diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/0/.hydra/config.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/0/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..7de82afa8d53107ac34955ee6f98d4d192abbd3a --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/0/.hydra/config.yaml @@ -0,0 +1,81 @@ +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: focusConvMSE_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_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 7 + conv1_channels: 3 + conv2_size: 7 + conv2_channels: 16 + lin1_size: 128 + lin2_size: 32 + output_size: 1 + lr: 0.0019207962356032353 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/0/.hydra/hydra.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/0/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..b2602fd23c9814565401935d8d0be7d386e18174 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/0/.hydra/hydra.yaml @@ -0,0 +1,240 @@ +hydra: + run: + dir: logs/experiments/runs/${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: focusConvMSE_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: 0.01 + model.conv1_size: + type: categorical + choices: + - 3 + - 5 + - 7 + model.conv1_channels: + type: categorical + choices: + - 3 + - 6 + - 9 + model.conv2_size: + type: categorical + choices: + - 3 + - 5 + - 7 + model.conv2_channels: + type: categorical + choices: + - 6 + - 11 + - 16 + model.lin1_size: + type: categorical + choices: + - 32 + - 72 + - 128 + model.lin2_size: + type: categorical + choices: + - 32 + - 72 + - 128 + 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=0.0019207962356032353 + - model.conv1_size=7 + - model.conv1_channels=3 + - model.conv2_size=7 + - model.conv2_channels=16 + - model.lin1_size=128 + - model.lin2_size=32 + - hparams_search=focusConvMSE_150.yaml + job: + name: train + override_dirname: datamodule.batch_size=64,hparams_search=focusConvMSE_150.yaml,model.conv1_channels=3,model.conv1_size=7,model.conv2_channels=16,model.conv2_size=7,model.lin1_size=128,model.lin2_size=32,model.lr=0.0019207962356032353 + 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: focusConvMSE_150.yaml + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focusConv_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/0/.hydra/overrides.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/0/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..63e8a56a7c2fdab0d5341eeefeff778e290bd35e --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/0/.hydra/overrides.yaml @@ -0,0 +1,9 @@ +- datamodule.batch_size=64 +- model.lr=0.0019207962356032353 +- model.conv1_size=7 +- model.conv1_channels=3 +- model.conv2_size=7 +- model.conv2_channels=16 +- model.lin1_size=128 +- model.lin2_size=32 +- hparams_search=focusConvMSE_150.yaml diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/0/checkpoints/epoch_068.ckpt b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/0/checkpoints/epoch_068.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..970804dff27e06bfddee23ba41133583a0a31f98 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/0/checkpoints/epoch_068.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:189d66b1fafa63a8cc4274db1945f378beb3537d31578a6401f4a87fbc1618ea +size 30180805 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/0/checkpoints/last.ckpt b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/0/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..e87d0e5ecfbbcaedeb080a6f092a3f6e4579fe15 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/0/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:10dd6b471f4b655ed1a659bea4ba5f0035e498971ce2cdfe9567b2d139558f78 +size 30180805 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/0/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/0/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..02d5790a0554a73c5c41fe77066e8088e7689049 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/0/csv/version_0/hparams.yaml @@ -0,0 +1,54 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 7 + conv1_channels: 3 + conv2_size: 7 + conv2_channels: 16 + lin1_size: 128 + lin2_size: 32 + output_size: 1 + lr: 0.0019207962356032353 + 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: 2513981 +model/params/trainable: 2513981 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/0/csv/version_0/metrics.csv b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/0/csv/version_0/metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..fae21e78880b0fa4dafeb1422c81d200a513f552 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/0/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 +0.0013214268255978823,0.02995089441537857,0.02995089441537857,0,47,,,, +,,,1,47,0.09107564389705658,0.08544210344552994,, +0.0008829442667774856,0.024166671559214592,0.024166671559214592,1,95,,,, +,,,2,95,0.0011302413186058402,0.02657642588019371,, +0.0007275021052919328,0.02201317623257637,0.02201317623257637,2,143,,,, +,,,3,143,0.0008497812668792903,0.023298220708966255,, 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0000000000000000000000000000000000000000..02d5790a0554a73c5c41fe77066e8088e7689049 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/0/tensorboard/focusConvMSE_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,54 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 7 + conv1_channels: 3 + conv2_size: 7 + conv2_channels: 16 + lin1_size: 128 + lin2_size: 32 + output_size: 1 + lr: 0.0019207962356032353 + 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: 2513981 +model/params/trainable: 2513981 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/1/.hydra/config.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/1/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..5d4760a4b5b813535f5af8060df3f2f9689c692f --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/1/.hydra/config.yaml @@ -0,0 +1,81 @@ +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: focusConvMSE_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_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 7 + conv1_channels: 6 + conv2_size: 7 + conv2_channels: 16 + lin1_size: 128 + lin2_size: 72 + output_size: 1 + lr: 0.0033232883076398404 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/1/.hydra/hydra.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/1/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..e4262ccd9d1f3e10b579ae4b22b6654c244a8d86 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/1/.hydra/hydra.yaml @@ -0,0 +1,240 @@ +hydra: + run: + dir: logs/experiments/runs/${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: focusConvMSE_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: 0.01 + model.conv1_size: + type: categorical + choices: + - 3 + - 5 + - 7 + model.conv1_channels: + type: categorical + choices: + - 3 + - 6 + - 9 + model.conv2_size: + type: categorical + choices: + - 3 + - 5 + - 7 + model.conv2_channels: + type: categorical + choices: + - 6 + - 11 + - 16 + model.lin1_size: + type: categorical + choices: + - 32 + - 72 + - 128 + model.lin2_size: + type: categorical + choices: + - 32 + - 72 + - 128 + 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=0.0033232883076398404 + - model.conv1_size=7 + - model.conv1_channels=6 + - model.conv2_size=7 + - model.conv2_channels=16 + - model.lin1_size=128 + - model.lin2_size=72 + - hparams_search=focusConvMSE_150.yaml + job: + name: train + override_dirname: datamodule.batch_size=64,hparams_search=focusConvMSE_150.yaml,model.conv1_channels=6,model.conv1_size=7,model.conv2_channels=16,model.conv2_size=7,model.lin1_size=128,model.lin2_size=72,model.lr=0.0033232883076398404 + 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: focusConvMSE_150.yaml + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focusConv_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/1/.hydra/overrides.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/1/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..0a3d03fd4b47b2e8bc74204660c73dc88e05809e --- /dev/null +++ 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/dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/1/csv/version_0/hparams.yaml @@ -0,0 +1,54 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 7 + conv1_channels: 6 + conv2_size: 7 + conv2_channels: 16 + lin1_size: 128 + lin2_size: 72 + output_size: 1 + lr: 0.0033232883076398404 + 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_: 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pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 7 + conv1_channels: 6 + conv2_size: 7 + conv2_channels: 16 + lin1_size: 128 + lin2_size: 72 + output_size: 1 + lr: 0.0033232883076398404 + 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: 2244121 +model/params/trainable: 2244121 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/10/.hydra/config.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/10/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..70b6bc63c772580c5eb2df6d2608961f07ba2b7a --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/10/.hydra/config.yaml @@ -0,0 +1,81 @@ +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: focusConvMSE_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_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 3 + conv1_channels: 9 + conv2_size: 3 + conv2_channels: 6 + lin1_size: 32 + lin2_size: 72 + output_size: 1 + lr: 0.005087336593525169 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/10/.hydra/hydra.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/10/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..830f97951206f4fbe336b8aca49400273efc757e --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/10/.hydra/hydra.yaml @@ -0,0 +1,240 @@ +hydra: + run: + dir: logs/experiments/runs/${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: focusConvMSE_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: 0.01 + model.conv1_size: + type: categorical + choices: + - 3 + - 5 + - 7 + model.conv1_channels: + type: categorical + choices: + - 3 + - 6 + - 9 + model.conv2_size: + type: categorical + choices: + - 3 + - 5 + - 7 + model.conv2_channels: + type: categorical + choices: + - 6 + - 11 + - 16 + model.lin1_size: + type: categorical + choices: + - 32 + - 72 + - 128 + model.lin2_size: + type: categorical + choices: + - 32 + - 72 + - 128 + 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=0.005087336593525169 + - model.conv1_size=3 + - model.conv1_channels=9 + - model.conv2_size=3 + - model.conv2_channels=6 + - model.lin1_size=32 + - model.lin2_size=72 + - hparams_search=focusConvMSE_150.yaml + job: + name: train + override_dirname: datamodule.batch_size=64,hparams_search=focusConvMSE_150.yaml,model.conv1_channels=9,model.conv1_size=3,model.conv2_channels=6,model.conv2_size=3,model.lin1_size=32,model.lin2_size=72,model.lr=0.005087336593525169 + 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: focusConvMSE_150.yaml + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focusConv_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/10/.hydra/overrides.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/10/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..489e24cf271d8bc33aa8045aebaedebdd0f88ad8 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/10/.hydra/overrides.yaml @@ -0,0 +1,9 @@ +- datamodule.batch_size=64 +- model.lr=0.005087336593525169 +- model.conv1_size=3 +- model.conv1_channels=9 +- model.conv2_size=3 +- model.conv2_channels=6 +- model.lin1_size=32 +- model.lin2_size=72 +- hparams_search=focusConvMSE_150.yaml diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/10/checkpoints/epoch_036.ckpt b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/10/checkpoints/epoch_036.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..1e784e064ee4dba3912853bf4083ca1b86ca6202 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/10/checkpoints/epoch_036.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:59a8364a1659fad87f2624b3c0788ffe0032e17ebdb2ab12a5e90749d64a6e50 +size 2607365 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/10/checkpoints/last.ckpt b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/10/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..20ad6e9033cd57028cebd5c3b38b1e0c235467c8 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/10/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5061ed27bdf4cb5e58c74fbf369f9b96285104c3549097f5c0f1b8f649783e2e +size 2607365 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/10/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/10/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..71e9796da0a1ad68b67d505161d3bc6953ec750d --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/10/csv/version_0/hparams.yaml @@ -0,0 +1,54 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 3 + conv1_channels: 9 + conv2_size: 3 + conv2_channels: 6 + lin1_size: 32 + lin2_size: 72 + output_size: 1 + lr: 0.005087336593525169 + 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: 216201 +model/params/trainable: 216201 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/10/csv/version_0/metrics.csv b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/10/csv/version_0/metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..cc95d7f8cee0eb475dbb57c0f87759f47b913314 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/10/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 +0.00043468139483593404,0.017546463757753372,0.017546463757753372,0,47,,,, 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a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/10/tensorboard/focusConvMSE_150_hyperparameter_search/hparams.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/10/tensorboard/focusConvMSE_150_hyperparameter_search/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..71e9796da0a1ad68b67d505161d3bc6953ec750d --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/10/tensorboard/focusConvMSE_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,54 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 3 + conv1_channels: 9 + conv2_size: 3 + conv2_channels: 6 + lin1_size: 32 + lin2_size: 72 + output_size: 1 + lr: 0.005087336593525169 + 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: 216201 +model/params/trainable: 216201 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/11/.hydra/config.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/11/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..eed1ca3d139bec9e00f6b4c43822b640bf15a148 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/11/.hydra/config.yaml @@ -0,0 +1,81 @@ +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: focusConvMSE_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_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 3 + conv1_channels: 3 + conv2_size: 7 + conv2_channels: 6 + lin1_size: 72 + lin2_size: 128 + output_size: 1 + lr: 0.00010816648299355816 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/11/.hydra/hydra.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/11/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..04fe213675561c9e331de22d9c9a4d9e943e7c62 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/11/.hydra/hydra.yaml @@ -0,0 +1,240 @@ +hydra: + run: + dir: logs/experiments/runs/${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: focusConvMSE_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: 0.01 + model.conv1_size: + type: categorical + choices: + - 3 + - 5 + - 7 + model.conv1_channels: + type: categorical + choices: + - 3 + - 6 + - 9 + model.conv2_size: + type: categorical + choices: + - 3 + - 5 + - 7 + model.conv2_channels: + type: categorical + choices: + - 6 + - 11 + - 16 + model.lin1_size: + type: categorical + choices: + - 32 + - 72 + - 128 + model.lin2_size: + type: categorical + choices: + - 32 + - 72 + - 128 + 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=0.00010816648299355816 + - model.conv1_size=3 + - model.conv1_channels=3 + - model.conv2_size=7 + - model.conv2_channels=6 + - model.lin1_size=72 + - model.lin2_size=128 + - hparams_search=focusConvMSE_150.yaml + job: + name: train + override_dirname: datamodule.batch_size=64,hparams_search=focusConvMSE_150.yaml,model.conv1_channels=3,model.conv1_size=3,model.conv2_channels=6,model.conv2_size=7,model.lin1_size=72,model.lin2_size=128,model.lr=0.00010816648299355816 + 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: focusConvMSE_150.yaml + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focusConv_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/11/.hydra/overrides.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/11/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..cf7ee049cac78859fff02aebaa31a3c86b69a3d3 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/11/.hydra/overrides.yaml @@ -0,0 +1,9 @@ +- datamodule.batch_size=64 +- model.lr=0.00010816648299355816 +- model.conv1_size=3 +- model.conv1_channels=3 +- model.conv2_size=7 +- model.conv2_channels=6 +- model.lin1_size=72 +- model.lin2_size=128 +- hparams_search=focusConvMSE_150.yaml diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/11/checkpoints/epoch_098.ckpt b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/11/checkpoints/epoch_098.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..b60a91d05fb1f650a98e60a2770eaeff0d71c9f8 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/11/checkpoints/epoch_098.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e7d88e42e353d3c3a02fa8ddc16e9edfd51e5d18f0185778b69ab4e276ee0835 +size 6849093 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/11/checkpoints/last.ckpt b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/11/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..ebea14d6e357444b139c781780a02f6f46892066 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/11/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5a3989e00c663b5d037abf748f9ce8c728c930b05b8a4fe9d57a60c4f30b9585 +size 6849093 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/11/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/11/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..539e0b61f1f9f23fe56a8282c4f4d57d69a9aed5 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/11/csv/version_0/hparams.yaml @@ -0,0 +1,54 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 3 + conv1_channels: 3 + conv2_size: 7 + conv2_channels: 6 + lin1_size: 72 + lin2_size: 128 + output_size: 1 + lr: 0.00010816648299355816 + 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: 569669 +model/params/trainable: 569669 +model/params/non_trainable: 0 diff --git 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index 0000000000000000000000000000000000000000..539e0b61f1f9f23fe56a8282c4f4d57d69a9aed5 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/11/tensorboard/focusConvMSE_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,54 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 3 + conv1_channels: 3 + conv2_size: 7 + conv2_channels: 6 + lin1_size: 72 + lin2_size: 128 + output_size: 1 + lr: 0.00010816648299355816 + 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: 569669 +model/params/trainable: 569669 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/12/.hydra/config.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/12/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..83b63dfb6e585c43b0af2c96592105a9faa1461c --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/12/.hydra/config.yaml @@ -0,0 +1,81 @@ +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: focusConvMSE_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_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 5 + conv1_channels: 3 + conv2_size: 7 + conv2_channels: 6 + lin1_size: 32 + lin2_size: 128 + output_size: 1 + lr: 0.00010464412462087176 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/12/.hydra/hydra.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/12/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..750bed95922f60045d04069bee51bc32b48ce16a --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/12/.hydra/hydra.yaml @@ -0,0 +1,240 @@ +hydra: + run: + dir: logs/experiments/runs/${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: focusConvMSE_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: 0.01 + model.conv1_size: + type: categorical + choices: + - 3 + - 5 + - 7 + model.conv1_channels: + type: categorical + choices: + - 3 + - 6 + - 9 + model.conv2_size: + type: categorical + choices: + - 3 + - 5 + - 7 + model.conv2_channels: + type: categorical + choices: + - 6 + - 11 + - 16 + model.lin1_size: + type: categorical + choices: + - 32 + - 72 + - 128 + model.lin2_size: + type: categorical + choices: + - 32 + - 72 + - 128 + 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=0.00010464412462087176 + - model.conv1_size=5 + - model.conv1_channels=3 + - model.conv2_size=7 + - model.conv2_channels=6 + - model.lin1_size=32 + - model.lin2_size=128 + - hparams_search=focusConvMSE_150.yaml + job: + name: train + override_dirname: datamodule.batch_size=64,hparams_search=focusConvMSE_150.yaml,model.conv1_channels=3,model.conv1_size=5,model.conv2_channels=6,model.conv2_size=7,model.lin1_size=32,model.lin2_size=128,model.lr=0.00010464412462087176 + 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: focusConvMSE_150.yaml + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focusConv_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/12/.hydra/overrides.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/12/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..e64afc3f0ea2fe50844f2f8f09f185a87da0a3e8 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/12/.hydra/overrides.yaml @@ -0,0 +1,9 @@ +- datamodule.batch_size=64 +- model.lr=0.00010464412462087176 +- model.conv1_size=5 +- model.conv1_channels=3 +- model.conv2_size=7 +- model.conv2_channels=6 +- model.lin1_size=32 +- model.lin2_size=128 +- hparams_search=focusConvMSE_150.yaml diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/12/checkpoints/epoch_089.ckpt b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/12/checkpoints/epoch_089.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..c28810c4734f2937388e4eb6fa0c195a93001f73 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/12/checkpoints/epoch_089.ckpt @@ -0,0 +1,3 @@ +version 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b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/12/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..0e6b17b0bf86c8a0d74fdb4fa693b2de79749aae --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/12/csv/version_0/hparams.yaml @@ -0,0 +1,54 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 5 + conv1_channels: 3 + conv2_size: 7 + conv2_channels: 6 + lin1_size: 32 + lin2_size: 128 + output_size: 1 + lr: 0.00010464412462087176 + 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: 239981 +model/params/trainable: 239981 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/12/csv/version_0/metrics.csv 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pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 5 + conv1_channels: 3 + conv2_size: 7 + conv2_channels: 6 + lin1_size: 32 + lin2_size: 128 + output_size: 1 + lr: 0.00010464412462087176 + 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: 239981 +model/params/trainable: 239981 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/13/.hydra/config.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/13/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..519654ba1a8571e72ac90a36cc386fc1dd7f12cc --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/13/.hydra/config.yaml @@ -0,0 +1,81 @@ +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: focusConvMSE_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_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 5 + conv1_channels: 3 + conv2_size: 7 + conv2_channels: 6 + lin1_size: 72 + lin2_size: 128 + output_size: 1 + lr: 0.001629522971013559 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/13/.hydra/hydra.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/13/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..489ada3d641afa99163fdda1b01295c855a5e5ea --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/13/.hydra/hydra.yaml @@ -0,0 +1,240 @@ +hydra: + run: + dir: logs/experiments/runs/${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: focusConvMSE_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: 0.01 + model.conv1_size: + type: categorical + choices: + - 3 + - 5 + - 7 + model.conv1_channels: + type: categorical + choices: + - 3 + - 6 + - 9 + model.conv2_size: + type: categorical + choices: + - 3 + - 5 + - 7 + model.conv2_channels: + type: categorical + choices: + - 6 + - 11 + - 16 + model.lin1_size: + type: categorical + choices: + - 32 + - 72 + - 128 + model.lin2_size: + type: categorical + choices: + - 32 + - 72 + - 128 + 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=0.001629522971013559 + - model.conv1_size=5 + - model.conv1_channels=3 + - model.conv2_size=7 + - model.conv2_channels=6 + - model.lin1_size=72 + - model.lin2_size=128 + - hparams_search=focusConvMSE_150.yaml + job: + name: train + override_dirname: datamodule.batch_size=64,hparams_search=focusConvMSE_150.yaml,model.conv1_channels=3,model.conv1_size=5,model.conv2_channels=6,model.conv2_size=7,model.lin1_size=72,model.lin2_size=128,model.lr=0.001629522971013559 + 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: focusConvMSE_150.yaml + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focusConv_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/13/.hydra/overrides.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/13/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..29aecd86e17a63e9bda37b5222bf7205ce27fa1d --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/13/.hydra/overrides.yaml @@ -0,0 +1,9 @@ +- datamodule.batch_size=64 +- model.lr=0.001629522971013559 +- model.conv1_size=5 +- model.conv1_channels=3 +- model.conv2_size=7 +- model.conv2_channels=6 +- model.lin1_size=72 +- model.lin2_size=128 +- hparams_search=focusConvMSE_150.yaml diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/13/checkpoints/epoch_005.ckpt b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/13/checkpoints/epoch_005.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..5f85f1e7868b26c0aaed4ca4dd50254c513923d8 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/13/checkpoints/epoch_005.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a6053bffe032424d89f80a07e336949628c353449a513185c2cb85dac64a8766 +size 6482757 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/13/checkpoints/last.ckpt b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/13/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..bbc13ee5072392eea0030bfba5bd9abafe5e2144 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/13/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bf49a193588d2b0f07b265884ca96d694cd832147a12c1ce095c416764ed5552 +size 6482757 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/13/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/13/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..23d0ece8efc183ba24a93d5dc7ca5de741efd47d --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/13/csv/version_0/hparams.yaml @@ -0,0 +1,54 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 5 + conv1_channels: 3 + conv2_size: 7 + conv2_channels: 6 + lin1_size: 72 + lin2_size: 128 + output_size: 1 + lr: 0.001629522971013559 + 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: 539141 +model/params/trainable: 539141 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/13/csv/version_0/metrics.csv b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/13/csv/version_0/metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..b94cbfea39f0a11aca90c487d0c63d27e8e5f359 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/13/csv/version_0/metrics.csv @@ -0,0 +1,19 @@ +val/loss,val/mae,val/mae_best,epoch,step,train/loss,train/mae +0.0004289761418476701,0.017361711710691452,0.017361711710691452,0,47,, +,,,1,47,0.0021037589758634567,0.025321071967482567 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+,,,9,431,0.0004094797477591783,0.01697174832224846 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/13/tensorboard/focusConvMSE_150_hyperparameter_search/events.out.tfevents.1652258607.908803db74d8.1.26 b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/13/tensorboard/focusConvMSE_150_hyperparameter_search/events.out.tfevents.1652258607.908803db74d8.1.26 new file mode 100644 index 0000000000000000000000000000000000000000..503da7b4d63eb964432b5a0a4c65912184a01e8c --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/13/tensorboard/focusConvMSE_150_hyperparameter_search/events.out.tfevents.1652258607.908803db74d8.1.26 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3577141d3823c8ad8a693163b398d08c8c8d52ed76c83bd9a7d831899fcc402e +size 6857 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/13/tensorboard/focusConvMSE_150_hyperparameter_search/hparams.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/13/tensorboard/focusConvMSE_150_hyperparameter_search/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..23d0ece8efc183ba24a93d5dc7ca5de741efd47d --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/13/tensorboard/focusConvMSE_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,54 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 5 + conv1_channels: 3 + conv2_size: 7 + conv2_channels: 6 + lin1_size: 72 + lin2_size: 128 + output_size: 1 + lr: 0.001629522971013559 + 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: 539141 +model/params/trainable: 539141 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/2/.hydra/config.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/2/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..9f2fbcbf3df8198eef59f7c1d083ca08c1de3176 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/2/.hydra/config.yaml @@ -0,0 +1,81 @@ +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: focusConvMSE_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_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 5 + conv1_channels: 3 + conv2_size: 7 + conv2_channels: 6 + lin1_size: 128 + lin2_size: 128 + output_size: 1 + lr: 0.0022676054329477256 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/2/.hydra/hydra.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/2/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..2e5b4d79e02b69f003cfd34e0fd4f61b8c169914 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/2/.hydra/hydra.yaml @@ -0,0 +1,240 @@ +hydra: + run: + dir: logs/experiments/runs/${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: focusConvMSE_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: 0.01 + model.conv1_size: + type: categorical + choices: + - 3 + - 5 + - 7 + model.conv1_channels: + type: categorical + choices: + - 3 + - 6 + - 9 + model.conv2_size: + type: categorical + choices: + - 3 + - 5 + - 7 + model.conv2_channels: + type: categorical + choices: + - 6 + - 11 + - 16 + model.lin1_size: + type: categorical + choices: + - 32 + - 72 + - 128 + model.lin2_size: + type: categorical + choices: + - 32 + - 72 + - 128 + 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=0.0022676054329477256 + - model.conv1_size=5 + - model.conv1_channels=3 + - model.conv2_size=7 + - model.conv2_channels=6 + - model.lin1_size=128 + - model.lin2_size=128 + - hparams_search=focusConvMSE_150.yaml + job: + name: train + override_dirname: datamodule.batch_size=64,hparams_search=focusConvMSE_150.yaml,model.conv1_channels=3,model.conv1_size=5,model.conv2_channels=6,model.conv2_size=7,model.lin1_size=128,model.lin2_size=128,model.lr=0.0022676054329477256 + 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: focusConvMSE_150.yaml + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focusConv_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/2/.hydra/overrides.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/2/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..a17442bbaf0b1e671652aca3c2ae3b7eac7592b7 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/2/.hydra/overrides.yaml @@ -0,0 +1,9 @@ +- datamodule.batch_size=64 +- model.lr=0.0022676054329477256 +- model.conv1_size=5 +- model.conv1_channels=3 +- model.conv2_size=7 +- model.conv2_channels=6 +- model.lin1_size=128 +- model.lin2_size=128 +- hparams_search=focusConvMSE_150.yaml diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/2/checkpoints/epoch_062.ckpt b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/2/checkpoints/epoch_062.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..52f988122ba797e152e719108b926dcd9db0173c --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/2/checkpoints/epoch_062.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f164a26f3292f153908d9cd7eb96a832c9d989665c2b93371297396ea107df15 +size 11508613 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/2/checkpoints/last.ckpt b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/2/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..3c9b31882c38c27a9f9eef5475f1c4b1821b9bea --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/2/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5e2b11c5e964cc09ff104102dec42b2fa2a18727c251e065a714cdcefee5d005 +size 11508613 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/2/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/2/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..4d364fb5003fd75b35f45e6de03454aad10e4c38 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/2/csv/version_0/hparams.yaml @@ -0,0 +1,54 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 5 + conv1_channels: 3 + conv2_size: 7 + conv2_channels: 6 + lin1_size: 128 + lin2_size: 128 + output_size: 1 + lr: 0.0022676054329477256 + 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: 957965 +model/params/trainable: 957965 +model/params/non_trainable: 0 diff --git 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0000000000000000000000000000000000000000..4d364fb5003fd75b35f45e6de03454aad10e4c38 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/2/tensorboard/focusConvMSE_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,54 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 5 + conv1_channels: 3 + conv2_size: 7 + conv2_channels: 6 + lin1_size: 128 + lin2_size: 128 + output_size: 1 + lr: 0.0022676054329477256 + 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: 957965 +model/params/trainable: 957965 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/3/.hydra/config.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/3/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..e5665c39a40a41cbe130d8c6df154e3433385d1b --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/3/.hydra/config.yaml @@ -0,0 +1,81 @@ +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: focusConvMSE_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_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 7 + conv1_channels: 6 + conv2_size: 5 + conv2_channels: 16 + lin1_size: 128 + lin2_size: 128 + output_size: 1 + lr: 0.006907198469940471 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/3/.hydra/hydra.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/3/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..ff3d481e09cce1d174942caeb2a7c7c19e73e084 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/3/.hydra/hydra.yaml @@ -0,0 +1,240 @@ +hydra: + run: + dir: logs/experiments/runs/${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: focusConvMSE_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: 0.01 + model.conv1_size: + type: categorical + choices: + - 3 + - 5 + - 7 + model.conv1_channels: + type: categorical + choices: + - 3 + - 6 + - 9 + model.conv2_size: + type: categorical + choices: + - 3 + - 5 + - 7 + model.conv2_channels: + type: categorical + choices: + - 6 + - 11 + - 16 + model.lin1_size: + type: categorical + choices: + - 32 + - 72 + - 128 + model.lin2_size: + type: categorical + choices: + - 32 + - 72 + - 128 + 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=0.006907198469940471 + - model.conv1_size=7 + - model.conv1_channels=6 + - model.conv2_size=5 + - model.conv2_channels=16 + - model.lin1_size=128 + - model.lin2_size=128 + - hparams_search=focusConvMSE_150.yaml + job: + name: train + override_dirname: datamodule.batch_size=64,hparams_search=focusConvMSE_150.yaml,model.conv1_channels=6,model.conv1_size=7,model.conv2_channels=16,model.conv2_size=5,model.lin1_size=128,model.lin2_size=128,model.lr=0.006907198469940471 + 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: focusConvMSE_150.yaml + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focusConv_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/3/.hydra/overrides.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/3/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..9fc8d06a18a05daf1c724b11e34856eb2eb36b38 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/3/.hydra/overrides.yaml @@ -0,0 +1,9 @@ +- datamodule.batch_size=64 +- model.lr=0.006907198469940471 +- model.conv1_size=7 +- model.conv1_channels=6 +- model.conv2_size=5 +- model.conv2_channels=16 +- model.lin1_size=128 +- model.lin2_size=128 +- hparams_search=focusConvMSE_150.yaml diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/3/checkpoints/epoch_064.ckpt b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/3/checkpoints/epoch_064.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..af4eb34760367533228cbc921219d050349d922c --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/3/checkpoints/epoch_064.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a9b21d577870d1b881fa0ba16cd146d52b358fca5c3ed32673210d01b163b10d 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/dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/3/csv/version_0/hparams.yaml @@ -0,0 +1,54 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 7 + conv1_channels: 6 + conv2_size: 5 + conv2_channels: 16 + lin1_size: 128 + lin2_size: 128 + output_size: 1 + lr: 0.006907198469940471 + 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: 2251401 +model/params/trainable: 2251401 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/3/csv/version_0/metrics.csv b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/3/csv/version_0/metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..da0b61b8a52e885fe0813092474e857d6c32992c --- /dev/null +++ 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pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 7 + conv1_channels: 6 + conv2_size: 5 + conv2_channels: 16 + lin1_size: 128 + lin2_size: 128 + output_size: 1 + lr: 0.006907198469940471 + 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: 2251401 +model/params/trainable: 2251401 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/4/.hydra/config.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/4/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..fd334a58a3eff93b975219bb4c406aa22adf521a --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/4/.hydra/config.yaml @@ -0,0 +1,81 @@ +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: focusConvMSE_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_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 5 + conv1_channels: 9 + conv2_size: 3 + conv2_channels: 16 + lin1_size: 128 + lin2_size: 32 + output_size: 1 + lr: 0.002343092969878313 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/4/.hydra/hydra.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/4/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..0e79f2585e45ab15a188aa22bf52524fe464ffaf --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/4/.hydra/hydra.yaml @@ -0,0 +1,240 @@ +hydra: + run: + dir: logs/experiments/runs/${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: focusConvMSE_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: 0.01 + model.conv1_size: + type: categorical + choices: + - 3 + - 5 + - 7 + model.conv1_channels: + type: categorical + choices: + - 3 + - 6 + - 9 + model.conv2_size: + type: categorical + choices: + - 3 + - 5 + - 7 + model.conv2_channels: + type: categorical + choices: + - 6 + - 11 + - 16 + model.lin1_size: + type: categorical + choices: + - 32 + - 72 + - 128 + model.lin2_size: + type: categorical + choices: + - 32 + - 72 + - 128 + 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=0.002343092969878313 + - model.conv1_size=5 + - model.conv1_channels=9 + - model.conv2_size=3 + - model.conv2_channels=16 + - model.lin1_size=128 + - model.lin2_size=32 + - hparams_search=focusConvMSE_150.yaml + job: + name: train + override_dirname: datamodule.batch_size=128,hparams_search=focusConvMSE_150.yaml,model.conv1_channels=9,model.conv1_size=5,model.conv2_channels=16,model.conv2_size=3,model.lin1_size=128,model.lin2_size=32,model.lr=0.002343092969878313 + 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: focusConvMSE_150.yaml + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focusConv_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/4/.hydra/overrides.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/4/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..0ad2e1544d95b88d746c51c94602ccc8ad4f7b44 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/4/.hydra/overrides.yaml @@ -0,0 +1,9 @@ +- datamodule.batch_size=128 +- model.lr=0.002343092969878313 +- model.conv1_size=5 +- model.conv1_channels=9 +- model.conv2_size=3 +- model.conv2_channels=16 +- model.lin1_size=128 +- model.lin2_size=32 +- hparams_search=focusConvMSE_150.yaml diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/4/checkpoints/epoch_020.ckpt b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/4/checkpoints/epoch_020.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..2200884e0f43ac17425dd9be1dcada4a873643fb --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/4/checkpoints/epoch_020.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cb64592009b15a11a8b750da619398838e8159b03a62a0b6b8eb697558185e04 +size 25378693 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/4/checkpoints/last.ckpt b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/4/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..6299aab2890014fde3f96d8bf379f76f523b04df --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/4/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f2d2f077b63fbe0fda41cf487a17825ce64d8a41f95f755f006343736813f666 +size 25378693 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/4/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/4/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..5dd7efd8b9230b0070fa546c675280af25e2dcd5 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/4/csv/version_0/hparams.yaml @@ -0,0 +1,54 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 5 + conv1_channels: 9 + conv2_size: 3 + conv2_channels: 16 + lin1_size: 128 + lin2_size: 32 + output_size: 1 + lr: 0.002343092969878313 + 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: 2113805 +model/params/trainable: 2113805 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/4/csv/version_0/metrics.csv b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/4/csv/version_0/metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..14d04cbb295c660af82b94c0bafb2e6a0984aa01 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/4/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 +0.0004238986875861883,0.017294298857450485,0.017294298857450485,0,23,,,, 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a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/4/tensorboard/focusConvMSE_150_hyperparameter_search/hparams.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/4/tensorboard/focusConvMSE_150_hyperparameter_search/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..5dd7efd8b9230b0070fa546c675280af25e2dcd5 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/4/tensorboard/focusConvMSE_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,54 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 5 + conv1_channels: 9 + conv2_size: 3 + conv2_channels: 16 + lin1_size: 128 + lin2_size: 32 + output_size: 1 + lr: 0.002343092969878313 + 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: 2113805 +model/params/trainable: 2113805 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/5/.hydra/config.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/5/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..1856a43ca9f8a3a799887ecaa8c288131a8a344f --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/5/.hydra/config.yaml @@ -0,0 +1,81 @@ +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: focusConvMSE_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_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 7 + conv1_channels: 6 + conv2_size: 5 + conv2_channels: 11 + lin1_size: 32 + lin2_size: 128 + output_size: 1 + lr: 0.008580595526819898 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/5/.hydra/hydra.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/5/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..43b6ac6b9f89a0a7ec6ebdec5c0c1aa8daec370d --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/5/.hydra/hydra.yaml @@ -0,0 +1,240 @@ +hydra: + run: + dir: logs/experiments/runs/${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: focusConvMSE_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: 0.01 + model.conv1_size: + type: categorical + choices: + - 3 + - 5 + - 7 + model.conv1_channels: + type: categorical + choices: + - 3 + - 6 + - 9 + model.conv2_size: + type: categorical + choices: + - 3 + - 5 + - 7 + model.conv2_channels: + type: categorical + choices: + - 6 + - 11 + - 16 + model.lin1_size: + type: categorical + choices: + - 32 + - 72 + - 128 + model.lin2_size: + type: categorical + choices: + - 32 + - 72 + - 128 + 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=0.008580595526819898 + - model.conv1_size=7 + - model.conv1_channels=6 + - model.conv2_size=5 + - model.conv2_channels=11 + - model.lin1_size=32 + - model.lin2_size=128 + - hparams_search=focusConvMSE_150.yaml + job: + name: train + override_dirname: datamodule.batch_size=128,hparams_search=focusConvMSE_150.yaml,model.conv1_channels=6,model.conv1_size=7,model.conv2_channels=11,model.conv2_size=5,model.lin1_size=32,model.lin2_size=128,model.lr=0.008580595526819898 + 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: focusConvMSE_150.yaml + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focusConv_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/5/.hydra/overrides.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/5/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..73f69b0a4721b4adf734eb43d5e71bbd879300f7 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/5/.hydra/overrides.yaml @@ -0,0 +1,9 @@ +- datamodule.batch_size=128 +- model.lr=0.008580595526819898 +- model.conv1_size=7 +- model.conv1_channels=6 +- model.conv2_size=5 +- model.conv2_channels=11 +- model.lin1_size=32 +- model.lin2_size=128 +- hparams_search=focusConvMSE_150.yaml diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/5/checkpoints/epoch_028.ckpt b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/5/checkpoints/epoch_028.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..0e70bdfcaf2dda62e602d5ba2bb236f2252eb01b --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/5/checkpoints/epoch_028.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b9f25a68dab9e794280468b88b261e513b809b10ad0eace84993933d710bc381 +size 4704773 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/5/checkpoints/last.ckpt b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/5/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..929e806868b5b00dc0eb70e39448e51015a8f530 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/5/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6bbfd88ae2c41e1fd5e2fd2cb8cf933c538553ab34fbc0d1bafb7071c45ddfd2 +size 4704773 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/5/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/5/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..81f423332a5d58cc0b6c007a7418ab4d99b1bc02 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/5/csv/version_0/hparams.yaml @@ -0,0 +1,54 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 7 + conv1_channels: 6 + conv2_size: 5 + conv2_channels: 11 + lin1_size: 32 + lin2_size: 128 + output_size: 1 + lr: 0.008580595526819898 + 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: 390988 +model/params/trainable: 390988 +model/params/non_trainable: 0 diff --git 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pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 7 + conv1_channels: 6 + conv2_size: 5 + conv2_channels: 11 + lin1_size: 32 + lin2_size: 128 + output_size: 1 + lr: 0.008580595526819898 + 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: 390988 +model/params/trainable: 390988 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/6/.hydra/config.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/6/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..59884bb48ad11f7751c7bf726d7cf426148ebcf2 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/6/.hydra/config.yaml @@ -0,0 +1,81 @@ +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: focusConvMSE_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_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 3 + conv1_channels: 9 + conv2_size: 7 + conv2_channels: 6 + lin1_size: 32 + lin2_size: 72 + output_size: 1 + lr: 0.001064192337121208 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/6/.hydra/hydra.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/6/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..2d0b91b2ad76f62ef6d384f0a4dcfe36e7d55336 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/6/.hydra/hydra.yaml @@ -0,0 +1,240 @@ +hydra: + run: + dir: logs/experiments/runs/${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: focusConvMSE_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: 0.01 + model.conv1_size: + type: categorical + choices: + - 3 + - 5 + - 7 + model.conv1_channels: + type: categorical + choices: + - 3 + - 6 + - 9 + model.conv2_size: + type: categorical + choices: + - 3 + - 5 + - 7 + model.conv2_channels: + type: categorical + choices: + - 6 + - 11 + - 16 + model.lin1_size: + type: categorical + choices: + - 32 + - 72 + - 128 + model.lin2_size: + type: categorical + choices: + - 32 + - 72 + - 128 + 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=0.001064192337121208 + - model.conv1_size=3 + - model.conv1_channels=9 + - model.conv2_size=7 + - model.conv2_channels=6 + - model.lin1_size=32 + - model.lin2_size=72 + - hparams_search=focusConvMSE_150.yaml + job: + name: train + override_dirname: datamodule.batch_size=64,hparams_search=focusConvMSE_150.yaml,model.conv1_channels=9,model.conv1_size=3,model.conv2_channels=6,model.conv2_size=7,model.lin1_size=32,model.lin2_size=72,model.lr=0.001064192337121208 + 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: focusConvMSE_150.yaml + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focusConv_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/6/.hydra/overrides.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/6/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..738040f98a772e4708e2fbcec3983cbc7c8593d8 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/6/.hydra/overrides.yaml @@ -0,0 +1,9 @@ +- datamodule.batch_size=64 +- model.lr=0.001064192337121208 +- model.conv1_size=3 +- model.conv1_channels=9 +- model.conv2_size=7 +- model.conv2_channels=6 +- model.lin1_size=32 +- model.lin2_size=72 +- hparams_search=focusConvMSE_150.yaml diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/6/checkpoints/epoch_052.ckpt b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/6/checkpoints/epoch_052.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..b61f981e070403393bb3807bb5764e206905f726 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/6/checkpoints/epoch_052.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:def42056e702ece659e92f76a8ffeecb5522e0d1d78a07e2093e927f360b6556 +size 2607365 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/6/checkpoints/last.ckpt b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/6/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..fa6433f46bb8363e6dfd60539b142cbdd65614d5 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/6/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aa9e0a63074cea3de8747baab7e06ccda95b5352b70bdaa8ba310d67dc21c151 +size 2607365 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/6/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/6/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..80e61f6b57d188345f70758a4277d42372ecb6eb --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/6/csv/version_0/hparams.yaml @@ -0,0 +1,54 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 3 + conv1_channels: 9 + conv2_size: 7 + conv2_channels: 6 + lin1_size: 32 + lin2_size: 72 + output_size: 1 + lr: 0.001064192337121208 + 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: 216201 +model/params/trainable: 216201 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/6/csv/version_0/metrics.csv b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/6/csv/version_0/metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..7185e67f2dff616072439dfe279c6727b8cc5c97 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/6/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 +0.0004212812928017229,0.017200710251927376,0.016506437212228775,0,47,,,, 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diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/6/tensorboard/focusConvMSE_150_hyperparameter_search/events.out.tfevents.1652257206.908803db74d8.1.12 b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/6/tensorboard/focusConvMSE_150_hyperparameter_search/events.out.tfevents.1652257206.908803db74d8.1.12 new file mode 100644 index 0000000000000000000000000000000000000000..731a820b204ccf534e5d14e992c1e16ceadaadef --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/6/tensorboard/focusConvMSE_150_hyperparameter_search/events.out.tfevents.1652257206.908803db74d8.1.12 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:14a1f8186890c895ed3d676b8e3856a90d9d0b37c1bd47e8be9ab12f447e890f +size 36796 diff --git 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a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/6/tensorboard/focusConvMSE_150_hyperparameter_search/hparams.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/6/tensorboard/focusConvMSE_150_hyperparameter_search/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..80e61f6b57d188345f70758a4277d42372ecb6eb --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/6/tensorboard/focusConvMSE_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,54 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 3 + conv1_channels: 9 + conv2_size: 7 + conv2_channels: 6 + lin1_size: 32 + lin2_size: 72 + output_size: 1 + lr: 0.001064192337121208 + 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: 216201 +model/params/trainable: 216201 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/7/.hydra/config.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/7/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..90387ffbf4455c4a2a416747f4d4166c84bf1026 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/7/.hydra/config.yaml @@ -0,0 +1,81 @@ +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: focusConvMSE_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_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 3 + conv1_channels: 9 + conv2_size: 5 + conv2_channels: 6 + lin1_size: 128 + lin2_size: 72 + output_size: 1 + lr: 0.004170663508508136 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/7/.hydra/hydra.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/7/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..927c7b13ee4240175799d01317df35791c4718dd --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/7/.hydra/hydra.yaml @@ -0,0 +1,240 @@ +hydra: + run: + dir: logs/experiments/runs/${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: focusConvMSE_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: 0.01 + model.conv1_size: + type: categorical + choices: + - 3 + - 5 + - 7 + model.conv1_channels: + type: categorical + choices: + - 3 + - 6 + - 9 + model.conv2_size: + type: categorical + choices: + - 3 + - 5 + - 7 + model.conv2_channels: + type: categorical + choices: + - 6 + - 11 + - 16 + model.lin1_size: + type: categorical + choices: + - 32 + - 72 + - 128 + model.lin2_size: + type: categorical + choices: + - 32 + - 72 + - 128 + 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=0.004170663508508136 + - model.conv1_size=3 + - model.conv1_channels=9 + - model.conv2_size=5 + - model.conv2_channels=6 + - model.lin1_size=128 + - model.lin2_size=72 + - hparams_search=focusConvMSE_150.yaml + job: + name: train + override_dirname: datamodule.batch_size=64,hparams_search=focusConvMSE_150.yaml,model.conv1_channels=9,model.conv1_size=3,model.conv2_channels=6,model.conv2_size=5,model.lin1_size=128,model.lin2_size=72,model.lr=0.004170663508508136 + 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: focusConvMSE_150.yaml + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focusConv_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/7/.hydra/overrides.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/7/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..c743b6230e88eca7c5b0ae051ee406fe21fdfc5d --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/7/.hydra/overrides.yaml @@ -0,0 +1,9 @@ +- datamodule.batch_size=64 +- model.lr=0.004170663508508136 +- model.conv1_size=3 +- model.conv1_channels=9 +- model.conv2_size=5 +- model.conv2_channels=6 +- model.lin1_size=128 +- model.lin2_size=72 +- hparams_search=focusConvMSE_150.yaml diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/7/checkpoints/epoch_081.ckpt b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/7/checkpoints/epoch_081.ckpt new file mode 100644 index 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diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/7/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/7/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..5b5ff0d2cae1cf137f8ec3c893ed7d6103dca780 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/7/csv/version_0/hparams.yaml @@ -0,0 +1,54 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 3 + conv1_channels: 9 + conv2_size: 5 + conv2_channels: 6 + lin1_size: 128 + lin2_size: 72 + output_size: 1 + lr: 0.004170663508508136 + 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: 850473 +model/params/trainable: 850473 +model/params/non_trainable: 0 diff --git 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0000000000000000000000000000000000000000..5b5ff0d2cae1cf137f8ec3c893ed7d6103dca780 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/7/tensorboard/focusConvMSE_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,54 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 3 + conv1_channels: 9 + conv2_size: 5 + conv2_channels: 6 + lin1_size: 128 + lin2_size: 72 + output_size: 1 + lr: 0.004170663508508136 + 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: 850473 +model/params/trainable: 850473 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/8/.hydra/config.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/8/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..efb38ffa11f7224caf4b9a14d1da93bc9b8e8c15 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/8/.hydra/config.yaml @@ -0,0 +1,81 @@ +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: focusConvMSE_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_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 5 + conv1_channels: 9 + conv2_size: 5 + conv2_channels: 16 + lin1_size: 128 + lin2_size: 72 + output_size: 1 + lr: 0.00894193067293627 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/8/.hydra/hydra.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/8/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..5ec7601a2e73548e6e15bcfe1cbbd2a622f4ae1c --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/8/.hydra/hydra.yaml @@ -0,0 +1,240 @@ +hydra: + run: + dir: logs/experiments/runs/${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: focusConvMSE_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: 0.01 + model.conv1_size: + type: categorical + choices: + - 3 + - 5 + - 7 + model.conv1_channels: + type: categorical + choices: + - 3 + - 6 + - 9 + model.conv2_size: + type: categorical + choices: + - 3 + - 5 + - 7 + model.conv2_channels: + type: categorical + choices: + - 6 + - 11 + - 16 + model.lin1_size: + type: categorical + choices: + - 32 + - 72 + - 128 + model.lin2_size: + type: categorical + choices: + - 32 + - 72 + - 128 + 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=0.00894193067293627 + - model.conv1_size=5 + - model.conv1_channels=9 + - model.conv2_size=5 + - model.conv2_channels=16 + - model.lin1_size=128 + - model.lin2_size=72 + - hparams_search=focusConvMSE_150.yaml + job: + name: train + override_dirname: datamodule.batch_size=128,hparams_search=focusConvMSE_150.yaml,model.conv1_channels=9,model.conv1_size=5,model.conv2_channels=16,model.conv2_size=5,model.lin1_size=128,model.lin2_size=72,model.lr=0.00894193067293627 + 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: focusConvMSE_150.yaml + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focusConv_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/8/.hydra/overrides.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/8/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..f76fdc8eebbb5a303322c97df2cbf36e7833ad91 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/8/.hydra/overrides.yaml @@ -0,0 +1,9 @@ +- datamodule.batch_size=128 +- model.lr=0.00894193067293627 +- model.conv1_size=5 +- model.conv1_channels=9 +- model.conv2_size=5 +- model.conv2_channels=16 +- model.lin1_size=128 +- model.lin2_size=72 +- hparams_search=focusConvMSE_150.yaml diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/8/checkpoints/epoch_015.ckpt b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/8/checkpoints/epoch_015.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..4ad5399e28ac46143d26a99f4e7182fa43d6693b --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/8/checkpoints/epoch_015.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b18c44048206f1b07ace0e37de99141935fd6baad820431d845a6f8e9cc292b1 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a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/8/tensorboard/focusConvMSE_150_hyperparameter_search/hparams.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/8/tensorboard/focusConvMSE_150_hyperparameter_search/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..65a122ed0d7bddea693c65b523164b2b7a7e7b39 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/8/tensorboard/focusConvMSE_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,54 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 5 + conv1_channels: 9 + conv2_size: 5 + conv2_channels: 16 + lin1_size: 128 + lin2_size: 72 + output_size: 1 + lr: 0.00894193067293627 + 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: 2119005 +model/params/trainable: 2119005 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/9/.hydra/config.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/9/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..b17045115233da716f3cad324b0d6e859ae96f16 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/9/.hydra/config.yaml @@ -0,0 +1,81 @@ +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: focusConvMSE_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_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 7 + conv1_channels: 9 + conv2_size: 7 + conv2_channels: 16 + lin1_size: 128 + lin2_size: 72 + output_size: 1 + lr: 0.007962589982768694 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/9/.hydra/hydra.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/9/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..fa2e4899c96ba1d517c4cee03f76f4fb5e97b830 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/9/.hydra/hydra.yaml @@ -0,0 +1,240 @@ +hydra: + run: + dir: logs/experiments/runs/${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: focusConvMSE_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: 0.01 + model.conv1_size: + type: categorical + choices: + - 3 + - 5 + - 7 + model.conv1_channels: + type: categorical + choices: + - 3 + - 6 + - 9 + model.conv2_size: + type: categorical + choices: + - 3 + - 5 + - 7 + model.conv2_channels: + type: categorical + choices: + - 6 + - 11 + - 16 + model.lin1_size: + type: categorical + choices: + - 32 + - 72 + - 128 + model.lin2_size: + type: categorical + choices: + - 32 + - 72 + - 128 + 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=0.007962589982768694 + - model.conv1_size=7 + - model.conv1_channels=9 + - model.conv2_size=7 + - model.conv2_channels=16 + - model.lin1_size=128 + - model.lin2_size=72 + - hparams_search=focusConvMSE_150.yaml + job: + name: train + override_dirname: datamodule.batch_size=128,hparams_search=focusConvMSE_150.yaml,model.conv1_channels=9,model.conv1_size=7,model.conv2_channels=16,model.conv2_size=7,model.lin1_size=128,model.lin2_size=72,model.lr=0.007962589982768694 + 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: focusConvMSE_150.yaml + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focusConv_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/9/.hydra/overrides.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/9/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..74b19507f15582acc1fa5ccf2a48bcbc0c47164c --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/9/.hydra/overrides.yaml @@ -0,0 +1,9 @@ +- datamodule.batch_size=128 +- model.lr=0.007962589982768694 +- model.conv1_size=7 +- model.conv1_channels=9 +- model.conv2_size=7 +- model.conv2_channels=16 +- model.lin1_size=128 +- model.lin2_size=72 +- hparams_search=focusConvMSE_150.yaml diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/9/checkpoints/epoch_040.ckpt b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/9/checkpoints/epoch_040.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..57a6e30b6a36ae94353f5b26d04ea235385bcb94 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/9/checkpoints/epoch_040.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:551874ca19784c13878a1380ff74a0eb364293f611862f1a0d1c863b928ff250 +size 25448773 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/9/checkpoints/last.ckpt b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/9/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..b79c9709c4fe8e641cc8c6dff4c4c334e84f95e0 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/9/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:427c6c9238c1473931b6297f89590dfb3c40b44d49d677384e36729fbac741bf +size 25448773 diff --git a/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/9/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/9/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..a38e543844c8be3b8656c44376d9c85875234a26 --- /dev/null +++ b/logs/experiments/multiruns/focusConvMSE_150_hyperparameter_search/2022-05-11_07-59-42/9/csv/version_0/hparams.yaml @@ -0,0 +1,54 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 7 + conv1_channels: 9 + conv2_size: 7 + conv2_channels: 16 + lin1_size: 128 + lin2_size: 72 + output_size: 1 + lr: 0.007962589982768694 + 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: 2119653 +model/params/trainable: 2119653 +model/params/non_trainable: 0 diff --git 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No newline at end of file diff --git a/logs/mlflow/mlruns/8/4ce7f1f7b2814a85b4ed57895759ce35/params/callbacks/model_checkpoint/mode b/logs/mlflow/mlruns/8/4ce7f1f7b2814a85b4ed57895759ce35/params/callbacks/model_checkpoint/mode new file mode 100644 index 0000000000000000000000000000000000000000..5e8bc13c8f96ac2839228b82df8d777025967134 --- /dev/null +++ b/logs/mlflow/mlruns/8/4ce7f1f7b2814a85b4ed57895759ce35/params/callbacks/model_checkpoint/mode @@ -0,0 +1 @@ +min \ No newline at end of file diff --git a/logs/mlflow/mlruns/8/4ce7f1f7b2814a85b4ed57895759ce35/params/callbacks/model_checkpoint/monitor b/logs/mlflow/mlruns/8/4ce7f1f7b2814a85b4ed57895759ce35/params/callbacks/model_checkpoint/monitor new file mode 100644 index 0000000000000000000000000000000000000000..124fae9ca472dccb8951663f7c53de5830ab2eb1 --- /dev/null +++ b/logs/mlflow/mlruns/8/4ce7f1f7b2814a85b4ed57895759ce35/params/callbacks/model_checkpoint/monitor @@ -0,0 +1 @@ +val/mae \ No newline at end of file diff --git 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a/logs/mlflow/mlruns/8/4ce7f1f7b2814a85b4ed57895759ce35/params/datamodule/csv_test_file b/logs/mlflow/mlruns/8/4ce7f1f7b2814a85b4ed57895759ce35/params/datamodule/csv_test_file new file mode 100644 index 0000000000000000000000000000000000000000..69910129138d6d6714086863ffa853b10503abc6 --- /dev/null +++ b/logs/mlflow/mlruns/8/4ce7f1f7b2814a85b4ed57895759ce35/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/8/4ce7f1f7b2814a85b4ed57895759ce35/params/datamodule/csv_train_file b/logs/mlflow/mlruns/8/4ce7f1f7b2814a85b4ed57895759ce35/params/datamodule/csv_train_file new file mode 100644 index 0000000000000000000000000000000000000000..6a397043cbb33603a2180ffea75f9c81916274ec --- /dev/null +++ b/logs/mlflow/mlruns/8/4ce7f1f7b2814a85b4ed57895759ce35/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/8/4ce7f1f7b2814a85b4ed57895759ce35/params/datamodule/csv_val_file b/logs/mlflow/mlruns/8/4ce7f1f7b2814a85b4ed57895759ce35/params/datamodule/csv_val_file new file mode 100644 index 0000000000000000000000000000000000000000..2a4ead115d4267a7d21708c8c9bb5c051bf4d3d4 --- /dev/null +++ b/logs/mlflow/mlruns/8/4ce7f1f7b2814a85b4ed57895759ce35/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/8/4ce7f1f7b2814a85b4ed57895759ce35/params/datamodule/data_dir b/logs/mlflow/mlruns/8/4ce7f1f7b2814a85b4ed57895759ce35/params/datamodule/data_dir new file mode 100644 index 0000000000000000000000000000000000000000..b815b619ac8a58b21b05404aa1ebc935578e6539 --- /dev/null +++ b/logs/mlflow/mlruns/8/4ce7f1f7b2814a85b4ed57895759ce35/params/datamodule/data_dir @@ -0,0 +1 @@ +/usr/src/app/data/focus150 \ No newline at end of file diff --git a/logs/mlflow/mlruns/8/4ce7f1f7b2814a85b4ed57895759ce35/params/datamodule/num_workers b/logs/mlflow/mlruns/8/4ce7f1f7b2814a85b4ed57895759ce35/params/datamodule/num_workers new file mode 100644 index 0000000000000000000000000000000000000000..c227083464fb9af8955c90d2924774ee50abb547 --- /dev/null +++ b/logs/mlflow/mlruns/8/4ce7f1f7b2814a85b4ed57895759ce35/params/datamodule/num_workers @@ -0,0 +1 @@ +0 \ No newline at end of file diff --git a/logs/mlflow/mlruns/8/4ce7f1f7b2814a85b4ed57895759ce35/params/datamodule/pin_memory b/logs/mlflow/mlruns/8/4ce7f1f7b2814a85b4ed57895759ce35/params/datamodule/pin_memory new file mode 100644 index 0000000000000000000000000000000000000000..c1f22fbc23bb6ee67824843d6685826db10313d3 --- /dev/null +++ b/logs/mlflow/mlruns/8/4ce7f1f7b2814a85b4ed57895759ce35/params/datamodule/pin_memory @@ -0,0 +1 @@ +False \ No newline at end of file diff --git a/logs/mlflow/mlruns/8/4ce7f1f7b2814a85b4ed57895759ce35/params/model/_target_ 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a/logs/mlflow/mlruns/8/bf1f6331137042a385247c517b654152/params/datamodule/csv_test_file b/logs/mlflow/mlruns/8/bf1f6331137042a385247c517b654152/params/datamodule/csv_test_file new file mode 100644 index 0000000000000000000000000000000000000000..69910129138d6d6714086863ffa853b10503abc6 --- /dev/null +++ b/logs/mlflow/mlruns/8/bf1f6331137042a385247c517b654152/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/8/bf1f6331137042a385247c517b654152/params/datamodule/csv_train_file b/logs/mlflow/mlruns/8/bf1f6331137042a385247c517b654152/params/datamodule/csv_train_file new file mode 100644 index 0000000000000000000000000000000000000000..6a397043cbb33603a2180ffea75f9c81916274ec --- /dev/null +++ b/logs/mlflow/mlruns/8/bf1f6331137042a385247c517b654152/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/8/bf1f6331137042a385247c517b654152/params/datamodule/csv_val_file b/logs/mlflow/mlruns/8/bf1f6331137042a385247c517b654152/params/datamodule/csv_val_file new file mode 100644 index 0000000000000000000000000000000000000000..2a4ead115d4267a7d21708c8c9bb5c051bf4d3d4 --- /dev/null +++ b/logs/mlflow/mlruns/8/bf1f6331137042a385247c517b654152/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/8/bf1f6331137042a385247c517b654152/params/datamodule/data_dir b/logs/mlflow/mlruns/8/bf1f6331137042a385247c517b654152/params/datamodule/data_dir new file mode 100644 index 0000000000000000000000000000000000000000..b815b619ac8a58b21b05404aa1ebc935578e6539 --- /dev/null +++ b/logs/mlflow/mlruns/8/bf1f6331137042a385247c517b654152/params/datamodule/data_dir @@ -0,0 +1 @@ +/usr/src/app/data/focus150 \ No newline at end of file diff --git a/logs/mlflow/mlruns/8/bf1f6331137042a385247c517b654152/params/datamodule/num_workers b/logs/mlflow/mlruns/8/bf1f6331137042a385247c517b654152/params/datamodule/num_workers new file mode 100644 index 0000000000000000000000000000000000000000..c227083464fb9af8955c90d2924774ee50abb547 --- /dev/null +++ b/logs/mlflow/mlruns/8/bf1f6331137042a385247c517b654152/params/datamodule/num_workers @@ -0,0 +1 @@ +0 \ No newline at end of file diff --git a/logs/mlflow/mlruns/8/bf1f6331137042a385247c517b654152/params/datamodule/pin_memory b/logs/mlflow/mlruns/8/bf1f6331137042a385247c517b654152/params/datamodule/pin_memory new file mode 100644 index 0000000000000000000000000000000000000000..c1f22fbc23bb6ee67824843d6685826db10313d3 --- /dev/null +++ b/logs/mlflow/mlruns/8/bf1f6331137042a385247c517b654152/params/datamodule/pin_memory @@ -0,0 +1 @@ +False \ No newline at end of file diff --git a/logs/mlflow/mlruns/8/bf1f6331137042a385247c517b654152/params/model/_target_ 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a/logs/mlflow/mlruns/8/bf1f6331137042a385247c517b654152/params/trainer/_target_ b/logs/mlflow/mlruns/8/bf1f6331137042a385247c517b654152/params/trainer/_target_ new file mode 100644 index 0000000000000000000000000000000000000000..6b23728d56f799f2fedf10e2776b353c78e47498 --- /dev/null +++ b/logs/mlflow/mlruns/8/bf1f6331137042a385247c517b654152/params/trainer/_target_ @@ -0,0 +1 @@ +pytorch_lightning.Trainer \ No newline at end of file diff --git a/logs/mlflow/mlruns/8/bf1f6331137042a385247c517b654152/params/trainer/gpus b/logs/mlflow/mlruns/8/bf1f6331137042a385247c517b654152/params/trainer/gpus new file mode 100644 index 0000000000000000000000000000000000000000..56a6051ca2b02b04ef92d5150c9ef600403cb1de --- /dev/null +++ b/logs/mlflow/mlruns/8/bf1f6331137042a385247c517b654152/params/trainer/gpus @@ -0,0 +1 @@ +1 \ No newline at end of file diff --git a/logs/mlflow/mlruns/8/bf1f6331137042a385247c517b654152/params/trainer/max_epochs 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a/logs/mlflow/mlruns/8/d92a558e7303496cb87f2306e003080a/params/datamodule/csv_test_file b/logs/mlflow/mlruns/8/d92a558e7303496cb87f2306e003080a/params/datamodule/csv_test_file new file mode 100644 index 0000000000000000000000000000000000000000..69910129138d6d6714086863ffa853b10503abc6 --- /dev/null +++ b/logs/mlflow/mlruns/8/d92a558e7303496cb87f2306e003080a/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/8/d92a558e7303496cb87f2306e003080a/params/datamodule/csv_train_file b/logs/mlflow/mlruns/8/d92a558e7303496cb87f2306e003080a/params/datamodule/csv_train_file new file mode 100644 index 0000000000000000000000000000000000000000..6a397043cbb33603a2180ffea75f9c81916274ec --- /dev/null +++ b/logs/mlflow/mlruns/8/d92a558e7303496cb87f2306e003080a/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/8/d92a558e7303496cb87f2306e003080a/params/datamodule/csv_val_file b/logs/mlflow/mlruns/8/d92a558e7303496cb87f2306e003080a/params/datamodule/csv_val_file new file mode 100644 index 0000000000000000000000000000000000000000..2a4ead115d4267a7d21708c8c9bb5c051bf4d3d4 --- /dev/null +++ b/logs/mlflow/mlruns/8/d92a558e7303496cb87f2306e003080a/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/8/d92a558e7303496cb87f2306e003080a/params/datamodule/data_dir b/logs/mlflow/mlruns/8/d92a558e7303496cb87f2306e003080a/params/datamodule/data_dir new file mode 100644 index 0000000000000000000000000000000000000000..b815b619ac8a58b21b05404aa1ebc935578e6539 --- /dev/null +++ b/logs/mlflow/mlruns/8/d92a558e7303496cb87f2306e003080a/params/datamodule/data_dir @@ -0,0 +1 @@ +/usr/src/app/data/focus150 \ No newline at end of file diff --git a/logs/mlflow/mlruns/8/d92a558e7303496cb87f2306e003080a/params/datamodule/num_workers b/logs/mlflow/mlruns/8/d92a558e7303496cb87f2306e003080a/params/datamodule/num_workers new file mode 100644 index 0000000000000000000000000000000000000000..c227083464fb9af8955c90d2924774ee50abb547 --- /dev/null +++ b/logs/mlflow/mlruns/8/d92a558e7303496cb87f2306e003080a/params/datamodule/num_workers @@ -0,0 +1 @@ +0 \ No newline at end of file diff --git a/logs/mlflow/mlruns/8/d92a558e7303496cb87f2306e003080a/params/datamodule/pin_memory b/logs/mlflow/mlruns/8/d92a558e7303496cb87f2306e003080a/params/datamodule/pin_memory new file mode 100644 index 0000000000000000000000000000000000000000..c1f22fbc23bb6ee67824843d6685826db10313d3 --- /dev/null +++ b/logs/mlflow/mlruns/8/d92a558e7303496cb87f2306e003080a/params/datamodule/pin_memory @@ -0,0 +1 @@ +False \ No newline at end of file diff --git a/logs/mlflow/mlruns/8/d92a558e7303496cb87f2306e003080a/params/model/_target_ 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a/logs/mlflow/mlruns/8/d92a558e7303496cb87f2306e003080a/params/trainer/_target_ b/logs/mlflow/mlruns/8/d92a558e7303496cb87f2306e003080a/params/trainer/_target_ new file mode 100644 index 0000000000000000000000000000000000000000..6b23728d56f799f2fedf10e2776b353c78e47498 --- /dev/null +++ b/logs/mlflow/mlruns/8/d92a558e7303496cb87f2306e003080a/params/trainer/_target_ @@ -0,0 +1 @@ +pytorch_lightning.Trainer \ No newline at end of file diff --git a/logs/mlflow/mlruns/8/d92a558e7303496cb87f2306e003080a/params/trainer/gpus b/logs/mlflow/mlruns/8/d92a558e7303496cb87f2306e003080a/params/trainer/gpus new file mode 100644 index 0000000000000000000000000000000000000000..56a6051ca2b02b04ef92d5150c9ef600403cb1de --- /dev/null +++ b/logs/mlflow/mlruns/8/d92a558e7303496cb87f2306e003080a/params/trainer/gpus @@ -0,0 +1 @@ +1 \ No newline at end of file diff --git a/logs/mlflow/mlruns/8/d92a558e7303496cb87f2306e003080a/params/trainer/max_epochs 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b/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/datamodule/csv_val_file new file mode 100644 index 0000000000000000000000000000000000000000..2a4ead115d4267a7d21708c8c9bb5c051bf4d3d4 --- /dev/null +++ b/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/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/8/e3dc6eceeb3f4147961210563022418e/params/datamodule/data_dir b/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/datamodule/data_dir new file mode 100644 index 0000000000000000000000000000000000000000..b815b619ac8a58b21b05404aa1ebc935578e6539 --- /dev/null +++ b/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/datamodule/data_dir @@ -0,0 +1 @@ +/usr/src/app/data/focus150 \ No newline at end of file diff --git a/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/datamodule/num_workers 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+++ b/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/model/conv1_size @@ -0,0 +1 @@ +7 \ No newline at end of file diff --git a/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/model/conv2_channels b/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/model/conv2_channels new file mode 100644 index 0000000000000000000000000000000000000000..19c7bdba7b1e9bfe80365a50420a6d538ca503c3 --- /dev/null +++ b/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/model/conv2_channels @@ -0,0 +1 @@ +16 \ No newline at end of file diff --git a/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/model/conv2_size b/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/model/conv2_size new file mode 100644 index 0000000000000000000000000000000000000000..c7930257dfef505fd996e1d6f22f2f35149990d0 --- /dev/null +++ b/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/model/conv2_size @@ -0,0 +1 @@ +7 \ No newline at end of file diff --git a/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/model/image_size b/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/model/image_size new file mode 100644 index 0000000000000000000000000000000000000000..4701cc793111aafe3a1e6f48d82e5b8c8a38943e --- /dev/null +++ b/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/model/image_size @@ -0,0 +1 @@ +150 \ No newline at end of file diff --git a/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/model/lin1_size b/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/model/lin1_size new file mode 100644 index 0000000000000000000000000000000000000000..b854a292176003137b48b2f2eb6267c6c3085c9b --- /dev/null +++ b/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/model/lin1_size @@ -0,0 +1 @@ +128 \ No newline at end of file diff --git a/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/model/lin2_size 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0000000000000000000000000000000000000000..56a6051ca2b02b04ef92d5150c9ef600403cb1de --- /dev/null +++ b/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/model/output_size @@ -0,0 +1 @@ +1 \ No newline at end of file diff --git a/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/model/params/non_trainable b/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/model/params/non_trainable new file mode 100644 index 0000000000000000000000000000000000000000..c227083464fb9af8955c90d2924774ee50abb547 --- /dev/null +++ b/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/model/params/non_trainable @@ -0,0 +1 @@ +0 \ No newline at end of file diff --git a/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/model/params/total b/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/model/params/total new file mode 100644 index 0000000000000000000000000000000000000000..4cbb4562efb50a30af0d2d3fe4ed94a353637de6 --- /dev/null +++ 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file diff --git a/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/model/weight_decay b/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/model/weight_decay new file mode 100644 index 0000000000000000000000000000000000000000..752f26d69b0a2d03af05585d38e9e9cdd94d78ea --- /dev/null +++ b/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/model/weight_decay @@ -0,0 +1 @@ +0.0005 \ No newline at end of file diff --git a/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/seed b/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/seed new file mode 100644 index 0000000000000000000000000000000000000000..4af18322e32f3dd19579c80e26e4a306ad11e049 --- /dev/null +++ b/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/seed @@ -0,0 +1 @@ +None \ No newline at end of file diff --git a/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/trainer/_target_ b/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/trainer/_target_ new file mode 100644 index 0000000000000000000000000000000000000000..6b23728d56f799f2fedf10e2776b353c78e47498 --- /dev/null +++ b/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/trainer/_target_ @@ -0,0 +1 @@ +pytorch_lightning.Trainer \ No newline at end of file diff --git a/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/trainer/gpus b/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/trainer/gpus new file mode 100644 index 0000000000000000000000000000000000000000..56a6051ca2b02b04ef92d5150c9ef600403cb1de --- /dev/null +++ b/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/trainer/gpus @@ -0,0 +1 @@ +1 \ No newline at end of file diff --git a/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/trainer/max_epochs b/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/trainer/max_epochs new file mode 100644 index 0000000000000000000000000000000000000000..105d7d9ad3afc7bb78a0dec4d829880831605dfb --- /dev/null +++ b/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/trainer/max_epochs @@ -0,0 +1 @@ +100 \ No newline at end of file diff --git a/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/trainer/min_epochs b/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/trainer/min_epochs new file mode 100644 index 0000000000000000000000000000000000000000..56a6051ca2b02b04ef92d5150c9ef600403cb1de --- /dev/null +++ b/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/trainer/min_epochs @@ -0,0 +1 @@ +1 \ No newline at end of file diff --git a/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/trainer/resume_from_checkpoint b/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/trainer/resume_from_checkpoint new file mode 100644 index 0000000000000000000000000000000000000000..4af18322e32f3dd19579c80e26e4a306ad11e049 --- /dev/null +++ b/logs/mlflow/mlruns/8/e3dc6eceeb3f4147961210563022418e/params/trainer/resume_from_checkpoint @@ -0,0 +1 @@ +None \ No newline at end of file diff --git a/logs/mlflow/mlruns/8/meta.yaml b/logs/mlflow/mlruns/8/meta.yaml new file mode 100644 index 0000000000000000000000000000000000000000..03bcffe5b007c6cd0ba7f293b15ad2fe4652fe02 --- /dev/null +++ b/logs/mlflow/mlruns/8/meta.yaml @@ -0,0 +1,4 @@ +artifact_location: /usr/src/app/logs/mlflow/mlruns/8 +experiment_id: '8' +lifecycle_stage: active +name: focusConvMSE_150_hyperparameter_search