id: '16' + num: 16 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.2 + 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: focusMSE_150_optuna.yaml + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focus150.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: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/16/.hydra/overrides.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/16/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..2f311dce70860e6c64816129f3a9d36a268ffa68 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/16/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- datamodule.batch_size=64 +- model.lr=0.08651271485061918 +- model.lin1_size=64 +- model.lin2_size=512 +- model.lin3_size=1024 +- hparams_search=focusMSE_150_optuna.yaml diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/16/checkpoints/epoch_091.ckpt b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/16/checkpoints/epoch_091.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..2405b859acacac0019a251450fde2d4f7b05fc71 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/16/checkpoints/epoch_091.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e59e26d4082bdb27562ccfe9c73acec82d09ddf557a034ff30716e25c29ec6df +size 58627014 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/16/checkpoints/last.ckpt b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/16/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..704da26ef0f1b3c9991ff05fc622c9ef52adb848 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/16/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e0cb503430a82fedbcdc788778bc2fb6b7aed01f6621f937914174411c2cc98e +size 58627014 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/16/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/16/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..babe3ea098da9c4375cf18dbc029cf9067f86f05 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/16/csv/version_0/hparams.yaml @@ -0,0 +1,50 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 64 + lin2_size: 512 + lin3_size: 1024 + output_size: 1 + lr: 0.08651271485061918 + 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: 64 + num_workers: 0 + pin_memory: false +seed: null +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: 4882881 +model/params/trainable: 4882881 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/16/csv/version_0/metrics.csv b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/16/csv/version_0/metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..297f1c3ed44952a5c381e90ab7362ad278f73407 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/16/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 +0.054806455969810486,0.20942063629627228,0.023469801992177963,0,47,,,, +,,,1,47,53.556060791015625,2.3847570419311523,, 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0000000000000000000000000000000000000000..babe3ea098da9c4375cf18dbc029cf9067f86f05 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/16/tensorboard/focusMSE_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,50 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 64 + lin2_size: 512 + lin3_size: 1024 + output_size: 1 + lr: 0.08651271485061918 + 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: 64 + num_workers: 0 + pin_memory: false +seed: null +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: 4882881 +model/params/trainable: 4882881 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/17/.hydra/config.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/17/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..a0915fbc02bfd6c08fb180a853c6e68b55a9db99 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/17/.hydra/config.yaml @@ -0,0 +1,77 @@ +original_work_dir: ${hydra:runtime.cwd} +data_dir: ${original_work_dir}/data +print_config: true +ignore_warnings: true +train: true +test: true +seed: null +name: focusMSE_150_hyperparameter_search +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 +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 512 + lin2_size: 512 + lin3_size: 1024 + output_size: 1 + lr: 0.16246404846016096 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/17/.hydra/hydra.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/17/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..b669542b0c0ccd69e350807b3995740d1d40c308 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/17/.hydra/hydra.yaml @@ -0,0 +1,225 @@ +hydra: + run: + dir: logs/experiments/runs/${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: + sampler: + _target_: optuna.samplers.TPESampler + seed: 12345 + consider_prior: true + prior_weight: 1.0 + consider_magic_clip: true + consider_endpoints: false + n_startup_trials: 10 + n_ei_candidates: 24 + multivariate: false + warn_independent_sampling: true + _target_: hydra_plugins.hydra_optuna_sweeper.optuna_sweeper.OptunaSweeper + direction: minimize + storage: null + study_name: focusMAE_150_hyperparameter_search + n_trials: 20 + n_jobs: 1 + search_space: + datamodule.batch_size: + type: categorical + choices: + - 64 + - 128 + model.lr: + type: float + low: 0.0001 + high: 0.2 + model.lin1_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin2_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin3_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + 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: + - datamodule.batch_size=128 + - model.lr=0.16246404846016096 + - model.lin1_size=512 + - model.lin2_size=512 + - model.lin3_size=1024 + - hparams_search=focusMSE_150_optuna.yaml + job: + name: train + override_dirname: datamodule.batch_size=128,hparams_search=focusMSE_150_optuna.yaml,model.lin1_size=512,model.lin2_size=512,model.lin3_size=1024,model.lr=0.16246404846016096 + id: '17' + num: 17 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.2 + 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: focusMSE_150_optuna.yaml + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focus150.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: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/17/.hydra/overrides.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/17/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..7e0a6070ef78ba9ad4194dad0c52de3185cfd95f --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/17/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- datamodule.batch_size=128 +- model.lr=0.16246404846016096 +- model.lin1_size=512 +- model.lin2_size=512 +- model.lin3_size=1024 +- hparams_search=focusMSE_150_optuna.yaml diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/17/checkpoints/epoch_064.ckpt b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/17/checkpoints/epoch_064.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..4f551473997804d5f48f8c9a5ec31fc8a0182e1f --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/17/checkpoints/epoch_064.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:16a2de160f8bc9e4a4c44238c8ab17a0649b6bb09044d4deaa04882b3fe53041 +size 424279302 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/17/checkpoints/last.ckpt b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/17/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..1a99b876191fd9f832625c9bd0304d13d0e30423 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/17/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c9a30759f7ae85556dacff41df21825c0761f1fedf750e5bbe3cd88c55aebae5 +size 424279302 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/17/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/17/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..0ab2d5914195c2448f0ec0c19c09ec3a265fc786 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/17/csv/version_0/hparams.yaml @@ -0,0 +1,50 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 512 + lin2_size: 512 + lin3_size: 1024 + output_size: 1 + lr: 0.16246404846016096 + 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 +seed: null +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: 35353601 +model/params/trainable: 35353601 +model/params/non_trainable: 0 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a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/17/tensorboard/focusMSE_150_hyperparameter_search/hparams.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/17/tensorboard/focusMSE_150_hyperparameter_search/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..0ab2d5914195c2448f0ec0c19c09ec3a265fc786 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/17/tensorboard/focusMSE_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,50 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 512 + lin2_size: 512 + lin3_size: 1024 + output_size: 1 + lr: 0.16246404846016096 + 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 +seed: null +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: 35353601 +model/params/trainable: 35353601 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/18/.hydra/config.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/18/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..9586162d8d471828ea9209f784d670d302c6fb2b --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/18/.hydra/config.yaml @@ -0,0 +1,77 @@ +original_work_dir: ${hydra:runtime.cwd} +data_dir: ${original_work_dir}/data +print_config: true +ignore_warnings: true +train: true +test: true +seed: null +name: focusMSE_150_hyperparameter_search +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: 64 + num_workers: 0 + pin_memory: false +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 64 + lin2_size: 64 + lin3_size: 512 + output_size: 1 + lr: 0.04330436992586677 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/18/.hydra/hydra.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/18/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..38128f0a087901293f4e309e81b39dfa212b563e --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/18/.hydra/hydra.yaml @@ -0,0 +1,225 @@ +hydra: + run: + dir: logs/experiments/runs/${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: + sampler: + _target_: optuna.samplers.TPESampler + seed: 12345 + consider_prior: true + prior_weight: 1.0 + consider_magic_clip: true + consider_endpoints: false + n_startup_trials: 10 + n_ei_candidates: 24 + multivariate: false + warn_independent_sampling: true + _target_: hydra_plugins.hydra_optuna_sweeper.optuna_sweeper.OptunaSweeper + direction: minimize + storage: null + study_name: focusMAE_150_hyperparameter_search + n_trials: 20 + n_jobs: 1 + search_space: + datamodule.batch_size: + type: categorical + choices: + - 64 + - 128 + model.lr: + type: float + low: 0.0001 + high: 0.2 + model.lin1_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin2_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin3_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + 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: + - datamodule.batch_size=64 + - model.lr=0.04330436992586677 + - model.lin1_size=64 + - model.lin2_size=64 + - model.lin3_size=512 + - hparams_search=focusMSE_150_optuna.yaml + job: + name: train + override_dirname: datamodule.batch_size=64,hparams_search=focusMSE_150_optuna.yaml,model.lin1_size=64,model.lin2_size=64,model.lin3_size=512,model.lr=0.04330436992586677 + id: '18' + num: 18 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.2 + 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: focusMSE_150_optuna.yaml + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focus150.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: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/18/.hydra/overrides.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/18/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..9136324e63081a62b277f16b1f6b63f6aa5093b6 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/18/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- datamodule.batch_size=64 +- model.lr=0.04330436992586677 +- model.lin1_size=64 +- model.lin2_size=64 +- model.lin3_size=512 +- hparams_search=focusMSE_150_optuna.yaml diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/18/checkpoints/epoch_072.ckpt b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/18/checkpoints/epoch_072.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..2c2d5146d11f244b511f0ba479f7ae66e384b3bc --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/18/checkpoints/epoch_072.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:44b934fe72dff72c90d6bcc02ca844bde104478a36986061073553fb60e46818 +size 52336326 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/18/checkpoints/last.ckpt 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+trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 64 + lin2_size: 64 + lin3_size: 512 + output_size: 1 + lr: 0.04330436992586677 + 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: 64 + num_workers: 0 + pin_memory: false +seed: null +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: 4359297 +model/params/trainable: 4359297 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/18/csv/version_0/metrics.csv b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/18/csv/version_0/metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..ad25869f95f8fc2cfcf88e3840f1cf59fe659f4e --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/18/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 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b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/18/tensorboard/focusMSE_150_hyperparameter_search/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..0bcffc794ad985b70b938d5a6e53bf0e42a4462a --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/18/tensorboard/focusMSE_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,50 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 64 + lin2_size: 64 + lin3_size: 512 + output_size: 1 + lr: 0.04330436992586677 + 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: 64 + num_workers: 0 + pin_memory: false +seed: null +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: 4359297 +model/params/trainable: 4359297 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/19/.hydra/config.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/19/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..2886c7a6d5dc401192a762105cdbd37bc51e6a66 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/19/.hydra/config.yaml @@ -0,0 +1,77 @@ +original_work_dir: ${hydra:runtime.cwd} +data_dir: ${original_work_dir}/data +print_config: true +ignore_warnings: true +train: true +test: true +seed: null +name: focusMSE_150_hyperparameter_search +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 +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 512 + lin2_size: 128 + lin3_size: 128 + output_size: 1 + lr: 0.0747283201642771 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/19/.hydra/hydra.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/19/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..1aefb22189d7a10460573bbc2a392cf096142fcd --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/19/.hydra/hydra.yaml @@ -0,0 +1,225 @@ +hydra: + run: + dir: logs/experiments/runs/${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: + sampler: + _target_: optuna.samplers.TPESampler + seed: 12345 + consider_prior: true + prior_weight: 1.0 + consider_magic_clip: true + consider_endpoints: false + n_startup_trials: 10 + n_ei_candidates: 24 + multivariate: false + warn_independent_sampling: true + _target_: hydra_plugins.hydra_optuna_sweeper.optuna_sweeper.OptunaSweeper + direction: minimize + storage: null + study_name: focusMAE_150_hyperparameter_search + n_trials: 20 + n_jobs: 1 + search_space: + datamodule.batch_size: + type: categorical + choices: + - 64 + - 128 + model.lr: + type: float + low: 0.0001 + high: 0.2 + model.lin1_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin2_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin3_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + 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: + - datamodule.batch_size=128 + - model.lr=0.0747283201642771 + - model.lin1_size=512 + - model.lin2_size=128 + - model.lin3_size=128 + - hparams_search=focusMSE_150_optuna.yaml + job: + name: train + override_dirname: datamodule.batch_size=128,hparams_search=focusMSE_150_optuna.yaml,model.lin1_size=512,model.lin2_size=128,model.lin3_size=128,model.lr=0.0747283201642771 + id: '19' + num: 19 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.2 + 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: focusMSE_150_optuna.yaml + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focus150.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: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/19/.hydra/overrides.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/19/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..38889968df2895fa26e9867203684d5812618f78 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/19/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- datamodule.batch_size=128 +- model.lr=0.0747283201642771 +- model.lin1_size=512 +- model.lin2_size=128 +- model.lin3_size=128 +- hparams_search=focusMSE_150_optuna.yaml diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/19/checkpoints/epoch_054.ckpt b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/19/checkpoints/epoch_054.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..c8439d0f0d822cda205bb09dde38320ab2c366aa --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/19/checkpoints/epoch_054.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e23838c6a93bcb16c3d7c11936a30153c4f6f94bd645400bf613c23b1487d974 +size 415758022 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/19/checkpoints/last.ckpt b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/19/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..9b9639cc208a92977d5b432e0b33675e73020f13 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/19/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:192fbda7f59447f697a5219bf31556be34761315371108d8f057cc0c047aadbb +size 415758022 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/19/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/19/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..51186020f6f1b50768301d1c651d12f364038341 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/19/csv/version_0/hparams.yaml @@ -0,0 +1,50 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 512 + lin2_size: 128 + lin3_size: 128 + output_size: 1 + lr: 0.0747283201642771 + 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 +seed: null +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: 34644353 +model/params/trainable: 34644353 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/19/csv/version_0/metrics.csv b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/19/csv/version_0/metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..48368ee19d057eec09a9eb9d11e78f395581550e --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/19/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 +0.008451820351183414,0.0864277184009552,0.03914543241262436,0,23,,,, +,,,1,23,1.2889758348464966,0.5798882246017456,, 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0000000000000000000000000000000000000000..51186020f6f1b50768301d1c651d12f364038341 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/19/tensorboard/focusMSE_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,50 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 512 + lin2_size: 128 + lin3_size: 128 + output_size: 1 + lr: 0.0747283201642771 + 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 +seed: null +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: 34644353 +model/params/trainable: 34644353 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/2/.hydra/config.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/2/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..d6e9a75624501632476d0276b9019a9e5d37ca36 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/2/.hydra/config.yaml @@ -0,0 +1,77 @@ +original_work_dir: ${hydra:runtime.cwd} +data_dir: ${original_work_dir}/data +print_config: true +ignore_warnings: true +train: true +test: true +seed: null +name: focusMSE_150_hyperparameter_search +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: 64 + num_workers: 0 + pin_memory: false +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 128 + lin2_size: 1024 + lin3_size: 1024 + output_size: 1 + lr: 0.17902839665797884 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/2/.hydra/hydra.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/2/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..6002bb14b827669c2e94f3cc8dcc2aaf165dd085 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/2/.hydra/hydra.yaml @@ -0,0 +1,225 @@ +hydra: + run: + dir: logs/experiments/runs/${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: + sampler: + _target_: optuna.samplers.TPESampler + seed: 12345 + consider_prior: true + prior_weight: 1.0 + consider_magic_clip: true + consider_endpoints: false + n_startup_trials: 10 + n_ei_candidates: 24 + multivariate: false + warn_independent_sampling: true + _target_: hydra_plugins.hydra_optuna_sweeper.optuna_sweeper.OptunaSweeper + direction: minimize + storage: null + study_name: focusMAE_150_hyperparameter_search + n_trials: 20 + n_jobs: 1 + search_space: + datamodule.batch_size: + type: categorical + choices: + - 64 + - 128 + model.lr: + type: float + low: 0.0001 + high: 0.2 + model.lin1_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin2_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin3_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + 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: + - datamodule.batch_size=64 + - model.lr=0.17902839665797884 + - model.lin1_size=128 + - model.lin2_size=1024 + - model.lin3_size=1024 + - hparams_search=focusMSE_150_optuna.yaml + job: + name: train + override_dirname: datamodule.batch_size=64,hparams_search=focusMSE_150_optuna.yaml,model.lin1_size=128,model.lin2_size=1024,model.lin3_size=1024,model.lr=0.17902839665797884 + id: '2' + num: 2 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.2 + 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: focusMSE_150_optuna.yaml + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focus150.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: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/2/.hydra/overrides.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/2/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..fdeef1e1562d318f225ac9212ae181341e2cac3b --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/2/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- datamodule.batch_size=64 +- model.lr=0.17902839665797884 +- model.lin1_size=128 +- model.lin2_size=1024 +- model.lin3_size=1024 +- hparams_search=focusMSE_150_optuna.yaml diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/2/checkpoints/epoch_028.ckpt b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/2/checkpoints/epoch_028.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..a484bb4d753433bee0e1ce65acd013e03e8d798e --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/2/checkpoints/epoch_028.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d43c38155effe27d12b5fea89fae4aa6d17dc05acc10cdcb7141d399f57c9522 +size 117963462 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/2/checkpoints/last.ckpt b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/2/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..4ea20153da514d15f688a15c1317c064001dec29 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/2/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2ead1ed0f9edee19f60c09a1077095ee9ac92c6ea2548d44495aa8b0061a3947 +size 117963462 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/2/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/2/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..56891011de47c1b7dc2bbd59c2f1a4261117898d --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/2/csv/version_0/hparams.yaml @@ -0,0 +1,50 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 128 + lin2_size: 1024 + lin3_size: 1024 + output_size: 1 + lr: 0.17902839665797884 + 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: 64 + num_workers: 0 + pin_memory: false +seed: null +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: 9827201 +model/params/trainable: 9827201 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/2/csv/version_0/metrics.csv b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/2/csv/version_0/metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..fe2fd85027f306c49cee1bb5d622a73b38d5b242 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/2/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 +3.4123992919921875,1.823804259300232,0.020025350153446198,0,47,,,, +,,,1,47,116.73023223876953,3.166243553161621,, +0.0065781958401203156,0.06664002686738968,0.020025350153446198,1,95,,,, +,,,2,95,0.017003729939460754,0.07231583446264267,, +0.0010737729026004672,0.02701686881482601,0.020025350153446198,2,143,,,, +,,,3,143,0.008114377036690712,0.0447656512260437,, 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b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/2/tensorboard/focusMSE_150_hyperparameter_search/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..56891011de47c1b7dc2bbd59c2f1a4261117898d --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/2/tensorboard/focusMSE_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,50 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 128 + lin2_size: 1024 + lin3_size: 1024 + output_size: 1 + lr: 0.17902839665797884 + 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: 64 + num_workers: 0 + pin_memory: false +seed: null +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: 9827201 +model/params/trainable: 9827201 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/3/.hydra/config.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/3/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..eef3db56a4601f354ba5bb67ec171d756ee4399d --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/3/.hydra/config.yaml @@ -0,0 +1,77 @@ +original_work_dir: ${hydra:runtime.cwd} +data_dir: ${original_work_dir}/data +print_config: true +ignore_warnings: true +train: true +test: true +seed: null +name: focusMSE_150_hyperparameter_search +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: 64 + num_workers: 0 + pin_memory: false +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 256 + lin2_size: 1024 + lin3_size: 128 + output_size: 1 + lr: 0.0979763780684297 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/3/.hydra/hydra.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/3/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..077f7f2ad29cae40067b1de3ada12df88f942309 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/3/.hydra/hydra.yaml @@ -0,0 +1,225 @@ +hydra: + run: + dir: logs/experiments/runs/${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: + sampler: + _target_: optuna.samplers.TPESampler + seed: 12345 + consider_prior: true + prior_weight: 1.0 + consider_magic_clip: true + consider_endpoints: false + n_startup_trials: 10 + n_ei_candidates: 24 + multivariate: false + warn_independent_sampling: true + _target_: hydra_plugins.hydra_optuna_sweeper.optuna_sweeper.OptunaSweeper + direction: minimize + storage: null + study_name: focusMAE_150_hyperparameter_search + n_trials: 20 + n_jobs: 1 + search_space: + datamodule.batch_size: + type: categorical + choices: + - 64 + - 128 + model.lr: + type: float + low: 0.0001 + high: 0.2 + model.lin1_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin2_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin3_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + 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: + - datamodule.batch_size=64 + - model.lr=0.0979763780684297 + - model.lin1_size=256 + - model.lin2_size=1024 + - model.lin3_size=128 + - hparams_search=focusMSE_150_optuna.yaml + job: + name: train + override_dirname: datamodule.batch_size=64,hparams_search=focusMSE_150_optuna.yaml,model.lin1_size=256,model.lin2_size=1024,model.lin3_size=128,model.lr=0.0979763780684297 + id: '3' + num: 3 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.2 + 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: focusMSE_150_optuna.yaml + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focus150.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: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/3/.hydra/overrides.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/3/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..7edf4e4b0f72487211b4ab6f494e380e9c07a1d8 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/3/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- datamodule.batch_size=64 +- model.lr=0.0979763780684297 +- model.lin1_size=256 +- model.lin2_size=1024 +- model.lin3_size=128 +- hparams_search=focusMSE_150_optuna.yaml diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/3/checkpoints/epoch_030.ckpt b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/3/checkpoints/epoch_030.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..43933009036cacf0429976d97144d693a919723f --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/3/checkpoints/epoch_030.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:28e0f98acf3c70c8473366b6cd0a21749d948f10dd9d2a889e9019a762511892 +size 212161734 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/3/checkpoints/last.ckpt b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/3/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..01e409eb8da4d17b1facf6bb13bd0ddf0b45980c --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/3/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:512109588a318bcab7151cf58c5a3decbcf4dfc07dd48dcdb8d10ab71acec0d5 +size 212161734 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/3/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/3/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..bbd2b24d68ea321c97b5c68e795e15edd19ab912 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/3/csv/version_0/hparams.yaml @@ -0,0 +1,50 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 256 + lin2_size: 1024 + lin3_size: 128 + output_size: 1 + lr: 0.0979763780684297 + 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: 64 + num_workers: 0 + pin_memory: false +seed: null +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: 17677569 +model/params/trainable: 17677569 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/3/csv/version_0/metrics.csv b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/3/csv/version_0/metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..cb6a675d73691346d74c0ce85ab439f9124eef8a --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/3/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 +0.0008833419997245073,0.024241654202342033,0.024241654202342033,0,47,,,, +,,,1,47,0.695462703704834,0.32676398754119873,, +0.00042148595093749464,0.017200861126184464,0.017200861126184464,1,95,,,, +,,,2,95,0.00053738325368613,0.01870863139629364,, 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b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/3/tensorboard/focusMSE_150_hyperparameter_search/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..bbd2b24d68ea321c97b5c68e795e15edd19ab912 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/3/tensorboard/focusMSE_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,50 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 256 + lin2_size: 1024 + lin3_size: 128 + output_size: 1 + lr: 0.0979763780684297 + 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: 64 + num_workers: 0 + pin_memory: false +seed: null +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: 17677569 +model/params/trainable: 17677569 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/4/.hydra/config.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/4/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..7c6bff4c9adb820a8783488118f577270ad6b14f --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/4/.hydra/config.yaml @@ -0,0 +1,77 @@ +original_work_dir: ${hydra:runtime.cwd} +data_dir: ${original_work_dir}/data +print_config: true +ignore_warnings: true +train: true +test: true +seed: null +name: focusMSE_150_hyperparameter_search +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 +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 1024 + lin2_size: 64 + lin3_size: 512 + output_size: 1 + lr: 0.10083543037793832 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/4/.hydra/hydra.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/4/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..ff34bd989665b85c6ebda1ba975039a509196c35 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/4/.hydra/hydra.yaml @@ -0,0 +1,225 @@ +hydra: + run: + dir: logs/experiments/runs/${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: + sampler: + _target_: optuna.samplers.TPESampler + seed: 12345 + consider_prior: true + prior_weight: 1.0 + consider_magic_clip: true + consider_endpoints: false + n_startup_trials: 10 + n_ei_candidates: 24 + multivariate: false + warn_independent_sampling: true + _target_: hydra_plugins.hydra_optuna_sweeper.optuna_sweeper.OptunaSweeper + direction: minimize + storage: null + study_name: focusMAE_150_hyperparameter_search + n_trials: 20 + n_jobs: 1 + search_space: + datamodule.batch_size: + type: categorical + choices: + - 64 + - 128 + model.lr: + type: float + low: 0.0001 + high: 0.2 + model.lin1_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin2_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin3_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + 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: + - datamodule.batch_size=128 + - model.lr=0.10083543037793832 + - model.lin1_size=1024 + - model.lin2_size=64 + - model.lin3_size=512 + - hparams_search=focusMSE_150_optuna.yaml + job: + name: train + override_dirname: datamodule.batch_size=128,hparams_search=focusMSE_150_optuna.yaml,model.lin1_size=1024,model.lin2_size=64,model.lin3_size=512,model.lr=0.10083543037793832 + id: '4' + num: 4 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.2 + 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: focusMSE_150_optuna.yaml + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focus150.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: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/4/.hydra/overrides.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/4/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..b75e7992a39f90975c175e9669cd85e1a58ed6d4 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/4/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- datamodule.batch_size=128 +- model.lr=0.10083543037793832 +- model.lin1_size=1024 +- model.lin2_size=64 +- model.lin3_size=512 +- hparams_search=focusMSE_150_optuna.yaml diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/4/checkpoints/epoch_055.ckpt b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/4/checkpoints/epoch_055.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..0b47a706af276b9b0b9137419950dfc7f57dcc0b --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/4/checkpoints/epoch_055.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:317048464226f4cb93ec2d9dbb934475e8e0dacb5ae486dd48ca7371673f0218 +size 830715846 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/4/checkpoints/last.ckpt b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/4/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..b225f4b4377bdaa5e6a9f65981adb948e3ddf733 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/4/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:441eb47ee352c7986d3dcad7a7dd16607007b39f1e6e86d359d91c0e35185804 +size 830715846 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/4/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/4/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..512f20a24e9a40a7eb482b28b1d53b71bc55fe02 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/4/csv/version_0/hparams.yaml @@ -0,0 +1,50 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 1024 + lin2_size: 64 + lin3_size: 512 + output_size: 1 + lr: 0.10083543037793832 + 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 +seed: null +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: 69223617 +model/params/trainable: 69223617 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/4/csv/version_0/metrics.csv b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/4/csv/version_0/metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..27918bd13a3c8ce96061821a67f425e6ae5b0b8d --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/4/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 +0.3764462172985077,0.3604279160499573,0.02306809090077877,0,23,,,, +,,,1,23,40.96516799926758,2.982802629470825,, +10.019369125366211,2.8255860805511475,0.02306809090077877,1,47,,,, 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b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/4/tensorboard/focusMSE_150_hyperparameter_search/events.out.tfevents.1652266736.873c0dcdd84d.1.9 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c48adb1dad4ede1476c407e8b66f63f25709c3a18142e9220c73fcf53d8182f2 +size 179 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/4/tensorboard/focusMSE_150_hyperparameter_search/hparams.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/4/tensorboard/focusMSE_150_hyperparameter_search/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..512f20a24e9a40a7eb482b28b1d53b71bc55fe02 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/4/tensorboard/focusMSE_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,50 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 1024 + lin2_size: 64 + lin3_size: 512 + output_size: 1 + lr: 0.10083543037793832 + 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 +seed: null +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: 69223617 +model/params/trainable: 69223617 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/5/.hydra/config.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/5/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..f89b936028c4a5ac3bad5117aed6a20cc22fed99 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/5/.hydra/config.yaml @@ -0,0 +1,77 @@ +original_work_dir: ${hydra:runtime.cwd} +data_dir: ${original_work_dir}/data +print_config: true +ignore_warnings: true +train: true +test: true +seed: null +name: focusMSE_150_hyperparameter_search +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 +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 64 + lin2_size: 64 + lin3_size: 1024 + output_size: 1 + lr: 0.17049665563985095 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/5/.hydra/hydra.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/5/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..d57bca1f103cadb0e4fd86e991c6eb43320c5545 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/5/.hydra/hydra.yaml @@ -0,0 +1,225 @@ +hydra: + run: + dir: logs/experiments/runs/${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: + sampler: + _target_: optuna.samplers.TPESampler + seed: 12345 + consider_prior: true + prior_weight: 1.0 + consider_magic_clip: true + consider_endpoints: false + n_startup_trials: 10 + n_ei_candidates: 24 + multivariate: false + warn_independent_sampling: true + _target_: hydra_plugins.hydra_optuna_sweeper.optuna_sweeper.OptunaSweeper + direction: minimize + storage: null + study_name: focusMAE_150_hyperparameter_search + n_trials: 20 + n_jobs: 1 + search_space: + datamodule.batch_size: + type: categorical + choices: + - 64 + - 128 + model.lr: + type: float + low: 0.0001 + high: 0.2 + model.lin1_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin2_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin3_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + 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: + - datamodule.batch_size=128 + - model.lr=0.17049665563985095 + - model.lin1_size=64 + - model.lin2_size=64 + - model.lin3_size=1024 + - hparams_search=focusMSE_150_optuna.yaml + job: + name: train + override_dirname: datamodule.batch_size=128,hparams_search=focusMSE_150_optuna.yaml,model.lin1_size=64,model.lin2_size=64,model.lin3_size=1024,model.lr=0.17049665563985095 + id: '5' + num: 5 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.2 + 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: focusMSE_150_optuna.yaml + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focus150.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: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/5/.hydra/overrides.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/5/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..780a3470c9b8047c35b68f4066fc0a6c6de1edc0 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/5/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- datamodule.batch_size=128 +- model.lr=0.17049665563985095 +- model.lin1_size=64 +- model.lin2_size=64 +- model.lin3_size=1024 +- hparams_search=focusMSE_150_optuna.yaml diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/5/checkpoints/epoch_069.ckpt b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/5/checkpoints/epoch_069.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..1027630f32e14ab61089f90b6d3b6a44ba81fbdd --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/5/checkpoints/epoch_069.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid 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0000000000000000000000000000000000000000..8013556b9d50ee4e191c61c370e8ed1072fe6bf3 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/5/csv/version_0/hparams.yaml @@ -0,0 +1,50 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 64 + lin2_size: 64 + lin3_size: 1024 + output_size: 1 + lr: 0.17049665563985095 + 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 +seed: null +callbacks: + model_checkpoint: + _target_: 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max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 64 + lin2_size: 64 + lin3_size: 1024 + output_size: 1 + lr: 0.17049665563985095 + 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 +seed: null +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: 4394113 +model/params/trainable: 4394113 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/6/.hydra/config.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/6/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..bf3d597e344d37845a022d4b0faeeb90ae3dce06 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/6/.hydra/config.yaml @@ -0,0 +1,77 @@ +original_work_dir: ${hydra:runtime.cwd} +data_dir: ${original_work_dir}/data +print_config: true +ignore_warnings: true +train: true +test: true +seed: null +name: focusMSE_150_hyperparameter_search +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: 64 + num_workers: 0 + pin_memory: false +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 1024 + lin2_size: 1024 + lin3_size: 1024 + output_size: 1 + lr: 0.1422520794241821 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/6/.hydra/hydra.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/6/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..62733389b3955389a13d6cfb28a8115e93791b8e --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/6/.hydra/hydra.yaml @@ -0,0 +1,225 @@ +hydra: + run: + dir: logs/experiments/runs/${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: + sampler: + _target_: optuna.samplers.TPESampler + seed: 12345 + consider_prior: true + prior_weight: 1.0 + consider_magic_clip: true + consider_endpoints: false + n_startup_trials: 10 + n_ei_candidates: 24 + multivariate: false + warn_independent_sampling: true + _target_: hydra_plugins.hydra_optuna_sweeper.optuna_sweeper.OptunaSweeper + direction: minimize + storage: null + study_name: focusMAE_150_hyperparameter_search + n_trials: 20 + n_jobs: 1 + search_space: + datamodule.batch_size: + type: categorical + choices: + - 64 + - 128 + model.lr: + type: float + low: 0.0001 + high: 0.2 + model.lin1_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin2_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin3_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + 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: + - datamodule.batch_size=64 + - model.lr=0.1422520794241821 + - model.lin1_size=1024 + - model.lin2_size=1024 + - model.lin3_size=1024 + - hparams_search=focusMSE_150_optuna.yaml + job: + name: train + override_dirname: datamodule.batch_size=64,hparams_search=focusMSE_150_optuna.yaml,model.lin1_size=1024,model.lin2_size=1024,model.lin3_size=1024,model.lr=0.1422520794241821 + id: '6' + num: 6 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.2 + 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: focusMSE_150_optuna.yaml + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focus150.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: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/6/.hydra/overrides.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/6/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..1769cc24891fba18f90b2476d62906e21f356bd0 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/6/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- datamodule.batch_size=64 +- model.lr=0.1422520794241821 +- model.lin1_size=1024 +- model.lin2_size=1024 +- model.lin3_size=1024 +- hparams_search=focusMSE_150_optuna.yaml diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/6/checkpoints/epoch_073.ckpt b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/6/checkpoints/epoch_073.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..09207f77d3489a2bc6faf0d66f8aeab86b34f1a0 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/6/checkpoints/epoch_073.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:29b219f94176e6cea587dce8e1a8d7eda37f7a5bab0494150d5cc10e1297bb13 +size 854772998 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/6/checkpoints/last.ckpt b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/6/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..024a99bf84c1b9bd8e493aed0a784dad8ebc8a63 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/6/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6def8e46dcb354348d533acd370339a7c865e98bc04d40fd93efbfe8ae91b2ae +size 854772998 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/6/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/6/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..002d88a7061ab11d1bf24f98546ac6024300973e --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/6/csv/version_0/hparams.yaml @@ -0,0 +1,50 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 1024 + lin2_size: 1024 + lin3_size: 1024 + output_size: 1 + lr: 0.1422520794241821 + 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: 64 + num_workers: 0 + pin_memory: false +seed: null +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: 71227393 +model/params/trainable: 71227393 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/6/csv/version_0/metrics.csv b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/6/csv/version_0/metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..68a3abd3dc9a57613b4cb2ceac228d600e46403a --- /dev/null +++ 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0000000000000000000000000000000000000000..002d88a7061ab11d1bf24f98546ac6024300973e --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/6/tensorboard/focusMSE_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,50 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 1024 + lin2_size: 1024 + lin3_size: 1024 + output_size: 1 + lr: 0.1422520794241821 + 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: 64 + num_workers: 0 + pin_memory: false +seed: null +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: 71227393 +model/params/trainable: 71227393 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/7/.hydra/config.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/7/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..2b5b1ad50939d4d123fd327c57405098fa4de9d6 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/7/.hydra/config.yaml @@ -0,0 +1,77 @@ +original_work_dir: ${hydra:runtime.cwd} +data_dir: ${original_work_dir}/data +print_config: true +ignore_warnings: true +train: true +test: true +seed: null +name: focusMSE_150_hyperparameter_search +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: 64 + num_workers: 0 + pin_memory: false +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 1024 + lin2_size: 512 + lin3_size: 256 + output_size: 1 + lr: 0.01956889375661914 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/7/.hydra/hydra.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/7/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..bc5c91db3aa7282c4a4b6c05ab4a40a38379a70f --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/7/.hydra/hydra.yaml @@ -0,0 +1,225 @@ +hydra: + run: + dir: logs/experiments/runs/${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: + sampler: + _target_: optuna.samplers.TPESampler + seed: 12345 + consider_prior: true + prior_weight: 1.0 + consider_magic_clip: true + consider_endpoints: false + n_startup_trials: 10 + n_ei_candidates: 24 + multivariate: false + warn_independent_sampling: true + _target_: hydra_plugins.hydra_optuna_sweeper.optuna_sweeper.OptunaSweeper + direction: minimize + storage: null + study_name: focusMAE_150_hyperparameter_search + n_trials: 20 + n_jobs: 1 + search_space: + datamodule.batch_size: + type: categorical + choices: + - 64 + - 128 + model.lr: + type: float + low: 0.0001 + high: 0.2 + model.lin1_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin2_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin3_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + 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: + - datamodule.batch_size=64 + - model.lr=0.01956889375661914 + - model.lin1_size=1024 + - model.lin2_size=512 + - model.lin3_size=256 + - hparams_search=focusMSE_150_optuna.yaml + job: + name: train + override_dirname: datamodule.batch_size=64,hparams_search=focusMSE_150_optuna.yaml,model.lin1_size=1024,model.lin2_size=512,model.lin3_size=256,model.lr=0.01956889375661914 + id: '7' + num: 7 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.2 + 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: focusMSE_150_optuna.yaml + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focus150.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: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/7/.hydra/overrides.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/7/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..3a4892f60f7793c9fa77f68235828cbb1d07f266 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/7/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- datamodule.batch_size=64 +- model.lr=0.01956889375661914 +- model.lin1_size=1024 +- model.lin2_size=512 +- model.lin3_size=256 +- hparams_search=focusMSE_150_optuna.yaml diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/7/checkpoints/epoch_058.ckpt b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/7/checkpoints/epoch_058.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..65860340fbef7e4dfed18351e74028f861999dbc --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/7/checkpoints/epoch_058.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:560482af73ffa3ed0b0990183114ecc61e2862bd560668614fd7d7b4d275e1c5 +size 837405958 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/7/checkpoints/last.ckpt b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/7/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..5874bd3d763a55c8934832a2f4bf513a304b9906 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/7/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version 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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: 64 + num_workers: 0 + pin_memory: false +seed: null +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: 69780993 +model/params/trainable: 69780993 +model/params/non_trainable: 0 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0000000000000000000000000000000000000000..1f8c99aa37522fae1c75b246b07e4a48be6086cb --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/7/tensorboard/focusMSE_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,50 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 1024 + lin2_size: 512 + lin3_size: 256 + output_size: 1 + lr: 0.01956889375661914 + 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: 64 + num_workers: 0 + pin_memory: false +seed: null +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: 69780993 +model/params/trainable: 69780993 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/8/.hydra/config.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/8/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..84b3413834c26df4920ffc3c61382f3038a42d8d --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/8/.hydra/config.yaml @@ -0,0 +1,77 @@ +original_work_dir: ${hydra:runtime.cwd} +data_dir: ${original_work_dir}/data +print_config: true +ignore_warnings: true +train: true +test: true +seed: null +name: focusMSE_150_hyperparameter_search +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 +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 512 + lin2_size: 512 + lin3_size: 64 + output_size: 1 + lr: 0.05808992422205426 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/8/.hydra/hydra.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/8/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..94fca275578556eaa4378106a3bc21605e12ebb3 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/8/.hydra/hydra.yaml @@ -0,0 +1,225 @@ +hydra: + run: + dir: logs/experiments/runs/${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: + sampler: + _target_: optuna.samplers.TPESampler + seed: 12345 + consider_prior: true + prior_weight: 1.0 + consider_magic_clip: true + consider_endpoints: false + n_startup_trials: 10 + n_ei_candidates: 24 + multivariate: false + warn_independent_sampling: true + _target_: hydra_plugins.hydra_optuna_sweeper.optuna_sweeper.OptunaSweeper + direction: minimize + storage: null + study_name: focusMAE_150_hyperparameter_search + n_trials: 20 + n_jobs: 1 + search_space: + datamodule.batch_size: + type: categorical + choices: + - 64 + - 128 + model.lr: + type: float + low: 0.0001 + high: 0.2 + model.lin1_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin2_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin3_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + 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: + - datamodule.batch_size=128 + - model.lr=0.05808992422205426 + - model.lin1_size=512 + - model.lin2_size=512 + - model.lin3_size=64 + - hparams_search=focusMSE_150_optuna.yaml + job: + name: train + override_dirname: datamodule.batch_size=128,hparams_search=focusMSE_150_optuna.yaml,model.lin1_size=512,model.lin2_size=512,model.lin3_size=64,model.lr=0.05808992422205426 + id: '8' + num: 8 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.2 + 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: focusMSE_150_optuna.yaml + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focus150.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: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/8/.hydra/overrides.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/8/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..541b6228dcfdf4255d277979659f86545bebfbbd --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/8/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- datamodule.batch_size=128 +- model.lr=0.05808992422205426 +- model.lin1_size=512 +- model.lin2_size=512 +- model.lin3_size=64 +- hparams_search=focusMSE_150_optuna.yaml diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/8/checkpoints/epoch_077.ckpt b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/8/checkpoints/epoch_077.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..f45409bab6822bd1b3c8ef1c731631324a8f53e1 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/8/checkpoints/epoch_077.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0c48821cb5588157d97eb5ff4a61e902fecea6a12db7f1bbcac7e3076ab1fe3e +size 418327238 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/8/checkpoints/last.ckpt b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/8/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..e3999d2020310a582189b1522ba5b22a2c13fdef --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/8/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9d782d43b22b531c5b8f0500f6d167a154e13b21285a60f85e8c8facb5e5aad3 +size 418327238 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/8/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/8/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..9d80d2e997ef1fd7b926e7d142dd6883bdbcd787 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/8/csv/version_0/hparams.yaml @@ -0,0 +1,50 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 512 + lin2_size: 512 + lin3_size: 64 + output_size: 1 + lr: 0.05808992422205426 + 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 +seed: null +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: 34858241 +model/params/trainable: 34858241 +model/params/non_trainable: 0 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max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 512 + lin2_size: 512 + lin3_size: 64 + output_size: 1 + lr: 0.05808992422205426 + 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 +seed: null +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: 34858241 +model/params/trainable: 34858241 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/9/.hydra/config.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/9/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..e2c79e9916cc47449ea7c5d555b0824ff04733f8 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/9/.hydra/config.yaml @@ -0,0 +1,77 @@ +original_work_dir: ${hydra:runtime.cwd} +data_dir: ${original_work_dir}/data +print_config: true +ignore_warnings: true +train: true +test: true +seed: null +name: focusMSE_150_hyperparameter_search +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 +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 128 + lin2_size: 256 + lin3_size: 512 + output_size: 1 + lr: 0.12082105605940949 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/9/.hydra/hydra.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/9/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..a5dd52114928c6e9a411db58f07588c58839d725 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/9/.hydra/hydra.yaml @@ -0,0 +1,225 @@ +hydra: + run: + dir: logs/experiments/runs/${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: + sampler: + _target_: optuna.samplers.TPESampler + seed: 12345 + consider_prior: true + prior_weight: 1.0 + consider_magic_clip: true + consider_endpoints: false + n_startup_trials: 10 + n_ei_candidates: 24 + multivariate: false + warn_independent_sampling: true + _target_: hydra_plugins.hydra_optuna_sweeper.optuna_sweeper.OptunaSweeper + direction: minimize + storage: null + study_name: focusMAE_150_hyperparameter_search + n_trials: 20 + n_jobs: 1 + search_space: + datamodule.batch_size: + type: categorical + choices: + - 64 + - 128 + model.lr: + type: float + low: 0.0001 + high: 0.2 + model.lin1_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin2_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + model.lin3_size: + type: categorical + choices: + - 64 + - 128 + - 256 + - 512 + - 1024 + 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: + - datamodule.batch_size=128 + - model.lr=0.12082105605940949 + - model.lin1_size=128 + - model.lin2_size=256 + - model.lin3_size=512 + - hparams_search=focusMSE_150_optuna.yaml + job: + name: train + override_dirname: datamodule.batch_size=128,hparams_search=focusMSE_150_optuna.yaml,model.lin1_size=128,model.lin2_size=256,model.lin3_size=512,model.lr=0.12082105605940949 + id: '9' + num: 9 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.2 + 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: focusMSE_150_optuna.yaml + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focus150.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: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/9/.hydra/overrides.yaml b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/9/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..a2302e6f0ee4e79c17d2778dc2ceedeef6b06b1c --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/9/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- datamodule.batch_size=128 +- model.lr=0.12082105605940949 +- model.lin1_size=128 +- model.lin2_size=256 +- model.lin3_size=512 +- hparams_search=focusMSE_150_optuna.yaml diff --git a/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/9/checkpoints/epoch_026.ckpt b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/9/checkpoints/epoch_026.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..1f0f9558f2aa5f26904ced01623fd05290953495 --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/9/checkpoints/epoch_026.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid 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0000000000000000000000000000000000000000..2b32e37cf1c9ee2880ca6da7637310418681a8ba --- /dev/null +++ b/logs/experiments/multiruns/focusMSE_150_hyperparameter_search/2022-05-11_10-16-51/9/csv/version_0/hparams.yaml @@ -0,0 +1,50 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_module.FocusMSELitModule + input_size: 67500 + lin1_size: 128 + lin2_size: 256 + lin3_size: 512 + output_size: 1 + lr: 0.12082105605940949 + 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 +seed: null +callbacks: + model_checkpoint: + _target_: 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diff --git a/logs/mlflow/mlruns/10/30b1ba7545be46468f346de054b2892b/params/datamodule/batch_size b/logs/mlflow/mlruns/10/30b1ba7545be46468f346de054b2892b/params/datamodule/batch_size new file mode 100644 index 0000000000000000000000000000000000000000..4b6f9c39e5c757bf387d465c53026b336dd8b96c --- /dev/null +++ b/logs/mlflow/mlruns/10/30b1ba7545be46468f346de054b2892b/params/datamodule/batch_size @@ -0,0 +1 @@ +64 \ No newline at end of file diff --git a/logs/mlflow/mlruns/10/30b1ba7545be46468f346de054b2892b/params/datamodule/csv_test_file b/logs/mlflow/mlruns/10/30b1ba7545be46468f346de054b2892b/params/datamodule/csv_test_file new file mode 100644 index 0000000000000000000000000000000000000000..69910129138d6d6714086863ffa853b10503abc6 --- /dev/null +++ b/logs/mlflow/mlruns/10/30b1ba7545be46468f346de054b2892b/params/datamodule/csv_test_file @@ -0,0 +1 @@ +/usr/src/app/data/focus150/test_metadata.csv \ No newline at end of file diff --git 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b/logs/mlflow/mlruns/10/3d7e4ebf2a88456ab1e4fd05d09d5afe/params/model/_target_ @@ -0,0 +1 @@ +src.models.focus_module.FocusMSELitModule \ No newline at end of file diff --git a/logs/mlflow/mlruns/10/3d7e4ebf2a88456ab1e4fd05d09d5afe/params/model/input_size b/logs/mlflow/mlruns/10/3d7e4ebf2a88456ab1e4fd05d09d5afe/params/model/input_size new file mode 100644 index 0000000000000000000000000000000000000000..60739cbd7cf52521fbc4754b90b9110e4575f4b8 --- /dev/null +++ b/logs/mlflow/mlruns/10/3d7e4ebf2a88456ab1e4fd05d09d5afe/params/model/input_size @@ -0,0 +1 @@ +67500 \ No newline at end of file diff --git a/logs/mlflow/mlruns/10/3d7e4ebf2a88456ab1e4fd05d09d5afe/params/model/lin1_size b/logs/mlflow/mlruns/10/3d7e4ebf2a88456ab1e4fd05d09d5afe/params/model/lin1_size new file mode 100644 index 0000000000000000000000000000000000000000..4b6f9c39e5c757bf387d465c53026b336dd8b96c --- /dev/null +++ b/logs/mlflow/mlruns/10/3d7e4ebf2a88456ab1e4fd05d09d5afe/params/model/lin1_size @@ -0,0 +1 @@ +64 \ No 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a/logs/mlflow/mlruns/10/d8a5445188184a168122404073746512/params/datamodule/csv_val_file b/logs/mlflow/mlruns/10/d8a5445188184a168122404073746512/params/datamodule/csv_val_file new file mode 100644 index 0000000000000000000000000000000000000000..2a4ead115d4267a7d21708c8c9bb5c051bf4d3d4 --- /dev/null +++ b/logs/mlflow/mlruns/10/d8a5445188184a168122404073746512/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/10/d8a5445188184a168122404073746512/params/datamodule/data_dir b/logs/mlflow/mlruns/10/d8a5445188184a168122404073746512/params/datamodule/data_dir new file mode 100644 index 0000000000000000000000000000000000000000..b815b619ac8a58b21b05404aa1ebc935578e6539 --- /dev/null +++ b/logs/mlflow/mlruns/10/d8a5445188184a168122404073746512/params/datamodule/data_dir @@ -0,0 +1 @@ +/usr/src/app/data/focus150 \ No newline at end of file diff --git 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b/logs/mlflow/mlruns/9/c863736235df4ac38a99b18f2c7f3d3e/params/datamodule/csv_test_file new file mode 100644 index 0000000000000000000000000000000000000000..69910129138d6d6714086863ffa853b10503abc6 --- /dev/null +++ b/logs/mlflow/mlruns/9/c863736235df4ac38a99b18f2c7f3d3e/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/9/c863736235df4ac38a99b18f2c7f3d3e/params/datamodule/csv_train_file b/logs/mlflow/mlruns/9/c863736235df4ac38a99b18f2c7f3d3e/params/datamodule/csv_train_file new file mode 100644 index 0000000000000000000000000000000000000000..6a397043cbb33603a2180ffea75f9c81916274ec --- /dev/null +++ b/logs/mlflow/mlruns/9/c863736235df4ac38a99b18f2c7f3d3e/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/9/c863736235df4ac38a99b18f2c7f3d3e/params/datamodule/csv_val_file 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b/logs/mlflow/mlruns/9/c863736235df4ac38a99b18f2c7f3d3e/params/model/lin1_size @@ -0,0 +1 @@ +1024 \ No newline at end of file diff --git a/logs/mlflow/mlruns/9/c863736235df4ac38a99b18f2c7f3d3e/params/model/lin2_size b/logs/mlflow/mlruns/9/c863736235df4ac38a99b18f2c7f3d3e/params/model/lin2_size new file mode 100644 index 0000000000000000000000000000000000000000..4b6f9c39e5c757bf387d465c53026b336dd8b96c --- /dev/null +++ b/logs/mlflow/mlruns/9/c863736235df4ac38a99b18f2c7f3d3e/params/model/lin2_size @@ -0,0 +1 @@ +64 \ No newline at end of file diff --git a/logs/mlflow/mlruns/9/c863736235df4ac38a99b18f2c7f3d3e/params/model/lin3_size b/logs/mlflow/mlruns/9/c863736235df4ac38a99b18f2c7f3d3e/params/model/lin3_size new file mode 100644 index 0000000000000000000000000000000000000000..b854a292176003137b48b2f2eb6267c6c3085c9b --- /dev/null +++ b/logs/mlflow/mlruns/9/c863736235df4ac38a99b18f2c7f3d3e/params/model/lin3_size @@ -0,0 +1 @@ +128 \ No newline at end of file diff --git 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b/logs/mlflow/mlruns/9/c863736235df4ac38a99b18f2c7f3d3e/params/seed @@ -0,0 +1 @@ +None \ No newline at end of file diff --git a/logs/mlflow/mlruns/9/c863736235df4ac38a99b18f2c7f3d3e/params/trainer/_target_ b/logs/mlflow/mlruns/9/c863736235df4ac38a99b18f2c7f3d3e/params/trainer/_target_ new file mode 100644 index 0000000000000000000000000000000000000000..6b23728d56f799f2fedf10e2776b353c78e47498 --- /dev/null +++ b/logs/mlflow/mlruns/9/c863736235df4ac38a99b18f2c7f3d3e/params/trainer/_target_ @@ -0,0 +1 @@ +pytorch_lightning.Trainer \ No newline at end of file diff --git a/logs/mlflow/mlruns/9/c863736235df4ac38a99b18f2c7f3d3e/params/trainer/gpus b/logs/mlflow/mlruns/9/c863736235df4ac38a99b18f2c7f3d3e/params/trainer/gpus new file mode 100644 index 0000000000000000000000000000000000000000..56a6051ca2b02b04ef92d5150c9ef600403cb1de --- /dev/null +++ b/logs/mlflow/mlruns/9/c863736235df4ac38a99b18f2c7f3d3e/params/trainer/gpus @@ -0,0 +1 @@ +1 \ No newline at end of file diff --git a/logs/mlflow/mlruns/9/c863736235df4ac38a99b18f2c7f3d3e/params/trainer/max_epochs b/logs/mlflow/mlruns/9/c863736235df4ac38a99b18f2c7f3d3e/params/trainer/max_epochs new file mode 100644 index 0000000000000000000000000000000000000000..105d7d9ad3afc7bb78a0dec4d829880831605dfb --- /dev/null +++ b/logs/mlflow/mlruns/9/c863736235df4ac38a99b18f2c7f3d3e/params/trainer/max_epochs @@ -0,0 +1 @@ +100 \ No newline at end of file diff --git a/logs/mlflow/mlruns/9/c863736235df4ac38a99b18f2c7f3d3e/params/trainer/min_epochs b/logs/mlflow/mlruns/9/c863736235df4ac38a99b18f2c7f3d3e/params/trainer/min_epochs new file mode 100644 index 0000000000000000000000000000000000000000..56a6051ca2b02b04ef92d5150c9ef600403cb1de --- /dev/null +++ b/logs/mlflow/mlruns/9/c863736235df4ac38a99b18f2c7f3d3e/params/trainer/min_epochs @@ -0,0 +1 @@ +1 \ No newline at end of file diff --git a/logs/mlflow/mlruns/9/c863736235df4ac38a99b18f2c7f3d3e/params/trainer/resume_from_checkpoint b/logs/mlflow/mlruns/9/c863736235df4ac38a99b18f2c7f3d3e/params/trainer/resume_from_checkpoint new file mode 100644 index 0000000000000000000000000000000000000000..4af18322e32f3dd19579c80e26e4a306ad11e049 --- /dev/null +++ b/logs/mlflow/mlruns/9/c863736235df4ac38a99b18f2c7f3d3e/params/trainer/resume_from_checkpoint @@ -0,0 +1 @@ +None \ No newline at end of file diff --git a/logs/mlflow/mlruns/9/meta.yaml b/logs/mlflow/mlruns/9/meta.yaml new file mode 100644 index 0000000000000000000000000000000000000000..48638a93a35461f3b9da6eccf3bed6afaae45e22 --- /dev/null +++ b/logs/mlflow/mlruns/9/meta.yaml @@ -0,0 +1,4 @@ +artifact_location: /usr/src/app/logs/mlflow/mlruns/9 +experiment_id: '9' +lifecycle_stage: active +name: focusMAE_150_hyperparameter_search