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newline at end of file diff --git a/multirun/2024-03-19/09-28-07/0/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/0/.hydra/config.yaml new file mode 100644 index 00000000..0ea97505 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/0/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 128 + nb_filters: 16 + ks: 20 + bottleneck: true diff --git a/multirun/2024-03-19/09-28-07/0/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/0/.hydra/hydra.yaml new file mode 100644 index 00000000..743806f2 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/0/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=128 + - models.model.nb_filters=16 + - models.model.ks=20 + - models.model.bottleneck=True + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=True,models.model.ks=20,models.model.nb_filters=16,models.model.nf=128,models=InceptionTime + id: '0' + num: 0 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/0 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/0/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/0/.hydra/overrides.yaml new file mode 100644 index 00000000..8fd77d5c --- /dev/null +++ b/multirun/2024-03-19/09-28-07/0/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=128 +- models.model.nb_filters=16 +- models.model.ks=20 +- models.model.bottleneck=True +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/0/main.log b/multirun/2024-03-19/09-28-07/0/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/1/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/1/.hydra/config.yaml new file mode 100644 index 00000000..33347501 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/1/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 128 + nb_filters: 8 + ks: 40 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/1/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/1/.hydra/hydra.yaml new file mode 100644 index 00000000..ac7c8523 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/1/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=128 + - models.model.nb_filters=8 + - models.model.ks=40 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=40,models.model.nb_filters=8,models.model.nf=128,models=InceptionTime + id: '1' + num: 1 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/1 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/1/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/1/.hydra/overrides.yaml new file mode 100644 index 00000000..fc6834da --- /dev/null +++ b/multirun/2024-03-19/09-28-07/1/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=128 +- models.model.nb_filters=8 +- models.model.ks=40 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/1/main.log b/multirun/2024-03-19/09-28-07/1/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/10/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/10/.hydra/config.yaml new file mode 100644 index 00000000..c0cd0624 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/10/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 128 + nb_filters: 128 + ks: 80 + bottleneck: true diff --git a/multirun/2024-03-19/09-28-07/10/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/10/.hydra/hydra.yaml new file mode 100644 index 00000000..4a15a8ca --- /dev/null +++ b/multirun/2024-03-19/09-28-07/10/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=128 + - models.model.nb_filters=128 + - models.model.ks=80 + - models.model.bottleneck=True + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=True,models.model.ks=80,models.model.nb_filters=128,models.model.nf=128,models=InceptionTime + id: '10' + num: 10 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/10 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/10/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/10/.hydra/overrides.yaml new file mode 100644 index 00000000..17447bae --- /dev/null +++ b/multirun/2024-03-19/09-28-07/10/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=128 +- models.model.nb_filters=128 +- models.model.ks=80 +- models.model.bottleneck=True +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/10/main.log b/multirun/2024-03-19/09-28-07/10/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/11/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/11/.hydra/config.yaml new file mode 100644 index 00000000..5d5b5e90 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/11/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 16 + nb_filters: 16 + ks: 10 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/11/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/11/.hydra/hydra.yaml new file mode 100644 index 00000000..0f06953c --- /dev/null +++ b/multirun/2024-03-19/09-28-07/11/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=16 + - models.model.nb_filters=16 + - models.model.ks=10 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=10,models.model.nb_filters=16,models.model.nf=16,models=InceptionTime + id: '11' + num: 11 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/11 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/11/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/11/.hydra/overrides.yaml new file mode 100644 index 00000000..c69c171f --- /dev/null +++ b/multirun/2024-03-19/09-28-07/11/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=16 +- models.model.nb_filters=16 +- models.model.ks=10 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/11/main.log b/multirun/2024-03-19/09-28-07/11/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/12/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/12/.hydra/config.yaml new file mode 100644 index 00000000..e60a41b2 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/12/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 64 + nb_filters: 64 + ks: 160 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/12/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/12/.hydra/hydra.yaml new file mode 100644 index 00000000..c335e4eb --- /dev/null +++ b/multirun/2024-03-19/09-28-07/12/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=64 + - models.model.nb_filters=64 + - models.model.ks=160 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=160,models.model.nb_filters=64,models.model.nf=64,models=InceptionTime + id: '12' + num: 12 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/12 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/12/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/12/.hydra/overrides.yaml new file mode 100644 index 00000000..f3730f27 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/12/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=64 +- models.model.nb_filters=64 +- models.model.ks=160 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/12/main.log b/multirun/2024-03-19/09-28-07/12/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/13/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/13/.hydra/config.yaml new file mode 100644 index 00000000..e60a41b2 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/13/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 64 + nb_filters: 64 + ks: 160 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/13/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/13/.hydra/hydra.yaml new file mode 100644 index 00000000..9d258b5d --- /dev/null +++ b/multirun/2024-03-19/09-28-07/13/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=64 + - models.model.nb_filters=64 + - models.model.ks=160 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=160,models.model.nb_filters=64,models.model.nf=64,models=InceptionTime + id: '13' + num: 13 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/13 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/13/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/13/.hydra/overrides.yaml new file mode 100644 index 00000000..f3730f27 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/13/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=64 +- models.model.nb_filters=64 +- models.model.ks=160 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/13/main.log b/multirun/2024-03-19/09-28-07/13/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/14/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/14/.hydra/config.yaml new file mode 100644 index 00000000..e60a41b2 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/14/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 64 + nb_filters: 64 + ks: 160 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/14/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/14/.hydra/hydra.yaml new file mode 100644 index 00000000..8b05032b --- /dev/null +++ b/multirun/2024-03-19/09-28-07/14/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=64 + - models.model.nb_filters=64 + - models.model.ks=160 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=160,models.model.nb_filters=64,models.model.nf=64,models=InceptionTime + id: '14' + num: 14 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/14 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/14/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/14/.hydra/overrides.yaml new file mode 100644 index 00000000..f3730f27 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/14/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=64 +- models.model.nb_filters=64 +- models.model.ks=160 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/14/main.log b/multirun/2024-03-19/09-28-07/14/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/15/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/15/.hydra/config.yaml new file mode 100644 index 00000000..e60a41b2 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/15/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 64 + nb_filters: 64 + ks: 160 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/15/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/15/.hydra/hydra.yaml new file mode 100644 index 00000000..4c4268ae --- /dev/null +++ b/multirun/2024-03-19/09-28-07/15/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=64 + - models.model.nb_filters=64 + - models.model.ks=160 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=160,models.model.nb_filters=64,models.model.nf=64,models=InceptionTime + id: '15' + num: 15 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/15 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/15/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/15/.hydra/overrides.yaml new file mode 100644 index 00000000..f3730f27 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/15/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=64 +- models.model.nb_filters=64 +- models.model.ks=160 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/15/main.log b/multirun/2024-03-19/09-28-07/15/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/16/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/16/.hydra/config.yaml new file mode 100644 index 00000000..89bf77e4 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/16/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 32 + nb_filters: 8 + ks: 20 + bottleneck: true diff --git a/multirun/2024-03-19/09-28-07/16/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/16/.hydra/hydra.yaml new file mode 100644 index 00000000..1ab18333 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/16/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=32 + - models.model.nb_filters=8 + - models.model.ks=20 + - models.model.bottleneck=True + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=True,models.model.ks=20,models.model.nb_filters=8,models.model.nf=32,models=InceptionTime + id: '16' + num: 16 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/16 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/16/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/16/.hydra/overrides.yaml new file mode 100644 index 00000000..90d3422a --- /dev/null +++ b/multirun/2024-03-19/09-28-07/16/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=32 +- models.model.nb_filters=8 +- models.model.ks=20 +- models.model.bottleneck=True +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/16/main.log b/multirun/2024-03-19/09-28-07/16/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/17/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/17/.hydra/config.yaml new file mode 100644 index 00000000..89bf77e4 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/17/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 32 + nb_filters: 8 + ks: 20 + bottleneck: true diff --git a/multirun/2024-03-19/09-28-07/17/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/17/.hydra/hydra.yaml new file mode 100644 index 00000000..e8dd49e4 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/17/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=32 + - models.model.nb_filters=8 + - models.model.ks=20 + - models.model.bottleneck=True + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=True,models.model.ks=20,models.model.nb_filters=8,models.model.nf=32,models=InceptionTime + id: '17' + num: 17 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/17 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/17/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/17/.hydra/overrides.yaml new file mode 100644 index 00000000..90d3422a --- /dev/null +++ b/multirun/2024-03-19/09-28-07/17/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=32 +- models.model.nb_filters=8 +- models.model.ks=20 +- models.model.bottleneck=True +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/17/main.log b/multirun/2024-03-19/09-28-07/17/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/18/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/18/.hydra/config.yaml new file mode 100644 index 00000000..89bf77e4 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/18/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 32 + nb_filters: 8 + ks: 20 + bottleneck: true diff --git a/multirun/2024-03-19/09-28-07/18/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/18/.hydra/hydra.yaml new file mode 100644 index 00000000..4cff9e68 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/18/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=32 + - models.model.nb_filters=8 + - models.model.ks=20 + - models.model.bottleneck=True + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=True,models.model.ks=20,models.model.nb_filters=8,models.model.nf=32,models=InceptionTime + id: '18' + num: 18 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/18 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/18/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/18/.hydra/overrides.yaml new file mode 100644 index 00000000..90d3422a --- /dev/null +++ b/multirun/2024-03-19/09-28-07/18/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=32 +- models.model.nb_filters=8 +- models.model.ks=20 +- models.model.bottleneck=True +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/18/main.log b/multirun/2024-03-19/09-28-07/18/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/19/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/19/.hydra/config.yaml new file mode 100644 index 00000000..89bf77e4 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/19/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 32 + nb_filters: 8 + ks: 20 + bottleneck: true diff --git a/multirun/2024-03-19/09-28-07/19/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/19/.hydra/hydra.yaml new file mode 100644 index 00000000..d2f6a605 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/19/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=32 + - models.model.nb_filters=8 + - models.model.ks=20 + - models.model.bottleneck=True + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=True,models.model.ks=20,models.model.nb_filters=8,models.model.nf=32,models=InceptionTime + id: '19' + num: 19 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/19 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/19/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/19/.hydra/overrides.yaml new file mode 100644 index 00000000..90d3422a --- /dev/null +++ b/multirun/2024-03-19/09-28-07/19/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=32 +- models.model.nb_filters=8 +- models.model.ks=20 +- models.model.bottleneck=True +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/19/main.log b/multirun/2024-03-19/09-28-07/19/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/2/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/2/.hydra/config.yaml new file mode 100644 index 00000000..bffd04b6 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/2/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 128 + nb_filters: 16 + ks: 80 + bottleneck: true diff --git a/multirun/2024-03-19/09-28-07/2/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/2/.hydra/hydra.yaml new file mode 100644 index 00000000..9c417c04 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/2/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=128 + - models.model.nb_filters=16 + - models.model.ks=80 + - models.model.bottleneck=True + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=True,models.model.ks=80,models.model.nb_filters=16,models.model.nf=128,models=InceptionTime + id: '2' + num: 2 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/2 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/2/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/2/.hydra/overrides.yaml new file mode 100644 index 00000000..50ae3f60 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/2/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=128 +- models.model.nb_filters=16 +- models.model.ks=80 +- models.model.bottleneck=True +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/2/main.log b/multirun/2024-03-19/09-28-07/2/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/20/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/20/.hydra/config.yaml new file mode 100644 index 00000000..b4eb2f55 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/20/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 16 + nb_filters: 32 + ks: 40 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/20/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/20/.hydra/hydra.yaml new file mode 100644 index 00000000..44876995 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/20/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=16 + - models.model.nb_filters=32 + - models.model.ks=40 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=40,models.model.nb_filters=32,models.model.nf=16,models=InceptionTime + id: '20' + num: 20 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/20 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/20/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/20/.hydra/overrides.yaml new file mode 100644 index 00000000..78ca6a20 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/20/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=16 +- models.model.nb_filters=32 +- models.model.ks=40 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/20/main.log b/multirun/2024-03-19/09-28-07/20/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/21/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/21/.hydra/config.yaml new file mode 100644 index 00000000..b4eb2f55 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/21/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 16 + nb_filters: 32 + ks: 40 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/21/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/21/.hydra/hydra.yaml new file mode 100644 index 00000000..b11d799e --- /dev/null +++ b/multirun/2024-03-19/09-28-07/21/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=16 + - models.model.nb_filters=32 + - models.model.ks=40 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=40,models.model.nb_filters=32,models.model.nf=16,models=InceptionTime + id: '21' + num: 21 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/21 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/21/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/21/.hydra/overrides.yaml new file mode 100644 index 00000000..78ca6a20 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/21/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=16 +- models.model.nb_filters=32 +- models.model.ks=40 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/21/main.log b/multirun/2024-03-19/09-28-07/21/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/22/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/22/.hydra/config.yaml new file mode 100644 index 00000000..b4eb2f55 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/22/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 16 + nb_filters: 32 + ks: 40 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/22/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/22/.hydra/hydra.yaml new file mode 100644 index 00000000..58030802 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/22/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=16 + - models.model.nb_filters=32 + - models.model.ks=40 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=40,models.model.nb_filters=32,models.model.nf=16,models=InceptionTime + id: '22' + num: 22 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/22 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/22/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/22/.hydra/overrides.yaml new file mode 100644 index 00000000..78ca6a20 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/22/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=16 +- models.model.nb_filters=32 +- models.model.ks=40 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/22/main.log b/multirun/2024-03-19/09-28-07/22/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/23/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/23/.hydra/config.yaml new file mode 100644 index 00000000..b4eb2f55 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/23/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 16 + nb_filters: 32 + ks: 40 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/23/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/23/.hydra/hydra.yaml new file mode 100644 index 00000000..6231755a --- /dev/null +++ b/multirun/2024-03-19/09-28-07/23/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=16 + - models.model.nb_filters=32 + - models.model.ks=40 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=40,models.model.nb_filters=32,models.model.nf=16,models=InceptionTime + id: '23' + num: 23 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/23 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/23/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/23/.hydra/overrides.yaml new file mode 100644 index 00000000..78ca6a20 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/23/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=16 +- models.model.nb_filters=32 +- models.model.ks=40 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/23/main.log b/multirun/2024-03-19/09-28-07/23/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/24/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/24/.hydra/config.yaml new file mode 100644 index 00000000..c0cd0624 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/24/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 128 + nb_filters: 128 + ks: 80 + bottleneck: true diff --git a/multirun/2024-03-19/09-28-07/24/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/24/.hydra/hydra.yaml new file mode 100644 index 00000000..9414d6d7 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/24/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=128 + - models.model.nb_filters=128 + - models.model.ks=80 + - models.model.bottleneck=True + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=True,models.model.ks=80,models.model.nb_filters=128,models.model.nf=128,models=InceptionTime + id: '24' + num: 24 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/24 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/24/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/24/.hydra/overrides.yaml new file mode 100644 index 00000000..17447bae --- /dev/null +++ b/multirun/2024-03-19/09-28-07/24/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=128 +- models.model.nb_filters=128 +- models.model.ks=80 +- models.model.bottleneck=True +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/24/main.log b/multirun/2024-03-19/09-28-07/24/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/25/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/25/.hydra/config.yaml new file mode 100644 index 00000000..c0cd0624 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/25/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 128 + nb_filters: 128 + ks: 80 + bottleneck: true diff --git a/multirun/2024-03-19/09-28-07/25/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/25/.hydra/hydra.yaml new file mode 100644 index 00000000..1ce9b370 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/25/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=128 + - models.model.nb_filters=128 + - models.model.ks=80 + - models.model.bottleneck=True + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=True,models.model.ks=80,models.model.nb_filters=128,models.model.nf=128,models=InceptionTime + id: '25' + num: 25 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/25 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/25/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/25/.hydra/overrides.yaml new file mode 100644 index 00000000..17447bae --- /dev/null +++ b/multirun/2024-03-19/09-28-07/25/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=128 +- models.model.nb_filters=128 +- models.model.ks=80 +- models.model.bottleneck=True +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/25/main.log b/multirun/2024-03-19/09-28-07/25/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/26/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/26/.hydra/config.yaml new file mode 100644 index 00000000..c0cd0624 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/26/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 128 + nb_filters: 128 + ks: 80 + bottleneck: true diff --git a/multirun/2024-03-19/09-28-07/26/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/26/.hydra/hydra.yaml new file mode 100644 index 00000000..831a24b0 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/26/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=128 + - models.model.nb_filters=128 + - models.model.ks=80 + - models.model.bottleneck=True + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=True,models.model.ks=80,models.model.nb_filters=128,models.model.nf=128,models=InceptionTime + id: '26' + num: 26 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/26 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/26/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/26/.hydra/overrides.yaml new file mode 100644 index 00000000..17447bae --- /dev/null +++ b/multirun/2024-03-19/09-28-07/26/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=128 +- models.model.nb_filters=128 +- models.model.ks=80 +- models.model.bottleneck=True +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/26/main.log b/multirun/2024-03-19/09-28-07/26/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/27/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/27/.hydra/config.yaml new file mode 100644 index 00000000..c0cd0624 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/27/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 128 + nb_filters: 128 + ks: 80 + bottleneck: true diff --git a/multirun/2024-03-19/09-28-07/27/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/27/.hydra/hydra.yaml new file mode 100644 index 00000000..ad5bbaa2 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/27/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=128 + - models.model.nb_filters=128 + - models.model.ks=80 + - models.model.bottleneck=True + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=True,models.model.ks=80,models.model.nb_filters=128,models.model.nf=128,models=InceptionTime + id: '27' + num: 27 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/27 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/27/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/27/.hydra/overrides.yaml new file mode 100644 index 00000000..17447bae --- /dev/null +++ b/multirun/2024-03-19/09-28-07/27/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=128 +- models.model.nb_filters=128 +- models.model.ks=80 +- models.model.bottleneck=True +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/27/main.log b/multirun/2024-03-19/09-28-07/27/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/28/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/28/.hydra/config.yaml new file mode 100644 index 00000000..ce16546a --- /dev/null +++ b/multirun/2024-03-19/09-28-07/28/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 64 + nb_filters: 64 + ks: 10 + bottleneck: true diff --git a/multirun/2024-03-19/09-28-07/28/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/28/.hydra/hydra.yaml new file mode 100644 index 00000000..be90fb52 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/28/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=64 + - models.model.nb_filters=64 + - models.model.ks=10 + - models.model.bottleneck=True + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=True,models.model.ks=10,models.model.nb_filters=64,models.model.nf=64,models=InceptionTime + id: '28' + num: 28 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/28 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/28/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/28/.hydra/overrides.yaml new file mode 100644 index 00000000..b97840ae --- /dev/null +++ b/multirun/2024-03-19/09-28-07/28/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=64 +- models.model.nb_filters=64 +- models.model.ks=10 +- models.model.bottleneck=True +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/28/main.log b/multirun/2024-03-19/09-28-07/28/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/29/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/29/.hydra/config.yaml new file mode 100644 index 00000000..ce16546a --- /dev/null +++ b/multirun/2024-03-19/09-28-07/29/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 64 + nb_filters: 64 + ks: 10 + bottleneck: true diff --git a/multirun/2024-03-19/09-28-07/29/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/29/.hydra/hydra.yaml new file mode 100644 index 00000000..0220006d --- /dev/null +++ b/multirun/2024-03-19/09-28-07/29/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=64 + - models.model.nb_filters=64 + - models.model.ks=10 + - models.model.bottleneck=True + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=True,models.model.ks=10,models.model.nb_filters=64,models.model.nf=64,models=InceptionTime + id: '29' + num: 29 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/29 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/29/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/29/.hydra/overrides.yaml new file mode 100644 index 00000000..b97840ae --- /dev/null +++ b/multirun/2024-03-19/09-28-07/29/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=64 +- models.model.nb_filters=64 +- models.model.ks=10 +- models.model.bottleneck=True +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/29/main.log b/multirun/2024-03-19/09-28-07/29/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/3/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/3/.hydra/config.yaml new file mode 100644 index 00000000..f122e54e --- /dev/null +++ b/multirun/2024-03-19/09-28-07/3/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 8 + nb_filters: 32 + ks: 80 + bottleneck: true diff --git a/multirun/2024-03-19/09-28-07/3/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/3/.hydra/hydra.yaml new file mode 100644 index 00000000..c73b6dd0 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/3/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=8 + - models.model.nb_filters=32 + - models.model.ks=80 + - models.model.bottleneck=True + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=True,models.model.ks=80,models.model.nb_filters=32,models.model.nf=8,models=InceptionTime + id: '3' + num: 3 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/3 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/3/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/3/.hydra/overrides.yaml new file mode 100644 index 00000000..522178ae --- /dev/null +++ b/multirun/2024-03-19/09-28-07/3/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=8 +- models.model.nb_filters=32 +- models.model.ks=80 +- models.model.bottleneck=True +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/3/main.log b/multirun/2024-03-19/09-28-07/3/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/30/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/30/.hydra/config.yaml new file mode 100644 index 00000000..ce16546a --- /dev/null +++ b/multirun/2024-03-19/09-28-07/30/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 64 + nb_filters: 64 + ks: 10 + bottleneck: true diff --git a/multirun/2024-03-19/09-28-07/30/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/30/.hydra/hydra.yaml new file mode 100644 index 00000000..263bdaae --- /dev/null +++ b/multirun/2024-03-19/09-28-07/30/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=64 + - models.model.nb_filters=64 + - models.model.ks=10 + - models.model.bottleneck=True + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=True,models.model.ks=10,models.model.nb_filters=64,models.model.nf=64,models=InceptionTime + id: '30' + num: 30 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/30 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/30/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/30/.hydra/overrides.yaml new file mode 100644 index 00000000..b97840ae --- /dev/null +++ b/multirun/2024-03-19/09-28-07/30/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=64 +- models.model.nb_filters=64 +- models.model.ks=10 +- models.model.bottleneck=True +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/30/main.log b/multirun/2024-03-19/09-28-07/30/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/31/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/31/.hydra/config.yaml new file mode 100644 index 00000000..ce16546a --- /dev/null +++ b/multirun/2024-03-19/09-28-07/31/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 64 + nb_filters: 64 + ks: 10 + bottleneck: true diff --git a/multirun/2024-03-19/09-28-07/31/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/31/.hydra/hydra.yaml new file mode 100644 index 00000000..34adb112 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/31/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=64 + - models.model.nb_filters=64 + - models.model.ks=10 + - models.model.bottleneck=True + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=True,models.model.ks=10,models.model.nb_filters=64,models.model.nf=64,models=InceptionTime + id: '31' + num: 31 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/31 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/31/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/31/.hydra/overrides.yaml new file mode 100644 index 00000000..b97840ae --- /dev/null +++ b/multirun/2024-03-19/09-28-07/31/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=64 +- models.model.nb_filters=64 +- models.model.ks=10 +- models.model.bottleneck=True +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/31/main.log b/multirun/2024-03-19/09-28-07/31/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/32/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/32/.hydra/config.yaml new file mode 100644 index 00000000..98acb5a5 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/32/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 16 + nb_filters: 128 + ks: 40 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/32/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/32/.hydra/hydra.yaml new file mode 100644 index 00000000..4bc25b2b --- /dev/null +++ b/multirun/2024-03-19/09-28-07/32/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=16 + - models.model.nb_filters=128 + - models.model.ks=40 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=40,models.model.nb_filters=128,models.model.nf=16,models=InceptionTime + id: '32' + num: 32 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/32 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/32/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/32/.hydra/overrides.yaml new file mode 100644 index 00000000..aa0b9909 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/32/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=16 +- models.model.nb_filters=128 +- models.model.ks=40 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/32/main.log b/multirun/2024-03-19/09-28-07/32/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/33/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/33/.hydra/config.yaml new file mode 100644 index 00000000..98acb5a5 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/33/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 16 + nb_filters: 128 + ks: 40 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/33/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/33/.hydra/hydra.yaml new file mode 100644 index 00000000..a8cde907 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/33/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=16 + - models.model.nb_filters=128 + - models.model.ks=40 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=40,models.model.nb_filters=128,models.model.nf=16,models=InceptionTime + id: '33' + num: 33 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/33 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/33/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/33/.hydra/overrides.yaml new file mode 100644 index 00000000..aa0b9909 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/33/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=16 +- models.model.nb_filters=128 +- models.model.ks=40 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/33/main.log b/multirun/2024-03-19/09-28-07/33/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/34/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/34/.hydra/config.yaml new file mode 100644 index 00000000..98acb5a5 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/34/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 16 + nb_filters: 128 + ks: 40 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/34/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/34/.hydra/hydra.yaml new file mode 100644 index 00000000..22e93440 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/34/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=16 + - models.model.nb_filters=128 + - models.model.ks=40 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=40,models.model.nb_filters=128,models.model.nf=16,models=InceptionTime + id: '34' + num: 34 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/34 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/34/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/34/.hydra/overrides.yaml new file mode 100644 index 00000000..aa0b9909 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/34/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=16 +- models.model.nb_filters=128 +- models.model.ks=40 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/34/main.log b/multirun/2024-03-19/09-28-07/34/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/35/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/35/.hydra/config.yaml new file mode 100644 index 00000000..98acb5a5 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/35/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 16 + nb_filters: 128 + ks: 40 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/35/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/35/.hydra/hydra.yaml new file mode 100644 index 00000000..1598b259 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/35/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=16 + - models.model.nb_filters=128 + - models.model.ks=40 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=40,models.model.nb_filters=128,models.model.nf=16,models=InceptionTime + id: '35' + num: 35 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/35 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/35/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/35/.hydra/overrides.yaml new file mode 100644 index 00000000..aa0b9909 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/35/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=16 +- models.model.nb_filters=128 +- models.model.ks=40 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/35/main.log b/multirun/2024-03-19/09-28-07/35/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/36/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/36/.hydra/config.yaml new file mode 100644 index 00000000..d91cd327 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/36/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 128 + nb_filters: 8 + ks: 20 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/36/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/36/.hydra/hydra.yaml new file mode 100644 index 00000000..7582a50f --- /dev/null +++ b/multirun/2024-03-19/09-28-07/36/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=128 + - models.model.nb_filters=8 + - models.model.ks=20 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=20,models.model.nb_filters=8,models.model.nf=128,models=InceptionTime + id: '36' + num: 36 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/36 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/36/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/36/.hydra/overrides.yaml new file mode 100644 index 00000000..151af092 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/36/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=128 +- models.model.nb_filters=8 +- models.model.ks=20 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/36/main.log b/multirun/2024-03-19/09-28-07/36/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/37/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/37/.hydra/config.yaml new file mode 100644 index 00000000..d91cd327 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/37/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 128 + nb_filters: 8 + ks: 20 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/37/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/37/.hydra/hydra.yaml new file mode 100644 index 00000000..da348a69 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/37/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=128 + - models.model.nb_filters=8 + - models.model.ks=20 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=20,models.model.nb_filters=8,models.model.nf=128,models=InceptionTime + id: '37' + num: 37 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/37 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/37/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/37/.hydra/overrides.yaml new file mode 100644 index 00000000..151af092 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/37/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=128 +- models.model.nb_filters=8 +- models.model.ks=20 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/37/main.log b/multirun/2024-03-19/09-28-07/37/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/38/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/38/.hydra/config.yaml new file mode 100644 index 00000000..d91cd327 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/38/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 128 + nb_filters: 8 + ks: 20 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/38/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/38/.hydra/hydra.yaml new file mode 100644 index 00000000..4568bb7d --- /dev/null +++ b/multirun/2024-03-19/09-28-07/38/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=128 + - models.model.nb_filters=8 + - models.model.ks=20 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=20,models.model.nb_filters=8,models.model.nf=128,models=InceptionTime + id: '38' + num: 38 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/38 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/38/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/38/.hydra/overrides.yaml new file mode 100644 index 00000000..151af092 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/38/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=128 +- models.model.nb_filters=8 +- models.model.ks=20 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/38/main.log b/multirun/2024-03-19/09-28-07/38/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/39/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/39/.hydra/config.yaml new file mode 100644 index 00000000..d91cd327 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/39/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 128 + nb_filters: 8 + ks: 20 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/39/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/39/.hydra/hydra.yaml new file mode 100644 index 00000000..4690612a --- /dev/null +++ b/multirun/2024-03-19/09-28-07/39/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=128 + - models.model.nb_filters=8 + - models.model.ks=20 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=20,models.model.nb_filters=8,models.model.nf=128,models=InceptionTime + id: '39' + num: 39 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/39 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/39/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/39/.hydra/overrides.yaml new file mode 100644 index 00000000..151af092 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/39/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=128 +- models.model.nb_filters=8 +- models.model.ks=20 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/39/main.log b/multirun/2024-03-19/09-28-07/39/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/4/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/4/.hydra/config.yaml new file mode 100644 index 00000000..b044903a --- /dev/null +++ b/multirun/2024-03-19/09-28-07/4/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 64 + nb_filters: 8 + ks: 20 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/4/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/4/.hydra/hydra.yaml new file mode 100644 index 00000000..70222199 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/4/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=64 + - models.model.nb_filters=8 + - models.model.ks=20 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=20,models.model.nb_filters=8,models.model.nf=64,models=InceptionTime + id: '4' + num: 4 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/4 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/4/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/4/.hydra/overrides.yaml new file mode 100644 index 00000000..9c35f5f7 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/4/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=64 +- models.model.nb_filters=8 +- models.model.ks=20 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/4/main.log b/multirun/2024-03-19/09-28-07/4/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/40/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/40/.hydra/config.yaml new file mode 100644 index 00000000..2479032c --- /dev/null +++ b/multirun/2024-03-19/09-28-07/40/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 8 + nb_filters: 128 + ks: 160 + bottleneck: true diff --git a/multirun/2024-03-19/09-28-07/40/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/40/.hydra/hydra.yaml new file mode 100644 index 00000000..da9f885e --- /dev/null +++ b/multirun/2024-03-19/09-28-07/40/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=8 + - models.model.nb_filters=128 + - models.model.ks=160 + - models.model.bottleneck=True + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=True,models.model.ks=160,models.model.nb_filters=128,models.model.nf=8,models=InceptionTime + id: '40' + num: 40 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/40 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/40/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/40/.hydra/overrides.yaml new file mode 100644 index 00000000..b15984a6 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/40/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=8 +- models.model.nb_filters=128 +- models.model.ks=160 +- models.model.bottleneck=True +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/40/main.log b/multirun/2024-03-19/09-28-07/40/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/41/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/41/.hydra/config.yaml new file mode 100644 index 00000000..2479032c --- /dev/null +++ b/multirun/2024-03-19/09-28-07/41/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 8 + nb_filters: 128 + ks: 160 + bottleneck: true diff --git a/multirun/2024-03-19/09-28-07/41/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/41/.hydra/hydra.yaml new file mode 100644 index 00000000..af1a96b1 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/41/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=8 + - models.model.nb_filters=128 + - models.model.ks=160 + - models.model.bottleneck=True + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=True,models.model.ks=160,models.model.nb_filters=128,models.model.nf=8,models=InceptionTime + id: '41' + num: 41 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/41 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/41/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/41/.hydra/overrides.yaml new file mode 100644 index 00000000..b15984a6 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/41/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=8 +- models.model.nb_filters=128 +- models.model.ks=160 +- models.model.bottleneck=True +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/41/main.log b/multirun/2024-03-19/09-28-07/41/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/42/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/42/.hydra/config.yaml new file mode 100644 index 00000000..2479032c --- /dev/null +++ b/multirun/2024-03-19/09-28-07/42/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 8 + nb_filters: 128 + ks: 160 + bottleneck: true diff --git a/multirun/2024-03-19/09-28-07/42/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/42/.hydra/hydra.yaml new file mode 100644 index 00000000..fcc27fba --- /dev/null +++ b/multirun/2024-03-19/09-28-07/42/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=8 + - models.model.nb_filters=128 + - models.model.ks=160 + - models.model.bottleneck=True + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=True,models.model.ks=160,models.model.nb_filters=128,models.model.nf=8,models=InceptionTime + id: '42' + num: 42 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/42 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/42/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/42/.hydra/overrides.yaml new file mode 100644 index 00000000..b15984a6 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/42/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=8 +- models.model.nb_filters=128 +- models.model.ks=160 +- models.model.bottleneck=True +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/42/main.log b/multirun/2024-03-19/09-28-07/42/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/43/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/43/.hydra/config.yaml new file mode 100644 index 00000000..2479032c --- /dev/null +++ b/multirun/2024-03-19/09-28-07/43/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 8 + nb_filters: 128 + ks: 160 + bottleneck: true diff --git a/multirun/2024-03-19/09-28-07/43/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/43/.hydra/hydra.yaml new file mode 100644 index 00000000..3e0d1293 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/43/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=8 + - models.model.nb_filters=128 + - models.model.ks=160 + - models.model.bottleneck=True + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=True,models.model.ks=160,models.model.nb_filters=128,models.model.nf=8,models=InceptionTime + id: '43' + num: 43 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/43 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/43/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/43/.hydra/overrides.yaml new file mode 100644 index 00000000..b15984a6 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/43/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=8 +- models.model.nb_filters=128 +- models.model.ks=160 +- models.model.bottleneck=True +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/43/main.log b/multirun/2024-03-19/09-28-07/43/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/44/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/44/.hydra/config.yaml new file mode 100644 index 00000000..b4eb2f55 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/44/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 16 + nb_filters: 32 + ks: 40 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/44/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/44/.hydra/hydra.yaml new file mode 100644 index 00000000..87561c85 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/44/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=16 + - models.model.nb_filters=32 + - models.model.ks=40 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=40,models.model.nb_filters=32,models.model.nf=16,models=InceptionTime + id: '44' + num: 44 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/44 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/44/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/44/.hydra/overrides.yaml new file mode 100644 index 00000000..78ca6a20 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/44/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=16 +- models.model.nb_filters=32 +- models.model.ks=40 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/44/main.log b/multirun/2024-03-19/09-28-07/44/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/45/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/45/.hydra/config.yaml new file mode 100644 index 00000000..b4eb2f55 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/45/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 16 + nb_filters: 32 + ks: 40 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/45/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/45/.hydra/hydra.yaml new file mode 100644 index 00000000..9410c877 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/45/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=16 + - models.model.nb_filters=32 + - models.model.ks=40 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=40,models.model.nb_filters=32,models.model.nf=16,models=InceptionTime + id: '45' + num: 45 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/45 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/45/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/45/.hydra/overrides.yaml new file mode 100644 index 00000000..78ca6a20 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/45/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=16 +- models.model.nb_filters=32 +- models.model.ks=40 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/45/main.log b/multirun/2024-03-19/09-28-07/45/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/46/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/46/.hydra/config.yaml new file mode 100644 index 00000000..b4eb2f55 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/46/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 16 + nb_filters: 32 + ks: 40 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/46/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/46/.hydra/hydra.yaml new file mode 100644 index 00000000..5b3834eb --- /dev/null +++ b/multirun/2024-03-19/09-28-07/46/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=16 + - models.model.nb_filters=32 + - models.model.ks=40 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=40,models.model.nb_filters=32,models.model.nf=16,models=InceptionTime + id: '46' + num: 46 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/46 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/46/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/46/.hydra/overrides.yaml new file mode 100644 index 00000000..78ca6a20 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/46/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=16 +- models.model.nb_filters=32 +- models.model.ks=40 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/46/main.log b/multirun/2024-03-19/09-28-07/46/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/47/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/47/.hydra/config.yaml new file mode 100644 index 00000000..b4eb2f55 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/47/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 16 + nb_filters: 32 + ks: 40 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/47/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/47/.hydra/hydra.yaml new file mode 100644 index 00000000..8e4ca0ff --- /dev/null +++ b/multirun/2024-03-19/09-28-07/47/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=16 + - models.model.nb_filters=32 + - models.model.ks=40 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=40,models.model.nb_filters=32,models.model.nf=16,models=InceptionTime + id: '47' + num: 47 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/47 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/47/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/47/.hydra/overrides.yaml new file mode 100644 index 00000000..78ca6a20 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/47/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=16 +- models.model.nb_filters=32 +- models.model.ks=40 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/47/main.log b/multirun/2024-03-19/09-28-07/47/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/48/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/48/.hydra/config.yaml new file mode 100644 index 00000000..ccf3d437 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/48/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 128 + nb_filters: 16 + ks: 80 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/48/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/48/.hydra/hydra.yaml new file mode 100644 index 00000000..f1ad2c4e --- /dev/null +++ b/multirun/2024-03-19/09-28-07/48/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=128 + - models.model.nb_filters=16 + - models.model.ks=80 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=80,models.model.nb_filters=16,models.model.nf=128,models=InceptionTime + id: '48' + num: 48 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/48 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/48/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/48/.hydra/overrides.yaml new file mode 100644 index 00000000..f886ac9b --- /dev/null +++ b/multirun/2024-03-19/09-28-07/48/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=128 +- models.model.nb_filters=16 +- models.model.ks=80 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/48/main.log b/multirun/2024-03-19/09-28-07/48/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/49/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/49/.hydra/config.yaml new file mode 100644 index 00000000..ccf3d437 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/49/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 128 + nb_filters: 16 + ks: 80 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/49/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/49/.hydra/hydra.yaml new file mode 100644 index 00000000..272d7924 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/49/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=128 + - models.model.nb_filters=16 + - models.model.ks=80 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=80,models.model.nb_filters=16,models.model.nf=128,models=InceptionTime + id: '49' + num: 49 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/49 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/49/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/49/.hydra/overrides.yaml new file mode 100644 index 00000000..f886ac9b --- /dev/null +++ b/multirun/2024-03-19/09-28-07/49/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=128 +- models.model.nb_filters=16 +- models.model.ks=80 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/49/main.log b/multirun/2024-03-19/09-28-07/49/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/5/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/5/.hydra/config.yaml new file mode 100644 index 00000000..20a23075 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/5/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 8 + nb_filters: 16 + ks: 10 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/5/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/5/.hydra/hydra.yaml new file mode 100644 index 00000000..7edd6cbf --- /dev/null +++ b/multirun/2024-03-19/09-28-07/5/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=8 + - models.model.nb_filters=16 + - models.model.ks=10 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=10,models.model.nb_filters=16,models.model.nf=8,models=InceptionTime + id: '5' + num: 5 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/5 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/5/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/5/.hydra/overrides.yaml new file mode 100644 index 00000000..9b1442be --- /dev/null +++ b/multirun/2024-03-19/09-28-07/5/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=8 +- models.model.nb_filters=16 +- models.model.ks=10 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/5/main.log b/multirun/2024-03-19/09-28-07/5/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/50/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/50/.hydra/config.yaml new file mode 100644 index 00000000..ccf3d437 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/50/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 128 + nb_filters: 16 + ks: 80 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/50/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/50/.hydra/hydra.yaml new file mode 100644 index 00000000..ce390c4f --- /dev/null +++ b/multirun/2024-03-19/09-28-07/50/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=128 + - models.model.nb_filters=16 + - models.model.ks=80 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=80,models.model.nb_filters=16,models.model.nf=128,models=InceptionTime + id: '50' + num: 50 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/50 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/50/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/50/.hydra/overrides.yaml new file mode 100644 index 00000000..f886ac9b --- /dev/null +++ b/multirun/2024-03-19/09-28-07/50/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=128 +- models.model.nb_filters=16 +- models.model.ks=80 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/50/main.log b/multirun/2024-03-19/09-28-07/50/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/51/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/51/.hydra/config.yaml new file mode 100644 index 00000000..ccf3d437 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/51/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 128 + nb_filters: 16 + ks: 80 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/51/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/51/.hydra/hydra.yaml new file mode 100644 index 00000000..42625560 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/51/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=128 + - models.model.nb_filters=16 + - models.model.ks=80 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=80,models.model.nb_filters=16,models.model.nf=128,models=InceptionTime + id: '51' + num: 51 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/51 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/51/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/51/.hydra/overrides.yaml new file mode 100644 index 00000000..f886ac9b --- /dev/null +++ b/multirun/2024-03-19/09-28-07/51/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=128 +- models.model.nb_filters=16 +- models.model.ks=80 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/51/main.log b/multirun/2024-03-19/09-28-07/51/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/52/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/52/.hydra/config.yaml new file mode 100644 index 00000000..ccf3d437 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/52/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 128 + nb_filters: 16 + ks: 80 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/52/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/52/.hydra/hydra.yaml new file mode 100644 index 00000000..e5b12c50 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/52/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=128 + - models.model.nb_filters=16 + - models.model.ks=80 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=80,models.model.nb_filters=16,models.model.nf=128,models=InceptionTime + id: '52' + num: 52 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/52 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/52/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/52/.hydra/overrides.yaml new file mode 100644 index 00000000..f886ac9b --- /dev/null +++ b/multirun/2024-03-19/09-28-07/52/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=128 +- models.model.nb_filters=16 +- models.model.ks=80 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/52/main.log b/multirun/2024-03-19/09-28-07/52/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/53/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/53/.hydra/config.yaml new file mode 100644 index 00000000..ccf3d437 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/53/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 128 + nb_filters: 16 + ks: 80 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/53/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/53/.hydra/hydra.yaml new file mode 100644 index 00000000..81153f70 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/53/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=128 + - models.model.nb_filters=16 + - models.model.ks=80 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=80,models.model.nb_filters=16,models.model.nf=128,models=InceptionTime + id: '53' + num: 53 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/53 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/53/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/53/.hydra/overrides.yaml new file mode 100644 index 00000000..f886ac9b --- /dev/null +++ b/multirun/2024-03-19/09-28-07/53/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=128 +- models.model.nb_filters=16 +- models.model.ks=80 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/53/main.log b/multirun/2024-03-19/09-28-07/53/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/54/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/54/.hydra/config.yaml new file mode 100644 index 00000000..ccf3d437 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/54/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 128 + nb_filters: 16 + ks: 80 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/54/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/54/.hydra/hydra.yaml new file mode 100644 index 00000000..2ff59e77 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/54/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=128 + - models.model.nb_filters=16 + - models.model.ks=80 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=80,models.model.nb_filters=16,models.model.nf=128,models=InceptionTime + id: '54' + num: 54 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/54 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/54/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/54/.hydra/overrides.yaml new file mode 100644 index 00000000..f886ac9b --- /dev/null +++ b/multirun/2024-03-19/09-28-07/54/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=128 +- models.model.nb_filters=16 +- models.model.ks=80 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/54/main.log b/multirun/2024-03-19/09-28-07/54/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/55/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/55/.hydra/config.yaml new file mode 100644 index 00000000..ccf3d437 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/55/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 128 + nb_filters: 16 + ks: 80 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/55/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/55/.hydra/hydra.yaml new file mode 100644 index 00000000..c4c987e3 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/55/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=128 + - models.model.nb_filters=16 + - models.model.ks=80 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=80,models.model.nb_filters=16,models.model.nf=128,models=InceptionTime + id: '55' + num: 55 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/55 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/55/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/55/.hydra/overrides.yaml new file mode 100644 index 00000000..f886ac9b --- /dev/null +++ b/multirun/2024-03-19/09-28-07/55/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=128 +- models.model.nb_filters=16 +- models.model.ks=80 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/55/main.log b/multirun/2024-03-19/09-28-07/55/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/56/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/56/.hydra/config.yaml new file mode 100644 index 00000000..ccf3d437 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/56/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 128 + nb_filters: 16 + ks: 80 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/56/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/56/.hydra/hydra.yaml new file mode 100644 index 00000000..68b9a0aa --- /dev/null +++ b/multirun/2024-03-19/09-28-07/56/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=128 + - models.model.nb_filters=16 + - models.model.ks=80 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=80,models.model.nb_filters=16,models.model.nf=128,models=InceptionTime + id: '56' + num: 56 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/56 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/56/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/56/.hydra/overrides.yaml new file mode 100644 index 00000000..f886ac9b --- /dev/null +++ b/multirun/2024-03-19/09-28-07/56/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=128 +- models.model.nb_filters=16 +- models.model.ks=80 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/56/main.log b/multirun/2024-03-19/09-28-07/56/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/57/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/57/.hydra/config.yaml new file mode 100644 index 00000000..ccf3d437 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/57/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 128 + nb_filters: 16 + ks: 80 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/57/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/57/.hydra/hydra.yaml new file mode 100644 index 00000000..83ad7e1f --- /dev/null +++ b/multirun/2024-03-19/09-28-07/57/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=128 + - models.model.nb_filters=16 + - models.model.ks=80 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=80,models.model.nb_filters=16,models.model.nf=128,models=InceptionTime + id: '57' + num: 57 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/57 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/57/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/57/.hydra/overrides.yaml new file mode 100644 index 00000000..f886ac9b --- /dev/null +++ b/multirun/2024-03-19/09-28-07/57/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=128 +- models.model.nb_filters=16 +- models.model.ks=80 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/57/main.log b/multirun/2024-03-19/09-28-07/57/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/58/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/58/.hydra/config.yaml new file mode 100644 index 00000000..ccf3d437 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/58/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 128 + nb_filters: 16 + ks: 80 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/58/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/58/.hydra/hydra.yaml new file mode 100644 index 00000000..839d8867 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/58/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=128 + - models.model.nb_filters=16 + - models.model.ks=80 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=80,models.model.nb_filters=16,models.model.nf=128,models=InceptionTime + id: '58' + num: 58 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/58 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/58/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/58/.hydra/overrides.yaml new file mode 100644 index 00000000..f886ac9b --- /dev/null +++ b/multirun/2024-03-19/09-28-07/58/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=128 +- models.model.nb_filters=16 +- models.model.ks=80 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/58/main.log b/multirun/2024-03-19/09-28-07/58/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/59/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/59/.hydra/config.yaml new file mode 100644 index 00000000..ccf3d437 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/59/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 128 + nb_filters: 16 + ks: 80 + bottleneck: false diff --git a/multirun/2024-03-19/09-28-07/59/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/59/.hydra/hydra.yaml new file mode 100644 index 00000000..f83bcd56 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/59/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=128 + - models.model.nb_filters=16 + - models.model.ks=80 + - models.model.bottleneck=False + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=False,models.model.ks=80,models.model.nb_filters=16,models.model.nf=128,models=InceptionTime + id: '59' + num: 59 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/59 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/59/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/59/.hydra/overrides.yaml new file mode 100644 index 00000000..f886ac9b --- /dev/null +++ b/multirun/2024-03-19/09-28-07/59/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=128 +- models.model.nb_filters=16 +- models.model.ks=80 +- models.model.bottleneck=False +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/59/main.log b/multirun/2024-03-19/09-28-07/59/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/6/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/6/.hydra/config.yaml new file mode 100644 index 00000000..0ea97505 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/6/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 128 + nb_filters: 16 + ks: 20 + bottleneck: true diff --git a/multirun/2024-03-19/09-28-07/6/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/6/.hydra/hydra.yaml new file mode 100644 index 00000000..152324be --- /dev/null +++ b/multirun/2024-03-19/09-28-07/6/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=128 + - models.model.nb_filters=16 + - models.model.ks=20 + - models.model.bottleneck=True + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=True,models.model.ks=20,models.model.nb_filters=16,models.model.nf=128,models=InceptionTime + id: '6' + num: 6 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/6 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/6/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/6/.hydra/overrides.yaml new file mode 100644 index 00000000..8fd77d5c --- /dev/null +++ b/multirun/2024-03-19/09-28-07/6/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=128 +- models.model.nb_filters=16 +- models.model.ks=20 +- models.model.bottleneck=True +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/6/main.log b/multirun/2024-03-19/09-28-07/6/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/7/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/7/.hydra/config.yaml new file mode 100644 index 00000000..860607c5 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/7/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 8 + nb_filters: 16 + ks: 160 + bottleneck: true diff --git a/multirun/2024-03-19/09-28-07/7/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/7/.hydra/hydra.yaml new file mode 100644 index 00000000..539484a9 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/7/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=8 + - models.model.nb_filters=16 + - models.model.ks=160 + - models.model.bottleneck=True + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=True,models.model.ks=160,models.model.nb_filters=16,models.model.nf=8,models=InceptionTime + id: '7' + num: 7 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/7 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/7/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/7/.hydra/overrides.yaml new file mode 100644 index 00000000..d31e3c1b --- /dev/null +++ b/multirun/2024-03-19/09-28-07/7/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=8 +- models.model.nb_filters=16 +- models.model.ks=160 +- models.model.bottleneck=True +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/7/main.log b/multirun/2024-03-19/09-28-07/7/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/8/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/8/.hydra/config.yaml new file mode 100644 index 00000000..f844c0dc --- /dev/null +++ b/multirun/2024-03-19/09-28-07/8/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 64 + nb_filters: 16 + ks: 80 + bottleneck: true diff --git a/multirun/2024-03-19/09-28-07/8/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/8/.hydra/hydra.yaml new file mode 100644 index 00000000..3fe69d04 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/8/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=64 + - models.model.nb_filters=16 + - models.model.ks=80 + - models.model.bottleneck=True + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=True,models.model.ks=80,models.model.nb_filters=16,models.model.nf=64,models=InceptionTime + id: '8' + num: 8 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/8 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/8/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/8/.hydra/overrides.yaml new file mode 100644 index 00000000..a86969d5 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/8/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=64 +- models.model.nb_filters=16 +- models.model.ks=80 +- models.model.bottleneck=True +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/8/main.log b/multirun/2024-03-19/09-28-07/8/main.log new file mode 100644 index 00000000..e69de29b diff --git a/multirun/2024-03-19/09-28-07/9/.hydra/config.yaml b/multirun/2024-03-19/09-28-07/9/.hydra/config.yaml new file mode 100644 index 00000000..794f74ea --- /dev/null +++ b/multirun/2024-03-19/09-28-07/9/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 128 + nb_filters: 64 + ks: 160 + bottleneck: true diff --git a/multirun/2024-03-19/09-28-07/9/.hydra/hydra.yaml b/multirun/2024-03-19/09-28-07/9/.hydra/hydra.yaml new file mode 100644 index 00000000..00151124 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/9/.hydra/hydra.yaml @@ -0,0 +1,185 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: MULTIRUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=MULTIRUN + task: + - models.model.nf=128 + - models.model.nb_filters=64 + - models.model.ks=160 + - models.model.bottleneck=True + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models.model.bottleneck=True,models.model.ks=160,models.model.nb_filters=64,models.model.nf=128,models=InceptionTime + id: '9' + num: 9 + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/multirun/2024-03-19/09-28-07/9 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/multirun/2024-03-19/09-28-07/9/.hydra/overrides.yaml b/multirun/2024-03-19/09-28-07/9/.hydra/overrides.yaml new file mode 100644 index 00000000..eac76041 --- /dev/null +++ b/multirun/2024-03-19/09-28-07/9/.hydra/overrides.yaml @@ -0,0 +1,6 @@ +- models.model.nf=128 +- models.model.nb_filters=64 +- models.model.ks=160 +- models.model.bottleneck=True +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/multirun/2024-03-19/09-28-07/9/main.log b/multirun/2024-03-19/09-28-07/9/main.log new file mode 100644 index 00000000..e69de29b diff --git a/outputs/2024-03-19/09-26-55/.hydra/config.yaml b/outputs/2024-03-19/09-26-55/.hydra/config.yaml new file mode 100644 index 00000000..8ff4da0c --- /dev/null +++ b/outputs/2024-03-19/09-26-55/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 32 + nb_filters: 32 + ks: 40 + bottleneck: true diff --git a/outputs/2024-03-19/09-26-55/.hydra/hydra.yaml b/outputs/2024-03-19/09-26-55/.hydra/hydra.yaml new file mode 100644 index 00000000..fd715a33 --- /dev/null +++ b/outputs/2024-03-19/09-26-55/.hydra/hydra.yaml @@ -0,0 +1,181 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: RUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=RUN + task: + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models=InceptionTime + id: ??? + num: ??? + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/outputs/2024-03-19/09-26-55 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/outputs/2024-03-19/09-26-55/.hydra/overrides.yaml b/outputs/2024-03-19/09-26-55/.hydra/overrides.yaml new file mode 100644 index 00000000..32726d21 --- /dev/null +++ b/outputs/2024-03-19/09-26-55/.hydra/overrides.yaml @@ -0,0 +1,2 @@ +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/outputs/2024-03-19/09-26-55/main.log b/outputs/2024-03-19/09-26-55/main.log new file mode 100644 index 00000000..e69de29b diff --git a/outputs/2024-03-19/09-27-23/.hydra/config.yaml b/outputs/2024-03-19/09-27-23/.hydra/config.yaml new file mode 100644 index 00000000..8ff4da0c --- /dev/null +++ b/outputs/2024-03-19/09-27-23/.hydra/config.yaml @@ -0,0 +1,18 @@ +dataset_name: +- Handwriting +training_params: + epochs: 500 + lr: 0.001 +datasets: + model_params: + _target_: codes.dataset.Datasets.Datasets + data_params: + ts_length: 24 + normalize: true +models: + model: + _target_: codes.models.InceptionTime.InceptionTime_classifier + nf: 32 + nb_filters: 32 + ks: 40 + bottleneck: true diff --git a/outputs/2024-03-19/09-27-23/.hydra/hydra.yaml b/outputs/2024-03-19/09-27-23/.hydra/hydra.yaml new file mode 100644 index 00000000..67515926 --- /dev/null +++ b/outputs/2024-03-19/09-27-23/.hydra/hydra.yaml @@ -0,0 +1,181 @@ +hydra: + run: + dir: outputs/${now:%Y-%m-%d}/${now:%H-%M-%S} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + sampler: + _target_: optuna.samplers.TPESampler + seed: 123 + 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: maximize + storage: null + study_name: main_val + n_trials: 100 + n_jobs: 4 + search_space: null + params: + models.model.nf: choice(8, 16, 32, 64, 128) + models.model.nb_filters: choice(8, 16, 32, 64, 128) + models.model.ks: choice(10, 20, 40, 80, 160) + models.model.bottleneck: bool (True, False) + custom_search_space: 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: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: RUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=RUN + task: + - dataset_name=[Handwriting] + - models=InceptionTime + job: + name: main + chdir: null + override_dirname: dataset_name=[Handwriting],models=InceptionTime + id: ??? + num: ??? + config_name: main_config.yaml + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/configs + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /home/pops/myProjects/ts_classification_mlflow_hydra_optuna/outputs/2024-03-19/09-27-23 + choices: + models: InceptionTime + datasets: dataset_params + search_spaces@hydra.sweeper.params: InceptionTime + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + 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/outputs/2024-03-19/09-27-23/.hydra/overrides.yaml b/outputs/2024-03-19/09-27-23/.hydra/overrides.yaml new file mode 100644 index 00000000..32726d21 --- /dev/null +++ b/outputs/2024-03-19/09-27-23/.hydra/overrides.yaml @@ -0,0 +1,2 @@ +- dataset_name=[Handwriting] +- models=InceptionTime diff --git a/outputs/2024-03-19/09-27-23/main.log b/outputs/2024-03-19/09-27-23/main.log new file mode 100644 index 00000000..e69de29b