diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/0/.hydra/config.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/0/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..de1f39537b4af8839abd0d3761676fe8ce0ef413 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/0/.hydra/config.yaml @@ -0,0 +1,75 @@ +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: focusResNet_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 + augmentation: true +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet101 + pretrained: true + lr: 0.0026552693050938504 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/0/.hydra/hydra.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/0/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..1257b3971ab7ca35a736e76f75382fa72cd9a9d3 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/0/.hydra/hydra.yaml @@ -0,0 +1,208 @@ +hydra: + run: + dir: logs/experiments/runs/${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: focusResNet_150_hyperparameter + n_trials: 20 + n_jobs: 1 + search_space: + model.pretrained: + type: categorical + choices: + - true + - false + model.lr: + type: float + low: 0.001 + high: 0.01 + model.resnet_type: + type: categorical + choices: + - resnet18 + - resnet34 + - resnet50 + - resnet101 + - resnext50_32x4d + - wide_resnet50_2 + 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: + - model.pretrained=True + - model.lr=0.0026552693050938504 + - model.resnet_type=resnet101 + - hparams_search=focusResNetMSE_150 + job: + name: train + override_dirname: hparams_search=focusResNetMSE_150,model.lr=0.0026552693050938504,model.pretrained=True,model.resnet_type=resnet101 + id: '0' + num: 0 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.1 + cwd: /usr/src/app + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /usr/src/app/configs + schema: file + provider: main + - path: hydra_plugins.hydra_colorlog.conf + schema: pkg + provider: hydra-colorlog + - path: '' + schema: structured + provider: schema + choices: + local: default.yaml + hparams_search: focusResNetMSE_150 + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focusResNet_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/0/.hydra/overrides.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/0/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..ec1a74ffd0f6e538fe5b7ee22b7938859425545f --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/0/.hydra/overrides.yaml @@ -0,0 +1,4 @@ +- model.pretrained=True +- model.lr=0.0026552693050938504 +- model.resnet_type=resnet101 +- hparams_search=focusResNetMSE_150 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/0/checkpoints/epoch_067.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/0/checkpoints/epoch_067.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..84f1064ca79120eb59253d635297d2cb4b77a7dc --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/0/checkpoints/epoch_067.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:66c2bdc80b1174056ed16e8ac66446f49b1bfd8f9647be1e62cc78bd3d913fd3 +size 510854961 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/0/checkpoints/last.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/0/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..9d6996814c8dc69bccbad4a5bc8f296727e7664d --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/0/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8479947736002b8eac4b0487897394909ccaca4f1c6cda2dab64bc2a31fad320 +size 510854961 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/0/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/0/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..ed60b450a6bda0015070160e56850eac4b78a018 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/0/csv/version_0/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet101 + pretrained: true + lr: 0.0026552693050938504 + 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 + augmentation: true +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: 42502209 +model/params/trainable: 42502209 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/0/csv/version_0/metrics.csv b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/0/csv/version_0/metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..85237af6e73b6ee48d874cd1a0c341b2bf1e6e81 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/0/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 +0.017548849806189537,0.07753198593854904,0.07753198593854904,0,47,,,, +,,,0,47,0.913092315196991,0.22040700912475586,, +0.00045131900697015226,0.017625484615564346,0.017625484615564346,1,95,,,, +,,,1,95,0.0005391014856286347,0.01852802187204361,, 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b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/0/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..ed60b450a6bda0015070160e56850eac4b78a018 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/0/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet101 + pretrained: true + lr: 0.0026552693050938504 + 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 + augmentation: true +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: 42502209 +model/params/trainable: 42502209 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/1/.hydra/config.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/1/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..9927063d9e8e0b1c3de09d48b428291384546d2a --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/1/.hydra/config.yaml @@ -0,0 +1,75 @@ +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: focusResNet_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 + augmentation: true +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: wide_resnet50_2 + pretrained: false + lr: 0.009651760624655392 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/1/.hydra/hydra.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/1/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..0be995499250b071655b05eb415d54969a4ce639 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/1/.hydra/hydra.yaml @@ -0,0 +1,208 @@ +hydra: + run: + dir: logs/experiments/runs/${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: focusResNet_150_hyperparameter + n_trials: 20 + n_jobs: 1 + search_space: + model.pretrained: + type: categorical + choices: + - true + - false + model.lr: + type: float + low: 0.001 + high: 0.01 + model.resnet_type: + type: categorical + choices: + - resnet18 + - resnet34 + - resnet50 + - resnet101 + - resnext50_32x4d + - wide_resnet50_2 + 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: + - model.pretrained=False + - model.lr=0.009651760624655392 + - model.resnet_type=wide_resnet50_2 + - hparams_search=focusResNetMSE_150 + job: + name: train + override_dirname: hparams_search=focusResNetMSE_150,model.lr=0.009651760624655392,model.pretrained=False,model.resnet_type=wide_resnet50_2 + id: '1' + num: 1 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.1 + cwd: /usr/src/app + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /usr/src/app/configs + schema: file + provider: main + - path: hydra_plugins.hydra_colorlog.conf + schema: pkg + provider: hydra-colorlog + - path: '' + schema: structured + provider: schema + choices: + local: default.yaml + hparams_search: focusResNetMSE_150 + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focusResNet_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/1/.hydra/overrides.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/1/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..a4011d40e48fa025638368bc907ebe6a329a1349 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/1/.hydra/overrides.yaml @@ -0,0 +1,4 @@ +- model.pretrained=False +- model.lr=0.009651760624655392 +- model.resnet_type=wide_resnet50_2 +- hparams_search=focusResNetMSE_150 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/1/checkpoints/epoch_094.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/1/checkpoints/epoch_094.ckpt new file 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+size 802517241 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/1/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/1/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..df5a270f3b529eb771df7c09ef8dae3253a964f1 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/1/csv/version_0/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: wide_resnet50_2 + pretrained: false + lr: 0.009651760624655392 + 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 + augmentation: true +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: 66836289 +model/params/trainable: 66836289 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/1/csv/version_0/metrics.csv 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0000000000000000000000000000000000000000..df5a270f3b529eb771df7c09ef8dae3253a964f1 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/1/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: wide_resnet50_2 + pretrained: false + lr: 0.009651760624655392 + 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 + augmentation: true +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: 66836289 +model/params/trainable: 66836289 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/10/.hydra/config.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/10/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..e01789bcf2e076c0082c4f736ceabc9e69133c73 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/10/.hydra/config.yaml @@ -0,0 +1,75 @@ +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: focusResNet_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 + augmentation: true +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet101 + pretrained: true + lr: 0.0020232248007601133 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/10/.hydra/hydra.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/10/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..a2a118ac9d55ba53410c5660238b271969b10f78 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/10/.hydra/hydra.yaml @@ -0,0 +1,208 @@ +hydra: + run: + dir: logs/experiments/runs/${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: focusResNet_150_hyperparameter + n_trials: 20 + n_jobs: 1 + search_space: + model.pretrained: + type: categorical + choices: + - true + - false + model.lr: + type: float + low: 0.001 + high: 0.01 + model.resnet_type: + type: categorical + choices: + - resnet18 + - resnet34 + - resnet50 + - resnet101 + - resnext50_32x4d + - wide_resnet50_2 + 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: + - model.pretrained=True + - model.lr=0.0020232248007601133 + - model.resnet_type=resnet101 + - hparams_search=focusResNetMSE_150 + job: + name: train + override_dirname: hparams_search=focusResNetMSE_150,model.lr=0.0020232248007601133,model.pretrained=True,model.resnet_type=resnet101 + id: '10' + num: 10 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.1 + cwd: /usr/src/app + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /usr/src/app/configs + schema: file + provider: main + - path: hydra_plugins.hydra_colorlog.conf + schema: pkg + provider: hydra-colorlog + - path: '' + schema: structured + provider: schema + choices: + local: default.yaml + hparams_search: focusResNetMSE_150 + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focusResNet_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/10/.hydra/overrides.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/10/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..a794342e32e732511058be05c0314a29102ffda7 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/10/.hydra/overrides.yaml @@ -0,0 +1,4 @@ +- model.pretrained=True +- model.lr=0.0020232248007601133 +- model.resnet_type=resnet101 +- hparams_search=focusResNetMSE_150 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/10/checkpoints/epoch_048.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/10/checkpoints/epoch_048.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..dd8f0decc5eced3327a31032a1769054524d0ca5 --- /dev/null +++ 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a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/10/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/10/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..46a196479bb648f6ac4a8e0b6731107e40b06400 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/10/csv/version_0/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet101 + pretrained: true + lr: 0.0020232248007601133 + 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: 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gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet101 + pretrained: true + lr: 0.0020232248007601133 + 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 + augmentation: true +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: 42502209 +model/params/trainable: 42502209 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/11/.hydra/config.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/11/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..a26a5c70da8f8a35a21aed37b7b8b9753ca9b3e1 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/11/.hydra/config.yaml @@ -0,0 +1,75 @@ +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: focusResNet_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 + augmentation: true +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet101 + pretrained: true + lr: 0.0011421622790039666 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/11/.hydra/hydra.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/11/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..30f6b29f991331194dc2210b6bb3e1ecb8b3717f --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/11/.hydra/hydra.yaml @@ -0,0 +1,208 @@ +hydra: + run: + dir: logs/experiments/runs/${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: focusResNet_150_hyperparameter + n_trials: 20 + n_jobs: 1 + search_space: + model.pretrained: + type: categorical + choices: + - true + - false + model.lr: + type: float + low: 0.001 + high: 0.01 + model.resnet_type: + type: categorical + choices: + - resnet18 + - resnet34 + - resnet50 + - resnet101 + - resnext50_32x4d + - wide_resnet50_2 + 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: + - model.pretrained=True + - model.lr=0.0011421622790039666 + - model.resnet_type=resnet101 + - hparams_search=focusResNetMSE_150 + job: + name: train + override_dirname: hparams_search=focusResNetMSE_150,model.lr=0.0011421622790039666,model.pretrained=True,model.resnet_type=resnet101 + id: '11' + num: 11 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.1 + cwd: /usr/src/app + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /usr/src/app/configs + schema: file + provider: main + - path: hydra_plugins.hydra_colorlog.conf + schema: pkg + provider: hydra-colorlog + - path: '' + schema: structured + provider: schema + choices: + local: default.yaml + hparams_search: focusResNetMSE_150 + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focusResNet_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/11/.hydra/overrides.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/11/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..e485622a27d7865a0b7099ff0e14fff716a54257 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/11/.hydra/overrides.yaml @@ -0,0 +1,4 @@ +- model.pretrained=True +- model.lr=0.0011421622790039666 +- model.resnet_type=resnet101 +- hparams_search=focusResNetMSE_150 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/11/checkpoints/epoch_051.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/11/checkpoints/epoch_051.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..b59b480664824f05fa22d2a88a37eca2b007734d --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/11/checkpoints/epoch_051.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:61be2d888b545255bedeb60b1e39b2d630e9968a4a45035f3dd1e1849072e5ea +size 510854961 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/11/checkpoints/last.ckpt 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-0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet101 + pretrained: true + lr: 0.0011421622790039666 + 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 + augmentation: true +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: 42502209 +model/params/trainable: 42502209 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/11/csv/version_0/metrics.csv b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/11/csv/version_0/metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..7e106043d364782947d1aa8faf0af4148e6426fc --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/11/csv/version_0/metrics.csv @@ -0,0 +1,202 @@ +val/loss,val/mae,val/mae_best,epoch,step,train/loss,train/mae,test/loss,test/mae 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a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/11/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/11/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..c0db1acae89259f04b708926f201717446684260 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/11/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet101 + pretrained: true + lr: 0.0011421622790039666 + 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 + augmentation: true +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: 42502209 +model/params/trainable: 42502209 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/12/.hydra/config.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/12/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..9e080cba4115cd9f564df4770c5d956a9cf9b848 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/12/.hydra/config.yaml @@ -0,0 +1,75 @@ +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: focusResNet_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 + augmentation: true +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet101 + pretrained: true + lr: 0.0011280039142253398 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/12/.hydra/hydra.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/12/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..7117f743bccaba25c87de7d095b2422f77920024 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/12/.hydra/hydra.yaml @@ -0,0 +1,208 @@ +hydra: + run: + dir: logs/experiments/runs/${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: focusResNet_150_hyperparameter + n_trials: 20 + n_jobs: 1 + search_space: + model.pretrained: + type: categorical + choices: + - true + - false + model.lr: + type: float + low: 0.001 + high: 0.01 + model.resnet_type: + type: categorical + choices: + - resnet18 + - resnet34 + - resnet50 + - resnet101 + - resnext50_32x4d + - wide_resnet50_2 + 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: + - model.pretrained=True + - model.lr=0.0011280039142253398 + - model.resnet_type=resnet101 + - hparams_search=focusResNetMSE_150 + job: + name: train + override_dirname: hparams_search=focusResNetMSE_150,model.lr=0.0011280039142253398,model.pretrained=True,model.resnet_type=resnet101 + id: '12' + num: 12 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.1 + cwd: /usr/src/app + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /usr/src/app/configs + schema: file + provider: main + - path: hydra_plugins.hydra_colorlog.conf + schema: pkg + provider: hydra-colorlog + - path: '' + schema: structured + provider: schema + choices: + local: default.yaml + hparams_search: focusResNetMSE_150 + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focusResNet_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/12/.hydra/overrides.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/12/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..834ff6a12ed88b920aa1462969049c5722761903 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/12/.hydra/overrides.yaml @@ -0,0 +1,4 @@ +- model.pretrained=True +- model.lr=0.0011280039142253398 +- model.resnet_type=resnet101 +- hparams_search=focusResNetMSE_150 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/12/checkpoints/epoch_070.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/12/checkpoints/epoch_070.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..dbd40ed9c7fca14611c044b50676552b903b7b7f --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/12/checkpoints/epoch_070.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9f478a74364e64bc38cf2331a8ac4ce3b403ef1d641cc99111f704a0359f95fa +size 510854961 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/12/checkpoints/last.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/12/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..c21958c7dc5fa572ab106555f046af8e8a8b06bd --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/12/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:04c2632db025c44b4b3eeaf302b56a89784a4551f8647d640244fbd3b5e18530 +size 510854961 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/12/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/12/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..fd75f651af1f70e872d46c0c9c351919f9f5a964 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/12/csv/version_0/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet101 + pretrained: true + lr: 0.0011280039142253398 + 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 + augmentation: true +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: 42502209 +model/params/trainable: 42502209 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/12/csv/version_0/metrics.csv b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/12/csv/version_0/metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..8a6d5569f3d83d451120feb9a9edeb2da9aede8b --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/12/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 +0.006021145731210709,0.042949825525283813,0.042949825525283813,0,47,,,, +,,,0,47,0.39364346861839294,0.24625273048877716,, +0.000638460332993418,0.020993569865822792,0.020993569865822792,1,95,,,, +,,,1,95,0.0007449457771144807,0.02168496884405613,, 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a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/12/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/12/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..fd75f651af1f70e872d46c0c9c351919f9f5a964 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/12/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet101 + pretrained: true + lr: 0.0011280039142253398 + 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 + augmentation: true +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: 42502209 +model/params/trainable: 42502209 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/13/.hydra/config.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/13/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..50a4defd04436da7cccbf8912343e8d464b8d892 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/13/.hydra/config.yaml @@ -0,0 +1,75 @@ +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: focusResNet_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 + augmentation: true +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet18 + pretrained: true + lr: 0.0036084619709378135 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/13/.hydra/hydra.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/13/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..7d42294eac2e38740e0b6d627b296c027a5197e8 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/13/.hydra/hydra.yaml @@ -0,0 +1,208 @@ +hydra: + run: + dir: logs/experiments/runs/${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: focusResNet_150_hyperparameter + n_trials: 20 + n_jobs: 1 + search_space: + model.pretrained: + type: categorical + choices: + - true + - false + model.lr: + type: float + low: 0.001 + high: 0.01 + model.resnet_type: + type: categorical + choices: + - resnet18 + - resnet34 + - resnet50 + - resnet101 + - resnext50_32x4d + - wide_resnet50_2 + 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: + - model.pretrained=True + - model.lr=0.0036084619709378135 + - model.resnet_type=resnet18 + - hparams_search=focusResNetMSE_150 + job: + name: train + override_dirname: hparams_search=focusResNetMSE_150,model.lr=0.0036084619709378135,model.pretrained=True,model.resnet_type=resnet18 + id: '13' + num: 13 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.1 + cwd: /usr/src/app + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /usr/src/app/configs + schema: file + provider: main + - path: hydra_plugins.hydra_colorlog.conf + schema: pkg + provider: hydra-colorlog + - path: '' + schema: structured + provider: schema + choices: + local: default.yaml + hparams_search: focusResNetMSE_150 + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focusResNet_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/13/.hydra/overrides.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/13/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..ccb5576f4c36f92b4674c15901f8736be3743e03 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/13/.hydra/overrides.yaml @@ -0,0 +1,4 @@ +- model.pretrained=True +- model.lr=0.0036084619709378135 +- model.resnet_type=resnet18 +- hparams_search=focusResNetMSE_150 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/13/checkpoints/epoch_068.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/13/checkpoints/epoch_068.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..f495502149ac1d187ea2c1770e6f7b67f098b8a2 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/13/checkpoints/epoch_068.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7e19bd1551e28406af07f880c428c2f363895804a788e0f9fc98c3348d66c9ee +size 134243985 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/13/checkpoints/last.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/13/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..9141bf0408dcb3422ad9317f7d46db479dfbf774 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/13/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:00aea74b60c3f50a51dc4367629cdc994e933a4852e01a341c6fee4c4bc3b4fa +size 134243985 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/13/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/13/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..8fb2359866466b26038df43ffbff9b97cd56d97a --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/13/csv/version_0/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet18 + pretrained: true + lr: 0.0036084619709378135 + 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 + augmentation: true +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_: 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a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/13/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/13/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..8fb2359866466b26038df43ffbff9b97cd56d97a --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/13/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet18 + pretrained: true + lr: 0.0036084619709378135 + 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 + augmentation: true +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: 11177025 +model/params/trainable: 11177025 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/14/.hydra/config.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/14/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..117290d85e9536d14668769d6c83523d3d79a633 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/14/.hydra/config.yaml @@ -0,0 +1,75 @@ +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: focusResNet_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 + augmentation: true +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet101 + pretrained: true + lr: 0.0011640344167190763 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/14/.hydra/hydra.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/14/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..440a9ea6e55a5f5443ec23f0f46c318c6c41023f --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/14/.hydra/hydra.yaml @@ -0,0 +1,208 @@ +hydra: + run: + dir: logs/experiments/runs/${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: focusResNet_150_hyperparameter + n_trials: 20 + n_jobs: 1 + search_space: + model.pretrained: + type: categorical + choices: + - true + - false + model.lr: + type: float + low: 0.001 + high: 0.01 + model.resnet_type: + type: categorical + choices: + - resnet18 + - resnet34 + - resnet50 + - resnet101 + - resnext50_32x4d + - wide_resnet50_2 + 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: + - model.pretrained=True + - model.lr=0.0011640344167190763 + - model.resnet_type=resnet101 + - hparams_search=focusResNetMSE_150 + job: + name: train + override_dirname: hparams_search=focusResNetMSE_150,model.lr=0.0011640344167190763,model.pretrained=True,model.resnet_type=resnet101 + id: '14' + num: 14 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.1 + cwd: /usr/src/app + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /usr/src/app/configs + schema: file + provider: main + - path: hydra_plugins.hydra_colorlog.conf + schema: pkg + provider: hydra-colorlog + - path: '' + schema: structured + provider: schema + choices: + local: default.yaml + hparams_search: focusResNetMSE_150 + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focusResNet_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/14/.hydra/overrides.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/14/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..89c8e750fa31b57aa98e96cbff055e058de8de97 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/14/.hydra/overrides.yaml @@ -0,0 +1,4 @@ +- model.pretrained=True +- model.lr=0.0011640344167190763 +- model.resnet_type=resnet101 +- hparams_search=focusResNetMSE_150 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/14/checkpoints/epoch_052.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/14/checkpoints/epoch_052.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..0f57933e1103902ac331b0d85c47f6cc482d9093 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/14/checkpoints/epoch_052.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fa98b4267aea9051d5edbde578c848ff3c9f7e7080750900deb24bd07b8d4e00 +size 510854961 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/14/checkpoints/last.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/14/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..62b0315d1597eedaf7c33e53331d3ae451956fc5 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/14/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e8077806d5d9fc696d29f803094cf3022d3143b1e4eb2d7b77a2d494581fa31f +size 510854961 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/14/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/14/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..5a0aa12a7b0820a4b199e72240bb22d950eeb9f9 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/14/csv/version_0/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet101 + pretrained: true + lr: 0.0011640344167190763 + 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 + augmentation: true +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: 42502209 +model/params/trainable: 42502209 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/14/csv/version_0/metrics.csv b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/14/csv/version_0/metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..30fc130f2e34df6ea691f7558bbf4a7dc278d33f --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/14/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 +0.007596698589622974,0.042379673570394516,0.042379673570394516,0,47,,,, +,,,0,47,0.3622410297393799,0.2357872873544693,, +0.0005907719605602324,0.01899358071386814,0.01899358071386814,1,95,,,, +,,,1,95,0.0007554758340120316,0.020374944433569908,, 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a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/14/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/14/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..5a0aa12a7b0820a4b199e72240bb22d950eeb9f9 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/14/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet101 + pretrained: true + lr: 0.0011640344167190763 + 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 + augmentation: true +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: 42502209 +model/params/trainable: 42502209 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/15/.hydra/config.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/15/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..01e3edd2771b0d90c1ef3b90a8a9bf00d5aff813 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/15/.hydra/config.yaml @@ -0,0 +1,75 @@ +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: focusResNet_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 + augmentation: true +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet101 + pretrained: true + lr: 0.0011606051056249926 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/15/.hydra/hydra.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/15/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..e784242e482e96b249a4ec0fe947472efa02a184 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/15/.hydra/hydra.yaml @@ -0,0 +1,208 @@ +hydra: + run: + dir: logs/experiments/runs/${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: focusResNet_150_hyperparameter + n_trials: 20 + n_jobs: 1 + search_space: + model.pretrained: + type: categorical + choices: + - true + - false + model.lr: + type: float + low: 0.001 + high: 0.01 + model.resnet_type: + type: categorical + choices: + - resnet18 + - resnet34 + - resnet50 + - resnet101 + - resnext50_32x4d + - wide_resnet50_2 + 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: + - model.pretrained=True + - model.lr=0.0011606051056249926 + - model.resnet_type=resnet101 + - hparams_search=focusResNetMSE_150 + job: + name: train + override_dirname: hparams_search=focusResNetMSE_150,model.lr=0.0011606051056249926,model.pretrained=True,model.resnet_type=resnet101 + id: '15' + num: 15 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.1 + cwd: /usr/src/app + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /usr/src/app/configs + schema: file + provider: main + - path: hydra_plugins.hydra_colorlog.conf + schema: pkg + provider: hydra-colorlog + - path: '' + schema: structured + provider: schema + choices: + local: default.yaml + hparams_search: focusResNetMSE_150 + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focusResNet_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/15/.hydra/overrides.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/15/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..cc9afe6a0197428decfa95f089a88a8b67b53086 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/15/.hydra/overrides.yaml @@ -0,0 +1,4 @@ +- model.pretrained=True +- model.lr=0.0011606051056249926 +- model.resnet_type=resnet101 +- hparams_search=focusResNetMSE_150 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/15/checkpoints/epoch_043.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/15/checkpoints/epoch_043.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..08bced38dc2118528900b1081840f5e2eec5ad4e --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/15/checkpoints/epoch_043.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b5b469cfd1f6b3178845810f2d4013c5375017e36343a23f4f2c35fa69e0c978 +size 510854961 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/15/checkpoints/last.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/15/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..1b0c6882feb169056949194bfd368b7459950064 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/15/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e82b7be9fdd9aec271557512c32710aea0a03382d8de3eb893e28ade9788f2fc +size 510854961 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/15/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/15/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..c4c362c528cbb6e5b7107f86b086e8426358f6e5 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/15/csv/version_0/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet101 + pretrained: true + lr: 0.0011606051056249926 + 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 + augmentation: true +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: 42502209 +model/params/trainable: 42502209 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/15/csv/version_0/metrics.csv b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/15/csv/version_0/metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..17f38c5ee7435cb83603426431cf4f4989ca498b --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/15/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 +0.00806083157658577,0.06330997496843338,0.06330997496843338,0,47,,,, +,,,0,47,0.3285260796546936,0.2070620357990265,, +0.0004268705961294472,0.016810158267617226,0.016810158267617226,1,95,,,, +,,,1,95,0.0004900168860331178,0.017796915024518967,, 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a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/15/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/15/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..c4c362c528cbb6e5b7107f86b086e8426358f6e5 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/15/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet101 + pretrained: true + lr: 0.0011606051056249926 + 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 + augmentation: true +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: 42502209 +model/params/trainable: 42502209 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/16/.hydra/config.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/16/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..f58aa85842ce17b28df1dac18ed1090f2781c4f1 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/16/.hydra/config.yaml @@ -0,0 +1,75 @@ +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: focusResNet_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 + augmentation: true +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet101 + pretrained: true + lr: 0.003855805002969574 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/16/.hydra/hydra.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/16/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..fde95f8b681c7061413dc4c922cdd1bcfc189c87 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/16/.hydra/hydra.yaml @@ -0,0 +1,208 @@ +hydra: + run: + dir: logs/experiments/runs/${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: focusResNet_150_hyperparameter + n_trials: 20 + n_jobs: 1 + search_space: + model.pretrained: + type: categorical + choices: + - true + - false + model.lr: + type: float + low: 0.001 + high: 0.01 + model.resnet_type: + type: categorical + choices: + - resnet18 + - resnet34 + - resnet50 + - resnet101 + - resnext50_32x4d + - wide_resnet50_2 + 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: + - model.pretrained=True + - model.lr=0.003855805002969574 + - model.resnet_type=resnet101 + - hparams_search=focusResNetMSE_150 + job: + name: train + override_dirname: hparams_search=focusResNetMSE_150,model.lr=0.003855805002969574,model.pretrained=True,model.resnet_type=resnet101 + id: '16' + num: 16 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.1 + cwd: /usr/src/app + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /usr/src/app/configs + schema: file + provider: main + - path: hydra_plugins.hydra_colorlog.conf + schema: pkg + provider: hydra-colorlog + - path: '' + schema: structured + provider: schema + choices: + local: default.yaml + hparams_search: focusResNetMSE_150 + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focusResNet_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/16/.hydra/overrides.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/16/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..f1b3870c6233b7a455bdbe4aa9af1654a8e816d6 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/16/.hydra/overrides.yaml @@ -0,0 +1,4 @@ +- model.pretrained=True +- model.lr=0.003855805002969574 +- model.resnet_type=resnet101 +- hparams_search=focusResNetMSE_150 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/16/checkpoints/epoch_062.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/16/checkpoints/epoch_062.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..9209d44a83193a5d2d9e88b57632fa7b351541a7 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/16/checkpoints/epoch_062.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f9d10683feafdeae2d762928b31d2f28ce4f4f7572af7a75c0339829d0a9ab6 +size 510854961 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/16/checkpoints/last.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/16/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..fe1d211949deb832539e7a0e88274832a56388eb --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/16/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:46d7c2154096f4f89fcadd80a877969636167692a0422f32987cbb9f63d07996 +size 510854961 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/16/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/16/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..742f73e592221dc072fc0f8a470423a5a3ad9490 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/16/csv/version_0/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet101 + pretrained: true + lr: 0.003855805002969574 + 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 + augmentation: true +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: 42502209 +model/params/trainable: 42502209 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/16/csv/version_0/metrics.csv b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/16/csv/version_0/metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..921378cb9a54dedbb67cc1a07e52d937c0f6dca4 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/16/csv/version_0/metrics.csv @@ -0,0 +1,202 @@ +val/loss,val/mae,val/mae_best,epoch,step,train/loss,train/mae,test/loss,test/mae +0.0009239123319275677,0.023782188072800636,0.023782188072800636,0,47,,,, +,,,0,47,0.5744041800498962,0.26247739791870117,, +0.00044590613106265664,0.0176911111921072,0.0176911111921072,1,95,,,, +,,,1,95,0.00351781421341002,0.044426482170820236,, 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0000000000000000000000000000000000000000..742f73e592221dc072fc0f8a470423a5a3ad9490 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/16/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet101 + pretrained: true + lr: 0.003855805002969574 + 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 + augmentation: true +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: 42502209 +model/params/trainable: 42502209 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/17/.hydra/config.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/17/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..6d06b956ebe700438171447737156dc57bd46492 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/17/.hydra/config.yaml @@ -0,0 +1,75 @@ +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: focusResNet_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 + augmentation: true +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnext50_32x4d + pretrained: true + lr: 0.00407419135719196 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/17/.hydra/hydra.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/17/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..9d6ed6df8bd61b0ab33e523e7f3cdadcbd2a58d8 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/17/.hydra/hydra.yaml @@ -0,0 +1,208 @@ +hydra: + run: + dir: logs/experiments/runs/${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: focusResNet_150_hyperparameter + n_trials: 20 + n_jobs: 1 + search_space: + model.pretrained: + type: categorical + choices: + - true + - false + model.lr: + type: float + low: 0.001 + high: 0.01 + model.resnet_type: + type: categorical + choices: + - resnet18 + - resnet34 + - resnet50 + - resnet101 + - resnext50_32x4d + - wide_resnet50_2 + 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: + - model.pretrained=True + - model.lr=0.00407419135719196 + - model.resnet_type=resnext50_32x4d + - hparams_search=focusResNetMSE_150 + job: + name: train + override_dirname: hparams_search=focusResNetMSE_150,model.lr=0.00407419135719196,model.pretrained=True,model.resnet_type=resnext50_32x4d + id: '17' + num: 17 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.1 + cwd: /usr/src/app + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /usr/src/app/configs + schema: file + provider: main + - path: hydra_plugins.hydra_colorlog.conf + schema: pkg + provider: hydra-colorlog + - path: '' + schema: structured + provider: schema + choices: + local: default.yaml + hparams_search: focusResNetMSE_150 + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focusResNet_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/17/.hydra/overrides.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/17/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..a8a5e5c6153433426ed6974756d1aa5a0caf2437 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/17/.hydra/overrides.yaml @@ -0,0 +1,4 @@ +- model.pretrained=True +- model.lr=0.00407419135719196 +- model.resnet_type=resnext50_32x4d +- hparams_search=focusResNetMSE_150 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/17/checkpoints/epoch_069.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/17/checkpoints/epoch_069.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..938284a57cce2c1b3169332a622ee4ade2aa5943 --- /dev/null +++ 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a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/17/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/17/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..3a25962d6be9db3637aec82e894c12012630b7b9 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/17/csv/version_0/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnext50_32x4d + pretrained: true + lr: 0.00407419135719196 + 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 + augmentation: true +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: 22981953 +model/params/trainable: 22981953 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/17/csv/version_0/metrics.csv 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gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnext50_32x4d + pretrained: true + lr: 0.00407419135719196 + 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 + augmentation: true +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: 22981953 +model/params/trainable: 22981953 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/18/.hydra/config.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/18/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..7a7081f839f3967f06f24dbe6520864c95c6e9e4 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/18/.hydra/config.yaml @@ -0,0 +1,75 @@ +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: focusResNet_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 + augmentation: true +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet18 + pretrained: false + lr: 0.0021124723100143183 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/18/.hydra/hydra.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/18/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..9235405c9bfb9e0da50edddebb305326a89647a8 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/18/.hydra/hydra.yaml @@ -0,0 +1,208 @@ +hydra: + run: + dir: logs/experiments/runs/${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: focusResNet_150_hyperparameter + n_trials: 20 + n_jobs: 1 + search_space: + model.pretrained: + type: categorical + choices: + - true + - false + model.lr: + type: float + low: 0.001 + high: 0.01 + model.resnet_type: + type: categorical + choices: + - resnet18 + - resnet34 + - resnet50 + - resnet101 + - resnext50_32x4d + - wide_resnet50_2 + 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: + - model.pretrained=False + - model.lr=0.0021124723100143183 + - model.resnet_type=resnet18 + - hparams_search=focusResNetMSE_150 + job: + name: train + override_dirname: hparams_search=focusResNetMSE_150,model.lr=0.0021124723100143183,model.pretrained=False,model.resnet_type=resnet18 + id: '18' + num: 18 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.1 + cwd: /usr/src/app + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /usr/src/app/configs + schema: file + provider: main + - path: hydra_plugins.hydra_colorlog.conf + schema: pkg + provider: hydra-colorlog + - path: '' + schema: structured + provider: schema + choices: + local: default.yaml + hparams_search: focusResNetMSE_150 + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focusResNet_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/18/.hydra/overrides.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/18/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..f4dcf09ad21031ec4c26b6008d242bd115a0fc1f --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/18/.hydra/overrides.yaml @@ -0,0 +1,4 @@ +- model.pretrained=False +- model.lr=0.0021124723100143183 +- model.resnet_type=resnet18 +- hparams_search=focusResNetMSE_150 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/18/checkpoints/epoch_092.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/18/checkpoints/epoch_092.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..edd54e92d3b8bc4c5f0f7400fa217fd3d5bd6201 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/18/checkpoints/epoch_092.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4dc6e836136bd36fb46c302941e8e0ec6701e84c23ca5bdf775fbe19a90596f5 +size 134243985 diff --git 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b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/18/csv/version_0/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet18 + pretrained: false + lr: 0.0021124723100143183 + 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 + augmentation: true +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: 11177025 +model/params/trainable: 11177025 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/18/csv/version_0/metrics.csv b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/18/csv/version_0/metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..d633a80979948cedf4994b59d4c8e7fe5064ffba --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/18/csv/version_0/metrics.csv @@ -0,0 +1,202 @@ 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a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/18/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/18/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..7efbc6263b0fa2a7d748fe0a629818191dfb21b6 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/18/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet18 + pretrained: false + lr: 0.0021124723100143183 + 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 + augmentation: true +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: 11177025 +model/params/trainable: 11177025 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/19/.hydra/config.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/19/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..21a003816a638ebec9814b6e4deb516106411804 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/19/.hydra/config.yaml @@ -0,0 +1,75 @@ +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: focusResNet_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 + augmentation: true +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet34 + pretrained: true + lr: 0.0010028176896380815 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/19/.hydra/hydra.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/19/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..8ebdb99d56d939815f351e8531b3c1015b25e299 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/19/.hydra/hydra.yaml @@ -0,0 +1,208 @@ +hydra: + run: + dir: logs/experiments/runs/${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: focusResNet_150_hyperparameter + n_trials: 20 + n_jobs: 1 + search_space: + model.pretrained: + type: categorical + choices: + - true + - false + model.lr: + type: float + low: 0.001 + high: 0.01 + model.resnet_type: + type: categorical + choices: + - resnet18 + - resnet34 + - resnet50 + - resnet101 + - resnext50_32x4d + - wide_resnet50_2 + 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: + - model.pretrained=True + - model.lr=0.0010028176896380815 + - model.resnet_type=resnet34 + - hparams_search=focusResNetMSE_150 + job: + name: train + override_dirname: hparams_search=focusResNetMSE_150,model.lr=0.0010028176896380815,model.pretrained=True,model.resnet_type=resnet34 + id: '19' + num: 19 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.1 + cwd: /usr/src/app + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /usr/src/app/configs + schema: file + provider: main + - path: hydra_plugins.hydra_colorlog.conf + schema: pkg + provider: hydra-colorlog + - path: '' + schema: structured + provider: schema + choices: + local: default.yaml + hparams_search: focusResNetMSE_150 + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focusResNet_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/19/.hydra/overrides.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/19/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..212336f4e2290bbb9f93a3247c7f1932e0841bcb --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/19/.hydra/overrides.yaml @@ -0,0 +1,4 @@ +- model.pretrained=True +- model.lr=0.0010028176896380815 +- model.resnet_type=resnet34 +- hparams_search=focusResNetMSE_150 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/19/checkpoints/epoch_054.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/19/checkpoints/epoch_054.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..93d2a4318b30da0c62cba23187fe340d4c5db45c --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/19/checkpoints/epoch_054.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b7eeb83d7c463d40e89b1dc786acd63dad34b78b70940f317abb3e856a39bab8 +size 255633553 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/19/checkpoints/last.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/19/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..d0e050165fcd6468172ed3b1ef1d48a00e4d3beb --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/19/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:da40bc52b962a8ac075acd899edebcc56a4fcff364a64f718e0b837d06ccbdfb +size 255633553 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/19/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/19/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..12827a6132db4b7b5802df5066ed90e84924272f --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/19/csv/version_0/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet34 + pretrained: true + lr: 0.0010028176896380815 + 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 + augmentation: true +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: 21285185 +model/params/trainable: 21285185 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/19/csv/version_0/metrics.csv b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/19/csv/version_0/metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..43ed665550183113ec1344ed396bb3769e7a10f0 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/19/csv/version_0/metrics.csv @@ -0,0 +1,202 @@ +val/loss,val/mae,val/mae_best,epoch,step,train/loss,train/mae,test/loss,test/mae +0.0011601181467995048,0.022581107914447784,0.022581107914447784,0,47,,,, +,,,0,47,0.3858126699924469,0.22343771159648895,, +0.00036934937816113234,0.015400698408484459,0.015400698408484459,1,95,,,, +,,,1,95,0.0007363319746218622,0.019950779154896736,, 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a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/19/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/19/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..12827a6132db4b7b5802df5066ed90e84924272f --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/19/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet34 + pretrained: true + lr: 0.0010028176896380815 + 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 + augmentation: true +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: 21285185 +model/params/trainable: 21285185 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/2/.hydra/config.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/2/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..04e5e0bc6dd26cafbda0f298e1250ef50bf4eeda --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/2/.hydra/config.yaml @@ -0,0 +1,75 @@ +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: focusResNet_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 + augmentation: true +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: wide_resnet50_2 + pretrained: true + lr: 0.006782277951062572 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/2/.hydra/hydra.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/2/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..03cab43243ffee8364730b0d1a44058307571ad5 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/2/.hydra/hydra.yaml @@ -0,0 +1,208 @@ +hydra: + run: + dir: logs/experiments/runs/${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: focusResNet_150_hyperparameter + n_trials: 20 + n_jobs: 1 + search_space: + model.pretrained: + type: categorical + choices: + - true + - false + model.lr: + type: float + low: 0.001 + high: 0.01 + model.resnet_type: + type: categorical + choices: + - resnet18 + - resnet34 + - resnet50 + - resnet101 + - resnext50_32x4d + - wide_resnet50_2 + 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: + - model.pretrained=True + - model.lr=0.006782277951062572 + - model.resnet_type=wide_resnet50_2 + - hparams_search=focusResNetMSE_150 + job: + name: train + override_dirname: hparams_search=focusResNetMSE_150,model.lr=0.006782277951062572,model.pretrained=True,model.resnet_type=wide_resnet50_2 + id: '2' + num: 2 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.1 + cwd: /usr/src/app + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /usr/src/app/configs + schema: file + provider: main + - path: hydra_plugins.hydra_colorlog.conf + schema: pkg + provider: hydra-colorlog + - path: '' + schema: structured + provider: schema + choices: + local: default.yaml + hparams_search: focusResNetMSE_150 + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focusResNet_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/2/.hydra/overrides.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/2/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..f6b333df329d8015ed8c259363eddc7a37491f7f --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/2/.hydra/overrides.yaml @@ -0,0 +1,4 @@ +- model.pretrained=True +- model.lr=0.006782277951062572 +- model.resnet_type=wide_resnet50_2 +- hparams_search=focusResNetMSE_150 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/2/checkpoints/epoch_055.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/2/checkpoints/epoch_055.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..e1f6bbe643c02cb12eec8517810656abc1dd9cae --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/2/checkpoints/epoch_055.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:90af9b077987fec1339b87293a06054b7843257e448a3a166f7f582c445fed64 +size 802517241 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/2/checkpoints/last.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/2/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..e415bbc6ae3e612b18acee099e1c5f1f1c414390 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/2/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:15a90f523e2ebd5f64567082859bc227987cd675de54fb80111ded283a5415a7 +size 802517241 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/2/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/2/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..394c1941978e94643857887cdc7abf557d6628ae --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/2/csv/version_0/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: wide_resnet50_2 + pretrained: true + lr: 0.006782277951062572 + 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 + augmentation: true +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: 66836289 +model/params/trainable: 66836289 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/2/csv/version_0/metrics.csv b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/2/csv/version_0/metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..6fb9aff51a5324125e20a4acff79bc9450e85cb3 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/2/csv/version_0/metrics.csv @@ -0,0 +1,202 @@ +val/loss,val/mae,val/mae_best,epoch,step,train/loss,train/mae,test/loss,test/mae +0.014228791929781437,0.11641569435596466,0.11641569435596466,0,47,,,, +,,,0,47,1.682152509689331,0.6191456913948059,, +0.0004912875592708588,0.018407458439469337,0.018407458439469337,1,95,,,, +,,,1,95,0.003888622159138322,0.04567638412117958,, 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b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/2/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..394c1941978e94643857887cdc7abf557d6628ae --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/2/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: wide_resnet50_2 + pretrained: true + lr: 0.006782277951062572 + 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 + augmentation: true +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: 66836289 +model/params/trainable: 66836289 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/3/.hydra/config.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/3/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..021337e79e9db15eeca4d9216fa349ed3b9fd372 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/3/.hydra/config.yaml @@ -0,0 +1,75 @@ +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: focusResNet_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 + augmentation: true +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet50 + pretrained: false + lr: 0.0025382283201319097 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/3/.hydra/hydra.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/3/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..ec671a3e713e51b07f81f3e6296ca0b0cdb1f1ab --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/3/.hydra/hydra.yaml @@ -0,0 +1,208 @@ +hydra: + run: + dir: logs/experiments/runs/${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: focusResNet_150_hyperparameter + n_trials: 20 + n_jobs: 1 + search_space: + model.pretrained: + type: categorical + choices: + - true + - false + model.lr: + type: float + low: 0.001 + high: 0.01 + model.resnet_type: + type: categorical + choices: + - resnet18 + - resnet34 + - resnet50 + - resnet101 + - resnext50_32x4d + - wide_resnet50_2 + 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: + - model.pretrained=False + - model.lr=0.0025382283201319097 + - model.resnet_type=resnet50 + - hparams_search=focusResNetMSE_150 + job: + name: train + override_dirname: hparams_search=focusResNetMSE_150,model.lr=0.0025382283201319097,model.pretrained=False,model.resnet_type=resnet50 + id: '3' + num: 3 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.1 + cwd: /usr/src/app + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /usr/src/app/configs + schema: file + provider: main + - path: hydra_plugins.hydra_colorlog.conf + schema: pkg + provider: hydra-colorlog + - path: '' + schema: structured + provider: schema + choices: + local: default.yaml + hparams_search: focusResNetMSE_150 + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focusResNet_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/3/.hydra/overrides.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/3/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..171ea9edc7a69580512958091503e5615456e808 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/3/.hydra/overrides.yaml @@ -0,0 +1,4 @@ +- model.pretrained=False +- model.lr=0.0025382283201319097 +- model.resnet_type=resnet50 +- hparams_search=focusResNetMSE_150 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/3/checkpoints/epoch_097.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/3/checkpoints/epoch_097.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..e23852be157d4b2d4bde61bd5c73da646d90ca62 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/3/checkpoints/epoch_097.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:29955462351673849b908f22a096c98ea3d01ee6179eebccf6a20a190e6eeef3 +size 282542073 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/3/checkpoints/last.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/3/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..05c5f72a7e31c2d2d55990b54bf271fbd47e0262 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/3/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1f41886728c391b4025998322b0cceac48cb363507d6280e03e72aec2ecf2df2 +size 282542073 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/3/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/3/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..61109cdb11dd248e8750196749b56540330b0d49 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/3/csv/version_0/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet50 + pretrained: false + lr: 0.0025382283201319097 + 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 + augmentation: true +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: 23510081 +model/params/trainable: 23510081 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/3/csv/version_0/metrics.csv 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gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet50 + pretrained: false + lr: 0.0025382283201319097 + 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 + augmentation: true +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: 23510081 +model/params/trainable: 23510081 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/4/.hydra/config.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/4/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..4e4d7627009608cd22cac4f474caf160e041442b --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/4/.hydra/config.yaml @@ -0,0 +1,75 @@ +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: focusResNet_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 + augmentation: true +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet34 + pretrained: true + lr: 0.009055805752485293 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/4/.hydra/hydra.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/4/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..71bb3b78972aef63d751b6e842c4f375ce073bf8 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/4/.hydra/hydra.yaml @@ -0,0 +1,208 @@ +hydra: + run: + dir: logs/experiments/runs/${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: focusResNet_150_hyperparameter + n_trials: 20 + n_jobs: 1 + search_space: + model.pretrained: + type: categorical + choices: + - true + - false + model.lr: + type: float + low: 0.001 + high: 0.01 + model.resnet_type: + type: categorical + choices: + - resnet18 + - resnet34 + - resnet50 + - resnet101 + - resnext50_32x4d + - wide_resnet50_2 + 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: + - model.pretrained=True + - model.lr=0.009055805752485293 + - model.resnet_type=resnet34 + - hparams_search=focusResNetMSE_150 + job: + name: train + override_dirname: hparams_search=focusResNetMSE_150,model.lr=0.009055805752485293,model.pretrained=True,model.resnet_type=resnet34 + id: '4' + num: 4 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.1 + cwd: /usr/src/app + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /usr/src/app/configs + schema: file + provider: main + - path: hydra_plugins.hydra_colorlog.conf + schema: pkg + provider: hydra-colorlog + - path: '' + schema: structured + provider: schema + choices: + local: default.yaml + hparams_search: focusResNetMSE_150 + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focusResNet_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/4/.hydra/overrides.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/4/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..2d7f7d5ef7673b861693e9b1bd816eddda929c48 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/4/.hydra/overrides.yaml @@ -0,0 +1,4 @@ +- model.pretrained=True +- model.lr=0.009055805752485293 +- model.resnet_type=resnet34 +- hparams_search=focusResNetMSE_150 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/4/checkpoints/epoch_088.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/4/checkpoints/epoch_088.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..93d107c100ccf068a2adef869b7f111b5de816d8 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/4/checkpoints/epoch_088.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ac62baf7fe61ed92c17e5c645992f64470aa594c75a62ab5badb360750fde00e +size 255633553 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/4/checkpoints/last.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/4/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..f445a397a3ece68eee0f74839185ea2f85b0d5fe --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/4/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7d5f898900646a0d4eda434027f179def88b65317f88297961f95ec3556ee074 +size 255633553 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/4/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/4/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..c9abe5290f5590661dbd457adbf1a81d57353103 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/4/csv/version_0/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet34 + pretrained: true + lr: 0.009055805752485293 + 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 + augmentation: true +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: 21285185 +model/params/trainable: 21285185 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/4/csv/version_0/metrics.csv b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/4/csv/version_0/metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..541c3c64b99cc0b90bcbaa323d54ecc906e95114 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/4/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 +0.07848061621189117,0.1140386238694191,0.1140386238694191,0,47,,,, +,,,0,47,2.3047735691070557,0.502385675907135,, 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b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/4/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..c9abe5290f5590661dbd457adbf1a81d57353103 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/4/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet34 + pretrained: true + lr: 0.009055805752485293 + 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 + augmentation: true +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: 21285185 +model/params/trainable: 21285185 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/5/.hydra/config.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/5/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..e191c009d06e296ffe5aa9fd1fb4815a4c19c5c9 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/5/.hydra/config.yaml @@ -0,0 +1,75 @@ +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: focusResNet_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 + augmentation: true +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: wide_resnet50_2 + pretrained: false + lr: 0.005134358823431329 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/5/.hydra/hydra.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/5/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..0e2680920152ef2939e9c936189f505755ed488a --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/5/.hydra/hydra.yaml @@ -0,0 +1,208 @@ +hydra: + run: + dir: logs/experiments/runs/${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: focusResNet_150_hyperparameter + n_trials: 20 + n_jobs: 1 + search_space: + model.pretrained: + type: categorical + choices: + - true + - false + model.lr: + type: float + low: 0.001 + high: 0.01 + model.resnet_type: + type: categorical + choices: + - resnet18 + - resnet34 + - resnet50 + - resnet101 + - resnext50_32x4d + - wide_resnet50_2 + 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: + - model.pretrained=False + - model.lr=0.005134358823431329 + - model.resnet_type=wide_resnet50_2 + - hparams_search=focusResNetMSE_150 + job: + name: train + override_dirname: hparams_search=focusResNetMSE_150,model.lr=0.005134358823431329,model.pretrained=False,model.resnet_type=wide_resnet50_2 + id: '5' + num: 5 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.1 + cwd: /usr/src/app + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /usr/src/app/configs + schema: file + provider: main + - path: hydra_plugins.hydra_colorlog.conf + schema: pkg + provider: hydra-colorlog + - path: '' + schema: structured + provider: schema + choices: + local: default.yaml + hparams_search: focusResNetMSE_150 + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focusResNet_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/5/.hydra/overrides.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/5/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..75e4cc987055bc754d81bfa4ee60e38794ff0ba7 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/5/.hydra/overrides.yaml @@ -0,0 +1,4 @@ +- model.pretrained=False +- model.lr=0.005134358823431329 +- model.resnet_type=wide_resnet50_2 +- hparams_search=focusResNetMSE_150 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/5/checkpoints/epoch_096.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/5/checkpoints/epoch_096.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..12a34d4bbb3e04002a89f18086d8eece2096292c --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/5/checkpoints/epoch_096.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9418f3468bcb39d248007b56407bf8b96a62932140512df792d029bc55b2d614 +size 802517241 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/5/checkpoints/last.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/5/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..46b369667b7ba6484a4b474b71b08dfe04989e25 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/5/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7e2dbf495492b48b6c36013c7c08de308b18f213edae7326447c7d969d6b0730 +size 802517241 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/5/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/5/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..d4c1880a792c4f58f641818bc1b20fe497d409b2 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/5/csv/version_0/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: wide_resnet50_2 + pretrained: false + lr: 0.005134358823431329 + 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 + augmentation: true +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: 66836289 +model/params/trainable: 66836289 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/5/csv/version_0/metrics.csv 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b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/5/tensorboard/focusResNet_150_hyperparameter_search/events.out.tfevents.1648742318.f4854666ac2f.1.11 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:74acf99ddf0e63a9e18f88341841c7fc87f62f39410b06b816dc2369a1b2a89a +size 179 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/5/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/5/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..d4c1880a792c4f58f641818bc1b20fe497d409b2 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/5/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: wide_resnet50_2 + pretrained: false + lr: 0.005134358823431329 + 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 + augmentation: true +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: 66836289 +model/params/trainable: 66836289 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/6/.hydra/config.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/6/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..36351e072fe67e5a4122e59f44f7610ee2cede2d --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/6/.hydra/config.yaml @@ -0,0 +1,75 @@ +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: focusResNet_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 + augmentation: true +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet50 + pretrained: true + lr: 0.005406640333245959 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/6/.hydra/hydra.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/6/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..f8c45336daf9510194bc70bb84d9b246a3e21011 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/6/.hydra/hydra.yaml @@ -0,0 +1,208 @@ +hydra: + run: + dir: logs/experiments/runs/${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: focusResNet_150_hyperparameter + n_trials: 20 + n_jobs: 1 + search_space: + model.pretrained: + type: categorical + choices: + - true + - false + model.lr: + type: float + low: 0.001 + high: 0.01 + model.resnet_type: + type: categorical + choices: + - resnet18 + - resnet34 + - resnet50 + - resnet101 + - resnext50_32x4d + - wide_resnet50_2 + 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: + - model.pretrained=True + - model.lr=0.005406640333245959 + - model.resnet_type=resnet50 + - hparams_search=focusResNetMSE_150 + job: + name: train + override_dirname: hparams_search=focusResNetMSE_150,model.lr=0.005406640333245959,model.pretrained=True,model.resnet_type=resnet50 + id: '6' + num: 6 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.1 + cwd: /usr/src/app + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /usr/src/app/configs + schema: file + provider: main + - path: hydra_plugins.hydra_colorlog.conf + schema: pkg + provider: hydra-colorlog + - path: '' + schema: structured + provider: schema + choices: + local: default.yaml + hparams_search: focusResNetMSE_150 + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focusResNet_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/6/.hydra/overrides.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/6/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..39c629789fed7089088be791d0fff0b6ac577a70 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/6/.hydra/overrides.yaml @@ -0,0 +1,4 @@ +- model.pretrained=True +- model.lr=0.005406640333245959 +- model.resnet_type=resnet50 +- hparams_search=focusResNetMSE_150 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/6/checkpoints/epoch_067.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/6/checkpoints/epoch_067.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..92485b58d5fd55506b7dfa55b6dd1c88372afac9 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/6/checkpoints/epoch_067.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4cef233708e76a8e50d39c2e22a06e253d3a50f836657d1c33bb1838c39b10e3 +size 282542073 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/6/checkpoints/last.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/6/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..5a3a26f7fdc36514c085a1e04b548cb5920f5b77 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/6/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0ef8981092ce8d658ae9793013323ff88f2691e8079297019caf577df193b606 +size 282542073 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/6/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/6/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..4a79fd8f51d9e5d231d89f6d59bb0a4421e55763 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/6/csv/version_0/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet50 + pretrained: true + lr: 0.005406640333245959 + 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 + augmentation: true +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: 23510081 +model/params/trainable: 23510081 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/6/csv/version_0/metrics.csv b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/6/csv/version_0/metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..2b67cff32fd3974d9a0c102e9935e27e05aa4d44 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/6/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 +0.009325184859335423,0.06351210922002792,0.06351210922002792,0,47,,,, +,,,0,47,1.1541845798492432,0.46892625093460083,, 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a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/6/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/6/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..4a79fd8f51d9e5d231d89f6d59bb0a4421e55763 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/6/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet50 + pretrained: true + lr: 0.005406640333245959 + 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 + augmentation: true +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: 23510081 +model/params/trainable: 23510081 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/7/.hydra/config.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/7/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..75de57746809d34259be165bbc443893ba915395 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/7/.hydra/config.yaml @@ -0,0 +1,75 @@ +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: focusResNet_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 + augmentation: true +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet50 + pretrained: true + lr: 0.007188362245400428 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/7/.hydra/hydra.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/7/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..49d3a6a785a9ee45da06022c351a8b35f2ce8657 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/7/.hydra/hydra.yaml @@ -0,0 +1,208 @@ +hydra: + run: + dir: logs/experiments/runs/${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: focusResNet_150_hyperparameter + n_trials: 20 + n_jobs: 1 + search_space: + model.pretrained: + type: categorical + choices: + - true + - false + model.lr: + type: float + low: 0.001 + high: 0.01 + model.resnet_type: + type: categorical + choices: + - resnet18 + - resnet34 + - resnet50 + - resnet101 + - resnext50_32x4d + - wide_resnet50_2 + 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: + - model.pretrained=True + - model.lr=0.007188362245400428 + - model.resnet_type=resnet50 + - hparams_search=focusResNetMSE_150 + job: + name: train + override_dirname: hparams_search=focusResNetMSE_150,model.lr=0.007188362245400428,model.pretrained=True,model.resnet_type=resnet50 + id: '7' + num: 7 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.1 + cwd: /usr/src/app + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /usr/src/app/configs + schema: file + provider: main + - path: hydra_plugins.hydra_colorlog.conf + schema: pkg + provider: hydra-colorlog + - path: '' + schema: structured + provider: schema + choices: + local: default.yaml + hparams_search: focusResNetMSE_150 + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focusResNet_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/7/.hydra/overrides.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/7/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..559d122e51da81fc4127e2ea1353bec4b412e319 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/7/.hydra/overrides.yaml @@ -0,0 +1,4 @@ +- model.pretrained=True +- model.lr=0.007188362245400428 +- model.resnet_type=resnet50 +- hparams_search=focusResNetMSE_150 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/7/checkpoints/epoch_075.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/7/checkpoints/epoch_075.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..5e787152a4d39e395354acc26911535b0df9440c --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/7/checkpoints/epoch_075.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:00ae87663737c5e77858aaf0684b1281617b2a84ac9fb45e9eef4185fd05669d +size 282542073 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/7/checkpoints/last.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/7/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..eb89e26be2b79da51c63f38fbe639ddde2257ddc --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/7/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:96abd2d94f75cc836f2e3001ca987f2a86e19c496c6511b97f92eb8ea11bf6cd +size 282542073 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/7/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/7/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..56ec9b36650ef10baaaeedc54a827148280bdad3 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/7/csv/version_0/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet50 + pretrained: true + lr: 0.007188362245400428 + 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 + augmentation: true +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: 23510081 +model/params/trainable: 23510081 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/7/csv/version_0/metrics.csv b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/7/csv/version_0/metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..098c1b1e6a1e184580d5bb661e0274a3e81279e6 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/7/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 +0.0049559879116714,0.031001875177025795,0.031001875177025795,0,47,,,, +,,,0,47,1.7320817708969116,0.4069642126560211,, +0.0009769530734047294,0.01991122029721737,0.01991122029721737,1,95,,,, +,,,1,95,0.0018425199668854475,0.028127161785960197,, +0.00047084211837500334,0.017821507528424263,0.017821507528424263,2,143,,,, 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0000000000000000000000000000000000000000..56ec9b36650ef10baaaeedc54a827148280bdad3 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/7/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnet50 + pretrained: true + lr: 0.007188362245400428 + 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 + augmentation: true +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: 23510081 +model/params/trainable: 23510081 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/8/.hydra/config.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/8/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..c4de8b31a432cb5d898828e2bc8a198c5838da44 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/8/.hydra/config.yaml @@ -0,0 +1,75 @@ +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: focusResNet_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 + augmentation: true +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: wide_resnet50_2 + pretrained: false + lr: 0.00553536204803124 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/8/.hydra/hydra.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/8/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..77b2ad5948450f8132d32b2bc88bf29e77f7e64f --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/8/.hydra/hydra.yaml @@ -0,0 +1,208 @@ +hydra: + run: + dir: logs/experiments/runs/${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: focusResNet_150_hyperparameter + n_trials: 20 + n_jobs: 1 + search_space: + model.pretrained: + type: categorical + choices: + - true + - false + model.lr: + type: float + low: 0.001 + high: 0.01 + model.resnet_type: + type: categorical + choices: + - resnet18 + - resnet34 + - resnet50 + - resnet101 + - resnext50_32x4d + - wide_resnet50_2 + 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: + - model.pretrained=False + - model.lr=0.00553536204803124 + - model.resnet_type=wide_resnet50_2 + - hparams_search=focusResNetMSE_150 + job: + name: train + override_dirname: hparams_search=focusResNetMSE_150,model.lr=0.00553536204803124,model.pretrained=False,model.resnet_type=wide_resnet50_2 + id: '8' + num: 8 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.1 + cwd: /usr/src/app + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /usr/src/app/configs + schema: file + provider: main + - path: hydra_plugins.hydra_colorlog.conf + schema: pkg + provider: hydra-colorlog + - path: '' + schema: structured + provider: schema + choices: + local: default.yaml + hparams_search: focusResNetMSE_150 + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focusResNet_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/8/.hydra/overrides.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/8/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..1631b23ef74797d8b87359cf62bbde02f2140fcf --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/8/.hydra/overrides.yaml @@ -0,0 +1,4 @@ +- model.pretrained=False +- model.lr=0.00553536204803124 +- model.resnet_type=wide_resnet50_2 +- hparams_search=focusResNetMSE_150 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/8/checkpoints/epoch_091.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/8/checkpoints/epoch_091.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..9586a6eeacf3c794afd6dbf7faf254c0d8c66862 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/8/checkpoints/epoch_091.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:78a61da2c3ac347afbb6e4025306d291725e91e069cb41f753608f2f6e552245 +size 802517241 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/8/checkpoints/last.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/8/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..a4ced6c6b0e376254ba7ce5de11b3f1dbdf4463a --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/8/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:67de8fe9fa1bb47339f245b06c6369ead5e04b2cbb2440df97cdc0f269ffcb8c +size 802517241 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/8/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/8/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..c32e4bf6dd597b7a4dae0524679b9e4ae0c0ca77 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/8/csv/version_0/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: wide_resnet50_2 + pretrained: false + lr: 0.00553536204803124 + 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: 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b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/8/tensorboard/focusResNet_150_hyperparameter_search/events.out.tfevents.1648749718.f4854666ac2f.1.17 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:05c7b8976eb21eabfafe7593737b5e2e99807a309192d527049023d14e6984a3 +size 179 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/8/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/8/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..c32e4bf6dd597b7a4dae0524679b9e4ae0c0ca77 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/8/tensorboard/focusResNet_150_hyperparameter_search/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: wide_resnet50_2 + pretrained: false + lr: 0.00553536204803124 + 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 + augmentation: true +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: 66836289 +model/params/trainable: 66836289 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/9/.hydra/config.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/9/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..59e2ad2400370c532106e02f759f34653e1c636d --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/9/.hydra/config.yaml @@ -0,0 +1,75 @@ +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: focusResNet_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 + augmentation: true +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnext50_32x4d + pretrained: true + lr: 0.007487758523573632 + 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: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +optimized_metric: val/mae_best diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/9/.hydra/hydra.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/9/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..dd370079982c5a715bce59d9cb8d4c39fe2de67a --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/9/.hydra/hydra.yaml @@ -0,0 +1,208 @@ +hydra: + run: + dir: logs/experiments/runs/${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: focusResNet_150_hyperparameter + n_trials: 20 + n_jobs: 1 + search_space: + model.pretrained: + type: categorical + choices: + - true + - false + model.lr: + type: float + low: 0.001 + high: 0.01 + model.resnet_type: + type: categorical + choices: + - resnet18 + - resnet34 + - resnet50 + - resnet101 + - resnext50_32x4d + - wide_resnet50_2 + 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: + - model.pretrained=True + - model.lr=0.007487758523573632 + - model.resnet_type=resnext50_32x4d + - hparams_search=focusResNetMSE_150 + job: + name: train + override_dirname: hparams_search=focusResNetMSE_150,model.lr=0.007487758523573632,model.pretrained=True,model.resnet_type=resnext50_32x4d + id: '9' + num: 9 + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.1 + cwd: /usr/src/app + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /usr/src/app/configs + schema: file + provider: main + - path: hydra_plugins.hydra_colorlog.conf + schema: pkg + provider: hydra-colorlog + - path: '' + schema: structured + provider: schema + choices: + local: default.yaml + hparams_search: focusResNetMSE_150 + debug: null + experiment: null + log_dir: default.yaml + trainer: long.yaml + logger: many_loggers + callbacks: default.yaml + model: focusResNet_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: optuna + hydra/sweeper/sampler: tpe + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/9/.hydra/overrides.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/9/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..f43897c8ed6daf7b62165535a385154207fdd717 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/9/.hydra/overrides.yaml @@ -0,0 +1,4 @@ +- model.pretrained=True +- model.lr=0.007487758523573632 +- model.resnet_type=resnext50_32x4d +- hparams_search=focusResNetMSE_150 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/9/checkpoints/epoch_078.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/9/checkpoints/epoch_078.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..b7d151550d88f311d6e40c32797878034730a99b --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/9/checkpoints/epoch_078.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:81806371117cc30776ae96499a164bfda3e3e8f867473cbf5dae55e81e8a701a +size 276265081 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/9/checkpoints/last.ckpt b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/9/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..0220e854d3b9b92c7caceec28f2397831109ef19 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/9/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:31869eee578b7b1d92ebe27a5d0b06852d2462fc7afeb074d9897eb04c0f84fe +size 276265081 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/9/csv/version_0/hparams.yaml b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/9/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..21acf84e71d2af3d2c0bb56adb43c22a420a92d8 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/9/csv/version_0/hparams.yaml @@ -0,0 +1,48 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_resnet_module.ResNetLitModule + resnet_type: resnext50_32x4d + pretrained: true + lr: 0.007487758523573632 + 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 + augmentation: true +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: 22981953 +model/params/trainable: 22981953 +model/params/non_trainable: 0 diff --git a/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/9/csv/version_0/metrics.csv b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/9/csv/version_0/metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..3533117b8203955fb414eeebc754725d8b214730 --- /dev/null +++ b/logs/experiments/multiruns/focusResNet_150_hyperparameter_search/2022-03-31_11-14-16/9/csv/version_0/metrics.csv @@ -0,0 +1,202 @@ +val/loss,val/mae,val/mae_best,epoch,step,train/loss,train/mae,test/loss,test/mae 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/dev/null +++ b/logs/mlflow/mlruns/6/cf3de2be53904a31b331012bffef2232/params/model/params/non_trainable @@ -0,0 +1 @@ +0 \ No newline at end of file diff --git a/logs/mlflow/mlruns/6/cf3de2be53904a31b331012bffef2232/params/model/params/total b/logs/mlflow/mlruns/6/cf3de2be53904a31b331012bffef2232/params/model/params/total new file mode 100644 index 0000000000000000000000000000000000000000..c63fb1b7eea4a49379caadfdde3a032064142a3d --- /dev/null +++ b/logs/mlflow/mlruns/6/cf3de2be53904a31b331012bffef2232/params/model/params/total @@ -0,0 +1 @@ +42502209 \ No newline at end of file diff --git a/logs/mlflow/mlruns/6/cf3de2be53904a31b331012bffef2232/params/model/params/trainable b/logs/mlflow/mlruns/6/cf3de2be53904a31b331012bffef2232/params/model/params/trainable new file mode 100644 index 0000000000000000000000000000000000000000..c63fb1b7eea4a49379caadfdde3a032064142a3d --- /dev/null +++ b/logs/mlflow/mlruns/6/cf3de2be53904a31b331012bffef2232/params/model/params/trainable @@ -0,0 +1 @@ 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No newline at end of file diff --git a/logs/mlflow/mlruns/6/d09d085786be436bbdd3d39e8bcc6b5b/params/callbacks/model_checkpoint/mode b/logs/mlflow/mlruns/6/d09d085786be436bbdd3d39e8bcc6b5b/params/callbacks/model_checkpoint/mode new file mode 100644 index 0000000000000000000000000000000000000000..5e8bc13c8f96ac2839228b82df8d777025967134 --- /dev/null +++ b/logs/mlflow/mlruns/6/d09d085786be436bbdd3d39e8bcc6b5b/params/callbacks/model_checkpoint/mode @@ -0,0 +1 @@ +min \ No newline at end of file diff --git a/logs/mlflow/mlruns/6/d09d085786be436bbdd3d39e8bcc6b5b/params/callbacks/model_checkpoint/monitor b/logs/mlflow/mlruns/6/d09d085786be436bbdd3d39e8bcc6b5b/params/callbacks/model_checkpoint/monitor new file mode 100644 index 0000000000000000000000000000000000000000..124fae9ca472dccb8951663f7c53de5830ab2eb1 --- /dev/null +++ b/logs/mlflow/mlruns/6/d09d085786be436bbdd3d39e8bcc6b5b/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/6/d09d085786be436bbdd3d39e8bcc6b5b/params/datamodule/batch_size b/logs/mlflow/mlruns/6/d09d085786be436bbdd3d39e8bcc6b5b/params/datamodule/batch_size new file mode 100644 index 0000000000000000000000000000000000000000..4b6f9c39e5c757bf387d465c53026b336dd8b96c --- /dev/null +++ b/logs/mlflow/mlruns/6/d09d085786be436bbdd3d39e8bcc6b5b/params/datamodule/batch_size @@ -0,0 +1 @@ +64 \ No newline at end of file diff --git a/logs/mlflow/mlruns/6/d09d085786be436bbdd3d39e8bcc6b5b/params/datamodule/csv_test_file b/logs/mlflow/mlruns/6/d09d085786be436bbdd3d39e8bcc6b5b/params/datamodule/csv_test_file new file mode 100644 index 0000000000000000000000000000000000000000..69910129138d6d6714086863ffa853b10503abc6 --- /dev/null +++ b/logs/mlflow/mlruns/6/d09d085786be436bbdd3d39e8bcc6b5b/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/6/d09d085786be436bbdd3d39e8bcc6b5b/params/datamodule/csv_train_file b/logs/mlflow/mlruns/6/d09d085786be436bbdd3d39e8bcc6b5b/params/datamodule/csv_train_file new file mode 100644 index 0000000000000000000000000000000000000000..6a397043cbb33603a2180ffea75f9c81916274ec --- /dev/null +++ b/logs/mlflow/mlruns/6/d09d085786be436bbdd3d39e8bcc6b5b/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/6/d09d085786be436bbdd3d39e8bcc6b5b/params/datamodule/csv_val_file b/logs/mlflow/mlruns/6/d09d085786be436bbdd3d39e8bcc6b5b/params/datamodule/csv_val_file new file mode 100644 index 0000000000000000000000000000000000000000..2a4ead115d4267a7d21708c8c9bb5c051bf4d3d4 --- /dev/null +++ b/logs/mlflow/mlruns/6/d09d085786be436bbdd3d39e8bcc6b5b/params/datamodule/csv_val_file @@ -0,0 +1 @@ +/usr/src/app/data/focus150/validation_metadata.csv \ No newline at end of file diff --git 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end of file diff --git a/logs/mlflow/mlruns/6/d09d085786be436bbdd3d39e8bcc6b5b/params/model/resnet_type b/logs/mlflow/mlruns/6/d09d085786be436bbdd3d39e8bcc6b5b/params/model/resnet_type new file mode 100644 index 0000000000000000000000000000000000000000..f1a2e1e7375675361f17a09d8ad121dda26f6bb9 --- /dev/null +++ b/logs/mlflow/mlruns/6/d09d085786be436bbdd3d39e8bcc6b5b/params/model/resnet_type @@ -0,0 +1 @@ +resnet101 \ No newline at end of file diff --git a/logs/mlflow/mlruns/6/d09d085786be436bbdd3d39e8bcc6b5b/params/model/weight_decay b/logs/mlflow/mlruns/6/d09d085786be436bbdd3d39e8bcc6b5b/params/model/weight_decay new file mode 100644 index 0000000000000000000000000000000000000000..752f26d69b0a2d03af05585d38e9e9cdd94d78ea --- /dev/null +++ b/logs/mlflow/mlruns/6/d09d085786be436bbdd3d39e8bcc6b5b/params/model/weight_decay @@ -0,0 +1 @@ +0.0005 \ No newline at end of file diff --git a/logs/mlflow/mlruns/6/d09d085786be436bbdd3d39e8bcc6b5b/params/seed 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