diff options
author | aktersnurra <gustaf.rydholm@gmail.com> | 2020-08-03 23:40:38 +0200 |
---|---|---|
committer | aktersnurra <gustaf.rydholm@gmail.com> | 2020-08-03 23:40:38 +0200 |
commit | d570eaaafeced22db3263636e538eddb26b29871 (patch) | |
tree | 875d93466ab010a189ae0cffcb07fad86f09d178 /wandb/run-20200731_221350-3knv96uj | |
parent | 07dd14116fe1d8148fb614b160245287533620fc (diff) |
Removed wandb files that should not have been pushed.
Diffstat (limited to 'wandb/run-20200731_221350-3knv96uj')
23 files changed, 0 insertions, 351 deletions
diff --git a/wandb/run-20200731_221350-3knv96uj/config.yaml b/wandb/run-20200731_221350-3knv96uj/config.yaml deleted file mode 100644 index 188005c..0000000 --- a/wandb/run-20200731_221350-3knv96uj/config.yaml +++ /dev/null @@ -1,113 +0,0 @@ -wandb_version: 1 - -_wandb: - desc: null - value: - cli_version: 0.9.4 - 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 - 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: 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_221350-3knv96uj/media/graph/graph_0_summary_204b9a17.graph.json b/wandb/run-20200731_221350-3knv96uj/media/graph/graph_0_summary_204b9a17.graph.json deleted file mode 100644 index 352def9..0000000 --- a/wandb/run-20200731_221350-3knv96uj/media/graph/graph_0_summary_204b9a17.graph.json +++ /dev/null @@ -1 +0,0 @@ -{"format": "torch", "nodes": [{"name": "layers.0", "id": 140457429525648, "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": 140457429525456, "class_name": "ReLU(inplace=True)", "parameters": [], "output_shape": [[2, 32, 26, 26]], "num_parameters": []}, {"name": "layers.2", "id": 140457429422288, "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": 140457429422336, "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": 140457429422384, "class_name": "Dropout(p=0.2, inplace=False)", "parameters": [], "output_shape": [[2, 64, 12, 12]], "num_parameters": []}, {"name": "layers.6", "id": 140457429422144, "class_name": "Flatten()", "parameters": [], "output_shape": [[2, 9216]], "num_parameters": []}, {"name": "layers.7", "id": 140457429422192, "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": 140457429422240, "class_name": "Dropout(p=0.2, inplace=False)", "parameters": [], "output_shape": [[2, 128]], "num_parameters": []}, {"name": "layers.10", "id": 140457429741520, "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_221350-3knv96uj/media/images/examples_12.png b/wandb/run-20200731_221350-3knv96uj/media/images/examples_12.png Binary files differdeleted file mode 100644 index 2a0fe2d..0000000 --- a/wandb/run-20200731_221350-3knv96uj/media/images/examples_12.png +++ /dev/null diff --git a/wandb/run-20200731_221350-3knv96uj/media/images/examples_15.png b/wandb/run-20200731_221350-3knv96uj/media/images/examples_15.png Binary files differdeleted file mode 100644 index 2a0fe2d..0000000 --- a/wandb/run-20200731_221350-3knv96uj/media/images/examples_15.png +++ /dev/null diff --git a/wandb/run-20200731_221350-3knv96uj/media/images/examples_18.png b/wandb/run-20200731_221350-3knv96uj/media/images/examples_18.png Binary files differdeleted file mode 100644 index 2a0fe2d..0000000 --- a/wandb/run-20200731_221350-3knv96uj/media/images/examples_18.png +++ /dev/null diff --git a/wandb/run-20200731_221350-3knv96uj/media/images/examples_2.png b/wandb/run-20200731_221350-3knv96uj/media/images/examples_2.png Binary files differdeleted file mode 100644 index 2a0fe2d..0000000 --- a/wandb/run-20200731_221350-3knv96uj/media/images/examples_2.png +++ /dev/null diff --git a/wandb/run-20200731_221350-3knv96uj/media/images/examples_22.png b/wandb/run-20200731_221350-3knv96uj/media/images/examples_22.png Binary files differdeleted file mode 100644 index 2a0fe2d..0000000 --- a/wandb/run-20200731_221350-3knv96uj/media/images/examples_22.png +++ /dev/null diff --git a/wandb/run-20200731_221350-3knv96uj/media/images/examples_25.png b/wandb/run-20200731_221350-3knv96uj/media/images/examples_25.png Binary files differdeleted file mode 100644 index 2a0fe2d..0000000 --- a/wandb/run-20200731_221350-3knv96uj/media/images/examples_25.png +++ /dev/null diff --git a/wandb/run-20200731_221350-3knv96uj/media/images/examples_28.png b/wandb/run-20200731_221350-3knv96uj/media/images/examples_28.png Binary files differdeleted file mode 100644 index 2a0fe2d..0000000 --- a/wandb/run-20200731_221350-3knv96uj/media/images/examples_28.png +++ /dev/null diff --git a/wandb/run-20200731_221350-3knv96uj/media/images/examples_32.png b/wandb/run-20200731_221350-3knv96uj/media/images/examples_32.png Binary files differdeleted file mode 100644 index 2a0fe2d..0000000 --- a/wandb/run-20200731_221350-3knv96uj/media/images/examples_32.png +++ /dev/null diff --git a/wandb/run-20200731_221350-3knv96uj/media/images/examples_35.png b/wandb/run-20200731_221350-3knv96uj/media/images/examples_35.png Binary files differdeleted file mode 100644 index 2a0fe2d..0000000 --- a/wandb/run-20200731_221350-3knv96uj/media/images/examples_35.png +++ /dev/null diff --git a/wandb/run-20200731_221350-3knv96uj/media/images/examples_38.png b/wandb/run-20200731_221350-3knv96uj/media/images/examples_38.png Binary files differdeleted file mode 100644 index 2a0fe2d..0000000 --- a/wandb/run-20200731_221350-3knv96uj/media/images/examples_38.png +++ /dev/null diff --git a/wandb/run-20200731_221350-3knv96uj/media/images/examples_42.png b/wandb/run-20200731_221350-3knv96uj/media/images/examples_42.png Binary files differdeleted file mode 100644 index 2a0fe2d..0000000 --- a/wandb/run-20200731_221350-3knv96uj/media/images/examples_42.png +++ /dev/null diff --git a/wandb/run-20200731_221350-3knv96uj/media/images/examples_45.png b/wandb/run-20200731_221350-3knv96uj/media/images/examples_45.png Binary files differdeleted file mode 100644 index 2a0fe2d..0000000 --- a/wandb/run-20200731_221350-3knv96uj/media/images/examples_45.png +++ /dev/null diff --git a/wandb/run-20200731_221350-3knv96uj/media/images/examples_48.png b/wandb/run-20200731_221350-3knv96uj/media/images/examples_48.png Binary files differdeleted file mode 100644 index 2a0fe2d..0000000 --- a/wandb/run-20200731_221350-3knv96uj/media/images/examples_48.png +++ /dev/null diff --git a/wandb/run-20200731_221350-3knv96uj/media/images/examples_5.png b/wandb/run-20200731_221350-3knv96uj/media/images/examples_5.png Binary files differdeleted file mode 100644 index 2a0fe2d..0000000 --- a/wandb/run-20200731_221350-3knv96uj/media/images/examples_5.png +++ /dev/null diff --git a/wandb/run-20200731_221350-3knv96uj/media/images/examples_52.png b/wandb/run-20200731_221350-3knv96uj/media/images/examples_52.png Binary files differdeleted file mode 100644 index 2a0fe2d..0000000 --- a/wandb/run-20200731_221350-3knv96uj/media/images/examples_52.png +++ /dev/null diff --git a/wandb/run-20200731_221350-3knv96uj/media/images/examples_8.png b/wandb/run-20200731_221350-3knv96uj/media/images/examples_8.png Binary files differdeleted file mode 100644 index 2a0fe2d..0000000 --- a/wandb/run-20200731_221350-3knv96uj/media/images/examples_8.png +++ /dev/null diff --git a/wandb/run-20200731_221350-3knv96uj/requirements.txt b/wandb/run-20200731_221350-3knv96uj/requirements.txt deleted file mode 100644 index 61a6f5b..0000000 --- a/wandb/run-20200731_221350-3knv96uj/requirements.txt +++ /dev/null @@ -1,145 +0,0 @@ -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 -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==0.9.4 -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_221350-3knv96uj/wandb-events.jsonl b/wandb/run-20200731_221350-3knv96uj/wandb-events.jsonl deleted file mode 100644 index b68c6fd..0000000 --- a/wandb/run-20200731_221350-3knv96uj/wandb-events.jsonl +++ /dev/null @@ -1,7 +0,0 @@ -{"system.gpu.0.gpu": 75.4, "system.gpu.0.memory": 54.87, "system.gpu.0.memoryAllocated": 21.93, "system.gpu.0.temp": 62.33, "system.gpu.process.0.gpu": 75.4, "system.gpu.process.0.memory": 54.87, "system.gpu.process.0.memoryAllocated": 21.93, "system.gpu.process.0.temp": 62.33, "system.gpu.0.powerWatts": 146.74, "system.gpu.0.powerPercent": 68.25, "system.gpu.process.0.powerWatts": 146.74, "system.gpu.process.0.powerPercent": 68.25, "system.cpu": 43.47, "system.memory": 68.8, "system.disk": 37.36, "system.proc.memory.availableMB": 4992.14, "system.proc.memory.rssMB": 2582.71, "system.proc.memory.percent": 16.14, "system.proc.cpu.threads": 19.6, "system.network.sent": 530861, "system.network.recv": 463077, "_wandb": true, "_timestamp": 1596226459, "_runtime": 29} -{"system.gpu.0.gpu": 78.87, "system.gpu.0.memory": 57.07, "system.gpu.0.memoryAllocated": 22.32, "system.gpu.0.temp": 64.87, "system.gpu.process.0.gpu": 78.87, "system.gpu.process.0.memory": 57.07, "system.gpu.process.0.memoryAllocated": 22.32, "system.gpu.process.0.temp": 64.87, "system.gpu.0.powerWatts": 151.79, "system.gpu.0.powerPercent": 70.6, "system.gpu.process.0.powerWatts": 151.79, "system.gpu.process.0.powerPercent": 70.6, "system.cpu": 47.05, "system.memory": 68.75, "system.disk": 37.4, "system.proc.memory.availableMB": 5000.82, "system.proc.memory.rssMB": 2585.97, "system.proc.memory.percent": 16.16, "system.proc.cpu.threads": 20.4, "system.network.sent": 1065257, "system.network.recv": 672104, "_wandb": true, "_timestamp": 1596226490, "_runtime": 59} -{"system.gpu.0.gpu": 80.8, "system.gpu.0.memory": 58.93, "system.gpu.0.memoryAllocated": 22.32, "system.gpu.0.temp": 66.0, "system.gpu.process.0.gpu": 80.8, "system.gpu.process.0.memory": 58.93, "system.gpu.process.0.memoryAllocated": 22.32, "system.gpu.process.0.temp": 66.0, "system.gpu.0.powerWatts": 156.62, "system.gpu.0.powerPercent": 72.85, "system.gpu.process.0.powerWatts": 156.62, "system.gpu.process.0.powerPercent": 72.85, "system.cpu": 46.07, "system.memory": 68.75, "system.disk": 37.4, "system.proc.memory.availableMB": 5001.93, "system.proc.memory.rssMB": 2587.38, "system.proc.memory.percent": 16.17, "system.proc.cpu.threads": 20.93, "system.network.sent": 1486500, "system.network.recv": 967462, "_wandb": true, "_timestamp": 1596226520, "_runtime": 89} -{"system.gpu.0.gpu": 78.73, "system.gpu.0.memory": 57.4, "system.gpu.0.memoryAllocated": 22.32, "system.gpu.0.temp": 66.13, "system.gpu.process.0.gpu": 78.73, "system.gpu.process.0.memory": 57.4, "system.gpu.process.0.memoryAllocated": 22.32, "system.gpu.process.0.temp": 66.13, "system.gpu.0.powerWatts": 151.71, "system.gpu.0.powerPercent": 70.56, "system.gpu.process.0.powerWatts": 151.71, "system.gpu.process.0.powerPercent": 70.56, "system.cpu": 46.59, "system.memory": 68.72, "system.disk": 37.4, "system.proc.memory.availableMB": 5008.87, "system.proc.memory.rssMB": 2586.34, "system.proc.memory.percent": 16.16, "system.proc.cpu.threads": 20.4, "system.network.sent": 1901230, "system.network.recv": 1200867, "_wandb": true, "_timestamp": 1596226550, "_runtime": 119} -{"system.gpu.0.gpu": 81.13, "system.gpu.0.memory": 58.73, "system.gpu.0.memoryAllocated": 22.32, "system.gpu.0.temp": 66.67, "system.gpu.process.0.gpu": 81.13, "system.gpu.process.0.memory": 58.73, "system.gpu.process.0.memoryAllocated": 22.32, "system.gpu.process.0.temp": 66.67, "system.gpu.0.powerWatts": 158.79, "system.gpu.0.powerPercent": 73.86, "system.gpu.process.0.powerWatts": 158.79, "system.gpu.process.0.powerPercent": 73.86, "system.cpu": 46.54, "system.memory": 68.7, "system.disk": 37.4, "system.proc.memory.availableMB": 5007.32, "system.proc.memory.rssMB": 2587.31, "system.proc.memory.percent": 16.17, "system.proc.cpu.threads": 20.4, "system.network.sent": 2306285, "system.network.recv": 1402271, "_wandb": true, "_timestamp": 1596226581, "_runtime": 150} -{"system.gpu.0.gpu": 78.67, "system.gpu.0.memory": 57.33, "system.gpu.0.memoryAllocated": 22.32, "system.gpu.0.temp": 67.0, "system.gpu.process.0.gpu": 78.67, "system.gpu.process.0.memory": 57.33, "system.gpu.process.0.memoryAllocated": 22.32, "system.gpu.process.0.temp": 67.0, "system.gpu.0.powerWatts": 152.16, "system.gpu.0.powerPercent": 70.77, "system.gpu.process.0.powerWatts": 152.16, "system.gpu.process.0.powerPercent": 70.77, "system.cpu": 46.77, "system.memory": 68.74, "system.disk": 37.4, "system.proc.memory.availableMB": 5001.79, "system.proc.memory.rssMB": 2586.98, "system.proc.memory.percent": 16.16, "system.proc.cpu.threads": 21.0, "system.network.sent": 2731030, "system.network.recv": 1617546, "_wandb": true, "_timestamp": 1596226611, "_runtime": 180} -{"system.gpu.0.gpu": 66.2, "system.gpu.0.memory": 49.2, "system.gpu.0.memoryAllocated": 22.32, "system.gpu.0.temp": 65.6, "system.gpu.process.0.gpu": 66.2, "system.gpu.process.0.memory": 49.2, "system.gpu.process.0.memoryAllocated": 22.32, "system.gpu.process.0.temp": 65.6, "system.gpu.0.powerWatts": 129.56, "system.gpu.0.powerPercent": 60.26, "system.gpu.process.0.powerWatts": 129.56, "system.gpu.process.0.powerPercent": 60.26, "system.cpu": 51.14, "system.memory": 68.06, "system.disk": 37.4, "system.proc.memory.availableMB": 5105.9, "system.proc.memory.rssMB": 2524.73, "system.proc.memory.percent": 15.78, "system.proc.cpu.threads": 17.2, "system.network.sent": 2780482, "system.network.recv": 1677499, "_wandb": true, "_timestamp": 1596226620, "_runtime": 189} diff --git a/wandb/run-20200731_221350-3knv96uj/wandb-history.jsonl b/wandb/run-20200731_221350-3knv96uj/wandb-history.jsonl deleted file mode 100644 index 7790e23..0000000 --- a/wandb/run-20200731_221350-3knv96uj/wandb-history.jsonl +++ /dev/null @@ -1,54 +0,0 @@ -{"gradients/layers.10.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 2.0, 2.0, 1.0, 0.0, 2.0, 2.0, 0.0, 1.0, 4.0, 2.0, 3.0, 1.0, 1.0, 2.0, 3.0, 2.0, 1.0, 5.0, 1.0, 0.0, 0.0, 3.0, 1.0, 1.0, 2.0, 3.0, 2.0, 0.0, 1.0, 1.0, 2.0, 0.0, 0.0, 0.0, 0.0, 2.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0], "bins": [-0.015854325145483017, -0.015384496189653873, -0.01491466723382473, -0.014444839209318161, -0.013975010253489017, -0.013505181297659874, -0.013035353273153305, -0.012565524317324162, -0.012095695361495018, -0.011625866405665874, -0.011156037449836731, -0.010686209425330162, -0.010216380469501019, -0.009746551513671875, -0.009276723489165306, -0.008806894533336163, -0.008337065577507019, -0.007867236621677876, -0.007397408131510019, -0.006927579641342163, -0.0064577506855130196, -0.005987921729683876, -0.00551809323951602, -0.005048264749348164, -0.00457843579351902, -0.0041086068376898766, -0.0036387783475220203, -0.0031689496245235205, -0.0026991209015250206, -0.0022292921785265207, -0.0017594634555280209, -0.001289634732529521, -0.0008198060095310211, -0.00034997728653252125, 0.00011985143646597862, 0.0005896801594644785, 0.0010595088824629784, 0.0015293376054614782, 0.001999166328459978, 0.002468995051458478, 0.002938823774456978, 0.0034086524974554777, 0.0038784812204539776, 0.004348309710621834, 0.004818138666450977, 0.005287967622280121, 0.005757796112447977, 0.006227624602615833, 0.006697453558444977, 0.00716728251427412, 0.0076371110044419765, 0.008106939494609833, 0.008576768450438976, 0.00904659740626812, 0.009516425430774689, 0.009986254386603832, 0.010456083342432976, 0.01092591229826212, 0.011395741254091263, 0.011865569278597832, 0.012335398234426975, 0.012805227190256119, 0.013275055214762688, 0.013744884170591831, 0.014214713126420975]}, "gradients/layers.10.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 2.0, 1.0, 0.0, 0.0, 3.0, 3.0, 2.0, 5.0, 8.0, 9.0, 12.0, 16.0, 15.0, 20.0, 28.0, 33.0, 46.0, 59.0, 66.0, 124.0, 135.0, 224.0, 243.0, 366.0, 516.0, 2595.0, 1618.0, 755.0, 387.0, 203.0, 155.0, 73.0, 58.0, 34.0, 31.0, 24.0, 18.0, 6.0, 11.0, 5.0, 5.0, 4.0, 5.0, 2.0, 3.0, 1.0, 2.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0], "bins": [-0.21049191057682037, -0.2044084072113037, -0.19832490384578705, -0.1922413855791092, -0.18615788221359253, -0.18007437884807587, -0.1739908754825592, -0.16790735721588135, -0.16182385385036469, -0.15574035048484802, -0.14965684711933136, -0.1435733437538147, -0.13748982548713684, -0.13140632212162018, -0.12532281875610352, -0.11923930794000626, -0.1131558045744896, -0.10707230120897293, -0.10098879039287567, -0.09490528702735901, -0.08882177621126175, -0.08273827284574509, -0.07665476202964783, -0.07057125866413116, -0.0644877552986145, -0.05840424448251724, -0.05232073739171028, -0.04623723030090332, -0.04015372693538666, -0.0340702198445797, -0.027986712753772736, -0.021903205662965775, -0.015819698572158813, -0.009736191481351852, -0.003652685321867466, 0.0024308213032782078, 0.008514327928423882, 0.014597835019230843, 0.020681340247392654, 0.026764847338199615, 0.03284835442900658, 0.03893186151981354, 0.0450153686106205, 0.05109887570142746, 0.05718237906694412, 0.06326588988304138, 0.06934939324855804, 0.0754329040646553, 0.08151640743017197, 0.08759991079568863, 0.09368342161178589, 0.09976692497730255, 0.10585043579339981, 0.11193393915891647, 0.11801744997501373, 0.1241009533405304, 0.13018445670604706, 0.13626796007156372, 0.14235147833824158, 0.14843498170375824, 0.1545184850692749, 0.16060198843479156, 0.16668550670146942, 0.17276901006698608, 0.17885251343250275]}, "gradients/layers.7.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 2.0, 1.0, 0.0, 3.0, 0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 4.0, 1.0, 3.0, 4.0, 4.0, 3.0, 1.0, 3.0, 4.0, 5.0, 3.0, 2.0, 1.0, 24.0, 4.0, 5.0, 6.0, 1.0, 1.0, 6.0, 3.0, 1.0, 4.0, 3.0, 2.0, 3.0, 0.0, 3.0, 2.0, 0.0, 1.0, 2.0, 2.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.005098482593894005, -0.004934661090373993, -0.004770839586853981, -0.004607018083333969, -0.00444319611415267, -0.004279374610632658, -0.004115553107112646, -0.003951731603592634, -0.0037879101000726223, -0.0036240883637219667, -0.003460266860201955, -0.003296445356681943, -0.0031326236203312874, -0.0029688021168112755, -0.0028049806132912636, -0.002641158876940608, -0.002477337373420596, -0.0023135158699005842, -0.0021496941335499287, -0.0019858726300299168, -0.0018220511265099049, -0.0016582295065745711, -0.0014944078866392374, -0.0013305863831192255, -0.0011667647631838918, -0.001002943143248558, -0.0008391216397285461, -0.0006753000197932124, -0.0005114784580655396, -0.0003476568963378668, -0.0001838353055063635, -2.0013729226775467e-05, 0.00014380784705281258, 0.0003076294087804854, 0.00047145099961198866, 0.0006352725904434919, 0.0007990941521711648, 0.0009629157138988376, 0.0011267373338341713, 0.0012905588373541832, 0.001454380457289517, 0.0016182020772248507, 0.0017820235807448626, 0.0019458452006801963, 0.00210966682061553, 0.002273488324135542, 0.002437309827655554, 0.0026011315640062094, 0.0027649530675262213, 0.002928774571046233, 0.0030925963073968887, 0.0032564178109169006, 0.0034202393144369125, 0.003584061050787568, 0.00374788255430758, 0.0039117042906582355, 0.0040755257941782475, 0.004239347297698259, 0.004403168801218271, 0.004566990304738283, 0.004730811808258295, 0.004894633777439594, 0.005058455280959606, 0.005222276784479618, 0.00538609828799963]}, "gradients/layers.7.weight": {"_type": "histogram", "values": [1.0, 1.0, 7.0, 4.0, 13.0, 24.0, 50.0, 67.0, 147.0, 214.0, 297.0, 503.0, 716.0, 1085.0, 1472.0, 2176.0, 3054.0, 4089.0, 5667.0, 7551.0, 10405.0, 13527.0, 17551.0, 22899.0, 30830.0, 41964.0, 59096.0, 82458.0, 111764.0, 418699.0, 93785.0, 68298.0, 48308.0, 34621.0, 25207.0, 19025.0, 14152.0, 10593.0, 7870.0, 5776.0, 4284.0, 3074.0, 2196.0, 1601.0, 1209.0, 913.0, 691.0, 507.0, 384.0, 264.0, 172.0, 136.0, 92.0, 52.0, 40.0, 23.0, 18.0, 11.0, 5.0, 5.0, 1.0, 1.0, 1.0, 2.0], "bins": [-0.01395786926150322, -0.013479754328727722, -0.013001639395952225, -0.012523524463176727, -0.01204540953040123, -0.011567294597625732, -0.011089179664850235, -0.010611064732074738, -0.01013294979929924, -0.009654834866523743, -0.009176719933748245, -0.008698605000972748, -0.00822049006819725, -0.007742374669760466, -0.007264259736984968, -0.006786144804209471, -0.006308029871433973, -0.005829914938658476, -0.0053518000058829784, -0.004873685073107481, -0.0043955701403319836, -0.003917455207556486, -0.003439340041950345, -0.0029612251091748476, -0.00248311017639935, -0.0020049952436238527, -0.0015268803108483553, -0.001048765261657536, -0.0005706503288820386, -9.25353670027107e-05, 0.0003855795948766172, 0.0008636945858597755, 0.001341809518635273, 0.0018199244514107704, 0.002298039384186268, 0.0027761543169617653, 0.0032542692497372627, 0.003732384415343404, 0.004210499115288258, 0.004688614048063755, 0.0051667289808392525, 0.005644844379276037, 0.006122959312051535, 0.006601074244827032, 0.0070791891776025295, 0.007557304110378027, 0.008035418577492237, 0.008513533510267735, 0.008991649374365807, 0.009469764307141304, 0.009947879239916801, 0.010425994172692299, 0.010904109105467796, 0.011382224038243294, 0.011860338971018791, 0.012338453903794289, 0.012816568836569786, 0.013294683769345284, 0.013772798702120781, 0.014250913634896278, 0.014729028567671776, 0.015207143500447273, 0.01568525843322277, 0.016163373365998268, 0.016641488298773766]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 2.0, 1.0, 6.0, 3.0, 1.0, 2.0, 2.0, 1.0, 0.0, 5.0, 2.0, 9.0, 2.0, 4.0, 1.0, 3.0, 2.0, 0.0, 3.0, 1.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 2.0, 0.0, 1.0], "bins": [-0.005437853280454874, -0.0052653769962489605, -0.005092900712043047, -0.004920423962175846, -0.0047479476779699326, -0.004575471393764019, -0.0044029951095581055, -0.004230518825352192, -0.004058042541146278, -0.003885566024109721, -0.003713089507073164, -0.0035406132228672504, -0.003368136938661337, -0.0031956604216247797, -0.003023184137418866, -0.002850707620382309, -0.0026782313361763954, -0.002505755051970482, -0.0023332785349339247, -0.002160802250728011, -0.001988325733691454, -0.0018158494494855404, -0.0016433731652796268, -0.0014708967646583915, -0.001298420364037156, -0.0011259439634159207, -0.0009534676210023463, -0.0007809912785887718, -0.0006085148779675364, -0.00043603850645013154, -0.0002635621349327266, -9.108576341532171e-05, 8.13906081020832e-05, 0.0002538669796194881, 0.00042634335113689303, 0.0005988196935504675, 0.0007712960941717029, 0.0009437724947929382, 0.0011162487789988518, 0.0012887251796200871, 0.0014612015802413225, 0.0016336779808625579, 0.0018061543814837933, 0.001978630665689707, 0.0021511069498956203, 0.0023235834669321775, 0.002496059751138091, 0.0026685362681746483, 0.002841012552380562, 0.0030134888365864754, 0.0031859653536230326, 0.003358441637828946, 0.0035309181548655033, 0.003703394439071417, 0.0038758707232773304, 0.004048347007483244, 0.004220823757350445, 0.004393300041556358, 0.004565776325762272, 0.004738252609968185, 0.004910728894174099, 0.0050832051783800125, 0.005255681928247213, 0.005428158212453127, 0.0056006344966590405]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [2.0, 0.0, 1.0, 0.0, 0.0, 0.0, 3.0, 2.0, 5.0, 3.0, 3.0, 3.0, 3.0, 4.0, 10.0, 4.0, 12.0, 16.0, 17.0, 14.0, 24.0, 31.0, 39.0, 44.0, 73.0, 107.0, 144.0, 209.0, 333.0, 481.0, 648.0, 937.0, 1391.0, 2072.0, 5635.0, 1239.0, 997.0, 739.0, 563.0, 476.0, 421.0, 361.0, 309.0, 226.0, 165.0, 170.0, 118.0, 93.0, 80.0, 40.0, 49.0, 36.0, 19.0, 13.0, 12.0, 15.0, 10.0, 3.0, 5.0, 1.0, 0.0, 0.0, 1.0, 1.0], "bins": [-0.004918920807540417, -0.00477488711476326, -0.004630853421986103, -0.004486819729208946, -0.004342786036431789, -0.004198751877993345, -0.004054718185216188, -0.003910684492439032, -0.0037666507996618748, -0.003622617106884718, -0.003478583414107561, -0.0033345494884997606, -0.003190515795722604, -0.003046482102945447, -0.0029024481773376465, -0.0027584144845604897, -0.002614380791783333, -0.002470347099006176, -0.002326313406229019, -0.0021822794806212187, -0.002038245787844062, -0.001894212095066905, -0.0017501782858744264, -0.0016061444766819477, -0.0014621107839047909, -0.001318077091127634, -0.0011740432819351554, -0.0010300094727426767, -0.0008859757799655199, -0.0007419420289807022, -0.0005979082779958844, -0.0004538745270110667, -0.00030984077602624893, -0.0001658070250414312, -2.1773274056613445e-05, 0.0001222604769282043, 0.00026629422791302204, 0.0004103279788978398, 0.0005543617298826575, 0.0006983954808674753, 0.000842429231852293, 0.0009864629246294498, 0.0011304967338219285, 0.0012745305430144072, 0.001418564235791564, 0.0015625979285687208, 0.0017066317377611995, 0.0018506655469536781, 0.001994699239730835, 0.002138732932507992, 0.0022827666252851486, 0.002426800550892949, 0.002570834243670106, 0.0027148679364472628, 0.0028589018620550632, 0.00300293555483222, 0.003146969247609377, 0.0032910029403865337, 0.0034350366331636906, 0.003579070558771491, 0.003723104251548648, 0.0038671379443258047, 0.004011171869933605, 0.004155205562710762, 0.004299239255487919]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 1.0, 0.0, 1.0, 0.0, 1.0, 1.0, 2.0, 0.0, 0.0, 0.0, 1.0, 3.0, 1.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 4.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 1.0, 0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0], "bins": [-0.015981297940015793, -0.015551316551864147, -0.015121335163712502, -0.01469135470688343, -0.014261373318731785, -0.01383139193058014, -0.013401410542428493, -0.012971429154276848, -0.012541448697447777, -0.012111467309296131, -0.011681485921144485, -0.01125150453299284, -0.010821523144841194, -0.010391541756689548, -0.009961561299860477, -0.009531579911708832, -0.009101598523557186, -0.00867161713540554, -0.008241635747253895, -0.0078116548247635365, -0.007381673902273178, -0.0069516925141215324, -0.006521711125969887, -0.006091730203479528, -0.005661748815327883, -0.005231767427176237, -0.004801786504685879, -0.004371805116534233, -0.003941823728382587, -0.003511842805892229, -0.0030818614177405834, -0.0026518802624195814, -0.0022218991070985794, -0.0017919179517775774, -0.0013619366800412536, -0.0009319554665125906, -0.0005019742529839277, -7.19930394552648e-05, 0.0003579881740733981, 0.000787969387602061, 0.001217950601130724, 0.001647931756451726, 0.002077912911772728, 0.0025078942999243736, 0.0029378754552453756, 0.0033678566105663776, 0.0037978379987180233, 0.004227818921208382, 0.004657800309360027, 0.005087781697511673, 0.005517762620002031, 0.005947744008153677, 0.006377724930644035, 0.006807706318795681, 0.007237687706947327, 0.007667668629437685, 0.008097650483250618, 0.008527630940079689, 0.008957612328231335, 0.00938759371638298, 0.009817575104534626, 0.010247556492686272, 0.010677536949515343, 0.011107518337666988, 0.011537499725818634]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 3.0, 0.0, 1.0, 5.0, 0.0, 3.0, 5.0, 1.0, 4.0, 2.0, 3.0, 14.0, 12.0, 10.0, 56.0, 19.0, 10.0, 10.0, 5.0, 7.0, 11.0, 9.0, 4.0, 7.0, 7.0, 8.0, 6.0, 5.0, 8.0, 8.0, 4.0, 7.0, 4.0, 1.0, 2.0, 5.0, 4.0, 2.0, 2.0, 0.0, 1.0, 2.0, 1.0, 1.0, 1.0, 0.0, 0.0, 1.0], "bins": [-0.01002452801913023, -0.009694145061075687, -0.009363762103021145, -0.009033379144966602, -0.00870299618691206, -0.008372613228857517, -0.008042230270802975, -0.007711847312748432, -0.00738146435469389, -0.007051081396639347, -0.0067206984385848045, -0.006390315480530262, -0.0060599325224757195, -0.005729549564421177, -0.005399166606366634, -0.005068783648312092, -0.004738400690257549, -0.004408017732203007, -0.004077634774148464, -0.0037472518160939217, -0.003416868858039379, -0.0030864858999848366, -0.002756102941930294, -0.0024257199838757515, -0.002095337025821209, -0.0017649540677666664, -0.0014345711097121239, -0.0011041881516575813, -0.0007738051936030388, -0.00044342223554849625, -0.0001130392774939537, 0.00021734368056058884, 0.0005477266386151314, 0.0008781095966696739, 0.0012084925547242165, 0.001538875512778759, 0.0018692584708333015, 0.002199641428887844, 0.0025300243869423866, 0.002860407344996929, 0.0031907903030514717, 0.0035211732611060143, 0.003851556219160557, 0.004181939177215099, 0.004512322135269642, 0.004842705093324184, 0.005173088051378727, 0.0055034710094332695, 0.005833853967487812, 0.006164236925542355, 0.006494619883596897, 0.00682500284165144, 0.007155385799705982, 0.007485768757760525, 0.007816151715815067, 0.00814653467386961, 0.008476917631924152, 0.008807300589978695, 0.009137683548033237, 0.00946806650608778, 0.009798449464142323, 0.010128832422196865, 0.010459215380251408, 0.01078959833830595, 0.011119981296360493]}, "_runtime": 12.14706039428711, "_timestamp": 1596226439.9068146, "_step": 0} -{"val_accuracy": 0.6696482591324201, "val_loss": 1.0892784723408147, "_runtime": 15.927903890609741, "_timestamp": 1596226443.687658, "_step": 1} -{"examples": {"width": 28, "height": 28, "format": "png", "count": 4, "_type": "images", "captions": ["Prediction: R Confidence: 0.347 Truth: v", "Prediction: 5 Confidence: 0.788 Truth: 5", "Prediction: 2 Confidence: 0.934 Truth: 2", "Prediction: 0 Confidence: 0.512 Truth: 0"]}, "_runtime": 16.22739887237549, "_timestamp": 1596226443.987153, "_step": 2} -{"gradients/layers.10.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 2.0, 1.0, 1.0, 0.0, 1.0, 1.0, 2.0, 1.0, 3.0, 2.0, 6.0, 2.0, 2.0, 4.0, 1.0, 0.0, 1.0, 2.0, 1.0, 4.0, 3.0, 1.0, 1.0, 0.0, 0.0, 1.0, 2.0, 0.0, 2.0, 1.0, 0.0, 1.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.015650536864995956, -0.01520046778023243, -0.014750397764146328, -0.014300328679382801, -0.0138502586632967, -0.013400189578533173, -0.012950119562447071, -0.012500050477683544, -0.012049980461597443, -0.011599911376833916, -0.011149842292070389, -0.010699772275984287, -0.01024970319122076, -0.009799633175134659, -0.009349564090371132, -0.00889949407428503, -0.008449424989521503, -0.007999355904757977, -0.007549285888671875, -0.007099216338247061, -0.0066491467878222466, -0.00619907770305872, -0.005749008152633905, -0.005298938602209091, -0.004848869051784277, -0.004398799501359463, -0.0039487299509346485, -0.003498660633340478, -0.0030485910829156637, -0.0025985215324908495, -0.002148452214896679, -0.0016983826644718647, -0.0012483131140470505, -0.0007982436218298972, -0.00034817412961274385, 0.00010189536260440946, 0.0005519648548215628, 0.001002034405246377, 0.0014521038392558694, 0.0019021732732653618, 0.002352242823690176, 0.0028023123741149902, 0.0032523819245398045, 0.003702451242133975, 0.004152520559728146, 0.00460259011015296, 0.005052659660577774, 0.005502729211002588, 0.0059527987614274025, 0.006402868311852217, 0.006852937862277031, 0.007303007412701845, 0.007753076963126659, 0.008203146047890186, 0.008653216063976288, 0.009103285148739815, 0.009553354233503342, 0.010003424249589443, 0.01045349333435297, 0.010903563350439072, 0.011353632435202599, 0.0118037024512887, 0.012253771536052227, 0.012703841552138329, 0.013153910636901855]}, "gradients/layers.10.weight": {"_type": "histogram", "values": [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0, 0.0, 1.0, 4.0, 4.0, 3.0, 3.0, 5.0, 3.0, 3.0, 7.0, 10.0, 7.0, 15.0, 10.0, 18.0, 33.0, 41.0, 36.0, 60.0, 80.0, 136.0, 155.0, 249.0, 345.0, 509.0, 3179.0, 1544.0, 516.0, 325.0, 188.0, 119.0, 79.0, 68.0, 42.0, 32.0, 23.0, 17.0, 18.0, 7.0, 7.0, 6.0, 5.0, 4.0, 1.0, 2.0, 0.0, 0.0, 2.0, 1.0, 1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0], "bins": [-0.1936197280883789, -0.1878715306520462, -0.1821233183145523, -0.1763751208782196, -0.1706269234418869, -0.1648787260055542, -0.1591305136680603, -0.1533823162317276, -0.1476341187953949, -0.141885906457901, -0.1361377090215683, -0.1303895115852356, -0.1246413066983223, -0.1188931092619896, -0.1131449043750763, -0.10739670693874359, -0.10164850205183029, -0.09590029716491699, -0.09015209972858429, -0.08440389484167099, -0.07865569740533829, -0.07290749251842499, -0.06715929508209229, -0.061411090195178986, -0.055662889033555984, -0.04991468787193298, -0.04416648671030998, -0.03841828554868698, -0.03267008066177368, -0.02692188136279583, -0.02117367833852768, -0.015425477176904678, -0.009677276015281677, -0.003929074387997389, 0.0018191272392868996, 0.007567328866571188, 0.013315530493855476, 0.019063731655478477, 0.024811934679746628, 0.03056013584136963, 0.03630833700299263, 0.04205653816461563, 0.04780473932623863, 0.05355294048786163, 0.05930114537477493, 0.06504934281110764, 0.07079754769802094, 0.07654574513435364, 0.08229395002126694, 0.08804215490818024, 0.09379035234451294, 0.09953855723142624, 0.10528675466775894, 0.11103495955467224, 0.11678315699100494, 0.12253136187791824, 0.12827956676483154, 0.13402776420116425, 0.13977596163749695, 0.14552417397499084, 0.15127237141132355, 0.15702056884765625, 0.16276876628398895, 0.16851697862148285, 0.17426517605781555]}, "gradients/layers.7.bias": {"_type": "histogram", "values": [1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 4.0, 1.0, 2.0, 4.0, 2.0, 4.0, 5.0, 2.0, 3.0, 2.0, 4.0, 4.0, 3.0, 2.0, 1.0, 2.0, 4.0, 23.0, 5.0, 1.0, 3.0, 4.0, 2.0, 2.0, 3.0, 3.0, 4.0, 0.0, 0.0, 2.0, 4.0, 1.0, 3.0, 1.0, 1.0, 2.0, 0.0, 2.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 1.0], "bins": [-0.0038312822580337524, -0.003711652709171176, -0.0035920231603085995, -0.0034723933786153793, -0.003352763829752803, -0.0032331342808902264, -0.0031135044991970062, -0.0029938749503344297, -0.0028742454014718533, -0.0027546158526092768, -0.0026349863037467003, -0.00251535652205348, -0.0023957269731909037, -0.002276097424328327, -0.002156467642635107, -0.0020368380937725306, -0.001917208544909954, -0.0017975789960473776, -0.0016779493307694793, -0.001558319665491581, -0.0014386901166290045, -0.001319060567766428, -0.0011994309024885297, -0.0010798012372106314, -0.0009601716883480549, -0.0008405420812778175, -0.0007209124742075801, -0.0006012828671373427, -0.0004816532600671053, -0.0003620236529968679, -0.0002423940459266305, -0.0001227644388563931, -3.1348317861557007e-06, 0.0001164947752840817, 0.0002361243823543191, 0.0003557539894245565, 0.0004753835964947939, 0.0005950132035650313, 0.0007146428106352687, 0.0008342724177055061, 0.0009539020247757435, 0.00107353157363832, 0.0011931612389162183, 0.0013127909041941166, 0.001432420453056693, 0.0015520500019192696, 0.0016716796671971679, 0.0017913093324750662, 0.0019109388813376427, 0.002030568430200219, 0.0021501979790627956, 0.0022698277607560158, 0.0023894573096185923, 0.0025090868584811687, 0.002628716640174389, 0.0027483461890369654, 0.002867975737899542, 0.0029876052867621183, 0.003107234835624695, 0.003226864617317915, 0.0033464941661804914, 0.003466123715043068, 0.003585753496736288, 0.0037053830455988646, 0.003825012594461441]}, "gradients/layers.7.weight": {"_type": "histogram", "values": [2.0, 0.0, 0.0, 2.0, 2.0, 1.0, 4.0, 3.0, 13.0, 19.0, 28.0, 40.0, 54.0, 64.0, 107.0, 153.0, 265.0, 413.0, 654.0, 1017.0, 1628.0, 2782.0, 4597.0, 7895.0, 13458.0, 23157.0, 39054.0, 62706.0, 96008.0, 142527.0, 478155.0, 105388.0, 68631.0, 45043.0, 29859.0, 19504.0, 12853.0, 8451.0, 5405.0, 3301.0, 2129.0, 1426.0, 904.0, 610.0, 417.0, 260.0, 176.0, 124.0, 96.0, 75.0, 39.0, 38.0, 32.0, 18.0, 17.0, 18.0, 6.0, 7.0, 2.0, 5.0, 3.0, 0.0, 2.0, 1.0], "bins": [-0.014147274196147919, -0.013680816628038883, -0.013214359059929848, -0.012747901491820812, -0.012281443923711777, -0.011814986355602741, -0.011348528787493706, -0.01088207121938467, -0.010415613651275635, -0.0099491560831666, -0.009482698515057564, -0.009016240946948528, -0.008549783378839493, -0.008083325810730457, -0.0076168677769601345, -0.007150410208851099, -0.0066839526407420635, -0.006217495072633028, -0.0057510375045239925, -0.005284579936414957, -0.0048181223683059216, -0.004351664800196886, -0.003885206999257207, -0.0034187494311481714, -0.002952291863039136, -0.0024858342949301004, -0.002019376726821065, -0.0015529190422967076, -0.0010864614741876721, -0.0006200039060786366, -0.00015354627976194024, 0.0003129113174509257, 0.0007793689146637917, 0.0012458264827728271, 0.0017122840508818626, 0.002178741618990898, 0.0026451991870999336, 0.0031116569880396128, 0.0035781145561486483, 0.00404457189142704, 0.004511029459536076, 0.004977487493306398, 0.005443945061415434, 0.005910402629524469, 0.006376860197633505, 0.00684331776574254, 0.007309775333851576, 0.007776232901960611, 0.008242690935730934, 0.00870914850383997, 0.009175606071949005, 0.00964206364005804, 0.010108521208167076, 0.010574978776276112, 0.011041436344385147, 0.011507893912494183, 0.011974351480603218, 0.012440809048712254, 0.012907266616821289, 0.013373724184930325, 0.01384018175303936, 0.014306639321148396, 0.014773096889257431, 0.015239554457366467, 0.015706012025475502]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 2.0, 0.0, 3.0, 3.0, 1.0, 1.0, 2.0, 3.0, 1.0, 3.0, 6.0, 12.0, 1.0, 3.0, 3.0, 3.0, 2.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 2.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.015286536887288094, -0.014822687022387981, -0.014358836226165295, -0.013894986361265182, -0.01343113649636507, -0.012967285700142384, -0.012503435835242271, -0.01203958597034216, -0.011575735174119473, -0.01111188530921936, -0.010648035444319248, -0.010184184648096561, -0.00972033478319645, -0.009256484918296337, -0.00879263412207365, -0.008328784257173538, -0.007864933460950851, -0.007401083596050739, -0.006937233731150627, -0.006473383400589228, -0.006009533070027828, -0.005545683205127716, -0.005081832874566317, -0.004617982544004917, -0.004154132679104805, -0.0036902823485434055, -0.003226432017982006, -0.0027625819202512503, -0.0022987318225204945, -0.001834881491959095, -0.0013710313942283392, -0.0009071811800822616, -0.00044333096593618393, 2.0519219106063247e-05, 0.0004843694041483104, 0.0009482195600867271, 0.0014120697742328048, 0.0018759199883788824, 0.002339770086109638, 0.0028036204166710377, 0.0032674705144017935, 0.0037313206121325493, 0.004195170942693949, 0.004659021273255348, 0.00512287113815546, 0.00558672146871686, 0.006050571799278259, 0.006514421664178371, 0.006978271994739771, 0.00744212232530117, 0.007905972190201283, 0.00836982298642397, 0.008833672851324081, 0.009297522716224194, 0.00976137351244688, 0.010225223377346992, 0.010689073242247105, 0.011152924038469791, 0.011616773903369904, 0.012080623768270016, 0.012544474564492702, 0.013008324429392815, 0.013472174294292927, 0.013936025090515614, 0.014399874955415726]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 0.0, 4.0, 5.0, 1.0, 2.0, 4.0, 2.0, 2.0, 5.0, 1.0, 2.0, 3.0, 5.0, 4.0, 6.0, 5.0, 6.0, 18.0, 13.0, 9.0, 15.0, 24.0, 24.0, 57.0, 80.0, 127.0, 184.0, 257.0, 397.0, 566.0, 686.0, 1208.0, 2721.0, 6881.0, 2137.0, 1020.0, 554.0, 329.0, 264.0, 163.0, 176.0, 138.0, 92.0, 82.0, 47.0, 31.0, 18.0, 17.0, 10.0, 6.0, 4.0, 6.0, 3.0, 4.0], "bins": [-0.016512956470251083, -0.016132714226841927, -0.01575247198343277, -0.015372230671346188, -0.014991989359259605, -0.014611747115850449, -0.014231505803763866, -0.01385126356035471, -0.013471022248268127, -0.01309078000485897, -0.012710538692772388, -0.012330296449363232, -0.01195005513727665, -0.011569812893867493, -0.01118957158178091, -0.010809329338371754, -0.010429088026285172, -0.010048845782876015, -0.009668603539466858, -0.009288362227380276, -0.008908119983971119, -0.008527878671884537, -0.00814763642847538, -0.007767395116388798, -0.007387152872979641, -0.0070069110952317715, -0.006626669317483902, -0.0062464275397360325, -0.005866185761988163, -0.0054859439842402935, -0.005105702206492424, -0.0047254604287445545, -0.004345218650996685, -0.0039649768732488155, -0.003584735095500946, -0.0032044933177530766, -0.002824251540005207, -0.002444009529426694, -0.0020637677516788244, -0.001683525973930955, -0.0013032841961830854, -0.000923042418435216, -0.0005428005824796855, -0.0001625587756279856, 0.00021768303122371435, 0.0005979248089715838, 0.0009781667031347752, 0.0013584084808826447, 0.0017386502586305141, 0.0021188920363783836, 0.002499133814126253, 0.0028793755918741226, 0.003259617369621992, 0.0036398593802005053, 0.004020100925117731, 0.004400342702865601, 0.004780584946274757, 0.005160826724022627, 0.005541068501770496, 0.005921310279518366, 0.006301552057266235, 0.006681793835014105, 0.007062035612761974, 0.007442277390509844, 0.007822519168257713]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 2.0, 1.0, 2.0, 2.0, 0.0, 1.0, 2.0, 1.0, 0.0, 0.0, 1.0, 3.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.08996643126010895, -0.0879056379199028, -0.08584485203027725, -0.0837840586900711, -0.08172327280044556, -0.07966247946023941, -0.07760169357061386, -0.07554090023040771, -0.07348011434078217, -0.07141932100057602, -0.06935853511095047, -0.06729774177074432, -0.06523695588111877, -0.06317616254091263, -0.06111537292599678, -0.05905458331108093, -0.056993793696165085, -0.05493300408124924, -0.05287221446633339, -0.05081142485141754, -0.048750635236501694, -0.046689845621585846, -0.04462905600667, -0.04256826639175415, -0.040507473051548004, -0.038446683436632156, -0.03638589382171631, -0.03432510420680046, -0.03226431459188461, -0.030203524976968765, -0.028142735362052917, -0.02608194574713707, -0.024021156132221222, -0.021960366517305374, -0.019899576902389526, -0.01783878728747368, -0.01577799767255783, -0.013717207126319408, -0.011656416580080986, -0.009595626965165138, -0.0075348373502492905, -0.005474047735333443, -0.0034132576547563076, -0.0013524678070098162, 0.0007083220407366753, 0.0027691118884831667, 0.004829901736229658, 0.006890691816806793, 0.008951481431722641, 0.011012271046638489, 0.013073060661554337, 0.015133851207792759, 0.017194639891386032, 0.01925543136894703, 0.021316220983862877, 0.023377010598778725, 0.025437800213694572, 0.02749858982861042, 0.029559379443526268, 0.031620170921087265, 0.03368096053600311, 0.03574175015091896, 0.03780253976583481, 0.039863329380750656, 0.041924118995666504]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 1.0, 1.0, 3.0, 1.0, 3.0, 0.0, 1.0, 1.0, 0.0, 1.0, 3.0, 1.0, 0.0, 5.0, 2.0, 2.0, 2.0, 2.0, 2.0, 4.0, 11.0, 13.0, 7.0, 11.0, 14.0, 12.0, 6.0, 12.0, 10.0, 6.0, 7.0, 31.0, 23.0, 7.0, 12.0, 11.0, 7.0, 8.0, 8.0, 6.0, 9.0, 2.0, 3.0, 0.0, 6.0, 1.0, 1.0, 1.0, 2.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.03554864227771759, -0.0346410796046257, -0.033733513206243515, -0.03282595053315163, -0.03191838413476944, -0.031010819599032402, -0.030103255063295364, -0.029195690527558327, -0.02828812599182129, -0.0273805633187294, -0.026472998782992363, -0.025565434247255325, -0.024657869711518288, -0.02375030517578125, -0.022842740640044212, -0.021935176104307175, -0.021027611568570137, -0.0201200470328331, -0.01921248249709606, -0.018304917961359024, -0.017397353425621986, -0.01648978888988495, -0.015582225285470486, -0.014674660749733448, -0.01376709621399641, -0.012859531678259373, -0.011951967142522335, -0.011044402606785297, -0.010136839002370834, -0.009229274466633797, -0.008321709930896759, -0.007414145395159721, -0.006506580859422684, -0.005599016323685646, -0.004691451787948608, -0.003783887717872858, -0.0028763231821358204, -0.0019687586463987827, -0.0010611943434923887, -0.0001536299241706729, 0.0007539344951510429, 0.0016614989144727588, 0.0025690633337944746, 0.0034766276367008686, 0.004384192172437906, 0.005291756708174944, 0.006199320778250694, 0.007106885313987732, 0.00801444984972477, 0.008922014385461807, 0.009829578921198845, 0.010737143456935883, 0.01164470799267292, 0.012552271597087383, 0.013459836132824421, 0.014367400668561459, 0.015274965204298496, 0.01618252880871296, 0.017090093344449997, 0.017997657880187035, 0.018905222415924072, 0.01981278695166111, 0.020720351487398148, 0.021627916023135185, 0.022535480558872223]}, "_runtime": 21.571990251541138, "_timestamp": 1596226449.3317444, "_step": 3} -{"val_accuracy": 0.7735680650684932, "val_loss": 0.642406218672452, "_runtime": 27.662676334381104, "_timestamp": 1596226455.4224305, "_step": 4} -{"examples": {"width": 28, "height": 28, "format": "png", "count": 4, "_type": "images", "captions": ["Prediction: K Confidence: 0.593 Truth: v", "Prediction: 5 Confidence: 0.999 Truth: 5", "Prediction: 2 Confidence: 0.988 Truth: 2", "Prediction: 0 Confidence: 0.683 Truth: 0"]}, "_runtime": 27.952489614486694, "_timestamp": 1596226455.7122438, "_step": 5} -{"gradients/layers.10.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 2.0, 0.0, 1.0, 1.0, 1.0, 1.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 3.0, 0.0, 4.0, 2.0, 2.0, 2.0, 2.0, 4.0, 1.0, 6.0, 0.0, 1.0, 3.0, 2.0, 0.0, 2.0, 0.0, 1.0, 1.0, 0.0, 3.0, 3.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.013619337230920792, -0.013150856830179691, -0.012682376429438591, -0.01221389602869749, -0.01174541562795639, -0.01127693522721529, -0.010808455757796764, -0.010339975357055664, -0.009871494956314564, -0.009403014555573463, -0.008934534154832363, -0.008466053754091263, -0.007997573353350163, -0.007529092952609062, -0.007060613017529249, -0.006592132616788149, -0.006123652216047049, -0.005655171815305948, -0.005186691414564848, -0.004718211479485035, -0.004249731078743935, -0.0037812506780028343, -0.003312770277261734, -0.0028442901093512774, -0.002375809708610177, -0.0019073294242843986, -0.00143884913995862, -0.0009703687392175198, -0.0005018884548917413, -3.3408141462132335e-05, 0.0004350721719674766, 0.000903552514500916, 0.0013720327988266945, 0.001840513083152473, 0.0023089933674782515, 0.0027774737682193518, 0.0032459539361298084, 0.0037144343368709087, 0.004182914737612009, 0.004651395138353109, 0.005119875073432922, 0.005588355474174023, 0.006056835874915123, 0.006525316275656223, 0.006993796676397324, 0.007462277077138424, 0.007930757477879524, 0.008399237878620625, 0.008867718279361725, 0.00933619774878025, 0.00980467814952135, 0.010273158550262451, 0.010741638951003551, 0.011210119351744652, 0.011678599752485752, 0.012147080153226852, 0.012615560553967953, 0.013084040954709053, 0.013552521355450153, 0.014021000824868679, 0.01448948122560978, 0.01495796162635088, 0.01542644202709198, 0.015894923359155655, 0.01636340282857418]}, "gradients/layers.10.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 2.0, 2.0, 1.0, 3.0, 5.0, 4.0, 5.0, 13.0, 18.0, 22.0, 27.0, 48.0, 51.0, 75.0, 100.0, 118.0, 179.0, 285.0, 448.0, 4239.0, 1164.0, 412.0, 202.0, 147.0, 118.0, 68.0, 46.0, 36.0, 24.0, 21.0, 14.0, 7.0, 10.0, 4.0, 1.0, 5.0, 3.0, 2.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0], "bins": [-0.22969409823417664, -0.22307896614074707, -0.2164638191461563, -0.20984868705272675, -0.203233540058136, -0.19661840796470642, -0.19000326097011566, -0.1833881288766861, -0.17677298188209534, -0.17015784978866577, -0.1635427176952362, -0.15692757070064545, -0.15031243860721588, -0.14369729161262512, -0.13708215951919556, -0.1304670125246048, -0.12385188043117523, -0.11723674088716507, -0.11062160134315491, -0.10400646179914474, -0.09739132225513458, -0.09077619016170502, -0.08416105061769485, -0.07754591107368469, -0.07093077152967453, -0.06431563198566437, -0.057700492441654205, -0.05108535662293434, -0.04447021707892418, -0.03785507753491402, -0.031239939853549004, -0.02462480217218399, -0.018009662628173828, -0.01139452401548624, -0.004779385402798653, 0.001835753209888935, 0.008450891822576523, 0.01506603043526411, 0.0216811690479517, 0.02829630672931671, 0.034911446273326874, 0.041526585817337036, 0.0481417253613472, 0.05475686118006706, 0.061372000724077225, 0.06798713654279709, 0.07460227608680725, 0.08121741563081741, 0.08783255517482758, 0.09444769471883774, 0.1010628342628479, 0.10767797380685806, 0.11429311335086823, 0.12090824544429779, 0.12752339243888855, 0.13413852453231812, 0.14075365662574768, 0.14736880362033844, 0.153983935713768, 0.16059908270835876, 0.16721421480178833, 0.1738293617963791, 0.18044449388980865, 0.18705964088439941, 0.19367477297782898]}, "gradients/layers.7.bias": {"_type": "histogram", "values": [1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 3.0, 1.0, 2.0, 1.0, 2.0, 1.0, 1.0, 1.0, 1.0, 3.0, 2.0, 3.0, 4.0, 4.0, 4.0, 4.0, 3.0, 0.0, 4.0, 1.0, 26.0, 4.0, 2.0, 1.0, 4.0, 7.0, 2.0, 4.0, 2.0, 4.0, 1.0, 2.0, 1.0, 2.0, 1.0, 2.0, 0.0, 1.0, 2.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 2.0, 1.0, 0.0, 1.0], "bins": [-0.0026075420901179314, -0.002523816656321287, -0.0024400914553552866, -0.0023563660215586424, -0.002272640820592642, -0.0021889153867959976, -0.002105190185829997, -0.002021464752033353, -0.0019377394346520305, -0.001854014117270708, -0.0017702887998893857, -0.0016865634825080633, -0.001602838048711419, -0.0015191127313300967, -0.0014353874139487743, -0.001351662096567452, -0.0012679367791861296, -0.0011842114618048072, -0.0011004861444234848, -0.0010167608270421624, -0.0009330354514531791, -0.0008493101340718567, -0.0007655847584828734, -0.0006818594411015511, -0.0005981341237202287, -0.0005144088063389063, -0.00043068345985375345, -0.0003469581133686006, -0.0002632327959872782, -0.0001795074640540406, -9.5782132120803e-05, -1.2056800187565386e-05, 7.166853174567223e-05, 0.00015539386367890984, 0.00023911919561214745, 0.0003228445420973003, 0.0004065698594786227, 0.0004902951768599451, 0.0005740205524489284, 0.0006577458698302507, 0.0007414711872115731, 0.0008251965045928955, 0.0009089218219742179, 0.0009926471393555403, 0.0010763725731521845, 0.0011600978905335069, 0.0012438232079148293, 0.0013275485252961516, 0.001411273842677474, 0.0014949991600587964, 0.0015787244774401188, 0.0016624497948214412, 0.0017461751122027636, 0.0018299005459994078, 0.0019136258633807302, 0.0019973511807620525, 0.0020810766145586967, 0.0021648018155246973, 0.0022485272493213415, 0.002332252450287342, 0.0024159778840839863, 0.002499703085049987, 0.002583428518846631, 0.0026671537198126316, 0.002750879153609276]}, "gradients/layers.7.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 1.0, 2.0, 0.0, 1.0, 2.0, 5.0, 6.0, 6.0, 12.0, 19.0, 35.0, 47.0, 61.0, 87.0, 127.0, 154.0, 251.0, 407.0, 620.0, 977.0, 1560.0, 2539.0, 4543.0, 8703.0, 16984.0, 34648.0, 73170.0, 167816.0, 645259.0, 113761.0, 51239.0, 25034.0, 12995.0, 7099.0, 4275.0, 2492.0, 1549.0, 999.0, 647.0, 429.0, 315.0, 235.0, 161.0, 103.0, 68.0, 56.0, 44.0, 27.0, 22.0, 16.0, 10.0, 11.0, 3.0, 2.0, 2.0, 5.0, 2.0, 1.0, 1.0, 2.0], "bins": [-0.014466804452240467, -0.014019881375133991, -0.01357295736670494, -0.013126034289598465, -0.012679110281169415, -0.012232187204062939, -0.011785263195633888, -0.011338340118527412, -0.010891417041420937, -0.010444493032991886, -0.00999756995588541, -0.00955064594745636, -0.009103722870349884, -0.008656798861920834, -0.008209875784814358, -0.007762952242046595, -0.0073160286992788315, -0.006869105156511068, -0.006422181613743305, -0.005975258070975542, -0.005528334528207779, -0.005081411451101303, -0.00463448790833354, -0.004187564365565777, -0.0037406408227980137, -0.0032937172800302505, -0.0028467937372624874, -0.002399870427325368, -0.0019529468845576048, -0.0015060233417898417, -0.0010590999154374003, -0.0006121764308772981, -0.0001652529463171959, 0.00028167053824290633, 0.0007285940228030086, 0.0011755174491554499, 0.001622440991923213, 0.002069364534690976, 0.0025162878446280956, 0.0029632113873958588, 0.003410134930163622, 0.003857058472931385, 0.004303982015699148, 0.004750905558466911, 0.005197828635573387, 0.00564475217834115, 0.006091675721108913, 0.0065385992638766766, 0.00698552280664444, 0.007432446349412203, 0.007879369892179966, 0.008326292969286442, 0.008773216977715492, 0.009220140054821968, 0.009667064063251019, 0.010113987140357494, 0.010560911148786545, 0.01100783422589302, 0.011454757302999496, 0.011901681311428547, 0.012348604388535023, 0.012795528396964073, 0.013242451474070549, 0.0136893754824996, 0.014136298559606075]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 4.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 3.0, 0.0, 0.0, 7.0, 2.0, 2.0, 2.0, 2.0, 2.0, 2.0, 6.0, 4.0, 1.0, 3.0, 4.0, 2.0, 1.0, 0.0, 1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 2.0], "bins": [-0.008938947692513466, -0.008716501295566559, -0.008494054898619652, -0.008271608501672745, -0.008049163036048412, -0.007826716639101505, -0.007604270242154598, -0.007381823845207691, -0.007159377448260784, -0.006936931516975164, -0.006714485120028257, -0.00649203872308135, -0.006269592791795731, -0.0060471463948488235, -0.0058246999979019165, -0.005602254066616297, -0.00537980766966939, -0.005157361272722483, -0.004934915341436863, -0.004712468944489956, -0.004490022547543049, -0.004267576616257429, -0.004045130219310522, -0.003822683822363615, -0.0036002376582473516, -0.0033777914941310883, -0.003155345097184181, -0.002932898933067918, -0.0027104527689516544, -0.0024880063720047474, -0.002265560207888484, -0.002043113810941577, -0.0018206676468253136, -0.0015982213662937284, -0.0013757750857621431, -0.0011533289216458797, -0.0009308826411142945, -0.0007084363605827093, -0.000485990138258785, -0.00026354388683103025, -4.109763540327549e-05, 0.00018134861602447927, 0.00040379486745223403, 0.0006262410897761583, 0.0008486873703077435, 0.0010711336508393288, 0.0012935798149555922, 0.0015160260954871774, 0.0017384723760187626, 0.001960918540135026, 0.002183364937081933, 0.0024058111011981964, 0.0026282574981451035, 0.002850703662261367, 0.0030731498263776302, 0.0032955962233245373, 0.0035180423874408007, 0.003740488551557064, 0.003962934948503971, 0.004185381345450878, 0.004407827276736498, 0.004630273673683405, 0.004852720070630312, 0.005075166001915932, 0.005297612398862839]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [2.0, 2.0, 1.0, 2.0, 5.0, 0.0, 5.0, 5.0, 10.0, 9.0, 20.0, 19.0, 24.0, 38.0, 43.0, 74.0, 99.0, 99.0, 116.0, 119.0, 111.0, 147.0, 178.0, 267.0, 358.0, 414.0, 636.0, 871.0, 4690.0, 2855.0, 1915.0, 1237.0, 933.0, 715.0, 559.0, 422.0, 288.0, 214.0, 150.0, 106.0, 108.0, 112.0, 78.0, 64.0, 50.0, 39.0, 41.0, 42.0, 25.0, 24.0, 20.0, 19.0, 13.0, 8.0, 8.0, 7.0, 6.0, 3.0, 2.0, 2.0, 0.0, 0.0, 1.0, 2.0], "bins": [-0.006347697228193283, -0.006126979365944862, -0.005906261503696442, -0.005685544107109308, -0.0054648262448608875, -0.005244108382612467, -0.005023390986025333, -0.004802673123776913, -0.004581955261528492, -0.004361237399280071, -0.0041405195370316505, -0.003919802140444517, -0.0036990842781960964, -0.0034783664159476757, -0.0032576487865298986, -0.0030369311571121216, -0.002816213294863701, -0.00259549543261528, -0.002374777803197503, -0.002154060173779726, -0.0019333423115313053, -0.0017126245656982064, -0.0014919068198651075, -0.0012711890740320086, -0.0010504713281989098, -0.0008297535823658109, -0.000609035836532712, -0.0003883180906996131, -0.0001676003448665142, 5.311740096658468e-05, 0.00027383514679968357, 0.0004945528926327825, 0.0007152706384658813, 0.0009359883842989802, 0.0011567061301320791, 0.001377423875965178, 0.001598141621798277, 0.0018188593676313758, 0.0020395771134644747, 0.0022602947428822517, 0.0024810126051306725, 0.002701730467379093, 0.0029224480967968702, 0.0031431657262146473, 0.003363883588463068, 0.0035846014507114887, 0.003805319080129266, 0.004026036709547043, 0.0042467545717954636, 0.004467472434043884, 0.004688190296292305, 0.004908907692879438, 0.005129625555127859, 0.00535034341737628, 0.005571060813963413, 0.005791778676211834, 0.006012496538460255, 0.006233214400708675, 0.006453932262957096, 0.0066746496595442295, 0.00689536752179265, 0.007116085384041071, 0.007336802780628204, 0.007557520642876625, 0.007778238505125046]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [2.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 1.0, 1.0, 0.0, 2.0, 1.0, 1.0, 1.0, 2.0, 0.0, 2.0, 1.0, 0.0, 2.0, 2.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.03600345551967621, -0.03448893502354622, -0.03297441452741623, -0.03145989403128624, -0.02994537353515625, -0.02843085303902626, -0.02691633254289627, -0.02540181204676628, -0.02388729155063629, -0.022372771054506302, -0.020858250558376312, -0.019343730062246323, -0.017829209566116333, -0.016314689069986343, -0.014800168573856354, -0.013285648077726364, -0.011771127581596375, -0.010256607085466385, -0.008742086589336395, -0.007227566093206406, -0.005713045597076416, -0.004198525100946426, -0.0026840046048164368, -0.0011694841086864471, 0.0003450363874435425, 0.001859556883573532, 0.0033740773797035217, 0.004888597875833511, 0.006403118371963501, 0.00791763886809349, 0.00943215936422348, 0.01094667986035347, 0.01246120035648346, 0.013975720852613449, 0.015490241348743439, 0.01700476184487343, 0.018519282341003418, 0.020033802837133408, 0.021548323333263397, 0.023062843829393387, 0.024577364325523376, 0.026091884821653366, 0.027606405317783356, 0.029120925813913345, 0.030635446310043335, 0.032149966806173325, 0.033664487302303314, 0.035179007798433304, 0.03669352829456329, 0.03820804879069328, 0.03972256928682327, 0.04123708978295326, 0.04275161027908325, 0.04426613077521324, 0.04578065127134323, 0.04729517176747322, 0.04880969226360321, 0.0503242127597332, 0.05183873325586319, 0.05335325375199318, 0.05486777424812317, 0.05638229474425316, 0.05789681524038315, 0.05941133573651314, 0.06092585623264313]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [1.0, 1.0, 2.0, 0.0, 4.0, 4.0, 2.0, 2.0, 5.0, 7.0, 2.0, 10.0, 7.0, 3.0, 4.0, 1.0, 3.0, 5.0, 3.0, 6.0, 21.0, 39.0, 37.0, 23.0, 24.0, 17.0, 11.0, 12.0, 3.0, 6.0, 0.0, 3.0, 3.0, 1.0, 0.0, 1.0, 3.0, 0.0, 2.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0], "bins": [-0.03135506063699722, -0.029920075088739395, -0.028485089540481567, -0.02705010585486889, -0.02561512030661106, -0.024180134758353233, -0.022745151072740555, -0.021310165524482727, -0.0198751799762249, -0.01844019442796707, -0.017005208879709244, -0.015570225194096565, -0.014135239645838737, -0.01270025409758091, -0.011265269480645657, -0.009830284863710403, -0.008395299315452576, -0.006960314232856035, -0.005525329150259495, -0.004090344067662954, -0.002655358985066414, -0.0012203739024698734, 0.00021461118012666702, 0.0016495962627232075, 0.003084581345319748, 0.004519566427916288, 0.005954551510512829, 0.007389536593109369, 0.00882452167570591, 0.010259507223963737, 0.01169449184089899, 0.013129476457834244, 0.014564462006092072, 0.0159994475543499, 0.017434433102607727, 0.018869416788220406, 0.020304402336478233, 0.02173938788473606, 0.02317437157034874, 0.024609357118606567, 0.026044342666864395, 0.027479328215122223, 0.02891431376338005, 0.03034929744899273, 0.03178428113460541, 0.033219266682863235, 0.03465425223112106, 0.03608923777937889, 0.03752422332763672, 0.038959208875894547, 0.040394194424152374, 0.0418291799724102, 0.04326416552066803, 0.04469914734363556, 0.04613413289189339, 0.047569118440151215, 0.04900410398840904, 0.05043908953666687, 0.0518740750849247, 0.053309060633182526, 0.054744042456150055, 0.05617902800440788, 0.05761401355266571, 0.05904899910092354, 0.060483984649181366]}, "_runtime": 30.867005586624146, "_timestamp": 1596226458.6267598, "_step": 6} -{"val_accuracy": 0.7914426369863015, "val_loss": 0.561475022062319, "_runtime": 39.33623456954956, "_timestamp": 1596226467.0959888, "_step": 7} -{"examples": {"width": 28, "height": 28, "format": "png", "count": 4, "_type": "images", "captions": ["Prediction: K Confidence: 0.278 Truth: v", "Prediction: 5 Confidence: 1.000 Truth: 5", "Prediction: 2 Confidence: 0.996 Truth: 2", "Prediction: 0 Confidence: 0.577 Truth: 0"]}, "_runtime": 39.61155152320862, "_timestamp": 1596226467.3713057, "_step": 8} -{"gradients/layers.10.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 1.0, 0.0, 1.0, 2.0, 1.0, 0.0, 1.0, 0.0, 1.0, 1.0, 3.0, 3.0, 0.0, 3.0, 1.0, 2.0, 4.0, 0.0, 1.0, 3.0, 3.0, 3.0, 5.0, 2.0, 1.0, 2.0, 2.0, 2.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 1.0, 2.0, 0.0, 0.0, 1.0], "bins": [-0.011900154873728752, -0.011561082676053047, -0.011222010478377342, -0.010882937349379063, -0.010543865151703358, -0.010204792954027653, -0.009865719825029373, -0.009526647627353668, -0.009187575429677963, -0.008848503232002258, -0.008509431034326553, -0.008170357905328274, -0.007831285707652569, -0.007492213509976864, -0.007153140846639872, -0.006814068183302879, -0.006474995985627174, -0.006135923787951469, -0.005796851124614477, -0.005457778461277485, -0.00511870626360178, -0.004779634065926075, -0.004440561402589083, -0.0041014887392520905, -0.0037624165415763855, -0.003423344111070037, -0.0030842716805636883, -0.0027451992500573397, -0.002406126819550991, -0.0020670543890446424, -0.0017279819585382938, -0.0013889095280319452, -0.0010498370975255966, -0.000710764667019248, -0.0003716922365128994, -3.261980600655079e-05, 0.0003064526244997978, 0.0006455250550061464, 0.000984597485512495, 0.0013236699160188437, 0.0016627423465251923, 0.002001814777031541, 0.0023408872075378895, 0.002679959638044238, 0.0030190320685505867, 0.0033581044990569353, 0.003697176929563284, 0.004036249592900276, 0.004375321790575981, 0.004714393988251686, 0.005053466651588678, 0.005392539314925671, 0.005731611512601376, 0.0060706837102770805, 0.006409756373614073, 0.006748829036951065, 0.00708790123462677, 0.007426973432302475, 0.007766046095639467, 0.00810511875897646, 0.008444190956652164, 0.00878326315432787, 0.009122336283326149, 0.009461408481001854, 0.009800480678677559]}, "gradients/layers.10.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 2.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 1.0, 6.0, 2.0, 9.0, 9.0, 6.0, 18.0, 22.0, 29.0, 28.0, 54.0, 73.0, 91.0, 125.0, 172.0, 231.0, 393.0, 4237.0, 1298.0, 396.0, 226.0, 170.0, 83.0, 75.0, 46.0, 31.0, 20.0, 19.0, 8.0, 12.0, 8.0, 5.0, 5.0, 5.0, 1.0, 1.0, 1.0, 3.0, 1.0, 1.0, 1.0, 2.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.19733017683029175, -0.1911253184080124, -0.18492045998573303, -0.17871560156345367, -0.17251074314117432, -0.16630588471889496, -0.1601010262966156, -0.15389616787433624, -0.14769130945205688, -0.14148645102977753, -0.13528159260749817, -0.1290767341852188, -0.12287187576293945, -0.1166670173406601, -0.11046215891838074, -0.10425730049610138, -0.09805244207382202, -0.09184758365154266, -0.0856427252292633, -0.07943786680698395, -0.07323300838470459, -0.06702814996242523, -0.060823291540145874, -0.054618433117866516, -0.04841357469558716, -0.0422087162733078, -0.03600385785102844, -0.029798999428749084, -0.023594141006469727, -0.01738928258419037, -0.01118442416191101, -0.004979565739631653, 0.001225292682647705, 0.007430151104927063, 0.013635009527206421, 0.01983986794948578, 0.026044726371765137, 0.032249584794044495, 0.03845444321632385, 0.04465930163860321, 0.05086416006088257, 0.057069018483161926, 0.06327387690544128, 0.06947873532772064, 0.07568359375, 0.08188845217227936, 0.08809331059455872, 0.09429816901683807, 0.10050302743911743, 0.10670788586139679, 0.11291274428367615, 0.1191176027059555, 0.12532246112823486, 0.13152731955051422, 0.13773217797279358, 0.14393703639507294, 0.1501418948173523, 0.15634675323963165, 0.162551611661911, 0.16875647008419037, 0.17496132850646973, 0.18116618692874908, 0.18737104535102844, 0.1935759037733078, 0.19978076219558716]}, "gradients/layers.7.bias": {"_type": "histogram", "values": [4.0, 2.0, 1.0, 1.0, 2.0, 1.0, 1.0, 4.0, 2.0, 2.0, 1.0, 1.0, 6.0, 2.0, 7.0, 5.0, 4.0, 4.0, 2.0, 2.0, 22.0, 5.0, 1.0, 4.0, 5.0, 6.0, 6.0, 2.0, 2.0, 0.0, 1.0, 2.0, 0.0, 3.0, 3.0, 0.0, 1.0, 1.0, 3.0, 2.0, 0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0], "bins": [-0.001541733043268323, -0.0014647868229076266, -0.0013878406025469303, -0.0013108944986015558, -0.0012339482782408595, -0.0011570020578801632, -0.0010800559539347887, -0.0010031097335740924, -0.0009261635132133961, -0.0008492172928526998, -0.0007722711306996644, -0.000695324968546629, -0.0006183787481859326, -0.0005414325278252363, -0.0004644863656722009, -0.00038754017441533506, -0.0003105939831584692, -0.00023364779190160334, -0.00015670160064473748, -7.975540938787162e-05, -2.809218131005764e-06, 7.41369731258601e-05, 0.00015108316438272595, 0.0002280293556395918, 0.00030497554689645767, 0.00038192173815332353, 0.0004588679294101894, 0.0005358140915632248, 0.0006127603119239211, 0.0006897065322846174, 0.0007666526944376528, 0.0008435988565906882, 0.0009205450769513845, 0.0009974912973120809, 0.0010744375176727772, 0.0011513836216181517, 0.001228329841978848, 0.0013052760623395443, 0.0013822221662849188, 0.001459168386645615, 0.0015361146070063114, 0.0016130608273670077, 0.001690007047727704, 0.0017669531516730785, 0.0018438993720337749, 0.0019208455923944712, 0.0019977916963398457, 0.002074738033115864, 0.0021516841370612383, 0.0022286302410066128, 0.002305576577782631, 0.0023825226817280054, 0.00245946878567338, 0.002536415122449398, 0.0026133612263947725, 0.0026903075631707907, 0.002767253667116165, 0.0028441997710615396, 0.002921146107837558, 0.0029980922117829323, 0.0030750385485589504, 0.003151984652504325, 0.0032289307564496994, 0.0033058770932257175, 0.003382823197171092]}, "gradients/layers.7.weight": {"_type": "histogram", "values": [2.0, 1.0, 0.0, 1.0, 4.0, 5.0, 5.0, 15.0, 21.0, 22.0, 49.0, 66.0, 99.0, 152.0, 246.0, 355.0, 611.0, 995.0, 1657.0, 2608.0, 4651.0, 8330.0, 16670.0, 35095.0, 80449.0, 245485.0, 621593.0, 75965.0, 36340.0, 18942.0, 10681.0, 6373.0, 3996.0, 2583.0, 1613.0, 1135.0, 854.0, 559.0, 382.0, 278.0, 195.0, 140.0, 114.0, 86.0, 50.0, 40.0, 42.0, 18.0, 18.0, 7.0, 14.0, 10.0, 3.0, 3.0, 5.0, 4.0, 5.0, 1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 1.0], "bins": [-0.009631739929318428, -0.009261968545615673, -0.008892198093235493, -0.008522426709532738, -0.008152656257152557, -0.007782884873449802, -0.007413113489747047, -0.00704334257170558, -0.006673571653664112, -0.006303800735622644, -0.005934029817581177, -0.005564258433878422, -0.005194487515836954, -0.0048247165977954865, -0.0044549452140927315, -0.004085174296051264, -0.003715403378009796, -0.0033456324599683285, -0.002975861309096217, -0.002606090158224106, -0.002236319240182638, -0.0018665482057258487, -0.0014967771712690592, -0.0011270061368122697, -0.0007572351023554802, -0.0003874640678986907, -1.7693033441901207e-05, 0.0003520780010148883, 0.0007218490354716778, 0.0010916200699284673, 0.0014613911043852568, 0.0018311621388420463, 0.0022009331732988358, 0.0025707040913403034, 0.0029404752422124147, 0.003310246393084526, 0.0036800173111259937, 0.004049788229167461, 0.004419559612870216, 0.004789330530911684, 0.005159101448953152, 0.005528872366994619, 0.005898643285036087, 0.006268414668738842, 0.00663818558678031, 0.007007956504821777, 0.007377727888524532, 0.007747498806566, 0.008117269724607468, 0.008487041108310223, 0.008856811560690403, 0.009226582944393158, 0.009596353396773338, 0.009966124780476093, 0.010335896164178848, 0.010705666616559029, 0.011075438000261784, 0.011445209383964539, 0.011814979836344719, 0.012184751220047474, 0.012554522603750229, 0.01292429305613041, 0.013294064439833164, 0.013663834892213345, 0.0140336062759161]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 2.0, 0.0, 1.0, 1.0, 1.0, 3.0, 4.0, 6.0, 5.0, 4.0, 2.0, 5.0, 11.0, 2.0, 0.0, 3.0, 1.0, 1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.01801277883350849, -0.017450381070375443, -0.016887985169887543, -0.016325587406754494, -0.015763189643621445, -0.015200793743133545, -0.014638395980000496, -0.014075999148190022, -0.013513602316379547, -0.012951205484569073, -0.012388808652758598, -0.01182641088962555, -0.011264014057815075, -0.0107016172260046, -0.010139219462871552, -0.009576822631061077, -0.009014425799250603, -0.008452028967440128, -0.007889632135629654, -0.007327234372496605, -0.0067648375406861305, -0.006202440708875656, -0.005640043411403894, -0.005077646113932133, -0.004515249282121658, -0.003952852450311184, -0.0033904551528394222, -0.002828058088198304, -0.002265661023557186, -0.001703263958916068, -0.00114086689427495, -0.000578469829633832, -1.6072764992713928e-05, 0.0005463242996484041, 0.0011087213642895222, 0.0016711184289306402, 0.0022335154935717583, 0.0027959125582128763, 0.0033583096228539944, 0.003920706920325756, 0.0044831037521362305, 0.005045500583946705, 0.005607897881418467, 0.006170295178890228, 0.006732692010700703, 0.007295088842511177, 0.007857486605644226, 0.0084198834374547, 0.008982280269265175, 0.00954467710107565, 0.010107073932886124, 0.010669471696019173, 0.011231868527829647, 0.011794265359640121, 0.01235666312277317, 0.012919059954583645, 0.01348145678639412, 0.014043853618204594, 0.014606250450015068, 0.015168648213148117, 0.015731044113636017, 0.016293441876769066, 0.016855839639902115, 0.017418235540390015, 0.017980633303523064]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [3.0, 1.0, 1.0, 1.0, 0.0, 3.0, 1.0, 4.0, 4.0, 11.0, 4.0, 7.0, 13.0, 21.0, 24.0, 38.0, 39.0, 30.0, 56.0, 78.0, 75.0, 99.0, 139.0, 172.0, 251.0, 379.0, 541.0, 642.0, 872.0, 1119.0, 1580.0, 3023.0, 5262.0, 1143.0, 654.0, 460.0, 308.0, 220.0, 195.0, 144.0, 105.0, 128.0, 110.0, 94.0, 66.0, 65.0, 48.0, 28.0, 25.0, 36.0, 16.0, 16.0, 14.0, 15.0, 13.0, 10.0, 5.0, 9.0, 4.0, 4.0, 0.0, 0.0, 2.0, 2.0], "bins": [-0.010338075459003448, -0.010015442967414856, -0.009692810475826263, -0.009370177052915096, -0.009047544561326504, -0.008724912069737911, -0.008402278646826744, -0.008079646155238152, -0.007757013663649559, -0.0074343811720609665, -0.007111748214811087, -0.006789115257561207, -0.006466482765972614, -0.006143850274384022, -0.005821217317134142, -0.005498584359884262, -0.0051759518682956696, -0.004853319376707077, -0.004530686419457197, -0.004208053462207317, -0.003885420970618725, -0.0035627882461994886, -0.0032401555217802525, -0.0029175227973610163, -0.00259489007294178, -0.002272257348522544, -0.0019496246241033077, -0.0016269918996840715, -0.0013043591752648354, -0.0009817264508455992, -0.000659093726426363, -0.0003364610020071268, -1.3828277587890625e-05, 0.00030880444683134556, 0.0006314371712505817, 0.0009540698956698179, 0.001276702620089054, 0.0015993353445082903, 0.0019219680689275265, 0.0022446007933467627, 0.002567233517765999, 0.002889866242185235, 0.003212498966604471, 0.0035351316910237074, 0.0038577644154429436, 0.004180396907031536, 0.004503029864281416, 0.004825662821531296, 0.005148295313119888, 0.005470927804708481, 0.005793560761958361, 0.0061161937192082405, 0.006438826210796833, 0.006761458702385426, 0.007084091659635305, 0.007406724616885185, 0.007729357108473778, 0.00805198960006237, 0.008374622091650963, 0.00869725551456213, 0.009019888006150723, 0.009342520497739315, 0.009665153920650482, 0.009987786412239075, 0.010310418903827667]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 2.0, 0.0, 1.0, 0.0, 1.0, 0.0, 1.0, 3.0, 2.0, 1.0, 2.0, 1.0, 1.0, 3.0, 2.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.10938762873411179, -0.10618768632411957, -0.10298775136470795, -0.09978780895471573, -0.09658787399530411, -0.09338793158531189, -0.09018799662590027, -0.08698805421590805, -0.08378811925649643, -0.08058817684650421, -0.07738824188709259, -0.07418829947710037, -0.07098836451768875, -0.06778842210769653, -0.06458848714828491, -0.061388544738292694, -0.058188606053590775, -0.054988667368888855, -0.051788728684186935, -0.048588789999485016, -0.045388851314783096, -0.04218891263008118, -0.03898897394537926, -0.03578903526067734, -0.03258909285068512, -0.02938915602862835, -0.02618921734392643, -0.02298927865922451, -0.01978933811187744, -0.016589399427175522, -0.013389460742473602, -0.010189522057771683, -0.006989583373069763, -0.0037896444555372, -0.0005897055380046368, 0.0026102333795279264, 0.00581017229706049, 0.00901011098176241, 0.012210050597786903, 0.015409989282488823, 0.018609927967190742, 0.021809866651892662, 0.02500980533659458, 0.0282097440212965, 0.03140968456864357, 0.03460962325334549, 0.03780956193804741, 0.04100950062274933, 0.04420943930745125, 0.04740937799215317, 0.05060931667685509, 0.05380925536155701, 0.057009194046258926, 0.060209132730960846, 0.06340907514095306, 0.06660901010036469, 0.0698089525103569, 0.07300888746976852, 0.07620882987976074, 0.07940876483917236, 0.08260870724916458, 0.0858086422085762, 0.08900858461856842, 0.09220851957798004, 0.09540846198797226]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [1.0, 1.0, 2.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 4.0, 0.0, 0.0, 0.0, 1.0, 2.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 3.0, 1.0, 2.0, 4.0, 12.0, 21.0, 15.0, 34.0, 30.0, 45.0, 17.0, 9.0, 13.0, 5.0, 10.0, 2.0, 0.0, 3.0, 5.0, 2.0, 2.0, 4.0, 4.0, 4.0, 0.0, 1.0, 1.0, 5.0, 1.0, 4.0, 3.0, 0.0, 2.0, 1.0, 3.0, 1.0, 0.0, 1.0], "bins": [-0.07170707732439041, -0.06966252624988556, -0.0676179826259613, -0.06557343155145645, -0.0635288804769516, -0.061484336853027344, -0.05943978577852249, -0.05739523842930794, -0.055350691080093384, -0.05330614373087883, -0.051261596381664276, -0.049217045307159424, -0.04717249795794487, -0.045127950608730316, -0.043083399534225464, -0.04103885218501091, -0.038994304835796356, -0.0369497574865818, -0.03490521013736725, -0.032860659062862396, -0.030816111713647842, -0.02877156436443329, -0.026727015152573586, -0.024682465940713882, -0.02263791859149933, -0.020593371242284775, -0.01854882203042507, -0.01650427281856537, -0.014459725469350815, -0.012415177188813686, -0.010370628908276558, -0.00832608062773943, -0.006281532347202301, -0.004236984066665173, -0.002192435786128044, -0.00014788750559091568, 0.0018966607749462128, 0.003941209055483341, 0.00598575733602047, 0.008030305616557598, 0.010074853897094727, 0.012119402177631855, 0.014163950458168983, 0.016208499670028687, 0.01825304701924324, 0.020297594368457794, 0.022342143580317497, 0.0243866927921772, 0.026431240141391754, 0.028475787490606308, 0.03052033670246601, 0.032564885914325714, 0.03460943326354027, 0.03665398061275482, 0.038698531687259674, 0.04074307903647423, 0.04278762638568878, 0.044832173734903336, 0.04687672108411789, 0.04892127215862274, 0.050965819507837296, 0.05301036685705185, 0.0550549179315567, 0.057099465280771255, 0.05914401262998581]}, "_runtime": 40.09008979797363, "_timestamp": 1596226467.849844, "_step": 9} -{"gradients/layers.10.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 1.0, 5.0, 2.0, 3.0, 4.0, 5.0, 5.0, 4.0, 3.0, 1.0, 3.0, 3.0, 1.0, 5.0, 1.0, 0.0, 2.0, 1.0, 0.0, 0.0, 1.0, 1.0, 2.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.01857372187077999, -0.01801133155822754, -0.017448941245675087, -0.016886552795767784, -0.016324162483215332, -0.01576177217066288, -0.015199382789433002, -0.01463699247688055, -0.014074603095650673, -0.01351221278309822, -0.012949822470545769, -0.012387433089315891, -0.01182504277676344, -0.011262653395533562, -0.01070026308298111, -0.010137873701751232, -0.00957548338919878, -0.009013093076646328, -0.00845070369541645, -0.007888313382863998, -0.007325924001634121, -0.006763533689081669, -0.006201143842190504, -0.005638753995299339, -0.0050763641484081745, -0.00451397430151701, -0.003951584454625845, -0.0033891943749040365, -0.0028268045280128717, -0.002264414681121707, -0.0017020247178152204, -0.0011396347545087337, -0.000577244907617569, -1.4855002518743277e-05, 0.0005475349025800824, 0.001109924865886569, 0.0016723147127777338, 0.0022347045596688986, 0.002797094639390707, 0.003359484486281872, 0.003921874333173037, 0.004484264180064201, 0.005046654026955366, 0.005609043873846531, 0.006171434186398983, 0.006733824033290148, 0.0072962138801813126, 0.00785860326141119, 0.008420993573963642, 0.008983383886516094, 0.009545773267745972, 0.010108163580298424, 0.010670552961528301, 0.011232943274080753, 0.01179533265531063, 0.012357722967863083, 0.012920113280415535, 0.013482502661645412, 0.014044892974197865, 0.014607282355427742, 0.015169672667980194, 0.015732062980532646, 0.01629445143043995, 0.0168568417429924, 0.017419232055544853]}, "gradients/layers.10.weight": {"_type": "histogram", "values": [2.0, 1.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 2.0, 2.0, 1.0, 5.0, 2.0, 4.0, 9.0, 7.0, 6.0, 11.0, 14.0, 24.0, 25.0, 46.0, 59.0, 91.0, 105.0, 194.0, 398.0, 812.0, 5038.0, 425.0, 200.0, 142.0, 94.0, 63.0, 34.0, 29.0, 22.0, 17.0, 11.0, 7.0, 3.0, 6.0, 4.0, 4.0, 2.0, 2.0, 2.0, 0.0, 3.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.22337625920772552, -0.21595433354377747, -0.2085324078798294, -0.20111049711704254, -0.19368857145309448, -0.18626664578914642, -0.17884472012519836, -0.1714227944612503, -0.16400086879730225, -0.15657895803451538, -0.14915703237056732, -0.14173510670661926, -0.1343131810426712, -0.12689125537872314, -0.11946933716535568, -0.11204741895198822, -0.10462549328804016, -0.0972035676240921, -0.08978164941072464, -0.08235972374677658, -0.07493780553340912, -0.06751587986946106, -0.060093954205513, -0.05267203226685524, -0.04525011032819748, -0.03782818838953972, -0.03040626458823681, -0.0229843407869339, -0.015562418848276138, -0.008140495978295803, -0.0007185731083154678, 0.006703349761664867, 0.014125272631645203, 0.021547194570302963, 0.028969118371605873, 0.03639104217290878, 0.043812964111566544, 0.051234886050224304, 0.05865681171417236, 0.06607872992753983, 0.07350065559148788, 0.08092258125543594, 0.0883444994688034, 0.09576642513275146, 0.10318835079669952, 0.11061026901006699, 0.11803219467401505, 0.1254541128873825, 0.13287603855133057, 0.14029796421527863, 0.14771988987922668, 0.15514180064201355, 0.1625637263059616, 0.16998565196990967, 0.17740757763385773, 0.1848295032978058, 0.19225141406059265, 0.1996733397245407, 0.20709526538848877, 0.21451719105243683, 0.2219391167163849, 0.22936104238033295, 0.2367829531431198, 0.24420487880706787, 0.25162678956985474]}, "gradients/layers.7.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 2.0, 2.0, 0.0, 0.0, 1.0, 1.0, 3.0, 4.0, 0.0, 2.0, 2.0, 1.0, 0.0, 5.0, 3.0, 1.0, 6.0, 6.0, 2.0, 4.0, 3.0, 3.0, 2.0, 25.0, 4.0, 1.0, 3.0, 5.0, 4.0, 3.0, 2.0, 4.0, 0.0, 0.0, 1.0, 1.0, 4.0, 0.0, 0.0, 3.0, 0.0, 3.0, 2.0, 0.0, 2.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 3.0], "bins": [-0.0025703758001327515, -0.0024930837098509073, -0.002415791619569063, -0.002338499529287219, -0.002261207439005375, -0.0021839153487235308, -0.0021066232584416866, -0.0020293311681598425, -0.0019520389614626765, -0.0018747468711808324, -0.0017974547808989882, -0.001720162690617144, -0.0016428704839199781, -0.001565578393638134, -0.0014882863033562899, -0.0014109942130744457, -0.0013337021227926016, -0.0012564100325107574, -0.0011791179422289133, -0.0011018258519470692, -0.001024533761665225, -0.00094724161317572, -0.0008699494646862149, -0.0007926573744043708, -0.0007153652841225266, -0.0006380731938406825, -0.0005607811035588384, -0.0004834889550693333, -0.0004061968647874892, -0.00032890477450564504, -0.00025161265511997044, -0.00017432055028621107, -9.70284454524517e-05, -1.973634061869234e-05, 5.755576421506703e-05, 0.0001348478690488264, 0.00021213997388258576, 0.0002894320641644299, 0.0003667241835501045, 0.0004440163029357791, 0.0005213083932176232, 0.0005986004834994674, 0.0006758925737813115, 0.0007531847222708166, 0.0008304768125526607, 0.0009077689028345048, 0.00098506105132401, 0.001062353141605854, 0.0011396452318876982, 0.0012169373221695423, 0.0012942294124513865, 0.0013715215027332306, 0.0014488135930150747, 0.0015261057997122407, 0.0016033978899940848, 0.001680689980275929, 0.0017579820705577731, 0.0018352741608396173, 0.0019125662511214614, 0.0019898584578186274, 0.0020671505481004715, 0.0021444426383823156, 0.0022217347286641598, 0.002299026818946004, 0.002376318909227848]}, "gradients/layers.7.weight": {"_type": "histogram", "values": [1.0, 2.0, 4.0, 3.0, 2.0, 5.0, 3.0, 10.0, 11.0, 22.0, 25.0, 36.0, 54.0, 85.0, 122.0, 184.0, 296.0, 429.0, 730.0, 1236.0, 2033.0, 3672.0, 6373.0, 12080.0, 24048.0, 53099.0, 142944.0, 762347.0, 88299.0, 37413.0, 18560.0, 10164.0, 5866.0, 3384.0, 2128.0, 1298.0, 782.0, 561.0, 392.0, 253.0, 198.0, 113.0, 84.0, 72.0, 47.0, 25.0, 42.0, 25.0, 20.0, 19.0, 6.0, 3.0, 8.0, 7.0, 6.0, 6.0, 3.0, 2.0, 1.0, 1.0, 0.0, 0.0, 1.0, 3.0], "bins": [-0.00878969393670559, -0.008468668907880783, -0.008147642947733402, -0.007826617918908596, -0.0075055924244225025, -0.007184567395597696, -0.006863541901111603, -0.006542516406625509, -0.006221490912139416, -0.0059004658833146095, -0.005579440388828516, -0.0052584148943424225, -0.004937389865517616, -0.004616364371031523, -0.004295338876545429, -0.003974313847720623, -0.0036532883532345295, -0.0033322630915790796, -0.003011237597092986, -0.0026902123354375362, -0.0023691868409514427, -0.002048161579295993, -0.001727136317640543, -0.0014061109395697713, -0.0010850855614989996, -0.0007640601834282279, -0.0004430348635651171, -0.00012200951459817588, 0.00019901583436876535, 0.000520041212439537, 0.0008410665323026478, 0.0011620918521657586, 0.0014831172302365303, 0.001804142608307302, 0.0021251679863780737, 0.0024461932480335236, 0.002767218742519617, 0.003088244004175067, 0.003409269265830517, 0.0037302947603166103, 0.004051320254802704, 0.00437234528362751, 0.004693370778113604, 0.005014396272599697, 0.005335421301424503, 0.005656446795910597, 0.00597747229039669, 0.006298497319221497, 0.00661952281370759, 0.006940548308193684, 0.00726157333701849, 0.007582598831504583, 0.007903624325990677, 0.008224649354815483, 0.008545675314962864, 0.00886670034378767, 0.009187725372612476, 0.009508751332759857, 0.009829776361584663, 0.01015080139040947, 0.01047182735055685, 0.010792852379381657, 0.011113877408206463, 0.011434903368353844, 0.01175592839717865]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 2.0, 1.0, 3.0, 4.0, 1.0, 3.0, 5.0, 2.0, 3.0, 3.0, 6.0, 2.0, 0.0, 2.0, 2.0, 0.0, 0.0, 3.0, 2.0, 0.0, 1.0, 2.0, 2.0, 1.0, 1.0, 0.0, 2.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0], "bins": [-0.015413591638207436, -0.015024919994175434, -0.014636248350143433, -0.014247576706111431, -0.01385890506207943, -0.013470234349370003, -0.013081562705338001, -0.012692891061306, -0.012304219417273998, -0.011915547773241997, -0.011526876129209995, -0.011138204485177994, -0.010749533772468567, -0.010360862128436565, -0.009972190484404564, -0.009583518840372562, -0.009194847196340561, -0.00880617555230856, -0.008417503908276558, -0.008028832264244556, -0.007640161085873842, -0.007251489441841841, -0.0068628182634711266, -0.006474146619439125, -0.0060854749754071236, -0.005696803331375122, -0.005308131687343121, -0.004919460508972406, -0.004530788864940405, -0.004142117220908403, -0.0037534458097070456, -0.0033647743985056877, -0.0029761027544736862, -0.0025874311104416847, -0.002198759699240327, -0.0018100881716236472, -0.0014214166440069675, -0.0010327451163902879, -0.0006440735887736082, -0.00025540206115692854, 0.00013326946645975113, 0.0005219409940764308, 0.0009106125216931105, 0.0012992840493097901, 0.0016879555769264698, 0.0020766272209584713, 0.002465298632159829, 0.002853970043361187, 0.0032426416873931885, 0.00363131333142519, 0.0040199849754571915, 0.004408656153827906, 0.004797327797859907, 0.005185999441891909, 0.005574670620262623, 0.005963342264294624, 0.006352013908326626, 0.006740685552358627, 0.007129357196390629, 0.007518028374761343, 0.007906699553132057, 0.008295371197164059, 0.00868404284119606, 0.009072714485228062, 0.009461386129260063]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [1.0, 0.0, 2.0, 0.0, 2.0, 0.0, 2.0, 2.0, 3.0, 2.0, 0.0, 4.0, 6.0, 8.0, 13.0, 13.0, 21.0, 23.0, 41.0, 49.0, 74.0, 94.0, 97.0, 118.0, 179.0, 234.0, 303.0, 469.0, 599.0, 814.0, 1128.0, 1486.0, 2678.0, 5028.0, 1172.0, 756.0, 533.0, 457.0, 376.0, 310.0, 263.0, 231.0, 155.0, 157.0, 107.0, 69.0, 69.0, 47.0, 46.0, 53.0, 30.0, 20.0, 16.0, 18.0, 14.0, 14.0, 12.0, 3.0, 3.0, 3.0, 1.0, 0.0, 2.0, 2.0], "bins": [-0.00965993944555521, -0.009367430582642555, -0.0090749217197299, -0.008782412856817245, -0.00848990399390459, -0.008197395130991936, -0.00790488626807928, -0.007612376939505339, -0.007319868076592684, -0.007027359213680029, -0.006734850350767374, -0.006442341487854719, -0.006149832159280777, -0.005857323296368122, -0.005564814433455467, -0.005272305570542812, -0.0049797967076301575, -0.004687287844717503, -0.004394778981804848, -0.004102270118892193, -0.0038097610231488943, -0.0035172521602362394, -0.003224743064492941, -0.002932234201580286, -0.002639725338667631, -0.0023472164757549763, -0.0020547076128423214, -0.0017621985170990229, -0.001469689654186368, -0.0011771807912737131, -0.0008846718119457364, -0.0005921628908254206, -0.00029965396970510483, -7.145048584789038e-06, 0.00028536387253552675, 0.0005778727936558425, 0.0008703817147761583, 0.0011628905776888132, 0.00145539955701679, 0.0017479085363447666, 0.0020404173992574215, 0.0023329262621700764, 0.0026254351250827312, 0.0029179442208260298, 0.0032104530837386847, 0.0035029619466513395, 0.003795471042394638, 0.004087979905307293, 0.004380488768219948, 0.004672997631132603, 0.004965506494045258, 0.0052580153569579124, 0.005550524219870567, 0.0058430335484445095, 0.006135542411357164, 0.006428051274269819, 0.006720560137182474, 0.007013069000095129, 0.007305577863007784, 0.007598086725920439, 0.007890596054494381, 0.008183104917407036, 0.00847561378031969, 0.008768122643232346, 0.009060631506145]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 2.0, 4.0, 3.0, 2.0, 1.0, 0.0, 1.0, 2.0, 1.0, 1.0, 3.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.0920434296131134, -0.0890599936246872, -0.08607655018568039, -0.08309311419725418, -0.08010967820882797, -0.07712623476982117, -0.07414279878139496, -0.07115936279296875, -0.06817591935396194, -0.06519248336553574, -0.06220904365181923, -0.05922560393810272, -0.056242167949676514, -0.05325872823596001, -0.0502752885222435, -0.04729185253381729, -0.044308412820100784, -0.04132497310638428, -0.03834153711795807, -0.03535809740424156, -0.032374657690525055, -0.029391219839453697, -0.02640778198838234, -0.023424342274665833, -0.020440904423594475, -0.017457466572523117, -0.01447402685880661, -0.011490589007735252, -0.00850715022534132, -0.005523711442947388, -0.0025402731262147427, 0.00044316542334854603, 0.0034266039729118347, 0.006410042755305767, 0.0093934815376997, 0.012376919388771057, 0.01536035817116499, 0.018343796953558922, 0.02132723480463028, 0.024310674518346786, 0.027294112369418144, 0.030277550220489502, 0.03326098993420601, 0.036244429647922516, 0.039227865636348724, 0.04221130535006523, 0.04519474506378174, 0.04817818105220795, 0.051161620765924454, 0.05414506047964096, 0.05712849646806717, 0.060111936181783676, 0.06309537589550018, 0.06607881188392639, 0.0690622553229332, 0.0720456913113594, 0.07502912729978561, 0.07801257073879242, 0.08099600672721863, 0.08397944271564484, 0.08696288615465164, 0.08994632214307785, 0.09292975813150406, 0.09591320157051086, 0.09889663755893707]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [2.0, 0.0, 1.0, 1.0, 0.0, 2.0, 0.0, 2.0, 1.0, 0.0, 1.0, 2.0, 1.0, 1.0, 2.0, 0.0, 1.0, 0.0, 1.0, 2.0, 3.0, 1.0, 2.0, 5.0, 5.0, 4.0, 9.0, 7.0, 14.0, 18.0, 27.0, 50.0, 33.0, 21.0, 11.0, 6.0, 10.0, 4.0, 6.0, 7.0, 4.0, 1.0, 3.0, 1.0, 1.0, 1.0, 2.0, 1.0, 0.0, 1.0, 2.0, 1.0, 1.0, 0.0, 0.0, 2.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0], "bins": [-0.08239886164665222, -0.07981894165277481, -0.077239029109478, -0.07465910911560059, -0.07207918912172318, -0.06949926912784576, -0.06691935658454895, -0.06433943659067154, -0.06175951659679413, -0.059179600328207016, -0.056599684059619904, -0.05401976406574249, -0.05143984779715538, -0.04885992780327797, -0.04628001153469086, -0.043700091540813446, -0.041120175272226334, -0.03854025900363922, -0.03596033900976181, -0.0333804227411747, -0.030800502747297287, -0.028220586478710175, -0.025640668347477913, -0.02306075021624565, -0.02048083208501339, -0.017900913953781128, -0.015320995822548866, -0.01274107862263918, -0.010161160491406918, -0.007581242360174656, -0.0050013246946036816, -0.0024214067962020636, 0.00015851110219955444, 0.0027384290006011724, 0.0053183468990027905, 0.007898264564573765, 0.010478182695806026, 0.013058100827038288, 0.015638018026947975, 0.018217936158180237, 0.0207978542894125, 0.02337777242064476, 0.025957690551877022, 0.028537608683109283, 0.031117524951696396, 0.03369744494557381, 0.03627736121416092, 0.03885728120803833, 0.04143719747662544, 0.044017113745212555, 0.046597033739089966, 0.04917695000767708, 0.05175687000155449, 0.0543367862701416, 0.05691670626401901, 0.059496622532606125, 0.06207653880119324, 0.06465645879507065, 0.06723637878894806, 0.06981629133224487, 0.07239621132612228, 0.0749761313199997, 0.0775560513138771, 0.08013596385717392, 0.08271588385105133]}, "_runtime": 47.7400803565979, "_timestamp": 1596226475.4998345, "_step": 10} -{"val_accuracy": 0.7985224029680366, "val_loss": 0.5330815396896781, "_runtime": 50.999594926834106, "_timestamp": 1596226478.759349, "_step": 11} -{"examples": {"width": 28, "height": 28, "format": "png", "count": 4, "_type": "images", "captions": ["Prediction: K Confidence: 0.247 Truth: v", "Prediction: 5 Confidence: 1.000 Truth: 5", "Prediction: 2 Confidence: 0.995 Truth: 2", "Prediction: 0 Confidence: 0.719 Truth: 0"]}, "_runtime": 51.2878201007843, "_timestamp": 1596226479.0475743, "_step": 12} -{"gradients/layers.10.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 2.0, 1.0, 2.0, 2.0, 0.0, 1.0, 2.0, 2.0, 1.0, 3.0, 5.0, 4.0, 1.0, 0.0, 2.0, 3.0, 7.0, 1.0, 0.0, 3.0, 3.0, 3.0, 1.0, 3.0, 1.0, 1.0, 0.0, 0.0, 1.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.01331309787929058, -0.01280301995575428, -0.012292942963540554, -0.011782865971326828, -0.011272788047790527, -0.010762710124254227, -0.0102526331320405, -0.009742556139826775, -0.009232478216290474, -0.008722400292754173, -0.008212323300540447, -0.007702245842665434, -0.0071921683847904205, -0.006682090926915407, -0.006172013469040394, -0.0056619360111653805, -0.005151858553290367, -0.004641781095415354, -0.00413170363754034, -0.003621626179665327, -0.0031115487217903137, -0.0026014712639153004, -0.002091393806040287, -0.0015813163481652737, -0.0010712388902902603, -0.000561161432415247, -5.108397454023361e-05, 0.00045899348333477974, 0.0009690709412097931, 0.0014791483990848064, 0.00198922585695982, 0.002499303314834833, 0.0030093807727098465, 0.00351945823058486, 0.004029535688459873, 0.0045396131463348866, 0.0050496906042099, 0.005559768062084913, 0.006069845519959927, 0.00657992297783494, 0.007090000435709953, 0.007600077893584967, 0.00811015535145998, 0.008620232343673706, 0.009130310267210007, 0.009640388190746307, 0.010150465182960033, 0.01066054217517376, 0.01117062009871006, 0.01168069802224636, 0.012190775014460087, 0.012700852006673813, 0.013210929930210114, 0.013721007853746414, 0.01423108484596014, 0.014741161838173866, 0.015251239761710167, 0.015761317685246468, 0.01627139374613762, 0.01678147166967392, 0.01729154959321022, 0.01780162751674652, 0.01831170544028282, 0.018821781501173973, 0.019331859424710274]}, "gradients/layers.10.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 1.0, 0.0, 0.0, 1.0, 2.0, 2.0, 1.0, 0.0, 4.0, 5.0, 8.0, 17.0, 20.0, 25.0, 29.0, 51.0, 61.0, 81.0, 162.0, 227.0, 348.0, 4280.0, 1709.0, 342.0, 210.0, 97.0, 60.0, 57.0, 32.0, 22.0, 15.0, 14.0, 9.0, 9.0, 9.0, 4.0, 4.0, 3.0, 1.0, 2.0, 0.0, 1.0, 3.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0], "bins": [-0.21851493418216705, -0.21121041476726532, -0.2039058953523636, -0.19660136103630066, -0.18929684162139893, -0.1819923222064972, -0.17468780279159546, -0.16738328337669373, -0.160078763961792, -0.15277422964572906, -0.14546971023082733, -0.1381651908159256, -0.13086067140102386, -0.12355614453554153, -0.1162516251206398, -0.10894709825515747, -0.10164257884025574, -0.094338059425354, -0.08703353255987167, -0.07972901314496994, -0.07242448627948761, -0.06511996686458588, -0.05781544744968414, -0.05051092430949211, -0.04320640116930008, -0.03590187802910805, -0.028597356751561165, -0.021292835474014282, -0.01398831233382225, -0.006683790124952793, 0.0006207320839166641, 0.007925254292786121, 0.015229776501655579, 0.02253429964184761, 0.029838820919394493, 0.037143342196941376, 0.04444786533713341, 0.05175238847732544, 0.05905690789222717, 0.0663614347577095, 0.07366595417261124, 0.08097047358751297, 0.0882750004529953, 0.09557951986789703, 0.10288403928279877, 0.1101885661482811, 0.11749308556318283, 0.12479761242866516, 0.1321021318435669, 0.13940665125846863, 0.14671117067337036, 0.1540157049894333, 0.16132022440433502, 0.16862474381923676, 0.1759292632341385, 0.18323378264904022, 0.19053831696510315, 0.19784283638000488, 0.20514735579490662, 0.21245187520980835, 0.21975639462471008, 0.22706091403961182, 0.23436544835567474, 0.24166996777057648, 0.2489744871854782]}, "gradients/layers.7.bias": {"_type": "histogram", "values": [1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 2.0, 3.0, 2.0, 3.0, 2.0, 6.0, 2.0, 6.0, 2.0, 2.0, 0.0, 4.0, 26.0, 3.0, 6.0, 7.0, 3.0, 5.0, 2.0, 2.0, 1.0, 3.0, 3.0, 5.0, 0.0, 4.0, 2.0, 3.0, 2.0, 1.0, 0.0, 0.0, 2.0, 2.0, 0.0, 2.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0], "bins": [-0.0029966970905661583, -0.0028985561802983284, -0.002800415502861142, -0.0027022745925933123, -0.002604133915156126, -0.002505993004888296, -0.0024078520946204662, -0.00230971141718328, -0.00221157050691545, -0.00211342959664762, -0.002015288919210434, -0.001917148008942604, -0.001819007215090096, -0.001720866421237588, -0.001622725510969758, -0.00152458471711725, -0.001426443923264742, -0.0013283031294122338, -0.0012301623355597258, -0.0011320214252918959, -0.0010338806314393878, -0.0009357398375868797, -0.0008375989855267107, -0.0007394581334665418, -0.0006413173396140337, -0.0005431765457615256, -0.00044503569370135665, -0.0003468948707450181, -0.0002487540477886796, -0.00015061322483234107, -5.247240187600255e-05, 4.5668421080335975e-05, 0.0001438092440366745, 0.00024195006699301302, 0.00034009088994935155, 0.0004382317129056901, 0.0005363725358620286, 0.0006345133297145367, 0.0007326541817747056, 0.0008307950338348746, 0.0009289358276873827, 0.0010270766215398908, 0.0011252174153923988, 0.0012233583256602287, 0.0013214991195127368, 0.0014196399133652449, 0.0015177808236330748, 0.0016159216174855828, 0.001714062411338091, 0.001812203205190599, 0.001910343999043107, 0.002008484909310937, 0.002106625586748123, 0.002204766497015953, 0.002302907407283783, 0.002401048084720969, 0.002499188994988799, 0.002597329905256629, 0.0026954705826938152, 0.002793611492961645, 0.002891752403229475, 0.0029898930806666613, 0.003088033990934491, 0.0031861746683716774, 0.0032843155786395073]}, "gradients/layers.7.weight": {"_type": "histogram", "values": [1.0, 0.0, 1.0, 1.0, 3.0, 3.0, 3.0, 0.0, 3.0, 7.0, 12.0, 11.0, 21.0, 35.0, 58.0, 98.0, 131.0, 213.0, 383.0, 673.0, 1116.0, 2022.0, 3764.0, 7313.0, 15834.0, 39817.0, 146042.0, 819147.0, 77654.0, 31359.0, 14817.0, 7710.0, 4384.0, 2510.0, 1567.0, 963.0, 643.0, 419.0, 259.0, 206.0, 129.0, 75.0, 66.0, 39.0, 44.0, 26.0, 18.0, 9.0, 10.0, 2.0, 5.0, 3.0, 3.0, 4.0, 1.0, 3.0, 1.0, 1.0, 2.0, 0.0, 1.0, 1.0, 1.0, 1.0], "bins": [-0.009798796847462654, -0.009439435787498951, -0.009080075658857822, -0.00872071459889412, -0.008361353538930416, -0.008001993410289288, -0.007642632350325584, -0.0072832717560231686, -0.006923911161720753, -0.0065645501017570496, -0.006205189507454634, -0.005845828913152218, -0.005486467853188515, -0.005127107258886099, -0.004767746664583683, -0.00440838560461998, -0.004049025010317564, -0.0036896641831845045, -0.0033303035888820887, -0.002970942761749029, -0.0026115821674466133, -0.002252221340313554, -0.0018928605131804943, -0.0015334998024627566, -0.001174139091745019, -0.0008147783810272813, -0.0004554176121018827, -9.605687228031456e-05, 0.00026330386754125357, 0.0006226645782589912, 0.0009820254053920507, 0.0013413861161097884, 0.001700746826827526, 0.0020601076539605856, 0.0024194682482630014, 0.002778829075396061, 0.003138189669698477, 0.0034975504968315363, 0.003856911323964596, 0.004216271918267012, 0.0045756325125694275, 0.004934993572533131, 0.0052943541668355465, 0.005653714761137962, 0.0060130758211016655, 0.006372436415404081, 0.006731797009706497, 0.0070911580696702, 0.007450518663972616, 0.007809879258275032, 0.008169240318238735, 0.008528600446879864, 0.008887961506843567, 0.00924732256680727, 0.009606682695448399, 0.009966043755412102, 0.010325404815375805, 0.010684764944016933, 0.011044126003980637, 0.01140348706394434, 0.011762847192585468, 0.012122208252549171, 0.012481569312512875, 0.012840929441154003, 0.013200290501117706]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 2.0, 1.0, 0.0, 1.0, 0.0, 2.0, 3.0, 4.0, 1.0, 1.0, 7.0, 7.0, 4.0, 9.0, 1.0, 3.0, 2.0, 3.0, 2.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.009934727102518082, -0.009444126859307289, -0.008953526616096497, -0.00846292544156313, -0.007972325198352337, -0.007481724955141544, -0.0069911242462694645, -0.006500523537397385, -0.006009923294186592, -0.0055193230509757996, -0.00502872234210372, -0.00453812163323164, -0.004047521390020847, -0.003556920913979411, -0.003066320437937975, -0.0025757199618965387, -0.0020851194858551025, -0.0015945190098136663, -0.0011039185337722301, -0.000613318057730794, -0.00012271758168935776, 0.00036788289435207844, 0.0008584833703935146, 0.0013490838464349508, 0.001839684322476387, 0.0023302847985178232, 0.0028208852745592594, 0.0033114857506006956, 0.003802086226642132, 0.004292686469852924, 0.004783287178725004, 0.005273887887597084, 0.005764488130807877, 0.006255088374018669, 0.006745689082890749, 0.007236289791762829, 0.007726890034973621, 0.008217490278184414, 0.008708091452717781, 0.009198691695928574, 0.009689291939139366, 0.010179892182350159, 0.010670492425560951, 0.011161093600094318, 0.011651693843305111, 0.012142294086515903, 0.01263289526104927, 0.013123495504260063, 0.013614095747470856, 0.014104695990681648, 0.01459529623389244, 0.015085897408425808, 0.0155764976516366, 0.016067098826169968, 0.01655769906938076, 0.017048299312591553, 0.017538899555802345, 0.018029499799013138, 0.01852010004222393, 0.019010700285434723, 0.019501302391290665, 0.019991902634501457, 0.02048250287771225, 0.020973103120923042, 0.021463703364133835]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [3.0, 4.0, 3.0, 7.0, 4.0, 16.0, 15.0, 24.0, 18.0, 29.0, 38.0, 34.0, 31.0, 47.0, 63.0, 66.0, 106.0, 172.0, 204.0, 347.0, 431.0, 644.0, 914.0, 1351.0, 1995.0, 5878.0, 2154.0, 1131.0, 735.0, 514.0, 348.0, 250.0, 152.0, 123.0, 112.0, 73.0, 51.0, 34.0, 26.0, 23.0, 24.0, 28.0, 18.0, 20.0, 21.0, 20.0, 12.0, 18.0, 10.0, 18.0, 12.0, 8.0, 17.0, 4.0, 7.0, 7.0, 2.0, 6.0, 3.0, 2.0, 3.0, 1.0, 0.0, 1.0], "bins": [-0.006280376575887203, -0.006036754231899977, -0.00579313188791275, -0.005549509543925524, -0.005305887199938297, -0.005062264855951071, -0.004818642511963844, -0.004575020167976618, -0.004331397823989391, -0.0040877750143408775, -0.0038441529031842947, -0.003600530559197068, -0.003356907982379198, -0.0031132856383919716, -0.002869663294404745, -0.0026260409504175186, -0.002382418606430292, -0.0021387962624430656, -0.0018951739184558392, -0.0016515514580532908, -0.0014079291140660644, -0.0011643067700788379, -0.0009206843678839505, -0.0006770619656890631, -0.0004334396217018366, -0.00018981724861077964, 5.38051244802773e-05, 0.00029742749757133424, 0.0005410498706623912, 0.0007846722146496177, 0.001028294675052166, 0.0012719170190393925, 0.001515539363026619, 0.0017591617070138454, 0.002002784051001072, 0.0022464063949882984, 0.002490028738975525, 0.002733651315793395, 0.0029772736597806215, 0.003220896003767848, 0.0034645183477550745, 0.003708140691742301, 0.003951763268560171, 0.004195385612547398, 0.004439007956534624, 0.004682630300521851, 0.004926252644509077, 0.0051698749884963036, 0.00541349733248353, 0.0056571196764707565, 0.005900742020457983, 0.0061443643644452095, 0.006387986708432436, 0.0066316090524196625, 0.006875231396406889, 0.0071188537403941154, 0.007362476550042629, 0.007606098894029856, 0.007849721238017082, 0.008093343116343021, 0.008336965925991535, 0.008580587804317474, 0.008824210613965988, 0.009067832492291927, 0.009311455301940441]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 1.0, 0.0, 3.0, 2.0, 0.0, 2.0, 1.0, 1.0, 1.0, 3.0, 0.0, 1.0, 2.0, 2.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 2.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.09388177841901779, -0.09145268052816391, -0.08902358263731003, -0.08659448474645615, -0.08416538685560226, -0.08173628896474838, -0.0793071910738945, -0.07687809318304062, -0.07444898784160614, -0.07201988995075226, -0.06959079205989838, -0.0671616941690445, -0.06473259627819061, -0.06230349838733673, -0.05987440049648285, -0.05744530260562897, -0.055016204714775085, -0.052587106823921204, -0.05015800893306732, -0.04772891104221344, -0.04529981315135956, -0.04287071153521538, -0.040441613644361496, -0.038012515753507614, -0.03558341786265373, -0.03315431997179985, -0.03072522208094597, -0.028296122327446938, -0.025867024436593056, -0.023437926545739174, -0.021008826792240143, -0.01857972890138626, -0.01615063101053238, -0.013721533119678497, -0.01129243429750204, -0.008863335475325584, -0.006434237584471703, -0.004005139227956533, -0.0015760408714413643, 0.0008530574850738049, 0.003282155841588974, 0.005711254198104143, 0.008140352554619312, 0.010569451376795769, 0.01299854926764965, 0.015427647158503532, 0.017856746912002563, 0.020285844802856445, 0.022714942693710327, 0.02514404058456421, 0.02757313847541809, 0.030002238228917122, 0.032431334257125854, 0.034860435873270035, 0.03728953376412392, 0.0397186316549778, 0.04214772954583168, 0.04457682743668556, 0.047005925327539444, 0.049435023218393326, 0.051864124834537506, 0.05429322272539139, 0.05672232061624527, 0.05915141850709915, 0.06158051639795303]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 3.0, 6.0, 7.0, 6.0, 13.0, 13.0, 31.0, 22.0, 23.0, 46.0, 43.0, 14.0, 8.0, 6.0, 5.0, 4.0, 4.0, 5.0, 1.0, 2.0, 5.0, 5.0, 2.0, 3.0, 1.0, 2.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.07929491996765137, -0.07737389951944351, -0.07545287162065506, -0.0735318511724472, -0.07161083072423935, -0.0696898102760315, -0.06776878237724304, -0.06584776192903519, -0.06392674148082733, -0.06200571730732918, -0.060084693133831024, -0.05816367268562317, -0.056242648512125015, -0.05432162806391716, -0.052400603890419006, -0.05047958344221115, -0.048558559268713, -0.046637535095214844, -0.04471651464700699, -0.042795490473508835, -0.04087447002530098, -0.038953445851802826, -0.03703242540359497, -0.03511140123009682, -0.03319037705659866, -0.03126935660839081, -0.029348334297537804, -0.0274273119866848, -0.025506287813186646, -0.02358526550233364, -0.021664243191480637, -0.019743220880627632, -0.017822198569774628, -0.015901176258921623, -0.013980153948068619, -0.01205913070589304, -0.010138108395040035, -0.00821708608418703, -0.006296063307672739, -0.004375040531158447, -0.002454018220305443, -0.0005329956766217947, 0.0013880268670618534, 0.0033090494107455015, 0.00523007195442915, 0.007151094265282154, 0.009072117507457733, 0.010993139818310738, 0.012914162129163742, 0.014835184440016747, 0.01675620675086975, 0.018677229061722755, 0.02059825137257576, 0.022519275546073914, 0.024440297856926918, 0.026361320167779922, 0.028282342478632927, 0.03020336478948593, 0.032124388962984085, 0.03404540941119194, 0.035966433584690094, 0.03788745403289795, 0.0398084782063961, 0.04172949865460396, 0.04365052282810211]}, "_runtime": 57.02693772315979, "_timestamp": 1596226484.786692, "_step": 13} -{"val_accuracy": 0.8048779965753424, "val_loss": 0.5031717774802691, "_runtime": 62.65068769454956, "_timestamp": 1596226490.4104419, "_step": 14} -{"examples": {"width": 28, "height": 28, "format": "png", "count": 4, "_type": "images", "captions": ["Prediction: k Confidence: 0.281 Truth: v", "Prediction: 5 Confidence: 1.000 Truth: 5", "Prediction: 2 Confidence: 0.992 Truth: 2", "Prediction: 0 Confidence: 0.677 Truth: 0"]}, "_runtime": 62.936798334121704, "_timestamp": 1596226490.6965525, "_step": 15} -{"gradients/layers.10.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 2.0, 3.0, 0.0, 0.0, 5.0, 3.0, 1.0, 1.0, 1.0, 4.0, 1.0, 1.0, 1.0, 3.0, 2.0, 4.0, 3.0, 3.0, 2.0, 0.0, 4.0, 2.0, 3.0, 2.0, 1.0, 2.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.01583988592028618, -0.015440158545970917, -0.01504043024033308, -0.014640702866017818, -0.014240974560379982, -0.01384124718606472, -0.013441518880426884, -0.013041791506111622, -0.012642063200473785, -0.012242335826158524, -0.011842608451843262, -0.011442880146205425, -0.011043152771890163, -0.010643424466252327, -0.010243697091937065, -0.009843968786299229, -0.009444241411983967, -0.009044514037668705, -0.008644785732030869, -0.008245058357715607, -0.00784533005207777, -0.007445602677762508, -0.007045874837785959, -0.00664614699780941, -0.006246419157832861, -0.005846691317856312, -0.005446963477879763, -0.0050472356379032135, -0.004647508263587952, -0.0042477804236114025, -0.0038480525836348534, -0.003448324743658304, -0.003048596903681755, -0.002648869063705206, -0.0022491412237286568, -0.0018494136165827513, -0.0014496857766062021, -0.001049957936629653, -0.0006502302130684257, -0.0002505024312995374, 0.00014922535046935081, 0.000548953132238239, 0.0009486809140071273, 0.0013484086375683546, 0.0017481364775449038, 0.002147864317521453, 0.0025475919246673584, 0.0029473197646439075, 0.0033470476046204567, 0.003746775444597006, 0.004146503284573555, 0.004546231124550104, 0.004945958964526653, 0.005345686338841915, 0.005745414178818464, 0.006145142018795013, 0.006544869858771563, 0.006944597698748112, 0.007344325538724661, 0.00774405337870121, 0.008143780753016472, 0.008543509058654308, 0.00894323643296957, 0.009342964738607407, 0.009742692112922668]}, "gradients/layers.10.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 2.0, 0.0, 1.0, 2.0, 1.0, 2.0, 2.0, 4.0, 5.0, 4.0, 9.0, 9.0, 12.0, 22.0, 26.0, 25.0, 52.0, 96.0, 108.0, 160.0, 223.0, 395.0, 5379.0, 613.0, 278.0, 147.0, 115.0, 82.0, 42.0, 31.0, 24.0, 18.0, 15.0, 10.0, 6.0, 2.0, 5.0, 1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.18825072050094604, -0.18263597786426544, -0.17702123522758484, -0.17140649259090424, -0.16579174995422363, -0.16017700731754303, -0.15456226468086243, -0.14894752204418182, -0.14333277940750122, -0.13771802186965942, -0.13210327923297882, -0.12648853659629822, -0.12087379395961761, -0.11525905132293701, -0.10964430868625641, -0.1040295660495758, -0.0984148234128952, -0.0928000807762146, -0.087185338139534, -0.0815705955028534, -0.07595585286617279, -0.07034110277891159, -0.06472636014223099, -0.059111617505550385, -0.05349687486886978, -0.04788213223218918, -0.042267389595508575, -0.036652643233537674, -0.03103790059685707, -0.025423157960176468, -0.019808413460850716, -0.014193669892847538, -0.00857892632484436, -0.0029641827568411827, 0.002650560811161995, 0.008265304379165173, 0.01388004794716835, 0.019494790583848953, 0.025109535083174706, 0.030724279582500458, 0.03633902221918106, 0.041953764855861664, 0.04756850749254227, 0.05318325385451317, 0.05879799649119377, 0.06441274285316467, 0.07002748548984528, 0.07564222812652588, 0.08125697076320648, 0.08687171339988708, 0.09248645603656769, 0.09810119867324829, 0.1037159413099289, 0.1093306913971901, 0.1149454340338707, 0.1205601766705513, 0.1261749267578125, 0.1317896693944931, 0.1374044120311737, 0.1430191546678543, 0.1486338973045349, 0.15424863994121552, 0.15986338257789612, 0.16547812521457672, 0.17109286785125732]}, "gradients/layers.7.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 3.0, 1.0, 0.0, 2.0, 1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 2.0, 3.0, 3.0, 4.0, 3.0, 2.0, 5.0, 5.0, 3.0, 4.0, 4.0, 3.0, 29.0, 6.0, 1.0, 3.0, 4.0, 3.0, 1.0, 1.0, 0.0, 6.0, 1.0, 2.0, 1.0, 2.0, 2.0, 1.0, 1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 2.0, 0.0, 0.0, 0.0, 2.0, 1.0], "bins": [-0.002503539901226759, -0.0024267276749014854, -0.0023499156814068556, -0.002273103455081582, -0.002196291461586952, -0.0021194792352616787, -0.002042667008936405, -0.0019658550154417753, -0.0018890427891165018, -0.0018122306792065501, -0.0017354185692965984, -0.001658606342971325, -0.0015817942330613732, -0.0015049821231514215, -0.001428169896826148, -0.0013513577869161963, -0.0012745456770062447, -0.001197733567096293, -0.0011209214571863413, -0.0010441092308610678, -0.0009672971209511161, -0.0008904850110411644, -0.0008136728429235518, -0.0007368606748059392, -0.0006600485648959875, -0.0005832364549860358, -0.0005064242868684232, -0.0004296121478546411, -0.00035280000884085894, -0.0002759878698270768, -0.00019917573081329465, -0.0001223635917995125, -4.555145278573036e-05, 3.126068622805178e-05, 0.00010807282524183393, 0.00018488496425561607, 0.0002616971032693982, 0.00033850924228318036, 0.0004153213812969625, 0.0004921335494145751, 0.0005689456593245268, 0.0006457577692344785, 0.0007225699373520911, 0.0007993821054697037, 0.0008761942153796554, 0.000953006325289607, 0.0010298185516148806, 0.0011066306615248322, 0.001183442771434784, 0.0012602548813447356, 0.0013370669912546873, 0.0014138792175799608, 0.0014906913274899125, 0.0015675034373998642, 0.0016443156637251377, 0.0017211277736350894, 0.001797939883545041, 0.0018747519934549928, 0.0019515641033649445, 0.002028376329690218, 0.0021051885560154915, 0.0021820005495101213, 0.002258812775835395, 0.0023356247693300247, 0.0024124369956552982]}, "gradients/layers.7.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 4.0, 3.0, 4.0, 11.0, 7.0, 8.0, 10.0, 12.0, 21.0, 27.0, 32.0, 50.0, 77.0, 124.0, 174.0, 253.0, 365.0, 481.0, 755.0, 1128.0, 1725.0, 2762.0, 4285.0, 7246.0, 12543.0, 23210.0, 45968.0, 114612.0, 781615.0, 89611.0, 38545.0, 20541.0, 11954.0, 7228.0, 4639.0, 2927.0, 1977.0, 1298.0, 928.0, 675.0, 482.0, 344.0, 238.0, 169.0, 125.0, 105.0, 78.0, 65.0, 50.0, 39.0, 27.0, 20.0, 14.0, 15.0, 11.0, 8.0, 3.0, 9.0, 6.0, 3.0, 1.0], "bins": [-0.005595618858933449, -0.005418050568550825, -0.0052404822781682014, -0.005062913987785578, -0.004885345697402954, -0.00470777740702033, -0.004530209116637707, -0.004352640826255083, -0.004175072535872459, -0.003997504711151123, -0.0038199361879378557, -0.003642367897555232, -0.003464799840003252, -0.0032872315496206284, -0.0031096632592380047, -0.002932094968855381, -0.0027545266784727573, -0.0025769583880901337, -0.00239939009770751, -0.0022218218073248863, -0.0020442535169422626, -0.0018666853429749608, -0.001689117169007659, -0.0015115488786250353, -0.0013339805882424116, -0.001156412297859788, -0.0009788440074771643, -0.0008012758335098624, -0.0006237075431272388, -0.00044613928184844553, -0.0002685710205696523, -9.10027592908591e-05, 8.656550198793411e-05, 0.00026413376326672733, 0.00044170202454552054, 0.0006192702567204833, 0.000796838547103107, 0.0009744068374857306, 0.0011519750114530325, 0.0013295433018356562, 0.0015071115922182798, 0.0016846798826009035, 0.0018622481729835272, 0.002039816463366151, 0.002217384520918131, 0.0023949528113007545, 0.0025725211016833782, 0.002750089392066002, 0.0029276576824486256, 0.0031052259728312492, 0.003282794263213873, 0.0034603625535964966, 0.0036379308439791203, 0.0038154989015311003, 0.003993067424744368, 0.004170635715126991, 0.004348203539848328, 0.004525771830230951, 0.004703340120613575, 0.004880908410996199, 0.005058476701378822, 0.005236044991761446, 0.00541361328214407, 0.005591181572526693, 0.005768749862909317]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 0.0, 4.0, 1.0, 10.0, 3.0, 7.0, 9.0, 4.0, 1.0, 4.0, 3.0, 1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 1.0], "bins": [-0.05681643635034561, -0.05550910159945488, -0.05420176312327385, -0.05289442837238312, -0.051587093621492386, -0.050279755145311356, -0.048972420394420624, -0.04766508564352989, -0.04635775089263916, -0.04505041241645813, -0.0437430776655674, -0.042435742914676666, -0.041128404438495636, -0.039821069687604904, -0.03851373493671417, -0.03720639646053314, -0.03589906170964241, -0.03459172695875168, -0.03328438848257065, -0.031977053731679916, -0.030669718980789185, -0.029362382367253304, -0.028055045753717422, -0.02674771100282669, -0.02544037438929081, -0.02413303777575493, -0.022825703024864197, -0.021518366411328316, -0.020211029797792435, -0.018903695046901703, -0.017596358433365822, -0.01628902368247509, -0.014981687068939209, -0.013674351386725903, -0.012367015704512596, -0.011059679090976715, -0.009752343408763409, -0.008445007726550102, -0.0071376715786755085, -0.005830335430800915, -0.004522999748587608, -0.0032156638335436583, -0.0019083279184997082, -0.0006009920034557581, 0.000706343911588192, 0.002013679826632142, 0.003321015741676092, 0.004628351889550686, 0.005935687571763992, 0.007243023253977299, 0.008550358936190605, 0.009857695549726486, 0.011165031231939793, 0.012472366914153099, 0.01377970352768898, 0.015087039209902287, 0.016394374892115593, 0.017701711505651474, 0.019009046256542206, 0.020316382870078087, 0.021623719483613968, 0.0229310542345047, 0.02423839084804058, 0.025545725598931313, 0.026853062212467194]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [10.0, 7.0, 1.0, 1.0, 3.0, 12.0, 15.0, 14.0, 7.0, 8.0, 10.0, 6.0, 17.0, 14.0, 13.0, 8.0, 11.0, 16.0, 18.0, 18.0, 31.0, 34.0, 31.0, 35.0, 61.0, 73.0, 88.0, 106.0, 122.0, 168.0, 217.0, 248.0, 409.0, 610.0, 1204.0, 6537.0, 2877.0, 1799.0, 1125.0, 758.0, 499.0, 340.0, 233.0, 165.0, 94.0, 64.0, 44.0, 34.0, 41.0, 23.0, 25.0, 33.0, 19.0, 11.0, 12.0, 9.0, 7.0, 11.0, 8.0, 6.0, 8.0, 2.0, 1.0, 1.0], "bins": [-0.017658483237028122, -0.01716218702495098, -0.01666589081287384, -0.0161695946007967, -0.01567329838871956, -0.015177003107964993, -0.014680706895887852, -0.014184410683810711, -0.01368811447173357, -0.01319181825965643, -0.012695522047579288, -0.012199225835502148, -0.011702930554747581, -0.01120663434267044, -0.0107103381305933, -0.010214041918516159, -0.009717745706439018, -0.009221449494361877, -0.008725153282284737, -0.008228857070207596, -0.007732561323791742, -0.0072362651117146015, -0.006739969365298748, -0.006243673153221607, -0.005747376941144466, -0.005251080729067326, -0.004754784516990185, -0.004258488770574331, -0.0037621925584971905, -0.0032658963464200497, -0.0027696003671735525, -0.0022733043879270554, -0.0017770081758499146, -0.0012807120801880956, -0.0007844159845262766, -0.0002881198888644576, 0.00020817620679736137, 0.0007044723024591804, 0.0012007683981209993, 0.0016970644937828183, 0.0021933605894446373, 0.002689656801521778, 0.0031859527807682753, 0.0036822487600147724, 0.004178544972091913, 0.004674841184169054, 0.0051711369305849075, 0.005667433142662048, 0.006163729354739189, 0.00666002556681633, 0.007156321778893471, 0.007652617525309324, 0.008148914203047752, 0.008645209483802319, 0.00914150569587946, 0.0096378019079566, 0.010134098120033741, 0.010630394332110882, 0.011126690544188023, 0.011622986756265163, 0.01211928203701973, 0.01261557824909687, 0.013111874461174011, 0.013608170673251152, 0.014104466885328293]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [3.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 2.0, 0.0, 1.0, 2.0, 0.0, 1.0, 0.0, 2.0, 1.0, 3.0, 2.0, 1.0, 0.0, 1.0, 0.0, 1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.0882493257522583, -0.08285925537347794, -0.07746918499469757, -0.0720791146159172, -0.06668904423713684, -0.061298977583646774, -0.05590891093015671, -0.05051884055137634, -0.04512877017259598, -0.03973869979381561, -0.03434862941503525, -0.02895856276154518, -0.023568492382764816, -0.01817842200398445, -0.012788353487849236, -0.007398284040391445, -0.002008214592933655, 0.0033818548545241356, 0.008771924301981926, 0.014161993749439716, 0.019552063196897507, 0.02494213357567787, 0.030332202091813087, 0.0357222706079483, 0.04111234098672867, 0.04650241136550903, 0.0518924817442894, 0.057282548397779465, 0.06267261505126953, 0.0680626854300499, 0.07345275580883026, 0.07884282618761063, 0.08423289656639099, 0.08962296694517136, 0.09501303732395172, 0.10040310770273209, 0.10579317808151245, 0.11118324100971222, 0.11657331138849258, 0.12196338176727295, 0.1273534595966339, 0.13274352252483368, 0.13813358545303345, 0.1435236632823944, 0.14891372621059418, 0.15430380403995514, 0.1596938669681549, 0.16508394479751587, 0.17047400772571564, 0.1758640706539154, 0.18125414848327637, 0.18664421141147614, 0.1920342892408371, 0.19742435216903687, 0.20281442999839783, 0.2082044929265976, 0.21359455585479736, 0.21898463368415833, 0.2243746966123581, 0.22976477444171906, 0.23515483736991882, 0.24054491519927979, 0.24593497812747955, 0.2513250410556793, 0.2567151188850403]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 4.0, 1.0, 1.0, 3.0, 3.0, 3.0, 6.0, 3.0, 4.0, 5.0, 8.0, 9.0, 2.0, 11.0, 13.0, 25.0, 32.0, 49.0, 24.0, 18.0, 12.0, 9.0, 2.0, 2.0, 1.0, 2.0, 3.0, 2.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 2.0, 1.0, 2.0, 1.0, 2.0, 1.0, 2.0, 3.0, 2.0, 2.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 2.0], "bins": [-0.080570288002491, -0.07731304317712784, -0.07405579090118408, -0.07079854607582092, -0.06754130125045776, -0.06428404897451401, -0.06102680414915085, -0.05776955932378769, -0.05451231077313423, -0.051255062222480774, -0.047997817397117615, -0.04474056884646416, -0.0414833202958107, -0.03822607547044754, -0.03496882691979408, -0.03171158209443092, -0.028454333543777466, -0.025197086855769157, -0.02193984016776085, -0.01868259161710739, -0.015425344929099083, -0.012168098241090775, -0.008910850621759892, -0.005653603468090296, -0.0023963563144207, 0.0008608908392488956, 0.004118137992918491, 0.007375385146588087, 0.010632632300257683, 0.013889878988265991, 0.01714712753891945, 0.020404374226927757, 0.023661620914936066, 0.026918867602944374, 0.030176114290952682, 0.03343336284160614, 0.0366906076669693, 0.03994785621762276, 0.043205104768276215, 0.046462349593639374, 0.04971959814429283, 0.05297684669494629, 0.05623409152030945, 0.059491340070962906, 0.06274858862161636, 0.06600583344697952, 0.06926307827234268, 0.07252033054828644, 0.0757775753736496, 0.07903482019901276, 0.08229207247495651, 0.08554931730031967, 0.08880656212568283, 0.09206381440162659, 0.09532105922698975, 0.0985783040523529, 0.10183554887771606, 0.10509280115365982, 0.10835004597902298, 0.11160729080438614, 0.1148645430803299, 0.11812178790569305, 0.12137903273105621, 0.12463628500699997, 0.12789353728294373]}, "_runtime": 66.25080490112305, "_timestamp": 1596226494.010559, "_step": 16} -{"val_accuracy": 0.8098194920091324, "val_loss": 0.4899739195767059, "_runtime": 74.34836840629578, "_timestamp": 1596226502.1081226, "_step": 17} -{"examples": {"width": 28, "height": 28, "format": "png", "count": 4, "_type": "images", "captions": ["Prediction: V Confidence: 0.443 Truth: v", "Prediction: 5 Confidence: 1.000 Truth: 5", "Prediction: 2 Confidence: 0.994 Truth: 2", "Prediction: 0 Confidence: 0.608 Truth: 0"]}, "_runtime": 74.63305902481079, "_timestamp": 1596226502.3928132, "_step": 18} -{"gradients/layers.10.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 2.0, 0.0, 1.0, 0.0, 0.0, 2.0, 2.0, 1.0, 1.0, 4.0, 0.0, 4.0, 4.0, 5.0, 6.0, 6.0, 2.0, 6.0, 0.0, 3.0, 1.0, 2.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 2.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.01562965288758278, -0.015163442119956017, -0.014697231352329254, -0.014231021516025066, -0.013764810748398304, -0.013298599980771542, -0.012832390144467354, -0.012366179376840591, -0.011899968609213829, -0.011433757841587067, -0.010967547073960304, -0.010501337237656116, -0.010035126470029354, -0.009568915702402592, -0.009102705866098404, -0.008636495098471642, -0.00817028433084488, -0.007704073563218117, -0.007237863261252642, -0.006771652959287167, -0.006305442191660404, -0.005839231424033642, -0.005373021122068167, -0.004906810820102692, -0.004440600052475929, -0.003974389284849167, -0.003508178982883692, -0.003041968448087573, -0.0025757579132914543, -0.0021095473784953356, -0.0016433368436992168, -0.001177126308903098, -0.0007109157741069794, -0.00024470523931086063, 0.0002215052954852581, 0.0006877158302813768, 0.0011539263650774956, 0.0016201368998736143, 0.002086347434669733, 0.002552557969465852, 0.0030187685042619705, 0.0034849790390580893, 0.003951189573854208, 0.004417399875819683, 0.0048836106434464455, 0.005349821411073208, 0.005816031713038683, 0.006282242015004158, 0.00674845278263092, 0.007214663550257683, 0.007680873852223158, 0.008147084154188633, 0.008613294921815395, 0.009079505689442158, 0.009545715525746346, 0.010011926293373108, 0.01047813706099987, 0.010944347828626633, 0.011410558596253395, 0.011876768432557583, 0.012342979200184345, 0.012809189967811108, 0.013275399804115295, 0.013741610571742058, 0.01420782133936882]}, "gradients/layers.10.weight": {"_type": "histogram", "values": [1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 1.0, 0.0, 1.0, 1.0, 2.0, 3.0, 4.0, 0.0, 6.0, 11.0, 12.0, 7.0, 10.0, 24.0, 26.0, 51.0, 64.0, 95.0, 140.0, 264.0, 501.0, 5479.0, 572.0, 251.0, 134.0, 92.0, 56.0, 29.0, 23.0, 16.0, 12.0, 8.0, 10.0, 6.0, 4.0, 4.0, 1.0, 3.0, 1.0, 2.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.1749693751335144, -0.16957518458366394, -0.16418097913265228, -0.15878678858280182, -0.15339259803295135, -0.1479983925819397, -0.14260420203208923, -0.13721001148223877, -0.1318158209323883, -0.12642161548137665, -0.12102742493152618, -0.11563322693109512, -0.11023902893066406, -0.1048448383808136, -0.09945064038038254, -0.09405644983053207, -0.08866225183010101, -0.08326805382966995, -0.07787386327981949, -0.07247966527938843, -0.06708547472953796, -0.0616912767291069, -0.05629707872867584, -0.05090288445353508, -0.04550869017839432, -0.040114495903253555, -0.03472030162811279, -0.029326103627681732, -0.02393190935254097, -0.018537715077400208, -0.013143518939614296, -0.007749323733150959, -0.002355128526687622, 0.003039066679775715, 0.008433261886239052, 0.013827457092702389, 0.019221652299165726, 0.024615846574306488, 0.0300100427120924, 0.03540423884987831, 0.040798433125019073, 0.046192627400159836, 0.0515868216753006, 0.05698101967573166, 0.06237521395087242, 0.06776940822601318, 0.07316360622644424, 0.07855779677629471, 0.08395199477672577, 0.08934619277715683, 0.0947403833270073, 0.10013458132743835, 0.10552877187728882, 0.11092296987771988, 0.11631716787815094, 0.1217113584280014, 0.12710556387901306, 0.13249975442886353, 0.137893944978714, 0.14328813552856445, 0.1486823409795761, 0.15407653152942657, 0.15947072207927704, 0.1648649275302887, 0.17025911808013916]}, "gradients/layers.7.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 2.0, 3.0, 1.0, 1.0, 0.0, 3.0, 2.0, 1.0, 2.0, 1.0, 2.0, 5.0, 3.0, 1.0, 4.0, 4.0, 3.0, 5.0, 5.0, 7.0, 2.0, 24.0, 1.0, 3.0, 2.0, 5.0, 5.0, 1.0, 2.0, 1.0, 2.0, 3.0, 0.0, 1.0, 1.0, 3.0, 2.0, 0.0, 1.0, 1.0, 2.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0], "bins": [-0.002733741421252489, -0.002661686157807708, -0.00258963112719357, -0.002517575863748789, -0.0024455206003040075, -0.0023734653368592262, -0.0023014103062450886, -0.0022293550428003073, -0.002157299779355526, -0.0020852447487413883, -0.002013189485296607, -0.0019411342218518257, -0.0018690790748223662, -0.001797023811377585, -0.0017249686643481255, -0.0016529134009033442, -0.0015808582538738847, -0.0015088031068444252, -0.001436747843399644, -0.0013646926963701844, -0.0012926374329254031, -0.0012205822858959436, -0.0011485270224511623, -0.0010764718754217029, -0.0010044167283922434, -0.0009323614649474621, -0.0008603062597103417, -0.0007882510544732213, -0.0007161959074437618, -0.0006441407022066414, -0.000572085496969521, -0.0005000302917324007, -0.00042797508649528027, -0.0003559198812581599, -0.0002838646760210395, -0.00021180949988774955, -0.00013975429465062916, -6.769909668946639e-05, 4.356101271696389e-06, 7.641129923285916e-05, 0.00014846649719402194, 0.00022052170243114233, 0.0002925769076682627, 0.00036463208380155265, 0.00043668728903867304, 0.000508742465171963, 0.0005807976704090834, 0.0006528528756462038, 0.0007249080808833241, 0.0007969632861204445, 0.0008690184913575649, 0.0009410736965946853, 0.0010131289018318057, 0.0010851840488612652, 0.0011572393123060465, 0.001229294459335506, 0.0013013496063649654, 0.0013734048698097467, 0.0014454600168392062, 0.0015175152802839875, 0.001589570427313447, 0.0016616256907582283, 0.0017336808377876878, 0.001805736101232469, 0.0018777912482619286]}, "gradients/layers.7.weight": {"_type": "histogram", "values": [2.0, 1.0, 3.0, 3.0, 2.0, 5.0, 7.0, 10.0, 21.0, 28.0, 35.0, 44.0, 86.0, 122.0, 160.0, 242.0, 317.0, 524.0, 738.0, 1212.0, 1735.0, 2736.0, 4563.0, 7492.0, 13598.0, 25272.0, 51731.0, 144415.0, 799279.0, 63082.0, 25629.0, 13452.0, 7956.0, 4926.0, 3186.0, 2129.0, 1391.0, 1010.0, 709.0, 511.0, 360.0, 257.0, 164.0, 126.0, 90.0, 61.0, 58.0, 37.0, 30.0, 23.0, 17.0, 14.0, 13.0, 9.0, 8.0, 4.0, 7.0, 2.0, 0.0, 0.0, 3.0, 0.0, 0.0, 1.0], "bins": [-0.004472804721444845, -0.004314993042498827, -0.004157181829214096, -0.003999370150268078, -0.003841558936983347, -0.0036837472580373287, -0.003525935811921954, -0.0033681243658065796, -0.003210312919691205, -0.0030525014735758305, -0.002894690027460456, -0.0027368785813450813, -0.002579066902399063, -0.0024212554562836885, -0.002263444010168314, -0.0021056325640529394, -0.0019478211179375648, -0.0017900096718221903, -0.0016321982257068157, -0.0014743866631761193, -0.0013165752170607448, -0.0011587637709453702, -0.0010009522084146738, -0.0008431407622992992, -0.0006853293161839247, -0.0005275178700685501, -0.00036970636574551463, -0.0002118948905263096, -5.408341530710459e-05, 0.00010372805991210043, 0.00026153953513130546, 0.0004193510103505105, 0.0005771624855697155, 0.0007349739316850901, 0.0008927854360081255, 0.001050596940331161, 0.0012084083864465356, 0.0013662198325619102, 0.0015240313950926065, 0.0016818428412079811, 0.0018396542873233557, 0.0019974657334387302, 0.002155277179554105, 0.0023130886256694794, 0.0024709003046154976, 0.002628711750730872, 0.0027865231968462467, 0.0029443346429616213, 0.003102146089076996, 0.0032599575351923704, 0.003417768981307745, 0.0035755804274231195, 0.003733391873538494, 0.0038912035524845123, 0.004049014765769243, 0.0042068264447152615, 0.004364637657999992, 0.004522449336946011, 0.004680261015892029, 0.00483807222917676, 0.004995883908122778, 0.005153695121407509, 0.005311506800353527, 0.005469318013638258, 0.005627129692584276]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 2.0, 4.0, 2.0, 2.0, 5.0, 3.0, 11.0, 5.0, 4.0, 4.0, 7.0, 1.0, 2.0, 1.0, 1.0, 0.0, 1.0, 2.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0], "bins": [-0.04189921170473099, -0.04095105081796646, -0.040002889931201935, -0.03905473276972771, -0.03810657188296318, -0.037158410996198654, -0.03621025010943413, -0.0352620929479599, -0.034313932061195374, -0.03336577117443085, -0.03241761028766632, -0.031469449400901794, -0.030521290376782417, -0.02957313135266304, -0.028624970465898514, -0.027676811441779137, -0.02672865055501461, -0.025780489668250084, -0.024832330644130707, -0.02388416975736618, -0.022936010733246803, -0.021987849846482277, -0.0210396908223629, -0.020091529935598373, -0.019143369048833847, -0.01819521002471447, -0.017247049137949944, -0.016298890113830566, -0.01535072922706604, -0.014402569271624088, -0.013454409316182137, -0.012506249360740185, -0.011558089405298233, -0.010609929449856281, -0.00966176949441433, -0.008713609538972378, -0.007765449117869139, -0.006817289162427187, -0.005869128741323948, -0.004920968785881996, -0.003972808830440044, -0.0030246488749980927, -0.0020764886867254972, -0.0011283286148682237, -0.0001801685430109501, 0.0007679915288463235, 0.001716151600703597, 0.0026643117889761925, 0.0036124717444181442, 0.004560631699860096, 0.005508791655302048, 0.006456952076405287, 0.0074051120318472385, 0.008353272452950478, 0.00930143240839243, 0.010249592363834381, 0.011197752319276333, 0.012145912274718285, 0.013094072230160236, 0.014042232185602188, 0.014990393072366714, 0.01593855209648609, 0.016886712983250618, 0.017834872007369995, 0.01878303289413452]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [3.0, 1.0, 7.0, 5.0, 13.0, 4.0, 1.0, 2.0, 7.0, 15.0, 18.0, 6.0, 7.0, 9.0, 8.0, 2.0, 4.0, 4.0, 5.0, 5.0, 4.0, 3.0, 4.0, 9.0, 15.0, 14.0, 19.0, 25.0, 38.0, 36.0, 68.0, 101.0, 145.0, 223.0, 409.0, 608.0, 1031.0, 2198.0, 7459.0, 2327.0, 1322.0, 754.0, 458.0, 287.0, 188.0, 157.0, 116.0, 70.0, 64.0, 48.0, 29.0, 15.0, 14.0, 10.0, 7.0, 8.0, 7.0, 6.0, 2.0, 3.0, 1.0, 2.0, 1.0, 1.0], "bins": [-0.013829418458044529, -0.013468693010509014, -0.013107966631650925, -0.01274724118411541, -0.012386515736579895, -0.012025789357721806, -0.01166506391018629, -0.011304338462650776, -0.010943612083792686, -0.010582886636257172, -0.010222161188721657, -0.009861435741186142, -0.009500709362328053, -0.009139983914792538, -0.008779258467257023, -0.008418532088398933, -0.008057806640863419, -0.0076970807276666164, -0.007336355280131102, -0.0069756293669342995, -0.006614903919398785, -0.0062541780062019825, -0.00589345209300518, -0.0055327266454696655, -0.005172000732272863, -0.004811274819076061, -0.004450549371540546, -0.004089823458343744, -0.003729097777977586, -0.0033683720976114273, -0.003007646184414625, -0.0026469205040484667, -0.002286194823682308, -0.0019254691433161497, -0.0015647433465346694, -0.001204017549753189, -0.0008432918693870306, -0.0004825661308132112, -0.0001218403922393918, 0.0002388853463344276, 0.000599611084908247, 0.0009603368234820664, 0.0013210625620558858, 0.001681788358837366, 0.0020425140392035246, 0.002403239719569683, 0.002763965632766485, 0.0031246913131326437, 0.003485416993498802, 0.0038461426738649607, 0.004206868354231119, 0.004567594267427921, 0.004928319714963436, 0.005289045628160238, 0.00564977154135704, 0.006010496988892555, 0.006371222902089357, 0.0067319488152861595, 0.007092674262821674, 0.0074534001760184765, 0.007814126089215279, 0.008174851536750793, 0.008535576984286308, 0.008896303363144398, 0.009257028810679913]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 2.0, 1.0, 3.0, 2.0, 5.0, 2.0, 1.0, 0.0, 1.0, 1.0, 2.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.07770423591136932, -0.07441931962966919, -0.07113440334796906, -0.06784949451684952, -0.06456457823514938, -0.06127966195344925, -0.05799474939703941, -0.05470983311533928, -0.05142492055892944, -0.04814000427722931, -0.044855087995529175, -0.04157017543911934, -0.038285259157419205, -0.03500034660100937, -0.031715430319309235, -0.02843051590025425, -0.025145601481199265, -0.02186068706214428, -0.018575772643089294, -0.015290857292711735, -0.01200594287365675, -0.008721028454601765, -0.005436113569885492, -0.0021511989179998636, 0.001133715733885765, 0.00441863015294075, 0.0077035450376570225, 0.010988459922373295, 0.01427337434142828, 0.01755828969180584, 0.020843204110860825, 0.02412811852991581, 0.027413032948970795, 0.03069794736802578, 0.033982861787080765, 0.0372677780687809, 0.040552690625190735, 0.04383760690689087, 0.047122519463300705, 0.05040743574500084, 0.053692348301410675, 0.05697726458311081, 0.060262180864810944, 0.06354709714651108, 0.06683200597763062, 0.07011692225933075, 0.07340183854103088, 0.07668675482273102, 0.07997167110443115, 0.08325657993555069, 0.08654149621725082, 0.08982641249895096, 0.09311132878065109, 0.09639623761177063, 0.09968115389347076, 0.1029660701751709, 0.10625098645687103, 0.10953590273857117, 0.1128208115696907, 0.11610572785139084, 0.11939064413309097, 0.12267556041479111, 0.12596046924591064, 0.12924538552761078, 0.1325303018093109]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 3.0, 6.0, 4.0, 6.0, 10.0, 6.0, 10.0, 9.0, 15.0, 12.0, 11.0, 10.0, 13.0, 18.0, 44.0, 13.0, 14.0, 11.0, 6.0, 4.0, 5.0, 3.0, 3.0, 7.0, 4.0, 3.0, 3.0, 1.0, 6.0, 2.0, 1.0, 3.0, 1.0, 1.0, 0.0, 4.0, 0.0, 2.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.045931026339530945, -0.04456891864538193, -0.04320681095123291, -0.04184470325708389, -0.040482595562934875, -0.03912049159407616, -0.03775838389992714, -0.03639627620577812, -0.035034168511629105, -0.03367206081748009, -0.03230995312333107, -0.030947847291827202, -0.029585739597678185, -0.028223631903529167, -0.0268615260720253, -0.025499418377876282, -0.024137310683727264, -0.022775202989578247, -0.02141309529542923, -0.02005098946392536, -0.018688881769776344, -0.017326774075627327, -0.01596466824412346, -0.014602560549974442, -0.013240452855825424, -0.011878345161676407, -0.010516238398849964, -0.009154131636023521, -0.007792023941874504, -0.006429916713386774, -0.005067809484899044, -0.003705702256411314, -0.002343595027923584, -0.000981487799435854, 0.00038061942905187607, 0.001742726657539606, 0.003104833886027336, 0.004466941114515066, 0.005829048343002796, 0.007191155571490526, 0.008553262799978256, 0.009915370494127274, 0.011277477256953716, 0.012639584019780159, 0.014001691713929176, 0.015363799408078194, 0.016725905239582062, 0.01808801293373108, 0.019450120627880096, 0.020812228322029114, 0.02217433601617813, 0.023536441847682, 0.024898549541831017, 0.026260657235980034, 0.027622763067483902, 0.02898487076163292, 0.030346978455781937, 0.031709086149930954, 0.03307119384407997, 0.03443330153822899, 0.03579540550708771, 0.037157513201236725, 0.03851962089538574, 0.03988172858953476, 0.04124383628368378]}, "_runtime": 75.57913851737976, "_timestamp": 1596226503.3388927, "_step": 19} -{"gradients/layers.10.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0, 3.0, 2.0, 4.0, 8.0, 1.0, 2.0, 7.0, 6.0, 3.0, 7.0, 1.0, 4.0, 1.0, 2.0, 1.0, 2.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.015107434242963791, -0.014617395587265491, -0.014127357862889767, -0.013637319207191467, -0.013147281482815742, -0.012657242827117443, -0.012167205102741718, -0.011677166447043419, -0.011187128722667694, -0.010697090066969395, -0.010207051411271095, -0.00971701368689537, -0.009226975031197071, -0.008736937306821346, -0.008246898651123047, -0.007756860461086035, -0.007266822271049023, -0.006776784081012011, -0.0062867458909749985, -0.005796707700937986, -0.005306669510900974, -0.004816630855202675, -0.004326592665165663, -0.0038365544751286507, -0.0033465162850916386, -0.0028564780950546265, -0.0023664399050176144, -0.0018764014821499586, -0.0013863632921129465, -0.0008963250438682735, -0.0004062867956236005, 8.375145262107253e-05, 0.0005737897008657455, 0.0010638278909027576, 0.0015538661973550916, 0.0020439045038074255, 0.0025339426938444376, 0.0030239808838814497, 0.0035140193067491055, 0.0040040574967861176, 0.00449409568682313, 0.004984133876860142, 0.005474172066897154, 0.005964210256934166, 0.006454248912632465, 0.0069442871026694775, 0.0074343252927064896, 0.007924363017082214, 0.008414401672780514, 0.008904440328478813, 0.009394478052854538, 0.009884516708552837, 0.010374554432928562, 0.010864593088626862, 0.011354630813002586, 0.011844669468700886, 0.012334708124399185, 0.01282474584877491, 0.01331478450447321, 0.013804822228848934, 0.014294860884547234, 0.014784898608922958, 0.015274937264621258, 0.015764975920319557, 0.016255013644695282]}, "gradients/layers.10.weight": {"_type": "histogram", "values": [2.0, 0.0, 0.0, 1.0, 1.0, 0.0, 2.0, 3.0, 1.0, 2.0, 0.0, 2.0, 5.0, 3.0, 4.0, 7.0, 9.0, 7.0, 8.0, 18.0, 24.0, 24.0, 42.0, 44.0, 80.0, 104.0, 135.0, 209.0, 346.0, 4898.0, 1022.0, 352.0, 174.0, 127.0, 79.0, 54.0, 35.0, 18.0, 18.0, 11.0, 12.0, 7.0, 7.0, 9.0, 4.0, 5.0, 6.0, 1.0, 1.0, 0.0, 3.0, 1.0, 3.0, 1.0, 1.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 2.0], "bins": [-0.11764229834079742, -0.11369407922029495, -0.10974586009979248, -0.10579764097929001, -0.10184942185878754, -0.09790121018886566, -0.09395299106836319, -0.09000477194786072, -0.08605655282735825, -0.08210833370685577, -0.0781601145863533, -0.07421189546585083, -0.07026368379592896, -0.06631546467542648, -0.06236724555492401, -0.05841902643442154, -0.05447080731391907, -0.050522588193416595, -0.046574369072914124, -0.04262615367770195, -0.03867793455719948, -0.034729715436697006, -0.030781498178839684, -0.02683328092098236, -0.02288506180047989, -0.018936842679977417, -0.014988625422120094, -0.011040407232940197, -0.0070921890437603, -0.0031439708545804024, 0.0008042473345994949, 0.004752465523779392, 0.00870068371295929, 0.012648901902139187, 0.016597120091319084, 0.020545337349176407, 0.02449355646967888, 0.02844177559018135, 0.032389990985393524, 0.036338210105895996, 0.04028642922639847, 0.04423464834690094, 0.04818286746740341, 0.052131082862615585, 0.05607930198311806, 0.06002752110362053, 0.0639757364988327, 0.06792395561933517, 0.07187217473983765, 0.07582039386034012, 0.07976861298084259, 0.08371683210134506, 0.08766505122184753, 0.09161326289176941, 0.09556148201227188, 0.09950970113277435, 0.10345792025327682, 0.1074061393737793, 0.11135435849428177, 0.11530257761478424, 0.11925078928470612, 0.12319900840520859, 0.12714722752571106, 0.13109545409679413, 0.135043665766716]}, "gradients/layers.7.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 4.0, 1.0, 0.0, 1.0, 2.0, 0.0, 1.0, 4.0, 2.0, 3.0, 1.0, 0.0, 1.0, 0.0, 2.0, 7.0, 3.0, 1.0, 2.0, 5.0, 3.0, 3.0, 4.0, 23.0, 2.0, 1.0, 8.0, 3.0, 5.0, 2.0, 3.0, 3.0, 5.0, 3.0, 2.0, 1.0, 2.0, 2.0, 2.0, 0.0, 0.0, 2.0, 1.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.002891100477427244, -0.0028116758912801743, -0.002732251537963748, -0.002652826951816678, -0.002573402365669608, -0.002493978012353182, -0.002414553426206112, -0.002335128840059042, -0.002255704253911972, -0.0021762799005955458, -0.002096855314448476, -0.002017430728301406, -0.0019380063749849796, -0.0018585817888379097, -0.0017791573191061616, -0.0016997327329590917, -0.0016203082632273436, -0.0015408837934955955, -0.0014614592073485255, -0.0013820347376167774, -0.0013026101514697075, -0.0012231856817379594, -0.0011437612120062113, -0.0010643366258591413, -0.0009849121561273932, -0.0009054876281879842, -0.0008260631002485752, -0.0007466386305168271, -0.0006672141025774181, -0.0005877895746380091, -0.000508365104906261, -0.00042894057696685195, -0.00034951604902744293, -0.0002700915210880339, -0.00019066702225245535, -0.00011124250886496156, -3.1817995477467775e-05, 4.7606517910026014e-05, 0.0001270310312975198, 0.0002064555446850136, 0.0002858800580725074, 0.0003653045860119164, 0.00044472908484749496, 0.0005241535836830735, 0.0006035781116224825, 0.0006830026395618916, 0.0007624271092936397, 0.0008418516372330487, 0.0009212761651724577, 0.0010007006349042058, 0.0010801252210512757, 0.0011595496907830238, 0.0012389742769300938, 0.0013183987466618419, 0.00139782321639359, 0.00147724780254066, 0.001556672272272408, 0.0016360967420041561, 0.001715521328151226, 0.0017949457978829741, 0.0018743702676147223, 0.001953794853761792, 0.002033219439908862, 0.0021126437932252884, 0.0021920683793723583]}, "gradients/layers.7.weight": {"_type": "histogram", "values": [4.0, 3.0, 3.0, 3.0, 5.0, 10.0, 16.0, 18.0, 15.0, 26.0, 57.0, 50.0, 65.0, 103.0, 131.0, 213.0, 271.0, 396.0, 573.0, 802.0, 1158.0, 1691.0, 2557.0, 3705.0, 5614.0, 9049.0, 15259.0, 27046.0, 55663.0, 176437.0, 746995.0, 58768.0, 28572.0, 16088.0, 9710.0, 5868.0, 4002.0, 2528.0, 1743.0, 1262.0, 858.0, 635.0, 463.0, 317.0, 204.0, 187.0, 108.0, 105.0, 83.0, 56.0, 41.0, 32.0, 27.0, 14.0, 10.0, 12.0, 5.0, 4.0, 5.0, 0.0, 0.0, 1.0, 1.0, 1.0], "bins": [-0.0044557685032486916, -0.004307995550334454, -0.004160222597420216, -0.00401244917884469, -0.0038646762259304523, -0.0037169032730162144, -0.0035691300872713327, -0.003421356901526451, -0.003273583948612213, -0.003125810995697975, -0.0029780378099530935, -0.002830264624208212, -0.002682491671293974, -0.002534718718379736, -0.0023869455326348543, -0.0022391723468899727, -0.0020913993939757347, -0.001943626324646175, -0.001795853255316615, -0.0016480801859870553, -0.0015003071166574955, -0.0013525340473279357, -0.001204760977998376, -0.001056987908668816, -0.0009092148393392563, -0.0007614417700096965, -0.0006136687006801367, -0.0004658956313505769, -0.0003181225620210171, -0.00017034949269145727, -2.257642336189747e-05, 0.00012519664596766233, 0.00027296971529722214, 0.00042074278462678194, 0.0005685158539563417, 0.0007162889232859015, 0.0008640619926154613, 0.0010118350619450212, 0.001159608131274581, 0.0013073812006041408, 0.0014551542699337006, 0.0016029273392632604, 0.0017507004085928202, 0.00189847347792238, 0.0020462465472519398, 0.0021940195001661777, 0.0023417926859110594, 0.002489565871655941, 0.002637338824570179, 0.002785111777484417, 0.0029328849632292986, 0.0030806581489741802, 0.003228431101888418, 0.003376204054802656, 0.003523977240547538, 0.0036717504262924194, 0.0038195233792066574, 0.003967296332120895, 0.004115069285035133, 0.004262842703610659, 0.004410615656524897, 0.004558388609439135, 0.00470616202801466, 0.004853934980928898, 0.005001707933843136]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [2.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 2.0, 0.0, 0.0, 0.0, 3.0, 2.0, 1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 2.0, 1.0, 2.0, 2.0, 4.0, 1.0, 7.0, 1.0, 0.0, 3.0, 5.0, 0.0, 0.0, 3.0, 2.0, 1.0, 2.0, 2.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.015354884788393974, -0.01488883513957262, -0.014422784559428692, -0.013956734910607338, -0.01349068433046341, -0.013024634681642056, -0.012558584101498127, -0.012092534452676773, -0.011626483872532845, -0.01116043422371149, -0.010694384574890137, -0.010228333994746208, -0.009762284345924854, -0.009296233765780926, -0.008830184116959572, -0.008364133536815643, -0.00789808388799429, -0.007432033773511648, -0.006965983659029007, -0.006499933544546366, -0.0060338834300637245, -0.005567833781242371, -0.005101783666759729, -0.004635733552277088, -0.004169683437794447, -0.0037036333233118057, -0.0032375832088291645, -0.002771533327177167, -0.0023054832126945257, -0.0018394330982118845, -0.001373383100144565, -0.0009073330438695848, -0.0004412829875946045, 2.4767068680375814e-05, 0.0004908171249553561, 0.0009568671812303364, 0.0014229172375053167, 0.001888967351987958, 0.0023550172336399555, 0.0028210673481225967, 0.003287117462605238, 0.003753167577087879, 0.00421921769157052, 0.004685267806053162, 0.0051513174548745155, 0.005617367569357157, 0.006083417683839798, 0.006549467798322439, 0.00701551791280508, 0.007481568027287722, 0.007947618141770363, 0.008413667790591717, 0.008879718370735645, 0.009345768019557, 0.009811818599700928, 0.010277868248522282, 0.010743917897343636, 0.011209968477487564, 0.011676018126308918, 0.012142068706452847, 0.0126081183552742, 0.013074168935418129, 0.013540218584239483, 0.014006269164383411, 0.014472318813204765]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [3.0, 4.0, 0.0, 2.0, 2.0, 1.0, 4.0, 5.0, 6.0, 7.0, 6.0, 18.0, 17.0, 17.0, 26.0, 46.0, 26.0, 43.0, 70.0, 72.0, 121.0, 119.0, 155.0, 170.0, 221.0, 259.0, 318.0, 415.0, 536.0, 731.0, 1003.0, 1650.0, 6223.0, 2283.0, 1124.0, 804.0, 544.0, 375.0, 267.0, 171.0, 148.0, 81.0, 66.0, 59.0, 43.0, 40.0, 34.0, 20.0, 9.0, 15.0, 12.0, 11.0, 9.0, 7.0, 4.0, 0.0, 2.0, 0.0, 2.0, 2.0, 3.0, 0.0, 0.0, 1.0], "bins": [-0.009274930693209171, -0.008991449140012264, -0.008707966655492783, -0.008424485102295876, -0.008141003549098969, -0.007857521064579487, -0.00757403951138258, -0.0072905574925243855, -0.007007075473666191, -0.006723593454807997, -0.006440111435949802, -0.006156629882752895, -0.005873147863894701, -0.005589665845036507, -0.0053061842918396, -0.005022702272981405, -0.004739220254123211, -0.0044557382352650166, -0.004172256216406822, -0.003888774663209915, -0.003605292644351721, -0.0033218106254935265, -0.0030383288394659758, -0.002754847053438425, -0.0024713650345802307, -0.0021878830157220364, -0.0019044012296944857, -0.0016209193272516131, -0.0013374374248087406, -0.001053955522365868, -0.0007704736199229956, -0.00048699171748012304, -0.00020350981503725052, 7.9972087405622e-05, 0.00036345398984849453, 0.000646935892291367, 0.0009304177947342396, 0.001213899697177112, 0.0014973815996199846, 0.0017808635020628572, 0.0020643454045057297, 0.002347827423363924, 0.0026313092093914747, 0.0029147909954190254, 0.0031982730142772198, 0.003481755033135414, 0.003765236819162965, 0.0040487186051905155, 0.00433220062404871, 0.004615682642906904, 0.004899164661765099, 0.005182646214962006, 0.0054661282338202, 0.005749610252678394, 0.006033091805875301, 0.006316573824733496, 0.00660005584359169, 0.006883537862449884, 0.007167019881308079, 0.007450501434504986, 0.00773398345336318, 0.008017465472221375, 0.008300947025418282, 0.008584429509937763, 0.00886791106313467]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 2.0, 1.0, 0.0, 2.0, 2.0, 4.0, 2.0, 2.0, 1.0, 1.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 2.0, 0.0, 0.0, 1.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.11522375792264938, -0.11190257966518402, -0.10858140140771866, -0.1052602231502533, -0.10193904489278793, -0.09861786663532257, -0.09529668837785721, -0.09197551012039185, -0.08865433931350708, -0.08533316105604172, -0.08201198279857635, -0.07869080454111099, -0.07536962628364563, -0.07204844802618027, -0.0687272697687149, -0.06540609151124954, -0.06208491325378418, -0.05876373499631882, -0.055442556738853455, -0.05212137848138809, -0.04880020022392273, -0.045479025691747665, -0.0421578474342823, -0.03883666917681694, -0.03551549091935158, -0.032194312661886215, -0.028873134404420853, -0.02555195800960064, -0.022230779752135277, -0.018909601494669914, -0.015588424168527126, -0.012267246842384338, -0.008946068584918976, -0.005624890793114901, -0.0023037130013108253, 0.00101746479049325, 0.004338642582297325, 0.0076598203741014, 0.010980998165905476, 0.014302175492048264, 0.017623353749513626, 0.02094453200697899, 0.02426571026444435, 0.027586886659264565, 0.030908064916729927, 0.03422924131155014, 0.0375504195690155, 0.040871597826480865, 0.04419277608394623, 0.04751395434141159, 0.05083513259887695, 0.054156310856342316, 0.05747748911380768, 0.06079866364598274, 0.0641198456287384, 0.06744102388620377, 0.07076220214366913, 0.0740833729505539, 0.07740455120801926, 0.08072572946548462, 0.08404690772294998, 0.08736808598041534, 0.0906892642378807, 0.09401044249534607, 0.09733162075281143]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [2.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 2.0, 1.0, 0.0, 0.0, 1.0, 0.0, 3.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 3.0, 0.0, 6.0, 1.0, 5.0, 8.0, 4.0, 10.0, 20.0, 20.0, 30.0, 43.0, 50.0, 9.0, 5.0, 3.0, 7.0, 2.0, 0.0, 3.0, 3.0, 1.0, 3.0, 3.0, 4.0, 3.0, 3.0, 5.0, 3.0, 3.0, 3.0, 4.0, 1.0, 0.0, 2.0, 0.0, 0.0, 1.0, 1.0], "bins": [-0.0903252512216568, -0.08789165318012238, -0.08545804768800735, -0.08302444964647293, -0.08059084415435791, -0.07815724611282349, -0.07572364807128906, -0.07329004257917404, -0.07085644453763962, -0.0684228464961052, -0.06598924100399017, -0.06355564296245575, -0.06112204119563103, -0.058688439428806305, -0.05625484138727188, -0.05382123962044716, -0.051387637853622437, -0.048954036086797714, -0.04652043431997299, -0.04408683627843857, -0.041653234511613846, -0.039219632744789124, -0.0367860347032547, -0.03435243293642998, -0.031918831169605255, -0.029485229402780533, -0.02705162949860096, -0.024618029594421387, -0.022184427827596664, -0.019750826060771942, -0.01731722615659237, -0.014883625321090221, -0.012450024485588074, -0.010016423650085926, -0.007582822814583778, -0.005149221979081631, -0.002715621143579483, -0.00028202030807733536, 0.0021515805274248123, 0.00458518136292696, 0.007018782198429108, 0.009452383033931255, 0.011885983869433403, 0.01431958470493555, 0.0167531855404377, 0.01918678730726242, 0.021620387211441994, 0.024053987115621567, 0.02648758888244629, 0.02892119064927101, 0.031354792416095734, 0.03378839045763016, 0.03622199222445488, 0.0386555939912796, 0.041089192032814026, 0.04352279379963875, 0.04595639556646347, 0.04838999733328819, 0.050823599100112915, 0.05325719714164734, 0.05569079890847206, 0.05812440067529678, 0.06055799871683121, 0.06299160420894623, 0.06542520225048065]}, "_runtime": 83.2683732509613, "_timestamp": 1596226511.0281274, "_step": 20} -{"val_accuracy": 0.812730450913242, "val_loss": 0.47913588358931347, "_runtime": 86.18038988113403, "_timestamp": 1596226513.940144, "_step": 21} -{"examples": {"width": 28, "height": 28, "format": "png", "count": 4, "_type": "images", "captions": ["Prediction: K Confidence: 0.263 Truth: v", "Prediction: 5 Confidence: 1.000 Truth: 5", "Prediction: 2 Confidence: 0.997 Truth: 2", "Prediction: 0 Confidence: 0.583 Truth: 0"]}, "_runtime": 86.46645760536194, "_timestamp": 1596226514.2262118, "_step": 22} -{"gradients/layers.10.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 2.0, 0.0, 1.0, 0.0, 1.0, 2.0, 2.0, 4.0, 2.0, 2.0, 0.0, 1.0, 0.0, 5.0, 5.0, 3.0, 3.0, 1.0, 1.0, 4.0, 1.0, 0.0, 2.0, 1.0, 1.0, 1.0, 3.0, 0.0, 2.0, 2.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.010639585554599762, -0.010296391323208809, -0.00995319802314043, -0.009610003791749477, -0.009266809560358524, -0.008923616260290146, -0.008580422028899193, -0.00823722779750824, -0.007894033566117287, -0.007550840266048908, -0.007207646034657955, -0.006864452268928289, -0.006521258503198624, -0.006178064271807671, -0.005834870506078005, -0.005491676274687052, -0.005148482508957386, -0.00480528874322772, -0.004462094511836767, -0.0041189007461071014, -0.003775706747546792, -0.0034325127489864826, -0.003089318983256817, -0.0027461249846965075, -0.002402930986136198, -0.0020597369875758886, -0.001716543105430901, -0.0013733492232859135, -0.001030155224725604, -0.0006869612843729556, -0.00034376734402030706, -5.734036676585674e-07, 0.00034262053668498993, 0.0006858144770376384, 0.001029008417390287, 0.0013722022995352745, 0.001715396298095584, 0.0020585902966558933, 0.002401784062385559, 0.0027449780609458685, 0.003088172059506178, 0.0034313660580664873, 0.0037745600566267967, 0.0041177538223564625, 0.004460947588086128, 0.004804141819477081, 0.005147335585206747, 0.0054905298165977, 0.005833723582327366, 0.006176917348057032, 0.006520111579447985, 0.0068633053451776505, 0.0072064995765686035, 0.007549693342298269, 0.007892887108027935, 0.008236081339418888, 0.008579274639487267, 0.00892246887087822, 0.009265663102269173, 0.009608857333660126, 0.009952050633728504, 0.010295244865119457, 0.01063843909651041, 0.010981632396578789, 0.011324826627969742]}, "gradients/layers.10.weight": {"_type": "histogram", "values": [2.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 1.0, 2.0, 2.0, 3.0, 8.0, 3.0, 11.0, 10.0, 12.0, 14.0, 12.0, 18.0, 23.0, 30.0, 27.0, 57.0, 54.0, 88.0, 102.0, 153.0, 205.0, 400.0, 5345.0, 538.0, 247.0, 156.0, 98.0, 72.0, 52.0, 38.0, 34.0, 22.0, 13.0, 22.0, 12.0, 8.0, 10.0, 7.0, 2.0, 6.0, 5.0, 0.0, 3.0, 2.0, 1.0, 2.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.11724811047315598, -0.11339382827281952, -0.10953955352306366, -0.1056852713227272, -0.10183098912239075, -0.09797671437263489, -0.09412243217229843, -0.09026815742254257, -0.08641387522220612, -0.08255959302186966, -0.0787053182721138, -0.07485103607177734, -0.07099676132202148, -0.06714247912168503, -0.06328819692134857, -0.059433918446302414, -0.055579639971256256, -0.0517253614962101, -0.04787108302116394, -0.044016800820827484, -0.040162522345781326, -0.03630824387073517, -0.03245396167039871, -0.028599683195352554, -0.024745404720306396, -0.02089112624526024, -0.01703684590756893, -0.013182566501200199, -0.009328287094831467, -0.005474007688462734, -0.0016197282820940018, 0.0022345511242747307, 0.006088830530643463, 0.009943109937012196, 0.013797389343380928, 0.017651669681072235, 0.021505948156118393, 0.02536022663116455, 0.029214506968855858, 0.033068787306547165, 0.03692306578159332, 0.04077734425663948, 0.04463162273168564, 0.048485904932022095, 0.05234018340706825, 0.05619446188211441, 0.06004874408245087, 0.06390301883220673, 0.06775730103254318, 0.07161158323287964, 0.0754658579826355, 0.07932014018297195, 0.08317442238330841, 0.08702869713306427, 0.09088297933340073, 0.09473725408315659, 0.09859153628349304, 0.1024458184838295, 0.10630009323358536, 0.11015437543392181, 0.11400865018367767, 0.11786293238401413, 0.12171721458435059, 0.12557148933410645, 0.1294257640838623]}, "gradients/layers.7.bias": {"_type": "histogram", "values": [1.0, 0.0, 1.0, 1.0, 0.0, 2.0, 0.0, 3.0, 0.0, 0.0, 0.0, 1.0, 1.0, 2.0, 3.0, 0.0, 0.0, 1.0, 4.0, 2.0, 0.0, 3.0, 2.0, 8.0, 1.0, 1.0, 5.0, 4.0, 2.0, 26.0, 1.0, 5.0, 3.0, 4.0, 6.0, 3.0, 4.0, 2.0, 1.0, 3.0, 0.0, 3.0, 3.0, 2.0, 2.0, 0.0, 1.0, 1.0, 3.0, 0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.0023312089033424854, -0.0022509554401040077, -0.00217070197686553, -0.0020904485136270523, -0.0020101950503885746, -0.001929941470734775, -0.0018496878910809755, -0.0017694344278424978, -0.0016891809646040201, -0.0016089275013655424, -0.0015286740381270647, -0.0014484204584732652, -0.0013681669952347875, -0.0012879135319963098, -0.0012076599523425102, -0.0011274064891040325, -0.0010471530258655548, -0.0009668995626270771, -0.0008866460411809385, -0.0008063925197347999, -0.0007261390564963222, -0.0006458855932578444, -0.0005656320718117058, -0.00048537857946939766, -0.0004051250871270895, -0.00032487159478478134, -0.0002446181024424732, -0.000164364610100165, -8.411111775785685e-05, -3.857625415548682e-06, 7.639586692675948e-05, 0.00015664935926906765, 0.0002369028516113758, 0.00031715634395368397, 0.00039740983629599214, 0.0004776633286383003, 0.0005579168209806085, 0.0006381702842190862, 0.0007184238056652248, 0.0007986773271113634, 0.0008789307903498411, 0.0009591842535883188, 0.0010394377168267965, 0.001119691296480596, 0.0011999447597190738, 0.0012801982229575515, 0.001360451802611351, 0.0014407052658498287, 0.0015209587290883064, 0.0016012121923267841, 0.0016814656555652618, 0.0017617192352190614, 0.001841972698457539, 0.0019222261616960168, 0.0020024797413498163, 0.002082733204588294, 0.0021629866678267717, 0.0022432401310652494, 0.002323493594303727, 0.002403747057542205, 0.0024840007536113262, 0.002564254216849804, 0.0026445076800882816, 0.0027247611433267593, 0.002805014606565237]}, "gradients/layers.7.weight": {"_type": "histogram", "values": [2.0, 8.0, 10.0, 16.0, 22.0, 19.0, 36.0, 55.0, 72.0, 93.0, 148.0, 208.0, 297.0, 405.0, 540.0, 789.0, 1249.0, 1901.0, 3284.0, 5667.0, 10766.0, 23131.0, 64784.0, 872609.0, 113733.0, 36245.0, 17364.0, 9510.0, 5572.0, 3500.0, 2373.0, 1572.0, 1093.0, 784.0, 499.0, 388.0, 258.0, 190.0, 135.0, 90.0, 54.0, 43.0, 35.0, 21.0, 21.0, 11.0, 12.0, 4.0, 4.0, 2.0, 6.0, 2.0, 3.0, 3.0, 4.0, 1.0, 0.0, 1.0, 2.0, 0.0, 0.0, 0.0, 1.0, 1.0], "bins": [-0.004650290589779615, -0.0044546290300786495, -0.004258967004716396, -0.0040633054450154305, -0.003867643652483821, -0.0036719818599522114, -0.0034763203002512455, -0.003280658507719636, -0.0030849967151880264, -0.002889334922656417, -0.0026936731301248074, -0.0024980115704238415, -0.002302349777892232, -0.0021066879853606224, -0.0019110263092443347, -0.001715364633128047, -0.0015197028405964375, -0.001324041048064828, -0.0011283793719485402, -0.0009327176376245916, -0.000737055903300643, -0.0005413941689766943, -0.0003457324346527457, -0.0001500707003287971, 4.559103399515152e-05, 0.00024125276831910014, 0.00043691450264304876, 0.0006325762369669974, 0.000828237971290946, 0.0010238997638225555, 0.0012195614399388433, 0.001415223116055131, 0.0016108849085867405, 0.00180654670111835, 0.0020022084936499596, 0.0021978700533509254, 0.002393531845882535, 0.0025891936384141445, 0.0027848551981151104, 0.00298051699064672, 0.0031761787831783295, 0.003371840575709939, 0.0035675023682415485, 0.0037631639279425144, 0.003958825953304768, 0.0041544875130057335, 0.004350149072706699, 0.0045458110980689526, 0.0047414726577699184, 0.004937134217470884, 0.0051327962428331375, 0.005328457802534103, 0.005524119362235069, 0.0057197813875973225, 0.005915442947298288, 0.0061111049726605415, 0.006306766532361507, 0.006502428092062473, 0.0066980901174247265, 0.006893751677125692, 0.0070894137024879456, 0.0072850752621889114, 0.007480736821889877, 0.0076763988472521305, 0.007872059941291809]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [2.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 2.0, 2.0, 3.0, 1.0, 0.0, 1.0, 2.0, 1.0, 5.0, 0.0, 2.0, 2.0, 8.0, 5.0, 1.0, 2.0, 3.0, 1.0, 3.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0], "bins": [-0.01636807806789875, -0.015704216435551643, -0.015040356665849686, -0.014376495033502579, -0.013712634332478046, -0.013048773631453514, -0.012384911999106407, -0.011721051298081875, -0.011057190597057343, -0.01039332989603281, -0.009729469195008278, -0.009065607562661171, -0.008401746861636639, -0.007737886160612106, -0.007074024993926287, -0.006410163827240467, -0.005746303126215935, -0.0050824424251914024, -0.004418581258505583, -0.003754720324650407, -0.003090859390795231, -0.002426998456940055, -0.001763137523084879, -0.001099276589229703, -0.000435415655374527, 0.000228445278480649, 0.000892306212335825, 0.001556167146191001, 0.002220028080046177, 0.002883889013901353, 0.003547749947756529, 0.0042116111144423485, 0.004875471815466881, 0.005539332516491413, 0.006203193683177233, 0.006867054849863052, 0.007530915550887585, 0.008194776251912117, 0.008858637884259224, 0.009522498585283756, 0.010186359286308289, 0.010850219987332821, 0.011514080688357353, 0.01217794232070446, 0.012841803021728992, 0.013505663722753525, 0.014169525355100632, 0.014833386056125164, 0.015497246757149696, 0.016161108389496803, 0.01682496815919876, 0.017488829791545868, 0.018152691423892975, 0.018816551193594933, 0.01948041282594204, 0.020144272595643997, 0.020808134227991104, 0.02147199586033821, 0.02213585563004017, 0.022799717262387276, 0.023463577032089233, 0.02412743866443634, 0.024791300296783447, 0.025455160066485405, 0.026119021698832512]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [1.0, 2.0, 3.0, 3.0, 2.0, 1.0, 2.0, 6.0, 5.0, 6.0, 7.0, 11.0, 9.0, 5.0, 14.0, 11.0, 20.0, 22.0, 42.0, 42.0, 64.0, 77.0, 126.0, 153.0, 249.0, 337.0, 481.0, 631.0, 930.0, 1554.0, 3187.0, 5980.0, 1440.0, 908.0, 575.0, 391.0, 268.0, 182.0, 153.0, 100.0, 65.0, 57.0, 50.0, 35.0, 30.0, 25.0, 30.0, 15.0, 18.0, 20.0, 13.0, 14.0, 16.0, 8.0, 9.0, 8.0, 7.0, 3.0, 2.0, 3.0, 0.0, 1.0, 1.0, 2.0], "bins": [-0.01103489100933075, -0.010679122991859913, -0.010323354974389076, -0.00996758695691824, -0.009611819870769978, -0.009256051853299141, -0.008900283835828304, -0.008544515818357468, -0.008188747800886631, -0.007832979783415794, -0.007477212231606245, -0.007121444214135408, -0.006765676662325859, -0.006409908644855022, -0.006054140627384186, -0.0056983730755746365, -0.0053426050581038, -0.004986837040632963, -0.004631069488823414, -0.004275301471352577, -0.003919533453881741, -0.0035637656692415476, -0.0032079978846013546, -0.002852229867130518, -0.002496462082490325, -0.002140694297850132, -0.0017849262803792953, -0.0014291584957391024, -0.0010733905946835876, -0.0007176226936280727, -0.00036185485078021884, -6.086978828534484e-06, 0.00034968089312314987, 0.0007054487941786647, 0.0010612166952341795, 0.0014169844798743725, 0.0017727523809298873, 0.002128520281985402, 0.002484288066625595, 0.0028400560840964317, 0.0031958238687366247, 0.0035515916533768177, 0.003907359670847654, 0.004263127688318491, 0.00461889524012804, 0.004974663257598877, 0.005330431275069714, 0.005686198826879263, 0.0060419668443500996, 0.006397734861820936, 0.0067535024136304855, 0.007109270431101322, 0.007465038448572159, 0.007820806466042995, 0.008176574483513832, 0.008532341569662094, 0.00888810958713293, 0.009243877604603767, 0.009599645622074604, 0.00995541363954544, 0.010311181657016277, 0.01066694874316454, 0.011022716760635376, 0.011378484778106213, 0.01173425279557705]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 2.0, 0.0, 2.0, 0.0, 1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 3.0, 0.0, 3.0, 0.0, 0.0, 4.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 2.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.09740468114614487, -0.09476292133331299, -0.09212115406990051, -0.08947938680648804, -0.08683762699365616, -0.08419586718082428, -0.0815540999174118, -0.07891233265399933, -0.07627057284116745, -0.07362881302833557, -0.0709870457649231, -0.06834527850151062, -0.06570351868867874, -0.06306175887584686, -0.06041999161243439, -0.05777822807431221, -0.05513646453619003, -0.052494700998067856, -0.04985293745994568, -0.0472111739218235, -0.044569410383701324, -0.04192764684557915, -0.03928588330745697, -0.03664411976933479, -0.034002356231212616, -0.03136059269309044, -0.02871882915496826, -0.026077065616846085, -0.023435302078723907, -0.02079353854060173, -0.018151775002479553, -0.015510011464357376, -0.012868247926235199, -0.010226484388113022, -0.007584720849990845, -0.004942957311868668, -0.0023011937737464905, 0.00034056976437568665, 0.0029823333024978638, 0.005624096840620041, 0.008265860378742218, 0.010907623916864395, 0.013549387454986572, 0.01619115099310875, 0.018832914531230927, 0.021474678069353104, 0.02411644160747528, 0.026758205145597458, 0.029399968683719635, 0.03204173222184181, 0.03468349575996399, 0.037325259298086166, 0.039967022836208344, 0.04260878637433052, 0.0452505499124527, 0.047892313450574875, 0.05053407698869705, 0.05317584052681923, 0.055817604064941406, 0.05845936760306358, 0.06110113114118576, 0.06374289095401764, 0.06638465821743011, 0.06902642548084259, 0.07166818529367447]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 2.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 2.0, 2.0, 2.0, 2.0, 3.0, 3.0, 10.0, 12.0, 22.0, 21.0, 22.0, 40.0, 21.0, 25.0, 12.0, 13.0, 17.0, 6.0, 9.0, 5.0, 7.0, 4.0, 5.0, 2.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 2.0, 0.0, 1.0, 0.0, 0.0, 0.0, 2.0], "bins": [-0.06629015505313873, -0.06446026265621185, -0.06263037025928497, -0.06080048158764839, -0.05897058919072151, -0.05714069679379463, -0.05531080812215805, -0.05348091572523117, -0.05165102332830429, -0.04982113465666771, -0.04799124225974083, -0.04616134986281395, -0.04433145746588707, -0.04250156879425049, -0.04067167639732361, -0.03884178400039673, -0.03701189160346985, -0.03518200293183327, -0.03335211053490639, -0.03152221813797951, -0.029692327603697777, -0.027862437069416046, -0.026032544672489166, -0.024202654138207436, -0.022372763603925705, -0.020542871206998825, -0.018712980672717094, -0.016883088275790215, -0.015053197741508484, -0.013223306275904179, -0.011393414810299873, -0.009563523344695568, -0.007733631879091263, -0.0059037404134869576, -0.004073848947882652, -0.0022439579479396343, -0.00041406648233532906, 0.0014158248668536544, 0.003245716216042638, 0.0050756074488162994, 0.006905498914420605, 0.00873539038002491, 0.010565281845629215, 0.01239517331123352, 0.014225063845515251, 0.01605495624244213, 0.01788484677672386, 0.01971473917365074, 0.021544629707932472, 0.023374520242214203, 0.025204412639141083, 0.027034303173422813, 0.028864195570349693, 0.030694086104631424, 0.032523978501558304, 0.034353870898485184, 0.036183759570121765, 0.038013651967048645, 0.039843544363975525, 0.041673433035612106, 0.043503325432538986, 0.045333217829465866, 0.047163110226392746, 0.04899299889802933, 0.05082289129495621]}, "_runtime": 92.70433497428894, "_timestamp": 1596226520.4640892, "_step": 23} -{"val_accuracy": 0.8163712899543379, "val_loss": 0.46858354518402656, "_runtime": 97.83840799331665, "_timestamp": 1596226525.5981622, "_step": 24} -{"examples": {"width": 28, "height": 28, "format": "png", "count": 4, "_type": "images", "captions": ["Prediction: V Confidence: 0.452 Truth: v", "Prediction: 5 Confidence: 1.000 Truth: 5", "Prediction: 2 Confidence: 0.998 Truth: 2", "Prediction: 0 Confidence: 0.580 Truth: 0"]}, "_runtime": 98.1261875629425, "_timestamp": 1596226525.8859417, "_step": 25} -{"gradients/layers.10.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 2.0, 2.0, 0.0, 1.0, 3.0, 2.0, 4.0, 1.0, 4.0, 3.0, 6.0, 6.0, 2.0, 1.0, 5.0, 3.0, 2.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0], "bins": [-0.01778576523065567, -0.017287926748394966, -0.016790088266134262, -0.016292249783873558, -0.015794411301612854, -0.015296573750674725, -0.01479873526841402, -0.014300896786153316, -0.013803058303892612, -0.013305219821631908, -0.012807381339371204, -0.0123095428571105, -0.011811705306172371, -0.011313866823911667, -0.010816028341650963, -0.010318189859390259, -0.009820351377129555, -0.00932251289486885, -0.008824674412608147, -0.008326835930347443, -0.007828997448086739, -0.007331159431487322, -0.006833321414887905, -0.006335482932627201, -0.005837644450366497, -0.005339805968105793, -0.004841967485845089, -0.004344129469245672, -0.003846290986984968, -0.003348452504724264, -0.0028506142552942038, -0.0023527760058641434, -0.0018549375236034393, -0.0013570991577580571, -0.0008592607919126749, -0.0003614224260672927, 0.00013641593977808952, 0.0006342543056234717, 0.001132092671468854, 0.0016299310373142362, 0.0021277694031596184, 0.0026256078854203224, 0.003123446134850383, 0.003621284384280443, 0.004119122866541147, 0.004616961348801851, 0.005114799365401268, 0.005612637847661972, 0.006110476329922676, 0.00660831481218338, 0.007106153294444084, 0.007603991311043501, 0.008101830258965492, 0.008599667809903622, 0.009097506292164326, 0.00959534477442503, 0.010093183256685734, 0.010591021738946438, 0.011088860221207142, 0.011586698703467846, 0.012084536254405975, 0.01258237473666668, 0.013080213218927383, 0.013578051701188087, 0.014075890183448792]}, "gradients/layers.10.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 2.0, 1.0, 2.0, 0.0, 1.0, 2.0, 1.0, 2.0, 2.0, 6.0, 3.0, 1.0, 4.0, 8.0, 7.0, 6.0, 9.0, 9.0, 24.0, 25.0, 35.0, 39.0, 66.0, 82.0, 126.0, 225.0, 490.0, 5610.0, 529.0, 185.0, 152.0, 64.0, 45.0, 36.0, 28.0, 22.0, 18.0, 12.0, 11.0, 9.0, 2.0, 8.0, 4.0, 2.0, 1.0, 5.0, 2.0, 4.0, 1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0], "bins": [-0.1752723604440689, -0.1696988195180893, -0.16412527859210968, -0.15855172276496887, -0.15297818183898926, -0.14740464091300964, -0.14183109998703003, -0.13625755906105042, -0.1306840181350708, -0.12511046230793, -0.11953692138195038, -0.11396338045597076, -0.10838983952999115, -0.10281629115343094, -0.09724275022745132, -0.09166920185089111, -0.0860956609249115, -0.08052211999893188, -0.07494857162237167, -0.06937503069639206, -0.06380148231983185, -0.058227941393852234, -0.05265440046787262, -0.04708085581660271, -0.041507311165332794, -0.03593376651406288, -0.030360223725438118, -0.024786680936813354, -0.019213136285543442, -0.013639592565596104, -0.008066048845648766, -0.0024925051257014275, 0.0030810385942459106, 0.008654582314193249, 0.014228126034140587, 0.01980166882276535, 0.025375213474035263, 0.030948758125305176, 0.03652229905128479, 0.0420958437025547, 0.047669388353824615, 0.05324293300509453, 0.05881647765636444, 0.06439001858234406, 0.06996355950832367, 0.07553710788488388, 0.0811106488108635, 0.0866841971874237, 0.09225773811340332, 0.09783127903938293, 0.10340482741594315, 0.10897836834192276, 0.11455191671848297, 0.12012545764446259, 0.1256989985704422, 0.13127253949642181, 0.13684609532356262, 0.14241963624954224, 0.14799317717552185, 0.15356671810150146, 0.15914025902748108, 0.1647137999534607, 0.1702873557806015, 0.17586089670658112, 0.18143443763256073]}, "gradients/layers.7.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0, 1.0, 4.0, 6.0, 3.0, 5.0, 6.0, 7.0, 7.0, 5.0, 4.0, 27.0, 2.0, 4.0, 7.0, 2.0, 3.0, 4.0, 1.0, 4.0, 1.0, 0.0, 0.0, 2.0, 3.0, 3.0, 2.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.003294368041679263, -0.0031855402048677206, -0.003076712368056178, -0.0029678845312446356, -0.002859056694433093, -0.0027502288576215506, -0.002641401020810008, -0.0025325731839984655, -0.0024237451143562794, -0.002314917277544737, -0.0022060894407331944, -0.002097261603921652, -0.0019884337671101093, -0.0018796059302985668, -0.0017707780934870243, -0.0016619502566754818, -0.0015531224198639393, -0.0014442945830523968, -0.0013354667462408543, -0.0012266389094293118, -0.0011178110726177692, -0.001008983119390905, -0.0009001552825793624, -0.0007913274457678199, -0.0006824996089562774, -0.0005736717721447349, -0.0004648439062293619, -0.0003560160403139889, -0.0002471882035024464, -0.00013836035213898867, -2.9532500775530934e-05, 7.92953505879268e-05, 0.00018812320195138454, 0.00029695103876292706, 0.0004057789046783, 0.000514606770593673, 0.0006234346074052155, 0.000732262444216758, 0.0008410903392359614, 0.000949918176047504, 0.0010587460128590465, 0.001167573849670589, 0.0012764016864821315, 0.001385229523293674, 0.0014940574765205383, 0.0016028853133320808, 0.0017117131501436234, 0.0018205409869551659, 0.0019293688237667084, 0.002038196660578251, 0.0021470244973897934, 0.002255852334201336, 0.0023646801710128784, 0.002473508007824421, 0.0025823358446359634, 0.002691163681447506, 0.0027999915182590485, 0.0029088195879012346, 0.003017647424712777, 0.0031264752615243196, 0.003235303098335862, 0.0033441309351474047, 0.003452958771958947, 0.0035617866087704897, 0.003670614445582032]}, "gradients/layers.7.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 5.0, 5.0, 8.0, 14.0, 17.0, 32.0, 53.0, 76.0, 111.0, 140.0, 250.0, 381.0, 563.0, 1019.0, 1541.0, 2716.0, 4690.0, 8333.0, 15602.0, 31656.0, 81341.0, 850286.0, 103193.0, 34697.0, 16131.0, 9082.0, 5602.0, 3582.0, 2398.0, 1716.0, 1269.0, 884.0, 666.0, 448.0, 323.0, 251.0, 155.0, 108.0, 95.0, 70.0, 38.0, 26.0, 20.0, 17.0, 10.0, 10.0, 6.0, 2.0, 1.0, 3.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.005229920614510775, -0.005053771659731865, -0.004877622704952955, -0.0047014737501740456, -0.004525324795395136, -0.004349175840616226, -0.0041730268858373165, -0.003996877931058407, -0.003820729209110141, -0.003644580254331231, -0.0034684312995523214, -0.0032922823447734118, -0.0031161336228251457, -0.002939984668046236, -0.0027638357132673264, -0.0025876867584884167, -0.002411537803709507, -0.0022353888489305973, -0.0020592398941516876, -0.0018830910557880998, -0.00170694210100919, -0.0015307931462302804, -0.0013546443078666925, -0.0011784953530877829, -0.0010023463983088732, -0.0008261974435299635, -0.0006500485469587147, -0.0004738996212836355, -0.00029775069560855627, -0.00012160176993347704, 5.454715574160218e-05, 0.0002306960814166814, 0.00040684500709176064, 0.0005829939618706703, 0.0007591428584419191, 0.0009352917550131679, 0.0011114407097920775, 0.0012875896645709872, 0.001463738502934575, 0.0016398874577134848, 0.0018160364124923944, 0.001992185367271304, 0.002168334322050214, 0.0023444832768291235, 0.0025206319987773895, 0.002696780953556299, 0.002872929908335209, 0.0030490788631141186, 0.0032252278178930283, 0.003401376772671938, 0.0035775257274508476, 0.0037536746822297573, 0.003929823637008667, 0.004105972591787577, 0.004282121546566486, 0.004458270501345396, 0.004634419456124306, 0.004810567945241928, 0.004986716900020838, 0.0051628658547997475, 0.005339014809578657, 0.005515163764357567, 0.0056913127191364765, 0.005867461673915386, 0.006043610628694296]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 2.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 3.0, 2.0, 0.0, 0.0, 2.0, 0.0, 3.0, 0.0, 1.0, 1.0, 3.0, 8.0, 2.0, 2.0, 0.0, 2.0, 1.0, 3.0, 0.0, 1.0, 4.0, 2.0, 4.0, 1.0, 0.0, 1.0, 0.0, 4.0, 1.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.012217284180223942, -0.011732897721230984, -0.011248511262238026, -0.010764124803245068, -0.010279737412929535, -0.009795350953936577, -0.009310964494943619, -0.00882657803595066, -0.008342191576957703, -0.007857805117964745, -0.0073734186589717865, -0.006889031734317541, -0.006404645275324583, -0.005920258816331625, -0.00543587189167738, -0.0049514854326844215, -0.0044670989736914635, -0.003982712514698505, -0.0034983258228749037, -0.003013939131051302, -0.002529552672058344, -0.002045166213065386, -0.001560779521241784, -0.0010763929458335042, -0.0005920063704252243, -0.00010761979501694441, 0.0003767667803913355, 0.0008611533557996154, 0.0013455399312078953, 0.0018299265066161752, 0.002314313082024455, 0.002798699773848057, 0.003283086232841015, 0.003767472691833973, 0.004251859150826931, 0.004736246075481176, 0.0052206325344741344, 0.0057050189934670925, 0.006189405918121338, 0.006673792377114296, 0.007158178836107254, 0.007642565295100212, 0.00812695175409317, 0.008611338213086128, 0.009095724672079086, 0.009580112062394619, 0.010064498521387577, 0.010548884980380535, 0.011033271439373493, 0.011517657898366451, 0.01200204435735941, 0.012486430816352367, 0.0129708182066679, 0.013455204665660858, 0.013939591124653816, 0.014423977583646774, 0.014908364042639732, 0.01539275050163269, 0.01587713696062565, 0.016361523419618607, 0.016845909878611565, 0.017330296337604523, 0.01781468279659748, 0.01829906925559044, 0.018783457577228546]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [1.0, 1.0, 8.0, 2.0, 5.0, 6.0, 9.0, 16.0, 11.0, 25.0, 38.0, 55.0, 64.0, 80.0, 127.0, 164.0, 192.0, 298.0, 422.0, 577.0, 808.0, 1301.0, 5544.0, 2460.0, 1468.0, 1047.0, 810.0, 565.0, 490.0, 396.0, 304.0, 226.0, 174.0, 135.0, 122.0, 90.0, 74.0, 73.0, 42.0, 38.0, 27.0, 33.0, 23.0, 19.0, 11.0, 10.0, 7.0, 8.0, 6.0, 3.0, 4.0, 3.0, 5.0, 0.0, 2.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.005956828594207764, -0.0056962864473462105, -0.005435744300484657, -0.005175202153623104, -0.004914660006761551, -0.004654118325561285, -0.004393576178699732, -0.004133034031838179, -0.0038724918849766254, -0.0036119497381150723, -0.003351407591253519, -0.0030908656772226095, -0.0028303235303610563, -0.002569781383499503, -0.0023092394694685936, -0.0020486973226070404, -0.0017881551757454872, -0.001527613028883934, -0.0012670709984377027, -0.0010065289679914713, -0.0007459868211299181, -0.0004854447324760258, -0.00022490264382213354, 3.563944483175874e-05, 0.000296181533485651, 0.0005567236221395433, 0.0008172657107934356, 0.001077807741239667, 0.0013383498881012201, 0.0015988920349627733, 0.0018594340654090047, 0.002119976095855236, 0.0023805182427167892, 0.0026410603895783424, 0.0029016025364398956, 0.003162144450470805, 0.0034226865973323584, 0.0036832287441939116, 0.003943770658224821, 0.004204312805086374, 0.0044648549519479275, 0.004725397098809481, 0.004985939245671034, 0.005246481392532587, 0.005507023073732853, 0.005767565220594406, 0.006028107367455959, 0.0062886495143175125, 0.006549191661179066, 0.006809733808040619, 0.007070275954902172, 0.007330818101763725, 0.0075913602486252785, 0.007851902395486832, 0.008112444542348385, 0.008372986689209938, 0.008633527904748917, 0.00889407005161047, 0.009154612198472023, 0.009415154345333576, 0.00967569649219513, 0.009936238639056683, 0.010196780785918236, 0.010457322932779789, 0.010717865079641342]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 3.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 3.0, 4.0, 1.0, 0.0, 0.0, 1.0, 2.0, 0.0, 0.0, 2.0, 0.0, 1.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 2.0], "bins": [-0.06700518727302551, -0.06560105085372925, -0.06419690698385239, -0.06279277056455612, -0.06138862669467926, -0.0599844865500927, -0.058580346405506134, -0.05717620626091957, -0.05577206611633301, -0.05436792969703674, -0.05296378955245018, -0.05155964940786362, -0.050155509263277054, -0.04875136911869049, -0.04734722897410393, -0.045943088829517365, -0.0445389486849308, -0.04313480854034424, -0.041730668395757675, -0.04032652825117111, -0.03892238810658455, -0.037518247961997986, -0.03611410781741142, -0.03470996767282486, -0.033305831253528595, -0.03190169110894203, -0.03049754910171032, -0.029093408957123756, -0.027689270675182343, -0.02628513053059578, -0.024880990386009216, -0.023476850241422653, -0.02207271009683609, -0.020668569952249527, -0.019264429807662964, -0.0178602896630764, -0.016456149518489838, -0.01505201030522585, -0.01364787109196186, -0.012243730947375298, -0.010839590802788734, -0.009435450658202171, -0.008031310513615608, -0.00662717130035162, -0.005223031155765057, -0.003818891244009137, -0.0024147513322532177, -0.0010106114204972982, 0.0003935284912586212, 0.0017976684030145407, 0.00320180831477046, 0.004605947993695736, 0.006010088138282299, 0.007414228282868862, 0.00881836749613285, 0.010222507640719414, 0.011626647785305977, 0.01303078792989254, 0.014434928074479103, 0.015839068219065666, 0.01724320650100708, 0.018647346645593643, 0.020051486790180206, 0.02145562693476677, 0.022859767079353333]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [3.0, 0.0, 4.0, 0.0, 2.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 4.0, 0.0, 0.0, 4.0, 2.0, 4.0, 5.0, 6.0, 5.0, 9.0, 7.0, 6.0, 12.0, 11.0, 7.0, 6.0, 7.0, 14.0, 13.0, 6.0, 18.0, 34.0, 12.0, 18.0, 12.0, 10.0, 8.0, 8.0, 5.0, 1.0, 2.0, 5.0, 3.0, 3.0, 1.0, 1.0, 0.0, 1.0, 2.0, 0.0, 2.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.032288674265146255, -0.0312952846288681, -0.03030189871788025, -0.029308509081602097, -0.028315121307969093, -0.02732173353433609, -0.026328343898057938, -0.025334956124424934, -0.02434156835079193, -0.023348180577158928, -0.022354792803525925, -0.021361403167247772, -0.02036801539361477, -0.019374627619981766, -0.018381237983703613, -0.01738785021007061, -0.016394462436437607, -0.015401074662804604, -0.014407685957849026, -0.013414297252893448, -0.012420909479260445, -0.011427521705627441, -0.010434133000671864, -0.009440744295716286, -0.008447356522083282, -0.007453968282788992, -0.006460580043494701, -0.005467191804200411, -0.00447380356490612, -0.0034804153256118298, -0.002487027086317539, -0.0014936388470232487, -0.0005002506077289581, 0.0004931376315653324, 0.001486525870859623, 0.0024799141101539135, 0.003473302349448204, 0.004466690588742495, 0.005460078828036785, 0.006453467067331076, 0.007446855306625366, 0.00844024308025837, 0.009433631785213947, 0.010427020490169525, 0.011420408263802528, 0.012413796037435532, 0.01340718474239111, 0.014400573447346687, 0.01539396122097969, 0.016387348994612694, 0.017380736768245697, 0.01837412640452385, 0.019367514178156853, 0.020360901951789856, 0.02135429158806801, 0.02234767936170101, 0.023341067135334015, 0.024334454908967018, 0.02532784268260002, 0.026321232318878174, 0.027314620092511177, 0.02830800786614418, 0.029301397502422333, 0.030294785276055336, 0.03128817304968834]}, "_runtime": 101.89142489433289, "_timestamp": 1596226529.651179, "_step": 26} -{"val_accuracy": 0.8194249429223746, "val_loss": 0.46437259256567587, "_runtime": 109.51695585250854, "_timestamp": 1596226537.27671, "_step": 27} -{"examples": {"width": 28, "height": 28, "format": "png", "count": 4, "_type": "images", "captions": ["Prediction: K Confidence: 0.344 Truth: v", "Prediction: 5 Confidence: 1.000 Truth: 5", "Prediction: 2 Confidence: 0.998 Truth: 2", "Prediction: 0 Confidence: 0.711 Truth: 0"]}, "_runtime": 109.81351280212402, "_timestamp": 1596226537.573267, "_step": 28} -{"gradients/layers.10.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 2.0, 3.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 1.0, 2.0, 1.0, 1.0, 1.0, 2.0, 0.0, 1.0, 0.0, 3.0, 2.0, 3.0, 2.0, 1.0, 4.0, 3.0, 4.0, 1.0, 2.0, 4.0, 0.0, 1.0, 0.0, 2.0, 0.0, 1.0, 0.0, 2.0, 2.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0], "bins": [-0.007796736434102058, -0.007518971338868141, -0.007241205777972937, -0.006963440682739019, -0.006685675121843815, -0.006407910026609898, -0.00613014493137598, -0.005852379370480776, -0.005574614275246859, -0.005296849180012941, -0.005019083619117737, -0.00474131852388382, -0.004463553428649902, -0.004185787867754698, -0.0039080227725207806, -0.0036302574444562197, -0.0033524921163916588, -0.003074726788327098, -0.002796961460262537, -0.0025191963650286198, -0.002241431036964059, -0.001963665708899498, -0.001685900497250259, -0.0014081352856010199, -0.001130369957536459, -0.000852604687679559, -0.000574839417822659, -0.00029707414796575904, -1.9308878108859062e-05, 0.0002584563917480409, 0.0005362216616049409, 0.0008139869314618409, 0.0010917522013187408, 0.0013695175293833017, 0.0016472827410325408, 0.0019250479526817799, 0.0022028132807463408, 0.0024805786088109016, 0.002758343704044819, 0.0030361090321093798, 0.0033138743601739407, 0.0035916396882385015, 0.0038694050163030624, 0.00414717011153698, 0.004424935206770897, 0.0047027007676661015, 0.004980465862900019, 0.005258231423795223, 0.0055359965190291405, 0.005813761614263058, 0.006091527175158262, 0.0063692922703921795, 0.006647057831287384, 0.006924822926521301, 0.0072025880217552185, 0.007480353582650423, 0.00775811867788434, 0.008035884238779545, 0.008313649334013462, 0.00859141442924738, 0.008869179524481297, 0.009146944619715214, 0.009424710646271706, 0.009702475741505623, 0.00998024083673954]}, "gradients/layers.10.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 2.0, 3.0, 0.0, 1.0, 2.0, 5.0, 2.0, 4.0, 9.0, 5.0, 8.0, 8.0, 13.0, 25.0, 20.0, 29.0, 44.0, 37.0, 47.0, 74.0, 114.0, 121.0, 177.0, 260.0, 604.0, 5159.0, 366.0, 213.0, 164.0, 103.0, 67.0, 56.0, 40.0, 32.0, 29.0, 12.0, 22.0, 15.0, 7.0, 8.0, 7.0, 4.0, 2.0, 3.0, 4.0, 1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 2.0, 0.0, 1.0], "bins": [-0.11173748224973679, -0.10855352133512497, -0.10536956042051315, -0.10218559950590134, -0.09900164604187012, -0.0958176851272583, -0.09263372421264648, -0.08944976329803467, -0.08626580238342285, -0.08308184146881104, -0.07989788055419922, -0.0767139196395874, -0.07352995872497559, -0.07034600526094437, -0.06716204434633255, -0.06397808343172073, -0.06079412251710892, -0.0576101616024971, -0.054426200687885284, -0.051242243498563766, -0.04805828258395195, -0.044874321669340134, -0.041690364480018616, -0.0385064035654068, -0.03532244265079498, -0.032138481736183167, -0.0289545226842165, -0.025770563632249832, -0.022586602717638016, -0.0194026418030262, -0.016218682751059532, -0.01303472276777029, -0.009850762784481049, -0.006666802801191807, -0.003482842817902565, -0.0002988828346133232, 0.0028850771486759186, 0.00606903713196516, 0.009252997115254402, 0.012436957098543644, 0.015620917081832886, 0.018804877996444702, 0.02198883704841137, 0.025172796100378036, 0.028356757014989853, 0.03154071792960167, 0.03472467511892319, 0.037908636033535004, 0.04109259694814682, 0.044276557862758636, 0.04746051877737045, 0.05064447596669197, 0.05382843688130379, 0.057012397795915604, 0.06019635498523712, 0.06338031589984894, 0.06656427681446075, 0.06974823772907257, 0.07293219864368439, 0.0761161595582962, 0.07930012047290802, 0.08248407393693924, 0.08566803485155106, 0.08885199576616287, 0.09203595668077469]}, "gradients/layers.7.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 3.0, 2.0, 2.0, 4.0, 1.0, 8.0, 3.0, 2.0, 6.0, 2.0, 5.0, 24.0, 6.0, 11.0, 2.0, 2.0, 5.0, 7.0, 3.0, 2.0, 3.0, 4.0, 1.0, 2.0, 2.0, 2.0, 1.0, 1.0, 2.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.003946749493479729, -0.0038192833308130503, -0.003691816935315728, -0.0035643507726490498, -0.0034368843771517277, -0.0033094182144850492, -0.003181952051818371, -0.0030544856563210487, -0.0029270194936543703, -0.002799553330987692, -0.00267208693549037, -0.0025446207728236914, -0.002417154610157013, -0.002289688214659691, -0.0021622220519930124, -0.0020347556564956903, -0.001907289493829012, -0.0017798232147470117, -0.0016523569356650114, -0.001524890772998333, -0.0013974244939163327, -0.0012699582148343325, -0.001142492052167654, -0.0010150257730856538, -0.0008875594940036535, -0.0007600932149216533, -0.0006326269940473139, -0.0005051607731729746, -0.00037769449409097433, -0.00025022824411280453, -0.00012276199413463473, 4.704255843535066e-06, 0.00013217050582170486, 0.00025963675579987466, 0.00038710300577804446, 0.0005145692266523838, 0.0006420355057343841, 0.0007695017848163843, 0.0008969680056907237, 0.001024434226565063, 0.0011519005056470633, 0.0012793667847290635, 0.0014068330638110638, 0.0015342992264777422, 0.0016617655055597425, 0.0017892317846417427, 0.0019166979473084211, 0.0020441643428057432, 0.0021716305054724216, 0.0022990966681391, 0.002426563063636422, 0.0025540292263031006, 0.0026814956218004227, 0.002808961784467101, 0.0029364279471337795, 0.0030638943426311016, 0.00319136050529778, 0.0033188266679644585, 0.0034462930634617805, 0.003573759226128459, 0.0037012253887951374, 0.0038286917842924595, 0.003956158179789782, 0.004083624109625816, 0.004211090505123138]}, "gradients/layers.7.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 3.0, 6.0, 3.0, 6.0, 7.0, 7.0, 15.0, 17.0, 33.0, 22.0, 56.0, 85.0, 126.0, 211.0, 304.0, 474.0, 777.0, 1293.0, 2052.0, 3499.0, 6762.0, 13576.0, 32212.0, 109129.0, 885016.0, 63997.0, 25014.0, 12702.0, 7683.0, 4820.0, 3020.0, 1939.0, 1405.0, 949.0, 678.0, 465.0, 364.0, 258.0, 168.0, 152.0, 93.0, 74.0, 42.0, 41.0, 25.0, 18.0, 14.0, 6.0, 10.0, 6.0, 4.0, 1.0, 1.0, 0.0, 2.0, 1.0], "bins": [-0.006046353839337826, -0.00585985416546464, -0.0056733544915914536, -0.00548685435205698, -0.005300354678183794, -0.005113855004310608, -0.0049273548647761345, -0.004740855190902948, -0.004554355517029762, -0.004367855843156576, -0.00418135616928339, -0.003994856029748917, -0.0038083563558757305, -0.0036218566820025444, -0.0034353567752987146, -0.003248856868594885, -0.0030623571947216988, -0.0028758575208485126, -0.002689357614144683, -0.002502857707440853, -0.002316358033567667, -0.002129858359694481, -0.0019433584529906511, -0.0017568586627021432, -0.0015703588724136353, -0.0013838590821251273, -0.0011973592918366194, -0.0010108595015481114, -0.0008243597112596035, -0.0006378599209710956, -0.0004513601306825876, -0.0002648603403940797, -7.836055010557175e-05, 0.00010813924018293619, 0.00029463903047144413, 0.00048113882075995207, 0.00066763861104846, 0.0008541384013369679, 0.0010406381916254759, 0.0012271379819139838, 0.0014136377722024918, 0.0016001375624909997, 0.0017866373527795076, 0.0019731372594833374, 0.0021596369333565235, 0.0023461366072297096, 0.0025326365139335394, 0.002719136420637369, 0.0029056360945105553, 0.0030921357683837414, 0.003278635675087571, 0.003465135581791401, 0.003651635255664587, 0.003838134929537773, 0.0040246350690722466, 0.004211134742945433, 0.004397634416818619, 0.004584134090691805, 0.004770633764564991, 0.004957133904099464, 0.0051436335779726505, 0.005330133251845837, 0.00551663339138031, 0.005703133065253496, 0.005889632739126682]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 2.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 2.0, 3.0, 3.0, 3.0, 2.0, 0.0, 6.0, 8.0, 4.0, 4.0, 3.0, 4.0, 1.0, 4.0, 1.0, 1.0, 1.0, 0.0, 2.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.019439417868852615, -0.018654245883226395, -0.017869073897600174, -0.017083901911973953, -0.016298729926347733, -0.015513557940721512, -0.014728385955095291, -0.01394321396946907, -0.01315804198384285, -0.012372870929539204, -0.011587698943912983, -0.010802526958286762, -0.010017354972660542, -0.00923218298703432, -0.0084470110014081, -0.007661839015781879, -0.006876667030155659, -0.006091495044529438, -0.005306323058903217, -0.004521151073276997, -0.0037359793204814196, -0.002950807334855199, -0.002165635582059622, -0.001380463596433401, -0.0005952916108071804, 0.00018988031661137938, 0.0009750522440299392, 0.001760224113240838, 0.0025453960988670588, 0.0033305680844932795, 0.0041157398372888565, 0.004900911822915077, 0.005686083808541298, 0.006471255794167519, 0.007256427779793739, 0.00804159976541996, 0.00882677175104618, 0.009611943736672401, 0.010397115722298622, 0.011182287707924843, 0.011967459693551064, 0.01275263074785471, 0.01353780273348093, 0.014322974719107151, 0.015108146704733372, 0.015893319621682167, 0.016678491607308388, 0.01746366359293461, 0.01824883371591568, 0.0190340057015419, 0.01981917768716812, 0.020604349672794342, 0.021389521658420563, 0.022174693644046783, 0.022959865629673004, 0.023745037615299225, 0.024530209600925446, 0.025315381586551666, 0.026100553572177887, 0.026885725557804108, 0.02767089754343033, 0.02845606952905655, 0.02924124151468277, 0.03002641350030899, 0.03081158548593521]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [2.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 2.0, 2.0, 0.0, 1.0, 0.0, 1.0, 2.0, 0.0, 8.0, 6.0, 14.0, 7.0, 17.0, 26.0, 36.0, 46.0, 44.0, 104.0, 124.0, 133.0, 216.0, 265.0, 400.0, 539.0, 849.0, 1361.0, 2774.0, 6938.0, 1687.0, 976.0, 591.0, 392.0, 245.0, 196.0, 122.0, 62.0, 55.0, 34.0, 22.0, 19.0, 13.0, 16.0, 12.0, 6.0, 9.0, 7.0, 12.0, 8.0, 12.0, 4.0, 5.0, 1.0, 2.0, 2.0, 1.0, 2.0], "bins": [-0.012334848754107952, -0.011983629316091537, -0.011632410809397697, -0.011281191371381283, -0.010929971933364868, -0.010578753426671028, -0.010227533988654613, -0.009876314550638199, -0.009525096043944359, -0.009173876605927944, -0.00882265716791153, -0.008471437729895115, -0.008120219223201275, -0.00776899978518486, -0.007417780812829733, -0.007066561374813318, -0.006715342402458191, -0.006364123430103064, -0.006012903992086649, -0.005661685019731522, -0.005310465581715107, -0.00495924660935998, -0.004608027637004852, -0.004256808198988438, -0.0039055892266333103, -0.0035543700214475393, -0.0032031508162617683, -0.002851931843906641, -0.00250071263872087, -0.002149493433535099, -0.0017982743447646499, -0.0014470552559942007, -0.0010958360508084297, -0.0007446169038303196, -0.00039339775685220957, -4.217860987409949e-05, 0.0003090405371040106, 0.0006602596840821207, 0.0010114788310602307, 0.00136269791983068, 0.0017139171250164509, 0.002065136330202222, 0.002416355535387993, 0.00276757450774312, 0.003118793712928891, 0.003470012918114662, 0.0038212318904697895, 0.004172451328486204, 0.0045236703008413315, 0.004874889273196459, 0.0052261087112128735, 0.005577327683568001, 0.0059285471215844154, 0.006279766093939543, 0.00663098506629467, 0.006982204504311085, 0.007333423476666212, 0.007684642449021339, 0.008035861887037754, 0.008387081325054169, 0.008738299831748009, 0.009089519269764423, 0.009440738707780838, 0.009791957214474678, 0.010143176652491093]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 2.0, 1.0, 0.0, 1.0, 2.0, 1.0, 1.0, 0.0, 1.0, 1.0, 2.0, 2.0, 1.0, 2.0, 0.0, 0.0, 2.0, 2.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 2.0], "bins": [-0.08347439020872116, -0.08105704933404922, -0.07863971590995789, -0.07622237503528595, -0.07380503416061401, -0.07138770073652267, -0.06897035986185074, -0.0665530264377594, -0.06413568556308746, -0.061718348413705826, -0.05930101126432419, -0.05688367038965225, -0.054466333240270615, -0.05204899609088898, -0.04963165521621704, -0.0472143180668354, -0.044796980917453766, -0.04237964376807213, -0.03996230661869049, -0.037544965744018555, -0.03512762859463692, -0.03271029144525528, -0.030292952433228493, -0.027875613421201706, -0.02545827627182007, -0.02304093912243843, -0.020623600110411644, -0.018206261098384857, -0.01578892394900322, -0.013371585868299007, -0.010954247787594795, -0.008536909706890583, -0.006119571626186371, -0.0037022335454821587, -0.0012848954647779465, 0.0011324426159262657, 0.003549780696630478, 0.00596711877733469, 0.008384456858038902, 0.010801794938743114, 0.013219133019447327, 0.015636470168828964, 0.01805380918085575, 0.020471148192882538, 0.022888485342264175, 0.025305822491645813, 0.0277231615036726, 0.030140500515699387, 0.032557837665081024, 0.03497517481446266, 0.0373925119638443, 0.039809852838516235, 0.04222718998789787, 0.04464452713727951, 0.04706186801195145, 0.049479205161333084, 0.05189654231071472, 0.05431387946009636, 0.056731216609478, 0.05914855748414993, 0.06156589463353157, 0.06398323178291321, 0.06640057265758514, 0.06881790608167648, 0.07123524695634842]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [2.0, 0.0, 0.0, 1.0, 3.0, 1.0, 3.0, 2.0, 1.0, 3.0, 2.0, 5.0, 2.0, 5.0, 5.0, 1.0, 3.0, 4.0, 7.0, 6.0, 8.0, 7.0, 6.0, 7.0, 15.0, 14.0, 37.0, 19.0, 13.0, 5.0, 10.0, 6.0, 9.0, 11.0, 10.0, 9.0, 7.0, 6.0, 5.0, 2.0, 4.0, 4.0, 1.0, 1.0, 0.0, 0.0, 2.0, 1.0, 2.0, 2.0, 2.0, 1.0, 2.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0], "bins": [-0.04165862873196602, -0.040088944137096405, -0.03851925954222679, -0.03694957494735718, -0.035379890352487564, -0.03381020575761795, -0.03224052116274834, -0.030670834705233574, -0.02910115011036396, -0.027531465515494347, -0.025961780920624733, -0.02439209632575512, -0.022822409868240356, -0.021252725273370743, -0.01968304067850113, -0.018113356083631516, -0.016543671488761902, -0.014973986893892288, -0.013404302299022675, -0.011834616772830486, -0.010264932177960873, -0.008695247583091259, -0.007125562522560358, -0.005555877462029457, -0.0039861928671598434, -0.002416508039459586, -0.0008468232117593288, 0.0007228616159409285, 0.0022925464436411858, 0.003862231271341443, 0.0054319160990417, 0.007001601159572601, 0.008571285754442215, 0.010140970349311829, 0.011710654944181442, 0.01328034047037363, 0.014850025065243244, 0.016419710591435432, 0.017989395186305046, 0.01955907978117466, 0.021128764376044273, 0.022698448970913887, 0.0242681335657835, 0.025837818160653114, 0.027407504618167877, 0.02897718921303749, 0.030546873807907104, 0.03211655840277672, 0.03368624299764633, 0.035255927592515945, 0.03682561218738556, 0.03839529678225517, 0.039964981377124786, 0.0415346659719944, 0.043104350566864014, 0.04467403516173363, 0.04624371975660324, 0.04781340807676315, 0.04938309267163277, 0.05095277726650238, 0.052522461861371994, 0.05409214645624161, 0.05566183105111122, 0.057231515645980835, 0.05880120024085045]}, "_runtime": 111.20522427558899, "_timestamp": 1596226538.9649785, "_step": 29} -{"gradients/layers.10.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 1.0, 0.0, 2.0, 0.0, 2.0, 1.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 1.0, 1.0, 3.0, 0.0, 1.0, 1.0, 1.0, 2.0, 0.0, 2.0, 5.0, 3.0, 2.0, 5.0, 1.0, 2.0, 2.0, 1.0, 4.0, 1.0, 2.0, 0.0, 0.0, 0.0, 2.0, 1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 2.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.008276015520095825, -0.00797838531434536, -0.007680755574256182, -0.007383125834167004, -0.007085495628416538, -0.00678786588832736, -0.006490235682576895, -0.006192605942487717, -0.005894975736737251, -0.005597345996648073, -0.005299716256558895, -0.00500208605080843, -0.004704456310719252, -0.004406826104968786, -0.004109196364879608, -0.0038115663919597864, -0.0035139364190399647, -0.003216306446120143, -0.002918676473200321, -0.0026210465002804995, -0.0023234165273606777, -0.0020257867872714996, -0.001728156814351678, -0.0014305268414318562, -0.0011328968685120344, -0.0008352668955922127, -0.0005376369808800519, -0.00024000703706406057, 5.7622906751930714e-05, 0.000355252850567922, 0.0006528827943839133, 0.0009505127090960741, 0.0012481426820158958, 0.0015457726549357176, 0.0018434026278555393, 0.002141032600775361, 0.002438662573695183, 0.002736292313784361, 0.0030339222867041826, 0.0033315522596240044, 0.003629182232543826, 0.003926812205463648, 0.004224441945552826, 0.004522072151303291, 0.004819701891392469, 0.005117332097142935, 0.005414961837232113, 0.005712592042982578, 0.006010221783071756, 0.0063078515231609344, 0.0066054817289114, 0.006903111469000578, 0.007200741674751043, 0.007498371414840221, 0.007796001620590687, 0.008093631826341152, 0.008391261100769043, 0.008688891306519508, 0.008986521512269974, 0.009284150786697865, 0.00958178099244833, 0.009879411198198795, 0.01017704140394926, 0.010474670678377151, 0.010772300884127617]}, "gradients/layers.10.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 3.0, 3.0, 3.0, 4.0, 4.0, 13.0, 12.0, 14.0, 24.0, 29.0, 37.0, 47.0, 75.0, 106.0, 150.0, 287.0, 537.0, 5486.0, 466.0, 210.0, 123.0, 96.0, 54.0, 32.0, 26.0, 24.0, 11.0, 9.0, 17.0, 7.0, 4.0, 5.0, 1.0, 4.0, 2.0, 1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.14332547783851624, -0.13826341927051544, -0.13320136070251465, -0.12813930213451385, -0.12307723611593246, -0.11801517754793167, -0.11295311897993088, -0.10789106041193008, -0.1028289943933487, -0.0977669358253479, -0.0927048772573471, -0.08764281868934631, -0.08258076012134552, -0.07751870155334473, -0.07245663553476334, -0.06739457696676254, -0.06233251839876175, -0.057270459830760956, -0.052208397537469864, -0.04714633896946907, -0.04208427667617798, -0.037022218108177185, -0.03196015954017639, -0.02689809910953045, -0.021836038678884506, -0.016773978248238564, -0.011711918748915195, -0.00664985878393054, -0.0015877988189458847, 0.0034742611460387707, 0.008536321111023426, 0.013598380610346794, 0.018660441040992737, 0.02372250147163868, 0.028784561902284622, 0.033846620470285416, 0.03890868276357651, 0.0439707413315773, 0.049032799899578094, 0.054094862192869186, 0.05915692076086998, 0.06421898305416107, 0.06928104162216187, 0.07434310019016266, 0.07940515875816345, 0.08446721732616425, 0.08952928334474564, 0.09459134191274643, 0.09965340048074722, 0.10471545904874802, 0.10977751761674881, 0.1148395836353302, 0.119901642203331, 0.12496370077133179, 0.13002575933933258, 0.13508781790733337, 0.14014987647533417, 0.14521193504333496, 0.15027399361133575, 0.15533606708049774, 0.16039812564849854, 0.16546018421649933, 0.17052224278450012, 0.17558430135250092, 0.1806463599205017]}, "gradients/layers.7.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 2.0, 0.0, 0.0, 3.0, 0.0, 1.0, 2.0, 2.0, 0.0, 4.0, 3.0, 3.0, 3.0, 2.0, 3.0, 5.0, 2.0, 2.0, 6.0, 4.0, 23.0, 5.0, 4.0, 7.0, 3.0, 6.0, 5.0, 3.0, 3.0, 3.0, 3.0, 0.0, 4.0, 1.0, 2.0, 1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.00389281939715147, -0.003766375593841076, -0.0036399317905306816, -0.0035134879872202873, -0.003387044183909893, -0.0032606003805994987, -0.0031341565772891045, -0.00300771277397871, -0.002881268970668316, -0.0027548254001885653, -0.002628381596878171, -0.0025019377935677767, -0.0023754939902573824, -0.002249050186946988, -0.002122606383636594, -0.0019961625803261995, -0.0018697187770158052, -0.001743274973705411, -0.0016168311703950167, -0.0014903873670846224, -0.001363943563774228, -0.0012374998768791556, -0.0011110560735687613, -0.000984612270258367, -0.0008581684669479728, -0.0007317246636375785, -0.0006052808603271842, -0.0004788371152244508, -0.00035239331191405654, -0.00022594952315557748, -9.950573439709842e-05, 2.6938054361380637e-05, 0.0001533818431198597, 0.000279825646430254, 0.0004062694206368178, 0.0005327131948433816, 0.0006591569981537759, 0.0007856008014641702, 0.0009120445465669036, 0.0010384883498772979, 0.0011649321531876922, 0.0012913759564980865, 0.0014178197598084807, 0.001544263563118875, 0.0016707072500139475, 0.0017971510533243418, 0.001923594856634736, 0.0020500386599451303, 0.0021764824632555246, 0.002302926266565919, 0.002429370069876313, 0.0025558138731867075, 0.002682257676497102, 0.002808701479807496, 0.0029351452831178904, 0.0030615890864282846, 0.0031880326569080353, 0.0033144764602184296, 0.003440920263528824, 0.003567364066839218, 0.0036938078701496124, 0.0038202516734600067, 0.003946695476770401, 0.004073139280080795, 0.00419958308339119]}, "gradients/layers.7.weight": {"_type": "histogram", "values": [2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 3.0, 3.0, 5.0, 4.0, 14.0, 14.0, 21.0, 29.0, 41.0, 53.0, 68.0, 108.0, 160.0, 208.0, 345.0, 483.0, 689.0, 1111.0, 1659.0, 2701.0, 4520.0, 7857.0, 14371.0, 29386.0, 74688.0, 855730.0, 104361.0, 36585.0, 18051.0, 9670.0, 5837.0, 3540.0, 2345.0, 1566.0, 1034.0, 701.0, 469.0, 364.0, 252.0, 174.0, 113.0, 89.0, 54.0, 49.0, 40.0, 24.0, 13.0, 9.0, 8.0, 6.0, 3.0, 4.0, 2.0, 1.0, 2.0, 1.0, 1.0, 1.0], "bins": [-0.006350148003548384, -0.0061498042196035385, -0.005949460435658693, -0.005749116651713848, -0.00554877333343029, -0.005348429549485445, -0.0051480857655406, -0.004947741981595755, -0.004747398197650909, -0.004547054413706064, -0.004346710629761219, -0.004146366845816374, -0.003946023061871529, -0.003745679510757327, -0.0035453359596431255, -0.0033449921756982803, -0.003144648391753435, -0.00294430460780859, -0.0027439608238637447, -0.002543617272749543, -0.002343273488804698, -0.002142929704859853, -0.0019425860373303294, -0.001742242369800806, -0.0015418985858559608, -0.0013415548019111156, -0.0011412111343815923, -0.000940867408644408, -0.0007405236829072237, -0.0005401799571700394, -0.00033983623143285513, -0.00013949250569567084, 6.085122004151344e-05, 0.00026119494577869773, 0.000461538671515882, 0.0006618823972530663, 0.0008622261229902506, 0.0010625699069350958, 0.0012629135744646192, 0.0014632572419941425, 0.0016636010259389877, 0.001863944809883833, 0.002064288593828678, 0.0022646321449428797, 0.002464975928887725, 0.00266531971283257, 0.0028656632639467716, 0.003066007047891617, 0.003266350831836462, 0.0034666946157813072, 0.0036670383997261524, 0.003867381950840354, 0.0040677255019545555, 0.004268069285899401, 0.004468413069844246, 0.004668756853789091, 0.004869100637733936, 0.0050694444216787815, 0.005269788205623627, 0.005470131989568472, 0.005670475773513317, 0.005870819091796875, 0.00607116287574172, 0.006271506659686565, 0.006471850443631411]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [1.0, 1.0, 0.0, 5.0, 4.0, 4.0, 6.0, 6.0, 6.0, 9.0, 4.0, 1.0, 4.0, 4.0, 1.0, 2.0, 1.0, 2.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.01934380829334259, -0.017261993139982224, -0.015180179849267006, -0.013098364695906639, -0.011016550473868847, -0.008934736251831055, -0.006852921564131975, -0.004771106876432896, -0.0026892926543951035, -0.0006074781995266676, 0.0014743362553417683, 0.003556150710210204, 0.00563796516507864, 0.007719779387116432, 0.009801594540476799, 0.011883408762514591, 0.013965222984552383, 0.01604703813791275, 0.018128851428627968, 0.020210666581988335, 0.022292479872703552, 0.02437429502606392, 0.026456110179424286, 0.028537923470139503, 0.03061973862349987, 0.03270155191421509, 0.034783367067575455, 0.03686518222093582, 0.03894699737429619, 0.041028812527656555, 0.043110623955726624, 0.04519243910908699, 0.04727425426244736, 0.049356069415807724, 0.05143788456916809, 0.05351969599723816, 0.055601511150598526, 0.05768332630395889, 0.05976514145731926, 0.061846956610679626, 0.0639287680387497, 0.06601058691740036, 0.06809239834547043, 0.0701742097735405, 0.07225602865219116, 0.07433784008026123, 0.0764196589589119, 0.07850147038698196, 0.08058328926563263, 0.0826651006937027, 0.08474691212177277, 0.08682873100042343, 0.0889105424284935, 0.09099236130714417, 0.09307417273521423, 0.0951559841632843, 0.09723780304193497, 0.09931961447000504, 0.1014014333486557, 0.10348324477672577, 0.10556505620479584, 0.1076468750834465, 0.10972868651151657, 0.11181050539016724, 0.1138923168182373]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [4.0, 6.0, 15.0, 22.0, 45.0, 65.0, 111.0, 164.0, 222.0, 320.0, 498.0, 820.0, 1498.0, 3102.0, 7408.0, 1626.0, 893.0, 505.0, 342.0, 198.0, 163.0, 96.0, 59.0, 48.0, 31.0, 23.0, 35.0, 20.0, 8.0, 5.0, 3.0, 3.0, 3.0, 5.0, 3.0, 0.0, 0.0, 0.0, 0.0, 3.0, 2.0, 3.0, 1.0, 0.0, 0.0, 0.0, 0.0, 2.0, 1.0, 5.0, 9.0, 9.0, 6.0, 5.0, 1.0, 5.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 6.0], "bins": [-0.009880601428449154, -0.009185426868498325, -0.008490251377224922, -0.007795076817274094, -0.007099901791661978, -0.006404726766049862, -0.005709552206099033, -0.0050143771804869175, -0.004319202154874802, -0.0036240271292626858, -0.0029288523364812136, -0.0022336775436997414, -0.0015385025180876255, -0.0008433276088908315, -0.00014815269969403744, 0.0005470222095027566, 0.0012421971186995506, 0.0019373720278963447, 0.0026325469370931387, 0.003327721729874611, 0.004022896755486727, 0.004718071781098843, 0.005413246341049671, 0.006108421366661787, 0.006803596392273903, 0.007498771417886019, 0.008193946443498135, 0.008889121003448963, 0.009584296494722366, 0.010279471054673195, 0.010974645614624023, 0.011669821105897427, 0.012364995665848255, 0.013060170225799084, 0.013755345717072487, 0.014450520277023315, 0.015145694836974144, 0.015840869396924973, 0.01653604581952095, 0.01723122037947178, 0.017926394939422607, 0.018621569499373436, 0.019316744059324265, 0.020011920481920242, 0.02070709504187107, 0.0214022696018219, 0.022097444161772728, 0.022792618721723557, 0.023487795144319534, 0.024182969704270363, 0.02487814426422119, 0.02557331882417202, 0.02626849338412285, 0.026963667944073677, 0.027658844366669655, 0.028354018926620483, 0.029049193486571312, 0.02974436804652214, 0.03043954260647297, 0.031134719029068947, 0.031829893589019775, 0.032525066286325455, 0.03322024270892143, 0.03391541913151741, 0.03461059182882309]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 1.0, 1.0, 2.0, 1.0, 0.0, 4.0, 2.0, 1.0, 2.0, 2.0, 0.0, 0.0, 0.0, 4.0, 1.0, 1.0, 0.0, 3.0], "bins": [-0.3231891095638275, -0.3169148862361908, -0.3106406331062317, -0.30436640977859497, -0.29809215664863586, -0.29181793332099915, -0.28554368019104004, -0.2792694568634033, -0.2729952037334442, -0.2667209804058075, -0.2604467272758484, -0.25417250394821167, -0.24789826571941376, -0.24162402749061584, -0.23534978926181793, -0.22907555103302002, -0.2228013277053833, -0.2165270894765854, -0.21025285124778748, -0.20397861301898956, -0.19770437479019165, -0.19143013656139374, -0.18515589833259583, -0.1788816601037979, -0.172607421875, -0.1663331836462021, -0.16005894541740417, -0.15378472208976746, -0.14751048386096954, -0.14123624563217163, -0.13496200740337372, -0.1286877691745758, -0.1224135309457779, -0.11613929271697998, -0.10986505448818207, -0.10359082370996475, -0.09731658548116684, -0.09104234725236893, -0.08476810902357101, -0.0784938707947731, -0.07221964001655579, -0.06594540178775787, -0.05967116355895996, -0.05339692533016205, -0.047122687101364136, -0.04084845259785652, -0.03457421436905861, -0.028299978002905846, -0.022025741636753082, -0.01575150527060032, -0.009477267973124981, -0.0032030311413109303, 0.0030712056905031204, 0.009345442056655884, 0.015619679354131222, 0.02189391665160656, 0.028168153017759323, 0.034442391246557236, 0.04071662575006485, 0.04699086397886276, 0.053265102207660675, 0.05953933671116829, 0.0658135712146759, 0.07208780944347382, 0.07836204767227173]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 2.0, 0.0, 0.0, 2.0, 2.0, 1.0, 1.0, 4.0, 2.0, 7.0, 5.0, 7.0, 6.0, 2.0, 7.0, 8.0, 12.0, 19.0, 43.0, 21.0, 33.0, 25.0, 17.0, 11.0, 6.0, 5.0, 3.0, 5.0, 4.0, 2.0, 3.0, 3.0, 3.0, 1.0, 4.0, 0.0, 0.0, 0.0, 1.0, 2.0], "bins": [-0.16414912045001984, -0.16026344895362854, -0.15637779235839844, -0.15249212086200714, -0.14860646426677704, -0.14472079277038574, -0.14083513617515564, -0.13694946467876434, -0.13306379318237305, -0.12917813658714294, -0.12529246509075165, -0.12140680849552155, -0.11752113699913025, -0.11363547295331955, -0.10974980890750885, -0.10586414486169815, -0.10197848081588745, -0.09809281677007675, -0.09420715272426605, -0.09032148867845535, -0.08643582463264465, -0.08255015313625336, -0.07866448909044266, -0.07477882504463196, -0.07089316099882126, -0.06700749695301056, -0.06312183290719986, -0.05923616513609886, -0.05535050109028816, -0.05146483704447746, -0.047579169273376465, -0.043693505227565765, -0.039807841181755066, -0.035922177135944366, -0.03203651309013367, -0.02815084531903267, -0.02426518127322197, -0.02037951722741127, -0.01649385131895542, -0.012608186341822147, -0.008722521364688873, -0.004836856387555599, -0.0009511914104223251, 0.002934473566710949, 0.006820138543844223, 0.010705803520977497, 0.014591468498110771, 0.01847713440656662, 0.02236279845237732, 0.02624846249818802, 0.030134128406643867, 0.034019794315099716, 0.037905458360910416, 0.041791122406721115, 0.04567679017782211, 0.04956245422363281, 0.05344811826944351, 0.05733378231525421, 0.06121944636106491, 0.06510511040687561, 0.0689907819032669, 0.0728764459490776, 0.0767621099948883, 0.080647774040699, 0.0845334380865097]}, "_runtime": 118.86406970024109, "_timestamp": 1596226546.623824, "_step": 30} -{"val_accuracy": 0.820011415525114, "val_loss": 0.4611613218370638, "_runtime": 121.17622947692871, "_timestamp": 1596226548.9359837, "_step": 31} -{"examples": {"width": 28, "height": 28, "format": "png", "count": 4, "_type": "images", "captions": ["Prediction: V Confidence: 0.366 Truth: v", "Prediction: 5 Confidence: 1.000 Truth: 5", "Prediction: 2 Confidence: 0.999 Truth: 2", "Prediction: 0 Confidence: 0.547 Truth: 0"]}, "_runtime": 121.46567249298096, "_timestamp": 1596226549.2254267, "_step": 32} -{"gradients/layers.10.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 2.0, 4.0, 5.0, 1.0, 0.0, 1.0, 3.0, 4.0, 6.0, 3.0, 0.0, 4.0, 3.0, 2.0, 2.0, 4.0, 0.0, 2.0, 1.0, 2.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.011026033200323582, -0.010624613612890244, -0.010223194025456905, -0.009821773506700993, -0.009420353919267654, -0.009018934331834316, -0.008617514744400978, -0.00821609515696764, -0.007814675569534302, -0.007413255516439676, -0.007011835463345051, -0.006610415875911713, -0.0062089962884783745, -0.005807576235383749, -0.005406156647950411, -0.005004736594855785, -0.004603317007422447, -0.004201897419989109, -0.0038004773668944836, -0.0033990577794611454, -0.0029976379591971636, -0.0025962181389331818, -0.0021947985514998436, -0.0017933787312358618, -0.00139195891097188, -0.0009905390907078981, -0.0005891193868592381, -0.00018769962480291724, 0.00021372013725340366, 0.0006151398993097246, 0.0010165596613660455, 0.0014179793652147055, 0.0018193991854786873, 0.002220819005742669, 0.002622238826006651, 0.003023658413439989, 0.003425078233703971, 0.0038264980539679527, 0.004227917641401291, 0.004629337694495916, 0.0050307572819292545, 0.005432176869362593, 0.005833596922457218, 0.006235016509890556, 0.0066364360973238945, 0.00703785615041852, 0.007439275737851858, 0.007840695790946484, 0.008242115378379822, 0.00864353496581316, 0.009044954553246498, 0.009446375072002411, 0.009847794659435749, 0.010249214246869087, 0.010650633834302425, 0.011052053421735764, 0.011453473940491676, 0.011854893527925014, 0.012256313115358353, 0.01265773270279169, 0.013059152290225029, 0.013460571877658367, 0.01386199239641428, 0.014263411983847618, 0.014664831571280956]}, "gradients/layers.10.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 2.0, 0.0, 0.0, 2.0, 4.0, 5.0, 5.0, 10.0, 12.0, 10.0, 12.0, 17.0, 26.0, 22.0, 38.0, 39.0, 54.0, 67.0, 118.0, 126.0, 167.0, 326.0, 4976.0, 984.0, 308.0, 183.0, 97.0, 75.0, 46.0, 41.0, 30.0, 28.0, 19.0, 22.0, 7.0, 8.0, 6.0, 7.0, 5.0, 4.0, 5.0, 2.0, 4.0, 2.0, 3.0, 2.0, 3.0, 2.0], "bins": [-0.1376124620437622, -0.13406255841255188, -0.13051266968250275, -0.1269627809524536, -0.12341287732124329, -0.11986298114061356, -0.11631308495998383, -0.1127631887793541, -0.10921329259872437, -0.10566339641809464, -0.1021135002374649, -0.09856360405683517, -0.09501370787620544, -0.09146381169557571, -0.08791391551494598, -0.08436401933431625, -0.08081412315368652, -0.0772642269730568, -0.07371433079242706, -0.07016443461179733, -0.0666145384311676, -0.06306464225053787, -0.05951474606990814, -0.05596484988927841, -0.05241495370864868, -0.04886505752801895, -0.04531516134738922, -0.04176526516675949, -0.03821536898612976, -0.03466547280550003, -0.0311155766248703, -0.02756568044424057, -0.02401578426361084, -0.02046588808298111, -0.01691599190235138, -0.01336609572172165, -0.009816199541091919, -0.006266303360462189, -0.0027164071798324585, 0.0008334890007972717, 0.004383385181427002, 0.007933281362056732, 0.011483177542686462, 0.015033073723316193, 0.018582969903945923, 0.022132866084575653, 0.025682762265205383, 0.029232658445835114, 0.032782554626464844, 0.036332450807094574, 0.039882346987724304, 0.043432243168354034, 0.046982139348983765, 0.050532035529613495, 0.054081931710243225, 0.057631827890872955, 0.061181724071502686, 0.06473162025213242, 0.06828151643276215, 0.07183141261339188, 0.0753813087940216, 0.07893120497465134, 0.08248110115528107, 0.0860309973359108, 0.08958089351654053]}, "gradients/layers.7.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 2.0, 2.0, 0.0, 1.0, 1.0, 1.0, 2.0, 3.0, 3.0, 3.0, 0.0, 5.0, 3.0, 2.0, 3.0, 5.0, 2.0, 8.0, 28.0, 7.0, 0.0, 7.0, 3.0, 8.0, 2.0, 3.0, 1.0, 1.0, 3.0, 2.0, 0.0, 2.0, 2.0, 1.0, 1.0, 1.0, 2.0, 1.0], "bins": [-0.004642495885491371, -0.004539242014288902, -0.004435988608747721, -0.004332734737545252, -0.00422948133200407, -0.004126227460801601, -0.00402297405526042, -0.003919720184057951, -0.0038164667785167694, -0.0037132129073143005, -0.0036099592689424753, -0.00350670563057065, -0.003403451992198825, -0.0033001983538269997, -0.0031969447154551744, -0.0030936910770833492, -0.002990437438711524, -0.002887183800339699, -0.0027839301619678736, -0.0026806765235960484, -0.002577422885224223, -0.002474169246852398, -0.0023709156084805727, -0.0022676619701087475, -0.0021644080989062786, -0.0020611544605344534, -0.001957900822162628, -0.0018546473002061248, -0.0017513935454189777, -0.0016481399070471525, -0.0015448862686753273, -0.001441632630303502, -0.0013383789919316769, -0.0012351253535598516, -0.0011318717151880264, -0.0010286180768162012, -0.0009253643802367151, -0.0008221107418648899, -0.0007188570452854037, -0.0006156034069135785, -0.0005123497685417533, -0.0004090961301699281, -0.0003058424626942724, -0.00020258880977053195, -9.93351568467915e-05, 3.918496076948941e-06, 0.00010717214900068939, 0.00021042580192442983, 0.0003136794548481703, 0.0004169330932199955, 0.0005201867315918207, 0.0006234404281713068, 0.0007266940665431321, 0.0008299477049149573, 0.0009332014014944434, 0.0010364550398662686, 0.0011397086782380939, 0.001242962316609919, 0.0013462159549817443, 0.0014494695933535695, 0.0015527233481407166, 0.0016559769865125418, 0.001759230624884367, 0.0018624842632561922, 0.0019657379016280174]}, "gradients/layers.7.weight": {"_type": "histogram", "values": [1.0, 4.0, 1.0, 1.0, 3.0, 6.0, 6.0, 10.0, 12.0, 7.0, 15.0, 19.0, 25.0, 35.0, 46.0, 71.0, 75.0, 117.0, 157.0, 215.0, 300.0, 462.0, 668.0, 872.0, 1455.0, 2293.0, 3754.0, 6262.0, 11330.0, 22449.0, 53041.0, 250246.0, 738459.0, 43159.0, 19261.0, 10139.0, 5554.0, 3317.0, 2034.0, 1259.0, 829.0, 547.0, 393.0, 219.0, 161.0, 120.0, 70.0, 53.0, 33.0, 24.0, 16.0, 12.0, 9.0, 4.0, 9.0, 3.0, 2.0, 0.0, 0.0, 0.0, 1.0, 0.0, 2.0, 1.0], "bins": [-0.006678273435682058, -0.006469778250902891, -0.006261283066123724, -0.0060527874156832695, -0.005844292230904102, -0.005635797046124935, -0.005427301861345768, -0.005218806676566601, -0.005010311491787434, -0.004801815841346979, -0.004593320656567812, -0.004384825471788645, -0.004176330287009478, -0.0039678351022303104, -0.0037593396846204996, -0.0035508442670106888, -0.0033423490822315216, -0.0031338538974523544, -0.0029253584798425436, -0.0027168632950633764, -0.0025083678774535656, -0.0022998726926743984, -0.0020913775078952312, -0.0018828822067007422, -0.0016743869055062532, -0.0014658916043117642, -0.0012573963031172752, -0.001048901118338108, -0.0008404058171436191, -0.0006319105159491301, -0.00042341527296230197, -0.00021492000087164342, -6.4247287809848785e-06, 0.00020207054330967367, 0.0004105658154003322, 0.0006190610583871603, 0.0008275563595816493, 0.0010360516607761383, 0.0012445468455553055, 0.0014530421467497945, 0.0016615374479442835, 0.0018700327491387725, 0.0020785280503332615, 0.0022870232351124287, 0.002495518419891596, 0.0027040138375014067, 0.002912509022280574, 0.0031210044398903847, 0.003329499624669552, 0.003537994809448719, 0.00374649022705853, 0.003954985644668341, 0.004163480829447508, 0.004371976014226675, 0.004580471199005842, 0.004788966383785009, 0.004997462034225464, 0.005205957219004631, 0.005414452403783798, 0.005622947588562965, 0.005831442773342133, 0.0060399379581213, 0.006248433608561754, 0.006456928793340921, 0.006665423978120089]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [1.0, 2.0, 0.0, 1.0, 0.0, 1.0, 2.0, 0.0, 3.0, 0.0, 2.0, 1.0, 2.0, 1.0, 1.0, 5.0, 2.0, 4.0, 11.0, 1.0, 3.0, 4.0, 2.0, 1.0, 3.0, 2.0, 1.0, 0.0, 1.0, 2.0, 2.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.015528500080108643, -0.01467717345803976, -0.013825846835970879, -0.012974521145224571, -0.01212319452315569, -0.011271867901086807, -0.010420541279017925, -0.009569214656949043, -0.008717888966202736, -0.007866562344133854, -0.007015235722064972, -0.00616390909999609, -0.005312582477927208, -0.004461256321519613, -0.0036099296994507313, -0.002758603310212493, -0.0019072769209742546, -0.0010559505317360163, -0.0002046240260824561, 0.0006467024213634431, 0.0014980288688093424, 0.0023493552580475807, 0.0032006818801164627, 0.004052008036524057, 0.004903334658592939, 0.005754661280661821, 0.006605987437069416, 0.007457314059138298, 0.00830864068120718, 0.009159967303276062, 0.01001129299402237, 0.010862619616091251, 0.011713946238160133, 0.012565272860229015, 0.013416599482297897, 0.014267925173044205, 0.015119251795113087, 0.01597057841718197, 0.016821904107928276, 0.017673231661319733, 0.01852455735206604, 0.019375884905457497, 0.020227210596203804, 0.02107853628695011, 0.021929863840341568, 0.022781189531087875, 0.023632517084479332, 0.02448384277522564, 0.025335170328617096, 0.026186496019363403, 0.02703782171010971, 0.027889149263501167, 0.028740474954247475, 0.02959180250763893, 0.03044312819838524, 0.031294453889131546, 0.03214577957987785, 0.03299710899591446, 0.03384843468666077, 0.034699760377407074, 0.03555108606815338, 0.03640241175889969, 0.037253741174936295, 0.0381050668656826, 0.03895639255642891]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [2.0, 4.0, 4.0, 3.0, 5.0, 3.0, 4.0, 5.0, 13.0, 13.0, 12.0, 14.0, 31.0, 38.0, 57.0, 85.0, 62.0, 98.0, 133.0, 196.0, 271.0, 333.0, 416.0, 619.0, 887.0, 1344.0, 2128.0, 6191.0, 1792.0, 1085.0, 715.0, 480.0, 350.0, 230.0, 168.0, 123.0, 107.0, 80.0, 62.0, 40.0, 32.0, 19.0, 18.0, 7.0, 16.0, 28.0, 12.0, 8.0, 4.0, 8.0, 9.0, 15.0, 15.0, 9.0, 7.0, 8.0, 3.0, 1.0, 3.0, 2.0, 0.0, 2.0, 2.0, 1.0], "bins": [-0.00946268904954195, -0.009115533903241158, -0.008768378756940365, -0.008421223610639572, -0.00807406846433878, -0.0077269128523766994, -0.007379757706075907, -0.007032602559775114, -0.006685447413474321, -0.006338292267173529, -0.005991137120872736, -0.005643981974571943, -0.005296826362609863, -0.004949671216309071, -0.004602516070008278, -0.004255360923707485, -0.0039082057774066925, -0.0035610506311059, -0.003213895484805107, -0.0028667401056736708, -0.002519584959372878, -0.0021724298130720854, -0.0018252745503559709, -0.0014781192876398563, -0.0011309641413390636, -0.00078380893683061, -0.00043665373232215643, -8.949852781370282e-05, 0.0002576566766947508, 0.0006048118812032044, 0.000951967085711658, 0.0012991223484277725, 0.0016462774947285652, 0.001993432641029358, 0.0023405877873301506, 0.002687743166461587, 0.0030348983127623796, 0.0033820534590631723, 0.0037292088381946087, 0.004076363984495401, 0.004423519130796194, 0.004770674277096987, 0.0051178294233977795, 0.005464984569698572, 0.005812140181660652, 0.006159295327961445, 0.0065064504742622375, 0.00685360562056303, 0.007200760766863823, 0.007547915913164616, 0.007895071059465408, 0.008242226205766201, 0.008589381352066994, 0.008936536498367786, 0.009283691644668579, 0.009630846790969372, 0.009978001937270164, 0.010325158014893532, 0.010672313161194324, 0.011019468307495117, 0.01136662345379591, 0.011713778600096703, 0.012060933746397495, 0.012408088892698288, 0.01275524403899908]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 1.0, 2.0, 0.0, 0.0, 1.0, 3.0, 3.0, 4.0, 2.0, 1.0, 1.0, 1.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.155096173286438, -0.15045592188835144, -0.1458156704902649, -0.14117540419101715, -0.1365351527929306, -0.13189490139484406, -0.1272546499967575, -0.12261439114809036, -0.11797413975000381, -0.11333388835191727, -0.10869362950325012, -0.10405337810516357, -0.09941312670707703, -0.09477286785840988, -0.09013261646032333, -0.08549235761165619, -0.08085210621356964, -0.0762118548154831, -0.07157159596681595, -0.0669313445687294, -0.062291089445352554, -0.05765083432197571, -0.05301058292388916, -0.048370327800512314, -0.04373007267713547, -0.03908981755375862, -0.034449562430381775, -0.029809311032295227, -0.02516905590891838, -0.020528800785541534, -0.015888547524809837, -0.011248293332755566, -0.006608039140701294, -0.0019677849486470222, 0.0026724692434072495, 0.007312723435461521, 0.011952977627515793, 0.01659323275089264, 0.021233486011624336, 0.025873739272356033, 0.03051399439573288, 0.035154249519109726, 0.03979450464248657, 0.04443475604057312, 0.049075011163949966, 0.05371526628732681, 0.05835551768541336, 0.0629957765340805, 0.06763602793216705, 0.0722762793302536, 0.07691653817892075, 0.0815567895770073, 0.08619704842567444, 0.09083729982376099, 0.09547755122184753, 0.10011781007051468, 0.10475806146860123, 0.10939831286668777, 0.11403857171535492, 0.11867882311344147, 0.12331907451152802, 0.12795932590961456, 0.1325995922088623, 0.13723984360694885, 0.1418800950050354]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [1.0, 1.0, 2.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 2.0, 2.0, 3.0, 0.0, 7.0, 2.0, 3.0, 6.0, 5.0, 12.0, 8.0, 6.0, 25.0, 57.0, 31.0, 25.0, 22.0, 17.0, 13.0, 6.0, 2.0, 5.0, 2.0, 2.0, 0.0, 2.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 2.0, 1.0, 0.0, 0.0, 0.0, 0.0, 3.0], "bins": [-0.1266312599182129, -0.12270352989435196, -0.11877579987049103, -0.1148480698466301, -0.11092033982276917, -0.10699260234832764, -0.1030648723244667, -0.09913714230060577, -0.09520941227674484, -0.09128168225288391, -0.08735395222902298, -0.08342622220516205, -0.07949848473072052, -0.07557075470685959, -0.07164302468299866, -0.06771529465913773, -0.0637875646352768, -0.05985983461141586, -0.05593210458755493, -0.0520043708384037, -0.04807664081454277, -0.04414891079068184, -0.04022117704153061, -0.03629344701766968, -0.032365716993808746, -0.028437986969947815, -0.024510255083441734, -0.020582523196935654, -0.016654793173074722, -0.012727062217891216, -0.00879933126270771, -0.004871600307524204, -0.0009438693523406982, 0.0029838616028428078, 0.006911592558026314, 0.01083932351320982, 0.014767054468393326, 0.018694784492254257, 0.022622516378760338, 0.02655024826526642, 0.03047797828912735, 0.03440570831298828, 0.03833343833684921, 0.04226117208600044, 0.046188902109861374, 0.050116632133722305, 0.054044365882873535, 0.05797209590673447, 0.0618998259305954, 0.06582755595445633, 0.06975528597831726, 0.07368301600217819, 0.07761074602603912, 0.08153848350048065, 0.08546621352434158, 0.08939394354820251, 0.09332167357206345, 0.09724940359592438, 0.10117713361978531, 0.10510486364364624, 0.10903260111808777, 0.1129603311419487, 0.11688806116580963, 0.12081579118967056, 0.1247435212135315]}, "_runtime": 128.05378031730652, "_timestamp": 1596226555.8135345, "_step": 33} -{"val_accuracy": 0.8214540525114156, "val_loss": 0.4584907624003005, "_runtime": 132.82772517204285, "_timestamp": 1596226560.5874794, "_step": 34} -{"examples": {"width": 28, "height": 28, "format": "png", "count": 4, "_type": "images", "captions": ["Prediction: V Confidence: 0.464 Truth: v", "Prediction: 5 Confidence: 1.000 Truth: 5", "Prediction: 2 Confidence: 0.999 Truth: 2", "Prediction: 0 Confidence: 0.607 Truth: 0"]}, "_runtime": 133.12162375450134, "_timestamp": 1596226560.881378, "_step": 35} -{"gradients/layers.10.bias": {"_type": "histogram", "values": [1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0, 2.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 2.0, 2.0, 2.0, 1.0, 0.0, 1.0, 2.0, 6.0, 1.0, 2.0, 4.0, 5.0, 3.0, 1.0, 1.0, 2.0, 1.0, 0.0, 1.0, 0.0, 1.0, 2.0, 2.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 2.0, 0.0, 0.0, 1.0], "bins": [-0.007719553075730801, -0.007480345666408539, -0.007241138722747564, -0.0070019313134253025, -0.006762724369764328, -0.006523516960442066, -0.006284310016781092, -0.00604510260745883, -0.005805895663797855, -0.005566688254475594, -0.005327481310814619, -0.005088273901492357, -0.004849066957831383, -0.004609859548509121, -0.0043706526048481464, -0.004131445195525885, -0.0038922380190342665, -0.0036530308425426483, -0.00341382366605103, -0.003174616489559412, -0.002935409313067794, -0.0026962021365761757, -0.0024569949600845575, -0.0022177877835929394, -0.0019785803742706776, -0.0017393733141943812, -0.001500166137702763, -0.001260958961211145, -0.001021751668304205, -0.0007825445500202477, -0.0005433373153209686, -0.00030413013882935047, -6.492296233773232e-05, 0.00017428422870580107, 0.00041349141974933445, 0.0006526986253447831, 0.0008919058018364012, 0.0011311130365356803, 0.0013703202130272985, 0.0016095273895189166, 0.0018487345660105348, 0.0020879418589174747, 0.002327149035409093, 0.002566356211900711, 0.002805563388392329, 0.0030447705648839474, 0.0032839777413755655, 0.0035231849178671837, 0.003762392094358802, 0.00400159927085042, 0.004240806680172682, 0.004480013623833656, 0.004719221033155918, 0.004958427976816893, 0.0051976353861391544, 0.005436842329800129, 0.005676049739122391, 0.005915256682783365, 0.006154464092105627, 0.0063936710357666016, 0.006632878445088863, 0.006872085388749838, 0.0071112927980721, 0.007350499741733074, 0.007589707151055336]}, "gradients/layers.10.weight": {"_type": "histogram", "values": [2.0, 1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 2.0, 4.0, 1.0, 5.0, 2.0, 8.0, 8.0, 5.0, 12.0, 16.0, 20.0, 13.0, 24.0, 32.0, 41.0, 29.0, 60.0, 76.0, 111.0, 144.0, 183.0, 287.0, 4933.0, 961.0, 309.0, 159.0, 107.0, 77.0, 72.0, 50.0, 29.0, 36.0, 20.0, 17.0, 12.0, 13.0, 13.0, 7.0, 6.0, 4.0, 2.0, 3.0, 1.0, 3.0, 2.0, 3.0, 2.0, 0.0, 0.0, 1.0, 0.0, 0.0, 2.0, 1.0, 0.0, 2.0], "bins": [-0.09691010415554047, -0.0937606543302536, -0.09061121195554733, -0.08746176213026047, -0.0843123197555542, -0.08116286993026733, -0.07801342755556107, -0.0748639777302742, -0.07171453535556793, -0.06856508553028107, -0.0654156357049942, -0.06226619333028793, -0.05911674350500107, -0.0559672974050045, -0.052817851305007935, -0.04966840520501137, -0.0465189591050148, -0.043369513005018234, -0.04022006690502167, -0.0370706208050251, -0.033921174705028534, -0.030771726742386818, -0.027622278779745102, -0.024472832679748535, -0.02132338657975197, -0.0181739404797554, -0.01502449344843626, -0.011875046417117119, -0.008725600317120552, -0.005576153751462698, -0.002426707185804844, 0.0007227393798530102, 0.0038721859455108643, 0.007021632511168718, 0.010171079076826572, 0.013320526108145714, 0.01646997220814228, 0.019619418308138847, 0.022768866270780563, 0.02591831237077713, 0.029067758470773697, 0.032217204570770264, 0.03536665067076683, 0.0385160967707634, 0.04166554659605026, 0.04481499269604683, 0.047964438796043396, 0.05111388489603996, 0.05426333099603653, 0.057412777096033096, 0.06056222319602966, 0.06371167302131653, 0.0668611153960228, 0.07001056522130966, 0.07316000759601593, 0.0763094574213028, 0.07945890724658966, 0.08260834962129593, 0.0857577994465828, 0.08890724182128906, 0.09205669164657593, 0.0952061340212822, 0.09835558384656906, 0.10150502622127533, 0.1046544760465622]}, "gradients/layers.7.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 2.0, 2.0, 1.0, 1.0, 2.0, 4.0, 3.0, 2.0, 1.0, 2.0, 4.0, 2.0, 1.0, 1.0, 7.0, 6.0, 25.0, 8.0, 2.0, 3.0, 5.0, 7.0, 2.0, 4.0, 3.0, 3.0, 3.0, 2.0, 2.0, 1.0, 2.0, 1.0, 1.0, 1.0, 0.0, 0.0, 2.0, 0.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.0031449119560420513, -0.0030537813436239958, -0.0029626507312059402, -0.0028715201187878847, -0.002780389506369829, -0.0026892588939517736, -0.002598128281533718, -0.0025069976691156626, -0.002415867056697607, -0.0023247364442795515, -0.002233605831861496, -0.0021424752194434404, -0.002051344607025385, -0.0019602139946073294, -0.0018690833821892738, -0.0017779527697712183, -0.0016868221573531628, -0.0015956915449351072, -0.0015045609325170517, -0.0014134303200989962, -0.0013222997076809406, -0.001231169095262885, -0.0011400384828448296, -0.001048907870426774, -0.0009577772580087185, -0.000866646645590663, -0.0007755160331726074, -0.0006843854207545519, -0.0005932548083364964, -0.0005021241959184408, -0.0004109935835003853, -0.00031986297108232975, -0.00022873235866427422, -0.00013760174624621868, -4.647113382816315e-05, 4.465947858989239e-05, 0.00013579009100794792, 0.00022692070342600346, 0.000318051315844059, 0.0004091819282621145, 0.0005003125406801701, 0.0005914431530982256, 0.0006825737655162811, 0.0007737043779343367, 0.0008648349903523922, 0.0009559656027704477, 0.0010470962151885033, 0.0011382268276065588, 0.0012293574400246143, 0.0013204880524426699, 0.0014116186648607254, 0.001502749277278781, 0.0015938798896968365, 0.001685010502114892, 0.0017761411145329475, 0.001867271726951003, 0.0019584023393690586, 0.002049532951787114, 0.0021406635642051697, 0.002231794176623225, 0.0023229247890412807, 0.0024140554014593363, 0.002505186013877392, 0.0025963166262954473, 0.002687447238713503]}, "gradients/layers.7.weight": {"_type": "histogram", "values": [2.0, 5.0, 5.0, 8.0, 10.0, 13.0, 9.0, 37.0, 43.0, 78.0, 75.0, 147.0, 221.0, 336.0, 469.0, 831.0, 1296.0, 2157.0, 3797.0, 7115.0, 13771.0, 30165.0, 85230.0, 860798.0, 94510.0, 33768.0, 16862.0, 9443.0, 5772.0, 3794.0, 2545.0, 1800.0, 1198.0, 871.0, 672.0, 475.0, 332.0, 237.0, 191.0, 129.0, 98.0, 85.0, 53.0, 52.0, 32.0, 23.0, 25.0, 17.0, 17.0, 6.0, 4.0, 3.0, 5.0, 3.0, 3.0, 1.0, 1.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0], "bins": [-0.004365609027445316, -0.004180987365543842, -0.003996366169303656, -0.0038117445074021816, -0.0036271230783313513, -0.0034425014164298773, -0.003257879987359047, -0.0030732585582882166, -0.0028886371292173862, -0.0027040154673159122, -0.002519394038245082, -0.0023347726091742516, -0.0021501509472727776, -0.001965529518201947, -0.001780907972715795, -0.0015962865436449647, -0.0014116649981588125, -0.0012270434526726604, -0.00104242202360183, -0.0008578004781156778, -0.0006731789908371866, -0.0004885575035586953, -0.0003039359871763736, -0.00011931448534596711, 6.530701648443937e-05, 0.00024992850376293063, 0.00043455002014525235, 0.0006191715365275741, 0.0008037930238060653, 0.0009884145110845566, 0.0011730360565707088, 0.001357657485641539, 0.0015422790311276913, 0.0017269005766138434, 0.0019115220056846738, 0.002096143551170826, 0.0022807649802416563, 0.0024653866421431303, 0.0026500080712139606, 0.002834629500284791, 0.0030192509293556213, 0.0032038725912570953, 0.0033884940203279257, 0.003573115449398756, 0.00375773711130023, 0.003942358773201704, 0.004126979969441891, 0.004311601631343365, 0.004496223293244839, 0.004680844489485025, 0.004865466151386499, 0.005050087347626686, 0.00523470900952816, 0.005419330671429634, 0.005603951867669821, 0.005788573529571295, 0.005973195191472769, 0.0061578163877129555, 0.0063424380496144295, 0.0065270597115159035, 0.00671168090775609, 0.006896302569657564, 0.007080924231559038, 0.007265545427799225, 0.007450167089700699]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 2.0, 1.0, 2.0, 4.0, 9.0, 5.0, 4.0, 12.0, 4.0, 4.0, 2.0, 4.0, 2.0, 1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0], "bins": [-0.0836656466126442, -0.08202770352363586, -0.08038976788520813, -0.0787518247961998, -0.07711388915777206, -0.07547594606876373, -0.073838010430336, -0.07220006734132767, -0.07056212425231934, -0.0689241886138916, -0.06728624552488327, -0.06564830988645554, -0.0640103667974472, -0.06237242743372917, -0.06073448807001114, -0.059096548706293106, -0.05745860934257507, -0.05582066997885704, -0.05418273061513901, -0.052544791251420975, -0.05090685188770294, -0.04926890879869461, -0.04763096943497658, -0.045993030071258545, -0.04435509070754051, -0.04271715134382248, -0.041079211980104446, -0.039441272616386414, -0.03780332952737808, -0.03616539016366005, -0.03452745079994202, -0.032889511436223984, -0.03125157207250595, -0.029613632708787918, -0.027975693345069885, -0.026337752118706703, -0.02469981275498867, -0.023061873391270638, -0.021423932164907455, -0.019785992801189423, -0.01814805343747139, -0.016510114073753357, -0.01487217377871275, -0.013234233483672142, -0.01159629411995411, -0.009958354756236076, -0.008320414461195469, -0.006682474631816149, -0.005044534802436829, -0.0034065949730575085, -0.0017686551436781883, -0.00013071531429886818, 0.001507224515080452, 0.003145164344459772, 0.004783104173839092, 0.006421044003218412, 0.008058983832597733, 0.009696923196315765, 0.011334863491356373, 0.01297280378639698, 0.014610743150115013, 0.016248682513833046, 0.017886623740196228, 0.01952456310391426, 0.021162502467632294]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [9.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 7.0, 4.0, 19.0, 16.0, 5.0, 1.0, 0.0, 0.0, 0.0, 2.0, 12.0, 15.0, 10.0, 12.0, 3.0, 1.0, 0.0, 8.0, 8.0, 10.0, 4.0, 6.0, 12.0, 19.0, 26.0, 37.0, 34.0, 50.0, 116.0, 154.0, 230.0, 415.0, 673.0, 1235.0, 2503.0, 7838.0, 2203.0, 1009.0, 555.0, 356.0, 233.0, 145.0, 132.0, 100.0, 67.0, 46.0, 23.0, 17.0, 17.0, 15.0, 6.0, 3.0, 1.0, 2.0, 4.0, 2.0], "bins": [-0.025885574519634247, -0.02529137209057808, -0.02469716966152191, -0.024102969095110893, -0.023508766666054726, -0.022914564236998558, -0.02232036367058754, -0.021726161241531372, -0.021131958812475204, -0.020537756383419037, -0.01994355395436287, -0.01934935338795185, -0.018755150958895683, -0.018160948529839516, -0.017566747963428497, -0.01697254553437233, -0.016378343105316162, -0.015784140676259995, -0.015189939178526402, -0.014595737680792809, -0.014001535251736641, -0.013407332822680473, -0.01281313132494688, -0.012218929827213287, -0.01162472739815712, -0.011030524969100952, -0.01043632347136736, -0.009842121973633766, -0.009247919544577599, -0.008653717115521431, -0.008059515617787838, -0.007465313654392958, -0.006871111690998077, -0.006276909727603197, -0.005682707764208317, -0.0050885058008134365, -0.004494303837418556, -0.003900101874023676, -0.0033058999106287956, -0.0027116979472339153, -0.002117495983839035, -0.0015232940204441547, -0.0009290920570492744, -0.00033489009365439415, 0.00025931186974048615, 0.0008535138331353664, 0.0014477157965302467, 0.002041917759925127, 0.0026361197233200073, 0.0032303216867148876, 0.003824523650109768, 0.004418725613504648, 0.0050129275768995285, 0.005607129540294409, 0.006201331503689289, 0.006795533467084169, 0.00738973543047905, 0.007983937859535217, 0.00857813935726881, 0.009172340855002403, 0.00976654328405857, 0.010360745713114738, 0.010954947210848331, 0.011549148708581924, 0.012143351137638092]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 2.0, 2.0, 1.0, 0.0, 2.0, 1.0, 2.0, 1.0, 2.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.08279436081647873, -0.07819489389657974, -0.07359542697668076, -0.06899596005678177, -0.06439649313688278, -0.059797029942274094, -0.05519756302237511, -0.05059809610247612, -0.04599862918257713, -0.041399162262678146, -0.03679969534277916, -0.03220022842288017, -0.027600763365626335, -0.02300129644572735, -0.01840183138847351, -0.013802364468574524, -0.009202897548675537, -0.004603431094437838, -3.964640200138092e-06, 0.004595501814037561, 0.009194968268275261, 0.013794435188174248, 0.018393900245428085, 0.022993367165327072, 0.02759283408522606, 0.032192301005125046, 0.03679176792502403, 0.04139123484492302, 0.04599069803953171, 0.050590164959430695, 0.05518963187932968, 0.05978909879922867, 0.06438856571912766, 0.06898803263902664, 0.07358749955892563, 0.07818696647882462, 0.0827864333987236, 0.08738590031862259, 0.09198536723852158, 0.09658483415842056, 0.10118429362773895, 0.10578376054763794, 0.11038322746753693, 0.11498269438743591, 0.1195821613073349, 0.12418162822723389, 0.12878109514713287, 0.13338056206703186, 0.13798002898693085, 0.14257949590682983, 0.14717896282672882, 0.1517784297466278, 0.1563778966665268, 0.16097736358642578, 0.16557683050632477, 0.17017629742622375, 0.17477576434612274, 0.17937523126602173, 0.18397469818592072, 0.1885741651058197, 0.1931736320257187, 0.19777309894561768, 0.20237256586551666, 0.20697203278541565, 0.21157148480415344]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [2.0, 0.0, 1.0, 0.0, 0.0, 1.0, 3.0, 0.0, 3.0, 2.0, 3.0, 2.0, 4.0, 2.0, 1.0, 1.0, 0.0, 1.0, 3.0, 3.0, 3.0, 3.0, 8.0, 2.0, 6.0, 10.0, 9.0, 10.0, 14.0, 28.0, 18.0, 36.0, 16.0, 14.0, 15.0, 13.0, 6.0, 7.0, 5.0, 4.0, 2.0, 4.0, 2.0, 1.0, 4.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0, 1.0, 2.0, 2.0, 0.0, 0.0, 1.0, 1.0, 2.0, 0.0, 2.0], "bins": [-0.06700921803712845, -0.06487423926591873, -0.06273925304412842, -0.0606042742729187, -0.058469295501708984, -0.05633431673049927, -0.05419933423399925, -0.05206435173749924, -0.04992937296628952, -0.0477943941950798, -0.04565941169857979, -0.04352442920207977, -0.041389450430870056, -0.03925447165966034, -0.037119489163160324, -0.03498450666666031, -0.03284952789545059, -0.030714547261595726, -0.02857956662774086, -0.026444585993885994, -0.024309605360031128, -0.022174624726176262, -0.020039644092321396, -0.01790466345846653, -0.015769682824611664, -0.013634702190756798, -0.011499721556901932, -0.009364740923047066, -0.0072297602891922, -0.005094779655337334, -0.0029597990214824677, -0.0008248183876276016, 0.0013101622462272644, 0.0034451428800821304, 0.0055801235139369965, 0.0077151041477918625, 0.009850084781646729, 0.011985065415501595, 0.01412004604935646, 0.016255026683211327, 0.018390007317066193, 0.02052498795092106, 0.022659968584775925, 0.02479494921863079, 0.026929929852485657, 0.029064910486340523, 0.03119989112019539, 0.033334873616695404, 0.03546985238790512, 0.03760483115911484, 0.03973981365561485, 0.04187479615211487, 0.044009774923324585, 0.0461447536945343, 0.04827973619103432, 0.05041471868753433, 0.05254969745874405, 0.054684676229953766, 0.05681965872645378, 0.058954641222953796, 0.06108961999416351, 0.06322459876537323, 0.06535957753658295, 0.06749456375837326, 0.06962954252958298]}, "_runtime": 137.331796169281, "_timestamp": 1596226565.0915504, "_step": 36} -{"val_accuracy": 0.8221939212328766, "val_loss": 0.45593338388286225, "_runtime": 144.515460729599, "_timestamp": 1596226572.275215, "_step": 37} -{"examples": {"width": 28, "height": 28, "format": "png", "count": 4, "_type": "images", "captions": ["Prediction: V Confidence: 0.338 Truth: v", "Prediction: 5 Confidence: 1.000 Truth: 5", "Prediction: 2 Confidence: 0.999 Truth: 2", "Prediction: 0 Confidence: 0.597 Truth: 0"]}, "_runtime": 144.80302119255066, "_timestamp": 1596226572.5627754, "_step": 38} -{"gradients/layers.10.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 2.0, 0.0, 1.0, 0.0, 2.0, 0.0, 0.0, 1.0, 2.0, 1.0, 0.0, 2.0, 0.0, 1.0, 0.0, 1.0, 1.0, 2.0, 2.0, 1.0, 2.0, 6.0, 4.0, 3.0, 3.0, 0.0, 3.0, 0.0, 1.0, 1.0, 2.0, 0.0, 0.0, 3.0, 2.0, 0.0, 1.0, 1.0, 2.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.00662270886823535, -0.006418417673557997, -0.006214126478880644, -0.006009835284203291, -0.005805544089525938, -0.005601252894848585, -0.005396961700171232, -0.005192670505493879, -0.004988378845155239, -0.004784087650477886, -0.004579796455800533, -0.00437550526112318, -0.0041712140664458275, -0.003966922871768475, -0.0037626316770911217, -0.0035583404824137688, -0.003354049287736416, -0.003149758093059063, -0.00294546689838171, -0.002741175703704357, -0.0025368845090270042, -0.0023325930815190077, -0.0021283018868416548, -0.0019240106921643019, -0.001719719497486949, -0.001515428302809596, -0.0013111371081322432, -0.0011068457970395684, -0.0009025546023622155, -0.0006982634076848626, -0.0004939721547998488, -0.00028968093101866543, -8.538970723748207e-05, 0.00011890151654370129, 0.00032319274032488465, 0.0005274839932098985, 0.0007317751878872514, 0.0009360663825646043, 0.001140357693657279, 0.001344648888334632, 0.0015489400830119848, 0.0017532312776893377, 0.0019575224723666906, 0.0021618136670440435, 0.00236610509455204, 0.002570396289229393, 0.002774687483906746, 0.002978978678584099, 0.0031832698732614517, 0.0033875610679388046, 0.0035918522626161575, 0.0037961434572935104, 0.004000434651970863, 0.004204725846648216, 0.004409017041325569, 0.004613308236002922, 0.004817599430680275, 0.005021891091018915, 0.005226182285696268, 0.005430473480373621, 0.005634764675050974, 0.005839055869728327, 0.00604334706440568, 0.006247638259083033, 0.0064519294537603855]}, "gradients/layers.10.weight": {"_type": "histogram", "values": [1.0, 1.0, 1.0, 0.0, 0.0, 2.0, 0.0, 1.0, 0.0, 2.0, 0.0, 4.0, 3.0, 5.0, 5.0, 5.0, 7.0, 8.0, 13.0, 13.0, 13.0, 17.0, 18.0, 25.0, 30.0, 38.0, 55.0, 71.0, 84.0, 118.0, 179.0, 276.0, 4831.0, 1153.0, 294.0, 180.0, 118.0, 93.0, 51.0, 39.0, 33.0, 28.0, 19.0, 14.0, 22.0, 6.0, 8.0, 12.0, 11.0, 9.0, 2.0, 2.0, 5.0, 2.0, 2.0, 3.0, 2.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0], "bins": [-0.09404654800891876, -0.09118666499853134, -0.08832678198814392, -0.0854668915271759, -0.08260700851678848, -0.07974712550640106, -0.07688724249601364, -0.07402735948562622, -0.0711674690246582, -0.06830758601427078, -0.06544770300388336, -0.06258781999349594, -0.05972793698310852, -0.0568680502474308, -0.05400816723704338, -0.05114828050136566, -0.04828839749097824, -0.04542851448059082, -0.0425686277449131, -0.03970874473452568, -0.03684885799884796, -0.03398897498846054, -0.03112909197807312, -0.02826920710504055, -0.02540932223200798, -0.02254943735897541, -0.01968955248594284, -0.01682966947555542, -0.01396978460252285, -0.01110989972949028, -0.008250015787780285, -0.005390131380409002, -0.0025302469730377197, 0.00032963743433356285, 0.0031895218417048454, 0.006049406249076128, 0.00890929065644741, 0.01176917552947998, 0.014629059471189976, 0.01748894341289997, 0.02034882828593254, 0.02320871315896511, 0.02606859803199768, 0.0289284810423851, 0.03178836405277252, 0.03464825078845024, 0.03750813379883766, 0.04036802053451538, 0.0432279035449028, 0.04608778655529022, 0.04894767329096794, 0.05180755630135536, 0.05466744303703308, 0.0575273260474205, 0.06038720905780792, 0.06324709206819534, 0.06610697507858276, 0.06896686553955078, 0.0718267485499382, 0.07468663156032562, 0.07754651457071304, 0.08040639758110046, 0.08326628804206848, 0.0861261710524559, 0.08898605406284332]}, "gradients/layers.7.bias": {"_type": "histogram", "values": [1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 2.0, 1.0, 3.0, 0.0, 0.0, 1.0, 2.0, 0.0, 1.0, 2.0, 3.0, 2.0, 3.0, 1.0, 4.0, 1.0, 2.0, 6.0, 12.0, 6.0, 6.0, 27.0, 2.0, 6.0, 2.0, 2.0, 3.0, 5.0, 4.0, 1.0, 2.0, 1.0, 0.0, 3.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.0025243533309549093, -0.00243176007643342, -0.002339166821911931, -0.002246573567390442, -0.0021539803128689528, -0.0020613870583474636, -0.0019687938038259745, -0.0018762006657198071, -0.001783607411198318, -0.0016910141566768289, -0.0015984209021553397, -0.0015058276476338506, -0.0014132345095276833, -0.0013206412550061941, -0.001228048000484705, -0.0011354547459632158, -0.0010428614914417267, -0.0009502682369202375, -0.0008576749823987484, -0.0007650817860849202, -0.000672488531563431, -0.0005798952770419419, -0.0004873020516242832, -0.0003947088262066245, -0.00030211557168513536, -0.00020952233171556145, -0.00011692909174598753, -2.433585177641362e-05, 6.82573881931603e-05, 0.0001608506281627342, 0.0002534438681323081, 0.0003460370935499668, 0.00043863034807145596, 0.0005312236025929451, 0.0006238168571144342, 0.0007164100534282625, 0.0008090033079497516, 0.0009015965624712408, 0.000994189758785069, 0.0010867830133065581, 0.0011793762678280473, 0.0012719695223495364, 0.0013645627768710256, 0.0014571560313925147, 0.001549749169498682, 0.0016423424240201712, 0.0017349356785416603, 0.0018275289330631495, 0.0019201221875846386, 0.0020127154421061277, 0.002105308696627617, 0.002197901951149106, 0.002290495205670595, 0.0023830884601920843, 0.0024756817147135735, 0.0025682749692350626, 0.0026608682237565517, 0.0027534612454473972, 0.0028460544999688864, 0.0029386477544903755, 0.0030312410090118647, 0.003123834263533354, 0.003216427518054843, 0.003309020772576332, 0.0034016140270978212]}, "gradients/layers.7.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 3.0, 1.0, 2.0, 4.0, 7.0, 12.0, 16.0, 28.0, 34.0, 47.0, 87.0, 126.0, 175.0, 286.0, 431.0, 706.0, 1144.0, 2070.0, 3918.0, 8678.0, 24849.0, 100992.0, 935262.0, 65071.0, 19192.0, 7576.0, 3699.0, 1987.0, 1152.0, 679.0, 407.0, 284.0, 223.0, 148.0, 106.0, 71.0, 46.0, 36.0, 33.0, 16.0, 7.0, 6.0, 6.0, 5.0, 4.0, 4.0, 0.0, 2.0, 0.0, 1.0, 0.0, 3.0, 1.0, 2.0], "bins": [-0.00765423197299242, -0.007418486755341291, -0.007182741072028875, -0.006946995854377747, -0.006711250636726618, -0.006475504953414202, -0.006239759735763073, -0.006004014518111944, -0.005768268834799528, -0.005532523617148399, -0.005296778399497271, -0.0050610327161848545, -0.004825287498533726, -0.004589542280882597, -0.004353796597570181, -0.004118051379919052, -0.0038823059294372797, -0.0036465604789555073, -0.0034108152613043785, -0.003175069810822606, -0.0029393243603408337, -0.002703579142689705, -0.0024678336922079325, -0.00223208824172616, -0.0019963430240750313, -0.0017605975735932589, -0.0015248521231114864, -0.0012891067890450358, -0.0010533614549785852, -0.0008176160044968128, -0.0005818706704303622, -0.0003461252781562507, -0.0001103798858821392, 0.00012536549184005708, 0.00036111086956225336, 0.0005968562327325344, 0.0008326016250066459, 0.0010683470172807574, 0.001304092351347208, 0.0015398378018289804, 0.001775583135895431, 0.0020113284699618816, 0.002247073920443654, 0.0024828193709254265, 0.0027185645885765553, 0.0029543100390583277, 0.0031900554895401, 0.003425800707191229, 0.0036615461576730013, 0.0038972916081547737, 0.0041330368258059025, 0.0043687825091183186, 0.004604527726769447, 0.004840272944420576, 0.005076018627732992, 0.005311763845384121, 0.00554750906303525, 0.005783254746347666, 0.0060189999639987946, 0.006254745181649923, 0.006490490864962339, 0.006726236082613468, 0.006961981300264597, 0.007197726983577013, 0.007433472201228142]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 2.0, 2.0, 2.0, 4.0, 4.0, 13.0, 6.0, 10.0, 3.0, 5.0, 6.0, 0.0, 2.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.12017156928777695, -0.11776506155729294, -0.11535855382680893, -0.11295203864574432, -0.11054553091526031, -0.1081390231847763, -0.1057325154542923, -0.10332600027322769, -0.10091949254274368, -0.09851298481225967, -0.09610647708177567, -0.09369996935129166, -0.09129345417022705, -0.08888694643974304, -0.08648043870925903, -0.08407393097877502, -0.08166742324829102, -0.07926090806722641, -0.0768544003367424, -0.07444789260625839, -0.07204138487577438, -0.06963486969470978, -0.06722836196422577, -0.06482185423374176, -0.06241534650325775, -0.060008835047483444, -0.057602327316999435, -0.05519581586122513, -0.05278930813074112, -0.05038279667496681, -0.0479762889444828, -0.045569777488708496, -0.04316326975822449, -0.04075676202774048, -0.03835025057196617, -0.03594374284148216, -0.033537231385707855, -0.031130723655223846, -0.02872421406209469, -0.02631770446896553, -0.023911194875836372, -0.021504685282707214, -0.019098175689578056, -0.0166916660964489, -0.014285157434642315, -0.011878647841513157, -0.009472139179706573, -0.0070656295865774155, -0.0046591199934482574, -0.002252610633149743, 0.00015389872714877129, 0.0025604080874472857, 0.0049669174477458, 0.007373427040874958, 0.009779935702681541, 0.0121864452958107, 0.014592954888939857, 0.016999464482069016, 0.019405974075198174, 0.02181248366832733, 0.02421899139881134, 0.0266255009919405, 0.029032010585069656, 0.031438522040843964, 0.03384502977132797]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [7.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 8.0, 9.0, 11.0, 14.0, 3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 10.0, 7.0, 7.0, 8.0, 6.0, 11.0, 5.0, 8.0, 12.0, 1.0, 3.0, 3.0, 15.0, 14.0, 7.0, 16.0, 27.0, 56.0, 86.0, 121.0, 172.0, 286.0, 648.0, 1285.0, 6864.0, 4586.0, 1822.0, 911.0, 528.0, 322.0, 183.0, 151.0, 74.0, 47.0, 20.0, 15.0, 17.0, 8.0, 6.0, 2.0, 5.0], "bins": [-0.03776545822620392, -0.036978159099817276, -0.036190859973430634, -0.03540355712175369, -0.03461625799536705, -0.03382895886898041, -0.033041659742593765, -0.032254356890916824, -0.03146705776453018, -0.03067975863814354, -0.029892457649111748, -0.029105158522725105, -0.028317857533693314, -0.02753055840730667, -0.02674325741827488, -0.025955958291888237, -0.025168657302856445, -0.024381358176469803, -0.02359405905008316, -0.02280675806105137, -0.022019458934664726, -0.021232157945632935, -0.020444858819246292, -0.0196575578302145, -0.018870258703827858, -0.018082957714796066, -0.017295658588409424, -0.016508357599377632, -0.01572105847299099, -0.014933758415281773, -0.014146458357572556, -0.013359158299863338, -0.012571858242154121, -0.011784558184444904, -0.010997258126735687, -0.01020995806902647, -0.009422658011317253, -0.008635357953608036, -0.007848057895898819, -0.007060758303850889, -0.006273458246141672, -0.005486158188432455, -0.004698858130723238, -0.003911558073014021, -0.0031242582481354475, -0.0023369581904262304, -0.0015496582491323352, -0.000762358249630779, 2.494174987077713e-05, 0.0008122417493723333, 0.0015995417488738894, 0.0023868416901677847, 0.0031741417478770018, 0.003961441572755575, 0.004748741630464792, 0.005536041688174009, 0.006323341745883226, 0.0071106418035924435, 0.007897941395640373, 0.00868524145334959, 0.009472541511058807, 0.010259841568768024, 0.011047141626477242, 0.011834441684186459, 0.012621741741895676]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [3.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 2.0, 0.0, 0.0, 0.0, 2.0, 0.0, 2.0, 2.0, 1.0, 0.0, 2.0, 1.0, 2.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.11314286291599274, -0.10766946524381638, -0.10219606012105942, -0.09672266244888306, -0.0912492573261261, -0.08577585965394974, -0.08030246198177338, -0.07482905685901642, -0.06935565918684006, -0.0638822615146637, -0.05840885639190674, -0.05293545871973038, -0.04746205732226372, -0.04198865592479706, -0.0365152582526207, -0.031041856855154037, -0.025568455457687378, -0.02009505406022072, -0.014621654525399208, -0.009148254059255123, -0.003674853593111038, 0.0017985468730330467, 0.007271947339177132, 0.012745347805321217, 0.0182187482714653, 0.02369214966893196, 0.02916554920375347, 0.03463894873857498, 0.04011235013604164, 0.0455857515335083, 0.05105914920568466, 0.05653255060315132, 0.06200595200061798, 0.06747934967279434, 0.0729527547955513, 0.07842615246772766, 0.08389955759048462, 0.08937295526266098, 0.09484635293483734, 0.1003197580575943, 0.10579315572977066, 0.11126655340194702, 0.11673995852470398, 0.12221335619688034, 0.1276867538690567, 0.13316015899181366, 0.13863356411457062, 0.14410695433616638, 0.14958035945892334, 0.1550537645816803, 0.16052715480327606, 0.16600055992603302, 0.17147396504878998, 0.17694735527038574, 0.1824207603931427, 0.18789416551589966, 0.19336757063865662, 0.19884096086025238, 0.20431436598300934, 0.2097877711057663, 0.21526116132736206, 0.22073456645011902, 0.22620797157287598, 0.23168136179447174, 0.2371547669172287]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 1.0, 3.0, 2.0, 5.0, 5.0, 6.0, 5.0, 12.0, 15.0, 12.0, 19.0, 28.0, 34.0, 53.0, 21.0, 11.0, 7.0, 6.0, 6.0, 6.0, 2.0, 2.0, 2.0, 2.0, 0.0, 1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 2.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 2.0], "bins": [-0.11580093204975128, -0.11223544925451279, -0.1086699590086937, -0.1051044762134552, -0.10153898596763611, -0.09797350317239761, -0.09440802037715912, -0.09084253013134003, -0.08727704733610153, -0.08371156454086304, -0.08014607429504395, -0.07658059149980545, -0.07301510870456696, -0.06944961845874786, -0.06588413566350937, -0.062318649142980576, -0.05875316262245178, -0.05518767610192299, -0.051622189581394196, -0.0480567067861557, -0.04449122026562691, -0.040925733745098114, -0.03736025094985962, -0.033794764429330826, -0.030229277908802032, -0.02666379138827324, -0.023098306730389595, -0.01953282207250595, -0.015967335551977158, -0.012401849962770939, -0.00883636437356472, -0.0052708787843585014, -0.0017053931951522827, 0.001860092394053936, 0.005425577983260155, 0.008991063572466373, 0.012556549161672592, 0.016122035682201385, 0.01968752034008503, 0.023253004997968674, 0.026818491518497467, 0.03038397803902626, 0.033949464559555054, 0.03751494735479355, 0.04108043387532234, 0.044645920395851135, 0.04821140319108963, 0.05177688971161842, 0.05534237623214722, 0.05890786275267601, 0.0624733492732048, 0.0660388320684433, 0.06960432231426239, 0.07316980510950089, 0.07673528790473938, 0.08030077815055847, 0.08386626094579697, 0.08743174374103546, 0.09099723398685455, 0.09456271678209305, 0.09812819957733154, 0.10169368982315063, 0.10525917261838913, 0.10882466286420822, 0.11239014565944672]}, "_runtime": 146.66613912582397, "_timestamp": 1596226574.4258933, "_step": 39} -{"gradients/layers.10.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 1.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 2.0, 0.0, 3.0, 1.0, 1.0, 6.0, 2.0, 5.0, 1.0, 1.0, 2.0, 5.0, 2.0, 1.0, 5.0, 2.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 2.0, 1.0, 3.0, 0.0, 0.0, 0.0, 2.0], "bins": [-0.010094034485518932, -0.009851598180830479, -0.009609161876142025, -0.009366724640130997, -0.009124288335442543, -0.00888185203075409, -0.008639415726065636, -0.008396978490054607, -0.008154542185366154, -0.0079121058806777, -0.007669669575989246, -0.007427232805639505, -0.007184796500951052, -0.006942359730601311, -0.006699923425912857, -0.006457486655563116, -0.006215050350874662, -0.005972614046186209, -0.005730177275836468, -0.005487740971148014, -0.005245304200798273, -0.005002867896109819, -0.004760431125760078, -0.004517994821071625, -0.004275558516383171, -0.00403312174603343, -0.0037906852085143328, -0.0035482486709952354, -0.0033058123663067818, -0.0030633758287876844, -0.002820939291268587, -0.00257850275374949, -0.0023360662162303925, -0.002093629678711295, -0.0018511931411921978, -0.0016087567200884223, -0.001366320182569325, -0.0011238836450502276, -0.0008814471657387912, -0.0006390106864273548, -0.0003965741489082575, -0.0001541376404929906, 8.829886792227626e-05, 0.00033073537633754313, 0.00057317188475281, 0.0008156084222719073, 0.0010580448433756828, 0.0013004813808947802, 0.0015429179184138775, 0.0017853544559329748, 0.002027790993452072, 0.0022702275309711695, 0.002512664068490267, 0.0027551003731787205, 0.002997536910697818, 0.003239973448216915, 0.0034824099857360125, 0.00372484652325511, 0.0039672828279435635, 0.0042097195982933044, 0.004452155902981758, 0.004694592673331499, 0.004937028978019953, 0.005179465748369694, 0.005421902053058147]}, "gradients/layers.10.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 1.0, 1.0, 3.0, 2.0, 1.0, 0.0, 5.0, 4.0, 8.0, 6.0, 11.0, 9.0, 11.0, 17.0, 14.0, 19.0, 22.0, 32.0, 57.0, 54.0, 51.0, 86.0, 115.0, 157.0, 234.0, 704.0, 5241.0, 363.0, 183.0, 121.0, 100.0, 54.0, 52.0, 46.0, 41.0, 20.0, 22.0, 14.0, 12.0, 6.0, 5.0, 4.0, 6.0, 5.0, 1.0, 3.0, 3.0, 0.0, 0.0, 1.0, 2.0, 1.0, 1.0, 1.0, 0.0, 0.0, 1.0], "bins": [-0.10433544963598251, -0.10117640346288681, -0.09801734983921051, -0.09485830366611481, -0.0916992574930191, -0.0885402113199234, -0.0853811576962471, -0.0822221115231514, -0.0790630653500557, -0.0759040117263794, -0.07274496555328369, -0.06958591938018799, -0.06642687320709229, -0.06326781958341599, -0.06010877341032028, -0.05694972723722458, -0.05379067733883858, -0.050631627440452576, -0.04747258126735687, -0.04431353136897087, -0.04115448519587517, -0.037995435297489166, -0.03483638912439346, -0.03167733922600746, -0.02851829119026661, -0.025359243154525757, -0.022200195118784904, -0.019041147083044052, -0.01588209718465805, -0.012723050080239773, -0.009564001113176346, -0.0064049530774354935, -0.003245905041694641, -8.68567731231451e-05, 0.003072191495448351, 0.006231239996850491, 0.009390288032591343, 0.012549336068332195, 0.015708385035395622, 0.018867433071136475, 0.022026481106877327, 0.02518552914261818, 0.02834457717835903, 0.031503625214099884, 0.034662675112485886, 0.03782172128558159, 0.04098077118396759, 0.04413981735706329, 0.047298867255449295, 0.0504579171538353, 0.053616963326931, 0.056776013225317, 0.059935059398412704, 0.0630941092967987, 0.06625315546989441, 0.06941220164299011, 0.07257125526666641, 0.07573030143976212, 0.07888934761285782, 0.08204840123653412, 0.08520744740962982, 0.08836649358272552, 0.09152553975582123, 0.09468459337949753, 0.09784363955259323]}, "gradients/layers.7.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 2.0, 2.0, 0.0, 1.0, 3.0, 0.0, 0.0, 2.0, 3.0, 2.0, 2.0, 3.0, 2.0, 4.0, 9.0, 3.0, 9.0, 6.0, 22.0, 4.0, 3.0, 5.0, 6.0, 2.0, 4.0, 5.0, 8.0, 1.0, 2.0, 1.0, 2.0, 2.0, 2.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.0026525368448346853, -0.002555974991992116, -0.0024594131391495466, -0.0023628512863069773, -0.002266289433464408, -0.0021697275806218386, -0.0020731657277792692, -0.0019766038749367, -0.0018800421385094523, -0.001783480285666883, -0.0016869184328243136, -0.0015903565799817443, -0.0014937948435544968, -0.0013972329907119274, -0.001300671137869358, -0.0012041092850267887, -0.0011075474321842194, -0.00101098557934165, -0.0009144237264990807, -0.0008178619318641722, -0.0007213000790216029, -0.0006247382261790335, -0.0005281764315441251, -0.00043161457870155573, -0.0003350527258589864, -0.00023849088756833225, -0.00014192904927767813, -4.536721098702401e-05, 5.1194627303630114e-05, 0.00014775646559428424, 0.00024431830388493836, 0.00034088012762367725, 0.0004374419804662466, 0.000534003833308816, 0.0006305656861513853, 0.0007271274807862937, 0.0008236893336288631, 0.0009202511864714324, 0.0010168129811063409, 0.0011133748339489102, 0.0012099366867914796, 0.001306498539634049, 0.0014030603924766183, 0.0014996222453191876, 0.0015961839817464352, 0.0016927458345890045, 0.0017893076874315739, 0.0018858695402741432, 0.0019824313931167126, 0.002078993245959282, 0.0021755550988018513, 0.0022721169516444206, 0.00236867880448699, 0.0024652406573295593, 0.0025618025101721287, 0.002658364363014698, 0.0027549262158572674, 0.002851487835869193, 0.0029480496887117624, 0.0030446115415543318, 0.003141173394396901, 0.0032377352472394705, 0.00333429710008204, 0.003430858952924609, 0.0035274208057671785]}, "gradients/layers.7.weight": {"_type": "histogram", "values": [4.0, 3.0, 3.0, 6.0, 8.0, 9.0, 20.0, 23.0, 42.0, 73.0, 79.0, 139.0, 211.0, 326.0, 455.0, 639.0, 1078.0, 1706.0, 2585.0, 4404.0, 7155.0, 12627.0, 23827.0, 52149.0, 207044.0, 756258.0, 47079.0, 22991.0, 13195.0, 8239.0, 5375.0, 3581.0, 2407.0, 1701.0, 1161.0, 836.0, 599.0, 423.0, 288.0, 243.0, 177.0, 115.0, 107.0, 69.0, 47.0, 29.0, 32.0, 23.0, 15.0, 6.0, 7.0, 4.0, 6.0, 5.0, 3.0, 2.0, 2.0, 3.0, 0.0, 0.0, 1.0, 2.0, 0.0, 2.0], "bins": [-0.0037977732717990875, -0.0036463001742959023, -0.003494827076792717, -0.0033433539792895317, -0.0031918808817863464, -0.003040407784283161, -0.002888934686779976, -0.0027374615892767906, -0.0025859884917736053, -0.0024345156271010637, -0.0022830425295978785, -0.002131569432094693, -0.001980096334591508, -0.0018286232370883226, -0.0016771501395851374, -0.001525677042081952, -0.0013742039445787668, -0.0012227308470755816, -0.0010712577495723963, -0.0009197847102768719, -0.0007683116127736866, -0.0006168385152705014, -0.00046536544687114656, -0.00031389237847179174, -0.00016241928096860647, -1.0946198017336428e-05, 0.00014052688493393362, 0.00029199995333328843, 0.0004434730508364737, 0.000594946148339659, 0.0007464191876351833, 0.0008978922851383686, 0.0010493653826415539, 0.0012008384801447392, 0.0013523115776479244, 0.0015037846751511097, 0.001655257772654295, 0.0018067307537421584, 0.0019582039676606655, 0.002109677065163851, 0.002261150162667036, 0.0024126230273395777, 0.002564096124842763, 0.0027155692223459482, 0.0028670423198491335, 0.0030185154173523188, 0.003169988514855504, 0.0033214616123586893, 0.0034729347098618746, 0.00362440780736506, 0.003775880904868245, 0.003927353769540787, 0.004078826867043972, 0.004230299964547157, 0.0043817730620503426, 0.004533246159553528, 0.004684719257056713, 0.004836192354559898, 0.004987665452063084, 0.005139138549566269, 0.005290611647069454, 0.0054420847445726395, 0.005593557842075825, 0.00574503093957901, 0.005896504037082195]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 1.0, 2.0, 1.0, 2.0, 3.0, 2.0, 3.0, 1.0, 4.0, 9.0, 1.0, 1.0, 4.0, 5.0, 4.0, 3.0, 1.0, 3.0, 0.0, 1.0, 2.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.028305618092417717, -0.027566786855459213, -0.02682795561850071, -0.026089124381542206, -0.025350293144583702, -0.0246114619076252, -0.023872628808021545, -0.02313379757106304, -0.022394966334104538, -0.021656135097146034, -0.02091730386018753, -0.020178472623229027, -0.019439641386270523, -0.01870081014931202, -0.017961978912353516, -0.017223147675395012, -0.016484316438436508, -0.015745483338832855, -0.015006653033196926, -0.014267820864915848, -0.013528989627957344, -0.01279015839099884, -0.012051327154040337, -0.011312495917081833, -0.01057366468012333, -0.00983483251184225, -0.009096001274883747, -0.008357170037925243, -0.00761833880096674, -0.006879507098346949, -0.006140675861388445, -0.005401844158768654, -0.00466301292181015, -0.003924181684851646, -0.0031853499822318554, -0.0024465187452733517, -0.0017076872754842043, -0.0009688558639027178, -0.00023002445232123137, 0.0005088069592602551, 0.0012476383708417416, 0.001986469840630889, 0.0027253013104200363, 0.00346413254737854, 0.004202963784337044, 0.004941795486956835, 0.0056806267239153385, 0.0064194584265351295, 0.007158289663493633, 0.007897120900452137, 0.00863595213741064, 0.009374784305691719, 0.010113615542650223, 0.010852446779608727, 0.01159127801656723, 0.012330109253525734, 0.013068940490484238, 0.013807772658765316, 0.01454660389572382, 0.015285435132682323, 0.016024267300963402, 0.016763098537921906, 0.01750192977488041, 0.018240761011838913, 0.018979592248797417]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [2.0, 0.0, 2.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0, 3.0, 4.0, 3.0, 2.0, 1.0, 4.0, 14.0, 14.0, 21.0, 14.0, 13.0, 10.0, 17.0, 30.0, 39.0, 53.0, 44.0, 82.0, 86.0, 96.0, 178.0, 248.0, 292.0, 338.0, 517.0, 725.0, 1110.0, 1813.0, 5973.0, 2092.0, 1367.0, 864.0, 578.0, 466.0, 314.0, 249.0, 189.0, 132.0, 86.0, 85.0, 62.0, 48.0, 43.0, 18.0, 26.0, 18.0, 6.0, 11.0, 9.0, 7.0, 4.0, 2.0, 1.0, 2.0, 2.0], "bins": [-0.01236491184681654, -0.012034937739372253, -0.011704964563250542, -0.011374990455806255, -0.011045016348361969, -0.010715043172240257, -0.010385069064795971, -0.01005509588867426, -0.009725121781229973, -0.009395147673785686, -0.009065174497663975, -0.008735200390219688, -0.008405227214097977, -0.00807525310665369, -0.007745278999209404, -0.007415305357426405, -0.007085331715643406, -0.006755358073860407, -0.006425384432077408, -0.0060954103246331215, -0.0057654366828501225, -0.005435463041067123, -0.005105488933622837, -0.004775515291839838, -0.004445541650056839, -0.00411556800827384, -0.0037855941336601973, -0.0034556202590465546, -0.0031256466172635555, -0.0027956729754805565, -0.002465699100866914, -0.002135725226253271, -0.001805751584470272, -0.0014757778262719512, -0.0011458040680736303, -0.0008158303098753095, -0.0004858565516769886, -0.00015588279347866774, 0.00017409096471965313, 0.000504064722917974, 0.0008340384811162949, 0.0011640122393146157, 0.0014939859975129366, 0.0018239597557112575, 0.0021539335139095783, 0.0024839071556925774, 0.00281388103030622, 0.0031438549049198627, 0.003473828546702862, 0.003803802188485861, 0.00413377583026886, 0.004463749937713146, 0.004793723579496145, 0.005123697221279144, 0.005453671328723431, 0.00578364497050643, 0.006113618612289429, 0.006443592254072428, 0.006773565895855427, 0.007103540003299713, 0.007433513645082712, 0.007763487286865711, 0.008093461394309998, 0.00842343457043171, 0.008753408677875996]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 3.0, 1.0, 0.0, 2.0, 1.0, 2.0, 0.0, 1.0, 1.0, 3.0, 1.0, 2.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 2.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.06720911711454391, -0.06434386968612671, -0.061478618532419205, -0.0586133673787117, -0.055748119950294495, -0.05288286879658699, -0.050017617642879486, -0.04715237021446228, -0.044287119060754776, -0.04142186790704727, -0.038556620478630066, -0.03569136932492256, -0.03282611817121506, -0.02996087074279785, -0.027095619589090347, -0.024230370298027992, -0.021365121006965637, -0.018499871715903282, -0.015634622424840927, -0.012769371271133423, -0.009904121980071068, -0.0070388722233474255, -0.004173622466623783, -0.0013083727099001408, 0.0015568770468235016, 0.004422126803547144, 0.007287376560270786, 0.010152626782655716, 0.013017876073718071, 0.015883125364780426, 0.01874837651848793, 0.021613625809550285, 0.02447887510061264, 0.027344124391674995, 0.03020937368273735, 0.033074624836444855, 0.03593987226486206, 0.038805123418569565, 0.04167037457227707, 0.044535622000694275, 0.04740087315440178, 0.05026612430810928, 0.05313137173652649, 0.055996622890233994, 0.0588618740439415, 0.061727121472358704, 0.06459236890077591, 0.06745762377977371, 0.07032287120819092, 0.07318811863660812, 0.07605337351560593, 0.07891862094402313, 0.08178386837244034, 0.08464912325143814, 0.08751437067985535, 0.09037961810827255, 0.09324486553668976, 0.09611012041568756, 0.09897536784410477, 0.10184061527252197, 0.10470587015151978, 0.10757111757993698, 0.11043636500835419, 0.11330161988735199, 0.1161668673157692]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 2.0, 0.0, 1.0, 2.0, 3.0, 2.0, 2.0, 0.0, 0.0, 1.0, 1.0, 1.0, 2.0, 2.0, 1.0, 0.0, 1.0, 1.0, 1.0, 3.0, 6.0, 3.0, 9.0, 5.0, 11.0, 13.0, 12.0, 7.0, 13.0, 13.0, 13.0, 15.0, 15.0, 32.0, 13.0, 14.0, 9.0, 7.0, 8.0, 7.0, 6.0, 6.0, 1.0, 5.0, 2.0, 2.0, 2.0, 1.0, 1.0, 1.0, 3.0, 2.0, 0.0, 2.0], "bins": [-0.05407000333070755, -0.0528213307261467, -0.05157265439629555, -0.050323981791734695, -0.049075305461883545, -0.04782663285732269, -0.04657795652747154, -0.04532928392291069, -0.04408060759305954, -0.04283193498849869, -0.041583262383937836, -0.040334586054086685, -0.03908591344952583, -0.03783723711967468, -0.03658856451511383, -0.03533988818526268, -0.03409121558070183, -0.032842542976140976, -0.031593866646289825, -0.030345192179083824, -0.029096517711877823, -0.02784784510731697, -0.02659917064011097, -0.025350496172904968, -0.024101821705698967, -0.022853147238492966, -0.021604472771286964, -0.020355798304080963, -0.01910712569952011, -0.01785845123231411, -0.01660977676510811, -0.015361102297902107, -0.014112427830696106, -0.012863753363490105, -0.011615078896284103, -0.010366405360400677, -0.009117730893194675, -0.007869056425988674, -0.00662038242444396, -0.005371708422899246, -0.004123033955693245, -0.0028743597213178873, -0.0016256854869425297, -0.00037701125256717205, 0.0008716629818081856, 0.002120337216183543, 0.003369011450558901, 0.004617685452103615, 0.005866359919309616, 0.007115034386515617, 0.008363708853721619, 0.009612382389605045, 0.010861056856811047, 0.012109731324017048, 0.013358404859900475, 0.014607079327106476, 0.015855753794312477, 0.01710442826151848, 0.01835310272872448, 0.01960177719593048, 0.020850449800491333, 0.022099124267697334, 0.023347798734903336, 0.024596473202109337, 0.025845147669315338]}, "_runtime": 154.30349850654602, "_timestamp": 1596226582.0632527, "_step": 40} -{"val_accuracy": 0.8246218607305936, "val_loss": 0.4557847484061707, "_runtime": 156.16383695602417, "_timestamp": 1596226583.9235911, "_step": 41} -{"examples": {"width": 28, "height": 28, "format": "png", "count": 4, "_type": "images", "captions": ["Prediction: V Confidence: 0.458 Truth: v", "Prediction: 5 Confidence: 1.000 Truth: 5", "Prediction: 2 Confidence: 1.000 Truth: 2", "Prediction: 0 Confidence: 0.579 Truth: 0"]}, "_runtime": 156.448504447937, "_timestamp": 1596226584.2082586, "_step": 42} -{"gradients/layers.10.bias": {"_type": "histogram", "values": [2.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 2.0, 1.0, 2.0, 1.0, 0.0, 3.0, 0.0, 3.0, 1.0, 0.0, 2.0, 4.0, 3.0, 0.0, 3.0, 6.0, 3.0, 1.0, 3.0, 1.0, 1.0, 1.0, 2.0, 0.0, 2.0, 1.0, 4.0, 0.0, 0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 2.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.007848036475479603, -0.007494339719414711, -0.007140642497688532, -0.006786945275962353, -0.006433248519897461, -0.006079551763832569, -0.00572585454210639, -0.005372157320380211, -0.005018460564315319, -0.004664763808250427, -0.004311066586524248, -0.003957369364798069, -0.003603672608733177, -0.0032499756198376417, -0.0028962786309421062, -0.0025425816420465708, -0.0021888846531510353, -0.0018351876642554998, -0.0014814906753599644, -0.001127793686464429, -0.0007740966975688934, -0.00042039970867335796, -6.67027197778225e-05, 0.000286994269117713, 0.0006406912580132484, 0.000994388246908784, 0.0013480852358043194, 0.0017017822246998549, 0.0020554792135953903, 0.002409176202490926, 0.0027628731913864613, 0.0031165701802819967, 0.003470267169177532, 0.0038239641580730677, 0.004177661146968603, 0.004531358368694782, 0.004885055124759674, 0.005238751880824566, 0.005592449102550745, 0.005946146324276924, 0.006299843080341816, 0.006653539836406708, 0.007007237058132887, 0.007360934279859066, 0.007714631035923958, 0.00806832779198885, 0.008422024548053741, 0.008775722235441208, 0.0091294189915061, 0.009483115747570992, 0.009836813434958458, 0.01019051019102335, 0.010544206947088242, 0.010897903703153133, 0.011251600459218025, 0.011605298146605492, 0.011958994902670383, 0.012312691658735275, 0.012666389346122742, 0.013020086102187634, 0.013373782858252525, 0.013727479614317417, 0.014081176370382309, 0.014434874057769775, 0.014788570813834667]}, "gradients/layers.10.weight": {"_type": "histogram", "values": [2.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 2.0, 0.0, 1.0, 0.0, 3.0, 3.0, 4.0, 6.0, 6.0, 10.0, 20.0, 16.0, 19.0, 28.0, 35.0, 57.0, 81.0, 82.0, 116.0, 172.0, 242.0, 548.0, 5417.0, 368.0, 177.0, 132.0, 105.0, 63.0, 39.0, 45.0, 31.0, 18.0, 18.0, 12.0, 12.0, 8.0, 7.0, 7.0, 6.0, 5.0, 3.0, 2.0, 1.0, 0.0, 3.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.1251547783613205, -0.12086988985538483, -0.11658500880002975, -0.11230012029409409, -0.10801523178815842, -0.10373035073280334, -0.09944546222686768, -0.095160573720932, -0.09087568521499634, -0.08659080415964127, -0.0823059156537056, -0.07802102714776993, -0.07373614609241486, -0.06945125758647919, -0.06516636908054352, -0.06088148429989815, -0.05659659951925278, -0.05231171473860741, -0.04802682623267174, -0.04374194145202637, -0.0394570529460907, -0.03517216816544533, -0.030887283384799957, -0.026602396741509438, -0.022317510098218918, -0.018032623454928398, -0.013747737742960453, -0.009462852030992508, -0.005177965387701988, -0.0008930792100727558, 0.0033918069675564766, 0.007676693145185709, 0.011961579322814941, 0.01624646596610546, 0.02053135260939598, 0.02481623739004135, 0.02910112403333187, 0.03338601067662239, 0.03767089545726776, 0.04195578396320343, 0.0462406687438488, 0.05052555352449417, 0.05481044203042984, 0.05909532681107521, 0.06338021159172058, 0.06766510009765625, 0.07194998860359192, 0.07623486965894699, 0.08051975816488266, 0.08480464667081833, 0.0890895277261734, 0.09337441623210907, 0.09765930473804474, 0.10194418579339981, 0.10622907429933548, 0.11051396280527115, 0.11479884386062622, 0.11908373236656189, 0.12336862087249756, 0.12765350937843323, 0.1319383978843689, 0.13622327148914337, 0.14050815999507904, 0.1447930485010147, 0.14907793700695038]}, "gradients/layers.7.bias": {"_type": "histogram", "values": [1.0, 2.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 2.0, 1.0, 1.0, 2.0, 3.0, 3.0, 1.0, 3.0, 1.0, 0.0, 3.0, 3.0, 3.0, 5.0, 4.0, 4.0, 2.0, 21.0, 3.0, 6.0, 5.0, 1.0, 3.0, 3.0, 4.0, 2.0, 3.0, 2.0, 4.0, 3.0, 2.0, 4.0, 1.0, 1.0, 3.0, 0.0, 0.0, 2.0, 0.0, 0.0, 1.0, 1.0, 3.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.002556437160819769, -0.002461697207763791, -0.0023669572547078133, -0.0022722173016518354, -0.0021774773485958576, -0.00208273739553988, -0.001987997442483902, -0.0018932573730126023, -0.0017985174199566245, -0.0017037774669006467, -0.0016090375138446689, -0.001514297560788691, -0.0014195574913173914, -0.0013248175382614136, -0.0012300775852054358, -0.001135337632149458, -0.0010405976790934801, -0.0009458577260375023, -0.0008511177729815245, -0.0007563777617178857, -0.0006616378086619079, -0.0005668978556059301, -0.0004721578734461218, -0.00037741789128631353, -0.0002826779382303357, -0.00018793797062244266, -9.319800301454961e-05, 1.5419645933434367e-06, 9.628193220123649e-05, 0.00019102189980912954, 0.0002857618674170226, 0.00038050184957683086, 0.0004752418026328087, 0.0005699817556887865, 0.0006647217087447643, 0.0007594617200084031, 0.0008542016730643809, 0.0009489416261203587, 0.0010436816373839974, 0.0011384215904399753, 0.001233161543495953, 0.001327901496551931, 0.0014226414496079087, 0.0015173814026638865, 0.0016121214721351862, 0.001706861425191164, 0.0018016013782471418, 0.0018963413313031197, 0.0019910812843590975, 0.0020858212374150753, 0.002180561190471053, 0.002275301143527031, 0.0023700410965830088, 0.0024647810496389866, 0.0025595210026949644, 0.0026542609557509422, 0.0027490011416375637, 0.0028437410946935415, 0.0029384810477495193, 0.003033221000805497, 0.003127960953861475, 0.003222700906917453, 0.0033174408599734306, 0.0034121808130294085, 0.0035069207660853863]}, "gradients/layers.7.weight": {"_type": "histogram", "values": [3.0, 1.0, 2.0, 3.0, 5.0, 3.0, 7.0, 12.0, 18.0, 19.0, 31.0, 37.0, 51.0, 77.0, 89.0, 136.0, 217.0, 283.0, 429.0, 600.0, 925.0, 1527.0, 2474.0, 4324.0, 7954.0, 16602.0, 39037.0, 128509.0, 839802.0, 66087.0, 28623.0, 15243.0, 9109.0, 5694.0, 3750.0, 2411.0, 1647.0, 1082.0, 788.0, 523.0, 415.0, 308.0, 207.0, 175.0, 119.0, 80.0, 53.0, 43.0, 31.0, 17.0, 19.0, 19.0, 8.0, 6.0, 2.0, 4.0, 2.0, 1.0, 2.0, 0.0, 1.0, 1.0, 0.0, 1.0], "bins": [-0.006150839384645224, -0.005933654028922319, -0.005716468673199415, -0.005499282851815224, -0.0052820974960923195, -0.005064912140369415, -0.004847726784646511, -0.0046305409632623196, -0.004413355607539415, -0.004196170251816511, -0.003978984896093607, -0.003761799307540059, -0.003544613951817155, -0.003327428363263607, -0.003110243007540703, -0.002893057418987155, -0.0026758720632642508, -0.0024586867075413465, -0.0022415011189877987, -0.0020243157632648945, -0.0018071301747113466, -0.0015899448189884424, -0.0013727593468502164, -0.0011555738747119904, -0.0009383884025737643, -0.0007212029304355383, -0.0005040174582973123, -0.00028683204436674714, -6.964657222852111e-05, 0.0001475388853577897, 0.0003647243429441005, 0.0005819097859784961, 0.0007990952581167221, 0.0010162807302549481, 0.0012334662023931742, 0.0014506516745314002, 0.0016678371466696262, 0.0018850225023925304, 0.0021022080909460783, 0.0023193934466689825, 0.0025365790352225304, 0.0027537643909454346, 0.0029709497466683388, 0.0031881353352218866, 0.003405320690944791, 0.0036225062794983387, 0.003839691635221243, 0.004056876990944147, 0.004274062812328339, 0.004491248168051243, 0.004708433523774147, 0.004925618879497051, 0.0051428042352199554, 0.005359990056604147, 0.005577175412327051, 0.005794360768049955, 0.00601154612377286, 0.006228731479495764, 0.006445917300879955, 0.0066631026566028595, 0.006880288012325764, 0.007097473368048668, 0.007314659189432859, 0.007531844545155764, 0.007749029900878668]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 4.0, 0.0, 1.0, 3.0, 3.0, 5.0, 5.0, 7.0, 12.0, 5.0, 2.0, 3.0, 2.0, 2.0, 3.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.02574339509010315, -0.024527208879590034, -0.02331102453172207, -0.022094838321208954, -0.020878653973340988, -0.019662467762827873, -0.01844628155231476, -0.017230097204446793, -0.016013910993933678, -0.014797725714743137, -0.013581540435552597, -0.012365354225039482, -0.011149168945848942, -0.009932983666658401, -0.008716797456145287, -0.007500612176954746, -0.006284426897764206, -0.005068241618573666, -0.003852055873721838, -0.002635870361700654, -0.00141968484967947, -0.0002034993376582861, 0.0010126861743628979, 0.002228871686384082, 0.003445057198405266, 0.004661242477595806, 0.005877428222447634, 0.007093613967299461, 0.008309799246490002, 0.009525984525680542, 0.010742170736193657, 0.011958356015384197, 0.013174541294574738, 0.014390726573765278, 0.015606911852955818, 0.016823098063468933, 0.0180392824113369, 0.019255468621850014, 0.02047165483236313, 0.021687839180231094, 0.02290402539074421, 0.024120211601257324, 0.02533639594912529, 0.026552582159638405, 0.02776876837015152, 0.028984952718019485, 0.0302011389285326, 0.031417325139045715, 0.03263350948691368, 0.03384969383478165, 0.03506588190793991, 0.03628206625580788, 0.03749825060367584, 0.038714438676834106, 0.03993062302470207, 0.04114680737257004, 0.0423629954457283, 0.04357917979359627, 0.04479536414146423, 0.0460115484893322, 0.04722773656249046, 0.04844392091035843, 0.049660105258226395, 0.05087629333138466, 0.052092477679252625]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 3.0, 1.0, 3.0, 2.0, 7.0, 9.0, 15.0, 19.0, 38.0, 35.0, 54.0, 59.0, 82.0, 127.0, 169.0, 311.0, 408.0, 623.0, 994.0, 1614.0, 2903.0, 5999.0, 1487.0, 968.0, 709.0, 480.0, 339.0, 256.0, 158.0, 142.0, 95.0, 64.0, 39.0, 40.0, 27.0, 17.0, 28.0, 15.0, 8.0, 8.0, 1.0, 5.0, 4.0, 2.0, 4.0, 1.0, 1.0, 4.0, 18.0, 19.0, 5.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 8.0], "bins": [-0.012437976896762848, -0.011978681199252605, -0.011519384570419788, -0.011060088872909546, -0.010600792244076729, -0.010141496546566486, -0.009682200849056244, -0.009222904220223427, -0.008763608522713184, -0.008304312825202942, -0.007845016196370125, -0.007385720498859882, -0.006926424335688353, -0.006467128172516823, -0.00600783247500658, -0.005548536311835051, -0.005089240148663521, -0.004629943985491991, -0.004170647822320461, -0.003711352124810219, -0.003252055961638689, -0.0027927597984671593, -0.002333463868126273, -0.0018741678213700652, -0.0014148717746138573, -0.0009555757278576493, -0.0004962796811014414, -3.698363434523344e-05, 0.0004223124124109745, 0.0008816084591671824, 0.0013409045059233904, 0.0018002005526795983, 0.0022594965994358063, 0.002718792762607336, 0.003178088692948222, 0.0036373846232891083, 0.004096680786460638, 0.004555976949632168, 0.00501527264714241, 0.00547456881031394, 0.00593386497348547, 0.006393161136657, 0.006852457299828529, 0.007311752997338772, 0.007771049160510302, 0.008230345323681831, 0.008689641021192074, 0.009148937650024891, 0.009608233347535133, 0.010067529045045376, 0.010526825673878193, 0.010986121371388435, 0.011445418000221252, 0.011904713697731495, 0.012364009395241737, 0.012823306024074554, 0.013282601721584797, 0.01374189741909504, 0.014201194047927856, 0.014660489745438099, 0.015119785442948341, 0.015579082071781158, 0.016038378700613976, 0.016497673466801643, 0.01695697009563446]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 2.0, 0.0, 1.0, 0.0, 0.0, 2.0, 1.0, 1.0, 2.0, 2.0, 1.0, 2.0, 0.0, 1.0, 0.0, 4.0, 1.0, 1.0, 2.0, 2.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0], "bins": [-0.18629668653011322, -0.1824110746383667, -0.17852546274662018, -0.17463985085487366, -0.17075425386428833, -0.1668686419725418, -0.1629830300807953, -0.15909741818904877, -0.15521180629730225, -0.15132619440555573, -0.1474405974149704, -0.14355498552322388, -0.13966937363147736, -0.13578376173973083, -0.13189814984798431, -0.1280125379562378, -0.12412693351507187, -0.12024132162332535, -0.11635571718215942, -0.1124701052904129, -0.10858449339866638, -0.10469888895750046, -0.10081327706575394, -0.09692766517400742, -0.09304206073284149, -0.08915644884109497, -0.08527083694934845, -0.08138522505760193, -0.077499620616436, -0.07361400872468948, -0.06972839683294296, -0.06584279239177704, -0.06195718050003052, -0.058071572333574295, -0.054185960441827774, -0.05030035227537155, -0.04641474038362503, -0.04252913221716881, -0.038643524050712585, -0.034757912158966064, -0.030872303992509842, -0.02698669396340847, -0.0231010839343071, -0.019215475767850876, -0.015329865738749504, -0.011444255709648132, -0.007558646611869335, -0.0036730370484292507, 0.00021257251501083374, 0.004098182078450918, 0.007983791641891003, 0.0118694007396698, 0.01575501076877117, 0.019640620797872543, 0.023526228964328766, 0.027411838993430138, 0.03129744902253151, 0.03518305718898773, 0.03906866908073425, 0.042954277247190475, 0.0468398854136467, 0.05072549730539322, 0.05461110547184944, 0.05849671736359596, 0.062382325530052185]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 2.0, 2.0, 5.0, 0.0, 0.0, 2.0, 2.0, 7.0, 6.0, 5.0, 18.0, 26.0, 47.0, 26.0, 13.0, 16.0, 13.0, 14.0, 9.0, 10.0, 9.0, 0.0, 3.0, 4.0, 6.0, 4.0, 6.0, 2.0, 2.0, 4.0, 6.0, 5.0, 2.0, 1.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.06434693187475204, -0.0621025450527668, -0.059858158230781555, -0.05761377513408661, -0.055369388312101364, -0.05312500149011612, -0.05088061839342117, -0.04863623157143593, -0.046391844749450684, -0.04414745792746544, -0.041903071105480194, -0.03965868800878525, -0.0374143011868, -0.03516991436481476, -0.03292553126811981, -0.030681144446134567, -0.028436757624149323, -0.026192370802164078, -0.023947985842823982, -0.021703600883483887, -0.019459214061498642, -0.017214827239513397, -0.014970442280173302, -0.012726056389510632, -0.010481670498847961, -0.008237284608185291, -0.005992898717522621, -0.003748512826859951, -0.0015041269361972809, 0.0007402589544653893, 0.0029846448451280594, 0.0052290307357907295, 0.0074734166264534, 0.00971780251711607, 0.01196218840777874, 0.01420657429844141, 0.01645096018910408, 0.018695347011089325, 0.02093973197042942, 0.023184116929769516, 0.02542850375175476, 0.027672890573740005, 0.0299172755330801, 0.0321616604924202, 0.03440604731440544, 0.036650434136390686, 0.03889481723308563, 0.04113920405507088, 0.04338359087705612, 0.04562797769904137, 0.04787236452102661, 0.05011674761772156, 0.0523611344397068, 0.05460552126169205, 0.05684990435838699, 0.05909429118037224, 0.06133867800235748, 0.06358306109905243, 0.06582745164632797, 0.06807183474302292, 0.07031622529029846, 0.07256060838699341, 0.07480499148368835, 0.0770493820309639, 0.07929376512765884]}, "_runtime": 163.49212670326233, "_timestamp": 1596226591.251881, "_step": 43} -{"val_accuracy": 0.8242508561643836, "val_loss": 0.45594425914494413, "_runtime": 167.74149131774902, "_timestamp": 1596226595.5012455, "_step": 44} -{"examples": {"width": 28, "height": 28, "format": "png", "count": 4, "_type": "images", "captions": ["Prediction: V Confidence: 0.601 Truth: v", "Prediction: 5 Confidence: 1.000 Truth: 5", "Prediction: 2 Confidence: 0.999 Truth: 2", "Prediction: 0 Confidence: 0.575 Truth: 0"]}, "_runtime": 168.02962613105774, "_timestamp": 1596226595.7893803, "_step": 45} -{"gradients/layers.10.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 2.0, 1.0, 3.0, 1.0, 3.0, 2.0, 2.0, 1.0, 1.0, 3.0, 8.0, 7.0, 1.0, 1.0, 2.0, 3.0, 0.0, 2.0, 4.0, 1.0, 2.0, 0.0, 1.0, 0.0, 2.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.011518001556396484, -0.011142299510538578, -0.010766597464680672, -0.010390895418822765, -0.010015193372964859, -0.009639491327106953, -0.009263789281249046, -0.00888808723539114, -0.008512385189533234, -0.008136684074997902, -0.007760981563478708, -0.007385279517620802, -0.007009577937424183, -0.0066338758915662766, -0.00625817384570837, -0.005882471799850464, -0.0055067697539925575, -0.005131067708134651, -0.004755365662276745, -0.0043796636164188385, -0.004003961570560932, -0.0036282597575336695, -0.003252557944506407, -0.0028768558986485004, -0.002501153852790594, -0.0021254518069326878, -0.0017497498774901032, -0.0013740479480475187, -0.0009983459021896124, -0.000622643914539367, -0.00024694192688912153, 0.0001287600607611239, 0.0005044620484113693, 0.0008801640360616148, 0.0012558660237118602, 0.0016315679531544447, 0.002007269999012351, 0.0023829720448702574, 0.00275867385789752, 0.0031343759037554264, 0.0035100779496133327, 0.003885779995471239, 0.004261482041329145, 0.004637184087187052, 0.005012885667383671, 0.005388587713241577, 0.0057642897590994835, 0.00613999180495739, 0.006515693850815296, 0.0068913958966732025, 0.007267097942531109, 0.007642799988389015, 0.008018502034246922, 0.008394204080104828, 0.008769906125962734, 0.00914560817182064, 0.009521309286355972, 0.009897011332213879, 0.010272713378071785, 0.010648415423929691, 0.011024117469787598, 0.011399819515645504, 0.01177552156150341, 0.012151223607361317, 0.012526925653219223]}, "gradients/layers.10.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 3.0, 2.0, 5.0, 8.0, 11.0, 10.0, 15.0, 20.0, 19.0, 24.0, 45.0, 58.0, 83.0, 106.0, 136.0, 211.0, 314.0, 5402.0, 651.0, 235.0, 164.0, 100.0, 65.0, 63.0, 43.0, 34.0, 17.0, 17.0, 16.0, 16.0, 14.0, 3.0, 5.0, 5.0, 3.0, 1.0, 1.0, 2.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.1386140137910843, -0.13424021005630493, -0.12986639142036438, -0.12549257278442383, -0.12111876904964447, -0.11674495786428452, -0.11237114667892456, -0.1079973354935646, -0.10362352430820465, -0.0992497131228447, -0.09487590193748474, -0.09050209075212479, -0.08612827956676483, -0.08175446838140488, -0.07738065719604492, -0.07300684601068497, -0.06863303482532501, -0.06425922363996506, -0.0598854124546051, -0.05551160126924515, -0.05113779008388519, -0.04676397889852524, -0.04239016771316528, -0.03801635652780533, -0.033642545342445374, -0.02926873415708542, -0.024894922971725464, -0.02052111178636551, -0.016147300601005554, -0.0117734894156456, -0.0073996782302856445, -0.0030258670449256897, 0.0013479441404342651, 0.00572175532579422, 0.010095566511154175, 0.01446937769651413, 0.018843188881874084, 0.02321700006723404, 0.027590811252593994, 0.03196462243795395, 0.036338433623313904, 0.04071224480867386, 0.045086055994033813, 0.04945986717939377, 0.05383367836475372, 0.05820748955011368, 0.06258130073547363, 0.06695511192083359, 0.07132892310619354, 0.0757027342915535, 0.08007654547691345, 0.08445035666227341, 0.08882416784763336, 0.09319797903299332, 0.09757179021835327, 0.10194560140371323, 0.10631941258907318, 0.11069322377443314, 0.11506703495979309, 0.11944084614515305, 0.123814657330513, 0.12818846106529236, 0.1325622797012329, 0.13693609833717346, 0.14130990207195282]}, "gradients/layers.7.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 2.0, 0.0, 1.0, 0.0, 0.0, 2.0, 2.0, 2.0, 1.0, 1.0, 3.0, 5.0, 3.0, 2.0, 3.0, 7.0, 6.0, 4.0, 4.0, 23.0, 8.0, 5.0, 4.0, 3.0, 7.0, 3.0, 0.0, 3.0, 4.0, 4.0, 1.0, 1.0, 2.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0], "bins": [-0.002552236430346966, -0.0024630462285131216, -0.0023738557938486338, -0.0022846655920147896, -0.0021954751573503017, -0.0021062849555164576, -0.0020170947536826134, -0.0019279043190181255, -0.0018387141171842813, -0.0017495237989351153, -0.0016603334806859493, -0.0015711431624367833, -0.0014819528441876173, -0.0013927625259384513, -0.001303572324104607, -0.001214382005855441, -0.001125191687606275, -0.001036001369357109, -0.000946811109315604, -0.000857620791066438, -0.0007684305310249329, -0.0006792402127757668, -0.0005900498945266008, -0.0005008596344850957, -0.00041166931623592973, -0.00032247902709059417, -0.0002332887233933434, -0.0001440984196960926, -5.490813055075705e-05, 3.428216587053612e-05, 0.0001234724622918293, 0.00021266276598908007, 0.0003018530551344156, 0.0003910433442797512, 0.00048023363342508674, 0.0005694239516742527, 0.0006586142117157578, 0.0007478045299649239, 0.0008369948482140899, 0.000926185108255595, 0.0010153753682971, 0.001104565686546266, 0.001193756004795432, 0.001282946323044598, 0.0013721366412937641, 0.0014613269595429301, 0.0015505171613767743, 0.0016397074796259403, 0.0017288977978751063, 0.0018180881161242723, 0.0019072784343734384, 0.0019964687526226044, 0.0020856589544564486, 0.0021748493891209364, 0.0022640395909547806, 0.0023532297927886248, 0.0024424202274531126, 0.002531610429286957, 0.0026208008639514446, 0.002709991065785289, 0.002799181267619133, 0.002888371702283621, 0.002977561904117465, 0.003066752338781953, 0.003155942540615797]}, "gradients/layers.7.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 2.0, 3.0, 1.0, 3.0, 6.0, 8.0, 13.0, 20.0, 30.0, 37.0, 39.0, 75.0, 79.0, 136.0, 201.0, 289.0, 440.0, 671.0, 1143.0, 1952.0, 3559.0, 6740.0, 13237.0, 31381.0, 97478.0, 878723.0, 79494.0, 29642.0, 14084.0, 7774.0, 4420.0, 2799.0, 1721.0, 1118.0, 737.0, 521.0, 337.0, 240.0, 159.0, 97.0, 55.0, 54.0, 34.0, 35.0, 14.0, 11.0, 9.0, 10.0, 3.0, 3.0, 3.0, 3.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.006936896126717329, -0.006716482806950808, -0.006496069487184286, -0.006275656167417765, -0.006055242847651243, -0.005834829527884722, -0.0056144162081182, -0.005394002888351679, -0.005173590034246445, -0.004953176714479923, -0.004732763394713402, -0.00451235007494688, -0.004291936755180359, -0.004071523435413837, -0.003851110115647316, -0.0036306967958807945, -0.003410283476114273, -0.0031898701563477516, -0.00296945683658123, -0.0027490435168147087, -0.0025286301970481873, -0.0023082171101123095, -0.002087803790345788, -0.0018673904705792665, -0.001646977150812745, -0.0014265638310462236, -0.0012061505112797022, -0.0009857373079285026, -0.0007653239881619811, -0.0005449106683954597, -0.0003244974068365991, -0.00010408411617390811, 0.00011632917448878288, 0.0003367424651514739, 0.0005571557558141649, 0.0007775690173730254, 0.0009979823371395469, 0.0012183956569060683, 0.001438808860257268, 0.0016592221800237894, 0.0018796354997903109, 0.0021000488195568323, 0.0023204621393233538, 0.0025408754590898752, 0.002761288546025753, 0.0029817018657922745, 0.003202115185558796, 0.0034225285053253174, 0.003642941825091839, 0.0038633551448583603, 0.004083768464624882, 0.004304181784391403, 0.004524595104157925, 0.004745008423924446, 0.0049654217436909676, 0.005185835063457489, 0.0054062483832240105, 0.005626661237329245, 0.005847074557095766, 0.0060674878768622875, 0.006287901196628809, 0.00650831451639533, 0.006728727836161852, 0.006949141155928373, 0.007169554475694895]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 3.0, 0.0, 0.0, 0.0, 1.0, 1.0, 4.0, 1.0, 1.0, 0.0, 2.0, 6.0, 2.0, 11.0, 2.0, 1.0, 0.0, 1.0, 4.0, 2.0, 2.0, 2.0, 2.0, 1.0, 2.0, 1.0, 3.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 2.0], "bins": [-0.040115829557180405, -0.0391831211745739, -0.03825041279196739, -0.037317704409360886, -0.03638499602675438, -0.03545228764414787, -0.03451957926154137, -0.03358687087893486, -0.03265416622161865, -0.031721457839012146, -0.03078874759376049, -0.029856039211153984, -0.028923332691192627, -0.02799062430858612, -0.027057915925979614, -0.026125207543373108, -0.0251924991607666, -0.024259790778160095, -0.02332708239555359, -0.022394374012947083, -0.021461665630340576, -0.02052895911037922, -0.019596250727772713, -0.018663542345166206, -0.0177308339625597, -0.016798125579953194, -0.015865417197346687, -0.014932709746062756, -0.01400000136345625, -0.013067292980849743, -0.012134585529565811, -0.011201877146959305, -0.010269168764352798, -0.009336460381746292, -0.008403751999139786, -0.007471044547855854, -0.006538336165249348, -0.005605627782642841, -0.004672919865697622, -0.0037402117159217596, -0.002807503566145897, -0.0018747954163700342, -0.0009420872665941715, -9.37911681830883e-06, 0.0009233290329575539, 0.0018560371827334166, 0.0027887453325092793, 0.003721453482285142, 0.004654161632061005, 0.005586870014667511, 0.00651957793161273, 0.007452285848557949, 0.008384994231164455, 0.009317702613770962, 0.010250410065054893, 0.0111831184476614, 0.012115826830267906, 0.013048535212874413, 0.013981243595480919, 0.01491395104676485, 0.015846658498048782, 0.01677936688065529, 0.017712075263261795, 0.0186447836458683, 0.019577492028474808]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [8.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0, 16.0, 12.0, 17.0, 9.0, 3.0, 1.0, 6.0, 4.0, 4.0, 11.0, 22.0, 19.0, 31.0, 54.0, 46.0, 45.0, 59.0, 83.0, 104.0, 150.0, 177.0, 226.0, 270.0, 379.0, 508.0, 816.0, 1140.0, 2111.0, 5701.0, 1610.0, 1093.0, 838.0, 662.0, 511.0, 364.0, 277.0, 226.0, 180.0, 120.0, 97.0, 111.0, 68.0, 53.0, 36.0, 37.0, 23.0, 21.0, 11.0, 18.0, 15.0, 4.0, 4.0, 5.0, 7.0, 1.0, 0.0, 5.0], "bins": [-0.013003827072679996, -0.012634760700166225, -0.012265695258975029, -0.011896628886461258, -0.011527563445270061, -0.01115849707275629, -0.010789431631565094, -0.010420365259051323, -0.010051298886537552, -0.009682233445346355, -0.009313167072832584, -0.008944101631641388, -0.008575035259127617, -0.00820596981793642, -0.00783690344542265, -0.007467837538570166, -0.007098771631717682, -0.006729705724865198, -0.006360639818012714, -0.005991573911160231, -0.005622508004307747, -0.005253441631793976, -0.004884375724941492, -0.004515309818089008, -0.004146243911236525, -0.003777178004384041, -0.003408112097531557, -0.0030390459578484297, -0.002669980050995946, -0.002300914144143462, -0.0019318481208756566, -0.001562782097607851, -0.0011937161907553673, -0.0008246502256952226, -0.00045558426063507795, -8.651829557493329e-05, 0.00028254766948521137, 0.000651613634545356, 0.0010206795996055007, 0.0013897456228733063, 0.00175881152972579, 0.0021278774365782738, 0.0024969433434307575, 0.002866009483113885, 0.0032350753899663687, 0.0036041412968188524, 0.00397320743650198, 0.004342273343354464, 0.004711339250206947, 0.005080405157059431, 0.005449471063911915, 0.005818536970764399, 0.006187602877616882, 0.006556669250130653, 0.006925735156983137, 0.007294801063835621, 0.007663866970688105, 0.008032932877540588, 0.00840199925005436, 0.008771064691245556, 0.009140131063759327, 0.009509196504950523, 0.009878262877464294, 0.010247328318655491, 0.010616394691169262]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 0.0, 2.0, 2.0, 1.0, 0.0, 0.0, 2.0, 2.0, 1.0, 1.0, 2.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 2.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0], "bins": [-0.07959916442632675, -0.07561458647251129, -0.07163001596927643, -0.06764544546604156, -0.0636608675122261, -0.05967629328370094, -0.05569171905517578, -0.05170714482665062, -0.04772257059812546, -0.043737996369600296, -0.039753422141075134, -0.03576884791254997, -0.03178427368402481, -0.02779969945549965, -0.023815125226974487, -0.019830550998449326, -0.015845976769924164, -0.011861402541399002, -0.00787682831287384, -0.0038922540843486786, 9.232014417648315e-05, 0.004076894372701645, 0.008061468601226807, 0.012046042829751968, 0.01603061705827713, 0.020015191286802292, 0.023999765515327454, 0.027984339743852615, 0.03196891397237778, 0.03595348820090294, 0.0399380624294281, 0.04392263665795326, 0.047907210886478424, 0.051891785115003586, 0.05587635934352875, 0.05986093357205391, 0.06384550780057907, 0.06783008575439453, 0.0718146562576294, 0.07579922676086426, 0.07978380471467972, 0.08376838266849518, 0.08775295317173004, 0.0917375236749649, 0.09572210162878036, 0.09970667958259583, 0.10369125008583069, 0.10767582058906555, 0.11166039854288101, 0.11564497649669647, 0.11962954699993134, 0.1236141175031662, 0.12759870290756226, 0.13158327341079712, 0.13556784391403198, 0.13955241441726685, 0.1435369849205017, 0.14752157032489777, 0.15150614082813263, 0.1554907113313675, 0.15947529673576355, 0.1634598672389984, 0.16744443774223328, 0.17142900824546814, 0.175413578748703]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [2.0, 0.0, 2.0, 1.0, 2.0, 5.0, 2.0, 1.0, 3.0, 6.0, 8.0, 9.0, 11.0, 12.0, 10.0, 6.0, 8.0, 11.0, 11.0, 8.0, 12.0, 20.0, 14.0, 16.0, 38.0, 17.0, 11.0, 8.0, 4.0, 3.0, 6.0, 0.0, 3.0, 1.0, 2.0, 2.0, 3.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 2.0], "bins": [-0.04536285251379013, -0.043526265770196915, -0.0416896753013134, -0.039853088557720184, -0.03801650181412697, -0.036179911345243454, -0.03434332460165024, -0.03250673785805702, -0.030670147389173508, -0.028833560645580292, -0.026996972039341927, -0.02516038343310356, -0.023323796689510345, -0.02148720808327198, -0.019650619477033615, -0.0178140327334404, -0.015977444127202034, -0.014140856452286243, -0.012304267846047878, -0.010467680171132088, -0.008631091564893723, -0.006794503889977932, -0.004957916215062141, -0.0031213280744850636, -0.0012847399339079857, 0.0005518480902537704, 0.0023884361144155264, 0.004225024022161961, 0.0060616121627390385, 0.007898200303316116, 0.009734787978231907, 0.011571376584470272, 0.013407964259386063, 0.015244551934301853, 0.017081139609217644, 0.01891772821545601, 0.020754316821694374, 0.02259090356528759, 0.024427492171525955, 0.02626408077776432, 0.028100669384002686, 0.0299372561275959, 0.03177384287118912, 0.03361043334007263, 0.03544702008366585, 0.037283606827259064, 0.03912019729614258, 0.040956784039735794, 0.04279337078332901, 0.044629961252212524, 0.04646654799580574, 0.048303138464689255, 0.05013972520828247, 0.05197631195187569, 0.0538129024207592, 0.05564948916435242, 0.05748607590794563, 0.05932266637682915, 0.06115925312042236, 0.06299584358930588, 0.0648324266076088, 0.06666901707649231, 0.06850560754537582, 0.07034219056367874, 0.07217878103256226]}, "_runtime": 172.69383192062378, "_timestamp": 1596226600.453586, "_step": 46} -{"val_accuracy": 0.825789098173516, "val_loss": 0.45604135252569367, "_runtime": 179.38776087760925, "_timestamp": 1596226607.147515, "_step": 47} -{"examples": {"width": 28, "height": 28, "format": "png", "count": 4, "_type": "images", "captions": ["Prediction: V Confidence: 0.565 Truth: v", "Prediction: 5 Confidence: 1.000 Truth: 5", "Prediction: 2 Confidence: 0.999 Truth: 2", "Prediction: 0 Confidence: 0.585 Truth: 0"]}, "_runtime": 179.685631275177, "_timestamp": 1596226607.4453855, "_step": 48} -{"gradients/layers.10.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 2.0, 2.0, 1.0, 2.0, 0.0, 0.0, 2.0, 0.0, 1.0, 3.0, 3.0, 3.0, 5.0, 4.0, 8.0, 5.0, 3.0, 0.0, 1.0, 2.0, 1.0, 1.0, 2.0, 2.0, 0.0, 1.0, 2.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.01417795941233635, -0.013787046074867249, -0.013396132737398148, -0.013005218468606472, -0.012614305131137371, -0.01222339179366827, -0.01183247845619917, -0.011441565118730068, -0.011050650849938393, -0.010659737512469292, -0.01026882417500019, -0.00987791083753109, -0.009486997500061989, -0.009096084162592888, -0.008705169893801212, -0.008314256556332111, -0.00792334321886301, -0.0075324298813939095, -0.007141516078263521, -0.00675060274079442, -0.006359688937664032, -0.005968775600194931, -0.00557786226272583, -0.005186948459595442, -0.004796035122126341, -0.00440512178465724, -0.004014207981526852, -0.0036232946440577507, -0.003232381073758006, -0.0028414675034582615, -0.0024505541659891605, -0.002059640595689416, -0.0016687270253896713, -0.0012778134550899267, -0.0008869000012055039, -0.0004959864891134202, -0.00010507297702133656, 0.00028584053507074714, 0.0006767540471628308, 0.0010676675010472536, 0.0014585810713469982, 0.0018494946416467428, 0.0022404082119464874, 0.0026313215494155884, 0.003022235119715333, 0.0034131486900150776, 0.0038040620274841785, 0.004194975830614567, 0.004585889168083668, 0.004976802505552769, 0.005367716308683157, 0.005758629646152258, 0.006149543449282646, 0.006540456786751747, 0.006931370124220848, 0.007322283927351236, 0.007713197264820337, 0.008104111067950726, 0.008495024405419827, 0.008885937742888927, 0.009276851080358028, 0.00966776441782713, 0.010058678686618805, 0.010449592024087906, 0.010840505361557007]}, "gradients/layers.10.weight": {"_type": "histogram", "values": [2.0, 0.0, 3.0, 0.0, 0.0, 1.0, 2.0, 3.0, 2.0, 1.0, 3.0, 7.0, 5.0, 4.0, 5.0, 6.0, 6.0, 12.0, 15.0, 20.0, 25.0, 21.0, 28.0, 49.0, 64.0, 85.0, 106.0, 166.0, 298.0, 849.0, 5178.0, 335.0, 176.0, 118.0, 70.0, 58.0, 42.0, 44.0, 26.0, 23.0, 16.0, 10.0, 7.0, 5.0, 5.0, 4.0, 5.0, 8.0, 3.0, 2.0, 2.0, 4.0, 1.0, 4.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.10947482287883759, -0.10582669079303741, -0.10217855870723724, -0.09853042662143707, -0.0948822945356369, -0.09123416244983673, -0.08758603036403656, -0.08393789827823639, -0.08028976619243622, -0.07664163410663605, -0.07299350202083588, -0.0693453699350357, -0.06569723784923553, -0.06204910948872566, -0.05840097740292549, -0.05475284531712532, -0.05110471323132515, -0.04745658114552498, -0.04380844905972481, -0.04016031697392464, -0.036512184888124466, -0.032864052802324295, -0.029215922579169273, -0.025567790493369102, -0.02191965840756893, -0.01827152632176876, -0.01462339423596859, -0.010975263081490993, -0.007327130995690823, -0.0036789991427212954, -3.086728975176811e-05, 0.003617264563217759, 0.007265396416187286, 0.010913528501987457, 0.014561660587787628, 0.0182097926735878, 0.02185792475938797, 0.02550605498254299, 0.029154187068343163, 0.03280232101678848, 0.036450453102588654, 0.040098581463098526, 0.0437467135488987, 0.04739484563469887, 0.05104297772049904, 0.05469110980629921, 0.05833924189209938, 0.06198737397789955, 0.06563550233840942, 0.0692836344242096, 0.07293176651000977, 0.07657989859580994, 0.08022803068161011, 0.08387616276741028, 0.08752429485321045, 0.09117242693901062, 0.09482055902481079, 0.09846869111061096, 0.10211682319641113, 0.1057649552822113, 0.10941308736801147, 0.11306121945381165, 0.11670935153961182, 0.12035748362541199, 0.12400561571121216]}, "gradients/layers.7.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 3.0, 2.0, 1.0, 1.0, 1.0, 4.0, 1.0, 0.0, 3.0, 2.0, 3.0, 1.0, 2.0, 4.0, 2.0, 4.0, 4.0, 5.0, 23.0, 5.0, 8.0, 3.0, 5.0, 5.0, 5.0, 2.0, 3.0, 4.0, 1.0, 1.0, 3.0, 2.0, 0.0, 3.0, 3.0, 1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.003040725365281105, -0.002958676777780056, -0.002876628190279007, -0.002794579602777958, -0.002712531015276909, -0.00263048242777586, -0.0025484340731054544, -0.0024663854856044054, -0.0023843368981033564, -0.0023022883106023073, -0.0022202397231012583, -0.0021381911356002092, -0.00205614254809916, -0.001974093960598111, -0.001892045489512384, -0.001809996902011335, -0.0017279483145102859, -0.0016458997270092368, -0.0015638511395081878, -0.0014818026684224606, -0.0013997540809214115, -0.0013177054934203625, -0.0012356569059193134, -0.0011536083184182644, -0.0010715597309172153, -0.0009895112598314881, -0.0009074626723304391, -0.00082541408482939, -0.000743365497328341, -0.0006613169680349529, -0.0005792683805339038, -0.0004972198512405157, -0.00041517126373946667, -0.0003331227053422481, -0.0002510741469450295, -0.00016902555944398046, -8.697700104676187e-05, -4.928435373585671e-06, 7.712013029959053e-05, 0.00015916870324872434, 0.00024121726164594293, 0.0003232658200431615, 0.0004053143784403801, 0.00048736296594142914, 0.0005694115534424782, 0.0006514600827358663, 0.0007335086702369153, 0.0008155571995303035, 0.0008976057870313525, 0.0009796543745324016, 0.0010617029620334506, 0.0011437514331191778, 0.0012258000206202269, 0.001307848608121276, 0.001389897195622325, 0.001471945783123374, 0.001553994370624423, 0.0016360428417101502, 0.0017180914292111993, 0.0018001400167122483, 0.0018821886042132974, 0.0019642370752990246, 0.0020462856628000736, 0.0021283342503011227, 0.0022103828378021717]}, "gradients/layers.7.weight": {"_type": "histogram", "values": [2.0, 0.0, 3.0, 0.0, 3.0, 6.0, 10.0, 4.0, 14.0, 18.0, 27.0, 33.0, 51.0, 61.0, 90.0, 113.0, 155.0, 202.0, 275.0, 333.0, 449.0, 595.0, 789.0, 1134.0, 1632.0, 2373.0, 3587.0, 5797.0, 9874.0, 18696.0, 43011.0, 167468.0, 809572.0, 51369.0, 24062.0, 13565.0, 7925.0, 5233.0, 3351.0, 2255.0, 1532.0, 1112.0, 778.0, 559.0, 431.0, 277.0, 202.0, 177.0, 131.0, 81.0, 64.0, 46.0, 28.0, 29.0, 18.0, 16.0, 8.0, 8.0, 3.0, 4.0, 1.0, 2.0, 2.0, 2.0], "bins": [-0.005360466428101063, -0.005193773657083511, -0.00502708088606596, -0.004860387649387121, -0.00469369487836957, -0.004527002107352018, -0.004360309336334467, -0.0041936165653169155, -0.004026923328638077, -0.003860230790451169, -0.003693537786602974, -0.0035268450155854225, -0.003360152244567871, -0.003193459240719676, -0.0030267664697021246, -0.0028600734658539295, -0.002693380694836378, -0.0025266879238188267, -0.0023599949199706316, -0.00219330214895308, -0.002026609145104885, -0.0018599163740873337, -0.0016932236030697823, -0.001526530715636909, -0.0013598378282040358, -0.0011931449407711625, -0.0010264520533382893, -0.0008597592823207378, -0.0006930663948878646, -0.0005263735074549913, -0.000359680678229779, -0.0001929878199007362, -2.629496157169342e-05, 0.00014039789675734937, 0.00030709075508639216, 0.00047378361341543496, 0.0006404764717444777, 0.000807169359177351, 0.0009738621884025633, 0.0011405550176277757, 0.001307247905060649, 0.0014739407924935222, 0.0016406336799263954, 0.0018073264509439468, 0.0019740192219614983, 0.0021407122258096933, 0.0023074049968272448, 0.00247409800067544, 0.0026407907716929913, 0.0028074835427105427, 0.0029741765465587378, 0.003140869317576289, 0.0033075623214244843, 0.0034742550924420357, 0.003640947863459587, 0.003807640867307782, 0.00397433340549469, 0.004141026642173529, 0.00430771941319108, 0.0044744121842086315, 0.004641104955226183, 0.004807797726243734, 0.004974490962922573, 0.0051411837339401245, 0.005307876504957676]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [1.0, 1.0, 1.0, 0.0, 1.0, 2.0, 6.0, 4.0, 4.0, 5.0, 0.0, 3.0, 2.0, 10.0, 3.0, 3.0, 4.0, 2.0, 2.0, 2.0, 2.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.012082965113222599, -0.01118894200772047, -0.010294918902218342, -0.009400896728038788, -0.00850687362253666, -0.007612850517034531, -0.006718827411532402, -0.005824804771691561, -0.004930781666189432, -0.0040367585606873035, -0.0031427359208464622, -0.0022487128153443336, -0.0013546899426728487, -0.00046066701179370284, 0.000433355919085443, 0.0013273789081722498, 0.0022214017808437347, 0.0031154246535152197, 0.004009447526186705, 0.004903470631688833, 0.0057974932715296745, 0.006691516377031803, 0.007585539482533932, 0.00847956258803606, 0.009373584762215614, 0.010267607867717743, 0.011161630973219872, 0.012055654078722, 0.012949677184224129, 0.013843700289726257, 0.014737722463905811, 0.015631746500730515, 0.016525767743587494, 0.017419790849089622, 0.01831381395459175, 0.01920783706009388, 0.02010186016559601, 0.020995883271098137, 0.021889906376600266, 0.022783929482102394, 0.023677952587604523, 0.02457197569310665, 0.02546599879860878, 0.02636002004146576, 0.027254043146967888, 0.028148066252470016, 0.029042089357972145, 0.029936112463474274, 0.030830135568976402, 0.03172415867447853, 0.03261817991733551, 0.03351220488548279, 0.03440622612833977, 0.035300251096487045, 0.036194272339344025, 0.0370882973074913, 0.03798231855034828, 0.03887634351849556, 0.03977036476135254, 0.04066438600420952, 0.041558410972356796, 0.042452432215213776, 0.04334645718336105, 0.04424047842621803, 0.04513450339436531]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [2.0, 1.0, 0.0, 5.0, 3.0, 2.0, 7.0, 21.0, 25.0, 27.0, 36.0, 55.0, 84.0, 108.0, 160.0, 208.0, 295.0, 455.0, 593.0, 860.0, 1198.0, 1828.0, 6155.0, 2281.0, 1160.0, 695.0, 528.0, 414.0, 279.0, 204.0, 169.0, 137.0, 95.0, 87.0, 48.0, 32.0, 21.0, 9.0, 23.0, 16.0, 16.0, 8.0, 9.0, 9.0, 4.0, 5.0, 1.0, 0.0, 0.0, 0.0, 4.0, 5.0, 2.0, 12.0, 8.0, 8.0, 6.0, 0.0, 0.0, 0.0, 0.0, 1.0, 3.0, 5.0], "bins": [-0.008011354133486748, -0.007659415248781443, -0.007307476829737425, -0.00695553794503212, -0.006603599525988102, -0.006251660641282797, -0.005899722222238779, -0.005547783337533474, -0.005195844918489456, -0.004843906033784151, -0.004491967149078846, -0.004140028730034828, -0.003788089845329523, -0.0034361511934548616, -0.0030842125415802, -0.0027322738897055387, -0.0023803352378308773, -0.002028396585956216, -0.0016764579340815544, -0.0013245191657915711, -0.0009725805139169097, -0.0006206418620422482, -0.0002687031519599259, 8.323552901856601e-05, 0.0004351742099970579, 0.0007871128618717194, 0.0011390515137463808, 0.001490990282036364, 0.0018429289339110255, 0.002194867702201009, 0.0025468063540756702, 0.0028987450059503317, 0.003250683657824993, 0.0036026223096996546, 0.003954560961574316, 0.004306499846279621, 0.004658438265323639, 0.005010377150028944, 0.005362315569072962, 0.005714254453778267, 0.006066192872822285, 0.00641813175752759, 0.006770070642232895, 0.007122009061276913, 0.007473947945982218, 0.007825886830687523, 0.00817782524973154, 0.008529763668775558, 0.008881703019142151, 0.009233641438186169, 0.009585579857230186, 0.009937518276274204, 0.010289457626640797, 0.010641396045684814, 0.010993334464728832, 0.01134527288377285, 0.011697212234139442, 0.01204915065318346, 0.012401089072227478, 0.01275302842259407, 0.013104966841638088, 0.013456905260682106, 0.013808843679726124, 0.014160783030092716, 0.014512721449136734]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 2.0, 1.0, 1.0, 1.0, 1.0, 0.0, 2.0, 1.0, 3.0, 1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 2.0, 0.0, 3.0, 1.0, 0.0, 2.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.10429397970438004, -0.1015440970659256, -0.09879422187805176, -0.09604433923959732, -0.09329445660114288, -0.09054458141326904, -0.0877946987748146, -0.08504481613636017, -0.08229494094848633, -0.07954505831003189, -0.07679517567157745, -0.07404529303312302, -0.07129541784524918, -0.06854553520679474, -0.0657956525683403, -0.06304577738046646, -0.060295894742012024, -0.057546015828847885, -0.05479613319039345, -0.05204625427722931, -0.04929637163877487, -0.04654649272561073, -0.043796613812446594, -0.04104673117399216, -0.03829685226082802, -0.03554697334766388, -0.03279709070920944, -0.030047211796045303, -0.027297331020236015, -0.024547450244426727, -0.02179757133126259, -0.0190476905554533, -0.016297809779644012, -0.013547929003834724, -0.010798049159348011, -0.008048169314861298, -0.00529828853905201, -0.002548408228904009, 0.00020147208124399185, 0.0029513523913919926, 0.005701232701539993, 0.008451113477349281, 0.011200993321835995, 0.013950873166322708, 0.016700753942131996, 0.019450634717941284, 0.022200513631105423, 0.02495039440691471, 0.027700275182724, 0.030450155958533287, 0.033200036734342575, 0.035949915647506714, 0.03869979828596115, 0.04144967719912529, 0.04419955611228943, 0.046949438750743866, 0.049699317663908005, 0.052449196577072144, 0.05519907921552658, 0.05794895812869072, 0.06069883704185486, 0.0634487196803093, 0.06619860231876373, 0.06894847750663757, 0.07169836014509201]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [2.0, 0.0, 2.0, 1.0, 0.0, 2.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 2.0, 0.0, 0.0, 4.0, 2.0, 5.0, 5.0, 5.0, 7.0, 6.0, 4.0, 2.0, 8.0, 7.0, 7.0, 5.0, 2.0, 8.0, 17.0, 13.0, 12.0, 28.0, 13.0, 19.0, 7.0, 11.0, 8.0, 7.0, 9.0, 9.0, 6.0, 3.0, 1.0, 4.0, 2.0, 3.0, 1.0, 5.0, 2.0, 6.0, 2.0, 3.0, 2.0, 2.0, 1.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 2.0], "bins": [-0.04042584076523781, -0.03921424597501755, -0.03800265118479729, -0.036791056394577026, -0.035579461604356766, -0.034367866814136505, -0.033156272023916245, -0.031944677233695984, -0.030733082443475723, -0.029521487653255463, -0.028309892863035202, -0.02709829807281494, -0.02588670328259468, -0.02467510849237442, -0.02346351370215416, -0.0222519189119339, -0.02104032412171364, -0.019828729331493378, -0.018617134541273117, -0.017405539751052856, -0.016193944960832596, -0.014982350170612335, -0.013770755380392075, -0.012559160590171814, -0.011347565799951553, -0.010135971009731293, -0.008924376219511032, -0.0077127814292907715, -0.006501186639070511, -0.00528959184885025, -0.00407799705862999, -0.002866402268409729, -0.0016548074781894684, -0.00044321268796920776, 0.0007683821022510529, 0.0019799768924713135, 0.003191571682691574, 0.004403166472911835, 0.005614761263132095, 0.006826356053352356, 0.008037950843572617, 0.009249545633792877, 0.010461140424013138, 0.011672735214233398, 0.012884330004453659, 0.01409592479467392, 0.01530751958489418, 0.01651911437511444, 0.0177307091653347, 0.018942303955554962, 0.020153898745775223, 0.021365493535995483, 0.022577088326215744, 0.023788683116436005, 0.025000277906656265, 0.026211872696876526, 0.027423467487096786, 0.028635062277317047, 0.029846657067537308, 0.03105825185775757, 0.03226984664797783, 0.03348144143819809, 0.03469303622841835, 0.03590463101863861, 0.03711622580885887]}, "_runtime": 181.922119140625, "_timestamp": 1596226609.6818733, "_step": 49} -{"gradients/layers.10.bias": {"_type": "histogram", "values": [1.0, 0.0, 1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 3.0, 1.0, 1.0, 1.0, 2.0, 3.0, 0.0, 1.0, 1.0, 1.0, 2.0, 4.0, 0.0, 5.0, 4.0, 4.0, 3.0, 1.0, 1.0, 1.0, 0.0, 2.0, 3.0, 1.0, 1.0, 1.0, 2.0, 0.0, 0.0, 1.0, 1.0, 0.0, 2.0, 1.0, 1.0, 0.0, 1.0, 0.0, 1.0], "bins": [-0.009961262345314026, -0.009702215902507305, -0.00944316852837801, -0.009184122085571289, -0.008925074711441994, -0.008666028268635273, -0.008406981825828552, -0.008147934451699257, -0.007888888008892536, -0.007629841100424528, -0.00737079419195652, -0.007111747749149799, -0.006852700840681791, -0.006593653932213783, -0.0063346074894070625, -0.0060755605809390545, -0.0058165136724710464, -0.005557466764003038, -0.00529841985553503, -0.00503937341272831, -0.004780326504260302, -0.0045212795957922935, -0.004262233152985573, -0.004003186244517565, -0.0037441393360495567, -0.0034850924275815487, -0.0032260457519441843, -0.00296699907630682, -0.002707952167838812, -0.002448905259370804, -0.0021898585837334394, -0.0019308117916807532, -0.001671764999628067, -0.0014127182075753808, -0.0011536714155226946, -0.0008946246234700084, -0.0006355778314173222, -0.00037653103936463594, -0.00011748424731194973, 0.00014156254474073648, 0.0004006093367934227, 0.0006596561288461089, 0.0009187029208987951, 0.0011777497129514813, 0.0014367965050041676, 0.0016958432970568538, 0.00195489008910954, 0.0022139367647469044, 0.0024729836732149124, 0.0027320305816829205, 0.002991077257320285, 0.0032501239329576492, 0.0035091708414256573, 0.0037682177498936653, 0.004027264192700386, 0.004286311101168394, 0.004545358009636402, 0.00480440491810441, 0.005063451826572418, 0.005322498269379139, 0.005581545177847147, 0.005840592086315155, 0.006099638529121876, 0.006358685437589884, 0.006617732346057892]}, "gradients/layers.10.weight": {"_type": "histogram", "values": [3.0, 2.0, 3.0, 1.0, 2.0, 1.0, 0.0, 0.0, 3.0, 3.0, 1.0, 6.0, 3.0, 5.0, 11.0, 4.0, 9.0, 11.0, 20.0, 13.0, 16.0, 25.0, 29.0, 28.0, 43.0, 43.0, 68.0, 83.0, 78.0, 139.0, 203.0, 391.0, 5325.0, 475.0, 242.0, 151.0, 93.0, 76.0, 56.0, 54.0, 45.0, 23.0, 29.0, 21.0, 17.0, 18.0, 14.0, 13.0, 10.0, 4.0, 2.0, 5.0, 5.0, 4.0, 0.0, 2.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0], "bins": [-0.08649185299873352, -0.08382585644721985, -0.08115985989570618, -0.0784938633441925, -0.07582786679267883, -0.07316187024116516, -0.07049587368965149, -0.06782987713813782, -0.06516388058662415, -0.06249788776040077, -0.0598318912088871, -0.05716589465737343, -0.054499901831150055, -0.05183390527963638, -0.04916790872812271, -0.04650191217660904, -0.04383591562509537, -0.041169919073581696, -0.038503922522068024, -0.03583792597055435, -0.03317192941904068, -0.030505934730172157, -0.027839940041303635, -0.025173943489789963, -0.02250794693827629, -0.01984195038676262, -0.017175953835248947, -0.014509959146380424, -0.011843962594866753, -0.00917796604335308, -0.0065119704231619835, -0.003845974337309599, -0.0011799782514572144, 0.0014860178343951702, 0.004152013920247555, 0.006818010006099939, 0.009484006091952324, 0.012150002643465996, 0.014815998263657093, 0.01748199388384819, 0.020147990435361862, 0.022813986986875534, 0.025479983538389206, 0.02814597822725773, 0.0308119747787714, 0.03347796946763992, 0.036143966019153595, 0.03880996257066727, 0.04147595912218094, 0.04414195567369461, 0.04680795222520828, 0.049473948776721954, 0.052139945328235626, 0.054805938154459, 0.05747193470597267, 0.06013793125748634, 0.06280392408370972, 0.06546992063522339, 0.06813591718673706, 0.07080191373825073, 0.0734679102897644, 0.07613390684127808, 0.07879990339279175, 0.08146589994430542, 0.08413189649581909]}, "gradients/layers.7.bias": {"_type": "histogram", "values": [4.0, 1.0, 0.0, 4.0, 2.0, 3.0, 4.0, 3.0, 4.0, 1.0, 1.0, 0.0, 6.0, 2.0, 0.0, 5.0, 5.0, 3.0, 3.0, 4.0, 1.0, 21.0, 4.0, 4.0, 3.0, 4.0, 6.0, 2.0, 1.0, 4.0, 2.0, 3.0, 4.0, 4.0, 2.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 2.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.0015639475313946605, -0.0014910065801814198, -0.0014180655125528574, -0.0013451245613396168, -0.0012721834937110543, -0.0011992425424978137, -0.0011263014748692513, -0.0010533605236560106, -0.00098041957244277, -0.0009074785048142076, -0.000834537495393306, -0.0007615964859724045, -0.0006886555347591639, -0.0006157145253382623, -0.0005427735159173608, -0.00046983250649645925, -0.0003968914970755577, -0.00032395048765465617, -0.00025100947823375463, -0.00017806849791668355, -0.00010512748849578202, -3.2186486350838095e-05, 4.075451579410583e-05, 0.00011369551793904975, 0.00018663652008399367, 0.0002595775295048952, 0.00033251853892579675, 0.00040545951924286783, 0.00047840052866376936, 0.0005513415089808404, 0.000624282518401742, 0.0006972235278226435, 0.0007701645372435451, 0.0008431055466644466, 0.0009160465560853481, 0.0009889875072985888, 0.0010619285749271512, 0.0011348695261403918, 0.0012078105937689543, 0.001280751544982195, 0.0013536924961954355, 0.001426633563823998, 0.0014995745150372386, 0.001572515582665801, 0.0016454565338790417, 0.0017183976015076041, 0.0017913385527208447, 0.0018642796203494072, 0.0019372205715626478, 0.0020101615227758884, 0.002083102473989129, 0.0021560436580330133, 0.002228984609246254, 0.0023019255604594946, 0.002374866511672735, 0.0024478076957166195, 0.00252074864692986, 0.0025936895981431007, 0.0026666305493563414, 0.002739571500569582, 0.0028125126846134663, 0.002885453635826707, 0.0029583945870399475, 0.003031335538253188, 0.0031042764894664288]}, "gradients/layers.7.weight": {"_type": "histogram", "values": [2.0, 0.0, 1.0, 1.0, 1.0, 4.0, 7.0, 8.0, 16.0, 23.0, 47.0, 63.0, 108.0, 151.0, 237.0, 365.0, 665.0, 1032.0, 1880.0, 3641.0, 7864.0, 18741.0, 59545.0, 938903.0, 98296.0, 25839.0, 10483.0, 4951.0, 2563.0, 1446.0, 905.0, 560.0, 344.0, 227.0, 156.0, 119.0, 100.0, 81.0, 66.0, 32.0, 36.0, 25.0, 17.0, 12.0, 15.0, 8.0, 14.0, 10.0, 5.0, 7.0, 3.0, 4.0, 3.0, 5.0, 2.0, 0.0, 1.0, 1.0, 3.0, 2.0, 0.0, 1.0, 0.0, 1.0], "bins": [-0.006113941315561533, -0.0058561284095048904, -0.005598315969109535, -0.00534050352871418, -0.0050826906226575375, -0.004824877716600895, -0.00456706527620554, -0.0043092528358101845, -0.004051439929753542, -0.003793627256527543, -0.003535814583301544, -0.0032780019100755453, -0.0030201892368495464, -0.0027623765636235476, -0.0025045638903975487, -0.00224675121717155, -0.001988938543945551, -0.001731125870719552, -0.0014733131974935532, -0.0012155005242675543, -0.0009576878510415554, -0.0006998751778155565, -0.00044206250458955765, -0.00018424983136355877, 7.356284186244011e-05, 0.000331375515088439, 0.0005891881883144379, 0.0008470008615404367, 0.0011048135347664356, 0.0013626262079924345, 0.0016204388812184334, 0.0018782515544444323, 0.002136064227670431, 0.00239387690089643, 0.002651689574122429, 0.0029095022473484278, 0.0031673149205744267, 0.0034251275938004255, 0.0036829402670264244, 0.00394075270742178, 0.004198565613478422, 0.004456378519535065, 0.00471419095993042, 0.004972003400325775, 0.005229816306382418, 0.00548762921243906, 0.0057454416528344154, 0.006003254093229771, 0.006261066999286413, 0.006518879905343056, 0.006776692345738411, 0.007034504786133766, 0.007292317692190409, 0.007550130598247051, 0.0078079430386424065, 0.008065755479037762, 0.008323568850755692, 0.008581381291151047, 0.008839193731546402, 0.009097006171941757, 0.009354818612337112, 0.009612631984055042, 0.009870444424450397, 0.010128256864845753, 0.010386070236563683]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 3.0, 2.0, 0.0, 2.0, 0.0, 1.0, 1.0, 1.0, 0.0, 2.0, 4.0, 2.0, 1.0, 9.0, 1.0, 2.0, 1.0, 1.0, 2.0, 1.0, 3.0, 1.0, 2.0, 5.0, 1.0, 0.0, 0.0, 0.0, 1.0, 4.0, 0.0, 1.0, 0.0, 0.0, 2.0, 1.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.019156768918037415, -0.018650051206350327, -0.01814333349466324, -0.01763661578297615, -0.017129898071289062, -0.016623180359601974, -0.016116462647914886, -0.015609744004905224, -0.015103026293218136, -0.014596308581531048, -0.01408959086984396, -0.013582873158156872, -0.01307615451514721, -0.012569436803460121, -0.012062719091773033, -0.011556001380085945, -0.011049283668398857, -0.010542565956711769, -0.010035848245024681, -0.009529130533337593, -0.009022412821650505, -0.008515694178640842, -0.008008976466953754, -0.007502258755266666, -0.006995541043579578, -0.00648882333189249, -0.005982105620205402, -0.005475387442857027, -0.004968669731169939, -0.004461952019482851, -0.003955233842134476, -0.0034485161304473877, -0.0029417984187602997, -0.0024350807070732117, -0.00192836276255548, -0.0014216449344530702, -0.0009149271063506603, -0.0004082092782482505, 9.850854985415936e-05, 0.0006052263779565692, 0.001111944206058979, 0.0016186620341613889, 0.0021253798622637987, 0.0026320978067815304, 0.0031388155184686184, 0.0036455332301557064, 0.004152251407504082, 0.00465896911919117, 0.005165686830878258, 0.005672404542565346, 0.006179122254252434, 0.006685840431600809, 0.007192558143287897, 0.007699275854974985, 0.00820599403232336, 0.008712711744010448, 0.009219429455697536, 0.009726147167384624, 0.010232864879071712, 0.0107395825907588, 0.011246301233768463, 0.011753018945455551, 0.01225973665714264, 0.012766454368829727, 0.013273172080516815]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [3.0, 0.0, 3.0, 1.0, 0.0, 1.0, 3.0, 1.0, 2.0, 6.0, 3.0, 3.0, 7.0, 4.0, 12.0, 15.0, 7.0, 19.0, 38.0, 40.0, 39.0, 44.0, 55.0, 68.0, 107.0, 134.0, 196.0, 263.0, 366.0, 498.0, 718.0, 978.0, 1436.0, 5417.0, 2526.0, 1399.0, 1009.0, 811.0, 559.0, 402.0, 308.0, 242.0, 150.0, 134.0, 104.0, 66.0, 57.0, 38.0, 40.0, 24.0, 18.0, 13.0, 13.0, 12.0, 6.0, 6.0, 2.0, 3.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.010896086692810059, -0.010575217194855213, -0.010254346765577793, -0.009933477267622948, -0.009612607769668102, -0.009291738271713257, -0.008970867842435837, -0.008649998344480991, -0.008329128846526146, -0.008008258417248726, -0.0076873889192938805, -0.007366519421339035, -0.007045649457722902, -0.006724779959768057, -0.006403909996151924, -0.006083040498197079, -0.005762170534580946, -0.005441300570964813, -0.005120431073009968, -0.004799561109393835, -0.00447869161143899, -0.004157821647822857, -0.003836951917037368, -0.0035160821862518787, -0.0031952124554663897, -0.0028743427246809006, -0.0025534729938954115, -0.0022326032631099224, -0.0019117334159091115, -0.0015908636851236224, -0.0012699938379228115, -0.0009491241071373224, -0.0006282543763518333, -0.0003073846164625138, 1.3485143426805735e-05, 0.0003343549033161253, 0.0006552246632054448, 0.0009760943939909339, 0.0012969642411917448, 0.0016178339719772339, 0.001938703702762723, 0.002259573433548212, 0.002580443164333701, 0.00290131289511919, 0.003222182858735323, 0.003543052589520812, 0.003863922320306301, 0.0041847918182611465, 0.004505661781877279, 0.004826531745493412, 0.0051474012434482574, 0.00546827120706439, 0.005789140705019236, 0.006110010668635368, 0.006430880166590214, 0.0067517501302063465, 0.007072620093822479, 0.007393489591777325, 0.007714359555393457, 0.00803522951900959, 0.008356099016964436, 0.008676968514919281, 0.008997838012874126, 0.009318708442151546, 0.009639577940106392]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [2.0, 0.0, 0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 3.0, 1.0, 0.0, 1.0, 2.0, 0.0, 1.0, 3.0, 1.0, 1.0, 2.0, 0.0, 0.0, 2.0, 0.0, 2.0, 3.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.045524295419454575, -0.0429704487323761, -0.04041660577058792, -0.037862759083509445, -0.03530891612172127, -0.03275506943464279, -0.030201224610209465, -0.02764737978577614, -0.02509353496134281, -0.022539690136909485, -0.019985845312476158, -0.01743200048804283, -0.01487815473228693, -0.012324309907853603, -0.009770464152097702, -0.007216619327664375, -0.004662774503231049, -0.002108929445967078, 0.00044491561129689217, 0.0029987606685608625, 0.005552605725824833, 0.00810645055025816, 0.010660296306014061, 0.013214141130447388, 0.015767985954880714, 0.01832183077931404, 0.020875675603747368, 0.023429520428180695, 0.02598336711525917, 0.028537211939692497, 0.031091056764125824, 0.033644899725914, 0.03619874641299248, 0.03875259310007095, 0.04130643606185913, 0.04386028274893761, 0.046414125710725784, 0.04896797239780426, 0.05152181535959244, 0.054075662046670914, 0.05662950873374939, 0.05918335169553757, 0.06173719838261604, 0.06429104506969452, 0.0668448880314827, 0.06939873099327087, 0.07195257395505905, 0.07450642436742783, 0.077060267329216, 0.07961411029100418, 0.08216796070337296, 0.08472180366516113, 0.08727564662694931, 0.08982948958873749, 0.09238334000110626, 0.09493718296289444, 0.09749102592468262, 0.10004487633705139, 0.10259871929883957, 0.10515256226062775, 0.10770640522241592, 0.1102602556347847, 0.11281409859657288, 0.11536794155836105, 0.11792178452014923]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [1.0, 3.0, 1.0, 0.0, 3.0, 0.0, 2.0, 2.0, 0.0, 3.0, 2.0, 2.0, 2.0, 3.0, 2.0, 8.0, 12.0, 10.0, 15.0, 19.0, 19.0, 12.0, 17.0, 19.0, 18.0, 48.0, 18.0, 2.0, 6.0, 4.0, 8.0, 6.0, 1.0, 0.0, 0.0, 2.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 2.0, 1.0, 0.0, 0.0, 2.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 2.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0], "bins": [-0.029892804101109505, -0.028705628588795662, -0.02751845307648182, -0.026331277564167976, -0.025144102051854134, -0.02395692653954029, -0.022769751027226448, -0.021582575514912605, -0.020395400002598763, -0.01920822449028492, -0.018021048977971077, -0.016833873465657234, -0.01564669795334339, -0.014459522441029549, -0.013272346928715706, -0.012085171416401863, -0.01089799590408802, -0.009710820391774178, -0.008523644879460335, -0.007336469367146492, -0.006149293854832649, -0.0049621183425188065, -0.0037749428302049637, -0.002587767317891121, -0.0014005918055772781, -0.00021341629326343536, 0.0009737592190504074, 0.00216093473136425, 0.003348110243678093, 0.004535285755991936, 0.0057224612683057785, 0.006909636780619621, 0.008096812292933464, 0.009283987805247307, 0.01047116331756115, 0.011658338829874992, 0.012845514342188835, 0.014032689854502678, 0.01521986536681652, 0.016407040879130363, 0.017594216391444206, 0.01878139190375805, 0.019968567416071892, 0.021155742928385735, 0.022342918440699577, 0.02353009395301342, 0.024717269465327263, 0.025904444977641106, 0.02709162048995495, 0.02827879600226879, 0.029465971514582634, 0.030653147026896477, 0.03184032440185547, 0.03302749991416931, 0.034214675426483154, 0.035401850938797, 0.03658902645111084, 0.03777620196342468, 0.038963377475738525, 0.04015055298805237, 0.04133772850036621, 0.042524904012680054, 0.043712079524993896, 0.04489925503730774, 0.04608643054962158]}, "_runtime": 189.58847379684448, "_timestamp": 1596226617.348228, "_step": 50} -{"val_accuracy": 0.825916095890411, "val_loss": 0.4560269389522674, "_runtime": 191.07947325706482, "_timestamp": 1596226618.8392274, "_step": 51} -{"examples": {"width": 28, "height": 28, "format": "png", "count": 4, "_type": "images", "captions": ["Prediction: V Confidence: 0.599 Truth: v", "Prediction: 5 Confidence: 1.000 Truth: 5", "Prediction: 2 Confidence: 0.999 Truth: 2", "Prediction: 0 Confidence: 0.581 Truth: 0"]}, "_runtime": 191.36063861846924, "_timestamp": 1596226619.1203928, "_step": 52} -{"validation_metric": 0.8257769691780822, "_runtime": 192.26121973991394, "_timestamp": 1596226620.020974, "_step": 53} diff --git a/wandb/run-20200731_221350-3knv96uj/wandb-metadata.json b/wandb/run-20200731_221350-3knv96uj/wandb-metadata.json deleted file mode 100644 index cbe2b27..0000000 --- a/wandb/run-20200731_221350-3knv96uj/wandb-metadata.json +++ /dev/null @@ -1,30 +0,0 @@ -{ - "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": "2020-07-31T20:13:50.942628", - "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\": 16}, \"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\": 16}, \"callbacks\": [\"Checkpoint\", \"EarlyStopping\", \"WandbCallback\", \"WandbImageLogger\", \"OneCycleLR\"], \"callback_args\": {\"Checkpoint\": {\"monitor\": \"val_accuracy\"}, \"EarlyStopping\": {\"monitor\": \"val_loss\", \"min_delta\": 0.0, \"patience\": 3, \"mode\": \"min\"}, \"WandbCallback\": {\"log_batch_frequency\": 10}, \"WandbImageLogger\": {\"num_examples\": 4}, \"OneCycleLR\": null}, \"verbosity\": 1, \"resume_experiment\": null, \"experiment_group\": \"Sample Experiments\"}" - ], - "state": "finished", - "jobType": null, - "mode": "run", - "project": "text-recognizer", - "heartbeatAt": "2020-07-31T20:17:00.828344", - "exitcode": 0 -} diff --git a/wandb/run-20200731_221350-3knv96uj/wandb-summary.json b/wandb/run-20200731_221350-3knv96uj/wandb-summary.json deleted file mode 100644 index d97be42..0000000 --- a/wandb/run-20200731_221350-3knv96uj/wandb-summary.json +++ /dev/null @@ -1 +0,0 @@ -{"graph_0": {"_type": "graph-file", "path": "media/graph/graph_0_summary_204b9a17.graph.json", "sha256": "204b9a1799fca221366240c31b843a1ffbb941ed5c546c8ecd5f95d20e99b117", "size": 1814}, "gradients/layers.2.weight": {"_type": "histogram", "values": [3.0, 0.0, 3.0, 1.0, 0.0, 1.0, 3.0, 1.0, 2.0, 6.0, 3.0, 3.0, 7.0, 4.0, 12.0, 15.0, 7.0, 19.0, 38.0, 40.0, 39.0, 44.0, 55.0, 68.0, 107.0, 134.0, 196.0, 263.0, 366.0, 498.0, 718.0, 978.0, 1436.0, 5417.0, 2526.0, 1399.0, 1009.0, 811.0, 559.0, 402.0, 308.0, 242.0, 150.0, 134.0, 104.0, 66.0, 57.0, 38.0, 40.0, 24.0, 18.0, 13.0, 13.0, 12.0, 6.0, 6.0, 2.0, 3.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.010896086692810059, -0.010575217194855213, -0.010254346765577793, -0.009933477267622948, -0.009612607769668102, -0.009291738271713257, -0.008970867842435837, -0.008649998344480991, -0.008329128846526146, -0.008008258417248726, -0.0076873889192938805, -0.007366519421339035, -0.007045649457722902, -0.006724779959768057, -0.006403909996151924, -0.006083040498197079, -0.005762170534580946, -0.005441300570964813, -0.005120431073009968, -0.004799561109393835, -0.00447869161143899, -0.004157821647822857, -0.003836951917037368, -0.0035160821862518787, -0.0031952124554663897, -0.0028743427246809006, -0.0025534729938954115, -0.0022326032631099224, -0.0019117334159091115, -0.0015908636851236224, -0.0012699938379228115, -0.0009491241071373224, -0.0006282543763518333, -0.0003073846164625138, 1.3485143426805735e-05, 0.0003343549033161253, 0.0006552246632054448, 0.0009760943939909339, 0.0012969642411917448, 0.0016178339719772339, 0.001938703702762723, 0.002259573433548212, 0.002580443164333701, 0.00290131289511919, 0.003222182858735323, 0.003543052589520812, 0.003863922320306301, 0.0041847918182611465, 0.004505661781877279, 0.004826531745493412, 0.0051474012434482574, 0.00546827120706439, 0.005789140705019236, 0.006110010668635368, 0.006430880166590214, 0.0067517501302063465, 0.007072620093822479, 0.007393489591777325, 0.007714359555393457, 0.00803522951900959, 0.008356099016964436, 0.008676968514919281, 0.008997838012874126, 0.009318708442151546, 0.009639577940106392]}, "gradients/layers.10.bias": {"_type": "histogram", "values": [1.0, 0.0, 1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 3.0, 1.0, 1.0, 1.0, 2.0, 3.0, 0.0, 1.0, 1.0, 1.0, 2.0, 4.0, 0.0, 5.0, 4.0, 4.0, 3.0, 1.0, 1.0, 1.0, 0.0, 2.0, 3.0, 1.0, 1.0, 1.0, 2.0, 0.0, 0.0, 1.0, 1.0, 0.0, 2.0, 1.0, 1.0, 0.0, 1.0, 0.0, 1.0], "bins": [-0.009961262345314026, -0.009702215902507305, -0.00944316852837801, -0.009184122085571289, -0.008925074711441994, -0.008666028268635273, -0.008406981825828552, -0.008147934451699257, -0.007888888008892536, -0.007629841100424528, -0.00737079419195652, -0.007111747749149799, -0.006852700840681791, -0.006593653932213783, -0.0063346074894070625, -0.0060755605809390545, -0.0058165136724710464, -0.005557466764003038, -0.00529841985553503, -0.00503937341272831, -0.004780326504260302, -0.0045212795957922935, -0.004262233152985573, -0.004003186244517565, -0.0037441393360495567, -0.0034850924275815487, -0.0032260457519441843, -0.00296699907630682, -0.002707952167838812, -0.002448905259370804, -0.0021898585837334394, -0.0019308117916807532, -0.001671764999628067, -0.0014127182075753808, -0.0011536714155226946, -0.0008946246234700084, -0.0006355778314173222, -0.00037653103936463594, -0.00011748424731194973, 0.00014156254474073648, 0.0004006093367934227, 0.0006596561288461089, 0.0009187029208987951, 0.0011777497129514813, 0.0014367965050041676, 0.0016958432970568538, 0.00195489008910954, 0.0022139367647469044, 0.0024729836732149124, 0.0027320305816829205, 0.002991077257320285, 0.0032501239329576492, 0.0035091708414256573, 0.0037682177498936653, 0.004027264192700386, 0.004286311101168394, 0.004545358009636402, 0.00480440491810441, 0.005063451826572418, 0.005322498269379139, 0.005581545177847147, 0.005840592086315155, 0.006099638529121876, 0.006358685437589884, 0.006617732346057892]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [1.0, 3.0, 1.0, 0.0, 3.0, 0.0, 2.0, 2.0, 0.0, 3.0, 2.0, 2.0, 2.0, 3.0, 2.0, 8.0, 12.0, 10.0, 15.0, 19.0, 19.0, 12.0, 17.0, 19.0, 18.0, 48.0, 18.0, 2.0, 6.0, 4.0, 8.0, 6.0, 1.0, 0.0, 0.0, 2.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 2.0, 1.0, 0.0, 0.0, 2.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 2.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0], "bins": [-0.029892804101109505, -0.028705628588795662, -0.02751845307648182, -0.026331277564167976, -0.025144102051854134, -0.02395692653954029, -0.022769751027226448, -0.021582575514912605, -0.020395400002598763, -0.01920822449028492, -0.018021048977971077, -0.016833873465657234, -0.01564669795334339, -0.014459522441029549, -0.013272346928715706, -0.012085171416401863, -0.01089799590408802, -0.009710820391774178, -0.008523644879460335, -0.007336469367146492, -0.006149293854832649, -0.0049621183425188065, -0.0037749428302049637, -0.002587767317891121, -0.0014005918055772781, -0.00021341629326343536, 0.0009737592190504074, 0.00216093473136425, 0.003348110243678093, 0.004535285755991936, 0.0057224612683057785, 0.006909636780619621, 0.008096812292933464, 0.009283987805247307, 0.01047116331756115, 0.011658338829874992, 0.012845514342188835, 0.014032689854502678, 0.01521986536681652, 0.016407040879130363, 0.017594216391444206, 0.01878139190375805, 0.019968567416071892, 0.021155742928385735, 0.022342918440699577, 0.02353009395301342, 0.024717269465327263, 0.025904444977641106, 0.02709162048995495, 0.02827879600226879, 0.029465971514582634, 0.030653147026896477, 0.03184032440185547, 0.03302749991416931, 0.034214675426483154, 0.035401850938797, 0.03658902645111084, 0.03777620196342468, 0.038963377475738525, 0.04015055298805237, 0.04133772850036621, 0.042524904012680054, 0.043712079524993896, 0.04489925503730774, 0.04608643054962158]}, "gradients/layers.10.weight": {"_type": "histogram", "values": [3.0, 2.0, 3.0, 1.0, 2.0, 1.0, 0.0, 0.0, 3.0, 3.0, 1.0, 6.0, 3.0, 5.0, 11.0, 4.0, 9.0, 11.0, 20.0, 13.0, 16.0, 25.0, 29.0, 28.0, 43.0, 43.0, 68.0, 83.0, 78.0, 139.0, 203.0, 391.0, 5325.0, 475.0, 242.0, 151.0, 93.0, 76.0, 56.0, 54.0, 45.0, 23.0, 29.0, 21.0, 17.0, 18.0, 14.0, 13.0, 10.0, 4.0, 2.0, 5.0, 5.0, 4.0, 0.0, 2.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0], "bins": [-0.08649185299873352, -0.08382585644721985, -0.08115985989570618, -0.0784938633441925, -0.07582786679267883, -0.07316187024116516, -0.07049587368965149, -0.06782987713813782, -0.06516388058662415, -0.06249788776040077, -0.0598318912088871, -0.05716589465737343, -0.054499901831150055, -0.05183390527963638, -0.04916790872812271, -0.04650191217660904, -0.04383591562509537, -0.041169919073581696, -0.038503922522068024, -0.03583792597055435, -0.03317192941904068, -0.030505934730172157, -0.027839940041303635, -0.025173943489789963, -0.02250794693827629, -0.01984195038676262, -0.017175953835248947, -0.014509959146380424, -0.011843962594866753, -0.00917796604335308, -0.0065119704231619835, -0.003845974337309599, -0.0011799782514572144, 0.0014860178343951702, 0.004152013920247555, 0.006818010006099939, 0.009484006091952324, 0.012150002643465996, 0.014815998263657093, 0.01748199388384819, 0.020147990435361862, 0.022813986986875534, 0.025479983538389206, 0.02814597822725773, 0.0308119747787714, 0.03347796946763992, 0.036143966019153595, 0.03880996257066727, 0.04147595912218094, 0.04414195567369461, 0.04680795222520828, 0.049473948776721954, 0.052139945328235626, 0.054805938154459, 0.05747193470597267, 0.06013793125748634, 0.06280392408370972, 0.06546992063522339, 0.06813591718673706, 0.07080191373825073, 0.0734679102897644, 0.07613390684127808, 0.07879990339279175, 0.08146589994430542, 0.08413189649581909]}, "_step": 53, "gradients/layers.7.weight": {"_type": "histogram", "values": [2.0, 0.0, 1.0, 1.0, 1.0, 4.0, 7.0, 8.0, 16.0, 23.0, 47.0, 63.0, 108.0, 151.0, 237.0, 365.0, 665.0, 1032.0, 1880.0, 3641.0, 7864.0, 18741.0, 59545.0, 938903.0, 98296.0, 25839.0, 10483.0, 4951.0, 2563.0, 1446.0, 905.0, 560.0, 344.0, 227.0, 156.0, 119.0, 100.0, 81.0, 66.0, 32.0, 36.0, 25.0, 17.0, 12.0, 15.0, 8.0, 14.0, 10.0, 5.0, 7.0, 3.0, 4.0, 3.0, 5.0, 2.0, 0.0, 1.0, 1.0, 3.0, 2.0, 0.0, 1.0, 0.0, 1.0], "bins": [-0.006113941315561533, -0.0058561284095048904, -0.005598315969109535, -0.00534050352871418, -0.0050826906226575375, -0.004824877716600895, -0.00456706527620554, -0.0043092528358101845, -0.004051439929753542, -0.003793627256527543, -0.003535814583301544, -0.0032780019100755453, -0.0030201892368495464, -0.0027623765636235476, -0.0025045638903975487, -0.00224675121717155, -0.001988938543945551, -0.001731125870719552, -0.0014733131974935532, -0.0012155005242675543, -0.0009576878510415554, -0.0006998751778155565, -0.00044206250458955765, -0.00018424983136355877, 7.356284186244011e-05, 0.000331375515088439, 0.0005891881883144379, 0.0008470008615404367, 0.0011048135347664356, 0.0013626262079924345, 0.0016204388812184334, 0.0018782515544444323, 0.002136064227670431, 0.00239387690089643, 0.002651689574122429, 0.0029095022473484278, 0.0031673149205744267, 0.0034251275938004255, 0.0036829402670264244, 0.00394075270742178, 0.004198565613478422, 0.004456378519535065, 0.00471419095993042, 0.004972003400325775, 0.005229816306382418, 0.00548762921243906, 0.0057454416528344154, 0.006003254093229771, 0.006261066999286413, 0.006518879905343056, 0.006776692345738411, 0.007034504786133766, 0.007292317692190409, 0.007550130598247051, 0.0078079430386424065, 0.008065755479037762, 0.008323568850755692, 0.008581381291151047, 0.008839193731546402, 0.009097006171941757, 0.009354818612337112, 0.009612631984055042, 0.009870444424450397, 0.010128256864845753, 0.010386070236563683]}, "gradients/layers.7.bias": {"_type": "histogram", "values": [4.0, 1.0, 0.0, 4.0, 2.0, 3.0, 4.0, 3.0, 4.0, 1.0, 1.0, 0.0, 6.0, 2.0, 0.0, 5.0, 5.0, 3.0, 3.0, 4.0, 1.0, 21.0, 4.0, 4.0, 3.0, 4.0, 6.0, 2.0, 1.0, 4.0, 2.0, 3.0, 4.0, 4.0, 2.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 2.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.0015639475313946605, -0.0014910065801814198, -0.0014180655125528574, -0.0013451245613396168, -0.0012721834937110543, -0.0011992425424978137, -0.0011263014748692513, -0.0010533605236560106, -0.00098041957244277, -0.0009074785048142076, -0.000834537495393306, -0.0007615964859724045, -0.0006886555347591639, -0.0006157145253382623, -0.0005427735159173608, -0.00046983250649645925, -0.0003968914970755577, -0.00032395048765465617, -0.00025100947823375463, -0.00017806849791668355, -0.00010512748849578202, -3.2186486350838095e-05, 4.075451579410583e-05, 0.00011369551793904975, 0.00018663652008399367, 0.0002595775295048952, 0.00033251853892579675, 0.00040545951924286783, 0.00047840052866376936, 0.0005513415089808404, 0.000624282518401742, 0.0006972235278226435, 0.0007701645372435451, 0.0008431055466644466, 0.0009160465560853481, 0.0009889875072985888, 0.0010619285749271512, 0.0011348695261403918, 0.0012078105937689543, 0.001280751544982195, 0.0013536924961954355, 0.001426633563823998, 0.0014995745150372386, 0.001572515582665801, 0.0016454565338790417, 0.0017183976015076041, 0.0017913385527208447, 0.0018642796203494072, 0.0019372205715626478, 0.0020101615227758884, 0.002083102473989129, 0.0021560436580330133, 0.002228984609246254, 0.0023019255604594946, 0.002374866511672735, 0.0024478076957166195, 0.00252074864692986, 0.0025936895981431007, 0.0026666305493563414, 0.002739571500569582, 0.0028125126846134663, 0.002885453635826707, 0.0029583945870399475, 0.003031335538253188, 0.0031042764894664288]}, "_timestamp": 1596226620.020974, "_runtime": 192.26121973991394, "gradients/layers.0.bias": {"_type": "histogram", "values": [2.0, 0.0, 0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 3.0, 1.0, 0.0, 1.0, 2.0, 0.0, 1.0, 3.0, 1.0, 1.0, 2.0, 0.0, 0.0, 2.0, 0.0, 2.0, 3.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.045524295419454575, -0.0429704487323761, -0.04041660577058792, -0.037862759083509445, -0.03530891612172127, -0.03275506943464279, -0.030201224610209465, -0.02764737978577614, -0.02509353496134281, -0.022539690136909485, -0.019985845312476158, -0.01743200048804283, -0.01487815473228693, -0.012324309907853603, -0.009770464152097702, -0.007216619327664375, -0.004662774503231049, -0.002108929445967078, 0.00044491561129689217, 0.0029987606685608625, 0.005552605725824833, 0.00810645055025816, 0.010660296306014061, 0.013214141130447388, 0.015767985954880714, 0.01832183077931404, 0.020875675603747368, 0.023429520428180695, 0.02598336711525917, 0.028537211939692497, 0.031091056764125824, 0.033644899725914, 0.03619874641299248, 0.03875259310007095, 0.04130643606185913, 0.04386028274893761, 0.046414125710725784, 0.04896797239780426, 0.05152181535959244, 0.054075662046670914, 0.05662950873374939, 0.05918335169553757, 0.06173719838261604, 0.06429104506969452, 0.0668448880314827, 0.06939873099327087, 0.07195257395505905, 0.07450642436742783, 0.077060267329216, 0.07961411029100418, 0.08216796070337296, 0.08472180366516113, 0.08727564662694931, 0.08982948958873749, 0.09238334000110626, 0.09493718296289444, 0.09749102592468262, 0.10004487633705139, 0.10259871929883957, 0.10515256226062775, 0.10770640522241592, 0.1102602556347847, 0.11281409859657288, 0.11536794155836105, 0.11792178452014923]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 3.0, 2.0, 0.0, 2.0, 0.0, 1.0, 1.0, 1.0, 0.0, 2.0, 4.0, 2.0, 1.0, 9.0, 1.0, 2.0, 1.0, 1.0, 2.0, 1.0, 3.0, 1.0, 2.0, 5.0, 1.0, 0.0, 0.0, 0.0, 1.0, 4.0, 0.0, 1.0, 0.0, 0.0, 2.0, 1.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.019156768918037415, -0.018650051206350327, -0.01814333349466324, -0.01763661578297615, -0.017129898071289062, -0.016623180359601974, -0.016116462647914886, -0.015609744004905224, -0.015103026293218136, -0.014596308581531048, -0.01408959086984396, -0.013582873158156872, -0.01307615451514721, -0.012569436803460121, -0.012062719091773033, -0.011556001380085945, -0.011049283668398857, -0.010542565956711769, -0.010035848245024681, -0.009529130533337593, -0.009022412821650505, -0.008515694178640842, -0.008008976466953754, -0.007502258755266666, -0.006995541043579578, -0.00648882333189249, -0.005982105620205402, -0.005475387442857027, -0.004968669731169939, -0.004461952019482851, -0.003955233842134476, -0.0034485161304473877, -0.0029417984187602997, -0.0024350807070732117, -0.00192836276255548, -0.0014216449344530702, -0.0009149271063506603, -0.0004082092782482505, 9.850854985415936e-05, 0.0006052263779565692, 0.001111944206058979, 0.0016186620341613889, 0.0021253798622637987, 0.0026320978067815304, 0.0031388155184686184, 0.0036455332301557064, 0.004152251407504082, 0.00465896911919117, 0.005165686830878258, 0.005672404542565346, 0.006179122254252434, 0.006685840431600809, 0.007192558143287897, 0.007699275854974985, 0.00820599403232336, 0.008712711744010448, 0.009219429455697536, 0.009726147167384624, 0.010232864879071712, 0.0107395825907588, 0.011246301233768463, 0.011753018945455551, 0.01225973665714264, 0.012766454368829727, 0.013273172080516815]}, "val_accuracy": 0.825916095890411, "val_loss": 0.4560269389522674, "examples": {"width": 28, "height": 28, "format": "png", "count": 4, "_type": "images", "captions": ["Prediction: V Confidence: 0.599 Truth: v", "Prediction: 5 Confidence: 1.000 Truth: 5", "Prediction: 2 Confidence: 0.999 Truth: 2", "Prediction: 0 Confidence: 0.581 Truth: 0"]}, "validation_metric": 0.8257769691780822} |