diff options
Diffstat (limited to 'wandb/run-20200731_160632-2x5j8g6d')
22 files changed, 522 insertions, 0 deletions
diff --git a/wandb/run-20200731_160632-2x5j8g6d/config.yaml b/wandb/run-20200731_160632-2x5j8g6d/config.yaml new file mode 100644 index 0000000..f8813b6 --- /dev/null +++ b/wandb/run-20200731_160632-2x5j8g6d/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: 10 + 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_160632-2x5j8g6d/media/graph/graph_0_summary_e437d211.graph.json b/wandb/run-20200731_160632-2x5j8g6d/media/graph/graph_0_summary_e437d211.graph.json new file mode 100644 index 0000000..350e1ba --- /dev/null +++ b/wandb/run-20200731_160632-2x5j8g6d/media/graph/graph_0_summary_e437d211.graph.json @@ -0,0 +1 @@ +{"format": "torch", "nodes": [{"name": "layers.0", "id": 140565579297840, "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": 140565579297648, "class_name": "ReLU(inplace=True)", "parameters": [], "output_shape": [[2, 32, 26, 26]], "num_parameters": []}, {"name": "layers.2", "id": 140565579297792, "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": 140565579298080, "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": 140565579298032, "class_name": "Dropout(p=0.2, inplace=False)", "parameters": [], "output_shape": [[2, 64, 12, 12]], "num_parameters": []}, {"name": "layers.6", "id": 140565579297744, "class_name": "Flatten()", "parameters": [], "output_shape": [[2, 9216]], "num_parameters": []}, {"name": "layers.7", "id": 140565579194720, "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": 140565579194768, "class_name": "Dropout(p=0.2, inplace=False)", "parameters": [], "output_shape": [[2, 128]], "num_parameters": []}, {"name": "layers.10", "id": 140565579194816, "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_160632-2x5j8g6d/media/images/examples_104.png b/wandb/run-20200731_160632-2x5j8g6d/media/images/examples_104.png Binary files differnew file mode 100644 index 0000000..80739e6 --- /dev/null +++ b/wandb/run-20200731_160632-2x5j8g6d/media/images/examples_104.png diff --git a/wandb/run-20200731_160632-2x5j8g6d/media/images/examples_120.png b/wandb/run-20200731_160632-2x5j8g6d/media/images/examples_120.png Binary files differnew file mode 100644 index 0000000..80739e6 --- /dev/null +++ b/wandb/run-20200731_160632-2x5j8g6d/media/images/examples_120.png diff --git a/wandb/run-20200731_160632-2x5j8g6d/media/images/examples_135.png b/wandb/run-20200731_160632-2x5j8g6d/media/images/examples_135.png Binary files differnew file mode 100644 index 0000000..80739e6 --- /dev/null +++ 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+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 +pydocstyle==5.0.2 +pyflakes==2.2.0 +pygments==2.6.1 +pyparsing==2.4.7 +pyrsistent==0.16.0 +pytest-cov==2.10.0 +pytest-mock==3.2.0 +pytest==5.4.3 +python-dateutil==2.8.1 +pytz==2020.1 +pyyaml==5.3.1 +pyzmq==19.0.1 +qtconsole==4.7.5 +qtpy==1.9.0 +redis==3.5.3 +redlock-py==1.0.8 +regex==2020.7.14 +requests==2.24.0 +safety==1.9.0 +send2trash==1.5.0 +sentry-sdk==0.16.2 +setuptools==41.2.0 +shortuuid==1.0.1 +six==1.15.0 +smmap==3.0.4 +snowballstemmer==2.0.0 +sphinx-autodoc-typehints==1.11.0 +sphinx-rtd-theme==0.4.3 +sphinx==3.1.2 +sphinxcontrib-applehelp==1.0.2 +sphinxcontrib-devhelp==1.0.2 +sphinxcontrib-htmlhelp==1.0.3 +sphinxcontrib-jsmath==1.0.1 +sphinxcontrib-qthelp==1.0.3 +sphinxcontrib-serializinghtml==1.1.4 +stevedore==3.2.0 +subprocess32==3.5.4 +terminado==0.8.3 +testpath==0.4.4 +text-recognizer==0.1.0 +toml==0.10.1 +torch==1.5.1 +torchsummary==1.5.1 +torchvision==0.6.1 +tornado==6.0.4 +tqdm==4.48.0 +traitlets==4.3.3 +typed-ast==1.4.1 +typeguard==2.9.1 +typing-extensions==3.7.4.2 +typing-inspect==0.6.0 +urllib3==1.25.10 +wandb==0.8.36 +watchdog==0.10.3 +wcwidth==0.2.5 +webencodings==0.5.1 +widgetsnbextension==3.5.1 +xdoctest==0.12.0 diff --git a/wandb/run-20200731_160632-2x5j8g6d/wandb-events.jsonl b/wandb/run-20200731_160632-2x5j8g6d/wandb-events.jsonl new file mode 100644 index 0000000..d625b95 --- /dev/null +++ b/wandb/run-20200731_160632-2x5j8g6d/wandb-events.jsonl @@ -0,0 +1,6 @@ +{"system.gpu.0.gpu": 72.6, "system.gpu.0.memory": 45.73, "system.gpu.0.memoryAllocated": 23.27, "system.gpu.0.temp": 57.87, "system.gpu.process.0.gpu": 72.6, "system.gpu.process.0.memory": 45.73, "system.gpu.process.0.memoryAllocated": 23.27, "system.gpu.process.0.temp": 57.87, "system.gpu.0.powerWatts": 141.22, "system.gpu.0.powerPercent": 65.68, "system.gpu.process.0.powerWatts": 141.22, "system.gpu.process.0.powerPercent": 65.68, "system.cpu": 44.09, "system.memory": 69.02, "system.disk": 37.2, "system.proc.memory.availableMB": 4962.05, "system.proc.memory.rssMB": 2575.24, "system.proc.memory.percent": 16.09, "system.proc.cpu.threads": 19.6, "system.network.sent": 1921542, "system.network.recv": 713597, "_wandb": true, "_timestamp": 1596211621, "_runtime": 28} +{"system.gpu.0.gpu": 76.6, "system.gpu.0.memory": 47.87, "system.gpu.0.memoryAllocated": 24.18, "system.gpu.0.temp": 62.67, "system.gpu.process.0.gpu": 76.6, "system.gpu.process.0.memory": 47.87, "system.gpu.process.0.memoryAllocated": 24.18, "system.gpu.process.0.temp": 62.67, 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true, "_timestamp": 1596211712, "_runtime": 119} +{"system.gpu.0.gpu": 78.6, "system.gpu.0.memory": 47.73, "system.gpu.0.memoryAllocated": 24.23, "system.gpu.0.temp": 66.0, "system.gpu.process.0.gpu": 78.6, "system.gpu.process.0.memory": 47.73, "system.gpu.process.0.memoryAllocated": 24.23, "system.gpu.process.0.temp": 66.0, "system.gpu.0.powerWatts": 152.95, "system.gpu.0.powerPercent": 71.14, "system.gpu.process.0.powerWatts": 152.95, "system.gpu.process.0.powerPercent": 71.14, "system.cpu": 51.94, "system.memory": 69.96, "system.disk": 37.2, "system.proc.memory.availableMB": 4808.46, "system.proc.memory.rssMB": 2581.21, "system.proc.memory.percent": 16.13, "system.proc.cpu.threads": 20.93, "system.network.sent": 10126688, "system.network.recv": 3744849, "_wandb": true, "_timestamp": 1596211743, "_runtime": 150} +{"system.gpu.0.gpu": 73.53, "system.gpu.0.memory": 44.6, "system.gpu.0.memoryAllocated": 24.22, "system.gpu.0.temp": 65.33, "system.gpu.process.0.gpu": 73.53, 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