diff --git a/logs/experiments/runs/focusConvMSE_150/2022-05-11_07-46-18/.hydra/config.yaml b/logs/experiments/runs/focusConvMSE_150/2022-05-11_07-46-18/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..c722ad014d3b574248e0cb8bed379f004be48b62 --- /dev/null +++ b/logs/experiments/runs/focusConvMSE_150/2022-05-11_07-46-18/.hydra/config.yaml @@ -0,0 +1,80 @@ +original_work_dir: ${hydra:runtime.cwd} +data_dir: ${original_work_dir}/data +print_config: true +ignore_warnings: true +train: true +test: true +seed: 12345 +name: focusConvMSE_150 +datamodule: + _target_: src.datamodules.focus_datamodule.FocusDataModule + data_dir: ${data_dir}/focus150 + csv_train_file: ${data_dir}/focus150/train_metadata.csv + csv_val_file: ${data_dir}/focus150/validation_metadata.csv + csv_test_file: ${data_dir}/focus150/test_metadata.csv + batch_size: 128 + num_workers: 0 + pin_memory: false +model: + _target_: src.models.focus_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 5 + conv1_channels: 6 + conv2_size: 5 + conv2_channels: 16 + lin1_size: 100 + lin2_size: 80 + output_size: 1 + lr: 0.001 + weight_decay: 0.0005 +callbacks: + model_checkpoint: + _target_: pytorch_lightning.callbacks.ModelCheckpoint + monitor: val/mae + mode: min + save_top_k: 1 + save_last: true + verbose: false + dirpath: checkpoints/ + filename: epoch_{epoch:03d} + auto_insert_metric_name: false + early_stopping: + _target_: pytorch_lightning.callbacks.EarlyStopping + monitor: val/mae + mode: min + patience: 100 + min_delta: 0 + model_summary: + _target_: pytorch_lightning.callbacks.RichModelSummary + max_depth: -1 + rich_progress_bar: + _target_: pytorch_lightning.callbacks.RichProgressBar +logger: + csv: + _target_: pytorch_lightning.loggers.csv_logs.CSVLogger + save_dir: . + name: csv/ + prefix: '' + mlflow: + _target_: pytorch_lightning.loggers.mlflow.MLFlowLogger + experiment_name: ${name} + tracking_uri: ${original_work_dir}/logs/mlflow/mlruns + tags: null + save_dir: ./mlruns + prefix: '' + artifact_location: null + tensorboard: + _target_: pytorch_lightning.loggers.tensorboard.TensorBoardLogger + save_dir: tensorboard/ + name: null + version: ${name} + log_graph: false + default_hp_metric: true + prefix: '' +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null diff --git a/logs/experiments/runs/focusConvMSE_150/2022-05-11_07-46-18/.hydra/hydra.yaml b/logs/experiments/runs/focusConvMSE_150/2022-05-11_07-46-18/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..158cbe8fd1a01b116542dce2239416975c2fa737 --- /dev/null +++ b/logs/experiments/runs/focusConvMSE_150/2022-05-11_07-46-18/.hydra/hydra.yaml @@ -0,0 +1,170 @@ +hydra: + run: + dir: logs/experiments/runs/${name}/${now:%Y-%m-%d}_${now:%H-%M-%S} + sweep: + dir: logs/experiments/multiruns/${name}/${now:%Y-%m-%d}_${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper + max_batch_size: null + help: + app_name: ${hydra.job.name} + header: '${hydra.help.app_name} is powered by Hydra. + + ' + footer: 'Powered by Hydra (https://hydra.cc) + + Use --hydra-help to view Hydra specific help + + ' + template: '${hydra.help.header} + + == Configuration groups == + + Compose your configuration from those groups (group=option) + + + $APP_CONFIG_GROUPS + + + == Config == + + Override anything in the config (foo.bar=value) + + + $CONFIG + + + ${hydra.help.footer} + + ' + hydra_help: + template: 'Hydra (${hydra.runtime.version}) + + See https://hydra.cc for more info. + + + == Flags == + + $FLAGS_HELP + + + == Configuration groups == + + Compose your configuration from those groups (For example, append hydra/job_logging=disabled + to command line) + + + $HYDRA_CONFIG_GROUPS + + + Use ''--cfg hydra'' to Show the Hydra config. + + ' + hydra_help: ??? + hydra_logging: + version: 1 + formatters: + colorlog: + (): colorlog.ColoredFormatter + format: '[%(cyan)s%(asctime)s%(reset)s][%(purple)sHYDRA%(reset)s] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: colorlog + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + colorlog: + (): colorlog.ColoredFormatter + format: '[%(cyan)s%(asctime)s%(reset)s][%(blue)s%(name)s%(reset)s][%(log_color)s%(levelname)s%(reset)s] + - %(message)s' + log_colors: + DEBUG: purple + INFO: green + WARNING: yellow + ERROR: red + CRITICAL: red + handlers: + console: + class: logging.StreamHandler + formatter: colorlog + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: [] + task: + - experiment=focusConvMSE_150 + job: + name: train + override_dirname: experiment=focusConvMSE_150 + id: ??? + num: ??? + config_name: train.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.1.2 + cwd: /usr/src/app + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /usr/src/app/configs + schema: file + provider: main + - path: hydra_plugins.hydra_colorlog.conf + schema: pkg + provider: hydra-colorlog + - path: '' + schema: structured + provider: schema + choices: + local: default.yaml + hparams_search: null + debug: null + experiment: focusConvMSE_150 + log_dir: default.yaml + trainer: default.yaml + logger: many_loggers + callbacks: default.yaml + model: focusConv_150.yaml + datamodule: focus150.yaml + hydra/env: default + hydra/callbacks: null + hydra/job_logging: colorlog + hydra/hydra_logging: colorlog + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: basic + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/logs/experiments/runs/focusConvMSE_150/2022-05-11_07-46-18/.hydra/overrides.yaml b/logs/experiments/runs/focusConvMSE_150/2022-05-11_07-46-18/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..dcdae0e1ef571dbdecaae64a9ca78b7340ef8992 --- /dev/null +++ b/logs/experiments/runs/focusConvMSE_150/2022-05-11_07-46-18/.hydra/overrides.yaml @@ -0,0 +1 @@ +- experiment=focusConvMSE_150 diff --git a/logs/experiments/runs/focusConvMSE_150/2022-05-11_07-46-18/checkpoints/epoch_075.ckpt b/logs/experiments/runs/focusConvMSE_150/2022-05-11_07-46-18/checkpoints/epoch_075.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..476f01aef0375cea9a8bfaa98bdce037782fa6d6 --- /dev/null +++ b/logs/experiments/runs/focusConvMSE_150/2022-05-11_07-46-18/checkpoints/epoch_075.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1388bc7e1659b1d7365261d6b7561f73b08cd759cc24b94028603d9cccfa82d7 +size 22354437 diff --git a/logs/experiments/runs/focusConvMSE_150/2022-05-11_07-46-18/checkpoints/last.ckpt b/logs/experiments/runs/focusConvMSE_150/2022-05-11_07-46-18/checkpoints/last.ckpt new file mode 100644 index 0000000000000000000000000000000000000000..06537c26d7f7a2766c2bd4eb98859da4481e5d52 --- /dev/null +++ b/logs/experiments/runs/focusConvMSE_150/2022-05-11_07-46-18/checkpoints/last.ckpt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:28a726f99e423ff51a8a6660f08a299d3bd4d24d038ab02d088118246133fa32 +size 22354437 diff --git a/logs/experiments/runs/focusConvMSE_150/2022-05-11_07-46-18/csv/version_0/hparams.yaml b/logs/experiments/runs/focusConvMSE_150/2022-05-11_07-46-18/csv/version_0/hparams.yaml new file mode 100644 index 0000000000000000000000000000000000000000..fb68e2ecbb4a9c6d0cfdceab4423a46306dd9be2 --- /dev/null +++ b/logs/experiments/runs/focusConvMSE_150/2022-05-11_07-46-18/csv/version_0/hparams.yaml @@ -0,0 +1,54 @@ +trainer: + _target_: pytorch_lightning.Trainer + gpus: 1 + min_epochs: 1 + max_epochs: 100 + resume_from_checkpoint: null +model: + _target_: src.models.focus_conv_module.FocusConvLitModule + image_size: 150 + pool_size: 2 + conv1_size: 5 + conv1_channels: 6 + conv2_size: 5 + conv2_channels: 16 + lin1_size: 100 + lin2_size: 80 + output_size: 1 + lr: 0.001 + weight_decay: 0.0005 +datamodule: + _target_: src.datamodules.focus_datamodule.FocusDataModule + data_dir: /usr/src/app/data/focus150 + csv_train_file: /usr/src/app/data/focus150/train_metadata.csv + csv_val_file: /usr/src/app/data/focus150/validation_metadata.csv + csv_test_file: /usr/src/app/data/focus150/test_metadata.csv + batch_size: 128 + num_workers: 0 + pin_memory: false +seed: 12345 +callbacks: + model_checkpoint: + _target_: pytorch_lightning.callbacks.ModelCheckpoint + monitor: val/mae + mode: min + save_top_k: 1 + save_last: true + verbose: false + dirpath: checkpoints/ + filename: epoch_{epoch:03d} + auto_insert_metric_name: false + early_stopping: + _target_: pytorch_lightning.callbacks.EarlyStopping + monitor: val/mae + mode: min + patience: 100 + min_delta: 0 + model_summary: + _target_: pytorch_lightning.callbacks.RichModelSummary + max_depth: -1 + rich_progress_bar: + _target_: pytorch_lightning.callbacks.RichProgressBar +model/params/total: 1861789 +model/params/trainable: 1861789 +model/params/non_trainable: 0 diff --git a/logs/experiments/runs/focusConvMSE_150/2022-05-11_07-46-18/csv/version_0/metrics.csv b/logs/experiments/runs/focusConvMSE_150/2022-05-11_07-46-18/csv/version_0/metrics.csv new file mode 100644 index 0000000000000000000000000000000000000000..d523dd9a9f8ca8b0250af7ab005fa3a0354b4057 --- /dev/null +++ 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a/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/datamodule/data_dir b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/datamodule/data_dir new file mode 100644 index 0000000000000000000000000000000000000000..b815b619ac8a58b21b05404aa1ebc935578e6539 --- /dev/null +++ b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/datamodule/data_dir @@ -0,0 +1 @@ +/usr/src/app/data/focus150 \ No newline at end of file diff --git a/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/datamodule/num_workers b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/datamodule/num_workers new file mode 100644 index 0000000000000000000000000000000000000000..c227083464fb9af8955c90d2924774ee50abb547 --- /dev/null +++ b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/datamodule/num_workers @@ -0,0 +1 @@ +0 \ No newline at end of file diff --git a/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/datamodule/pin_memory 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b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/model/conv2_channels @@ -0,0 +1 @@ +16 \ No newline at end of file diff --git a/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/model/conv2_size b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/model/conv2_size new file mode 100644 index 0000000000000000000000000000000000000000..7813681f5b41c028345ca62a2be376bae70b7f61 --- /dev/null +++ b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/model/conv2_size @@ -0,0 +1 @@ +5 \ No newline at end of file diff --git a/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/model/image_size b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/model/image_size new file mode 100644 index 0000000000000000000000000000000000000000..4701cc793111aafe3a1e6f48d82e5b8c8a38943e --- /dev/null +++ b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/model/image_size @@ -0,0 +1 @@ +150 \ No newline at end of file diff --git a/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/model/lin1_size b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/model/lin1_size new file mode 100644 index 0000000000000000000000000000000000000000..105d7d9ad3afc7bb78a0dec4d829880831605dfb --- /dev/null +++ b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/model/lin1_size @@ -0,0 +1 @@ +100 \ No newline at end of file diff --git a/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/model/lin2_size b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/model/lin2_size new file mode 100644 index 0000000000000000000000000000000000000000..e3f1e9b791c84fce95fe992dc246e9e2286c84ed --- /dev/null +++ b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/model/lin2_size @@ -0,0 +1 @@ +80 \ No newline at end of file diff --git a/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/model/lr b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/model/lr new file mode 100644 index 0000000000000000000000000000000000000000..eb5a1db868251c6a5c775b49efde91a5ec3205df --- /dev/null +++ b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/model/lr @@ -0,0 +1 @@ +0.001 \ No newline at end of file diff --git a/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/model/output_size b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/model/output_size new file mode 100644 index 0000000000000000000000000000000000000000..56a6051ca2b02b04ef92d5150c9ef600403cb1de --- /dev/null +++ b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/model/output_size @@ -0,0 +1 @@ +1 \ No newline at end of file diff --git a/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/model/params/non_trainable b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/model/params/non_trainable new file mode 100644 index 0000000000000000000000000000000000000000..c227083464fb9af8955c90d2924774ee50abb547 --- /dev/null +++ b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/model/params/non_trainable @@ -0,0 +1 @@ +0 \ No newline at end of file diff --git a/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/model/params/total b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/model/params/total new file mode 100644 index 0000000000000000000000000000000000000000..ca4bc7e48cc54e8bf547584087f29e745b04a70e --- /dev/null +++ b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/model/params/total @@ -0,0 +1 @@ +1861789 \ No newline at end of file diff --git a/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/model/params/trainable b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/model/params/trainable new file mode 100644 index 0000000000000000000000000000000000000000..ca4bc7e48cc54e8bf547584087f29e745b04a70e --- /dev/null +++ b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/model/params/trainable @@ -0,0 +1 @@ +1861789 \ No newline at end of file diff --git a/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/model/pool_size b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/model/pool_size new file mode 100644 index 0000000000000000000000000000000000000000..d8263ee9860594d2806b0dfd1bfd17528b0ba2a4 --- /dev/null +++ b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/model/pool_size @@ -0,0 +1 @@ +2 \ No newline at end of file diff --git a/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/model/weight_decay b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/model/weight_decay new file mode 100644 index 0000000000000000000000000000000000000000..752f26d69b0a2d03af05585d38e9e9cdd94d78ea --- /dev/null +++ b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/model/weight_decay @@ -0,0 +1 @@ +0.0005 \ No newline at end of file diff --git a/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/seed b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/seed new file mode 100644 index 0000000000000000000000000000000000000000..bd41cba781d8349272bf3eb92568285b411c027c --- /dev/null +++ b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/seed @@ -0,0 +1 @@ +12345 \ No newline at end of file diff --git a/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/trainer/_target_ b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/trainer/_target_ new file mode 100644 index 0000000000000000000000000000000000000000..6b23728d56f799f2fedf10e2776b353c78e47498 --- /dev/null +++ b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/trainer/_target_ @@ -0,0 +1 @@ +pytorch_lightning.Trainer \ No newline at end of file diff --git a/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/trainer/gpus b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/trainer/gpus new file mode 100644 index 0000000000000000000000000000000000000000..56a6051ca2b02b04ef92d5150c9ef600403cb1de --- /dev/null +++ b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/trainer/gpus @@ -0,0 +1 @@ +1 \ No newline at end of file diff --git a/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/trainer/max_epochs b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/trainer/max_epochs new file mode 100644 index 0000000000000000000000000000000000000000..105d7d9ad3afc7bb78a0dec4d829880831605dfb --- /dev/null +++ b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/trainer/max_epochs @@ -0,0 +1 @@ +100 \ No newline at end of file diff --git a/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/trainer/min_epochs b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/trainer/min_epochs new file mode 100644 index 0000000000000000000000000000000000000000..56a6051ca2b02b04ef92d5150c9ef600403cb1de --- /dev/null +++ b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/trainer/min_epochs @@ -0,0 +1 @@ +1 \ No newline at end of file diff --git a/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/trainer/resume_from_checkpoint b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/trainer/resume_from_checkpoint new file mode 100644 index 0000000000000000000000000000000000000000..4af18322e32f3dd19579c80e26e4a306ad11e049 --- /dev/null +++ b/logs/mlflow/mlruns/1/32404d6b69574a41967cc1061badf333/params/trainer/resume_from_checkpoint @@ -0,0 +1 @@ +None \ No newline at end of file diff --git a/src/models/focus_conv_module.py b/src/models/focus_conv_module.py index 3a17723ae951f812d07c98625d8687bb573d3e99..cd726643f6e12f583147a94600fd4879591fae93 100644 --- a/src/models/focus_conv_module.py +++ b/src/models/focus_conv_module.py @@ -30,12 +30,16 @@ class SimpleConvNet(nn.Module): self.model = nn.Sequential( nn.Conv2d(3, conv1_out, conv1_size), + nn.ReLU(), nn.MaxPool2d(pool_size, pool_size), nn.Conv2d(conv1_out, conv2_out, conv2_size), + nn.ReLU(), nn.MaxPool2d(pool_size, pool_size), nn.Flatten(), nn.Linear(conv2_out * size_img * size_img, lin1_size), + nn.ReLU(), nn.Linear(lin1_size, lin2_size), + nn.ReLU(), nn.Linear(lin2_size, output_size), )