diff options
| author | aktersnurra <gustaf.rydholm@gmail.com> | 2020-08-03 23:33:34 +0200 |
|---|---|---|
| committer | aktersnurra <gustaf.rydholm@gmail.com> | 2020-08-03 23:33:34 +0200 |
| commit | 07dd14116fe1d8148fb614b160245287533620fc (patch) | |
| tree | 63395d88b17a14ad453c52889fcf541e6cbbdd3e /wandb | |
| parent | 704451318eb6b0b600ab314cb5aabfac82416bda (diff) | |
Working Emnist lines dataset.
Diffstat (limited to 'wandb')
270 files changed, 7921 insertions, 0 deletions
diff --git a/wandb/run-20200731_144041-7eru0nzk/config.yaml b/wandb/run-20200731_144041-7eru0nzk/config.yaml new file mode 100644 index 0000000..136cc6d --- /dev/null +++ b/wandb/run-20200731_144041-7eru0nzk/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: accuracy + EarlyStopping: + min_delta: 0.0 + mode: min + monitor: val_loss + patience: 3 + WandbCallback: + log_batch_frequency: 1 +callbacks: + desc: null + value: + - Checkpoint + - EarlyStopping + - WandbCallback +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 +device: + desc: null + value: cuda:0 +experiment_group: + desc: null + value: Sample-Experiments +lr_scheduler: + desc: null + value: OneCycleLR +lr_scheduler_args: + desc: null + value: + epochs: 4 + 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: 0730_192958 +train_args: + desc: null + value: + batch_size: 256 + epochs: 4 +verbosity: + desc: null + value: 2 diff --git a/wandb/run-20200731_144041-7eru0nzk/media/graph/graph_0_summary_b63b3ad9.graph.json b/wandb/run-20200731_144041-7eru0nzk/media/graph/graph_0_summary_b63b3ad9.graph.json new file mode 100644 index 0000000..6cac62f --- /dev/null +++ b/wandb/run-20200731_144041-7eru0nzk/media/graph/graph_0_summary_b63b3ad9.graph.json @@ -0,0 +1 @@ +{"format": "torch", "nodes": [{"name": "layers.0", "id": 139872022281808, "class_name": "Conv2d(1, 32, kernel_size=(3, 3), stride=(1, 1))", "parameters": [["weight", [32, 1, 3, 3]], ["bias", [32]]], "output_shape": [[256, 32, 26, 26]], "num_parameters": [288, 32]}, {"name": "layers.1", "id": 139872022281616, "class_name": "ReLU(inplace=True)", "parameters": [], "output_shape": [[256, 32, 26, 26]], "num_parameters": []}, {"name": "layers.2", "id": 139872022920496, "class_name": "Conv2d(32, 64, kernel_size=(3, 3), stride=(1, 1))", "parameters": [["weight", [64, 32, 3, 3]], ["bias", [64]]], "output_shape": [[256, 64, 24, 24]], "num_parameters": [18432, 64]}, {"name": "layers.4", "id": 139872022920304, "class_name": "MaxPool2d(kernel_size=2, stride=2, padding=0, dilation=1, ceil_mode=False)", "parameters": [], "output_shape": [[256, 64, 12, 12]], "num_parameters": []}, {"name": "layers.5", "id": 139872022920640, "class_name": "Dropout(p=0.2, inplace=False)", "parameters": [], "output_shape": [[256, 64, 12, 12]], "num_parameters": []}, {"name": "layers.6", "id": 139872022920400, "class_name": "Flatten()", "parameters": [], "output_shape": [[256, 9216]], "num_parameters": []}, {"name": "layers.7", "id": 139872022920448, "class_name": "Linear(in_features=9216, out_features=128, bias=True)", "parameters": [["weight", [128, 9216]], ["bias", [128]]], "output_shape": [[256, 128]], "num_parameters": [1179648, 128]}, {"name": "layers.9", "id": 139872022920544, "class_name": "Dropout(p=0.2, inplace=False)", "parameters": [], "output_shape": [[256, 128]], "num_parameters": []}, {"name": "layers.10", "id": 139872022920256, "class_name": "Linear(in_features=128, out_features=62, bias=True)", "parameters": [["weight", [62, 128]], ["bias", [62]]], "output_shape": [[256, 62]], "num_parameters": [7936, 62]}], "edges": []} diff --git a/wandb/run-20200731_144041-7eru0nzk/requirements.txt b/wandb/run-20200731_144041-7eru0nzk/requirements.txt new file mode 100644 index 0000000..796d9db --- /dev/null +++ b/wandb/run-20200731_144041-7eru0nzk/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==4.2.0.34 +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==19.2.3 +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==2.9.0 +pytest-mock==3.1.0 +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==1.10.3 +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==0.6.0 +tornado==6.0.4 +tqdm==4.46.1 +traitlets==4.3.3 +typed-ast==1.4.1 +typeguard==2.7.1 +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_144041-7eru0nzk/wandb-events.jsonl b/wandb/run-20200731_144041-7eru0nzk/wandb-events.jsonl new file mode 100644 index 0000000..7e428e0 --- /dev/null +++ b/wandb/run-20200731_144041-7eru0nzk/wandb-events.jsonl @@ -0,0 +1 @@ +{"system.gpu.0.gpu": 4.5, "system.gpu.0.memory": 2.0, "system.gpu.0.memoryAllocated": 19.05, "system.gpu.0.temp": 44.0, "system.gpu.process.0.gpu": 4.5, "system.gpu.process.0.memory": 2.0, "system.gpu.process.0.memoryAllocated": 19.05, "system.gpu.process.0.temp": 44.0, "system.gpu.0.powerWatts": 48.72, "system.gpu.0.powerPercent": 22.66, "system.gpu.process.0.powerWatts": 48.72, "system.gpu.process.0.powerPercent": 22.66, "system.cpu": 40.1, "system.memory": 64.9, "system.disk": 37.1, "system.proc.memory.availableMB": 5618.7, "system.proc.memory.rssMB": 2593.63, "system.proc.memory.percent": 16.21, "system.proc.cpu.threads": 10.0, "system.network.sent": 41438, "system.network.recv": 155505, "_wandb": true, "_timestamp": 1596206444, "_runtime": 1} diff --git a/wandb/run-20200731_144041-7eru0nzk/wandb-history.jsonl b/wandb/run-20200731_144041-7eru0nzk/wandb-history.jsonl new file mode 100644 index 0000000..e69de29 --- /dev/null +++ b/wandb/run-20200731_144041-7eru0nzk/wandb-history.jsonl diff --git a/wandb/run-20200731_144041-7eru0nzk/wandb-metadata.json b/wandb/run-20200731_144041-7eru0nzk/wandb-metadata.json new file mode 100644 index 0000000..6a77d5f --- /dev/null +++ b/wandb/run-20200731_144041-7eru0nzk/wandb-metadata.json @@ -0,0 +1,30 @@ +{ + "root": "/home/akternurra/Documents/projects/quest-for-general-artifical-intelligence/projects/text-recognizer", + "program": "<python with no main file>", + "git": { + "remote": "git@github.com:aktersnurra/text-recognizer.git", + "commit": "fa461db6132e7a22f3aa1bb48cce8981890325fb" + }, + "email": "gustaf.rydholm@gmail.com", + "startedAt": "2020-07-31T14:40:42.461094", + "host": "kompjuter", + "username": "akternurra", + "executable": "/home/akternurra/.cache/pypoetry/virtualenvs/text-recognizer-N1c_zsdp-py3.8/bin/python", + "os": "Linux-5.4.0-42-generic-x86_64-with-glibc2.27", + "python": "3.8.2", + "gpu": "GeForce RTX 2070", + "gpu_count": 1, + "cpu_count": 12, + "cuda": "10.1.105", + "args": [ + "--gpu=-1", + "--save", + "--experiment_config={\"dataloader\": \"EmnistDataLoader\", \"data_loader_args\": {\"splits\": [\"train\", \"val\"], \"sample_to_balance\": true, \"subsample_fraction\": null, \"transform\": null, \"target_transform\": null, \"batch_size\": 256, \"shuffle\": true, \"num_workers\": 8, \"cuda\": true, \"seed\": 4711}, \"model\": \"CharacterModel\", \"metrics\": [\"accuracy\"], \"network\": \"LeNet\", \"network_args\": {\"input_size\": [28, 28], \"output_size\": 62}, \"train_args\": {\"batch_size\": 256, \"epochs\": 4}, \"criterion\": \"CrossEntropyLoss\", \"criterion_args\": {\"weight\": null, \"ignore_index\": -100, \"reduction\": \"mean\"}, \"optimizer\": \"AdamW\", \"optimizer_args\": {\"lr\": 0.01, \"betas\": [0.9, 0.999], \"eps\": 1e-08, \"weight_decay\": 0, \"amsgrad\": false}, \"lr_scheduler\": \"OneCycleLR\", \"lr_scheduler_args\": {\"max_lr\": 0.001, \"epochs\": 4}, \"callbacks\": [\"Checkpoint\", \"EarlyStopping\", \"WandbCallback\"], \"callback_args\": {\"Checkpoint\": {\"monitor\": \"accuracy\"}, \"EarlyStopping\": {\"monitor\": \"val_loss\", \"min_delta\": 0.0, \"patience\": 3, \"mode\": \"min\"}, \"WandbCallback\": {\"log_batch_frequency\": 1}}, \"verbosity\": 2, \"resume_experiment\": \"0730_192958\", \"experiment_group\": \"Sample-Experiments\"}" + ], + "state": "failed", + "jobType": null, + "mode": "run", + "project": "text-recognizer", + "heartbeatAt": "2020-07-31T14:40:44.312154", + "exitcode": 1 +} diff --git a/wandb/run-20200731_144041-7eru0nzk/wandb-summary.json b/wandb/run-20200731_144041-7eru0nzk/wandb-summary.json new file mode 100644 index 0000000..34eba79 --- /dev/null +++ b/wandb/run-20200731_144041-7eru0nzk/wandb-summary.json @@ -0,0 +1 @@ +{"graph_0": {"_type": "graph-file", "path": "media/graph/graph_0_summary_b63b3ad9.graph.json", "sha256": "b63b3ad9203f03262b4f2c10071bd3afe7efd24840bf685542af8f85b6a356d7", "size": 1832}} diff --git a/wandb/run-20200731_144301-1x3qae54/config.yaml b/wandb/run-20200731_144301-1x3qae54/config.yaml new file mode 100644 index 0000000..8f92593 --- /dev/null +++ b/wandb/run-20200731_144301-1x3qae54/config.yaml @@ -0,0 +1,108 @@ +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: accuracy + EarlyStopping: + min_delta: 0.0 + mode: min + monitor: val_loss + patience: 3 + WandbCallback: + log_batch_frequency: 1 +callbacks: + desc: null + value: + - Checkpoint + - EarlyStopping + - WandbCallback +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: 4 + 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: 4 +verbosity: + desc: null + value: 2 diff --git a/wandb/run-20200731_144301-1x3qae54/media/graph/graph_0_summary_155cb476.graph.json b/wandb/run-20200731_144301-1x3qae54/media/graph/graph_0_summary_155cb476.graph.json new file mode 100644 index 0000000..bbd6a85 --- /dev/null +++ b/wandb/run-20200731_144301-1x3qae54/media/graph/graph_0_summary_155cb476.graph.json @@ -0,0 +1 @@ +{"format": "torch", "nodes": [{"name": "layers.0", "id": 140098852597040, "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": 140098852596848, "class_name": "ReLU(inplace=True)", "parameters": [], "output_shape": [[2, 32, 26, 26]], "num_parameters": []}, {"name": "layers.2", "id": 140098852596992, "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": 140098852597280, "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": 140098852597232, "class_name": "Dropout(p=0.2, inplace=False)", "parameters": [], "output_shape": [[2, 64, 12, 12]], "num_parameters": []}, {"name": "layers.6", "id": 140098852596944, "class_name": "Flatten()", "parameters": [], "output_shape": [[2, 9216]], "num_parameters": []}, {"name": "layers.7", "id": 140098852597328, "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": 140098852597184, "class_name": "Dropout(p=0.2, inplace=False)", "parameters": [], "output_shape": [[2, 128]], "num_parameters": []}, {"name": "layers.10", "id": 140100891686896, "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_144301-1x3qae54/requirements.txt b/wandb/run-20200731_144301-1x3qae54/requirements.txt new file mode 100644 index 0000000..796d9db --- /dev/null +++ b/wandb/run-20200731_144301-1x3qae54/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 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log_batch_frequency: 1 +callbacks: + desc: null + value: + - Checkpoint + - EarlyStopping + - WandbCallback +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: 4 + 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: 4 +verbosity: + desc: null + value: 2 diff --git a/wandb/run-20200731_145627-28kizbir/media/graph/graph_0_summary_b9aa3b53.graph.json b/wandb/run-20200731_145627-28kizbir/media/graph/graph_0_summary_b9aa3b53.graph.json new file mode 100644 index 0000000..94c4333 --- /dev/null +++ b/wandb/run-20200731_145627-28kizbir/media/graph/graph_0_summary_b9aa3b53.graph.json @@ -0,0 +1 @@ +{"format": "torch", "nodes": [{"name": "layers.0", "id": 140254855480560, "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": 140254855480368, "class_name": "ReLU(inplace=True)", "parameters": [], "output_shape": [[2, 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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: 4 + 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: 4 +verbosity: + desc: null + value: 2 diff --git a/wandb/run-20200731_150820-2tfrmzcg/media/graph/graph_0_summary_0edadb48.graph.json b/wandb/run-20200731_150820-2tfrmzcg/media/graph/graph_0_summary_0edadb48.graph.json new file mode 100644 index 0000000..5aeaecb --- /dev/null +++ b/wandb/run-20200731_150820-2tfrmzcg/media/graph/graph_0_summary_0edadb48.graph.json @@ -0,0 +1 @@ +{"format": "torch", "nodes": [{"name": "layers.0", "id": 139814908724272, "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": 139814908724080, "class_name": 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b/wandb/run-20200731_151247-3qj84a2y/config.yaml @@ -0,0 +1,110 @@ +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 +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: 2 + 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: 2 +verbosity: + desc: null + value: 2 diff --git a/wandb/run-20200731_151247-3qj84a2y/media/graph/graph_0_summary_1c12eedc.graph.json b/wandb/run-20200731_151247-3qj84a2y/media/graph/graph_0_summary_1c12eedc.graph.json new file mode 100644 index 0000000..b72ba20 --- /dev/null +++ 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b/wandb/run-20200731_151247-3qj84a2y/requirements.txt new file mode 100644 index 0000000..10c63b6 --- /dev/null +++ b/wandb/run-20200731_151247-3qj84a2y/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 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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 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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: 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/dev/null +++ b/wandb/run-20200731_152132-1yh9vh8k/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_152132-1yh9vh8k/media/graph/graph_0_summary_b2b9fe98.graph.json b/wandb/run-20200731_152132-1yh9vh8k/media/graph/graph_0_summary_b2b9fe98.graph.json new file mode 100644 index 0000000..900ec1f --- /dev/null +++ b/wandb/run-20200731_152132-1yh9vh8k/media/graph/graph_0_summary_b2b9fe98.graph.json @@ -0,0 +1 @@ +{"format": "torch", "nodes": [{"name": "layers.0", "id": 140379080664112, "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": 140379080663920, "class_name": "ReLU(inplace=True)", "parameters": [], "output_shape": [[2, 32, 26, 26]], "num_parameters": []}, {"name": "layers.2", "id": 140379080664064, "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": 140379080664352, "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": 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b/wandb/run-20200731_152132-1yh9vh8k/requirements.txt new file mode 100644 index 0000000..10c63b6 --- /dev/null +++ b/wandb/run-20200731_152132-1yh9vh8k/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 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b/wandb/run-20200731_152514-3r7xbbkm/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: 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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_152555-45qn8rho/media/graph/graph_0_summary_d3b6410a.graph.json b/wandb/run-20200731_152555-45qn8rho/media/graph/graph_0_summary_d3b6410a.graph.json new file mode 100644 index 0000000..3b8d277 --- /dev/null +++ b/wandb/run-20200731_152555-45qn8rho/media/graph/graph_0_summary_d3b6410a.graph.json @@ -0,0 +1 @@ +{"format": "torch", "nodes": [{"name": "layers.0", "id": 140503758984240, "class_name": "Conv2d(1, 32, 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+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_153049-3umrhzi5/media/graph/graph_0_summary_8b3c2360.graph.json b/wandb/run-20200731_153049-3umrhzi5/media/graph/graph_0_summary_8b3c2360.graph.json new file mode 100644 index 0000000..284ae90 --- /dev/null +++ b/wandb/run-20200731_153049-3umrhzi5/media/graph/graph_0_summary_8b3c2360.graph.json @@ -0,0 +1 @@ +{"format": "torch", "nodes": [{"name": "layers.0", "id": 140101923341360, "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": 140101923341168, "class_name": "ReLU(inplace=True)", "parameters": [], "output_shape": [[2, 32, 26, 26]], "num_parameters": []}, {"name": "layers.2", "id": 140101923341312, "class_name": "Conv2d(32, 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index 0000000..f8813b6 --- /dev/null +++ b/wandb/run-20200731_160357-3tq05mdm/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_160357-3tq05mdm/media/graph/graph_0_summary_97659cc1.graph.json b/wandb/run-20200731_160357-3tq05mdm/media/graph/graph_0_summary_97659cc1.graph.json new file mode 100644 index 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a/wandb/run-20200731_160357-3tq05mdm/requirements.txt b/wandb/run-20200731_160357-3tq05mdm/requirements.txt new file mode 100644 index 0000000..10c63b6 --- /dev/null +++ b/wandb/run-20200731_160357-3tq05mdm/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 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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": 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a/wandb/run-20200731_160632-2x5j8g6d/requirements.txt b/wandb/run-20200731_160632-2x5j8g6d/requirements.txt new file mode 100644 index 0000000..10c63b6 --- /dev/null +++ b/wandb/run-20200731_160632-2x5j8g6d/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 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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 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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 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a/wandb/run-20200731_165207-1ipqqax6/requirements.txt b/wandb/run-20200731_165207-1ipqqax6/requirements.txt new file mode 100644 index 0000000..10c63b6 --- /dev/null +++ b/wandb/run-20200731_165207-1ipqqax6/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 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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: 1 diff --git a/wandb/run-20200731_200927-r504fu7h/media/graph/graph_0_summary_1247f856.graph.json b/wandb/run-20200731_200927-r504fu7h/media/graph/graph_0_summary_1247f856.graph.json new file mode 100644 index 0000000..572f2a7 --- /dev/null +++ b/wandb/run-20200731_200927-r504fu7h/media/graph/graph_0_summary_1247f856.graph.json @@ -0,0 +1 @@ +{"format": "torch", "nodes": [{"name": "layers.0", "id": 140483865262880, "class_name": "Conv2d(1, 32, kernel_size=(3, 3), stride=(1, 1))", "parameters": [["weight", [32, 1, 3, 3]], ["bias", [32]]], "output_shape": [[2, 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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 + OneCycleLR: null + WandbCallback: + log_batch_frequency: 10 + WandbImageLogger: + num_examples: 4 +callbacks: + desc: null + value: + - Checkpoint + - EarlyStopping + - WandbCallback + - WandbImageLogger + - OneCycleLR +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: EmnistDataLoaders +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: 1 diff --git a/wandb/run-20200801_013051-2ex33rng/media/graph/graph_0_summary_2193c33d.graph.json b/wandb/run-20200801_013051-2ex33rng/media/graph/graph_0_summary_2193c33d.graph.json new file mode 100644 index 0000000..e920e24 --- /dev/null +++ b/wandb/run-20200801_013051-2ex33rng/media/graph/graph_0_summary_2193c33d.graph.json @@ -0,0 +1 @@ +{"format": "torch", "nodes": [{"name": "layers.0", "id": 140032512008688, "class_name": 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