diff options
Diffstat (limited to 'wandb/run-20200731_151753-2e8ytus9')
7 files changed, 303 insertions, 0 deletions
diff --git a/wandb/run-20200731_151753-2e8ytus9/config.yaml b/wandb/run-20200731_151753-2e8ytus9/config.yaml new file mode 100644 index 0000000..6c3f152 --- /dev/null +++ b/wandb/run-20200731_151753-2e8ytus9/config.yaml @@ -0,0 +1,111 @@ +wandb_version: 1 + +_wandb: + desc: null + value: + cli_version: 0.8.36 + framework: torch + is_jupyter_run: false + is_kaggle_kernel: false + python_version: 3.8.2 +callback_args: + desc: null + value: + Checkpoint: + monitor: val_accuracy + EarlyStopping: + min_delta: 0.0 + mode: min + monitor: val_loss + patience: 3 + WandbCallback: + log_batch_frequency: 1 + WandbImageLogger: + num_examples: 4 +callbacks: + desc: null + value: + - Checkpoint + - EarlyStopping + - WandbCallback + - WandbImageLogger +criterion: + desc: null + value: CrossEntropyLoss +criterion_args: + desc: null + value: + ignore_index: -100 + reduction: mean + weight: null +data_loader_args: + desc: null + value: + batch_size: 256 + cuda: true + num_workers: 8 + sample_to_balance: true + seed: 4711 + shuffle: true + splits: + - train + - val + subsample_fraction: null + target_transform: null + transform: null +dataloader: + desc: null + value: EmnistDataLoader +experiment_group: + desc: null + value: Sample Experiments +lr_scheduler: + desc: null + value: OneCycleLR +lr_scheduler_args: + desc: null + value: + epochs: 16 + max_lr: 0.001 + steps_per_epoch: 1314 +metrics: + desc: null + value: + - accuracy +model: + desc: null + value: CharacterModel +network: + desc: null + value: LeNet +network_args: + desc: null + value: + input_size: + - 28 + - 28 + output_size: 62 +optimizer: + desc: null + value: AdamW +optimizer_args: + desc: null + value: + amsgrad: false + betas: + - 0.9 + - 0.999 + eps: 1.0e-08 + lr: 0.01 + weight_decay: 0 +resume_experiment: + desc: null + value: null +train_args: + desc: null + value: + batch_size: 256 + epochs: 16 +verbosity: + desc: null + value: 2 diff --git a/wandb/run-20200731_151753-2e8ytus9/media/graph/graph_0_summary_5f222c0c.graph.json b/wandb/run-20200731_151753-2e8ytus9/media/graph/graph_0_summary_5f222c0c.graph.json new file mode 100644 index 0000000..359a2ca --- /dev/null +++ b/wandb/run-20200731_151753-2e8ytus9/media/graph/graph_0_summary_5f222c0c.graph.json @@ -0,0 +1 @@ +{"format": "torch", "nodes": [{"name": "layers.0", "id": 140617887155248, "class_name": "Conv2d(1, 32, kernel_size=(3, 3), stride=(1, 1))", "parameters": [["weight", [32, 1, 3, 3]], ["bias", [32]]], "output_shape": [[2, 32, 26, 26]], "num_parameters": [288, 32]}, {"name": "layers.1", "id": 140617887155056, "class_name": "ReLU(inplace=True)", "parameters": [], "output_shape": [[2, 32, 26, 26]], "num_parameters": []}, {"name": "layers.2", "id": 140617887155200, "class_name": "Conv2d(32, 64, kernel_size=(3, 3), stride=(1, 1))", "parameters": [["weight", [64, 32, 3, 3]], ["bias", [64]]], "output_shape": [[2, 64, 24, 24]], "num_parameters": [18432, 64]}, {"name": "layers.4", "id": 140617887155488, "class_name": "MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False)", "parameters": [], "output_shape": [[2, 64, 12, 12]], "num_parameters": []}, {"name": "layers.5", "id": 140617887155440, "class_name": "Dropout(p=0.2, inplace=False)", "parameters": [], "output_shape": [[2, 64, 12, 12]], "num_parameters": []}, {"name": "layers.6", "id": 140617887155152, "class_name": "Flatten()", "parameters": [], "output_shape": [[2, 9216]], "num_parameters": []}, {"name": "layers.7", "id": 140617887052128, "class_name": "Linear(in_features=9216, out_features=128, bias=True)", "parameters": [["weight", [128, 9216]], ["bias", [128]]], "output_shape": [[2, 128]], "num_parameters": [1179648, 128]}, {"name": "layers.9", "id": 140617887052176, "class_name": "Dropout(p=0.2, inplace=False)", "parameters": [], "output_shape": [[2, 128]], "num_parameters": []}, {"name": "layers.10", "id": 140617887052224, "class_name": "Linear(in_features=128, out_features=62, bias=True)", "parameters": [["weight", [62, 128]], ["bias", [62]]], "output_shape": [[2, 62]], "num_parameters": [7936, 62]}], "edges": []} diff --git a/wandb/run-20200731_151753-2e8ytus9/requirements.txt b/wandb/run-20200731_151753-2e8ytus9/requirements.txt new file mode 100644 index 0000000..10c63b6 --- /dev/null +++ b/wandb/run-20200731_151753-2e8ytus9/requirements.txt @@ -0,0 +1,145 @@ +alabaster==0.7.12 +appdirs==1.4.4 +attrs==19.3.0 +babel==2.8.0 +backcall==0.2.0 +bandit==1.6.2 +black==19.10b0 +bleach==3.1.5 +blessings==1.7 +boltons==20.2.0 +certifi==2020.6.20 +chardet==3.0.4 +click==7.1.2 +configparser==5.0.0 +coverage==5.2.1 +cycler==0.10.0 +darglint==1.5.2 +dataclasses==0.6 +decorator==4.4.2 +defusedxml==0.6.0 +desert==2020.1.6 +docker-pycreds==0.4.0 +docutils==0.16 +dparse==0.5.1 +entrypoints==0.3 +flake8-annotations==2.3.0 +flake8-bandit==2.1.2 +flake8-black==0.2.1 +flake8-bugbear==20.1.4 +flake8-docstrings==1.5.0 +flake8-import-order==0.18.1 +flake8-polyfill==1.0.2 +flake8==3.8.3 +future==0.18.2 +gitdb==4.0.5 +gitpython==3.1.7 +gpustat==0.6.0 +gql==0.2.0 +graphql-core==1.1 +h5py==2.10.0 +idna==2.10 +imagesize==1.2.0 +ipykernel==5.3.4 +ipython-genutils==0.2.0 +ipython==7.16.1 +ipywidgets==7.5.1 +jedi==0.17.2 +jinja2==2.11.2 +jsonschema==3.2.0 +jupyter-client==6.1.6 +jupyter-console==6.1.0 +jupyter-core==4.6.3 +jupyter==1.0.0 +kiwisolver==1.2.0 +loguru==0.5.1 +markupsafe==1.1.1 +marshmallow==3.7.1 +matplotlib==3.3.0 +mccabe==0.6.1 +mistune==0.8.4 +more-itertools==8.4.0 +mypy-extensions==0.4.3 +mypy==0.770 +nbconvert==5.6.1 +nbformat==5.0.7 +notebook==6.0.3 +numpy==1.19.1 +nvidia-ml-py3==7.352.0 +opencv-python==4.3.0.36 +packaging==20.4 +pandocfilters==1.4.2 +parso==0.7.1 +pathspec==0.8.0 +pathtools==0.1.2 +pbr==5.4.5 +pexpect==4.8.0 +pickleshare==0.7.5 +pillow==7.2.0 +pip==20.2 +pluggy==0.13.1 +prometheus-client==0.8.0 +promise==2.3 +prompt-toolkit==3.0.5 +psutil==5.7.2 +ptyprocess==0.6.0 +py==1.9.0 +pycodestyle==2.6.0 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