Working Emnist lines dataset.

7 files changed, 289 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}}