diff options
Diffstat (limited to 'wandb/run-20200731_221109-3nijzdz9')
23 files changed, 0 insertions, 348 deletions
diff --git a/wandb/run-20200731_221109-3nijzdz9/config.yaml b/wandb/run-20200731_221109-3nijzdz9/config.yaml deleted file mode 100644 index 61d69dd..0000000 --- a/wandb/run-20200731_221109-3nijzdz9/config.yaml +++ /dev/null @@ -1,112 +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: MLP -network_args: - desc: null - value: - input_size: 784 - num_layers: 3 - 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_221109-3nijzdz9/media/graph/graph_0_summary_7594abaf.graph.json b/wandb/run-20200731_221109-3nijzdz9/media/graph/graph_0_summary_7594abaf.graph.json deleted file mode 100644 index 152c791..0000000 --- a/wandb/run-20200731_221109-3nijzdz9/media/graph/graph_0_summary_7594abaf.graph.json +++ /dev/null @@ -1 +0,0 @@ -{"format": "torch", "nodes": [{"name": "layers.0", "id": 140037239628944, "class_name": "Linear(in_features=784, out_features=128, bias=True)", "parameters": [["weight", [128, 784]], ["bias", [128]]], "output_shape": [[2, 128]], "num_parameters": [100352, 128]}, {"name": "layers.1", "id": 140037239628752, "class_name": "ReLU(inplace=True)", "parameters": [], "output_shape": [[2, 128]], "num_parameters": []}, {"name": "layers.2", "id": 140037239521488, "class_name": "Linear(in_features=128, out_features=128, bias=True)", "parameters": [["weight", [128, 128]], ["bias", [128]]], "output_shape": [[2, 128]], "num_parameters": [16384, 128]}, {"name": "layers.4", "id": 140037239521584, "class_name": "Dropout(p=0.2, inplace=False)", "parameters": [], "output_shape": [[2, 128]], "num_parameters": []}, {"name": "layers.5", "id": 140037239521344, "class_name": "Linear(in_features=128, out_features=128, bias=True)", "parameters": [["weight", [128, 128]], ["bias", [128]]], "output_shape": [[2, 128]], "num_parameters": [16384, 128]}, {"name": "layers.7", "id": 140037239521392, "class_name": "Dropout(p=0.2, inplace=False)", "parameters": [], "output_shape": [[2, 128]], "num_parameters": []}, {"name": "layers.8", "id": 140037239521536, "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_221109-3nijzdz9/media/images/examples_12.png b/wandb/run-20200731_221109-3nijzdz9/media/images/examples_12.png Binary files differdeleted file mode 100644 index 2a0fe2d..0000000 --- a/wandb/run-20200731_221109-3nijzdz9/media/images/examples_12.png +++ /dev/null diff --git a/wandb/run-20200731_221109-3nijzdz9/media/images/examples_15.png b/wandb/run-20200731_221109-3nijzdz9/media/images/examples_15.png Binary files differdeleted file mode 100644 index 2a0fe2d..0000000 --- a/wandb/run-20200731_221109-3nijzdz9/media/images/examples_15.png +++ /dev/null diff --git a/wandb/run-20200731_221109-3nijzdz9/media/images/examples_18.png b/wandb/run-20200731_221109-3nijzdz9/media/images/examples_18.png Binary files differdeleted file mode 100644 index 2a0fe2d..0000000 --- a/wandb/run-20200731_221109-3nijzdz9/media/images/examples_18.png +++ /dev/null diff --git a/wandb/run-20200731_221109-3nijzdz9/media/images/examples_2.png b/wandb/run-20200731_221109-3nijzdz9/media/images/examples_2.png Binary files differdeleted file mode 100644 index 2a0fe2d..0000000 --- a/wandb/run-20200731_221109-3nijzdz9/media/images/examples_2.png +++ /dev/null diff --git a/wandb/run-20200731_221109-3nijzdz9/media/images/examples_22.png b/wandb/run-20200731_221109-3nijzdz9/media/images/examples_22.png Binary files differdeleted file mode 100644 index 2a0fe2d..0000000 --- a/wandb/run-20200731_221109-3nijzdz9/media/images/examples_22.png +++ /dev/null diff --git a/wandb/run-20200731_221109-3nijzdz9/media/images/examples_25.png b/wandb/run-20200731_221109-3nijzdz9/media/images/examples_25.png Binary files differdeleted file mode 100644 index 2a0fe2d..0000000 --- a/wandb/run-20200731_221109-3nijzdz9/media/images/examples_25.png +++ /dev/null diff --git a/wandb/run-20200731_221109-3nijzdz9/media/images/examples_28.png b/wandb/run-20200731_221109-3nijzdz9/media/images/examples_28.png Binary files differdeleted file mode 100644 index 2a0fe2d..0000000 --- a/wandb/run-20200731_221109-3nijzdz9/media/images/examples_28.png +++ /dev/null diff --git a/wandb/run-20200731_221109-3nijzdz9/media/images/examples_32.png b/wandb/run-20200731_221109-3nijzdz9/media/images/examples_32.png Binary files differdeleted file mode 100644 index 2a0fe2d..0000000 --- a/wandb/run-20200731_221109-3nijzdz9/media/images/examples_32.png +++ /dev/null diff --git a/wandb/run-20200731_221109-3nijzdz9/media/images/examples_35.png b/wandb/run-20200731_221109-3nijzdz9/media/images/examples_35.png Binary files differdeleted file mode 100644 index 2a0fe2d..0000000 --- a/wandb/run-20200731_221109-3nijzdz9/media/images/examples_35.png +++ /dev/null diff --git a/wandb/run-20200731_221109-3nijzdz9/media/images/examples_38.png b/wandb/run-20200731_221109-3nijzdz9/media/images/examples_38.png Binary files differdeleted file mode 100644 index 2a0fe2d..0000000 --- a/wandb/run-20200731_221109-3nijzdz9/media/images/examples_38.png +++ /dev/null diff --git a/wandb/run-20200731_221109-3nijzdz9/media/images/examples_42.png b/wandb/run-20200731_221109-3nijzdz9/media/images/examples_42.png Binary files differdeleted file mode 100644 index 2a0fe2d..0000000 --- a/wandb/run-20200731_221109-3nijzdz9/media/images/examples_42.png +++ /dev/null diff --git a/wandb/run-20200731_221109-3nijzdz9/media/images/examples_45.png b/wandb/run-20200731_221109-3nijzdz9/media/images/examples_45.png Binary files differdeleted file mode 100644 index 2a0fe2d..0000000 --- a/wandb/run-20200731_221109-3nijzdz9/media/images/examples_45.png +++ /dev/null diff --git a/wandb/run-20200731_221109-3nijzdz9/media/images/examples_48.png b/wandb/run-20200731_221109-3nijzdz9/media/images/examples_48.png Binary files differdeleted file mode 100644 index 2a0fe2d..0000000 --- a/wandb/run-20200731_221109-3nijzdz9/media/images/examples_48.png +++ /dev/null diff --git a/wandb/run-20200731_221109-3nijzdz9/media/images/examples_5.png b/wandb/run-20200731_221109-3nijzdz9/media/images/examples_5.png Binary files differdeleted file mode 100644 index 2a0fe2d..0000000 --- a/wandb/run-20200731_221109-3nijzdz9/media/images/examples_5.png +++ /dev/null diff --git a/wandb/run-20200731_221109-3nijzdz9/media/images/examples_52.png b/wandb/run-20200731_221109-3nijzdz9/media/images/examples_52.png Binary files differdeleted file mode 100644 index 2a0fe2d..0000000 --- a/wandb/run-20200731_221109-3nijzdz9/media/images/examples_52.png +++ /dev/null diff --git a/wandb/run-20200731_221109-3nijzdz9/media/images/examples_8.png b/wandb/run-20200731_221109-3nijzdz9/media/images/examples_8.png Binary files differdeleted file mode 100644 index 2a0fe2d..0000000 --- a/wandb/run-20200731_221109-3nijzdz9/media/images/examples_8.png +++ /dev/null diff --git a/wandb/run-20200731_221109-3nijzdz9/requirements.txt b/wandb/run-20200731_221109-3nijzdz9/requirements.txt deleted file mode 100644 index 61a6f5b..0000000 --- a/wandb/run-20200731_221109-3nijzdz9/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_221109-3nijzdz9/wandb-events.jsonl b/wandb/run-20200731_221109-3nijzdz9/wandb-events.jsonl deleted file mode 100644 index c154e1c..0000000 --- a/wandb/run-20200731_221109-3nijzdz9/wandb-events.jsonl +++ /dev/null @@ -1,5 +0,0 @@ -{"system.gpu.0.gpu": 13.13, "system.gpu.0.memory": 1.13, "system.gpu.0.memoryAllocated": 17.62, "system.gpu.0.temp": 47.6, "system.gpu.process.0.gpu": 13.13, "system.gpu.process.0.memory": 1.13, "system.gpu.process.0.memoryAllocated": 17.62, "system.gpu.process.0.temp": 47.6, "system.gpu.0.powerWatts": 41.58, "system.gpu.0.powerPercent": 19.34, "system.gpu.process.0.powerWatts": 41.58, "system.gpu.process.0.powerPercent": 19.34, "system.cpu": 58.82, "system.memory": 69.28, "system.disk": 37.3, "system.proc.memory.availableMB": 4915.53, "system.proc.memory.rssMB": 2581.54, "system.proc.memory.percent": 16.13, "system.proc.cpu.threads": 19.53, "system.network.sent": 1069233, "system.network.recv": 928524, "_wandb": true, "_timestamp": 1596226298, "_runtime": 28} -{"system.gpu.0.gpu": 13.13, "system.gpu.0.memory": 1.4, "system.gpu.0.memoryAllocated": 17.65, "system.gpu.0.temp": 49.2, "system.gpu.process.0.gpu": 13.13, "system.gpu.process.0.memory": 1.4, "system.gpu.process.0.memoryAllocated": 17.65, "system.gpu.process.0.temp": 49.2, "system.gpu.0.powerWatts": 41.95, "system.gpu.0.powerPercent": 19.51, "system.gpu.process.0.powerWatts": 41.95, "system.gpu.process.0.powerPercent": 19.51, "system.cpu": 63.7, "system.memory": 69.41, "system.disk": 37.3, "system.proc.memory.availableMB": 4895.48, "system.proc.memory.rssMB": 2587.69, "system.proc.memory.percent": 16.17, "system.proc.cpu.threads": 21.0, "system.network.sent": 2235067, "system.network.recv": 1665386, "_wandb": true, "_timestamp": 1596226329, "_runtime": 59} -{"system.gpu.0.gpu": 15.33, "system.gpu.0.memory": 1.73, "system.gpu.0.memoryAllocated": 17.59, "system.gpu.0.temp": 50.6, "system.gpu.process.0.gpu": 15.33, "system.gpu.process.0.memory": 1.73, "system.gpu.process.0.memoryAllocated": 17.59, "system.gpu.process.0.temp": 50.6, "system.gpu.0.powerWatts": 42.25, "system.gpu.0.powerPercent": 19.65, "system.gpu.process.0.powerWatts": 42.25, "system.gpu.process.0.powerPercent": 19.65, "system.cpu": 65.67, "system.memory": 69.66, "system.disk": 37.3, "system.proc.memory.availableMB": 4855.97, "system.proc.memory.rssMB": 2586.5, "system.proc.memory.percent": 16.16, "system.proc.cpu.threads": 20.4, "system.network.sent": 3547780, "system.network.recv": 3094609, "_wandb": true, "_timestamp": 1596226359, "_runtime": 89} -{"system.gpu.0.gpu": 17.0, "system.gpu.0.memory": 1.8, "system.gpu.0.memoryAllocated": 17.55, "system.gpu.0.temp": 52.4, "system.gpu.process.0.gpu": 17.0, "system.gpu.process.0.memory": 1.8, "system.gpu.process.0.memoryAllocated": 17.55, "system.gpu.process.0.temp": 52.4, "system.gpu.0.powerWatts": 43.86, "system.gpu.0.powerPercent": 20.4, "system.gpu.process.0.powerWatts": 43.86, "system.gpu.process.0.powerPercent": 20.4, "system.cpu": 65.03, "system.memory": 70.03, "system.disk": 37.3, "system.proc.memory.availableMB": 4796.54, "system.proc.memory.rssMB": 2586.03, "system.proc.memory.percent": 16.16, "system.proc.cpu.threads": 19.8, "system.network.sent": 4752193, "system.network.recv": 4794835, "_wandb": true, "_timestamp": 1596226389, "_runtime": 119} -{"system.gpu.0.gpu": 12.0, "system.gpu.0.memory": 1.57, "system.gpu.0.memoryAllocated": 17.55, "system.gpu.0.temp": 53.0, "system.gpu.process.0.gpu": 12.0, "system.gpu.process.0.memory": 1.57, "system.gpu.process.0.memoryAllocated": 17.55, "system.gpu.process.0.temp": 53.0, "system.gpu.0.powerWatts": 41.65, "system.gpu.0.powerPercent": 19.37, "system.gpu.process.0.powerWatts": 41.65, "system.gpu.process.0.powerPercent": 19.37, "system.cpu": 61.5, "system.memory": 69.67, "system.disk": 37.3, "system.proc.memory.availableMB": 4854.98, "system.proc.memory.rssMB": 2541.89, "system.proc.memory.percent": 15.88, "system.proc.cpu.threads": 18.14, "system.network.sent": 5131761, "system.network.recv": 5201372, "_wandb": true, "_timestamp": 1596226401, "_runtime": 132} diff --git a/wandb/run-20200731_221109-3nijzdz9/wandb-history.jsonl b/wandb/run-20200731_221109-3nijzdz9/wandb-history.jsonl deleted file mode 100644 index ae9aee4..0000000 --- a/wandb/run-20200731_221109-3nijzdz9/wandb-history.jsonl +++ /dev/null @@ -1,54 +0,0 @@ -{"gradients/layers.8.bias": {"_type": "histogram", "values": [1.0, 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, 2.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 2.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 2.0, 0.0, 3.0, 2.0, 0.0, 3.0, 1.0, 4.0, 1.0, 3.0, 0.0, 0.0, 4.0, 6.0, 1.0, 0.0, 4.0, 1.0, 0.0, 3.0, 1.0, 1.0, 2.0, 1.0, 1.0, 0.0, 1.0], "bins": [-0.02184433676302433, -0.021323569118976593, -0.020802801474928856, -0.02028203383088112, -0.01976126618683338, -0.019240498542785645, -0.018719730898737907, -0.01819896325469017, -0.017678195610642433, -0.017157427966594696, -0.01663666032254696, -0.016115892678499222, -0.01559512596577406, -0.015074358321726322, -0.014553590677678585, -0.014032823033630848, -0.01351205538958311, -0.012991287745535374, -0.012470520101487637, -0.0119497524574399, -0.011428984813392162, -0.010908217169344425, -0.010387449525296688, -0.009866681881248951, -0.009345915168523788, -0.008825147524476051, -0.008304379880428314, -0.00778361177071929, -0.00726284459233284, -0.006742076948285103, -0.006221309304237366, -0.005700541660189629, -0.0051797740161418915, -0.004659006372094154, -0.004138238728046417, -0.0036174713168293238, -0.0030967036727815866, -0.0025759360287338495, -0.002055168617516756, -0.001534400973469019, -0.0010136333294212818, -0.0004928657435812056, 2.79018422588706e-05, 0.0005486694280989468, 0.001069437013939023, 0.0015902046579867601, 0.0021109720692038536, 0.0026317397132515907, 0.003152507357299328, 0.003673275001347065, 0.004194042645394802, 0.004714810289442539, 0.005235577933490276, 0.005756345111876726, 0.006277112755924463, 0.0067978803999722, 0.0073186480440199375, 0.007839415222406387, 0.008360182866454124, 0.008880950510501862, 0.009401718154549599, 0.009922485798597336, 0.010443253442645073, 0.01096402108669281, 0.011484788730740547]}, "gradients/layers.8.weight": {"_type": "histogram", "values": [1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 2.0, 5.0, 1.0, 2.0, 2.0, 2.0, 13.0, 5.0, 5.0, 10.0, 11.0, 15.0, 17.0, 14.0, 28.0, 21.0, 45.0, 50.0, 63.0, 81.0, 79.0, 81.0, 118.0, 137.0, 160.0, 202.0, 265.0, 322.0, 421.0, 531.0, 1264.0, 1109.0, 802.0, 653.0, 428.0, 291.0, 212.0, 135.0, 102.0, 53.0, 45.0, 35.0, 26.0, 16.0, 15.0, 10.0, 9.0, 5.0, 5.0, 2.0, 2.0, 0.0, 0.0, 1.0, 2.0, 1.0], "bins": [-0.11575255542993546, -0.11273293197154999, -0.10971330851316452, -0.10669368505477905, -0.10367406159639359, -0.10065443813800812, -0.09763481467962265, -0.09461519122123718, -0.09159557521343231, -0.08857595175504684, -0.08555632829666138, -0.08253670483827591, -0.07951708137989044, -0.07649745792150497, -0.0734778344631195, -0.07045821100473404, -0.06743858754634857, -0.0644189640879631, -0.06139934062957764, -0.05837971717119217, -0.0553600937128067, -0.05234047397971153, -0.049320850521326065, -0.0463012270629406, -0.04328160360455513, -0.04026198014616966, -0.037242356687784195, -0.03422273322939873, -0.03120311163365841, -0.02818348817527294, -0.025163866579532623, -0.022144243121147156, -0.019124619662761688, -0.01610499620437622, -0.013085373677313328, -0.010065751150250435, -0.007046127691864967, -0.004026504699140787, -0.001006881706416607, 0.0020127412863075733, 0.0050323642790317535, 0.008051987737417221, 0.011071610264480114, 0.014091232791543007, 0.017110856249928474, 0.020130479708313942, 0.02315010130405426, 0.026169724762439728, 0.029189348220825195, 0.03220897167921066, 0.03522859513759613, 0.0382482185959816, 0.041267842054367065, 0.044287461787462234, 0.0473070852458477, 0.05032670870423317, 0.05334633216261864, 0.056365955621004105, 0.05938557907938957, 0.06240520253777504, 0.06542482227087021, 0.06844444572925568, 0.07146406918764114, 0.07448369264602661, 0.07750331610441208]}, "gradients/layers.5.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 1.0, 1.0, 3.0, 0.0, 1.0, 2.0, 3.0, 1.0, 2.0, 6.0, 0.0, 1.0, 3.0, 3.0, 2.0, 5.0, 3.0, 2.0, 4.0, 3.0, 4.0, 5.0, 4.0, 7.0, 9.0, 2.0, 3.0, 3.0, 0.0, 5.0, 4.0, 4.0, 2.0, 1.0, 1.0, 5.0, 0.0, 1.0, 3.0, 5.0, 4.0, 0.0, 0.0, 2.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.008036407642066479, -0.00778456823900342, -0.007532728835940361, -0.007280889432877302, -0.007029050029814243, -0.006777210161089897, -0.006525370758026838, -0.0062735313549637794, -0.006021691951900721, -0.005769852548837662, -0.005518013145774603, -0.005266173742711544, -0.005014333873987198, -0.004762494470924139, -0.00451065506786108, -0.004258815664798021, -0.0040069762617349625, -0.0037551368586719036, -0.0035032974556088448, -0.0032514578197151423, -0.0029996184166520834, -0.0027477790135890245, -0.002495939377695322, -0.002244099974632263, -0.0019922605715692043, -0.0017404211685061455, -0.0014885816490277648, -0.0012367421295493841, -0.0009849027264863253, -0.0007330632652156055, -0.00048122380394488573, -0.00022938434267416596, 2.2455118596553802e-05, 0.00027429457986727357, 0.0005261340411379933, 0.0007779735024087131, 0.0010298129636794329, 0.0012816523667424917, 0.0015334918862208724, 0.001785331405699253, 0.002037170808762312, 0.002289010211825371, 0.0025408496148884296, 0.002792689250782132, 0.003044528653845191, 0.00329636805690825, 0.0035482076928019524, 0.003800047095865011, 0.00405188649892807, 0.004303725901991129, 0.004555565305054188, 0.004807404708117247, 0.0050592441111803055, 0.005311083979904652, 0.0055629233829677105, 0.005814762786030769, 0.006066602189093828, 0.006318441592156887, 0.006570280995219946, 0.006822120398283005, 0.007073960267007351, 0.00732579967007041, 0.007577639073133469, 0.00782947801053524, 0.008081317879259586]}, "gradients/layers.5.weight": {"_type": "histogram", "values": [1.0, 2.0, 0.0, 2.0, 1.0, 5.0, 1.0, 8.0, 11.0, 15.0, 15.0, 18.0, 24.0, 29.0, 33.0, 56.0, 71.0, 101.0, 130.0, 165.0, 164.0, 187.0, 276.0, 317.0, 361.0, 372.0, 488.0, 554.0, 603.0, 692.0, 750.0, 854.0, 969.0, 2442.0, 1011.0, 829.0, 720.0, 640.0, 564.0, 511.0, 460.0, 386.0, 307.0, 280.0, 194.0, 158.0, 136.0, 108.0, 89.0, 61.0, 51.0, 41.0, 31.0, 28.0, 17.0, 14.0, 8.0, 7.0, 1.0, 4.0, 5.0, 2.0, 1.0, 3.0], "bins": [-0.0268627367913723, -0.026061536744236946, -0.025260338559746742, -0.02445913851261139, -0.023657938465476036, -0.022856738418340683, -0.02205554023385048, -0.021254340186715126, -0.020453140139579773, -0.01965194195508957, -0.018850741907954216, -0.018049541860818863, -0.01724834181368351, -0.016447143629193306, -0.015645943582057953, -0.0148447435349226, -0.014043544419109821, -0.013242345303297043, -0.01244114525616169, -0.011639946140348911, -0.010838746093213558, -0.01003754697740078, -0.009236346930265427, -0.008435147814452648, -0.007633948232978582, -0.006832748651504517, -0.006031549070030451, -0.005230349488556385, -0.004429150372743607, -0.003627950558438897, -0.002826751209795475, -0.0020255516283214092, -0.0012243520468473434, -0.0004231525235809386, 0.0003780469996854663, 0.0011792464647442102, 0.001980446046218276, 0.002781645627692342, 0.003582844976335764, 0.00438404455780983, 0.0051852441392838955, 0.005986443720757961, 0.006787643302232027, 0.007588842883706093, 0.008390041999518871, 0.009191242046654224, 0.009992441162467003, 0.010793641209602356, 0.011594840325415134, 0.012396039441227913, 0.013197239488363266, 0.013998438604176044, 0.014799638651311398, 0.015600837767124176, 0.01640203781425953, 0.017203237861394882, 0.018004436045885086, 0.01880563609302044, 0.019606836140155792, 0.020408034324645996, 0.02120923437178135, 0.022010434418916702, 0.022811634466052055, 0.02361283265054226, 0.024414032697677612]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 3.0, 1.0, 2.0, 0.0, 0.0, 2.0, 2.0, 5.0, 2.0, 3.0, 3.0, 1.0, 4.0, 2.0, 4.0, 3.0, 5.0, 5.0, 8.0, 1.0, 6.0, 5.0, 4.0, 6.0, 5.0, 6.0, 2.0, 4.0, 5.0, 5.0, 1.0, 3.0, 3.0, 2.0, 2.0, 1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.007210191804915667, -0.006975066848099232, -0.006739941891282797, -0.006504816934466362, -0.006269691977649927, -0.006034567020833492, -0.005799442064017057, -0.0055643171072006226, -0.005329192150384188, -0.005094067193567753, -0.004858942236751318, -0.004623817279934883, -0.004388692323118448, -0.004153567366302013, -0.0039184424094855785, -0.0036833174526691437, -0.003448192495852709, -0.003213067539036274, -0.002977942582219839, -0.0027428176254034042, -0.0025076926685869694, -0.0022725677117705345, -0.0020374427549540997, -0.0018023177981376648, -0.00156719284132123, -0.001332067884504795, -0.0010969429276883602, -0.0008618179708719254, -0.0006266930140554905, -0.00039156805723905563, -0.00015644310042262077, 7.868185639381409e-05, 0.00031380681321024895, 0.0005489317700266838, 0.0007840567268431187, 0.0010191816836595535, 0.0012543066404759884, 0.0014894315972924232, 0.0017245565541088581, 0.001959681510925293, 0.002194806467741728, 0.0024299314245581627, 0.0026650563813745975, 0.0029001813381910324, 0.0031353062950074673, 0.003370431251823902, 0.003605556208640337, 0.003840681165456772, 0.004075806122273207, 0.004310931079089642, 0.004546056035906076, 0.004781180992722511, 0.005016305949538946, 0.005251430906355381, 0.005486555863171816, 0.005721680819988251, 0.005956805776804686, 0.0061919307336211205, 0.006427055690437555, 0.00666218064725399, 0.006897305604070425, 0.00713243056088686, 0.007367555517703295, 0.00760268047451973, 0.007837805896997452]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [1.0, 0.0, 1.0, 0.0, 3.0, 6.0, 3.0, 9.0, 11.0, 13.0, 6.0, 22.0, 22.0, 33.0, 44.0, 51.0, 82.0, 116.0, 149.0, 185.0, 231.0, 288.0, 307.0, 336.0, 426.0, 516.0, 537.0, 632.0, 758.0, 787.0, 850.0, 947.0, 1616.0, 961.0, 877.0, 871.0, 816.0, 654.0, 600.0, 547.0, 445.0, 343.0, 280.0, 216.0, 175.0, 139.0, 103.0, 88.0, 58.0, 60.0, 39.0, 35.0, 17.0, 21.0, 17.0, 4.0, 12.0, 5.0, 4.0, 2.0, 4.0, 0.0, 2.0, 1.0], "bins": [-0.016688400879502296, -0.01617327891290188, -0.01565815508365631, -0.015143033117055893, -0.014627911150455475, -0.014112788252532482, -0.013597666285932064, -0.013082543388009071, -0.012567421421408653, -0.01205229852348566, -0.011537175625562668, -0.01102205365896225, -0.010506930761039257, -0.009991808794438839, -0.009476685896515846, -0.008961563929915428, -0.008446441031992435, -0.007931318134069443, -0.007416196167469025, -0.006901073735207319, -0.006385951302945614, -0.005870828405022621, -0.005355705972760916, -0.00484058354049921, -0.004325461108237505, -0.0038103386759757996, -0.003295216243714094, -0.002780093578621745, -0.0022649711463600397, -0.0017498487140983343, -0.001234726165421307, -0.0007196036749519408, -0.00020448118448257446, 0.00031064130598679185, 0.0008257637964561582, 0.0013408863451331854, 0.0018560087773948908, 0.002371131209656596, 0.0028862538747489452, 0.0034013763070106506, 0.003916498739272356, 0.004431621171534061, 0.004946743603795767, 0.005461866036057472, 0.005976988933980465, 0.00649211136624217, 0.007007233798503876, 0.007522356230765581, 0.008037478663027287, 0.00855260156095028, 0.009067723527550697, 0.00958284642547369, 0.010097968392074108, 0.0106130912899971, 0.011128213256597519, 0.011643336154520512, 0.012158459052443504, 0.012673581019043922, 0.013188703916966915, 0.013703825883567333, 0.014218948781490326, 0.014734070748090744, 0.015249193646013737, 0.01576431654393673, 0.016279438510537148]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [2.0, 0.0, 1.0, 1.0, 0.0, 1.0, 1.0, 2.0, 0.0, 3.0, 1.0, 0.0, 1.0, 2.0, 3.0, 3.0, 2.0, 5.0, 4.0, 4.0, 1.0, 3.0, 6.0, 0.0, 2.0, 3.0, 1.0, 4.0, 1.0, 3.0, 2.0, 3.0, 3.0, 2.0, 4.0, 5.0, 4.0, 5.0, 4.0, 5.0, 4.0, 3.0, 1.0, 3.0, 2.0, 2.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.0071860747411847115, -0.006955048535019159, -0.006724022328853607, -0.006492996122688055, -0.006261969916522503, -0.006030943710356951, -0.005799917504191399, -0.0055688912980258465, -0.005337865091860294, -0.005106838420033455, -0.004875812213867903, -0.004644786007702351, -0.0044137598015367985, -0.004182733595371246, -0.003951707389205694, -0.003720681183040142, -0.00348965497687459, -0.0032586287707090378, -0.0030276025645434856, -0.0027965763583779335, -0.0025655501522123814, -0.0023345237132161856, -0.0021034975070506334, -0.0018724713008850813, -0.0016414450947195292, -0.001410418888553977, -0.0011793926823884249, -0.0009483663598075509, -0.0007173401536419988, -0.00048631391837261617, -0.0002552876831032336, -2.426144783385098e-05, 0.00020676478743553162, 0.0004377910227049142, 0.0006688172579742968, 0.0008998435223475099, 0.001130869728513062, 0.0013618959346786141, 0.001592922257259488, 0.0018239484634250402, 0.0020549746695905924, 0.0022860008757561445, 0.0025170270819216967, 0.002748053288087249, 0.0029790797270834446, 0.0032101059332489967, 0.003441132139414549, 0.003672158345580101, 0.003903184551745653, 0.004134210757911205, 0.004365236964076757, 0.00459626317024231, 0.004827289376407862, 0.005058315582573414, 0.005289341788738966, 0.005520367994904518, 0.005751394666731358, 0.00598242087289691, 0.006213447079062462, 0.006444473285228014, 0.006675499491393566, 0.006906525697559118, 0.00713755190372467, 0.0073685781098902225, 0.007599604316055775]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [3.0, 4.0, 2.0, 6.0, 9.0, 17.0, 25.0, 45.0, 51.0, 54.0, 84.0, 107.0, 117.0, 151.0, 197.0, 241.0, 291.0, 403.0, 459.0, 599.0, 733.0, 893.0, 1147.0, 1310.0, 1578.0, 1912.0, 2389.0, 2754.0, 3524.0, 4181.0, 5685.0, 30160.0, 12052.0, 5935.0, 4598.0, 3709.0, 2999.0, 2393.0, 1968.0, 1535.0, 1330.0, 1032.0, 825.0, 656.0, 496.0, 360.0, 308.0, 235.0, 186.0, 148.0, 97.0, 93.0, 76.0, 45.0, 48.0, 29.0, 19.0, 13.0, 11.0, 8.0, 8.0, 6.0, 1.0, 2.0], "bins": [-0.006461229175329208, -0.006259194575250149, -0.006057159509509802, -0.005855124443769455, -0.005653089843690395, -0.005451055243611336, -0.005249020177870989, -0.005046985112130642, -0.004844950512051582, -0.004642915911972523, -0.004440880846232176, -0.004238845780491829, -0.004036811180412769, -0.003834776347503066, -0.003632741514593363, -0.0034307066816836596, -0.0032286718487739563, -0.003026637015864253, -0.00282460218295455, -0.0026225673500448465, -0.0024205325171351433, -0.00221849768422544, -0.0020164628513157368, -0.0018144280184060335, -0.0016123931854963303, -0.001410358352586627, -0.0012083235196769238, -0.0010062886867672205, -0.0008042538538575172, -0.000602219020947814, -0.00040018418803811073, -0.00019814935512840748, 3.885477781295776e-06, 0.00020592031069099903, 0.0004079551436007023, 0.0006099899765104055, 0.0008120248094201088, 0.001014059642329812, 0.0012160944752395153, 0.0014181293081492186, 0.0016201641410589218, 0.001822198973968625, 0.0020242338068783283, 0.0022262686397880316, 0.002428303472697735, 0.002630338305607438, 0.0028323731385171413, 0.0030344079714268446, 0.003236442804336548, 0.003438477637246251, 0.0036405124701559544, 0.0038425473030656576, 0.004044582135975361, 0.0042466167360544205, 0.004448651801794767, 0.004650686867535114, 0.004852721467614174, 0.0050547560676932335, 0.00525679113343358, 0.005458826199173927, 0.005660860799252987, 0.0058628953993320465, 0.006064930465072393, 0.00626696553081274, 0.0064690001308918]}, "_runtime": 9.472452878952026, "_timestamp": 1596226275.9725478, "_step": 0} -{"val_accuracy": 0.5324379280821917, "val_loss": 1.6577190694199304, "_runtime": 12.12194013595581, "_timestamp": 1596226278.622035, "_step": 1} -{"examples": {"width": 28, "height": 28, "format": "png", "count": 4, "_type": "images", "captions": ["Prediction: r Confidence: 0.483 Truth: v", "Prediction: 5 Confidence: 0.336 Truth: 5", "Prediction: 2 Confidence: 0.906 Truth: 2", "Prediction: 0 Confidence: 0.200 Truth: 0"]}, "_runtime": 12.384113073348999, "_timestamp": 1596226278.884208, "_step": 2} -{"gradients/layers.8.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, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 3.0, 0.0, 1.0, 0.0, 3.0, 0.0, 1.0, 2.0, 3.0, 1.0, 3.0, 1.0, 1.0, 3.0, 3.0, 1.0, 2.0, 0.0, 1.0, 5.0, 2.0, 3.0, 2.0, 1.0, 3.0, 3.0, 0.0, 1.0, 1.0, 0.0, 2.0, 2.0, 1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0], "bins": [-0.02088840678334236, -0.0203664880245924, -0.019844569265842438, -0.019322648644447327, -0.018800729885697365, -0.018278811126947403, -0.017756890505552292, -0.01723497174680233, -0.016713052988052368, -0.016191134229302406, -0.015669215470552444, -0.015147294849157333, -0.014625376090407372, -0.01410345733165741, -0.013581537641584873, -0.013059617951512337, -0.012537699192762375, -0.012015780434012413, -0.011493860743939877, -0.01097194105386734, -0.010450022295117378, -0.009928103536367416, -0.00940618384629488, -0.008884264156222343, -0.008362345397472382, -0.00784042663872242, -0.007318506948649883, -0.006796587724238634, -0.006274668499827385, -0.005752749275416136, -0.005230830051004887, -0.0047089108265936375, -0.004186991602182388, -0.003665072377771139, -0.00314315315335989, -0.002621233928948641, -0.0020993147045373917, -0.0015773954801261425, -0.0010554762557148933, -0.0005335570313036442, -1.163780689239502e-05, 0.0005102814175188541, 0.0010322006419301033, 0.0015541198663413525, 0.0020760390907526016, 0.002597958315163851, 0.0031198775395751, 0.003641796763986349, 0.004163715988397598, 0.004685635212808847, 0.005207554437220097, 0.005729473661631346, 0.006251392886042595, 0.006773312110453844, 0.007295231334865093, 0.00781715102493763, 0.008339069783687592, 0.008860988542437553, 0.00938290823251009, 0.009904827922582626, 0.010426746681332588, 0.01094866544008255, 0.011470585130155087, 0.011992504820227623, 0.012514423578977585]}, "gradients/layers.8.weight": {"_type": "histogram", "values": [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, 2.0, 1.0, 3.0, 0.0, 1.0, 3.0, 6.0, 2.0, 2.0, 4.0, 6.0, 8.0, 6.0, 7.0, 5.0, 18.0, 19.0, 14.0, 24.0, 40.0, 47.0, 57.0, 81.0, 87.0, 119.0, 149.0, 198.0, 283.0, 389.0, 560.0, 781.0, 1834.0, 1182.0, 653.0, 386.0, 292.0, 207.0, 127.0, 109.0, 80.0, 47.0, 23.0, 27.0, 18.0, 10.0, 7.0, 3.0, 3.0, 3.0], "bins": [-0.15499946475028992, -0.15163947641849518, -0.14827948808670044, -0.1449195146560669, -0.14155952632427216, -0.13819953799247742, -0.13483954966068268, -0.13147957623004913, -0.1281195878982544, -0.12475959956645966, -0.12139961868524551, -0.11803963035345078, -0.11467964947223663, -0.1113196611404419, -0.10795968025922775, -0.10459969192743301, -0.10123971104621887, -0.09787972271442413, -0.0945197343826294, -0.09115975350141525, -0.08779976516962051, -0.08443978428840637, -0.08107979595661163, -0.07771981507539749, -0.07435982674360275, -0.07099984586238861, -0.06763985753059387, -0.06427987664937973, -0.06091988831758499, -0.05755990371108055, -0.05419991910457611, -0.05083993449807167, -0.04747994989156723, -0.04411996528506279, -0.04075998067855835, -0.03739999607205391, -0.03404001146554947, -0.03068002499639988, -0.02732004038989544, -0.023960055783391, -0.02060007117688656, -0.017240086570382118, -0.013880101963877678, -0.010520116426050663, -0.007160131819546223, -0.0038001469802111387, -0.00044016214087605476, 0.002919822698459029, 0.006279807537794113, 0.009639792144298553, 0.012999776750802994, 0.016359761357307434, 0.019719745963811874, 0.023079732432961464, 0.026439717039465904, 0.029799701645970345, 0.033159688115119934, 0.036519672721624374, 0.039879657328128815, 0.043239641934633255, 0.046599626541137695, 0.049959611147642136, 0.053319595754146576, 0.056679580360651016, 0.06003956496715546]}, "gradients/layers.5.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, 1.0, 2.0, 1.0, 0.0, 1.0, 0.0, 2.0, 4.0, 1.0, 4.0, 1.0, 2.0, 1.0, 6.0, 2.0, 5.0, 5.0, 5.0, 5.0, 8.0, 5.0, 4.0, 5.0, 4.0, 6.0, 5.0, 3.0, 2.0, 1.0, 2.0, 4.0, 2.0, 2.0, 2.0, 1.0, 4.0, 2.0, 2.0, 3.0, 0.0, 2.0, 1.0, 2.0, 0.0, 0.0, 3.0, 0.0, 1.0, 1.0, 0.0, 1.0], "bins": [-0.00927681103348732, -0.00902009941637516, -0.008763387799263, -0.00850667618215084, -0.008249964565038681, -0.007993252016603947, -0.007736540399491787, -0.007479828782379627, -0.0072231171652674675, -0.006966405548155308, -0.006709693931043148, -0.006452981848269701, -0.006196270231157541, -0.0059395586140453815, -0.0056828465312719345, -0.005426134914159775, -0.005169423297047615, -0.004912711679935455, -0.004656000062823296, -0.0043992879800498486, -0.004142576362937689, -0.003885864745825529, -0.0036291528958827257, -0.0033724410459399223, -0.0031157294288277626, -0.002859017811715603, -0.0026023059617727995, -0.002345594111829996, -0.0020888824947178364, -0.0018321707611903548, -0.0015754590276628733, -0.0013187472941353917, -0.0010620355606079102, -0.0008053238270804286, -0.000548612093552947, -0.0002919003600254655, -3.518862649798393e-05, 0.00022152310702949762, 0.0004782348405569792, 0.0007349465740844607, 0.0009916583076119423, 0.0012483700411394238, 0.0015050817746669054, 0.001761793508194387, 0.0020185052417218685, 0.0022752168588340282, 0.0025319287087768316, 0.002788640558719635, 0.0030453521758317947, 0.0033020637929439545, 0.003558775642886758, 0.0038154874928295612, 0.004072199109941721, 0.004328910727053881, 0.004585622809827328, 0.0048423344269394875, 0.005099046044051647, 0.005355757661163807, 0.005612469278275967, 0.005869181361049414, 0.006125892978161573, 0.006382604595273733, 0.00663931667804718, 0.00689602829515934, 0.0071527399122715]}, "gradients/layers.5.weight": {"_type": "histogram", "values": [2.0, 0.0, 0.0, 2.0, 1.0, 0.0, 1.0, 2.0, 2.0, 1.0, 3.0, 8.0, 12.0, 8.0, 10.0, 22.0, 23.0, 38.0, 24.0, 53.0, 81.0, 107.0, 109.0, 155.0, 208.0, 281.0, 346.0, 458.0, 586.0, 726.0, 813.0, 1031.0, 1089.0, 1192.0, 1860.0, 1178.0, 1052.0, 907.0, 751.0, 630.0, 566.0, 428.0, 382.0, 277.0, 246.0, 170.0, 131.0, 116.0, 78.0, 61.0, 39.0, 26.0, 16.0, 21.0, 17.0, 12.0, 7.0, 11.0, 3.0, 2.0, 1.0, 1.0, 0.0, 1.0], "bins": [-0.027150649577379227, -0.026368524879217148, -0.025586402043700218, -0.02480427734553814, -0.02402215264737606, -0.02324002981185913, -0.022457905113697052, -0.021675780415534973, -0.020893655717372894, -0.020111532881855965, -0.019329408183693886, -0.018547283485531807, -0.017765160650014877, -0.0169830359518528, -0.01620091125369072, -0.015418787486851215, -0.014636663720011711, -0.013854539953172207, -0.013072415255010128, -0.012290291488170624, -0.011508166790008545, -0.01072604302316904, -0.009943919256329536, -0.009161794558167458, -0.008379670791327953, -0.007597546558827162, -0.00681542232632637, -0.006033298559486866, -0.0052511743269860744, -0.004469050094485283, -0.003686926094815135, -0.002904802095144987, -0.0021226778626441956, -0.0013405537465587258, -0.0005584296304732561, 0.0002236944856122136, 0.0010058186016976833, 0.001787942717783153, 0.0025700668338686228, 0.0033521908335387707, 0.004134315066039562, 0.004916439298540354, 0.005698563531041145, 0.00648068729788065, 0.007262811530381441, 0.008044935762882233, 0.008827059529721737, 0.009609184227883816, 0.01039130799472332, 0.011173431761562824, 0.011955556459724903, 0.012737680226564407, 0.013519804924726486, 0.01430192869156599, 0.015084052458405495, 0.015866177156567574, 0.016648299992084503, 0.017430424690246582, 0.01821254938840866, 0.01899467408657074, 0.01977679692208767, 0.020558921620249748, 0.021341046318411827, 0.022123169153928757, 0.022905293852090836]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 2.0, 2.0, 3.0, 0.0, 4.0, 2.0, 2.0, 4.0, 1.0, 4.0, 4.0, 1.0, 2.0, 3.0, 2.0, 5.0, 5.0, 3.0, 3.0, 4.0, 4.0, 5.0, 6.0, 5.0, 1.0, 9.0, 4.0, 1.0, 2.0, 2.0, 3.0, 3.0, 2.0, 3.0, 1.0, 6.0, 2.0, 1.0, 1.0, 0.0, 0.0, 2.0, 1.0, 2.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.007968461140990257, -0.007691812701523304, -0.007415164262056351, -0.00713851535692811, -0.006861866917461157, -0.006585218477994204, -0.006308569572865963, -0.00603192113339901, -0.005755272693932056, -0.005478624254465103, -0.00520197581499815, -0.004925326909869909, -0.004648678470402956, -0.004372030030936003, -0.004095381125807762, -0.003818732686340809, -0.0035420842468738556, -0.0032654358074069023, -0.0029887871351093054, -0.0027121384628117085, -0.002435490023344755, -0.002158841583877802, -0.001882192911580205, -0.0016055443556979299, -0.0013288957998156548, -0.0010522472439333797, -0.0007755986880511045, -0.0004989501321688294, -0.00022230157628655434, 5.434697959572077e-05, 0.00033099553547799587, 0.000607644091360271, 0.0008842926472425461, 0.0011609412031248212, 0.0014375897590070963, 0.0017142383148893714, 0.0019908868707716465, 0.0022675353102385998, 0.0025441839825361967, 0.0028208326548337936, 0.003097481094300747, 0.0033741295337677, 0.003650778206065297, 0.003927426878362894, 0.004204075317829847, 0.004480723757296801, 0.004757372662425041, 0.0050340211018919945, 0.005310669541358948, 0.005587317980825901, 0.005863966420292854, 0.006140615325421095, 0.006417263764888048, 0.0066939122043550014, 0.006970561109483242, 0.007247209548950195, 0.007523857988417149, 0.007800506427884102, 0.008077154867351055, 0.008353803306818008, 0.008630452677607536, 0.00890710111707449, 0.009183749556541443, 0.009460397996008396, 0.00973704643547535]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [2.0, 0.0, 0.0, 0.0, 3.0, 2.0, 4.0, 4.0, 4.0, 5.0, 7.0, 4.0, 8.0, 26.0, 33.0, 38.0, 44.0, 70.0, 110.0, 145.0, 182.0, 247.0, 321.0, 388.0, 442.0, 577.0, 664.0, 789.0, 876.0, 1044.0, 1074.0, 1107.0, 1603.0, 1071.0, 1007.0, 808.0, 714.0, 663.0, 481.0, 386.0, 322.0, 268.0, 187.0, 164.0, 113.0, 83.0, 69.0, 51.0, 48.0, 35.0, 31.0, 13.0, 14.0, 13.0, 7.0, 5.0, 4.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.02472667396068573, -0.02395695075392723, -0.02318722940981388, -0.022417506203055382, -0.021647782996296883, -0.020878061652183533, -0.020108338445425034, -0.019338615238666534, -0.018568892031908035, -0.017799170687794685, -0.017029447481036186, -0.016259724274277687, -0.015490002930164337, -0.014720279723405838, -0.013950557447969913, -0.013180834241211414, -0.01241111196577549, -0.011641389690339565, -0.010871666483581066, -0.010101944208145142, -0.009332221001386642, -0.008562498725950718, -0.007792776450514793, -0.0070230537094175816, -0.00625333096832037, -0.005483608227223158, -0.004713885486125946, -0.0039441632106900215, -0.0031744404695928097, -0.002404717728495598, -0.0016349952202290297, -0.0008652725955471396, -9.554997086524963e-05, 0.0006741726538166404, 0.0014438952784985304, 0.0022136177867650986, 0.0029833405278623104, 0.0037530632689595222, 0.004522785544395447, 0.005292508285492659, 0.0060622310265898705, 0.006831953767687082, 0.007601676508784294, 0.008371398784220219, 0.009141121059656143, 0.009910844266414642, 0.010680566541850567, 0.011450289748609066, 0.01222001202404499, 0.012989734299480915, 0.013759457506239414, 0.014529179781675339, 0.015298902988433838, 0.016068624332547188, 0.016838347539305687, 0.017608070746064186, 0.018377792090177536, 0.019147515296936035, 0.019917238503694534, 0.020686961710453033, 0.021456683054566383, 0.022226406261324883, 0.02299612946808338, 0.02376585081219673, 0.02453557401895523]}, "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, 2.0, 1.0, 1.0, 0.0, 1.0, 2.0, 1.0, 2.0, 3.0, 1.0, 3.0, 2.0, 3.0, 5.0, 5.0, 5.0, 2.0, 3.0, 2.0, 4.0, 2.0, 4.0, 5.0, 6.0, 3.0, 3.0, 6.0, 4.0, 4.0, 3.0, 1.0, 4.0, 6.0, 4.0, 2.0, 1.0, 3.0, 3.0, 0.0, 2.0, 0.0, 3.0, 2.0, 2.0, 1.0, 2.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0], "bins": [-0.0135756004601717, -0.013184208422899246, -0.012792816385626793, -0.01240142434835434, -0.012010032311081886, -0.011618640273809433, -0.01122724823653698, -0.010835856199264526, -0.010444464161992073, -0.010053071193397045, -0.009661679156124592, -0.009270287118852139, -0.008878895081579685, -0.008487503044307232, -0.008096111007034779, -0.007704718969762325, -0.007313326932489872, -0.006921934895217419, -0.006530542857944965, -0.006139150820672512, -0.005747758783400059, -0.005356366280466318, -0.004964974243193865, -0.0045735822059214115, -0.004182190168648958, -0.003790798131376505, -0.0033994060941040516, -0.0030080138240009546, -0.0026166217867285013, -0.002225229749456048, -0.0018338375957682729, -0.0014424454420804977, -0.0010510534048080444, -0.0006596613093279302, -0.000268269213847816, 0.00012312288163229823, 0.0005145149771124125, 0.0009059070725925267, 0.001297299168072641, 0.001688691321760416, 0.0020800833590328693, 0.0024714753963053226, 0.002862867433577776, 0.003254259703680873, 0.0036456517409533262, 0.004037044011056423, 0.0044284360483288765, 0.00481982808560133, 0.005211220122873783, 0.005602612160146236, 0.00599400419741869, 0.006385396234691143, 0.006776788271963596, 0.007168180774897337, 0.00755957281216979, 0.007950964383780956, 0.008342357352375984, 0.008733749389648438, 0.00912514142692089, 0.009516533464193344, 0.009907925501465797, 0.01029931753873825, 0.010690709576010704, 0.011082101613283157, 0.01147349365055561]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [2.0, 1.0, 2.0, 1.0, 1.0, 5.0, 2.0, 4.0, 4.0, 12.0, 8.0, 7.0, 12.0, 7.0, 20.0, 23.0, 19.0, 30.0, 44.0, 67.0, 104.0, 141.0, 182.0, 312.0, 432.0, 582.0, 727.0, 1001.0, 1251.0, 1591.0, 2041.0, 2675.0, 3344.0, 4390.0, 5780.0, 8262.0, 38576.0, 7245.0, 5265.0, 4080.0, 2966.0, 2319.0, 1705.0, 1315.0, 1063.0, 782.0, 568.0, 421.0, 279.0, 195.0, 152.0, 96.0, 75.0, 51.0, 41.0, 22.0, 10.0, 4.0, 8.0, 10.0, 8.0, 3.0, 4.0, 3.0], "bins": [-0.01232061441987753, -0.011981618590652943, -0.011642622761428356, -0.01130362693220377, -0.010964631102979183, -0.010625635273754597, -0.01028663944453001, -0.009947643615305424, -0.009608648717403412, -0.009269652888178825, -0.008930657058954239, -0.008591661229729652, -0.008252665400505066, -0.00791366957128048, -0.007574673742055893, -0.0072356779128313065, -0.00689668208360672, -0.0065576862543821335, -0.006218690425157547, -0.0058796945959329605, -0.005540698766708374, -0.005201703403145075, -0.004862707573920488, -0.004523711744695902, -0.004184715915471315, -0.003845720086246729, -0.0035067242570221424, -0.0031677286606281996, -0.002828732831403613, -0.0024897370021790266, -0.0021507414057850838, -0.0018117455765604973, -0.0014727497473359108, -0.0011337539181113243, -0.0007947582053020597, -0.0004557624342851341, -0.0001167666632682085, 0.00022222910774871707, 0.0005612248787656426, 0.0009002206497825682, 0.0012392164207994938, 0.0015782122500240803, 0.001917207962833345, 0.0022562036756426096, 0.002595199504867196, 0.0029341953340917826, 0.0032731909304857254, 0.003612186759710312, 0.003951182588934898, 0.004290178418159485, 0.004629174247384071, 0.004968170076608658, 0.005307165905833244, 0.0056461612693965435, 0.00598515709862113, 0.0063241529278457165, 0.006663148757070303, 0.0070021445862948895, 0.007341140415519476, 0.007680136244744062, 0.008019131608307362, 0.008358127437531948, 0.008697123266756535, 0.009036119095981121, 0.009375114925205708]}, "_runtime": 15.888229131698608, "_timestamp": 1596226282.388324, "_step": 3} -{"val_accuracy": 0.6771225742009132, "val_loss": 1.0246705486349863, "_runtime": 20.089812755584717, "_timestamp": 1596226286.5899076, "_step": 4} -{"examples": {"width": 28, "height": 28, "format": "png", "count": 4, "_type": "images", "captions": ["Prediction: R Confidence: 0.326 Truth: v", "Prediction: 5 Confidence: 0.878 Truth: 5", "Prediction: 2 Confidence: 0.916 Truth: 2", "Prediction: 0 Confidence: 0.455 Truth: 0"]}, "_runtime": 20.34834098815918, "_timestamp": 1596226286.8484359, "_step": 5} -{"gradients/layers.8.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, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 2.0, 1.0, 0.0, 1.0, 0.0, 2.0, 0.0, 0.0, 1.0, 2.0, 2.0, 1.0, 2.0, 1.0, 0.0, 2.0, 3.0, 4.0, 5.0, 6.0, 2.0, 2.0, 1.0, 2.0, 4.0, 1.0, 1.0, 2.0, 1.0, 0.0, 2.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0], "bins": [-0.020412417128682137, -0.01991783082485199, -0.019423246383666992, -0.018928660079836845, -0.018434075638651848, -0.0179394893348217, -0.017444904893636703, -0.016950318589806557, -0.01645573414862156, -0.015961147844791412, -0.01546656247228384, -0.014971977099776268, -0.014477391727268696, -0.013982806354761124, -0.013488220982253551, -0.01299363560974598, -0.012499050237238407, -0.012004464864730835, -0.011509879492223263, -0.01101529411971569, -0.010520708747208118, -0.010026123374700546, -0.009531538002192974, -0.009036952629685402, -0.008542366325855255, -0.008047780953347683, -0.007553196046501398, -0.007058610673993826, -0.006564024835824966, -0.006069439463317394, -0.005574854090809822, -0.00508026871830225, -0.004585683345794678, -0.0040910979732871056, -0.0035965126007795334, -0.0031019269954413176, -0.0026073416229337454, -0.002112756250426173, -0.0016181707615032792, -0.0011235852725803852, -0.000628999900072813, -0.00013441446935757995, 0.00036017096135765314, 0.0008547563920728862, 0.0013493418227881193, 0.0018439271952956915, 0.0023385128006339073, 0.0028330981731414795, 0.0033276835456490517, 0.003822268918156624, 0.004316854290664196, 0.004811439663171768, 0.00530602503567934, 0.0058006108738482, 0.006295196246355772, 0.006789781618863344, 0.007284366991370916, 0.0077789523638784885, 0.008273538202047348, 0.00876812357455492, 0.009262708947062492, 0.009757294319570065, 0.010251879692077637, 0.010746465064585209, 0.011241050437092781]}, "gradients/layers.8.weight": {"_type": "histogram", "values": [2.0, 0.0, 0.0, 2.0, 0.0, 3.0, 1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 4.0, 0.0, 5.0, 5.0, 7.0, 6.0, 10.0, 11.0, 8.0, 11.0, 16.0, 23.0, 30.0, 35.0, 48.0, 60.0, 77.0, 93.0, 139.0, 155.0, 229.0, 334.0, 448.0, 659.0, 1888.0, 1534.0, 722.0, 477.0, 257.0, 200.0, 124.0, 78.0, 62.0, 49.0, 32.0, 18.0, 19.0, 13.0, 9.0, 9.0, 8.0, 0.0, 3.0, 1.0, 3.0, 2.0, 0.0, 0.0, 2.0, 0.0, 0.0, 1.0], "bins": [-0.10982166230678558, -0.10681430995464325, -0.10380696505308151, -0.10079962015151978, -0.09779226779937744, -0.09478491544723511, -0.09177757054567337, -0.08877022564411163, -0.0857628732919693, -0.08275552093982697, -0.07974817603826523, -0.07674083113670349, -0.07373347878456116, -0.07072612643241882, -0.06771878153085709, -0.06471143662929535, -0.061704084277153015, -0.05869673565030098, -0.055689387023448944, -0.05268203839659691, -0.04967468976974487, -0.04666734114289284, -0.0436599925160408, -0.040652643889188766, -0.03764529526233673, -0.034637946635484695, -0.03163059800863266, -0.028623249381780624, -0.02561590075492859, -0.022608552128076553, -0.019601203501224518, -0.016593854874372482, -0.013586506247520447, -0.010579157620668411, -0.007571808993816376, -0.00456446036696434, -0.0015571117401123047, 0.0014502368867397308, 0.004457585513591766, 0.007464934140443802, 0.010472282767295837, 0.013479631394147873, 0.01648698002099991, 0.019494328647851944, 0.02250167727470398, 0.025509025901556015, 0.02851637452840805, 0.031523723155260086, 0.03453107178211212, 0.03753842040896416, 0.04054576903581619, 0.04355311766266823, 0.046560466289520264, 0.0495678149163723, 0.052575163543224335, 0.05558251217007637, 0.058589860796928406, 0.06159720942378044, 0.06460455805063248, 0.06761190295219421, 0.07061925530433655, 0.07362660765647888, 0.07663395255804062, 0.07964129745960236, 0.08264864981174469]}, "gradients/layers.5.bias": {"_type": "histogram", "values": [2.0, 0.0, 0.0, 0.0, 1.0, 1.0, 2.0, 1.0, 0.0, 0.0, 0.0, 0.0, 3.0, 1.0, 2.0, 4.0, 3.0, 1.0, 1.0, 0.0, 2.0, 2.0, 4.0, 5.0, 5.0, 1.0, 6.0, 6.0, 5.0, 4.0, 4.0, 2.0, 3.0, 3.0, 3.0, 1.0, 3.0, 5.0, 3.0, 4.0, 4.0, 4.0, 3.0, 0.0, 2.0, 0.0, 2.0, 2.0, 1.0, 3.0, 2.0, 2.0, 3.0, 1.0, 1.0, 3.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.005674927495419979, -0.005493820179253817, -0.005312713328748941, -0.005131606012582779, -0.004950499162077904, -0.004769391845911741, -0.004588284529745579, -0.004407177679240704, -0.004226070363074541, -0.004044963046908379, -0.0038638561964035034, -0.003682748880237341, -0.003501641796901822, -0.0033205347135663033, -0.0031394273974001408, -0.002958320314064622, -0.002777213230729103, -0.0025961061473935843, -0.0024149990640580654, -0.002233891747891903, -0.002052784664556384, -0.0018716775812208652, -0.0016905703814700246, -0.001509463181719184, -0.001328356098383665, -0.0011472490150481462, -0.0009661418152973056, -0.0007850346737541258, -0.0006039275322109461, -0.00042282039066776633, -0.00024171324912458658, -6.060610758140683e-05, 0.00012050103396177292, 0.00030160817550495267, 0.0004827153170481324, 0.0006638224585913122, 0.0008449296001344919, 0.0010260366834700108, 0.0012071438832208514, 0.001388251082971692, 0.001569358166307211, 0.0017504652496427298, 0.0019315724493935704, 0.002112679649144411, 0.00229378673247993, 0.0024748938158154488, 0.0026560011319816113, 0.00283710821531713, 0.003018215298652649, 0.0031993223819881678, 0.0033804294653236866, 0.003561536781489849, 0.003742643864825368, 0.003923750948160887, 0.004104858264327049, 0.0042859651148319244, 0.004467072430998087, 0.004648179747164249, 0.004829286597669125, 0.005010393913835287, 0.00519150123000145, 0.005372608080506325, 0.005553715396672487, 0.0057348222471773624, 0.005915929563343525]}, "gradients/layers.5.weight": {"_type": "histogram", "values": [1.0, 1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 7.0, 6.0, 3.0, 8.0, 15.0, 15.0, 26.0, 21.0, 46.0, 63.0, 83.0, 132.0, 162.0, 219.0, 269.0, 344.0, 444.0, 550.0, 654.0, 844.0, 950.0, 1024.0, 1145.0, 1577.0, 1134.0, 1066.0, 924.0, 802.0, 717.0, 681.0, 499.0, 426.0, 339.0, 265.0, 205.0, 182.0, 137.0, 117.0, 72.0, 56.0, 50.0, 34.0, 16.0, 14.0, 6.0, 6.0, 6.0, 6.0, 1.0, 4.0, 0.0, 1.0, 2.0, 1.0, 1.0], "bins": [-0.018769731745123863, -0.018197767436504364, -0.017625803127884865, -0.017053838819265366, -0.016481872648000717, -0.015909908339381218, -0.015337944030761719, -0.01476597972214222, -0.01419401541352272, -0.013622051104903221, -0.013050086796283722, -0.012478121556341648, -0.011906157247722149, -0.01133419293910265, -0.010762227699160576, -0.010190263390541077, -0.009618299081921577, -0.009046334773302078, -0.008474370464682579, -0.007902405224740505, -0.007330440916121006, -0.006758476607501507, -0.00618651183322072, -0.005614547058939934, -0.005042582750320435, -0.004470618441700935, -0.003898653667420149, -0.003326689125970006, -0.002754724584519863, -0.0021827600430697203, -0.0016107955016195774, -0.0010388309601694345, -0.0004668664187192917, 0.00010509812273085117, 0.000677062664180994, 0.001249027205631137, 0.0018209917470812798, 0.0023929562885314226, 0.0029649208299815655, 0.0035368853714317083, 0.004108849912881851, 0.00468081422150135, 0.005252778995782137, 0.005824743770062923, 0.006396708078682423, 0.006968672387301922, 0.007540637161582708, 0.008112601935863495, 0.008684566244482994, 0.009256530553102493, 0.009828494861721992, 0.010400460101664066, 0.010972424410283566, 0.011544388718903065, 0.012116353958845139, 0.012688318267464638, 0.013260282576084137, 0.013832246884703636, 0.014404211193323135, 0.01497617643326521, 0.015548140741884708, 0.016120105981826782, 0.01669207029044628, 0.01726403459906578, 0.01783599890768528]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 3.0, 0.0, 0.0, 3.0, 3.0, 3.0, 1.0, 4.0, 5.0, 2.0, 4.0, 5.0, 7.0, 2.0, 3.0, 7.0, 2.0, 9.0, 3.0, 8.0, 3.0, 4.0, 1.0, 2.0, 3.0, 2.0, 4.0, 1.0, 2.0, 4.0, 3.0, 4.0, 1.0, 2.0, 0.0, 1.0, 2.0, 1.0, 1.0, 3.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0], "bins": [-0.00837414525449276, -0.008107626810669899, -0.007841108366847038, -0.0075745899230241776, -0.007308071479201317, -0.007041553035378456, -0.006775034591555595, -0.006508516147732735, -0.006241997703909874, -0.0059754797257483006, -0.00570896128192544, -0.005442442838102579, -0.005175924394279718, -0.004909405950456858, -0.004642887506633997, -0.004376369062811136, -0.0041098506189882755, -0.003843332175165415, -0.003576813731342554, -0.0033102952875196934, -0.0030437768436968327, -0.0027772586327046156, -0.002510740188881755, -0.002244221745058894, -0.0019777033012360334, -0.0017111848574131727, -0.001444666413590312, -0.0011781480861827731, -0.0009116296423599124, -0.0006451111985370517, -0.0003785928129218519, -0.00011207439820282161, 0.00015444401651620865, 0.0004209624312352389, 0.0006874808459542692, 0.000953999231569469, 0.0012205176753923297, 0.0014870361192151904, 0.0017535544466227293, 0.00202007289044559, 0.0022865913342684507, 0.0025531097780913115, 0.002819628221914172, 0.003086146665737033, 0.00335266487672925, 0.0036191833205521107, 0.0038857017643749714, 0.004152220208197832, 0.004418738652020693, 0.0046852570958435535, 0.004951775539666414, 0.005218293983489275, 0.005484812427312136, 0.005751330871134996, 0.006017849314957857, 0.006284367758780718, 0.006550885736942291, 0.006817404180765152, 0.007083922624588013, 0.007350441068410873, 0.007616959512233734, 0.007883477956056595, 0.008149996399879456, 0.008416514843702316, 0.008683033287525177]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [4.0, 0.0, 1.0, 3.0, 5.0, 8.0, 4.0, 7.0, 10.0, 14.0, 19.0, 14.0, 26.0, 30.0, 38.0, 44.0, 78.0, 83.0, 126.0, 128.0, 177.0, 235.0, 285.0, 346.0, 418.0, 553.0, 699.0, 797.0, 951.0, 1020.0, 1149.0, 1635.0, 1125.0, 1029.0, 855.0, 704.0, 657.0, 552.0, 477.0, 406.0, 322.0, 231.0, 245.0, 187.0, 122.0, 117.0, 101.0, 75.0, 73.0, 31.0, 40.0, 32.0, 17.0, 16.0, 13.0, 11.0, 12.0, 7.0, 6.0, 3.0, 3.0, 1.0, 3.0, 4.0], "bins": [-0.023297127336263657, -0.022559281438589096, -0.021821435540914536, -0.021083589643239975, -0.020345743745565414, -0.019607897847890854, -0.018870051950216293, -0.018132206052541733, -0.017394360154867172, -0.01665651425719261, -0.01591866835951805, -0.01518082246184349, -0.01444297656416893, -0.01370513066649437, -0.012967284768819809, -0.012229438871145248, -0.011491592973470688, -0.010753747075796127, -0.010015901178121567, -0.009278055280447006, -0.008540209382772446, -0.007802363485097885, -0.007064517587423325, -0.006326671689748764, -0.0055888257920742035, -0.004850979894399643, -0.004113133996725082, -0.003375288099050522, -0.0026374422013759613, -0.0018995963037014008, -0.0011617504060268402, -0.00042390450835227966, 0.0003139413893222809, 0.0010517872869968414, 0.001789633184671402, 0.0025274790823459625, 0.003265324980020523, 0.004003170877695084, 0.004741016775369644, 0.005478862673044205, 0.006216708570718765, 0.006954554468393326, 0.007692400366067886, 0.008430246263742447, 0.009168092161417007, 0.009905938059091568, 0.010643783956766129, 0.011381629854440689, 0.01211947575211525, 0.01285732164978981, 0.01359516754746437, 0.014333013445138931, 0.015070859342813492, 0.015808705240488052, 0.016546551138162613, 0.017284397035837173, 0.018022242933511734, 0.018760088831186295, 0.019497934728860855, 0.020235780626535416, 0.020973626524209976, 0.021711472421884537, 0.022449318319559097, 0.023187164217233658, 0.02392501011490822]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [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, 2.0, 0.0, 0.0, 1.0, 5.0, 2.0, 4.0, 2.0, 4.0, 3.0, 1.0, 4.0, 6.0, 2.0, 4.0, 6.0, 5.0, 8.0, 3.0, 3.0, 2.0, 1.0, 5.0, 2.0, 3.0, 5.0, 3.0, 5.0, 0.0, 7.0, 2.0, 3.0, 2.0, 0.0, 4.0, 2.0, 1.0, 4.0, 2.0, 0.0, 0.0, 2.0, 0.0, 2.0, 1.0, 1.0, 0.0, 1.0], "bins": [-0.01578725501894951, -0.015337130054831505, -0.014887005090713501, -0.014436880126595497, -0.013986755162477493, -0.013536629267036915, -0.013086504302918911, -0.012636379338800907, -0.012186254374682903, -0.0117361294105649, -0.011286004446446896, -0.010835879482328892, -0.010385753586888313, -0.00993562862277031, -0.009485503658652306, -0.009035378694534302, -0.008585253730416298, -0.008135128766298294, -0.00768500380218029, -0.007234878372400999, -0.006784753408282995, -0.006334628444164991, -0.0058845030143857, -0.005434378050267696, -0.0049842530861496925, -0.004534128122031689, -0.004084003157913685, -0.0036338777281343937, -0.00318375276401639, -0.002733627799898386, -0.0022835026029497385, -0.0018333775224164128, -0.0013832524418830872, -0.0009331273613497615, -0.0004830022808164358, -3.287720028311014e-05, 0.00041724788025021553, 0.0008673729607835412, 0.0013174980413168669, 0.0017676231218501925, 0.0022177482023835182, 0.002667873166501522, 0.0031179983634501696, 0.003568123560398817, 0.004018248524516821, 0.004468373488634825, 0.004918498918414116, 0.00536862388253212, 0.005818748846650124, 0.0062688738107681274, 0.006718998774886131, 0.0071691242046654224, 0.007619249168783426, 0.008069374598562717, 0.008519499562680721, 0.008969624526798725, 0.009419749490916729, 0.009869874455034733, 0.010319999419152737, 0.01077012438327074, 0.011220250278711319, 0.011670375242829323, 0.012120500206947327, 0.01257062517106533, 0.013020750135183334]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [1.0, 2.0, 5.0, 1.0, 5.0, 9.0, 10.0, 15.0, 23.0, 25.0, 26.0, 47.0, 61.0, 77.0, 103.0, 146.0, 228.0, 312.0, 445.0, 659.0, 907.0, 1175.0, 1476.0, 1874.0, 2315.0, 2821.0, 3642.0, 4506.0, 6498.0, 40163.0, 8236.0, 5232.0, 3817.0, 3047.0, 2494.0, 2013.0, 1748.0, 1411.0, 1160.0, 903.0, 658.0, 551.0, 409.0, 283.0, 239.0, 189.0, 119.0, 77.0, 69.0, 39.0, 30.0, 17.0, 5.0, 4.0, 4.0, 6.0, 6.0, 1.0, 3.0, 2.0, 2.0, 0.0, 0.0, 1.0], "bins": [-0.01139830145984888, -0.011013888753950596, -0.010629475116729736, -0.010245062410831451, -0.009860649704933167, -0.009476236999034882, -0.009091824293136597, -0.008707410655915737, -0.008322997950017452, -0.007938585244119167, -0.007554172072559595, -0.007169758901000023, -0.006785346195101738, -0.006400933489203453, -0.006016520317643881, -0.005632107146084309, -0.005247694440186024, -0.004863281734287739, -0.004478868562728167, -0.004094455391168594, -0.0037100426852703094, -0.003325629746541381, -0.0029412168078124523, -0.0025568038690835238, -0.002172390930354595, -0.0017879779916256666, -0.001403565052896738, -0.0010191521141678095, -0.0006347391754388809, -0.00025032623670995235, 0.0001340867020189762, 0.0005184996407479048, 0.0009029125794768333, 0.001287325518205762, 0.0016717384569346905, 0.002056151395663619, 0.0024405643343925476, 0.002824977273121476, 0.0032093902118504047, 0.0035938031505793333, 0.003978216089308262, 0.004362628795206547, 0.004747041966766119, 0.005131455138325691, 0.005515867844223976, 0.005900280550122261, 0.006284693721681833, 0.0066691068932414055, 0.00705351959913969, 0.007437932305037975, 0.007822345942258835, 0.00820675864815712, 0.008591171354055405, 0.00897558405995369, 0.009359996765851974, 0.009744410403072834, 0.010128823108971119, 0.010513235814869404, 0.010897649452090263, 0.011282062157988548, 0.011666474863886833, 0.012050887569785118, 0.012435300275683403, 0.012819713912904263, 0.013204126618802547]}, "_runtime": 22.262670278549194, "_timestamp": 1596226288.7627652, "_step": 6} -{"val_accuracy": 0.7250563641552511, "val_loss": 0.8044440825235898, "_runtime": 27.988584280014038, "_timestamp": 1596226294.4886792, "_step": 7} -{"examples": {"width": 28, "height": 28, "format": "png", "count": 4, "_type": "images", "captions": ["Prediction: K Confidence: 0.586 Truth: v", "Prediction: 5 Confidence: 0.962 Truth: 5", "Prediction: 2 Confidence: 0.969 Truth: 2", "Prediction: 0 Confidence: 0.463 Truth: 0"]}, "_runtime": 28.25941514968872, "_timestamp": 1596226294.75951, "_step": 8} -{"gradients/layers.8.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, 2.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 2.0, 0.0, 2.0, 3.0, 0.0, 1.0, 1.0, 0.0, 1.0, 3.0, 2.0, 2.0, 4.0, 3.0, 3.0, 1.0, 0.0, 4.0, 0.0, 1.0, 1.0, 2.0, 3.0, 3.0, 3.0, 1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0], "bins": [-0.014632178470492363, -0.014240427874028683, -0.013848678208887577, -0.013456927612423897, -0.013065177947282791, -0.012673427350819111, -0.012281677685678005, -0.011889927089214325, -0.01149817742407322, -0.011106426827609539, -0.010714676231145859, -0.010322926566004753, -0.009931175969541073, -0.009539426304399967, -0.009147675707936287, -0.008755926042795181, -0.008364175446331501, -0.00797242484986782, -0.007580675184726715, -0.007188925053924322, -0.006797174923121929, -0.006405424326658249, -0.006013674195855856, -0.005621924065053463, -0.00523017393425107, -0.004838423803448677, -0.004446673672646284, -0.004054923541843891, -0.0036631731782108545, -0.0032714230474084616, -0.002879672683775425, -0.002487922552973032, -0.002096172422170639, -0.001704422291368246, -0.0013126720441505313, -0.0009209218551404774, -0.0005291716661304235, -0.00013742147712036967, 0.0002543287118896842, 0.0006460789008997381, 0.001037829089909792, 0.001429579220712185, 0.0018213294679298997, 0.0022130797151476145, 0.0026048298459500074, 0.0029965799767524004, 0.003388330340385437, 0.00378008047118783, 0.004171830601990223, 0.004563580732792616, 0.004955330863595009, 0.005347080994397402, 0.005738831125199795, 0.006130581721663475, 0.006522331852465868, 0.006914081983268261, 0.007305832114070654, 0.007697582244873047, 0.008089332841336727, 0.008481082506477833, 0.008872833102941513, 0.009264582768082619, 0.009656333364546299, 0.010048083029687405, 0.010439833626151085]}, "gradients/layers.8.weight": {"_type": "histogram", "values": [1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 3.0, 3.0, 3.0, 2.0, 5.0, 3.0, 8.0, 14.0, 7.0, 13.0, 20.0, 29.0, 35.0, 43.0, 55.0, 87.0, 115.0, 143.0, 241.0, 334.0, 453.0, 691.0, 2333.0, 1595.0, 593.0, 364.0, 230.0, 151.0, 111.0, 55.0, 52.0, 26.0, 22.0, 20.0, 10.0, 14.0, 15.0, 9.0, 9.0, 3.0, 3.0, 4.0, 1.0, 1.0, 0.0, 1.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.1011698842048645, -0.09796596318483353, -0.09476203471422195, -0.09155811369419098, -0.0883541852235794, -0.08515026420354843, -0.08194634318351746, -0.07874241471290588, -0.07553849369287491, -0.07233456522226334, -0.06913064420223236, -0.06592672318220139, -0.06272279471158981, -0.05951886996626854, -0.056314948946237564, -0.05311102420091629, -0.049907099455595016, -0.04670317471027374, -0.04349924996495247, -0.040295328944921494, -0.03709140419960022, -0.033887479454278946, -0.030683554708957672, -0.027479631826281548, -0.024275707080960274, -0.021071782335639, -0.017867859452962875, -0.014663934707641602, -0.011460010893642902, -0.008256087079644203, -0.005052162799984217, -0.0018482387531548738, 0.001355685293674469, 0.004559609107673168, 0.007763533387333155, 0.010967457666993141, 0.01417138148099184, 0.01737530529499054, 0.020579230040311813, 0.023783152922987938, 0.02698707766830921, 0.030191002413630486, 0.03339492529630661, 0.036598850041627884, 0.03980277478694916, 0.04300669953227043, 0.04621062055230141, 0.04941454529762268, 0.052618470042943954, 0.05582239478826523, 0.0590263195335865, 0.06223024055361748, 0.06543416529893875, 0.06863809376955032, 0.0718420147895813, 0.07504593580961227, 0.07824986428022385, 0.08145378530025482, 0.0846577137708664, 0.08786163479089737, 0.09106555581092834, 0.09426948428153992, 0.09747340530157089, 0.10067733377218246, 0.10388125479221344]}, "gradients/layers.5.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 1.0, 2.0, 2.0, 0.0, 3.0, 6.0, 4.0, 6.0, 4.0, 5.0, 1.0, 7.0, 4.0, 3.0, 5.0, 5.0, 5.0, 5.0, 5.0, 4.0, 1.0, 6.0, 7.0, 5.0, 0.0, 5.0, 5.0, 2.0, 2.0, 2.0, 1.0, 2.0, 3.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 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, 1.0], "bins": [-0.0055969529785215855, -0.00538664823397994, -0.005176343489438295, -0.00496603874489665, -0.004755734000355005, -0.00454542925581336, -0.004335124511271715, -0.00412481976673007, -0.003914515022188425, -0.00370421027764678, -0.003493905533105135, -0.00328360078856349, -0.003073296044021845, -0.0028629912994802, -0.0026526865549385548, -0.0024423818103969097, -0.0022320770658552647, -0.0020217723213136196, -0.0018114675767719746, -0.0016011628322303295, -0.0013908580876886845, -0.0011805533431470394, -0.0009702485986053944, -0.0007599438540637493, -0.0005496391095221043, -0.0003393343649804592, -0.00012902962043881416, 8.127512410283089e-05, 0.00029157986864447594, 0.000501884613186121, 0.000712189357727766, 0.0009224941022694111, 0.0011327988468110561, 0.0013431035913527012, 0.0015534083358943462, 0.0017637130804359913, 0.0019740178249776363, 0.0021843225695192814, 0.0023946273140609264, 0.0026049320586025715, 0.0028152368031442165, 0.0030255415476858616, 0.0032358462922275066, 0.0034461510367691517, 0.0036564557813107967, 0.003866760525852442, 0.004077065270394087, 0.004287370014935732, 0.004497674759477377, 0.004707979504019022, 0.004918284248560667, 0.005128588993102312, 0.005338893737643957, 0.005549198482185602, 0.005759503226727247, 0.005969807971268892, 0.006180112715810537, 0.006390417460352182, 0.0066007222048938274, 0.0068110269494354725, 0.0070213316939771175, 0.007231636438518763, 0.007441941183060408, 0.007652245927602053, 0.007862551137804985]}, "gradients/layers.5.weight": {"_type": "histogram", "values": [1.0, 1.0, 0.0, 1.0, 0.0, 2.0, 1.0, 3.0, 7.0, 2.0, 8.0, 15.0, 23.0, 29.0, 43.0, 60.0, 83.0, 131.0, 194.0, 238.0, 328.0, 427.0, 598.0, 763.0, 933.0, 1183.0, 1405.0, 1467.0, 1864.0, 1336.0, 1163.0, 902.0, 706.0, 617.0, 432.0, 356.0, 248.0, 185.0, 141.0, 135.0, 69.0, 71.0, 46.0, 27.0, 25.0, 28.0, 16.0, 13.0, 14.0, 10.0, 9.0, 2.0, 7.0, 2.0, 4.0, 4.0, 0.0, 3.0, 0.0, 0.0, 1.0, 1.0, 0.0, 1.0], "bins": [-0.01584942638874054, -0.015283997170627117, -0.014718567952513695, -0.014153138734400272, -0.01358770951628685, -0.013022280298173428, -0.012456851080060005, -0.011891421861946583, -0.01132599264383316, -0.010760563425719738, -0.010195134207606316, -0.009629704989492893, -0.00906427577137947, -0.008498846553266048, -0.007933417335152626, -0.007367988117039204, -0.006802558898925781, -0.006237129680812359, -0.0056717004626989365, -0.005106271244585514, -0.004540842026472092, -0.003975412808358669, -0.003409983590245247, -0.0028445543721318245, -0.002279125154018402, -0.0017136959359049797, -0.0011482667177915573, -0.0005828374996781349, -1.7408281564712524e-05, 0.0005480209365487099, 0.0011134501546621323, 0.0016788793727755547, 0.002244308590888977, 0.0028097378090023994, 0.003375167027115822, 0.003940596245229244, 0.004506025463342667, 0.005071454681456089, 0.005636883899569511, 0.006202313117682934, 0.006767742335796356, 0.007333171553909779, 0.007898600772023201, 0.008464029990136623, 0.009029459208250046, 0.009594888426363468, 0.01016031764447689, 0.010725746862590313, 0.011291176080703735, 0.011856605298817158, 0.01242203451693058, 0.012987463735044003, 0.013552892953157425, 0.014118322171270847, 0.01468375138938427, 0.015249180607497692, 0.015814609825611115, 0.016380038112401962, 0.01694546826183796, 0.017510898411273956, 0.018076326698064804, 0.018641754984855652, 0.01920718513429165, 0.019772615283727646, 0.020338043570518494]}, "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, 1.0, 0.0, 0.0, 4.0, 1.0, 2.0, 3.0, 5.0, 7.0, 3.0, 2.0, 4.0, 3.0, 9.0, 5.0, 3.0, 6.0, 6.0, 7.0, 4.0, 5.0, 5.0, 5.0, 4.0, 5.0, 3.0, 2.0, 5.0, 3.0, 2.0, 2.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 2.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.008869778364896774, -0.008550729602575302, -0.008231681771576405, -0.007912633009254932, -0.00759358424693346, -0.007274535950273275, -0.0069554876536130905, -0.006636438891291618, -0.0063173905946314335, -0.005998342297971249, -0.0056792935356497765, -0.005360245238989592, -0.005041196942329407, -0.004722148180007935, -0.00440309988334775, -0.0040840511210262775, -0.0037650028243660927, -0.003445954294875264, -0.0031269057653844357, -0.002807857468724251, -0.0024888089392334223, -0.0021697604097425938, -0.001850711996667087, -0.0015316635835915804, -0.0012126150541007519, -0.0008935665828175843, -0.0005745181115344167, -0.0002554696402512491, 6.357883103191853e-05, 0.0003826273023150861, 0.0007016757735982537, 0.0010207241866737604, 0.001339772716164589, 0.0016588212456554174, 0.001977869775146246, 0.002296918071806431, 0.0026159666012972593, 0.002935015130788088, 0.0032540634274482727, 0.0035731119569391012, 0.0038921604864299297, 0.004211208783090115, 0.004530257545411587, 0.004849305842071772, 0.0051683541387319565, 0.005487402901053429, 0.0058064511977136135, 0.006125499960035086, 0.0064445482566952705, 0.006763596553355455, 0.007082645315676928, 0.007401693612337112, 0.007720742374658585, 0.008039790205657482, 0.008358838967978954, 0.008677887730300426, 0.008996935561299324, 0.009315984323620796, 0.009635033085942268, 0.00995408184826374, 0.010273129679262638, 0.01059217844158411, 0.010911227203905582, 0.01123027503490448, 0.011549323797225952]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [1.0, 1.0, 1.0, 1.0, 3.0, 3.0, 6.0, 7.0, 7.0, 15.0, 25.0, 36.0, 46.0, 75.0, 118.0, 182.0, 263.0, 402.0, 643.0, 908.0, 1334.0, 1861.0, 2307.0, 2610.0, 1749.0, 1258.0, 785.0, 533.0, 351.0, 237.0, 164.0, 101.0, 79.0, 62.0, 44.0, 34.0, 24.0, 23.0, 13.0, 17.0, 7.0, 8.0, 7.0, 2.0, 3.0, 5.0, 3.0, 5.0, 3.0, 3.0, 1.0, 1.0, 1.0, 2.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0], "bins": [-0.029483100399374962, -0.028203951194882393, -0.026924803853034973, -0.025645654648542404, -0.024366505444049835, -0.023087356239557266, -0.021808207035064697, -0.020529059693217278, -0.01924991048872471, -0.01797076128423214, -0.01669161394238472, -0.015412464737892151, -0.014133315533399582, -0.012854166328907013, -0.011575018055737019, -0.010295869782567024, -0.009016720578074455, -0.007737571839243174, -0.006458423100411892, -0.00517927436158061, -0.0039001256227493286, -0.002620976883918047, -0.0013418281450867653, -6.267940625548363e-05, 0.001216469332575798, 0.0024956180714070797, 0.0037747668102383614, 0.005053915549069643, 0.006333064287900925, 0.007612213026732206, 0.008891361765563488, 0.010170510038733482, 0.011449659243226051, 0.01272880844771862, 0.014007956720888615, 0.015287104994058609, 0.016566254198551178, 0.017845403403043747, 0.019124552607536316, 0.020403699949383736, 0.021682849153876305, 0.022961998358368874, 0.024241145700216293, 0.025520294904708862, 0.02679944410920143, 0.028078593313694, 0.02935774251818657, 0.03063688986003399, 0.03191603720188141, 0.03319518640637398, 0.03447433561086655, 0.035753484815359116, 0.037032634019851685, 0.038311783224344254, 0.03959093242883682, 0.04087008163332939, 0.04214923083782196, 0.04342837631702423, 0.0447075255215168, 0.04598667472600937, 0.04726582393050194, 0.04854497313499451, 0.049824122339487076, 0.051103271543979645, 0.052382417023181915]}, "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, 2.0, 0.0, 1.0, 0.0, 0.0, 2.0, 1.0, 4.0, 4.0, 4.0, 7.0, 2.0, 5.0, 6.0, 3.0, 9.0, 7.0, 4.0, 3.0, 6.0, 9.0, 4.0, 8.0, 4.0, 6.0, 5.0, 3.0, 1.0, 0.0, 2.0, 1.0, 4.0, 1.0, 1.0, 2.0, 0.0, 0.0, 0.0, 2.0, 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, 1.0], "bins": [-0.011825167573988438, -0.011398920789361, -0.010972674004733562, -0.010546427220106125, -0.010120180435478687, -0.00969393365085125, -0.009267686866223812, -0.008841440081596375, -0.008415193296968937, -0.0079889465123415, -0.007562699727714062, -0.007136452943086624, -0.0067102061584591866, -0.006283959373831749, -0.005857712589204311, -0.005431465804576874, -0.005005219019949436, -0.004578972235321999, -0.004152725450694561, -0.0037264786660671234, -0.003300231881439686, -0.0028739850968122482, -0.0024477383121848106, -0.002021491527557373, -0.0015952447429299355, -0.0011689979583024979, -0.0007427511736750603, -0.0003165043890476227, 0.00010974239557981491, 0.0005359891802072525, 0.0009622359648346901, 0.0013884827494621277, 0.0018147295340895653, 0.002240976318717003, 0.0026672231033444405, 0.003093469887971878, 0.0035197166725993156, 0.003945963457226753, 0.004372210241854191, 0.004798457026481628, 0.005224703811109066, 0.005650950595736504, 0.006077197380363941, 0.006503444164991379, 0.006929690949618816, 0.007355937734246254, 0.0077821845188736916, 0.00820843130350113, 0.008634678088128567, 0.009060924872756004, 0.009487171657383442, 0.00991341844201088, 0.010339665226638317, 0.010765912011265755, 0.011192158795893192, 0.01161840558052063, 0.012044652365148067, 0.012470899149775505, 0.012897145934402943, 0.01332339271903038, 0.013749639503657818, 0.014175886288285255, 0.014602133072912693, 0.01502837985754013, 0.015454626642167568]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [3.0, 5.0, 8.0, 11.0, 15.0, 14.0, 27.0, 21.0, 26.0, 41.0, 53.0, 122.0, 168.0, 248.0, 439.0, 480.0, 788.0, 1054.0, 1562.0, 2065.0, 2612.0, 3624.0, 4974.0, 7083.0, 35533.0, 16490.0, 6622.0, 4441.0, 3150.0, 2288.0, 1576.0, 1123.0, 859.0, 626.0, 457.0, 368.0, 296.0, 207.0, 197.0, 139.0, 114.0, 97.0, 85.0, 62.0, 48.0, 29.0, 28.0, 20.0, 10.0, 11.0, 8.0, 2.0, 3.0, 1.0, 5.0, 4.0, 3.0, 1.0, 1.0, 2.0, 1.0, 0.0, 1.0, 1.0], "bins": [-0.010346999391913414, -0.009933055378496647, -0.009519112296402454, -0.009105168282985687, -0.008691225200891495, -0.008277281187474728, -0.00786333717405796, -0.007449393626302481, -0.007035450078547001, -0.006621506530791521, -0.006207562983036041, -0.005793618969619274, -0.005379675421863794, -0.0049657318741083145, -0.004551787860691547, -0.004137844312936068, -0.0037239007651805878, -0.003309957217425108, -0.0028960134368389845, -0.002482069656252861, -0.002068126108497381, -0.0016541824443265796, -0.001240238780155778, -0.0008262951159849763, -0.00041235145181417465, 1.5922123566269875e-06, 0.0004155358765274286, 0.0008294795406982303, 0.001243423204869032, 0.0016573668690398335, 0.002071310533210635, 0.0024852543137967587, 0.0028991978615522385, 0.0033131414093077183, 0.0037270851898938417, 0.004141028970479965, 0.004554972518235445, 0.004968916065990925, 0.005382860079407692, 0.005796803627163172, 0.006210747174918652, 0.006624690722674131, 0.007038634270429611, 0.007452578283846378, 0.007866522297263145, 0.008280465379357338, 0.008694409392774105, 0.009108352474868298, 0.009522296488285065, 0.009936240501701832, 0.010350183583796024, 0.010764127597212791, 0.011178070679306984, 0.011592014692723751, 0.012005958706140518, 0.01241990178823471, 0.012833845801651478, 0.013247789815068245, 0.013661732897162437, 0.014075676910579205, 0.014489620923995972, 0.014903564006090164, 0.015317508019506931, 0.0157314520329237, 0.01614539511501789]}, "_runtime": 28.598767042160034, "_timestamp": 1596226295.098862, "_step": 9} -{"gradients/layers.8.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, 1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 2.0, 1.0, 3.0, 5.0, 2.0, 0.0, 0.0, 1.0, 6.0, 1.0, 4.0, 2.0, 2.0, 5.0, 3.0, 2.0, 1.0, 3.0, 1.0, 0.0, 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, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.013914124108850956, -0.013483370654284954, -0.013052616268396378, -0.012621862813830376, -0.012191109359264374, -0.011760354973375797, -0.011329601518809795, -0.010898848064243793, -0.010468093678355217, -0.010037340223789215, -0.009606586769223213, -0.009175833314657211, -0.008745078928768635, -0.008314325474202633, -0.007883572019636631, -0.007452818099409342, -0.007022064179182053, -0.006591310258954763, -0.0061605568043887615, -0.005729802884161472, -0.00529904942959547, -0.004868295509368181, -0.004437541589140892, -0.00400678813457489, -0.003576034214347601, -0.0031452805269509554, -0.00271452683955431, -0.0022837729193270206, -0.001853019231930375, -0.0014222655445337296, -0.0009915117407217622, -0.0005607579951174557, -0.00013000424951314926, 0.0003007494960911572, 0.0007315032416954637, 0.001162257045507431, 0.0015930107329040766, 0.002023764420300722, 0.0024545183405280113, 0.002885272027924657, 0.0033160257153213024, 0.003746779402717948, 0.0041775330901145935, 0.004608287010341883, 0.005039040930569172, 0.005469794385135174, 0.005900548305362463, 0.006331301759928465, 0.006762055680155754, 0.007192809600383043, 0.007623563054949045, 0.008054316975176334, 0.008485070429742336, 0.008915824815630913, 0.009346578270196915, 0.009777331724762917, 0.010208085179328918, 0.010638839565217495, 0.011069593019783497, 0.011500346474349499, 0.011931100860238075, 0.012361854314804077, 0.012792607769370079, 0.013223362155258656, 0.013654115609824657]}, "gradients/layers.8.weight": {"_type": "histogram", "values": [2.0, 2.0, 2.0, 6.0, 3.0, 1.0, 6.0, 3.0, 4.0, 10.0, 11.0, 11.0, 16.0, 18.0, 24.0, 31.0, 22.0, 33.0, 57.0, 55.0, 74.0, 103.0, 129.0, 185.0, 271.0, 304.0, 501.0, 746.0, 2895.0, 890.0, 456.0, 293.0, 195.0, 147.0, 100.0, 69.0, 61.0, 36.0, 41.0, 23.0, 16.0, 15.0, 14.0, 7.0, 11.0, 10.0, 8.0, 7.0, 2.0, 3.0, 1.0, 1.0, 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": [-0.06778106838464737, -0.06537153571844101, -0.06296201050281525, -0.06055247783660889, -0.05814294517040253, -0.055733416229486465, -0.053323887288570404, -0.050914354622364044, -0.04850482568144798, -0.04609529674053192, -0.04368576407432556, -0.0412762351334095, -0.03886670619249344, -0.03645717352628708, -0.03404764458537102, -0.03163811191916466, -0.029228582978248596, -0.026819052174687386, -0.024409521371126175, -0.021999992430210114, -0.019590461626648903, -0.017180930823087692, -0.014771400950849056, -0.01236187107861042, -0.00995234027504921, -0.007542809937149286, -0.005133279599249363, -0.0027237492613494396, -0.0003142189234495163, 0.002095311414450407, 0.00450484175235033, 0.006914372090250254, 0.009323902428150177, 0.011733433231711388, 0.014142963103950024, 0.01655249297618866, 0.01896202377974987, 0.02137155458331108, 0.023781083524227142, 0.026190614327788353, 0.028600145131349564, 0.031009675934910774, 0.033419206738471985, 0.035828735679388046, 0.03823826462030411, 0.04064779728651047, 0.04305732622742653, 0.04546685889363289, 0.04787638783454895, 0.05028591677546501, 0.05269544944167137, 0.05510497838258743, 0.05751451104879379, 0.059924039989709854, 0.062333568930625916, 0.06474310159683228, 0.06715263426303864, 0.0695621594786644, 0.07197169214487076, 0.07438122481107712, 0.07679075002670288, 0.07920028269290924, 0.0816098153591156, 0.08401934057474136, 0.08642887324094772]}, "gradients/layers.5.bias": {"_type": "histogram", "values": [1.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 3.0, 0.0, 2.0, 3.0, 4.0, 2.0, 3.0, 2.0, 2.0, 6.0, 4.0, 8.0, 7.0, 4.0, 7.0, 6.0, 4.0, 5.0, 4.0, 3.0, 2.0, 7.0, 3.0, 2.0, 5.0, 1.0, 2.0, 2.0, 3.0, 2.0, 3.0, 1.0, 2.0, 3.0, 0.0, 0.0, 0.0, 1.0, 0.0, 2.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0], "bins": [-0.006626448594033718, -0.006408381275832653, -0.006190313491970301, -0.005972246173769236, -0.0057541788555681705, -0.005536111071705818, -0.005318043753504753, -0.005099976435303688, -0.004881909117102623, -0.004663841333240271, -0.0044457740150392056, -0.0042277066968381405, -0.004009638912975788, -0.003791571594774723, -0.0035735040437430143, -0.0033554367255419493, -0.0031373691745102406, -0.002919301623478532, -0.0027012343052774668, -0.002483166754245758, -0.002265099436044693, -0.0020470318850129843, -0.0018289643339812756, -0.0016108968993648887, -0.0013928294647485018, -0.0011747620301321149, -0.0009566945373080671, -0.0007386270444840193, -0.0005205596098676324, -0.00030249214614741504, -8.44246824271977e-05, 0.00013364278129301965, 0.000351710245013237, 0.0005697776796296239, 0.0007878451724536717, 0.0010059126652777195, 0.0012239800998941064, 0.0014420475345104933, 0.001660115085542202, 0.0018781825201585889, 0.0020962499547749758, 0.0023143175058066845, 0.0025323848240077496, 0.0027504523750394583, 0.002968519926071167, 0.003186587244272232, 0.0034046547953039408, 0.003622722113505006, 0.0038407896645367146, 0.00405885698273778, 0.004276924766600132, 0.004494992084801197, 0.004713059403002262, 0.0049311271868646145, 0.0051491945050656796, 0.005367261823266745, 0.005585329607129097, 0.005803396925330162, 0.006021464243531227, 0.006239531561732292, 0.0064575993455946445, 0.00667566666379571, 0.006893733981996775, 0.007111801765859127, 0.007329869084060192]}, "gradients/layers.5.weight": {"_type": "histogram", "values": [1.0, 2.0, 3.0, 3.0, 3.0, 6.0, 6.0, 8.0, 11.0, 12.0, 30.0, 25.0, 36.0, 45.0, 76.0, 89.0, 116.0, 163.0, 245.0, 286.0, 368.0, 488.0, 618.0, 837.0, 984.0, 1234.0, 1389.0, 1848.0, 1385.0, 1134.0, 923.0, 822.0, 628.0, 537.0, 404.0, 371.0, 264.0, 193.0, 186.0, 117.0, 106.0, 72.0, 73.0, 38.0, 36.0, 40.0, 20.0, 20.0, 20.0, 17.0, 6.0, 11.0, 7.0, 7.0, 2.0, 2.0, 2.0, 3.0, 2.0, 1.0, 0.0, 1.0, 1.0, 1.0], "bins": [-0.013964066281914711, -0.01346132718026638, -0.01295858807861805, -0.012455848976969719, -0.011953109875321388, -0.011450371704995632, -0.010947632603347301, -0.01044489350169897, -0.00994215440005064, -0.00943941529840231, -0.008936676196753979, -0.008433937095105648, -0.007931198924779892, -0.007428459357470274, -0.006925720721483231, -0.0064229816198349, -0.005920242518186569, -0.0054175034165382385, -0.004914764314889908, -0.0044120256789028645, -0.003909286577254534, -0.003406547475606203, -0.002903808606788516, -0.002401069737970829, -0.0018983306363224983, -0.0013955916510894895, -0.0008928526658564806, -0.00039011368062347174, 0.00011262530460953712, 0.000615364289842546, 0.0011181032750755548, 0.0016208422603085637, 0.0021235812455415726, 0.0026263203471899033, 0.0031290592160075903, 0.0036317980848252773, 0.004134537186473608, 0.004637276288121939, 0.005140014924108982, 0.005642754025757313, 0.0061454931274056435, 0.006648232229053974, 0.007150971330702305, 0.007653709966689348, 0.008156448602676392, 0.008659187704324722, 0.009161926805973053, 0.009664665907621384, 0.010167405009269714, 0.010670144110918045, 0.011172883212566376, 0.011675622314214706, 0.012178361415863037, 0.012681099586188793, 0.013183838687837124, 0.013686577789485455, 0.014189316891133785, 0.014692055992782116, 0.015194795094430447, 0.015697533264756203, 0.016200272366404533, 0.016703011468052864, 0.017205750569701195, 0.017708489671349525, 0.018211228772997856]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 2.0, 1.0, 0.0, 0.0, 4.0, 2.0, 3.0, 4.0, 1.0, 1.0, 1.0, 2.0, 5.0, 4.0, 3.0, 0.0, 4.0, 8.0, 1.0, 4.0, 6.0, 6.0, 4.0, 5.0, 3.0, 3.0, 2.0, 2.0, 4.0, 4.0, 3.0, 3.0, 4.0, 1.0, 4.0, 4.0, 1.0, 2.0, 4.0, 3.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 3.0, 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": [-0.007466631941497326, -0.007185925729572773, -0.006905219051986933, -0.0066245123744010925, -0.00634380616247654, -0.006063099950551987, -0.0057823932729661465, -0.005501686595380306, -0.005220980383455753, -0.0049402741715312, -0.00465956749394536, -0.00437886081635952, -0.004098154604434967, -0.0038174481596797705, -0.003536741714924574, -0.0032560352701693773, -0.0029753288254141808, -0.002694622380658984, -0.0024139159359037876, -0.002133209491148591, -0.0018525030463933945, -0.001571796601638198, -0.0012910901568830013, -0.0010103837121278048, -0.0007296772673726082, -0.0004489708226174116, -0.00016826437786221504, 0.00011244206689298153, 0.0003931485116481781, 0.0006738549564033747, 0.0009545614011585712, 0.0012352678459137678, 0.0015159742906689644, 0.001796680735424161, 0.0020773871801793575, 0.002358093624934554, 0.0026388000696897507, 0.0029195065144449472, 0.003200212959200144, 0.0034809194039553404, 0.003761625848710537, 0.00404233206063509, 0.00432303873822093, 0.00460374541580677, 0.004884451627731323, 0.005165157839655876, 0.005445864517241716, 0.005726571194827557, 0.0060072774067521095, 0.0062879836186766624, 0.006568690296262503, 0.006849396973848343, 0.007130103185772896, 0.007410809397697449, 0.007691516075283289, 0.00797222275286913, 0.008252928964793682, 0.008533635176718235, 0.008814342319965363, 0.009095048531889915, 0.009375754743814468, 0.009656460955739021, 0.009937167167663574, 0.010217874310910702, 0.010498580522835255]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 4.0, 3.0, 4.0, 3.0, 8.0, 8.0, 14.0, 14.0, 12.0, 33.0, 53.0, 49.0, 102.0, 114.0, 200.0, 236.0, 291.0, 416.0, 539.0, 750.0, 930.0, 1286.0, 1727.0, 2199.0, 1654.0, 1391.0, 1020.0, 809.0, 646.0, 476.0, 316.0, 266.0, 183.0, 157.0, 116.0, 93.0, 58.0, 30.0, 36.0, 32.0, 18.0, 24.0, 12.0, 17.0, 6.0, 2.0, 4.0, 4.0, 1.0, 3.0, 3.0, 1.0, 2.0, 1.0, 0.0, 2.0, 0.0, 1.0, 1.0, 2.0, 1.0], "bins": [-0.028672829270362854, -0.02760336361825466, -0.02653389610350132, -0.025464430451393127, -0.024394964799284935, -0.023325497284531593, -0.0222560316324234, -0.02118656598031521, -0.020117100328207016, -0.019047632813453674, -0.017978167161345482, -0.01690870150923729, -0.015839233994483948, -0.014769768342375755, -0.013700301758944988, -0.012630836106836796, -0.011561369523406029, -0.010491902939975262, -0.00942243728786707, -0.008352970704436302, -0.007283504586666822, -0.006214038468897343, -0.005144571885466576, -0.004075105767697096, -0.003005639649927616, -0.0019361734157428145, -0.000866707181558013, 0.00020275905262678862, 0.0012722252868115902, 0.00234169140458107, 0.0034111577551811934, 0.004480624105781317, 0.0055500902235507965, 0.006619556341320276, 0.007689022459089756, 0.008758489042520523, 0.009827954694628716, 0.010897421278059483, 0.01196688786149025, 0.013036353513598442, 0.01410582009702921, 0.015175286680459976, 0.01624475233256817, 0.01731421798467636, 0.018383685499429703, 0.019453151151537895, 0.020522616803646088, 0.02159208431839943, 0.022661549970507622, 0.023731015622615814, 0.024800483137369156, 0.02586994878947735, 0.02693941444158554, 0.028008881956338882, 0.029078347608447075, 0.030147813260555267, 0.03121728077530861, 0.03228674456477165, 0.033356212079524994, 0.034425679594278336, 0.03549514338374138, 0.03656461089849472, 0.03763407841324806, 0.038703542202711105, 0.03977300971746445]}, "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, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 2.0, 1.0, 4.0, 1.0, 3.0, 3.0, 7.0, 5.0, 5.0, 4.0, 5.0, 4.0, 4.0, 0.0, 4.0, 5.0, 3.0, 5.0, 6.0, 4.0, 4.0, 9.0, 6.0, 4.0, 2.0, 2.0, 3.0, 4.0, 0.0, 2.0, 2.0, 1.0, 1.0, 1.0, 2.0, 0.0, 2.0, 0.0, 1.0, 0.0, 1.0, 2.0, 0.0, 0.0, 1.0], "bins": [-0.01659248024225235, -0.016132405027747154, -0.01567232981324196, -0.015212255530059338, -0.014752180315554142, -0.014292106032371521, -0.013832030817866325, -0.01337195560336113, -0.012911880388855934, -0.012451806105673313, -0.011991730891168118, -0.011531655676662922, -0.011071581393480301, -0.010611506178975105, -0.01015143096446991, -0.009691356681287289, -0.009231281466782093, -0.008771206252276897, -0.008311131969094276, -0.00785105675458908, -0.007390981540083885, -0.006930906791239977, -0.006470832042396069, -0.006010756827890873, -0.005550682079046965, -0.005090607330203056, -0.004630532115697861, -0.004170457366853952, -0.0037103823851794004, -0.0032503074035048485, -0.00279023265466094, -0.002330157672986388, -0.0018700826913118362, -0.0014100077096372843, -0.0009499328443780541, -0.0004898579209111631, -2.978299744427204e-05, 0.000430291926022619, 0.0008903668494895101, 0.0013504417147487402, 0.0018105166964232922, 0.002270591678097844, 0.002730666659772396, 0.0031907414086163044, 0.0036508163902908564, 0.004110891371965408, 0.004570966120809317, 0.005031041335314512, 0.0054911160841584206, 0.005951190833002329, 0.0064112660475075245, 0.006871340796351433, 0.007331416010856628, 0.007791490759700537, 0.008251565508544445, 0.00871164072304964, 0.009171715006232262, 0.009631790220737457, 0.010091865435242653, 0.010551940649747849, 0.01101201493293047, 0.011472090147435665, 0.01193216536194086, 0.012392239645123482, 0.012852314859628677]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 2.0, 0.0, 3.0, 2.0, 5.0, 5.0, 4.0, 5.0, 5.0, 10.0, 12.0, 4.0, 26.0, 33.0, 33.0, 63.0, 77.0, 119.0, 151.0, 216.0, 315.0, 409.0, 584.0, 850.0, 1108.0, 1535.0, 1951.0, 2619.0, 3546.0, 4804.0, 6930.0, 40807.0, 11358.0, 6286.0, 4360.0, 3280.0, 2343.0, 1739.0, 1336.0, 981.0, 730.0, 514.0, 355.0, 273.0, 170.0, 121.0, 79.0, 66.0, 41.0, 24.0, 17.0, 16.0, 9.0, 7.0, 3.0, 5.0, 0.0, 2.0, 1.0, 1.0, 1.0], "bins": [-0.016261601820588112, -0.015795478597283363, -0.01532935444265604, -0.014863230288028717, -0.014397107064723969, -0.01393098384141922, -0.013464859686791897, -0.012998735532164574, -0.012532612308859825, -0.012066489085555077, -0.011600364930927753, -0.01113424077630043, -0.010668117552995682, -0.010201994329690933, -0.00973587017506361, -0.009269746020436287, -0.008803622797131538, -0.00833749957382679, -0.007871375419199467, -0.007405251730233431, -0.006939128041267395, -0.006473004352301359, -0.006006880663335323, -0.0055407569743692875, -0.005074633285403252, -0.004608509596437216, -0.00414238590747118, -0.003676262218505144, -0.0032101385295391083, -0.0027440148405730724, -0.0022778911516070366, -0.0018117674626410007, -0.001345643773674965, -0.0008795200847089291, -0.0004133963957428932, 5.2727293223142624e-05, 0.0005188509821891785, 0.0009849746711552143, 0.0014510983601212502, 0.001917222049087286, 0.002383345738053322, 0.0028494694270193577, 0.0033155931159853935, 0.0037817168049514294, 0.004247840493917465, 0.004713964182883501, 0.005180087871849537, 0.005646211560815573, 0.006112335249781609, 0.006578458938747644, 0.00704458262771368, 0.007510706316679716, 0.007976830005645752, 0.0084429532289505, 0.008909077383577824, 0.009375201538205147, 0.009841324761509895, 0.010307447984814644, 0.010773572139441967, 0.01123969629406929, 0.011705819517374039, 0.012171942740678787, 0.01263806689530611, 0.013104191049933434, 0.013570314273238182]}, "_runtime": 33.59213399887085, "_timestamp": 1596226300.092229, "_step": 10} -{"val_accuracy": 0.7563798515981736, "val_loss": 0.699630878015196, "_runtime": 35.90609407424927, "_timestamp": 1596226302.406189, "_step": 11} -{"examples": {"width": 28, "height": 28, "format": "png", "count": 4, "_type": "images", "captions": ["Prediction: k Confidence: 0.561 Truth: v", "Prediction: 5 Confidence: 0.997 Truth: 5", "Prediction: 2 Confidence: 0.981 Truth: 2", "Prediction: 0 Confidence: 0.593 Truth: 0"]}, "_runtime": 36.15299391746521, "_timestamp": 1596226302.6530888, "_step": 12} -{"gradients/layers.8.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 2.0, 3.0, 0.0, 1.0, 1.0, 0.0, 3.0, 2.0, 0.0, 1.0, 2.0, 1.0, 3.0, 2.0, 3.0, 2.0, 2.0, 4.0, 1.0, 4.0, 2.0, 2.0, 0.0, 2.0, 0.0, 2.0, 1.0, 1.0, 1.0, 3.0, 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, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0], "bins": [-0.011553008109331131, -0.01113785058259964, -0.010722692124545574, -0.010307533666491508, -0.009892376139760017, -0.009477218613028526, -0.00906206015497446, -0.008646901696920395, -0.008231744170188904, -0.007816586643457413, -0.007401428185403347, -0.006986270193010569, -0.00657111220061779, -0.006155954208225012, -0.005740796215832233, -0.005325638223439455, -0.004910480231046677, -0.004495322238653898, -0.00408016424626112, -0.0036650062538683414, -0.003249848261475563, -0.0028346902690827847, -0.0024195322766900063, -0.002004374284297228, -0.0015892162919044495, -0.001174058299511671, -0.0007589003071188927, -0.0003437423147261143, 7.141567766666412e-05, 0.0004865736700594425, 0.0009017316624522209, 0.0013168896548449993, 0.0017320476472377777, 0.002147205639630556, 0.0025623636320233345, 0.002977521624416113, 0.0033926796168088913, 0.0038078376092016697, 0.004222995601594448, 0.0046381535939872265, 0.005053311586380005, 0.005468469578772783, 0.005883627571165562, 0.00629878556355834, 0.0067139435559511185, 0.007129101548343897, 0.007544259540736675, 0.007959417998790741, 0.008374575525522232, 0.008789733052253723, 0.009204891510307789, 0.009620049968361855, 0.010035207495093346, 0.010450365021824837, 0.010865523479878902, 0.011280681937932968, 0.01169583946466446, 0.01211099699139595, 0.012526155449450016, 0.012941313907504082, 0.013356471434235573, 0.013771628960967064, 0.01418678741902113, 0.014601945877075195, 0.015017103403806686]}, "gradients/layers.8.weight": {"_type": "histogram", "values": [2.0, 0.0, 1.0, 2.0, 1.0, 1.0, 3.0, 3.0, 3.0, 2.0, 6.0, 10.0, 6.0, 15.0, 8.0, 21.0, 27.0, 30.0, 39.0, 58.0, 58.0, 82.0, 140.0, 172.0, 244.0, 294.0, 466.0, 768.0, 3534.0, 718.0, 355.0, 220.0, 155.0, 114.0, 91.0, 58.0, 40.0, 37.0, 37.0, 24.0, 22.0, 14.0, 15.0, 13.0, 6.0, 2.0, 5.0, 5.0, 2.0, 2.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0], "bins": [-0.07965777814388275, -0.07682830840349197, -0.0739988386631012, -0.07116936147212982, -0.06833989173173904, -0.06551042199134827, -0.06268095225095749, -0.05985147878527641, -0.057022009044885635, -0.05419253930449486, -0.05136306583881378, -0.048533596098423004, -0.04570412635803223, -0.04287465289235115, -0.04004518315196037, -0.0372157096862793, -0.03438623994588852, -0.03155677020549774, -0.028727296739816666, -0.025897826999425888, -0.02306835539638996, -0.020238883793354034, -0.017409414052963257, -0.01457994244992733, -0.011750470846891403, -0.008920999243855476, -0.006091528572142124, -0.0032620574347674847, -0.00043258629739284515, 0.0023968848399817944, 0.005226355977356434, 0.008055826649069786, 0.010885298252105713, 0.01371476985514164, 0.016544241458177567, 0.019373711198568344, 0.02220318280160427, 0.025032654404640198, 0.027862124145030975, 0.030691595748066902, 0.03352106735110283, 0.03635053709149361, 0.03918001055717468, 0.04200948029756546, 0.04483895003795624, 0.047668423503637314, 0.05049789324402809, 0.05332736670970917, 0.056156836450099945, 0.05898630619049072, 0.0618157796561718, 0.06464525312185287, 0.06747472286224365, 0.07030419260263443, 0.07313366234302521, 0.07596313208341599, 0.07879260182380676, 0.08162207901477814, 0.08445154875516891, 0.08728101849555969, 0.09011048823595047, 0.09293995797634125, 0.09576943516731262, 0.0985989049077034, 0.10142837464809418]}, "gradients/layers.5.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 4.0, 3.0, 5.0, 3.0, 2.0, 1.0, 1.0, 3.0, 3.0, 4.0, 5.0, 5.0, 5.0, 5.0, 5.0, 8.0, 2.0, 7.0, 4.0, 4.0, 3.0, 2.0, 3.0, 3.0, 3.0, 4.0, 5.0, 5.0, 2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 1.0, 1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.0068582771345973015, -0.006635652389377356, -0.006413028109818697, -0.006190403364598751, -0.0059677790850400925, -0.0057451543398201466, -0.005522530060261488, -0.005299905315041542, -0.0050772810354828835, -0.0048546562902629375, -0.004632032010704279, -0.004409407265484333, -0.0041867829859256744, -0.0039641582407057285, -0.0037415337283164263, -0.003518909215927124, -0.0032962847035378218, -0.0030736601911485195, -0.0028510356787592173, -0.002628411166369915, -0.0024057866539806128, -0.0021831621415913105, -0.0019605376292020082, -0.0017379130003973842, -0.001515288488008082, -0.0012926639756187797, -0.0010700394632294774, -0.0008474148926325142, -0.000624790380243212, -0.00040216586785390973, -0.00017954132636077702, 4.308320058044046e-05, 0.00026570772752165794, 0.0004883322399109602, 0.0007109567523002625, 0.0009335813228972256, 0.001156205777078867, 0.001378830405883491, 0.0016014549182727933, 0.0018240794306620955, 0.002046703826636076, 0.002269328571856022, 0.002491953084245324, 0.0027145775966346264, 0.0029372021090239286, 0.003159826621413231, 0.003382451133802533, 0.0036050756461918354, 0.0038277001585811377, 0.00405032467097044, 0.004272949416190386, 0.004495573695749044, 0.00471819844096899, 0.004940822720527649, 0.005163447465747595, 0.005386071745306253, 0.005608696490526199, 0.005831320770084858, 0.006053945515304804, 0.0062765697948634624, 0.006499194540083408, 0.006721818819642067, 0.006944443564862013, 0.0071670678444206715, 0.007389692589640617]}, "gradients/layers.5.weight": {"_type": "histogram", "values": [1.0, 2.0, 2.0, 3.0, 1.0, 7.0, 7.0, 8.0, 16.0, 16.0, 29.0, 45.0, 58.0, 79.0, 128.0, 160.0, 276.0, 355.0, 514.0, 703.0, 965.0, 1276.0, 1581.0, 1866.0, 2181.0, 1446.0, 1103.0, 808.0, 663.0, 506.0, 393.0, 299.0, 224.0, 153.0, 132.0, 96.0, 63.0, 49.0, 40.0, 31.0, 30.0, 16.0, 9.0, 10.0, 11.0, 8.0, 4.0, 6.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.012712184339761734, -0.012188565917313099, -0.01166494656354189, -0.011141328141093254, -0.010617709718644619, -0.01009409036487341, -0.009570471942424774, -0.009046853519976139, -0.008523235097527504, -0.007999615743756294, -0.007475997321307659, -0.006952378433197737, -0.006428759545087814, -0.005905141122639179, -0.005381522234529257, -0.004857903812080622, -0.004334284923970699, -0.0038106662686914206, -0.003287047613412142, -0.0027634287253022194, -0.0022398100700229406, -0.0017161914147436619, -0.0011925726430490613, -0.0006689539295621216, -0.00014533521607518196, 0.0003782834974117577, 0.0009019022108986974, 0.001425520982593298, 0.0019491396378725767, 0.0024727582931518555, 0.002996377181261778, 0.0035199958365410566, 0.004043614491820335, 0.004567233379930258, 0.005090851802378893, 0.005614470690488815, 0.00613808911293745, 0.006661708001047373, 0.007185326889157295, 0.00770894531160593, 0.008232563734054565, 0.008756183087825775, 0.00927980151027441, 0.009803419932723045, 0.010327039286494255, 0.01085065770894289, 0.011374276131391525, 0.011897895485162735, 0.01242151390761137, 0.012945132330060005, 0.013468751683831215, 0.01399237010627985, 0.014515988528728485, 0.015039607882499695, 0.01556322630494833, 0.016086844727396965, 0.016610464081168175, 0.017134081572294235, 0.017657700926065445, 0.018181320279836655, 0.018704937770962715, 0.019228557124733925, 0.019752176478505135, 0.020275793969631195, 0.020799413323402405]}, "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, 1.0, 0.0, 3.0, 0.0, 1.0, 3.0, 1.0, 1.0, 3.0, 3.0, 3.0, 0.0, 10.0, 3.0, 5.0, 1.0, 4.0, 1.0, 6.0, 3.0, 6.0, 5.0, 7.0, 7.0, 4.0, 4.0, 3.0, 3.0, 2.0, 2.0, 3.0, 4.0, 0.0, 3.0, 3.0, 1.0, 1.0, 5.0, 0.0, 3.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 3.0, 1.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 1.0], "bins": [-0.00870142225176096, -0.008432600647211075, -0.00816377904266119, -0.00789495650678873, -0.007626134902238846, -0.007357313297688961, -0.007088491693139076, -0.006819669622927904, -0.006550848018378019, -0.0062820264138281345, -0.006013204343616962, -0.005744382739067078, -0.005475561134517193, -0.005206739064306021, -0.004937917459756136, -0.004669095389544964, -0.004400273784995079, -0.004131452180445194, -0.003862630110234022, -0.0035938085056841373, -0.003324986668303609, -0.0030561648309230804, -0.0027873432263731956, -0.002518521388992667, -0.0022496995516121387, -0.0019808777142316103, -0.0017120559932664037, -0.001443234272301197, -0.0011744124349206686, -0.0009055906557478011, -0.0006367688765749335, -0.000367947097402066, -9.912531822919846e-05, 0.00016969646094366908, 0.0004385182401165366, 0.0007073400192894042, 0.0009761617984622717, 0.0012449836358428001, 0.0015138053568080068, 0.0017826270777732134, 0.002051448915153742, 0.0023202707525342703, 0.0025890925899147987, 0.0028579141944646835, 0.003126736031845212, 0.0033955578692257404, 0.0036643794737756252, 0.003933201543986797, 0.004202023148536682, 0.004470844753086567, 0.004739666823297739, 0.005008488427847624, 0.005277310498058796, 0.005546132102608681, 0.0058149537071585655, 0.006083775777369738, 0.006352597381919622, 0.006621418986469507, 0.006890241056680679, 0.007159062661230564, 0.007427884265780449, 0.007696706335991621, 0.007965528406202793, 0.008234350010752678, 0.008503171615302563]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 3.0, 5.0, 1.0, 4.0, 3.0, 6.0, 6.0, 13.0, 28.0, 37.0, 33.0, 80.0, 111.0, 164.0, 259.0, 397.0, 517.0, 785.0, 1068.0, 1564.0, 1968.0, 2645.0, 1793.0, 1285.0, 969.0, 732.0, 526.0, 359.0, 270.0, 174.0, 141.0, 100.0, 84.0, 71.0, 44.0, 39.0, 25.0, 16.0, 10.0, 10.0, 10.0, 5.0, 3.0, 7.0, 3.0, 4.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 2.0, 0.0, 1.0], "bins": [-0.03050016053020954, -0.029442546889185905, -0.02838493324816227, -0.027327317744493484, -0.02626970410346985, -0.025212090462446213, -0.024154476821422577, -0.02309686318039894, -0.022039249539375305, -0.02098163403570652, -0.019924020394682884, -0.01886640675365925, -0.017808793112635612, -0.016751179471611977, -0.01569356396794319, -0.014635950326919556, -0.01357833668589592, -0.012520723044872284, -0.011463108472526073, -0.010405494831502438, -0.009347880259156227, -0.008290266618132591, -0.007232652977108955, -0.006175038870424032, -0.005117424763739109, -0.004059810657054186, -0.0030021967831999063, -0.001944582792930305, -0.0008869688026607037, 0.00017064518760889769, 0.001228259177878499, 0.0022858730517327785, 0.0033434871584177017, 0.004401101265102625, 0.005458715371787548, 0.006516329012811184, 0.007573943119496107, 0.00863155722618103, 0.009689170867204666, 0.010746785439550877, 0.011804399080574512, 0.012862012721598148, 0.013919627293944359, 0.014977240934967995, 0.01603485457599163, 0.017092468217015266, 0.01815008372068405, 0.019207697361707687, 0.020265311002731323, 0.02132292464375496, 0.022380538284778595, 0.02343815378844738, 0.024495767429471016, 0.025553381070494652, 0.026610994711518288, 0.027668608352541924, 0.02872622385621071, 0.029783837497234344, 0.03084145113825798, 0.031899064779281616, 0.03295667842030525, 0.03401429206132889, 0.035071905702352524, 0.03612951934337616, 0.037187136709690094]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 1.0, 2.0, 0.0, 2.0, 3.0, 0.0, 0.0, 2.0, 1.0, 5.0, 4.0, 5.0, 4.0, 1.0, 6.0, 4.0, 11.0, 6.0, 6.0, 5.0, 4.0, 2.0, 4.0, 5.0, 2.0, 5.0, 2.0, 6.0, 6.0, 1.0, 2.0, 1.0, 1.0, 4.0, 3.0, 3.0, 2.0, 3.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.01174188032746315, -0.011257384903728962, -0.010772889479994774, -0.010288394056260586, -0.009803897701203823, -0.009319402277469635, -0.008834906853735447, -0.008350411430001259, -0.00786591600626707, -0.007381420116871595, -0.006896924693137407, -0.006412429269403219, -0.005927933380007744, -0.005443437956273556, -0.004958942532539368, -0.004474446643143892, -0.003989951219409704, -0.0035054555628448725, -0.0030209601391106844, -0.0025364644825458527, -0.0020519690588116646, -0.0015674734022468328, -0.0010829777456820011, -0.0005984822055324912, -0.0001139866653829813, 0.00037050890387035906, 0.0008550044731236994, 0.0013395000714808702, 0.0018239956116303802, 0.00230849115177989, 0.002792986808344722, 0.00327748223207891, 0.0037619778886437416, 0.00424647331237793, 0.004730969201773405, 0.005215464625507593, 0.005699960049241781, 0.006184455938637257, 0.006668951362371445, 0.007153446786105633, 0.007637942209839821, 0.008122437633574009, 0.008606933988630772, 0.00909142941236496, 0.009575924836099148, 0.010060420259833336, 0.010544915683567524, 0.011029411107301712, 0.011513907462358475, 0.011998402886092663, 0.012482898309826851, 0.012967393733561039, 0.013451889157295227, 0.013936384581029415, 0.014420880004763603, 0.014905376359820366, 0.015389871783554554, 0.015874367207288742, 0.016358863562345505, 0.016843358054757118, 0.01732785440981388, 0.017812348902225494, 0.018296845257282257, 0.01878133974969387, 0.019265836104750633]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [2.0, 0.0, 1.0, 12.0, 14.0, 21.0, 39.0, 61.0, 59.0, 102.0, 143.0, 177.0, 253.0, 366.0, 601.0, 859.0, 1148.0, 1452.0, 1837.0, 2470.0, 3117.0, 4220.0, 5644.0, 9382.0, 43807.0, 6493.0, 4466.0, 3234.0, 2514.0, 1967.0, 1503.0, 1150.0, 885.0, 624.0, 458.0, 369.0, 210.0, 167.0, 116.0, 79.0, 68.0, 34.0, 28.0, 25.0, 17.0, 18.0, 12.0, 21.0, 7.0, 14.0, 19.0, 7.0, 7.0, 7.0, 10.0, 6.0, 5.0, 3.0, 5.0, 5.0, 2.0, 4.0, 3.0, 3.0], "bins": [-0.009758182801306248, -0.009356014430522919, -0.008953846991062164, -0.008551678620278835, -0.008149510249495506, -0.007747342344373465, -0.007345174439251423, -0.006943006068468094, -0.006540838163346052, -0.0061386702582240105, -0.0057365018874406815, -0.00533433398231864, -0.004932166077196598, -0.004529997706413269, -0.004127829801291227, -0.003725661663338542, -0.0033234935253858566, -0.0029213253874331713, -0.002519157249480486, -0.002116989344358444, -0.0017148212064057589, -0.0013126530684530735, -0.00091048504691571, -0.0005083169671706855, -0.00010614888742566109, 0.00029601919231936336, 0.0006981872720643878, 0.0011003552936017513, 0.0015025234315544367, 0.001904691569507122, 0.0023068594746291637, 0.002709027612581849, 0.0031111957505345345, 0.00351336388848722, 0.003915532026439905, 0.004317699931561947, 0.004719868302345276, 0.005122036207467318, 0.005524204112589359, 0.005926372483372688, 0.00632854038849473, 0.006730708293616772, 0.007132876664400101, 0.007535044569522142, 0.007937212474644184, 0.008339380845427513, 0.008741549216210842, 0.009143716655671597, 0.009545885026454926, 0.009948053397238255, 0.010350220836699009, 0.010752389207482338, 0.011154557578265667, 0.011556725017726421, 0.01195889338850975, 0.01236106175929308, 0.012763230130076408, 0.013165397569537163, 0.013567565940320492, 0.01396973431110382, 0.014371901750564575, 0.014774070121347904, 0.015176238492131233, 0.015578405931591988, 0.01598057523369789]}, "_runtime": 40.02198004722595, "_timestamp": 1596226306.522075, "_step": 13} -{"val_accuracy": 0.7663070776255708, "val_loss": 0.6519769115807259, "_runtime": 43.96631050109863, "_timestamp": 1596226310.4664054, "_step": 14} -{"examples": {"width": 28, "height": 28, "format": "png", "count": 4, "_type": "images", "captions": ["Prediction: K Confidence: 0.551 Truth: v", "Prediction: 5 Confidence: 0.995 Truth: 5", "Prediction: 2 Confidence: 0.977 Truth: 2", "Prediction: 0 Confidence: 0.604 Truth: 0"]}, "_runtime": 44.221402645111084, "_timestamp": 1596226310.7214975, "_step": 15} -{"gradients/layers.8.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, 0.0, 0.0, 1.0, 3.0, 0.0, 1.0, 1.0, 2.0, 3.0, 0.0, 1.0, 3.0, 1.0, 1.0, 0.0, 4.0, 2.0, 4.0, 1.0, 2.0, 3.0, 4.0, 0.0, 0.0, 2.0, 2.0, 4.0, 1.0, 1.0, 0.0, 1.0, 1.0, 5.0, 2.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.015998220071196556, -0.015593509189784527, -0.015188798308372498, -0.014784088358283043, -0.014379377476871014, -0.013974666595458984, -0.013569955714046955, -0.013165244832634926, -0.012760534882545471, -0.012355824001133442, -0.011951113119721413, -0.011546402238309383, -0.011141691356897354, -0.010736980475485325, -0.01033227052539587, -0.009927559643983841, -0.009522848762571812, -0.009118137881159782, -0.008713426999747753, -0.008308717049658298, -0.00790400616824627, -0.00749929528683424, -0.007094584405422211, -0.006689873989671469, -0.0062851631082594395, -0.00588045222684741, -0.005475741811096668, -0.005071030929684639, -0.00466632004827261, -0.004261609632521868, -0.0038568987511098385, -0.003452188102528453, -0.0030474774539470673, -0.0026427668053656816, -0.002238056156784296, -0.0018333452753722668, -0.0014286346267908812, -0.0010239239782094955, -0.0006192132132127881, -0.00021450250642374158, 0.00019020820036530495, 0.0005949189071543515, 0.000999629613943398, 0.0014043403789401054, 0.001809051027521491, 0.0022137616761028767, 0.002618472557514906, 0.0030231832060962915, 0.003427893854677677, 0.0038326045032590628, 0.004237315151840448, 0.004642026033252478, 0.00504673644900322, 0.005451447330415249, 0.005856158211827278, 0.00626086862757802, 0.006665579508990049, 0.007070290390402079, 0.007475000806152821, 0.00787971168756485, 0.008284422568976879, 0.008689133450388908, 0.009093843400478363, 0.009498554281890392, 0.009903265163302422]}, "gradients/layers.8.weight": {"_type": "histogram", "values": [1.0, 0.0, 1.0, 3.0, 0.0, 3.0, 6.0, 5.0, 4.0, 7.0, 3.0, 7.0, 9.0, 11.0, 12.0, 25.0, 28.0, 33.0, 34.0, 53.0, 84.0, 88.0, 105.0, 158.0, 188.0, 273.0, 355.0, 548.0, 3523.0, 983.0, 417.0, 250.0, 191.0, 131.0, 101.0, 67.0, 53.0, 39.0, 33.0, 24.0, 13.0, 22.0, 11.0, 8.0, 3.0, 5.0, 2.0, 5.0, 5.0, 1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.06510698050260544, -0.06281323730945587, -0.060519490391016006, -0.05822574347257614, -0.055932000279426575, -0.05363825708627701, -0.05134451016783714, -0.04905076324939728, -0.04675702005624771, -0.044463276863098145, -0.04216952994465828, -0.039875783026218414, -0.03758203983306885, -0.03528829663991928, -0.032994549721479416, -0.0307008046656847, -0.028407059609889984, -0.026113314554095268, -0.023819569498300552, -0.021525824442505836, -0.01923207938671112, -0.016938334330916405, -0.014644589275121689, -0.012350844219326973, -0.010057099163532257, -0.007763354107737541, -0.005469609051942825, -0.0031758639961481094, -0.0008821189403533936, 0.0014116261154413223, 0.003705371171236038, 0.005999116227030754, 0.00829286128282547, 0.010586606338620186, 0.012880351394414902, 0.015174096450209618, 0.017467841506004333, 0.01976158656179905, 0.022055331617593765, 0.02434907667338848, 0.026642821729183197, 0.028936566784977913, 0.03123031184077263, 0.033524058759212494, 0.03581780195236206, 0.03811154514551163, 0.04040529206395149, 0.04269903898239136, 0.044992782175540924, 0.04728652536869049, 0.049580272287130356, 0.05187401920557022, 0.05416776239871979, 0.056461505591869354, 0.05875525251030922, 0.061048999428749084, 0.06334274262189865, 0.06563648581504822, 0.06793023645877838, 0.07022397965192795, 0.07251772284507751, 0.07481146603822708, 0.07710520923137665, 0.07939895987510681, 0.08169270306825638]}, "gradients/layers.5.bias": {"_type": "histogram", "values": [1.0, 1.0, 2.0, 0.0, 0.0, 0.0, 0.0, 3.0, 1.0, 2.0, 1.0, 3.0, 2.0, 3.0, 2.0, 5.0, 2.0, 2.0, 4.0, 5.0, 3.0, 3.0, 1.0, 4.0, 8.0, 3.0, 6.0, 6.0, 10.0, 8.0, 2.0, 2.0, 3.0, 4.0, 3.0, 1.0, 4.0, 4.0, 2.0, 3.0, 2.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 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, 1.0], "bins": [-0.004731304012238979, -0.004571110941469669, -0.004410918336361647, -0.004250725265592337, -0.004090532194823027, -0.003930339589715004, -0.003770146518945694, -0.003609953448176384, -0.0034497606102377176, -0.0032895677722990513, -0.0031293747015297413, -0.002969181863591075, -0.0028089890256524086, -0.0026487959548830986, -0.0024886031169444323, -0.0023284100461751223, -0.002168217208236456, -0.0020080243702977896, -0.0018478312995284796, -0.0016876384615898132, -0.001527445507235825, -0.0013672525528818369, -0.0012070597149431705, -0.0010468667605891824, -0.0008866738062351942, -0.000726480851881206, -0.0005662879557348788, -0.00040609503048472106, -0.00024590210523456335, -8.570917998440564e-05, 7.448374526575208e-05, 0.0002346766705159098, 0.0003948695957660675, 0.0005550625501200557, 0.0007152554462663829, 0.0008754483424127102, 0.0010356412967666984, 0.0011958342511206865, 0.0013560270890593529, 0.001516220043413341, 0.0016764129977673292, 0.0018366059521213174, 0.0019967989064753056, 0.002156991744413972, 0.0023171845823526382, 0.0024773776531219482, 0.0026375704910606146, 0.0027977635618299246, 0.002957956399768591, 0.0031181492377072573, 0.0032783423084765673, 0.0034385351464152336, 0.0035987282171845436, 0.00375892105512321, 0.003919113893061876, 0.004079306963831186, 0.004239499568939209, 0.004399692639708519, 0.004559885710477829, 0.004720078781247139, 0.004880271386355162, 0.005040464457124472, 0.005200657527893782, 0.005360850133001804, 0.005521043203771114]}, "gradients/layers.5.weight": {"_type": "histogram", "values": [2.0, 0.0, 0.0, 2.0, 3.0, 0.0, 2.0, 6.0, 5.0, 14.0, 14.0, 17.0, 26.0, 34.0, 42.0, 58.0, 82.0, 121.0, 182.0, 242.0, 316.0, 463.0, 638.0, 840.0, 1118.0, 1411.0, 1799.0, 2441.0, 1606.0, 1271.0, 921.0, 695.0, 522.0, 396.0, 270.0, 206.0, 155.0, 120.0, 91.0, 60.0, 56.0, 36.0, 26.0, 21.0, 10.0, 11.0, 4.0, 4.0, 5.0, 7.0, 3.0, 1.0, 3.0, 1.0, 3.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.013259418308734894, -0.012783452868461609, -0.012307487428188324, -0.011831521987915039, -0.011355556547641754, -0.01087959110736847, -0.010403625667095184, -0.0099276602268219, -0.009451694786548615, -0.008975728414952755, -0.00849976297467947, -0.008023797534406185, -0.0075478320941329, -0.007071866653859615, -0.00659590121358633, -0.0061199357733130455, -0.005643970333039761, -0.005168004892766476, -0.004692039452493191, -0.004216074012219906, -0.0037401083391159773, -0.0032641428988426924, -0.002788177225738764, -0.002312211785465479, -0.001836246345192194, -0.001360280904918909, -0.0008843153482303023, -0.0004083498497493565, 6.761564873158932e-05, 0.0005435811472125351, 0.001019546645693481, 0.0014955122023820877, 0.0019714776426553726, 0.0024474430829286575, 0.0029234085232019424, 0.003399374196305871, 0.003875339636579156, 0.0043513053096830845, 0.004827270749956369, 0.005303236190229654, 0.005779201630502939, 0.006255167070776224, 0.006731132511049509, 0.007207097951322794, 0.007683063857257366, 0.008159029297530651, 0.008634994737803936, 0.009110960178077221, 0.009586925618350506, 0.01006289105862379, 0.010538856498897076, 0.01101482193917036, 0.011490787379443645, 0.01196675281971693, 0.012442718259990215, 0.0129186837002635, 0.01339465007185936, 0.013870615512132645, 0.01434658095240593, 0.014822546392679214, 0.0152985118329525, 0.015774477273225784, 0.01625044271349907, 0.016726408153772354, 0.01720237359404564]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [2.0, 0.0, 1.0, 0.0, 2.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 4.0, 1.0, 3.0, 1.0, 3.0, 2.0, 4.0, 5.0, 4.0, 4.0, 1.0, 4.0, 4.0, 1.0, 4.0, 5.0, 5.0, 6.0, 5.0, 5.0, 4.0, 11.0, 2.0, 4.0, 2.0, 5.0, 3.0, 1.0, 1.0, 2.0, 3.0, 1.0, 0.0, 0.0, 1.0, 2.0, 0.0, 0.0, 2.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0], "bins": [-0.006391922943294048, -0.0061732991598546505, -0.005954675376415253, -0.0057360511273145676, -0.00551742734387517, -0.005298803560435772, -0.005080179311335087, -0.004861555527895689, -0.004642931744456291, -0.004424307961016893, -0.004205684177577496, -0.0039870599284768105, -0.0037684361450374126, -0.003549812361598015, -0.0033311883453279734, -0.003112564329057932, -0.002893940545618534, -0.0026753167621791363, -0.002456692745909095, -0.0022380687296390533, -0.0020194449461996555, -0.001800821046344936, -0.0015821971464902163, -0.0013635732466354966, -0.001144949346780777, -0.0009263254469260573, -0.0007077015470713377, -0.0004890776472166181, -0.0002704537473618984, -5.1829847507178783e-05, 0.00016679405234754086, 0.0003854179522022605, 0.0006040418520569801, 0.0008226657519116998, 0.0010412896517664194, 0.001259913551621139, 0.0014785374514758587, 0.0016971613513305783, 0.001915785251185298, 0.0021344092674553394, 0.0023530330508947372, 0.002571656834334135, 0.0027902808506041765, 0.003008904866874218, 0.003227528650313616, 0.0034461524337530136, 0.003664776450023055, 0.0038834004662930965, 0.004102024249732494, 0.004320648033171892, 0.00453927181661129, 0.004757896065711975, 0.004976519849151373, 0.005195143632590771, 0.005413767881691456, 0.005632391665130854, 0.0058510154485702515, 0.006069639232009649, 0.006288263015449047, 0.006506887264549732, 0.00672551104798913, 0.006944134831428528, 0.007162759080529213, 0.007381382863968611, 0.007600006647408009]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 2.0, 3.0, 4.0, 6.0, 7.0, 18.0, 21.0, 25.0, 55.0, 76.0, 103.0, 172.0, 273.0, 396.0, 641.0, 990.0, 1521.0, 2149.0, 3323.0, 2184.0, 1442.0, 985.0, 674.0, 450.0, 281.0, 194.0, 136.0, 77.0, 57.0, 25.0, 26.0, 21.0, 10.0, 8.0, 5.0, 3.0, 3.0, 2.0, 4.0, 1.0, 2.0, 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, 1.0], "bins": [-0.033582720905542374, -0.03237466886639595, -0.031166618689894676, -0.029958568513393402, -0.02875051647424698, -0.027542466297745705, -0.02633441612124443, -0.025126364082098007, -0.023918313905596733, -0.02271026372909546, -0.021502211689949036, -0.02029416151344776, -0.019086111336946487, -0.017878059297800064, -0.01667000912129879, -0.015461958013474941, -0.014253906905651093, -0.013045855797827244, -0.011837804690003395, -0.010629754513502121, -0.009421703405678272, -0.008213652297854424, -0.007005601655691862, -0.005797551013529301, -0.004589499905705452, -0.003381449030712247, -0.002173398155719042, -0.0009653472807258368, 0.00024270359426736832, 0.0014507544692605734, 0.0026588053442537785, 0.0038668562192469835, 0.005074907094240189, 0.006282958202064037, 0.007491008844226599, 0.00869905948638916, 0.009907110594213009, 0.011115161702036858, 0.012323211878538132, 0.01353126298636198, 0.01473931409418583, 0.015947364270687103, 0.017155416309833527, 0.0183634664863348, 0.019571516662836075, 0.020779568701982498, 0.021987618878483772, 0.023195670917630196, 0.02440372109413147, 0.025611771270632744, 0.026819823309779167, 0.02802787348628044, 0.029235925525426865, 0.03044397570192814, 0.03165202587842941, 0.032860077917575836, 0.03406812995672226, 0.035276178270578384, 0.03648423030972481, 0.03769228234887123, 0.038900330662727356, 0.04010838270187378, 0.0413164347410202, 0.04252448305487633, 0.04373253509402275]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [2.0, 0.0, 0.0, 1.0, 1.0, 0.0, 2.0, 0.0, 3.0, 3.0, 1.0, 1.0, 6.0, 2.0, 3.0, 3.0, 4.0, 1.0, 3.0, 6.0, 8.0, 3.0, 2.0, 2.0, 3.0, 9.0, 6.0, 4.0, 1.0, 5.0, 4.0, 3.0, 7.0, 4.0, 3.0, 1.0, 3.0, 0.0, 1.0, 2.0, 3.0, 1.0, 2.0, 3.0, 0.0, 1.0, 1.0, 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, 0.0, 1.0], "bins": [-0.00705508328974247, -0.006770770531147718, -0.006486457772552967, -0.006202145013958216, -0.005917832255363464, -0.005633519031107426, -0.005349206272512674, -0.005064893513917923, -0.004780580755323172, -0.00449626799672842, -0.004211955238133669, -0.0039276424795389175, -0.0036433294881135225, -0.003359016729518771, -0.003074703738093376, -0.002790390979498625, -0.0025060782209038734, -0.002221765462309122, -0.001937452587299049, -0.0016531397122889757, -0.0013688269536942244, -0.001084514195099473, -0.0008002013200893998, -0.0005158885032869875, -0.00023157568648457527, 5.2737130317837e-05, 0.00033704994712024927, 0.0006213627639226615, 0.0009056755807250738, 0.0011899883393198252, 0.0014743012143298984, 0.0017586140893399715, 0.002042926847934723, 0.0023272396065294743, 0.0026115523651242256, 0.0028958653565496206, 0.003180178115144372, 0.0034644908737391233, 0.0037488038651645184, 0.00403311662375927, 0.004317429382354021, 0.004601742140948772, 0.004886054899543524, 0.005170367658138275, 0.005454680882394314, 0.005738993640989065, 0.0060233063995838165, 0.006307619158178568, 0.006591931916773319, 0.006876244675368071, 0.007160557433962822, 0.007444870192557573, 0.007729182951152325, 0.008013496175408363, 0.008297808468341827, 0.008582121692597866, 0.008866434916853905, 0.009150747209787369, 0.009435060434043407, 0.009719372726976871, 0.01000368595123291, 0.010287998244166374, 0.010572311468422413, 0.010856623761355877, 0.011140936985611916]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [3.0, 5.0, 8.0, 12.0, 19.0, 25.0, 28.0, 33.0, 65.0, 78.0, 90.0, 146.0, 210.0, 276.0, 355.0, 521.0, 712.0, 1007.0, 1395.0, 1894.0, 2438.0, 3134.0, 4066.0, 5248.0, 8042.0, 41306.0, 7490.0, 5210.0, 4015.0, 3093.0, 2442.0, 1921.0, 1395.0, 1068.0, 774.0, 533.0, 349.0, 253.0, 167.0, 110.0, 75.0, 66.0, 58.0, 42.0, 25.0, 20.0, 28.0, 16.0, 12.0, 16.0, 12.0, 4.0, 6.0, 3.0, 7.0, 7.0, 3.0, 3.0, 3.0, 5.0, 2.0, 1.0, 0.0, 2.0], "bins": [-0.008483106270432472, -0.008148369379341602, -0.007813631556928158, -0.007478894665837288, -0.007144157309085131, -0.0068094199523329735, -0.006474682595580816, -0.006139945238828659, -0.005805208347737789, -0.005470470990985632, -0.005135733634233475, -0.0048009962774813175, -0.00446625892072916, -0.004131521563977003, -0.0037967844400554895, -0.003462047316133976, -0.0031273099593818188, -0.0027925726026296616, -0.002457835478708148, -0.002123098121955991, -0.0017883608816191554, -0.00145362364128232, -0.0011188862845301628, -0.0007841490441933274, -0.00044941180385649204, -0.0001146745344158262, 0.00022006273502483964, 0.0005548000335693359, 0.0008895372739061713, 0.0012242745142430067, 0.001559011870995164, 0.0018937491113319993, 0.0022284863516688347, 0.002563223708420992, 0.0028979608323425055, 0.0032326981890946627, 0.0035674353130161762, 0.0039021726697683334, 0.004236910026520491, 0.004571647383272648, 0.004906384274363518, 0.005241121631115675, 0.005575858987867832, 0.005910596344619989, 0.006245333701372147, 0.006580071058124304, 0.006914807949215174, 0.007249545305967331, 0.007584282662719488, 0.007919020019471645, 0.008253756910562515, 0.00858849473297596, 0.00892323162406683, 0.009257969446480274, 0.009592706337571144, 0.009927443228662014, 0.010262181051075459, 0.010596917942166328, 0.010931655764579773, 0.011266392655670643, 0.011601129546761513, 0.011935867369174957, 0.012270604260265827, 0.012605342082679272, 0.012940078973770142]}, "_runtime": 46.376545429229736, "_timestamp": 1596226312.8766403, "_step": 16} -{"val_accuracy": 0.7722959474885844, "val_loss": 0.6305164228019104, "_runtime": 51.824467182159424, "_timestamp": 1596226318.324562, "_step": 17} -{"examples": {"width": 28, "height": 28, "format": "png", "count": 4, "_type": "images", "captions": ["Prediction: K Confidence: 0.394 Truth: v", "Prediction: 5 Confidence: 0.999 Truth: 5", "Prediction: 2 Confidence: 0.987 Truth: 2", "Prediction: 0 Confidence: 0.588 Truth: 0"]}, "_runtime": 52.076950788497925, "_timestamp": 1596226318.5770457, "_step": 18} -{"gradients/layers.8.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, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 2.0, 1.0, 1.0, 0.0, 1.0, 3.0, 1.0, 2.0, 1.0, 2.0, 5.0, 4.0, 2.0, 3.0, 4.0, 3.0, 1.0, 2.0, 2.0, 5.0, 1.0, 1.0, 2.0, 1.0, 1.0, 0.0, 2.0, 0.0, 3.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.020460719242691994, -0.019983744248747826, -0.019506769254803658, -0.01902979239821434, -0.018552817404270172, -0.018075842410326004, -0.017598867416381836, -0.017121892422437668, -0.0166449174284935, -0.016167940571904182, -0.015690965577960014, -0.015213990584015846, -0.014737015590071678, -0.01426004059612751, -0.013783064670860767, -0.0133060896769166, -0.012829113751649857, -0.012352138757705688, -0.01187516376376152, -0.011398187838494778, -0.01092121284455061, -0.010444237850606441, -0.009967261925339699, -0.00949028693139553, -0.009013311937451363, -0.00853633601218462, -0.008059361018240452, -0.007582385558634996, -0.007105410564690828, -0.006628435105085373, -0.0061514596454799175, -0.0056744846515357494, -0.005197509191930294, -0.004720533732324839, -0.0042435587383806705, -0.003766583278775215, -0.0032896078191697598, -0.002812632592394948, -0.0023356573656201363, -0.0018586820224300027, -0.0013817066792398691, -0.0009047313360497355, -0.0004277560510672629, 4.921926301904023e-05, 0.0005261945771053433, 0.001003169920295477, 0.0014801451470702887, 0.001957120606675744, 0.002434095833450556, 0.0029110710602253675, 0.003388046519830823, 0.0038650217466056347, 0.00434199720621109, 0.004818972200155258, 0.005295947659760714, 0.005772923119366169, 0.006249898113310337, 0.0067268735729157925, 0.007203849032521248, 0.007680824492126703, 0.008157799951732159, 0.008634774945676327, 0.009111749939620495, 0.009588725864887238, 0.010065700858831406]}, "gradients/layers.8.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, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 3.0, 1.0, 2.0, 2.0, 3.0, 1.0, 2.0, 1.0, 4.0, 2.0, 6.0, 3.0, 7.0, 9.0, 9.0, 12.0, 19.0, 32.0, 47.0, 70.0, 115.0, 155.0, 251.0, 380.0, 531.0, 3023.0, 1805.0, 559.0, 288.0, 166.0, 132.0, 96.0, 51.0, 36.0, 31.0, 22.0, 14.0, 10.0, 11.0, 9.0, 2.0, 4.0, 1.0, 1.0, 4.0], "bins": [-0.13762089610099792, -0.13455098867416382, -0.1314810812473297, -0.1284111738204956, -0.1253412663936615, -0.12227135896682739, -0.11920145153999329, -0.11613154411315918, -0.11306163668632507, -0.10999172925949097, -0.10692182183265686, -0.10385191440582275, -0.10078200697898865, -0.09771209955215454, -0.09464219212532043, -0.09157228469848633, -0.08850237727165222, -0.08543246239423752, -0.08236255496740341, -0.0792926475405693, -0.0762227401137352, -0.07315283268690109, -0.07008292526006699, -0.06701301783323288, -0.06394311040639877, -0.06087320297956467, -0.05780329555273056, -0.054733388125896454, -0.05166348069906235, -0.04859357327222824, -0.045523665845394135, -0.04245375841856003, -0.03938385099172592, -0.036313943564891815, -0.03324403613805771, -0.030174128711223602, -0.027104221284389496, -0.02403431199491024, -0.020964404568076134, -0.017894497141242027, -0.01482458971440792, -0.011754682287573814, -0.008684774860739708, -0.005614866502583027, -0.0025449590757489204, 0.0005249485839158297, 0.0035948562435805798, 0.0066647641360759735, 0.00973467156291008, 0.012804578989744186, 0.015874486416578293, 0.0189443938434124, 0.022014301270246506, 0.02508421055972576, 0.028154117986559868, 0.031224025413393974, 0.03429393470287323, 0.037363842129707336, 0.04043374955654144, 0.04350365698337555, 0.046573564410209656, 0.04964347183704376, 0.05271337926387787, 0.055783286690711975, 0.05885319411754608]}, "gradients/layers.5.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, 1.0, 2.0, 2.0, 3.0, 2.0, 1.0, 1.0, 3.0, 6.0, 3.0, 2.0, 1.0, 4.0, 6.0, 3.0, 3.0, 2.0, 4.0, 10.0, 2.0, 3.0, 7.0, 5.0, 3.0, 5.0, 3.0, 5.0, 5.0, 4.0, 2.0, 1.0, 2.0, 3.0, 2.0, 0.0, 0.0, 2.0, 1.0, 3.0, 0.0, 2.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 3.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.005207312759011984, -0.005042489618062973, -0.0048776669427752495, -0.004712843801826239, -0.004548021126538515, -0.004383197985589504, -0.004218374844640493, -0.00405355216935277, -0.003888729028403759, -0.003723906120285392, -0.0035590832121670246, -0.0033942603040486574, -0.0032294373959302902, -0.003064614487811923, -0.002899791346862912, -0.002734968438744545, -0.002570145530626178, -0.0024053226225078106, -0.0022404997143894434, -0.0020756765734404325, -0.0019108536653220654, -0.0017460307572036982, -0.001581207849085331, -0.001416384824551642, -0.0012515619164332747, -0.0010867390083149076, -0.0009219159837812185, -0.0007570930756628513, -0.0005922701093368232, -0.0004274471430107951, -0.00026262420578859746, -9.780125401448458e-05, 6.70216977596283e-05, 0.00023184464953374118, 0.00039666760130785406, 0.0005614905385300517, 0.0007263135048560798, 0.0008911364711821079, 0.0010559593793004751, 0.0012207824038341641, 0.0013856053119525313, 0.0015504282200708985, 0.0017152512446045876, 0.0018800741527229548, 0.002044897060841322, 0.002209719968959689, 0.0023745431099087, 0.002539366018027067, 0.0027041889261454344, 0.0028690118342638016, 0.0030338347423821688, 0.0031986578833311796, 0.003363480791449547, 0.003528303699567914, 0.003693126607686281, 0.0038579495158046484, 0.004022772423923016, 0.0041875955648720264, 0.00435241824015975, 0.004517241381108761, 0.004682064522057772, 0.004846887197345495, 0.005011710338294506, 0.00517653301358223, 0.0053413561545312405]}, "gradients/layers.5.weight": {"_type": "histogram", "values": [3.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 6.0, 6.0, 7.0, 4.0, 14.0, 21.0, 29.0, 33.0, 58.0, 77.0, 94.0, 129.0, 189.0, 259.0, 355.0, 501.0, 759.0, 1118.0, 1550.0, 2050.0, 2702.0, 1602.0, 1161.0, 828.0, 650.0, 490.0, 377.0, 283.0, 214.0, 185.0, 137.0, 102.0, 98.0, 73.0, 43.0, 42.0, 35.0, 19.0, 12.0, 19.0, 11.0, 10.0, 7.0, 1.0, 4.0, 5.0, 4.0, 1.0, 1.0, 0.0, 0.0, 1.0, 1.0], "bins": [-0.016663970425724983, -0.016135456040501595, -0.015606941655278206, -0.015078428201377392, -0.014549913816154003, -0.014021399430930614, -0.0134928859770298, -0.012964371591806412, -0.012435857206583023, -0.011907342821359634, -0.011378828436136246, -0.010850314982235432, -0.010321800597012043, -0.009793286211788654, -0.00926477275788784, -0.008736258372664452, -0.008207743987441063, -0.007679229602217674, -0.007150715682655573, -0.0066222017630934715, -0.006093687377870083, -0.005565172992646694, -0.005036659073084593, -0.0045081451535224915, -0.003979630768299103, -0.0034511166159063578, -0.0029226024635136127, -0.0023940883111208677, -0.0018655741587281227, -0.0013370600063353777, -0.0008085458539426327, -0.00028003170154988766, 0.00024848245084285736, 0.0007769966032356024, 0.0013055107556283474, 0.0018340249080210924, 0.0023625390604138374, 0.0028910532128065825, 0.0034195673651993275, 0.003948081284761429, 0.0044765956699848175, 0.005005110055208206, 0.0055336239747703075, 0.006062137894332409, 0.006590652279555798, 0.007119166664779186, 0.007647680584341288, 0.008176194503903389, 0.008704708889126778, 0.009233223274350166, 0.009761737659573555, 0.010290251113474369, 0.010818765498697758, 0.011347279883921146, 0.01187579333782196, 0.012404307723045349, 0.012932822108268738, 0.013461336493492126, 0.013989850878715515, 0.01451836433261633, 0.015046878717839718, 0.015575393103063107, 0.01610390655696392, 0.01663242094218731, 0.017160935327410698]}, "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, 1.0, 0.0, 1.0, 1.0, 1.0, 2.0, 4.0, 3.0, 1.0, 3.0, 1.0, 2.0, 4.0, 1.0, 3.0, 1.0, 0.0, 3.0, 2.0, 5.0, 3.0, 6.0, 5.0, 5.0, 3.0, 6.0, 4.0, 5.0, 4.0, 5.0, 4.0, 4.0, 1.0, 3.0, 5.0, 3.0, 0.0, 6.0, 2.0, 2.0, 2.0, 1.0, 2.0, 0.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0], "bins": [-0.007983113639056683, -0.007738680113106966, -0.0074942465871572495, -0.007249813061207533, -0.007005379535257816, -0.0067609460093081, -0.006516512483358383, -0.006272078957408667, -0.00602764543145895, -0.005783211439847946, -0.00553877791389823, -0.005294344387948513, -0.0050499108619987965, -0.00480547733604908, -0.004561043810099363, -0.004316610284149647, -0.00407217675819993, -0.0038277432322502136, -0.003583309706300497, -0.0033388761803507805, -0.003094442654401064, -0.0028500088956207037, -0.002605575369670987, -0.0023611418437212706, -0.002116708317771554, -0.0018722747918218374, -0.0016278412658721209, -0.0013834076235070825, -0.001138974097557366, -0.0008945405716076493, -0.0006501069874502718, -0.0004056734323967248, -0.0001612398773431778, 8.319367771036923e-05, 0.00032762723276391625, 0.0005720608169212937, 0.0008164943428710103, 0.0010609278688207269, 0.0013053615111857653, 0.0015497950371354818, 0.0017942285630851984, 0.002038662089034915, 0.0022830956149846315, 0.002527529140934348, 0.0027719628997147083, 0.003016396425664425, 0.0032608299516141415, 0.003505263477563858, 0.0037496970035135746, 0.003994130529463291, 0.004238564055413008, 0.004482997581362724, 0.004727431107312441, 0.0049718646332621574, 0.005216298159211874, 0.005460731685161591, 0.0057051656767725945, 0.005949599202722311, 0.006194032728672028, 0.006438466254621744, 0.006682899780571461, 0.006927333306521177, 0.007171766832470894, 0.00741620035842061, 0.007660633884370327]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [2.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 5.0, 4.0, 4.0, 8.0, 11.0, 17.0, 23.0, 26.0, 37.0, 48.0, 117.0, 142.0, 197.0, 303.0, 462.0, 705.0, 1088.0, 1787.0, 3304.0, 2597.0, 1720.0, 1188.0, 771.0, 541.0, 381.0, 289.0, 182.0, 117.0, 85.0, 50.0, 49.0, 39.0, 28.0, 12.0, 9.0, 6.0, 7.0, 7.0, 1.0, 2.0, 3.0, 1.0, 0.0, 2.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0], "bins": [-0.040967874228954315, -0.039645303040742874, -0.03832273185253143, -0.037000156939029694, -0.03567758575081825, -0.03435501456260681, -0.03303244337439537, -0.03170987218618393, -0.03038729913532734, -0.029064727947115898, -0.027742154896259308, -0.026419583708047867, -0.025097012519836426, -0.023774439468979836, -0.022451868280768394, -0.021129295229911804, -0.019806724041700363, -0.018484152853488922, -0.017161579802632332, -0.01583900861442089, -0.014516436494886875, -0.01319386437535286, -0.011871293187141418, -0.010548721067607403, -0.009226148948073387, -0.007903576828539371, -0.006581005174666643, -0.005258433520793915, -0.003935861401259899, -0.002613289514556527, -0.0012907176278531551, 3.1854258850216866e-05, 0.0013544261455535889, 0.002676998032256961, 0.003999569918960333, 0.005322141572833061, 0.006644713692367077, 0.007967285811901093, 0.009289857000112534, 0.01061242911964655, 0.011935001239180565, 0.01325757335871458, 0.014580145478248596, 0.015902716666460037, 0.01722528785467148, 0.01854786090552807, 0.01987043209373951, 0.0211930051445961, 0.02251557633280754, 0.023838147521018982, 0.025160720571875572, 0.026483291760087013, 0.027805864810943604, 0.029128435999155045, 0.030451007187366486, 0.03177357837557793, 0.03309614956378937, 0.03441872447729111, 0.03574129566550255, 0.03706386685371399, 0.03838643804192543, 0.03970900923013687, 0.04103158414363861, 0.04235415533185005, 0.04367672652006149]}, "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, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0, 3.0, 1.0, 1.0, 4.0, 4.0, 3.0, 7.0, 4.0, 5.0, 8.0, 5.0, 12.0, 7.0, 10.0, 3.0, 4.0, 4.0, 3.0, 4.0, 4.0, 5.0, 1.0, 2.0, 3.0, 3.0, 0.0, 2.0, 0.0, 1.0, 0.0, 0.0, 4.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.01673104800283909, -0.01623353362083435, -0.015736019238829613, -0.0152385039255023, -0.014740988612174988, -0.01424347423017025, -0.013745958916842937, -0.0132484445348382, -0.012750929221510887, -0.01225341483950615, -0.011755900457501411, -0.011258385144174099, -0.010760870762169361, -0.010263355448842049, -0.00976584106683731, -0.009268325753509998, -0.00877081137150526, -0.008273296989500523, -0.00777578167617321, -0.007278266828507185, -0.00678075198084116, -0.006283237598836422, -0.005785722751170397, -0.005288207903504372, -0.0047906930558383465, -0.004293178208172321, -0.003795663360506296, -0.0032981487456709146, -0.0028006338980048895, -0.0023031190503388643, -0.001805604319088161, -0.0013080895878374577, -0.0008105747401714325, -0.00031305995071306825, 0.000184454838745296, 0.0006819696282036602, 0.0011794844176620245, 0.0016769992653280497, 0.002174513880163431, 0.0026720287278294563, 0.0031695435754954815, 0.0036670584231615067, 0.004164573270827532, 0.004662088118493557, 0.005159602500498295, 0.00565711734816432, 0.006154632195830345, 0.00665214704349637, 0.0071496618911623955, 0.007647176738828421, 0.008144691586494446, 0.008642205968499184, 0.009139721281826496, 0.009637235663831234, 0.010134750977158546, 0.010632265359163284, 0.011129779741168022, 0.011627295054495335, 0.012124809436500072, 0.012622324749827385, 0.013119839131832123, 0.013617354445159435, 0.014114868827164173, 0.014612384140491486, 0.015109898522496223]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [2.0, 3.0, 4.0, 7.0, 9.0, 5.0, 10.0, 9.0, 15.0, 10.0, 15.0, 10.0, 17.0, 28.0, 38.0, 59.0, 82.0, 115.0, 155.0, 156.0, 248.0, 296.0, 351.0, 509.0, 694.0, 840.0, 1080.0, 1474.0, 1875.0, 2507.0, 3130.0, 4044.0, 5348.0, 7969.0, 42392.0, 6589.0, 4669.0, 3447.0, 2617.0, 2192.0, 1699.0, 1375.0, 1034.0, 785.0, 648.0, 515.0, 356.0, 289.0, 162.0, 150.0, 92.0, 67.0, 50.0, 37.0, 28.0, 16.0, 10.0, 9.0, 6.0, 0.0, 2.0, 0.0, 1.0, 1.0], "bins": [-0.013102992437779903, -0.012721871957182884, -0.012340751476585865, -0.01195963192731142, -0.011578511446714401, -0.011197390966117382, -0.010816270485520363, -0.010435150004923344, -0.010054029524326324, -0.00967290997505188, -0.00929178949445486, -0.008910669013857841, -0.008529548533260822, -0.008148428052663803, -0.007767308037728071, -0.007386188022792339, -0.00700506754219532, -0.006623947061598301, -0.006242827046662569, -0.00586170656606555, -0.005480586551129818, -0.005099466070532799, -0.00471834558993578, -0.004337225575000048, -0.0039561050944030285, -0.003574984846636653, -0.0031938645988702774, -0.002812744118273258, -0.0024316238705068827, -0.002050503622740507, -0.0016693832585588098, -0.0012882628943771124, -0.0009071426466107368, -0.0005260223406367004, -0.00014490203466266394, 0.00023621827131137252, 0.000617338577285409, 0.0009984588250517845, 0.0013795791892334819, 0.0017606995534151793, 0.002141819801181555, 0.0025229400489479303, 0.002904060296714306, 0.003285180777311325, 0.0036663010250777006, 0.004047421272844076, 0.004428541753441095, 0.004809661768376827, 0.0051907822489738464, 0.005571902729570866, 0.0059530227445065975, 0.006334143225103617, 0.006715263240039349, 0.007096383720636368, 0.007477504201233387, 0.007858624681830406, 0.00823974423110485, 0.00862086471170187, 0.00900198519229889, 0.009383105672895908, 0.009764226153492928, 0.010145346634089947, 0.010526466183364391, 0.01090758666396141, 0.01128870714455843]}, "_runtime": 52.71735858917236, "_timestamp": 1596226319.2174535, "_step": 19} -{"gradients/layers.8.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, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 2.0, 2.0, 5.0, 1.0, 1.0, 3.0, 3.0, 2.0, 6.0, 3.0, 4.0, 2.0, 1.0, 0.0, 3.0, 0.0, 2.0, 3.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 3.0, 0.0, 1.0, 0.0, 0.0, 2.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.01683223806321621, -0.016372917219996452, -0.015913596376776695, -0.015454275533556938, -0.014994954690337181, -0.014535633847117424, -0.014076312072575092, -0.013616991229355335, -0.013157670386135578, -0.012698349542915821, -0.012239028699696064, -0.011779707856476307, -0.01132038701325655, -0.010861066170036793, -0.010401745326817036, -0.009942424483597279, -0.009483102709054947, -0.00902378186583519, -0.008564461022615433, -0.008105140179395676, -0.007645819336175919, -0.0071864984929561615, -0.006727177649736404, -0.006267856806516647, -0.00580853596329689, -0.005349214654415846, -0.004889893811196089, -0.004430572967976332, -0.003971252124756575, -0.003511931048706174, -0.003052610205486417, -0.002593289129436016, -0.002133968286216259, -0.00167464732658118, -0.0012153263669461012, -0.0007560055237263441, -0.0002966845640912652, 0.00016263636643998325, 0.0006219572969712317, 0.0010812781983986497, 0.0015405991580337286, 0.0019999200012534857, 0.0024592410773038864, 0.0029185619205236435, 0.0033778827637434006, 0.0038372038397938013, 0.004296524915844202, 0.004755845759063959, 0.005215166602283716, 0.005674487445503473, 0.00613380828872323, 0.006593129597604275, 0.007052450440824032, 0.007511771284043789, 0.007971092127263546, 0.008430412970483303, 0.00888973381370306, 0.009349054656922817, 0.009808375500142574, 0.010267697274684906, 0.010727018117904663, 0.01118633896112442, 0.011645659804344177, 0.012104980647563934, 0.012564301490783691]}, "gradients/layers.8.weight": {"_type": "histogram", "values": [1.0, 2.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 4.0, 0.0, 7.0, 3.0, 4.0, 8.0, 4.0, 8.0, 11.0, 10.0, 13.0, 17.0, 21.0, 23.0, 26.0, 43.0, 46.0, 62.0, 98.0, 139.0, 183.0, 279.0, 362.0, 629.0, 3924.0, 789.0, 342.0, 212.0, 136.0, 110.0, 98.0, 62.0, 47.0, 49.0, 30.0, 38.0, 18.0, 19.0, 16.0, 9.0, 6.0, 5.0, 4.0, 2.0, 1.0, 5.0, 1.0, 2.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0], "bins": [-0.09210646152496338, -0.08935035020112991, -0.08659424632787704, -0.08383813500404358, -0.08108202368021011, -0.07832591980695724, -0.07556980848312378, -0.07281369715929031, -0.07005758583545685, -0.06730148196220398, -0.06454537063837051, -0.06178926303982735, -0.05903315544128418, -0.056277044117450714, -0.05352093651890755, -0.05076482519507408, -0.048008717596530914, -0.04525260999798775, -0.04249649867415428, -0.039740391075611115, -0.03698427975177765, -0.03422817215323448, -0.031472064554691315, -0.028715955093503, -0.025959845632314682, -0.023203736171126366, -0.02044762670993805, -0.017691519111394882, -0.014935409650206566, -0.01217930018901825, -0.009423191659152508, -0.006667082663625479, -0.00391097366809845, -0.0011548646725714207, 0.0016012443229556084, 0.004357353318482637, 0.0071134623140096664, 0.009869571775197983, 0.012625680305063725, 0.015381788834929466, 0.018137898296117783, 0.0208940077573061, 0.023650117218494415, 0.026406224817037582, 0.0291623342782259, 0.031918443739414215, 0.03467455133795738, 0.03743066266179085, 0.040186770260334015, 0.04294287785887718, 0.04569898918271065, 0.048455096781253815, 0.05121120810508728, 0.05396731570363045, 0.056723423302173615, 0.05947953462600708, 0.06223564222455025, 0.06499174982309341, 0.06774786114692688, 0.07050397247076035, 0.07326007634401321, 0.07601618766784668, 0.07877229899168015, 0.08152840286493301, 0.08428451418876648]}, "gradients/layers.5.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 3.0, 0.0, 1.0, 2.0, 0.0, 1.0, 1.0, 3.0, 2.0, 4.0, 3.0, 8.0, 7.0, 7.0, 2.0, 4.0, 5.0, 8.0, 4.0, 6.0, 5.0, 4.0, 3.0, 6.0, 4.0, 3.0, 1.0, 0.0, 2.0, 4.0, 2.0, 0.0, 3.0, 1.0, 3.0, 1.0, 1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 1.0], "bins": [-0.005695485509932041, -0.005494468379765749, -0.005293451249599457, -0.005092434119433165, -0.004891416989266872, -0.00469039985910058, -0.004489382728934288, -0.004288365598767996, -0.004087348468601704, -0.003886331105604768, -0.0036853139754384756, -0.0034842968452721834, -0.0032832797151058912, -0.003082262584939599, -0.002881245454773307, -0.0026802283246070147, -0.0024792111944407225, -0.0022781940642744303, -0.002077176934108138, -0.001876159803941846, -0.0016751426737755537, -0.0014741254271939397, -0.0012731082970276475, -0.0010720911668613553, -0.0008710740366950631, -0.0006700569065287709, -0.0004690397472586483, -0.00026802258798852563, -6.700545782223344e-05, 0.00013401168689597398, 0.0003350288316141814, 0.000536045990884304, 0.0007370631210505962, 0.0009380802512168884, 0.0011390973813831806, 0.0013401145115494728, 0.001541131641715765, 0.001742148888297379, 0.0019431660184636712, 0.0021441830322146416, 0.0023452001623809338, 0.0025462175253778696, 0.002747234655544162, 0.002948251785710454, 0.003149268915876746, 0.0033502860460430384, 0.0035513031762093306, 0.0037523203063756227, 0.003953337669372559, 0.004154354799538851, 0.004355371929705143, 0.004556389059871435, 0.004757406190037727, 0.0049584233202040195, 0.005159440450370312, 0.005360457580536604, 0.005561474710702896, 0.005762491840869188, 0.0059635089710354805, 0.006164526101201773, 0.006365543231368065, 0.006566560361534357, 0.006767577491700649, 0.0069685946218669415, 0.007169611752033234]}, "gradients/layers.5.weight": {"_type": "histogram", "values": [2.0, 1.0, 1.0, 2.0, 0.0, 4.0, 2.0, 11.0, 18.0, 27.0, 38.0, 38.0, 62.0, 77.0, 156.0, 246.0, 414.0, 556.0, 957.0, 1481.0, 2277.0, 3521.0, 2218.0, 1362.0, 899.0, 591.0, 392.0, 288.0, 192.0, 127.0, 96.0, 98.0, 41.0, 32.0, 39.0, 27.0, 23.0, 18.0, 6.0, 6.0, 7.0, 6.0, 5.0, 3.0, 3.0, 2.0, 5.0, 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, 0.0, 0.0, 0.0, 1.0], "bins": [-0.016692059114575386, -0.015925228595733643, -0.015158398076891899, -0.014391567558050156, -0.013624737039208412, -0.012857905589044094, -0.01209107507020235, -0.011324244551360607, -0.010557414032518864, -0.00979058351367712, -0.009023752994835377, -0.008256922475993633, -0.0074900914914906025, -0.006723260972648859, -0.005956429988145828, -0.005189599469304085, -0.004422768950462341, -0.003655938431620598, -0.0028891076799482107, -0.0021222769282758236, -0.0013554464094340801, -0.0005886157741770148, 0.00017821486108005047, 0.0009450454963371158, 0.001711876131594181, 0.0024787066504359245, 0.0032455374021083117, 0.004012368153780699, 0.004779198672622442, 0.005546029191464186, 0.0063128601759672165, 0.00707969069480896, 0.007846521213650703, 0.008613351732492447, 0.00938018225133419, 0.010147012770175934, 0.010913843289017677, 0.011680674739181995, 0.012447505258023739, 0.013214335776865482, 0.013981166295707226, 0.01474799681454897, 0.015514827333390713, 0.01628165878355503, 0.017048489302396774, 0.017815319821238518, 0.01858215034008026, 0.019348980858922005, 0.020115811377763748, 0.02088264189660549, 0.021649472415447235, 0.02241630293428898, 0.023183133453130722, 0.023949963971972466, 0.02471679449081421, 0.025483625009655952, 0.026250455528497696, 0.02701728790998459, 0.027784118428826332, 0.028550948947668076, 0.02931777946650982, 0.030084609985351562, 0.030851440504193306, 0.03161827102303505, 0.03238510340452194]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 1.0, 3.0, 3.0, 5.0, 5.0, 8.0, 4.0, 10.0, 12.0, 5.0, 9.0, 12.0, 11.0, 4.0, 4.0, 4.0, 6.0, 4.0, 8.0, 1.0, 2.0, 1.0, 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, 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": [-0.010949060320854187, -0.010412159375846386, -0.009875258430838585, -0.009338357485830784, -0.008801456540822983, -0.008264556527137756, -0.007727655582129955, -0.007190754637122154, -0.006653853692114353, -0.006116952747106552, -0.005580051802098751, -0.005043151322752237, -0.004506250377744436, -0.003969349432736635, -0.003432448720559478, -0.0028955480083823204, -0.0023586470633745193, -0.0018217462347820401, -0.0012848454061895609, -0.0007479445775970817, -0.00021104374900460243, 0.0003258570795878768, 0.000862757908180356, 0.0013996587367728353, 0.0019365595653653145, 0.0024734605103731155, 0.003010361222550273, 0.0035472619347274303, 0.004084162879735231, 0.0046210638247430325, 0.005157964304089546, 0.005694865249097347, 0.006231766194105148, 0.006768667139112949, 0.00730556808412075, 0.007842469029128551, 0.008379369974136353, 0.008916269987821579, 0.00945317093282938, 0.009990071877837181, 0.010526972822844982, 0.011063873767852783, 0.011600774712860584, 0.012137675657868385, 0.012674575671553612, 0.013211476616561413, 0.013748377561569214, 0.014285278506577015, 0.014822179451584816, 0.015359080396592617, 0.015895981341600418, 0.016432881355285645, 0.01696978323161602, 0.017506683245301247, 0.018043585121631622, 0.01858048513531685, 0.019117385149002075, 0.01965428702533245, 0.020191187039017677, 0.020728088915348053, 0.02126498892903328, 0.021801890805363655, 0.02233879081904888, 0.022875692695379257, 0.023412592709064484]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 2.0, 2.0, 3.0, 7.0, 8.0, 9.0, 12.0, 24.0, 38.0, 81.0, 159.0, 310.0, 639.0, 1342.0, 2962.0, 5368.0, 2814.0, 1265.0, 566.0, 315.0, 162.0, 101.0, 59.0, 39.0, 16.0, 15.0, 11.0, 9.0, 10.0, 4.0, 4.0, 6.0, 5.0, 2.0, 1.0, 2.0, 2.0, 2.0, 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, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.0596776008605957, -0.05715478956699371, -0.054631974548101425, -0.052109163254499435, -0.04958634823560715, -0.04706353694200516, -0.04454072564840317, -0.04201791062951088, -0.03949509933590889, -0.0369722880423069, -0.03444947302341461, -0.03192666172981262, -0.029403848573565483, -0.026881035417318344, -0.024358224123716354, -0.021835410967469215, -0.019312597811222076, -0.016789784654974937, -0.014266972430050373, -0.011744160205125809, -0.00922134704887867, -0.006698534358292818, -0.004175721667706966, -0.0016529089771211147, 0.0008699037134647369, 0.0033927164040505886, 0.00591552909463644, 0.008438341319561005, 0.010961154475808144, 0.013483967632055283, 0.016006778925657272, 0.01852959208190441, 0.02105240523815155, 0.02357521839439869, 0.026098031550645828, 0.028620842844247818, 0.031143656000494957, 0.033666469156742096, 0.036189280450344086, 0.038712095469236374, 0.041234906762838364, 0.04375771805644035, 0.04628053307533264, 0.04880334436893463, 0.05132615566253662, 0.05384897068142891, 0.0563717819750309, 0.05889459699392319, 0.06141740828752518, 0.06394021958112717, 0.06646303087472916, 0.06898584961891174, 0.07150866091251373, 0.07403147220611572, 0.07655428349971771, 0.0790770947933197, 0.08159990608692169, 0.08412272483110428, 0.08664553612470627, 0.08916834741830826, 0.09169115871191025, 0.09421397000551224, 0.09673678874969482, 0.09925960004329681, 0.1017824113368988]}, "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, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 3.0, 0.0, 3.0, 3.0, 2.0, 1.0, 1.0, 3.0, 3.0, 4.0, 1.0, 3.0, 6.0, 5.0, 3.0, 6.0, 8.0, 4.0, 6.0, 3.0, 6.0, 7.0, 4.0, 7.0, 3.0, 4.0, 4.0, 2.0, 2.0, 2.0, 2.0, 2.0, 1.0, 3.0, 1.0, 0.0, 1.0, 2.0, 0.0, 0.0, 0.0, 2.0], "bins": [-0.02029094658792019, -0.0197689738124609, -0.01924700103700161, -0.01872502826154232, -0.01820305734872818, -0.01768108457326889, -0.0171591117978096, -0.01663713902235031, -0.01611516624689102, -0.015593193471431732, -0.015071220695972443, -0.014549248851835728, -0.014027276076376438, -0.013505303300917149, -0.012983331456780434, -0.012461358681321144, -0.011939385905861855, -0.011417413130402565, -0.010895440354943275, -0.01037346851080656, -0.009851495735347271, -0.009329522959887981, -0.008807551115751266, -0.008285578340291977, -0.007763605564832687, -0.007241632789373398, -0.006719660479575396, -0.006197688169777393, -0.005675715394318104, -0.005153742618858814, -0.004631770309060812, -0.00410979799926281, -0.00358782522380352, -0.0030658526811748743, -0.0025438801385462284, -0.0020219075959175825, -0.0014999350532889366, -0.0009779625106602907, -0.0004559899680316448, 6.598257459700108e-05, 0.000587955117225647, 0.0011099276598542929, 0.0016319002024829388, 0.0021538727451115847, 0.0026758452877402306, 0.0031978178303688765, 0.0037197903729975224, 0.004241762682795525, 0.004763735458254814, 0.005285708233714104, 0.005807680543512106, 0.006329652853310108, 0.006851625628769398, 0.007373598404228687, 0.007895570248365402, 0.008417543023824692, 0.008939515799283981, 0.009461488574743271, 0.00998346135020256, 0.010505433194339275, 0.011027405969798565, 0.011549378745257854, 0.01207135058939457, 0.012593323364853859, 0.013115296140313148]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [2.0, 2.0, 0.0, 0.0, 2.0, 1.0, 1.0, 4.0, 2.0, 6.0, 2.0, 7.0, 8.0, 10.0, 10.0, 19.0, 30.0, 37.0, 35.0, 52.0, 61.0, 60.0, 101.0, 106.0, 123.0, 176.0, 230.0, 298.0, 383.0, 493.0, 595.0, 716.0, 974.0, 1226.0, 1650.0, 2349.0, 3394.0, 5059.0, 8999.0, 45829.0, 7459.0, 5115.0, 3857.0, 2822.0, 2055.0, 1545.0, 1204.0, 909.0, 634.0, 473.0, 316.0, 271.0, 181.0, 157.0, 118.0, 74.0, 41.0, 27.0, 15.0, 9.0, 5.0, 5.0, 3.0, 5.0], "bins": [-0.02068619430065155, -0.020160024985671043, -0.019633857533335686, -0.01910768821835518, -0.018581518903374672, -0.018055351451039314, -0.017529182136058807, -0.0170030128210783, -0.016476845368742943, -0.015950676053762436, -0.015424507670104504, -0.014898339286446571, -0.014372169971466064, -0.013846001587808132, -0.0133198332041502, -0.012793663889169693, -0.01226749550551176, -0.011741327121853828, -0.011215157806873322, -0.01068898942321539, -0.010162821039557457, -0.00963665172457695, -0.009110483340919018, -0.008584314957261086, -0.008058145642280579, -0.007531977258622646, -0.007005808874964714, -0.0064796400256454945, -0.005953471176326275, -0.005427302792668343, -0.004901133943349123, -0.004374965559691191, -0.003848796710371971, -0.003322628093883395, -0.0027964594773948193, -0.0022702906280755997, -0.0017441220115870237, -0.0012179533950984478, -0.00069178466219455, -0.0001656159874983132, 0.00036055268719792366, 0.0008867213618941605, 0.0014128900365903974, 0.0019390587694942951, 0.002465227385982871, 0.002991396002471447, 0.0035175648517906666, 0.004043733235448599, 0.0045699020847678185, 0.005096070934087038, 0.00562223931774497, 0.00614840816706419, 0.006674576550722122, 0.007200745400041342, 0.007726914249360561, 0.008253082633018494, 0.008779251947999, 0.009305420331656933, 0.009831588715314865, 0.010357757098972797, 0.010883926413953304, 0.011410094797611237, 0.011936263181269169, 0.012462432496249676, 0.012988600879907608]}, "_runtime": 57.639249086380005, "_timestamp": 1596226324.139344, "_step": 20} -{"val_accuracy": 0.7797659817351599, "val_loss": 0.6083912407154362, "_runtime": 59.82389307022095, "_timestamp": 1596226326.323988, "_step": 21} -{"examples": {"width": 28, "height": 28, "format": "png", "count": 4, "_type": "images", "captions": ["Prediction: x Confidence: 0.151 Truth: v", "Prediction: 5 Confidence: 0.999 Truth: 5", "Prediction: 2 Confidence: 0.997 Truth: 2", "Prediction: 0 Confidence: 0.576 Truth: 0"]}, "_runtime": 60.09888815879822, "_timestamp": 1596226326.598983, "_step": 22} -{"gradients/layers.8.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, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 2.0, 1.0, 1.0, 1.0, 2.0, 0.0, 1.0, 3.0, 3.0, 4.0, 2.0, 1.0, 9.0, 2.0, 5.0, 2.0, 4.0, 1.0, 3.0, 3.0, 1.0, 1.0, 1.0, 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, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.01354181207716465, -0.013114376924932003, -0.01268694270402193, -0.012259507551789284, -0.011832073330879211, -0.011404638178646564, -0.010977203957736492, -0.010549768805503845, -0.010122334584593773, -0.009694899432361126, -0.009267464280128479, -0.008840030059218407, -0.00841259490698576, -0.007985160686075687, -0.0075577255338430405, -0.007130290847271681, -0.006702856160700321, -0.0062754214741289616, -0.005847986787557602, -0.005420552100986242, -0.004993117414414883, -0.004565682262182236, -0.004138247575610876, -0.0037108128890395164, -0.003283378202468157, -0.002855943515896797, -0.0024285088293254375, -0.0020010739099234343, -0.0015736392233520746, -0.001146204536780715, -0.0007187697337940335, -0.000291334989015013, 0.00013609975576400757, 0.0005635345005430281, 0.0009909692453220487, 0.0014184040483087301, 0.0018458387348800898, 0.0022732734214514494, 0.0027007083408534527, 0.0031281430274248123, 0.003555577713996172, 0.003983012400567532, 0.004410447087138891, 0.004837881773710251, 0.005265316925942898, 0.005692751612514257, 0.006120186299085617, 0.006547620985656977, 0.006975055672228336, 0.007402490358799696, 0.007829925045371056, 0.008257360197603703, 0.008684794418513775, 0.009112229570746422, 0.009539663791656494, 0.009967098943889141, 0.010394534096121788, 0.01082196831703186, 0.011249403469264507, 0.01167683769017458, 0.012104272842407227, 0.012531707063317299, 0.012959142215549946, 0.013386576436460018, 0.013814011588692665]}, "gradients/layers.8.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 2.0, 1.0, 1.0, 2.0, 2.0, 4.0, 2.0, 2.0, 5.0, 8.0, 6.0, 9.0, 9.0, 13.0, 20.0, 19.0, 15.0, 51.0, 49.0, 91.0, 96.0, 197.0, 351.0, 659.0, 4419.0, 982.0, 363.0, 203.0, 124.0, 59.0, 48.0, 32.0, 23.0, 16.0, 11.0, 8.0, 4.0, 4.0, 6.0, 3.0, 2.0, 2.0, 0.0, 1.0, 0.0, 1.0, 4.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 1.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.08970679342746735, -0.08644559979438782, -0.08318440616130829, -0.07992321997880936, -0.07666202634572983, -0.0734008327126503, -0.07013963907957077, -0.06687844544649124, -0.06361725926399231, -0.06035606190562248, -0.05709487199783325, -0.05383367836475372, -0.050572484731674194, -0.047311294823884964, -0.044050101190805435, -0.040788911283016205, -0.037527717649936676, -0.03426652401685715, -0.031005334109067917, -0.027744140475988388, -0.02448294870555401, -0.02122175693511963, -0.0179605633020401, -0.01469937153160572, -0.011438179761171341, -0.008176987990736961, -0.004915795288980007, -0.0016546030528843403, 0.0016065891832113266, 0.0048677814193069935, 0.00812897365540266, 0.011390166357159615, 0.014651358127593994, 0.017912549898028374, 0.021173741668462753, 0.024434935301542282, 0.02769612707197666, 0.03095731884241104, 0.03421851247549057, 0.0374797023832798, 0.04074089601635933, 0.04400208964943886, 0.04726327955722809, 0.05052447319030762, 0.053785666823387146, 0.057046856731176376, 0.060308050364255905, 0.06356924027204514, 0.06683043390512466, 0.0700916275382042, 0.07335282117128372, 0.07661400735378265, 0.07987520098686218, 0.08313639461994171, 0.08639758825302124, 0.08965878188610077, 0.0929199755191803, 0.09618116170167923, 0.09944235533475876, 0.10270354896783829, 0.10596474260091782, 0.10922593623399734, 0.11248712241649628, 0.1157483160495758, 0.11900950968265533]}, "gradients/layers.5.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, 0.0, 2.0, 0.0, 4.0, 3.0, 2.0, 2.0, 2.0, 2.0, 3.0, 4.0, 4.0, 6.0, 7.0, 6.0, 10.0, 8.0, 7.0, 5.0, 3.0, 4.0, 5.0, 3.0, 1.0, 2.0, 3.0, 4.0, 7.0, 3.0, 0.0, 1.0, 1.0, 3.0, 0.0, 1.0, 1.0, 1.0, 2.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.005491784308105707, -0.005318650044500828, -0.005145515315234661, -0.004972381051629782, -0.004799246788024902, -0.004626112524420023, -0.004452978260815144, -0.004279843531548977, -0.0041067092679440975, -0.003933575004339218, -0.003760440507903695, -0.003587306011468172, -0.0034141717478632927, -0.0032410374842584133, -0.0030679029878228903, -0.0028947684913873672, -0.002721634227782488, -0.0025484999641776085, -0.0023753654677420855, -0.0022022309713065624, -0.002029096707701683, -0.0018559623276814818, -0.0016828279476612806, -0.0015096935676410794, -0.0013365591876208782, -0.001163424807600677, -0.0009902904275804758, -0.0008171560475602746, -0.0006440216675400734, -0.0004708872875198722, -0.000297752907499671, -0.00012461852747946978, 4.851585254073143e-05, 0.00022165023256093264, 0.00039478461258113384, 0.000567918992601335, 0.0007410533726215363, 0.0009141877526417375, 0.0010873221326619387, 0.0012604565126821399, 0.001433590892702341, 0.0016067252727225423, 0.0017798596527427435, 0.0019529940327629447, 0.002126128412783146, 0.0022992626763880253, 0.0024723971728235483, 0.0026455316692590714, 0.0028186659328639507, 0.00299180019646883, 0.003164934692904353, 0.003338069189339876, 0.0035112034529447556, 0.003684337716549635, 0.003857472212985158, 0.004030606709420681, 0.00420374097302556, 0.00437687523663044, 0.0045500099658966064, 0.004723144229501486, 0.004896278493106365, 0.005069412756711245, 0.005242547020316124, 0.005415681749582291, 0.00558881601318717]}, "gradients/layers.5.weight": {"_type": "histogram", "values": [2.0, 1.0, 2.0, 0.0, 0.0, 3.0, 1.0, 0.0, 1.0, 2.0, 1.0, 7.0, 13.0, 11.0, 9.0, 17.0, 37.0, 42.0, 54.0, 83.0, 106.0, 150.0, 238.0, 354.0, 584.0, 820.0, 1173.0, 1690.0, 2361.0, 2936.0, 1474.0, 1083.0, 722.0, 601.0, 437.0, 332.0, 209.0, 180.0, 134.0, 103.0, 86.0, 61.0, 54.0, 38.0, 41.0, 15.0, 23.0, 17.0, 13.0, 17.0, 6.0, 6.0, 9.0, 2.0, 2.0, 3.0, 5.0, 1.0, 3.0, 3.0, 0.0, 3.0, 1.0, 2.0], "bins": [-0.014841869473457336, -0.014335541985929012, -0.013829215429723263, -0.013322887942194939, -0.01281656138598919, -0.012310233898460865, -0.011803906410932541, -0.011297579854726791, -0.010791252367198467, -0.010284924879670143, -0.009778598323464394, -0.00927227083593607, -0.008765943348407745, -0.008259616792201996, -0.007753289304673672, -0.007246962282806635, -0.006740635260939598, -0.006234308239072561, -0.0057279812172055244, -0.0052216537296772, -0.0047153267078101635, -0.004208999685943127, -0.003702672431245446, -0.0031963451765477657, -0.002690018154680729, -0.002183691132813692, -0.0016773638781160116, -0.001171036739833653, -0.0006647096015512943, -0.00015838246326893568, 0.00034794467501342297, 0.0008542718132957816, 0.0013605989515781403, 0.001866926089860499, 0.0023732532281428576, 0.002879580482840538, 0.003385907504707575, 0.0038922345265746117, 0.004398562014102936, 0.004904889035969973, 0.005411216057837009, 0.005917543079704046, 0.006423870101571083, 0.006930197589099407, 0.007436524610966444, 0.00794285163283348, 0.008449179120361805, 0.008955505676567554, 0.009461833164095879, 0.009968160651624203, 0.010474487207829952, 0.010980814695358276, 0.011487141251564026, 0.01199346873909235, 0.012499796226620674, 0.013006122782826424, 0.013512450270354748, 0.014018777757883072, 0.014525104314088821, 0.015031431801617146, 0.01553775928914547, 0.01604408584535122, 0.01655041240155697, 0.017056740820407867, 0.017563067376613617]}, "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, 2.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 2.0, 1.0, 0.0, 1.0, 0.0, 0.0, 4.0, 1.0, 0.0, 3.0, 2.0, 4.0, 4.0, 3.0, 3.0, 6.0, 3.0, 7.0, 5.0, 2.0, 7.0, 4.0, 3.0, 7.0, 6.0, 4.0, 5.0, 5.0, 3.0, 1.0, 6.0, 3.0, 1.0, 2.0, 4.0, 0.0, 0.0, 1.0, 4.0, 2.0, 0.0, 0.0, 0.0, 0.0, 1.0, 3.0], "bins": [-0.008365826681256294, -0.008146142587065697, -0.007926457561552525, -0.00770677300170064, -0.007487088441848755, -0.00726740388199687, -0.0070477197878062725, -0.006828035227954388, -0.006608350668102503, -0.006388666108250618, -0.006168981548398733, -0.005949296988546848, -0.0057296124286949635, -0.005509927868843079, -0.005290243308991194, -0.005070558749139309, -0.004850874654948711, -0.0046311900950968266, -0.004411505535244942, -0.004191820975393057, -0.003972136415541172, -0.003752451855689287, -0.0035327672958374023, -0.0033130827359855175, -0.0030933981761336327, -0.0028737138491123915, -0.0026540292892605066, -0.002434344729408622, -0.002214660169556737, -0.001994975609704852, -0.001775291166268289, -0.001555606722831726, -0.0013359221629798412, -0.0011162376031279564, -0.0008965531596913934, -0.0006768685998395085, -0.0004571840981952846, -0.00023749958199914545, -1.781506580300629e-05, 0.00020186945039313287, 0.000421553966589272, 0.000641238468233496, 0.0008609229698777199, 0.0010806075297296047, 0.0013002920895814896, 0.0015199765330180526, 0.0017396610928699374, 0.0019593455363065004, 0.0021790300961583853, 0.00239871465601027, 0.002618399215862155, 0.002838083542883396, 0.003057768102735281, 0.003277452662587166, 0.0034971372224390507, 0.0037168217822909355, 0.00393650634214282, 0.004156190901994705, 0.00437587546184659, 0.004595559556037188, 0.004815244115889072, 0.005034928675740957, 0.005254613235592842, 0.005474297795444727, 0.005693982355296612]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 2.0, 3.0, 1.0, 3.0, 3.0, 9.0, 5.0, 11.0, 9.0, 13.0, 16.0, 17.0, 23.0, 48.0, 73.0, 86.0, 153.0, 194.0, 315.0, 497.0, 753.0, 1143.0, 1865.0, 2714.0, 2882.0, 1719.0, 1118.0, 821.0, 557.0, 354.0, 277.0, 193.0, 148.0, 93.0, 75.0, 51.0, 35.0, 28.0, 19.0, 17.0, 9.0, 5.0, 5.0, 4.0, 2.0, 3.0, 2.0, 2.0, 1.0, 1.0, 0.0, 1.0, 1.0], "bins": [-0.03959312289953232, -0.03846215084195137, -0.03733117878437042, -0.03620021045207977, -0.035069238394498825, -0.03393826633691788, -0.03280729427933693, -0.03167632222175598, -0.030545352026820183, -0.029414379969239235, -0.028283409774303436, -0.02715243771672249, -0.02602146565914154, -0.024890495464205742, -0.023759523406624794, -0.022628553211688995, -0.021497581154108047, -0.0203666090965271, -0.0192356389015913, -0.018104666844010353, -0.016973696649074554, -0.015842724591493607, -0.014711752533912659, -0.013580781407654285, -0.012449810281395912, -0.011318839155137539, -0.010187868028879166, -0.009056895971298218, -0.007925924845039845, -0.006794953718781471, -0.005663982126861811, -0.00453301053494215, -0.003402039408683777, -0.00227106804959476, -0.001140096690505743, -9.125331416726112e-06, 0.0011218460276722908, 0.0022528173867613077, 0.0033837887458503246, 0.004514760337769985, 0.0056457314640283585, 0.006776702590286732, 0.007907673716545105, 0.009038645774126053, 0.010169616900384426, 0.0113005880266428, 0.012431560084223747, 0.01356253121048212, 0.014693502336740494, 0.01582447439432144, 0.01695544458925724, 0.018086416646838188, 0.019217386841773987, 0.020348358899354935, 0.021479330956935883, 0.02261030115187168, 0.02374127320945263, 0.024872245267033577, 0.026003215461969376, 0.027134187519550323, 0.02826515957713127, 0.02939612977206707, 0.030527101829648018, 0.031658072024583817, 0.032789044082164764]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [2.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 2.0, 0.0, 4.0, 1.0, 0.0, 3.0, 2.0, 1.0, 1.0, 1.0, 5.0, 3.0, 5.0, 4.0, 2.0, 3.0, 6.0, 2.0, 2.0, 8.0, 2.0, 5.0, 6.0, 4.0, 2.0, 3.0, 5.0, 3.0, 3.0, 2.0, 3.0, 1.0, 1.0, 1.0, 3.0, 0.0, 0.0, 2.0, 1.0, 3.0, 1.0, 1.0, 3.0, 2.0, 1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0], "bins": [-0.007461512461304665, -0.007213632110506296, -0.006965751759707928, -0.006717870943248272, -0.0064699905924499035, -0.006222110241651535, -0.005974229890853167, -0.005726349540054798, -0.005478468723595142, -0.005230588372796774, -0.0049827080219984055, -0.004734827671200037, -0.0044869473204016685, -0.0042390669696033, -0.003991186153143644, -0.003743305802345276, -0.0034954254515469074, -0.003247545100748539, -0.002999664517119527, -0.0027517841663211584, -0.0025039035826921463, -0.002256023231893778, -0.0020081428810954094, -0.0017602624138817191, -0.0015123819466680288, -0.0012645014794543386, -0.0010166210122406483, -0.0007687406614422798, -0.0005208601942285895, -0.0002729797561187297, -2.5099318008869886e-05, 0.00022278112010098994, 0.00047066155821084976, 0.00071854202542454, 0.0009664224344305694, 0.0012143028434365988, 0.001462183310650289, 0.0017100637778639793, 0.001957944128662348, 0.00220582471229136, 0.0024537050630897284, 0.002701585413888097, 0.002949465997517109, 0.0031973463483154774, 0.003445226699113846, 0.003693107282742858, 0.00394098786637187, 0.0041888682171702385, 0.004436748567968607, 0.004684628918766975, 0.004932509269565344, 0.005180390086025, 0.005428270436823368, 0.0056761507876217365, 0.005924031138420105, 0.0061719114892184734, 0.006419791840016842, 0.006667672656476498, 0.006915553007274866, 0.0071634333580732346, 0.007411313708871603, 0.0076591940596699715, 0.007907074876129627, 0.008154954761266708, 0.008402835577726364]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [2.0, 6.0, 1.0, 7.0, 4.0, 10.0, 13.0, 14.0, 34.0, 43.0, 51.0, 72.0, 128.0, 191.0, 292.0, 351.0, 517.0, 689.0, 870.0, 1162.0, 1412.0, 1752.0, 2345.0, 2927.0, 3803.0, 4884.0, 7406.0, 42041.0, 6985.0, 4807.0, 3645.0, 2917.0, 2333.0, 1853.0, 1570.0, 1216.0, 954.0, 765.0, 549.0, 424.0, 316.0, 238.0, 195.0, 130.0, 97.0, 69.0, 57.0, 46.0, 37.0, 27.0, 12.0, 15.0, 13.0, 13.0, 11.0, 11.0, 4.0, 4.0, 3.0, 5.0, 2.0, 1.0, 0.0, 1.0], "bins": [-0.008558003231883049, -0.008246353827416897, -0.007934704422950745, -0.007623054552823305, -0.007311404682695866, -0.0069997552782297134, -0.006688105873763561, -0.006376456003636122, -0.0060648065991699696, -0.005753157194703817, -0.005441507324576378, -0.005129857920110226, -0.0048182085156440735, -0.004506558645516634, -0.004194909241050482, -0.003883259603753686, -0.00357160996645689, -0.0032599603291600943, -0.0029483106918632984, -0.0026366612873971462, -0.0023250116501003504, -0.0020133620128035545, -0.0017017124919220805, -0.0013900629710406065, -0.0010784133337438107, -0.0007667637546546757, -0.0004551141755655408, -0.00014346459647640586, 0.00016818498261272907, 0.000479834561701864, 0.0007914841407909989, 0.001103133661672473, 0.0014147832989692688, 0.0017264329362660646, 0.0020380825735628605, 0.0023497319780290127, 0.0026613816153258085, 0.0029730312526226044, 0.0032846806570887566, 0.0035963302943855524, 0.003907979931682348, 0.0042196293361485004, 0.00453127920627594, 0.004842928610742092, 0.005154578015208244, 0.005466227885335684, 0.005777877289801836, 0.0060895271599292755, 0.006401176564395428, 0.00671282596886158, 0.007024475838989019, 0.007336125243455172, 0.007647775113582611, 0.007959424518048763, 0.008271073922514915, 0.008582723326981068, 0.00889437273144722, 0.009206023067235947, 0.009517672471702099, 0.009829321876168251, 0.010140971280634403, 0.010452620685100555, 0.010764271020889282, 0.011075920425355434, 0.011387569829821587]}, "_runtime": 64.2481439113617, "_timestamp": 1596226330.7482388, "_step": 23} -{"val_accuracy": 0.783956906392694, "val_loss": 0.5862346015292216, "_runtime": 67.87514019012451, "_timestamp": 1596226334.375235, "_step": 24} -{"examples": {"width": 28, "height": 28, "format": "png", "count": 4, "_type": "images", "captions": ["Prediction: X Confidence: 0.249 Truth: v", "Prediction: 5 Confidence: 0.999 Truth: 5", "Prediction: 2 Confidence: 0.996 Truth: 2", "Prediction: 0 Confidence: 0.511 Truth: 0"]}, "_runtime": 68.13909268379211, "_timestamp": 1596226334.6391876, "_step": 25} -{"gradients/layers.8.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, 1.0, 0.0, 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, 0.0, 0.0, 3.0, 0.0, 4.0, 6.0, 2.0, 3.0, 3.0, 0.0, 1.0, 4.0, 1.0, 2.0, 3.0, 4.0, 1.0, 1.0, 2.0, 5.0, 3.0, 1.0, 1.0, 0.0, 1.0, 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": [-0.014978769235312939, -0.014577782712876797, -0.014176796190440655, -0.013775810599327087, -0.013374824076890945, -0.012973837554454803, -0.012572851032018661, -0.012171865440905094, -0.011770878918468952, -0.01136989239603281, -0.010968905873596668, -0.010567919351160526, -0.010166933760046959, -0.009765947237610817, -0.009364960715174675, -0.008963974192738533, -0.008562987670302391, -0.008162002079188824, -0.007761015556752682, -0.00736002903431654, -0.006959042977541685, -0.006558056455105543, -0.0061570703983306885, -0.0057560838758945465, -0.0053550973534584045, -0.00495411129668355, -0.004553124774247408, -0.004152138717472553, -0.0037511521950364113, -0.003350165905430913, -0.0029491796158254147, -0.0025481933262199163, -0.002147207036614418, -0.0017462207470089197, -0.0013452344574034214, -0.0009442480513826013, -0.000543261761777103, -0.00014227544306777418, 0.0002587108756415546, 0.0006596972234547138, 0.0010606835130602121, 0.0014616698026657104, 0.0018626560922712088, 0.002263642381876707, 0.002664628904312849, 0.0030656151939183474, 0.0034666014835238457, 0.003867587773129344, 0.004268574062734842, 0.004669560585170984, 0.005070546641945839, 0.005471533164381981, 0.0058725192211568356, 0.0062735057435929775, 0.006674491800367832, 0.007075478322803974, 0.007476464845240116, 0.007877451367676258, 0.008278436958789825, 0.008679423481225967, 0.00908041000366211, 0.009481396526098251, 0.009882382117211819, 0.01028336863964796, 0.010684355162084103]}, "gradients/layers.8.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, 4.0, 1.0, 2.0, 3.0, 3.0, 3.0, 6.0, 1.0, 4.0, 1.0, 4.0, 5.0, 13.0, 22.0, 18.0, 34.0, 37.0, 57.0, 79.0, 82.0, 104.0, 161.0, 201.0, 269.0, 384.0, 594.0, 3918.0, 671.0, 343.0, 224.0, 192.0, 115.0, 97.0, 78.0, 48.0, 32.0, 29.0, 26.0, 20.0, 13.0, 9.0, 7.0, 8.0, 4.0, 3.0, 1.0, 2.0, 1.0, 0.0, 0.0, 1.0], "bins": [-0.0806187242269516, -0.07856469601392746, -0.07651066780090332, -0.07445663213729858, -0.07240260392427444, -0.0703485757112503, -0.06829454004764557, -0.06624051183462143, -0.06418648362159729, -0.06213245540857315, -0.06007842347025871, -0.058024391531944275, -0.055970363318920135, -0.053916335105895996, -0.05186230316758156, -0.04980827122926712, -0.04775424301624298, -0.04570021480321884, -0.043646182864904404, -0.041592150926589966, -0.039538122713565826, -0.03748409450054169, -0.03543006256222725, -0.03337603062391281, -0.03132200241088867, -0.029267972335219383, -0.027213942259550095, -0.025159912183880806, -0.023105882108211517, -0.02105185203254223, -0.01899782195687294, -0.01694379188120365, -0.014889761805534363, -0.012835731729865074, -0.010781701654195786, -0.008727671578526497, -0.006673641502857208, -0.00461961142718792, -0.002565581351518631, -0.0005115512758493423, 0.0015424787998199463, 0.003596508875489235, 0.0056505389511585236, 0.007704569026827812, 0.0097585991024971, 0.01181262917816639, 0.013866659253835678, 0.015920689329504967, 0.017974719405174255, 0.020028749480843544, 0.022082779556512833, 0.02413680963218212, 0.02619083970785141, 0.0282448697835207, 0.030298899859189987, 0.032352931797504425, 0.034406960010528564, 0.036460988223552704, 0.03851502016186714, 0.04056905210018158, 0.04262308031320572, 0.04467710852622986, 0.046731140464544296, 0.048785172402858734, 0.050839200615882874]}, "gradients/layers.5.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, 1.0, 2.0, 1.0, 1.0, 1.0, 4.0, 2.0, 2.0, 4.0, 3.0, 5.0, 8.0, 3.0, 3.0, 6.0, 5.0, 1.0, 2.0, 4.0, 3.0, 5.0, 6.0, 5.0, 1.0, 3.0, 7.0, 6.0, 2.0, 7.0, 0.0, 2.0, 2.0, 2.0, 3.0, 1.0, 0.0, 2.0, 0.0, 1.0, 1.0, 3.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 1.0], "bins": [-0.00476845633238554, -0.004621412139385939, -0.004474368412047625, -0.004327324219048023, -0.004180280491709709, -0.004033236298710108, -0.0038861921057105064, -0.0037391481455415487, -0.003592104185372591, -0.0034450602252036333, -0.0032980162650346756, -0.0031509720720350742, -0.0030039281118661165, -0.002856884151697159, -0.0027098399586975574, -0.0025627959985285997, -0.002415752038359642, -0.0022687080781906843, -0.0021216641180217266, -0.0019746199250221252, -0.0018275759648531675, -0.0016805320046842098, -0.0015334879280999303, -0.0013864438515156507, -0.001239399891346693, -0.0010923559311777353, -0.0009453118545934558, -0.0007982678362168372, -0.0006512238178402185, -0.0005041797994635999, -0.0003571357810869813, -0.00021009176271036267, -6.304774433374405e-05, 8.399627404287457e-05, 0.0002310402924194932, 0.0003780843107961118, 0.0005251283291727304, 0.0006721723475493491, 0.0008192163659259677, 0.0009662603843025863, 0.001113304402679205, 0.0012603483628481627, 0.0014073924394324422, 0.0015544365160167217, 0.0017014804761856794, 0.0018485244363546371, 0.0019955686293542385, 0.0021426125895231962, 0.002289656549692154, 0.0024367005098611116, 0.0025837444700300694, 0.0027307886630296707, 0.0028778326231986284, 0.003024876583367586, 0.0031719207763671875, 0.003318964736536145, 0.003466008696705103, 0.0036130526568740606, 0.0037600966170430183, 0.00390714081004262, 0.004054185003042221, 0.004201228730380535, 0.0043482729233801365, 0.0044953166507184505, 0.004642360843718052]}, "gradients/layers.5.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 2.0, 2.0, 0.0, 3.0, 1.0, 3.0, 10.0, 3.0, 24.0, 36.0, 44.0, 66.0, 99.0, 177.0, 354.0, 635.0, 1161.0, 2262.0, 3694.0, 3625.0, 1624.0, 985.0, 581.0, 338.0, 249.0, 145.0, 89.0, 40.0, 44.0, 20.0, 16.0, 12.0, 9.0, 11.0, 4.0, 3.0, 3.0, 1.0, 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, 0.0, 1.0, 0.0, 1.0], "bins": [-0.023021090775728226, -0.022200951352715492, -0.02138081192970276, -0.020560672506690025, -0.019740533083677292, -0.01892039366066456, -0.018100254237651825, -0.01728011481463909, -0.016459975391626358, -0.015639835968613625, -0.014819695614278316, -0.013999556191265583, -0.01317941676825285, -0.012359277345240116, -0.011539137922227383, -0.01071899849921465, -0.009898859076201916, -0.009078719653189182, -0.008258580230176449, -0.007438440807163715, -0.006618301384150982, -0.005798161495476961, -0.004978022072464228, -0.004157882649451494, -0.0033377432264387608, -0.0025176038034260273, -0.001697464263997972, -0.0008773247827775776, -5.7185301557183266e-05, 0.0007629541796632111, 0.0015830936608836055, 0.0024032332003116608, 0.0032233726233243942, 0.004043512046337128, 0.004863651469349861, 0.005683790892362595, 0.006503930315375328, 0.007324070204049349, 0.008144209161400795, 0.008964348584413528, 0.009784488007426262, 0.01060462836176157, 0.011424767784774303, 0.012244907207787037, 0.01306504663079977, 0.013885186053812504, 0.014705325476825237, 0.01552546489983797, 0.01634560525417328, 0.017165744677186012, 0.017985884100198746, 0.01880602352321148, 0.019626162946224213, 0.020446302369236946, 0.02126644179224968, 0.022086581215262413, 0.022906720638275146, 0.02372686006128788, 0.024546999484300613, 0.025367138907313347, 0.02618727833032608, 0.027007417753338814, 0.027827557176351547, 0.02864769659936428, 0.029467836022377014]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 4.0, 1.0, 0.0, 3.0, 2.0, 3.0, 3.0, 3.0, 5.0, 6.0, 3.0, 3.0, 6.0, 9.0, 3.0, 6.0, 3.0, 1.0, 5.0, 5.0, 5.0, 3.0, 2.0, 4.0, 3.0, 4.0, 4.0, 2.0, 3.0, 1.0, 3.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 2.0, 2.0, 0.0, 1.0, 1.0, 1.0, 2.0, 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": [-0.0067865061573684216, -0.006533259060233831, -0.006280011963099241, -0.006026764865964651, -0.005773518234491348, -0.005520271137356758, -0.005267024040222168, -0.005013776943087578, -0.004760529845952988, -0.0045072827488183975, -0.004254035651683807, -0.004000788554549217, -0.0037475416902452707, -0.0034942945931106806, -0.003241047728806734, -0.002987800631672144, -0.002734553534537554, -0.0024813064374029636, -0.0022280593402683735, -0.001974812475964427, -0.0017215653788298368, -0.0014683182816952467, -0.0012150713009759784, -0.0009618242620490491, -0.0007085772231221199, -0.00045533018419519067, -0.00020208314526826143, 5.11638936586678e-05, 0.00030441093258559704, 0.0005576579715125263, 0.0008109050104394555, 0.0010641519911587238, 0.001317399088293314, 0.0015706461854279041, 0.0018238931661471725, 0.0020771401468664408, 0.002330387244001031, 0.002583634341135621, 0.0028368812054395676, 0.0030901283025741577, 0.003343375399708748, 0.003596622496843338, 0.003849869593977928, 0.004103116691112518, 0.0043563637882471085, 0.004609610419720411, 0.0048628575168550014, 0.005116104613989592, 0.005369351711124182, 0.005622598808258772, 0.005875845905393362, 0.006129093002527952, 0.006382339634001255, 0.006635586731135845, 0.006888833828270435, 0.0071420809254050255, 0.007395328022539616, 0.007648575119674206, 0.007901822216808796, 0.008155069313943386, 0.008408316411077976, 0.008661563508212566, 0.008914810605347157, 0.009168057702481747, 0.009421303868293762]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 2.0, 2.0, 3.0, 0.0, 2.0, 2.0, 3.0, 11.0, 22.0, 37.0, 29.0, 74.0, 98.0, 180.0, 305.0, 461.0, 705.0, 1170.0, 1912.0, 3219.0, 3704.0, 1613.0, 1070.0, 591.0, 405.0, 267.0, 154.0, 111.0, 70.0, 49.0, 27.0, 25.0, 15.0, 9.0, 6.0, 7.0, 7.0, 0.0, 5.0, 1.0, 3.0, 2.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.03758372738957405, -0.03602582588791847, -0.034467924386262894, -0.032910026609897614, -0.031352125108242035, -0.029794223606586456, -0.028236323967576027, -0.02667842246592045, -0.02512052282691002, -0.02356262132525444, -0.02200471982359886, -0.020446820184588432, -0.018888918682932854, -0.017331019043922424, -0.015773117542266846, -0.014215216971933842, -0.012657316401600838, -0.011099415831267834, -0.00954151526093483, -0.007983614690601826, -0.006425713654607534, -0.00486781308427453, -0.0033099122811108828, -0.001752011594362557, -0.0001941109076142311, 0.0013637897791340947, 0.0029216904658824205, 0.004479591269046068, 0.006037491839379072, 0.007595392409712076, 0.009153293445706367, 0.010711194016039371, 0.012269094586372375, 0.01382699515670538, 0.015384895727038383, 0.016942797228693962, 0.01850069686770439, 0.02005859836935997, 0.0216164980083704, 0.023174399510025978, 0.024732299149036407, 0.026290200650691986, 0.027848102152347565, 0.029406001791357994, 0.030963903293013573, 0.032521802932024, 0.03407970443367958, 0.03563760593533516, 0.03719550371170044, 0.03875340521335602, 0.0403113067150116, 0.041869208216667175, 0.043427109718322754, 0.044985007494688034, 0.04654290899634361, 0.04810081049799919, 0.04965871199965477, 0.05121661350131035, 0.05277451127767563, 0.05433241277933121, 0.055890314280986786, 0.057448215782642365, 0.059006113559007645, 0.06056401506066322, 0.0621219165623188]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [1.0, 1.0, 1.0, 0.0, 2.0, 2.0, 0.0, 1.0, 6.0, 0.0, 1.0, 0.0, 2.0, 1.0, 1.0, 4.0, 3.0, 3.0, 4.0, 2.0, 6.0, 3.0, 3.0, 4.0, 2.0, 6.0, 8.0, 6.0, 8.0, 3.0, 4.0, 1.0, 6.0, 3.0, 2.0, 3.0, 3.0, 1.0, 0.0, 2.0, 4.0, 2.0, 3.0, 1.0, 0.0, 1.0, 1.0, 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, 0.0, 0.0, 0.0, 2.0], "bins": [-0.009646540507674217, -0.009269961155951023, -0.008893381804227829, -0.008516802452504635, -0.00814022310078144, -0.007763643283396959, -0.007387063931673765, -0.007010484579950571, -0.00663390476256609, -0.0062573254108428955, -0.005880746059119701, -0.005504166707396507, -0.005127587355673313, -0.004751008003950119, -0.004374428186565638, -0.0039978488348424435, -0.0036212694831192493, -0.0032446901313960552, -0.0028681105468422174, -0.0024915311951190233, -0.0021149516105651855, -0.0017383722588419914, -0.0013617929071187973, -0.0009852134389802814, -0.0006086339708417654, -0.0002320545318070799, 0.00014452490722760558, 0.0005211043171584606, 0.0008976837852969766, 0.0012742632534354925, 0.0016508426051586866, 0.0020274221897125244, 0.0024040015414357185, 0.0027805808931589127, 0.0031571604777127504, 0.0035337398294359446, 0.003910319413989782, 0.0042868987657129765, 0.004663478117436171, 0.005040057469159365, 0.005416637286543846, 0.00579321663826704, 0.006169795989990234, 0.0065463753417134285, 0.006922954693436623, 0.007299534045159817, 0.007676113862544298, 0.008052692748606205, 0.008429272100329399, 0.008805852383375168, 0.009182431735098362, 0.009559011086821556, 0.00993559043854475, 0.010312169790267944, 0.010688749141991138, 0.011065328493714333, 0.011441907845437527, 0.01181848719716072, 0.012195066548883915, 0.012571646831929684, 0.012948226183652878, 0.013324805535376072, 0.013701384887099266, 0.01407796423882246, 0.014454543590545654]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [2.0, 0.0, 2.0, 10.0, 13.0, 20.0, 30.0, 61.0, 75.0, 108.0, 156.0, 170.0, 238.0, 277.0, 360.0, 509.0, 632.0, 810.0, 1073.0, 1332.0, 1726.0, 2106.0, 2627.0, 3506.0, 4760.0, 7292.0, 42483.0, 7260.0, 4899.0, 3727.0, 2913.0, 2290.0, 1898.0, 1419.0, 1158.0, 938.0, 721.0, 576.0, 451.0, 361.0, 262.0, 209.0, 185.0, 124.0, 113.0, 84.0, 72.0, 54.0, 46.0, 35.0, 32.0, 27.0, 22.0, 13.0, 19.0, 9.0, 8.0, 11.0, 7.0, 13.0, 7.0, 5.0, 2.0, 4.0], "bins": [-0.009094917215406895, -0.00875136163085699, -0.008407806046307087, -0.008064250461757183, -0.0077206953428685665, -0.007377139758318663, -0.007033584639430046, -0.006690029054880142, -0.006346473470330238, -0.0060029178857803345, -0.005659362301230431, -0.005315807182341814, -0.00497225159779191, -0.004628696013242006, -0.00428514089435339, -0.003941585309803486, -0.003598029725253582, -0.003254474140703678, -0.002910918788984418, -0.0025673634372651577, -0.002223807852715254, -0.0018802523845806718, -0.0015366969164460897, -0.0011931414483115077, -0.0008495859801769257, -0.0005060305120423436, -0.00016247504390776157, 0.00018108042422682047, 0.0005246358923614025, 0.0008681913604959846, 0.0012117468286305666, 0.0015553022967651486, 0.0018988577648997307, 0.0022424133494496346, 0.0025859687011688948, 0.002929524052888155, 0.003273079637438059, 0.0036166352219879627, 0.003960190340876579, 0.004303745925426483, 0.004647301509976387, 0.004990857094526291, 0.005334412679076195, 0.005677967797964811, 0.006021523382514715, 0.006365078967064619, 0.006708634085953236, 0.0070521896705031395, 0.007395745255053043, 0.007739300839602947, 0.008082856424152851, 0.008426412008702755, 0.008769966661930084, 0.009113522246479988, 0.009457077831029892, 0.009800633415579796, 0.0101441890001297, 0.010487744584679604, 0.010831300169229507, 0.011174855753779411, 0.011518411338329315, 0.011861965991556644, 0.012205521576106548, 0.012549077160656452, 0.012892632745206356]}, "_runtime": 70.58394169807434, "_timestamp": 1596226337.0840366, "_step": 26} -{"val_accuracy": 0.7863484589041095, "val_loss": 0.5764479366339506, "_runtime": 75.99667501449585, "_timestamp": 1596226342.49677, "_step": 27} -{"examples": {"width": 28, "height": 28, "format": "png", "count": 4, "_type": "images", "captions": ["Prediction: X Confidence: 0.330 Truth: v", "Prediction: 5 Confidence: 1.000 Truth: 5", "Prediction: 2 Confidence: 0.998 Truth: 2", "Prediction: 0 Confidence: 0.707 Truth: 0"]}, "_runtime": 76.24794292449951, "_timestamp": 1596226342.7480378, "_step": 28} -{"gradients/layers.8.bias": {"_type": "histogram", "values": [1.0, 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, 2.0, 0.0, 2.0, 0.0, 3.0, 1.0, 0.0, 2.0, 1.0, 2.0, 3.0, 4.0, 0.0, 2.0, 2.0, 2.0, 6.0, 4.0, 2.0, 3.0, 1.0, 3.0, 0.0, 4.0, 1.0, 1.0, 1.0, 0.0, 0.0, 1.0, 2.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0], "bins": [-0.015638018026947975, -0.015171573497354984, -0.014705128036439419, -0.014238683506846428, -0.013772238977253437, -0.013305793516337872, -0.01283934898674488, -0.01237290445715189, -0.011906459927558899, -0.011440014466643333, -0.010973569937050343, -0.010507125407457352, -0.010040679946541786, -0.009574235416948795, -0.009107790887355804, -0.008641345426440239, -0.008174900896847248, -0.00770845590159297, -0.007242011371999979, -0.006775566376745701, -0.00630912184715271, -0.005842676851898432, -0.005376231856644154, -0.004909787327051163, -0.0044433423317968845, -0.003976897336542606, -0.0035104528069496155, -0.0030440078116953373, -0.0025775630492717028, -0.0021111182868480682, -0.0016446734080091119, -0.0011782285291701555, -0.000711783766746521, -0.00024533894611522555, 0.0002211058745160699, 0.0006875506951473653, 0.0011539955157786608, 0.0016204402782022953, 0.0020868852734565735, 0.002553330035880208, 0.0030197747983038425, 0.003486219560727477, 0.003952664323151112, 0.00441910931840539, 0.004885554313659668, 0.005351998843252659, 0.005818443838506937, 0.006284888368099928, 0.006751333363354206, 0.007217778358608484, 0.007684222888201475, 0.008150667883455753, 0.008617112413048744, 0.00908355787396431, 0.0095500024035573, 0.010016446933150291, 0.010482892394065857, 0.010949336923658848, 0.011415781453251839, 0.01188222598284483, 0.012348671443760395, 0.012815115973353386, 0.013281560502946377, 0.013748005963861942, 0.014214450493454933]}, "gradients/layers.8.weight": {"_type": "histogram", "values": [2.0, 4.0, 2.0, 0.0, 3.0, 4.0, 5.0, 4.0, 2.0, 7.0, 9.0, 8.0, 3.0, 12.0, 20.0, 18.0, 21.0, 27.0, 28.0, 39.0, 41.0, 68.0, 78.0, 121.0, 169.0, 198.0, 310.0, 478.0, 3536.0, 1392.0, 448.0, 225.0, 162.0, 112.0, 69.0, 63.0, 48.0, 29.0, 28.0, 28.0, 15.0, 16.0, 17.0, 9.0, 11.0, 6.0, 6.0, 6.0, 1.0, 3.0, 3.0, 2.0, 4.0, 2.0, 3.0, 4.0, 0.0, 0.0, 2.0, 2.0, 1.0, 1.0, 0.0, 1.0], "bins": [-0.0626065656542778, -0.060426026582717896, -0.05824548751115799, -0.056064948439598083, -0.05388440936803818, -0.05170387402176857, -0.049523334950208664, -0.04734279587864876, -0.04516225680708885, -0.042981717735528946, -0.04080117866396904, -0.038620639592409134, -0.036440104246139526, -0.03425956517457962, -0.032079026103019714, -0.02989848703145981, -0.027717947959899902, -0.025537408888339996, -0.02335686981678009, -0.021176332607865334, -0.018995793536305428, -0.01681525446474552, -0.01463471632450819, -0.012454178184270859, -0.010273639112710953, -0.008093100041151047, -0.005912561900913715, -0.0037320232950150967, -0.001551484689116478, 0.0006290539167821407, 0.0028095925226807594, 0.004990131128579378, 0.007170669734477997, 0.009351208806037903, 0.011531746946275234, 0.013712285086512566, 0.01589282415807247, 0.018073363229632378, 0.020253900438547134, 0.02243443951010704, 0.024614978581666946, 0.026795517653226852, 0.02897605672478676, 0.031156593933701515, 0.03333713114261627, 0.03551767021417618, 0.037698209285736084, 0.03987874835729599, 0.042059287428855896, 0.0442398265004158, 0.04642036557197571, 0.048600904643535614, 0.05078144371509552, 0.05296197906136513, 0.055142518132925034, 0.05732305720448494, 0.059503596276044846, 0.06168413534760475, 0.06386467069387436, 0.06604520976543427, 0.06822574883699417, 0.07040628790855408, 0.07258682698011398, 0.07476736605167389, 0.0769479051232338]}, "gradients/layers.5.bias": {"_type": "histogram", "values": [1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 2.0, 0.0, 0.0, 1.0, 2.0, 3.0, 1.0, 2.0, 3.0, 3.0, 3.0, 5.0, 5.0, 5.0, 2.0, 3.0, 3.0, 5.0, 3.0, 4.0, 4.0, 4.0, 3.0, 3.0, 4.0, 2.0, 4.0, 3.0, 3.0, 4.0, 2.0, 5.0, 3.0, 1.0, 2.0, 1.0, 1.0, 4.0, 0.0, 3.0, 1.0, 1.0, 0.0, 3.0, 1.0, 1.0, 0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 1.0], "bins": [-0.004792496562004089, -0.004638440907001495, -0.004484384786337614, -0.00433032913133502, -0.004176273010671139, -0.004022217355668545, -0.003868161467835307, -0.0037141055800020695, -0.0035600499249994755, -0.003405994037166238, -0.003251938149333, -0.0030978822614997625, -0.002943826373666525, -0.0027897704858332872, -0.0026357148308306932, -0.0024816589429974556, -0.002327603055164218, -0.0021735471673309803, -0.0020194912794977427, -0.0018654355080798268, -0.001711379736661911, -0.0015573238488286734, -0.0014032679609954357, -0.00124921218957752, -0.0010951563017442822, -0.0009411004721187055, -0.0007870446424931288, -0.0006329887546598911, -0.0004789329250343144, -0.00032487709540873766, -0.00017082123667933047, -1.6765392501838505e-05, 0.00013729045167565346, 0.0002913462813012302, 0.0004454021400306374, 0.0005994579987600446, 0.0007535138283856213, 0.000907569658011198, 0.0010616255458444357, 0.0012156813172623515, 0.0013697372050955892, 0.0015237930929288268, 0.0016778488643467426, 0.0018319047521799803, 0.001985960640013218, 0.0021400165278464556, 0.0022940721828490496, 0.002448128070682287, 0.002602183958515525, 0.0027562398463487625, 0.002910295734182, 0.003064351389184594, 0.003218407277017832, 0.0033724631648510695, 0.003526519052684307, 0.0036805749405175447, 0.0038346308283507824, 0.003988686483353376, 0.004142742604017258, 0.004296798259019852, 0.004450853914022446, 0.004604910034686327, 0.004758965689688921, 0.004913021810352802, 0.005067077465355396]}, "gradients/layers.5.weight": {"_type": "histogram", "values": [1.0, 0.0, 3.0, 0.0, 1.0, 4.0, 8.0, 5.0, 9.0, 4.0, 13.0, 10.0, 17.0, 30.0, 38.0, 59.0, 64.0, 95.0, 146.0, 216.0, 264.0, 414.0, 629.0, 926.0, 1417.0, 2177.0, 3225.0, 1940.0, 1265.0, 919.0, 604.0, 413.0, 346.0, 247.0, 186.0, 156.0, 129.0, 77.0, 59.0, 61.0, 39.0, 32.0, 29.0, 17.0, 9.0, 17.0, 12.0, 13.0, 10.0, 9.0, 1.0, 4.0, 1.0, 3.0, 2.0, 2.0, 4.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0], "bins": [-0.013876773416996002, -0.013358227908611298, -0.012839681468904018, -0.012321135960519314, -0.011802589520812035, -0.01128404401242733, -0.01076549757272005, -0.010246952064335346, -0.009728405624628067, -0.009209860116243362, -0.008691314607858658, -0.008172768168151379, -0.007654222659766674, -0.007135676685720682, -0.00661713071167469, -0.006098584737628698, -0.0055800387635827065, -0.0050614927895367146, -0.004542946815490723, -0.004024400841444731, -0.0035058551002293825, -0.0029873091261833906, -0.0024687633849680424, -0.0019502174109220505, -0.0014316714368760586, -0.0009131255210377276, -0.0003945796051993966, 0.00012396631063893437, 0.0006425122264772654, 0.0011610582005232573, 0.0016796040581539273, 0.0021981499157845974, 0.0027166958898305893, 0.003235241863876581, 0.003753787837922573, 0.004272333811968565, 0.004790879786014557, 0.0053094252943992615, 0.005827971268445253, 0.006346517242491245, 0.006865063216537237, 0.007383609190583229, 0.007902154698967934, 0.008420701138675213, 0.008939246647059917, 0.009457793086767197, 0.009976338595151901, 0.01049488503485918, 0.011013430543243885, 0.01153197605162859, 0.012050522491335869, 0.012569067999720573, 0.013087614439427853, 0.013606159947812557, 0.014124706387519836, 0.014643251895904541, 0.015161797404289246, 0.01568034291267395, 0.016198890283703804, 0.01671743579208851, 0.017235981300473213, 0.017754526808857918, 0.01827307417988777, 0.018791619688272476, 0.01931016519665718]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [1.0, 1.0, 2.0, 1.0, 1.0, 0.0, 2.0, 1.0, 3.0, 1.0, 1.0, 4.0, 1.0, 2.0, 2.0, 5.0, 1.0, 4.0, 3.0, 2.0, 2.0, 3.0, 3.0, 6.0, 5.0, 8.0, 5.0, 3.0, 7.0, 6.0, 5.0, 5.0, 6.0, 2.0, 3.0, 4.0, 1.0, 2.0, 4.0, 0.0, 1.0, 2.0, 1.0, 0.0, 0.0, 0.0, 2.0, 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], "bins": [-0.006437232717871666, -0.006184628698974848, -0.005932025145739317, -0.005679421126842499, -0.005426817573606968, -0.00517421355471015, -0.004921610001474619, -0.004669005982577801, -0.00441640242934227, -0.004163798410445452, -0.003911194391548634, -0.0036585908383131027, -0.0034059868194162846, -0.00315338303335011, -0.0029007792472839355, -0.002648175461217761, -0.0023955716751515865, -0.002142967889085412, -0.0018903641030192375, -0.0016377602005377412, -0.0013851564144715667, -0.0011325526284053922, -0.0008799487841315567, -0.0006273449398577213, -0.0003747411537915468, -0.00012213733862154186, 0.0001304664765484631, 0.00038307029171846807, 0.000635674106888473, 0.0008882778929546475, 0.0011408817954361439, 0.0013934855815023184, 0.0016460893675684929, 0.0018986931536346674, 0.002151296939700842, 0.0024039007257670164, 0.002656504511833191, 0.002909108530730009, 0.0031617123167961836, 0.003414316102862358, 0.0036669198889285326, 0.003919523674994707, 0.004172127693891525, 0.004424731247127056, 0.004677335266023874, 0.004929938819259405, 0.005182542838156223, 0.005435146391391754, 0.005687750410288572, 0.0059403544291853905, 0.006192957982420921, 0.0064455620013177395, 0.00669816555455327, 0.0069507695734500885, 0.007203373126685619, 0.0074559771455824375, 0.007708581164479256, 0.007961184717714787, 0.008213788270950317, 0.008466392755508423, 0.008718996308743954, 0.008971599861979485, 0.009224203415215015, 0.009476807899773121, 0.009729411453008652]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 2.0, 1.0, 1.0, 0.0, 2.0, 4.0, 7.0, 6.0, 4.0, 10.0, 10.0, 11.0, 23.0, 32.0, 48.0, 83.0, 108.0, 167.0, 282.0, 410.0, 738.0, 1237.0, 2409.0, 4171.0, 2587.0, 1483.0, 919.0, 545.0, 381.0, 245.0, 172.0, 99.0, 61.0, 30.0, 33.0, 17.0, 13.0, 8.0, 3.0, 3.0, 2.0, 2.0, 2.0, 3.0, 1.0, 0.0, 1.0, 0.0, 0.0, 2.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.04885535687208176, -0.047311604022979736, -0.045767854899168015, -0.044224102050065994, -0.042680349200963974, -0.04113660007715225, -0.03959284722805023, -0.03804909437894821, -0.03650534525513649, -0.03496159240603447, -0.03341783955693245, -0.03187409043312073, -0.030330337584018707, -0.028786586597561836, -0.027242835611104965, -0.025699082762002945, -0.024155331775546074, -0.022611580789089203, -0.021067827939987183, -0.01952407695353031, -0.01798032596707344, -0.01643657311797142, -0.01489282213151455, -0.013349071145057678, -0.011805319227278233, -0.010261567309498787, -0.008717816323041916, -0.00717406440526247, -0.005630312953144312, -0.0040865615010261536, -0.0025428098160773516, -0.0009990582475438714, 0.0005446933209896088, 0.002088444773107767, 0.003632196458056569, 0.005175948143005371, 0.0067196995951235294, 0.008263451047241688, 0.009807202965021133, 0.011350953951478004, 0.01289470586925745, 0.014438457787036896, 0.015982208773493767, 0.017525959759950638, 0.019069712609052658, 0.02061346359550953, 0.0221572145819664, 0.02370096743106842, 0.02524471841752529, 0.026788469403982162, 0.028332222253084183, 0.029875973239541054, 0.031419724225997925, 0.032963477075099945, 0.03450722619891167, 0.03605097904801369, 0.03759473189711571, 0.03913848102092743, 0.04068223387002945, 0.04222598671913147, 0.04376973584294319, 0.04531348869204521, 0.04685724154114723, 0.048400990664958954, 0.049944743514060974]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [2.0, 0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 3.0, 4.0, 0.0, 4.0, 2.0, 1.0, 2.0, 1.0, 1.0, 1.0, 6.0, 5.0, 8.0, 2.0, 10.0, 4.0, 5.0, 4.0, 6.0, 4.0, 4.0, 1.0, 6.0, 1.0, 7.0, 1.0, 3.0, 3.0, 2.0, 1.0, 1.0, 2.0, 4.0, 1.0, 0.0, 2.0, 2.0, 2.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 1.0], "bins": [-0.008236652240157127, -0.00791641604155302, -0.007596180308610201, -0.007275944110006094, -0.006955708377063274, -0.0066354721784591675, -0.006315235979855061, -0.005995000246912241, -0.005674764048308134, -0.005354527849704027, -0.005034292116761208, -0.004714055918157101, -0.004393819719552994, -0.004073583986610174, -0.0037533477880060673, -0.003433111822232604, -0.0031128758564591408, -0.0027926398906856775, -0.0024724039249122143, -0.0021521677263081074, -0.0018319317605346441, -0.0015116957947611809, -0.0011914597125723958, -0.0008712236885912716, -0.0005509876646101475, -0.0002307516406290233, 8.948438335210085e-05, 0.000409720407333225, 0.0007299564313143492, 0.0010501923970878124, 0.0013704284792765975, 0.0016906645614653826, 0.002010900527238846, 0.002331136493012309, 0.0026513724587857723, 0.0029716086573898792, 0.0032918446231633425, 0.0036120805889368057, 0.003932316787540913, 0.004252552520483732, 0.004572788719087839, 0.004893024917691946, 0.005213260650634766, 0.0055334968492388725, 0.005853733047842979, 0.006173968780785799, 0.006494204979389906, 0.0068144407123327255, 0.007134676910936832, 0.007454913109540939, 0.007775148842483759, 0.008095384575426579, 0.008415620774030685, 0.008735856972634792, 0.0090560931712389, 0.009376329369843006, 0.009696565568447113, 0.010016800835728645, 0.010337037034332752, 0.010657273232936859, 0.010977509431540966, 0.011297745630145073, 0.011617980897426605, 0.011938217096030712, 0.012258453294634819]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [1.0, 2.0, 2.0, 0.0, 1.0, 10.0, 6.0, 10.0, 10.0, 19.0, 22.0, 39.0, 50.0, 62.0, 98.0, 148.0, 224.0, 294.0, 405.0, 528.0, 663.0, 893.0, 1131.0, 1419.0, 1814.0, 2181.0, 2665.0, 3579.0, 4960.0, 7356.0, 42585.0, 7186.0, 4883.0, 3784.0, 2918.0, 2235.0, 1779.0, 1375.0, 1035.0, 814.0, 668.0, 486.0, 423.0, 327.0, 242.0, 209.0, 160.0, 118.0, 85.0, 89.0, 68.0, 42.0, 46.0, 34.0, 26.0, 25.0, 27.0, 23.0, 19.0, 16.0, 8.0, 14.0, 7.0, 4.0], "bins": [-0.009496092796325684, -0.00918455608189106, -0.008873018436133862, -0.008561481721699238, -0.00824994407594204, -0.007938407361507416, -0.007626870181411505, -0.007315333001315594, -0.00700379628688097, -0.006692259106785059, -0.006380721926689148, -0.006069184746593237, -0.005757647566497326, -0.005446110386401415, -0.005134573671966791, -0.00482303649187088, -0.004511499311774969, -0.004199962131679058, -0.0038884251844137907, -0.0035768880043178797, -0.0032653510570526123, -0.0029538138769567013, -0.0026422766968607903, -0.002330739749595523, -0.002019202569499612, -0.0017076655058190227, -0.0013961284421384335, -0.0010845912620425224, -0.0007730541983619332, -0.0004615171055775136, -0.00014998001279309392, 0.00016155707999132574, 0.0004730941727757454, 0.0007846312364563346, 0.0010961683001369238, 0.0014077054802328348, 0.001719242543913424, 0.002030779607594013, 0.0023423167876899242, 0.0026538537349551916, 0.0029653909150511026, 0.0032769280951470137, 0.003588465042412281, 0.003900002222508192, 0.004211539402604103, 0.004523076582700014, 0.004834613297134638, 0.005146150477230549, 0.00545768765732646, 0.005769224837422371, 0.006080762017518282, 0.006392298731952906, 0.006703835912048817, 0.007015373092144728, 0.007326910272240639, 0.00763844745233655, 0.00794998463243246, 0.008261521346867085, 0.008573058992624283, 0.008884595707058907, 0.00919613242149353, 0.009507670067250729, 0.009819206781685352, 0.01013074442744255, 0.010442281141877174]}, "_runtime": 77.27547335624695, "_timestamp": 1596226343.7755682, "_step": 29} -{"gradients/layers.8.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, 1.0, 1.0, 1.0, 0.0, 2.0, 0.0, 0.0, 2.0, 1.0, 2.0, 0.0, 1.0, 2.0, 0.0, 2.0, 1.0, 3.0, 0.0, 4.0, 1.0, 0.0, 2.0, 0.0, 3.0, 6.0, 4.0, 2.0, 2.0, 2.0, 0.0, 1.0, 2.0, 0.0, 2.0, 1.0, 1.0, 2.0, 2.0, 1.0, 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": [-0.010322872549295425, -0.01001544576138258, -0.009708018973469734, -0.009400592185556889, -0.009093165397644043, -0.008785738609731197, -0.008478311821818352, -0.008170885033905506, -0.00786345824599266, -0.007556030992418528, -0.007248604204505682, -0.006941177416592836, -0.0066337501630187035, -0.006326323375105858, -0.006018896587193012, -0.005711469799280167, -0.005404043011367321, -0.005096616223454475, -0.00478918943554163, -0.004481762647628784, -0.004174335859715939, -0.0038669088389724493, -0.00355948181822896, -0.0032520550303161144, -0.002944628242403269, -0.002637201454490423, -0.0023297746665775776, -0.0020223476458340883, -0.0017149208579212427, -0.001407494070008397, -0.0011000671656802297, -0.0007926403195597231, -0.0004852134734392166, -0.0001777866273187101, 0.00012964021880179644, 0.00043706706492230296, 0.0007444939110428095, 0.001051920698955655, 0.0013593476032838225, 0.00166677450761199, 0.0019742012955248356, 0.002281628083437681, 0.002589054871350527, 0.002896481892094016, 0.0032039086800068617, 0.0035113354679197073, 0.0038187624886631966, 0.004126189276576042, 0.004433616064488888, 0.004741042852401733, 0.005048469640314579, 0.005355896428227425, 0.00566332321614027, 0.005970750469714403, 0.006278177257627249, 0.006585604045540094, 0.00689303083345294, 0.007200457621365786, 0.007507884409278631, 0.007815311662852764, 0.00812273845076561, 0.008430165238678455, 0.008737592026591301, 0.009045018814504147, 0.009352445602416992]}, "gradients/layers.8.weight": {"_type": "histogram", "values": [1.0, 1.0, 0.0, 2.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 2.0, 2.0, 4.0, 3.0, 8.0, 8.0, 8.0, 12.0, 25.0, 19.0, 37.0, 58.0, 74.0, 96.0, 115.0, 150.0, 182.0, 287.0, 428.0, 2100.0, 2736.0, 591.0, 287.0, 206.0, 139.0, 105.0, 58.0, 46.0, 43.0, 15.0, 17.0, 14.0, 13.0, 9.0, 8.0, 4.0, 3.0, 4.0, 1.0, 2.0, 2.0, 0.0, 0.0, 2.0, 1.0, 1.0, 1.0, 2.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.07154723256826401, -0.06923574954271317, -0.06692427396774292, -0.06461279094219208, -0.062301307916641235, -0.05998982861638069, -0.05767834931612015, -0.055366866290569305, -0.05305538699030876, -0.05074390769004822, -0.048432424664497375, -0.04612094536423683, -0.04380946606397629, -0.041497983038425446, -0.0391865037381649, -0.03687502071261406, -0.034563541412353516, -0.03225206211209297, -0.02994057908654213, -0.027629099786281586, -0.025317618623375893, -0.0230061374604702, -0.020694658160209656, -0.018383176997303963, -0.01607169583439827, -0.013760214671492577, -0.011448734439909458, -0.00913725420832634, -0.006825773045420647, -0.004514292348176241, -0.002202811650931835, 0.00010866904631257057, 0.0024201497435569763, 0.004731630440801382, 0.007043111138045788, 0.009354591369628906, 0.0116660725325346, 0.013977553695440292, 0.016289032995700836, 0.01860051415860653, 0.020911995321512222, 0.023223476484417915, 0.02553495764732361, 0.027846436947584152, 0.030157918110489845, 0.03246939927339554, 0.03478087857365608, 0.037092361599206924, 0.03940384089946747, 0.04171532019972801, 0.044026803225278854, 0.0463382825255394, 0.04864976555109024, 0.050961244851350784, 0.05327272415161133, 0.05558420717716217, 0.057895686477422714, 0.06020716577768326, 0.0625186488032341, 0.06483013182878494, 0.06714160740375519, 0.06945309042930603, 0.07176457345485687, 0.07407604902982712, 0.07638753205537796]}, "gradients/layers.5.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, 1.0, 0.0, 0.0, 0.0, 0.0, 2.0, 1.0, 1.0, 1.0, 2.0, 2.0, 3.0, 2.0, 3.0, 1.0, 3.0, 7.0, 8.0, 1.0, 4.0, 5.0, 5.0, 8.0, 5.0, 5.0, 9.0, 4.0, 7.0, 4.0, 4.0, 1.0, 3.0, 1.0, 1.0, 2.0, 2.0, 6.0, 0.0, 3.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 3.0, 1.0, 1.0], "bins": [-0.006784055847674608, -0.006591466721147299, -0.006398878060281277, -0.006206288933753967, -0.006013700272887945, -0.005821111146360636, -0.005628522485494614, -0.005435933358967304, -0.005243344232439995, -0.005050755571573973, -0.004858166445046663, -0.004665577784180641, -0.004472988657653332, -0.00428039999678731, -0.00408781087026, -0.0038952219765633345, -0.0037026330828666687, -0.003510044189170003, -0.003317455295473337, -0.0031248664017766714, -0.0029322775080800056, -0.0027396883815526962, -0.0025470994878560305, -0.0023545105941593647, -0.002161921700462699, -0.001969332806766033, -0.0017767439130693674, -0.0015841549029573798, -0.001391566009260714, -0.0011989771155640483, -0.0010063881054520607, -0.0008137992117553949, -0.0006212103180587292, -0.00042862139525823295, -0.00023603247245773673, -4.344354965724051e-05, 0.0001491453731432557, 0.00034173429594375193, 0.0005343232187442482, 0.0007269121706485748, 0.0009195010643452406, 0.0011120899580419064, 0.0013046788517385721, 0.0014972678618505597, 0.0016898567555472255, 0.0018824456492438912, 0.002075034659355879, 0.0022676235530525446, 0.0024602124467492104, 0.002652801340445876, 0.002845390234142542, 0.0030379791278392076, 0.0032305680215358734, 0.003423157148063183, 0.0036157460417598486, 0.0038083349354565144, 0.0040009235963225365, 0.004193512722849846, 0.004386101849377155, 0.004578690510243177, 0.004771279636770487, 0.004963868297636509, 0.005156457424163818, 0.0053490460850298405, 0.00554163521155715]}, "gradients/layers.5.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 2.0, 0.0, 1.0, 0.0, 0.0, 0.0, 3.0, 3.0, 3.0, 2.0, 7.0, 4.0, 14.0, 28.0, 34.0, 60.0, 104.0, 138.0, 276.0, 413.0, 701.0, 1145.0, 1768.0, 2698.0, 3454.0, 1753.0, 1119.0, 738.0, 494.0, 402.0, 260.0, 189.0, 152.0, 114.0, 93.0, 45.0, 36.0, 39.0, 33.0, 20.0, 12.0, 10.0, 2.0, 2.0, 2.0, 4.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 2.0, 0.0, 0.0, 1.0, 1.0], "bins": [-0.020423689857125282, -0.019774679094552994, -0.019125668331980705, -0.018476655706763268, -0.01782764494419098, -0.01717863418161869, -0.016529623419046402, -0.015880612656474113, -0.01523160096257925, -0.014582590200006962, -0.013933578506112099, -0.01328456774353981, -0.012635556980967522, -0.011986545287072659, -0.01133753452450037, -0.010688522830605507, -0.010039512068033218, -0.00939050130546093, -0.008741489611566067, -0.008092478848993778, -0.007443467620760202, -0.006794456392526627, -0.006145445629954338, -0.005496434401720762, -0.004847423173487186, -0.004198411945253611, -0.0035494009498506784, -0.0029003899544477463, -0.0022513787262141705, -0.0016023676143959165, -0.0009533565025776625, -0.0003043453907594085, 0.0003446657210588455, 0.0009936768328770995, 0.0016426879446953535, 0.0022916989400982857, 0.0029407101683318615, 0.0035897213965654373, 0.004238732159137726, 0.004887743387371302, 0.0055367546156048775, 0.006185765843838453, 0.006834777072072029, 0.007483787834644318, 0.008132798597216606, 0.00878181029111147, 0.009430821053683758, 0.010079832747578621, 0.01072884351015091, 0.011377854272723198, 0.012026865966618061, 0.01267587672919035, 0.013324888423085213, 0.013973899185657501, 0.01462290994822979, 0.015271921642124653, 0.015920933336019516, 0.016569944098591805, 0.017218954861164093, 0.01786796562373638, 0.01851697638630867, 0.01916598714888096, 0.019814999774098396, 0.020464010536670685, 0.021113021299242973]}, "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, 1.0, 1.0, 1.0, 0.0, 0.0, 2.0, 1.0, 1.0, 2.0, 3.0, 5.0, 1.0, 2.0, 2.0, 7.0, 2.0, 6.0, 0.0, 5.0, 4.0, 7.0, 5.0, 3.0, 7.0, 2.0, 9.0, 3.0, 2.0, 9.0, 4.0, 5.0, 7.0, 2.0, 5.0, 2.0, 1.0, 0.0, 0.0, 1.0, 1.0, 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, 2.0], "bins": [-0.008138177916407585, -0.007884503342211246, -0.0076308296993374825, -0.007377155590802431, -0.00712348148226738, -0.006869806908071041, -0.00661613279953599, -0.006362458691000938, -0.006108784582465887, -0.005855110473930836, -0.005601436365395784, -0.005347762256860733, -0.005094087682664394, -0.004840413574129343, -0.004586739465594292, -0.00433306535705924, -0.004079391248524189, -0.0038257171399891376, -0.0035720430314540863, -0.0033183686900883913, -0.00306469458155334, -0.0028110204730182886, -0.0025573461316525936, -0.0023036720231175423, -0.002049997914582491, -0.0017963238060474396, -0.0015426495810970664, -0.0012889753561466932, -0.0010353012476116419, -0.0007816270808689296, -0.0005279529141262174, -0.0002742787473835051, -2.0604580640792847e-05, 0.0002330695861019194, 0.00048674375284463167, 0.0007404179195873439, 0.0009940920863300562, 0.0012477661948651075, 0.0015014404198154807, 0.0017551146447658539, 0.0020087887533009052, 0.0022624628618359566, 0.002516136970371008, 0.002769811311736703, 0.0030234854202717543, 0.0032771595288068056, 0.0035308338701725006, 0.003784507978707552, 0.004038182087242603, 0.004291856195777655, 0.004545530304312706, 0.004799204412847757, 0.005052878521382809, 0.005306553095579147, 0.005560227204114199, 0.00581390131264925, 0.006067575421184301, 0.006321249529719353, 0.006574923638254404, 0.006828597746789455, 0.007082272320985794, 0.007335946429520845, 0.007589620538055897, 0.00784329418092966, 0.008096968755126]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 1.0, 0.0, 5.0, 5.0, 9.0, 6.0, 7.0, 18.0, 21.0, 44.0, 55.0, 99.0, 153.0, 257.0, 384.0, 599.0, 1041.0, 1544.0, 2791.0, 3595.0, 2123.0, 1406.0, 858.0, 490.0, 309.0, 194.0, 126.0, 73.0, 53.0, 34.0, 30.0, 14.0, 13.0, 6.0, 5.0, 3.0, 2.0, 1.0, 2.0, 1.0, 2.0, 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], "bins": [-0.03880909085273743, -0.037392325699329376, -0.035975560545921326, -0.034558795392513275, -0.033142030239105225, -0.031725265085697174, -0.030308499932289124, -0.028891734778881073, -0.027474969625473022, -0.02605820633471012, -0.02464144118130207, -0.02322467602789402, -0.02180791087448597, -0.02039114572107792, -0.01897438056766987, -0.017557615414261818, -0.016140850260853767, -0.014724085107445717, -0.013307319954037666, -0.011890554800629616, -0.010473789647221565, -0.00905702542513609, -0.007640260271728039, -0.006223495118319988, -0.004806729964911938, -0.003389964811503887, -0.0019731998909264803, -0.0005564348539337516, 0.0008603301830589771, 0.0022770953364670277, 0.0036938602570444345, 0.005110625177621841, 0.006527390331029892, 0.007944155484437943, 0.009360920637845993, 0.010777685791254044, 0.012194450944662094, 0.01361121516674757, 0.01502798032015562, 0.016444746404886246, 0.017861511558294296, 0.019278274849057198, 0.020695040002465248, 0.0221118051558733, 0.02352857030928135, 0.0249453354626894, 0.02636210061609745, 0.0277788657695055, 0.02919563092291355, 0.030612396076321602, 0.0320291593670845, 0.033445924520492554, 0.034862689673900604, 0.036279454827308655, 0.037696219980716705, 0.039112985134124756, 0.040529750287532806, 0.04194651544094086, 0.04336328059434891, 0.04478004574775696, 0.04619681090116501, 0.04761357605457306, 0.04903034120798111, 0.05044710636138916, 0.05186387151479721]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 2.0, 0.0, 0.0, 2.0, 2.0, 1.0, 0.0, 4.0, 1.0, 1.0, 1.0, 5.0, 1.0, 1.0, 3.0, 2.0, 5.0, 3.0, 3.0, 2.0, 5.0, 7.0, 2.0, 2.0, 12.0, 2.0, 2.0, 4.0, 1.0, 6.0, 4.0, 4.0, 5.0, 0.0, 3.0, 3.0, 2.0, 1.0, 3.0, 1.0, 1.0, 0.0, 1.0, 1.0, 0.0, 2.0, 2.0, 2.0, 2.0, 2.0, 0.0, 1.0, 0.0, 4.0], "bins": [-0.010352506302297115, -0.010064108297228813, -0.009775711223483086, -0.009487314149737358, -0.009198916144669056, -0.008910518139600754, -0.008622121065855026, -0.008333723992109299, -0.008045325987040997, -0.007756928447633982, -0.007468530908226967, -0.007180133368819952, -0.006891735829412937, -0.006603338290005922, -0.0063149407505989075, -0.006026543211191893, -0.005738145671784878, -0.005449748132377863, -0.005161350592970848, -0.004872953053563833, -0.004584555514156818, -0.0042961579747498035, -0.004007760435342789, -0.003719362895935774, -0.003430965356528759, -0.003142567817121744, -0.0028541702777147293, -0.0025657727383077145, -0.0022773751989006996, -0.0019889776594936848, -0.00170058012008667, -0.001412182580679655, -0.0011237850412726402, -0.0008353875018656254, -0.0005469899624586105, -0.0002585924230515957, 2.980511635541916e-05, 0.000318202655762434, 0.0006066001951694489, 0.0008949977345764637, 0.0011833952739834785, 0.0014717928133904934, 0.0017601903527975082, 0.002048587892204523, 0.002336985431611538, 0.0026253829710185528, 0.0029137805104255676, 0.0032021780498325825, 0.0034905755892395973, 0.003778973128646612, 0.004067370668053627, 0.004355768207460642, 0.004644165746867657, 0.0049325632862746716, 0.005220960825681686, 0.005509358365088701, 0.005797755904495716, 0.006086153443902731, 0.006374550983309746, 0.006662948522716761, 0.0069513460621237755, 0.00723974360153079, 0.007528141140937805, 0.007816538214683533, 0.008104936219751835]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [2.0, 1.0, 0.0, 1.0, 3.0, 1.0, 6.0, 4.0, 8.0, 16.0, 21.0, 14.0, 31.0, 47.0, 80.0, 106.0, 141.0, 187.0, 235.0, 277.0, 399.0, 536.0, 617.0, 854.0, 1029.0, 1301.0, 1661.0, 2037.0, 2432.0, 2921.0, 3639.0, 4926.0, 6760.0, 41040.0, 6908.0, 4761.0, 3632.0, 2774.0, 2317.0, 1808.0, 1524.0, 1085.0, 852.0, 688.0, 576.0, 395.0, 334.0, 283.0, 252.0, 209.0, 149.0, 135.0, 105.0, 66.0, 67.0, 40.0, 23.0, 14.0, 11.0, 2.0, 3.0, 3.0, 2.0, 1.0], "bins": [-0.010138297453522682, -0.00983588956296444, -0.009533482603728771, -0.009231074713170528, -0.00892866775393486, -0.008626259863376617, -0.008323851972818375, -0.008021445013582706, -0.007719037123024464, -0.007416629698127508, -0.007114222273230553, -0.00681181438267231, -0.006509406957775354, -0.006206999532878399, -0.005904591642320156, -0.005602184217423201, -0.005299776792526245, -0.00499736936762929, -0.004694961942732334, -0.004392554052174091, -0.004090146627277136, -0.0037877392023801804, -0.003485331544652581, -0.003182923886924982, -0.0028805164620280266, -0.002578109037131071, -0.002275701379403472, -0.001973293721675873, -0.0016708862967789173, -0.00136847875546664, -0.0010660712141543627, -0.0007636636728420854, -0.00046125613152980804, -0.00015884859021753073, 0.0001435589510947466, 0.0004459664924070239, 0.0007483740337193012, 0.0010507815750315785, 0.0013531891163438559, 0.0016555966576561332, 0.0019580041989684105, 0.002260411623865366, 0.002562819281592965, 0.0028652269393205643, 0.0031676343642175198, 0.0034700417891144753, 0.0037724494468420744, 0.0040748571045696735, 0.004377264529466629, 0.0046796719543635845, 0.00498207937926054, 0.005284487269818783, 0.005586894694715738, 0.005889302119612694, 0.006191710010170937, 0.006494117435067892, 0.0067965248599648476, 0.007098932284861803, 0.0074013397097587585, 0.007703747600317001, 0.008006155490875244, 0.008308562450110912, 0.008610970340669155, 0.008913377299904823, 0.009215785190463066]}, "_runtime": 82.81366515159607, "_timestamp": 1596226349.31376, "_step": 30} -{"val_accuracy": 0.7877568493150685, "val_loss": 0.5680110431425104, "_runtime": 84.63451385498047, "_timestamp": 1596226351.1346087, "_step": 31} -{"examples": {"width": 28, "height": 28, "format": "png", "count": 4, "_type": "images", "captions": ["Prediction: V Confidence: 0.313 Truth: v", "Prediction: 5 Confidence: 1.000 Truth: 5", "Prediction: 2 Confidence: 0.997 Truth: 2", "Prediction: 0 Confidence: 0.651 Truth: 0"]}, "_runtime": 84.92508888244629, "_timestamp": 1596226351.4251838, "_step": 32} -{"gradients/layers.8.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, 1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 2.0, 2.0, 2.0, 0.0, 2.0, 2.0, 3.0, 4.0, 1.0, 2.0, 3.0, 1.0, 1.0, 1.0, 2.0, 2.0, 1.0, 4.0, 2.0, 4.0, 0.0, 3.0, 1.0, 0.0, 1.0, 3.0, 0.0, 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, 1.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.011735309846699238, -0.01136788073927164, -0.011000452563166618, -0.010633023455739021, -0.010265595279633999, -0.009898166172206402, -0.00953073799610138, -0.009163308888673782, -0.008795879781246185, -0.008428451605141163, -0.008061022497713566, -0.007693594321608543, -0.007326165214180946, -0.006958736572414637, -0.006591307930648327, -0.006223879288882017, -0.005856450647115707, -0.005489022005349398, -0.005121593363583088, -0.004754164721816778, -0.0043867360800504684, -0.004019306972622871, -0.0036518783308565617, -0.003284449689090252, -0.002917021047323942, -0.0025495924055576324, -0.0021821637637913227, -0.0018147348891943693, -0.0014473062474280596, -0.0010798776056617498, -0.0007124488474801183, -0.0003450201475061476, 2.240855246782303e-05, 0.0003898372524417937, 0.0007572659524157643, 0.001124694710597396, 0.0014921233523637056, 0.0018595519941300154, 0.0022269808687269688, 0.0025944095104932785, 0.0029618381522595882, 0.003329266794025898, 0.0036966954357922077, 0.0040641240775585175, 0.0044315531849861145, 0.004798981826752424, 0.005166410468518734, 0.005533839110285044, 0.0059012677520513535, 0.006268696393817663, 0.006636125035583973, 0.007003553677350283, 0.007370982319116592, 0.0077384114265441895, 0.008105839602649212, 0.008473268710076809, 0.008840696886181831, 0.009208125993609428, 0.009575555101037025, 0.009942983277142048, 0.010310412384569645, 0.010677840560674667, 0.011045269668102264, 0.011412697844207287, 0.011780126951634884]}, "gradients/layers.8.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 2.0, 1.0, 0.0, 2.0, 1.0, 1.0, 0.0, 2.0, 1.0, 5.0, 3.0, 2.0, 4.0, 6.0, 13.0, 17.0, 23.0, 29.0, 39.0, 33.0, 67.0, 72.0, 94.0, 142.0, 223.0, 346.0, 556.0, 4024.0, 1040.0, 414.0, 208.0, 154.0, 99.0, 78.0, 52.0, 42.0, 31.0, 30.0, 17.0, 10.0, 13.0, 8.0, 7.0, 5.0, 4.0, 2.0, 5.0, 2.0, 2.0, 1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.0814344584941864, -0.0787765383720398, -0.07611861824989319, -0.07346069067716599, -0.07080277055501938, -0.06814485043287277, -0.06548692286014557, -0.06282900273799896, -0.060171082615852356, -0.05751316249370575, -0.054855238646268845, -0.05219731479883194, -0.04953939467668533, -0.04688147455453873, -0.04422355070710182, -0.04156562685966492, -0.03890770673751831, -0.036249786615371704, -0.0335918627679348, -0.030933940783143044, -0.028276018798351288, -0.025618096813559532, -0.022960174828767776, -0.02030225284397602, -0.017644330859184265, -0.01498640887439251, -0.012328486889600754, -0.009670564904808998, -0.007012642920017242, -0.004354720935225487, -0.001696798950433731, 0.0009611230343580246, 0.0036190450191497803, 0.006276967003941536, 0.008934888988733292, 0.011592810973525047, 0.014250732958316803, 0.01690865494310856, 0.019566576927900314, 0.02222449891269207, 0.024882420897483826, 0.02754034288227558, 0.030198264867067337, 0.03285618871450424, 0.03551410883665085, 0.038172028958797455, 0.04082995280623436, 0.043487876653671265, 0.04614579677581787, 0.04880371689796448, 0.05146164074540138, 0.05411956459283829, 0.056777484714984894, 0.0594354048371315, 0.062093328684568405, 0.06475125253200531, 0.06740917265415192, 0.07006709277629852, 0.07272501289844513, 0.07538294047117233, 0.07804086059331894, 0.08069878071546555, 0.08335670828819275, 0.08601462841033936, 0.08867254853248596]}, "gradients/layers.5.bias": {"_type": "histogram", "values": [2.0, 2.0, 1.0, 0.0, 2.0, 1.0, 2.0, 2.0, 2.0, 1.0, 0.0, 1.0, 2.0, 1.0, 1.0, 5.0, 2.0, 3.0, 5.0, 3.0, 4.0, 3.0, 7.0, 4.0, 5.0, 7.0, 6.0, 4.0, 6.0, 7.0, 5.0, 7.0, 4.0, 2.0, 2.0, 2.0, 1.0, 0.0, 2.0, 1.0, 1.0, 2.0, 1.0, 1.0, 0.0, 0.0, 1.0, 2.0, 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": [-0.003942371346056461, -0.0037876248825341463, -0.0036328784190118313, -0.0034781319554895163, -0.0033233854919672012, -0.003168639028444886, -0.003013892564922571, -0.002859146101400256, -0.002704399637877941, -0.0025496529415249825, -0.0023949064780026674, -0.0022401600144803524, -0.0020854135509580374, -0.0019306670874357224, -0.0017759206239134073, -0.0016211741603910923, -0.0014664276968687773, -0.0013116812333464622, -0.0011569347698241472, -0.0010021883063018322, -0.0008474417845718563, -0.0006926953210495412, -0.0005379487993195653, -0.00038320233579725027, -0.00022845587227493525, -7.370939420070499e-05, 8.103708387352526e-05, 0.00023578356194775552, 0.00039053004002198577, 0.0005452765035443008, 0.0007000230252742767, 0.0008547694887965918, 0.0010095159523189068, 0.0011642624158412218, 0.0013190088793635368, 0.0014737553428858519, 0.0016285018064081669, 0.0017832483863458037, 0.0019379948498681188, 0.002092741196975112, 0.002247487660497427, 0.0024022343568503857, 0.0025569808203727007, 0.0027117272838950157, 0.0028664737474173307, 0.0030212202109396458, 0.003175966674461961, 0.003330713137984276, 0.003485459601506591, 0.003640206065028906, 0.003794952528551221, 0.003949698992073536, 0.004104445688426495, 0.004259191919118166, 0.004413938615471125, 0.004568684846162796, 0.004723431542515755, 0.004878177773207426, 0.005032924469560385, 0.005187670700252056, 0.005342417396605015, 0.005497163627296686, 0.005651910323649645, 0.005806656554341316, 0.005961403250694275]}, "gradients/layers.5.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 4.0, 1.0, 5.0, 6.0, 12.0, 13.0, 16.0, 31.0, 46.0, 47.0, 70.0, 111.0, 117.0, 239.0, 332.0, 455.0, 786.0, 1132.0, 1664.0, 2526.0, 3192.0, 1728.0, 1130.0, 748.0, 537.0, 394.0, 308.0, 189.0, 124.0, 91.0, 80.0, 60.0, 47.0, 29.0, 19.0, 19.0, 20.0, 12.0, 12.0, 3.0, 5.0, 8.0, 4.0, 2.0, 5.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.016057362779974937, -0.015545393340289593, -0.015033422969281673, -0.014521453529596329, -0.01400948315858841, -0.013497513718903065, -0.01298554427921772, -0.0124735739082098, -0.011961604468524456, -0.011449635028839111, -0.010937664657831192, -0.010425695218145847, -0.009913725778460503, -0.009401755407452583, -0.008889785967767239, -0.00837781559675932, -0.007865846157073975, -0.007353876251727343, -0.006841906346380711, -0.006329936906695366, -0.005817967001348734, -0.005305997096002102, -0.004794027656316757, -0.004282057750970125, -0.003770087845623493, -0.003258117940276861, -0.002746148267760873, -0.0022341785952448845, -0.0017222086898982525, -0.0012102389009669423, -0.0006982691120356321, -0.00018629932310432196, 0.0003256704658269882, 0.0008376402547582984, 0.0013496100436896086, 0.0018615798326209188, 0.002373549621552229, 0.002885519526898861, 0.0033974891994148493, 0.003909458871930838, 0.00442142877727747, 0.004933398682624102, 0.005445368587970734, 0.005957338027656078, 0.00646930793300271, 0.006981277838349342, 0.007493247278034687, 0.008005217649042606, 0.008517187088727951, 0.009029156528413296, 0.009541126899421215, 0.01005309633910656, 0.010565066710114479, 0.011077036149799824, 0.011589005589485168, 0.012100975960493088, 0.012612945400178432, 0.013124914839863777, 0.013636885210871696, 0.014148854650557041, 0.014660824090242386, 0.015172794461250305, 0.015684764832258224, 0.016196733340620995, 0.016708703711628914]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 2.0, 1.0, 0.0, 1.0, 2.0, 3.0, 2.0, 1.0, 2.0, 4.0, 2.0, 10.0, 4.0, 7.0, 5.0, 4.0, 5.0, 5.0, 1.0, 6.0, 2.0, 6.0, 4.0, 4.0, 5.0, 4.0, 2.0, 1.0, 2.0, 5.0, 3.0, 1.0, 2.0, 0.0, 0.0, 0.0, 2.0, 2.0, 1.0, 1.0, 1.0, 1.0, 2.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0], "bins": [-0.007207239978015423, -0.006995947100222111, -0.006784654688090086, -0.006573361810296774, -0.006362068932503462, -0.006150776520371437, -0.005939483642578125, -0.005728190764784813, -0.005516897886991501, -0.005305605474859476, -0.005094312597066164, -0.004883019719272852, -0.004671727307140827, -0.004460434429347515, -0.004249141551554203, -0.004037849139422178, -0.003826556261628866, -0.0036152636166661978, -0.0034039707388728857, -0.0031926780939102173, -0.002981385216116905, -0.002770092571154237, -0.0025587999261915684, -0.0023475070483982563, -0.002136214403435588, -0.0019249216420575976, -0.0017136288806796074, -0.001502336235716939, -0.0012910434743389487, -0.0010797507129609585, -0.0008684580097906291, -0.0006571653066202998, -0.00044587254524230957, -0.00023457981296814978, -2.3287080693989992e-05, 0.0001880056515801698, 0.0003992983838543296, 0.0006105911452323198, 0.0008218838484026492, 0.0010331765515729785, 0.0012444693129509687, 0.001455762074328959, 0.0016670548357069492, 0.0018783474806696177, 0.002089640125632286, 0.002300933003425598, 0.0025122256483882666, 0.0027235185261815786, 0.002934811171144247, 0.0031461038161069155, 0.0033573966939002275, 0.003568689338862896, 0.003779982216656208, 0.003991274628788233, 0.004202567506581545, 0.004413860384374857, 0.004625152796506882, 0.004836445674300194, 0.005047738552093506, 0.005259031429886818, 0.005470323842018843, 0.005681616719812155, 0.005892909597605467, 0.006104202009737492, 0.006315494887530804]}, "gradients/layers.2.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, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 3.0, 2.0, 1.0, 2.0, 6.0, 5.0, 3.0, 9.0, 9.0, 29.0, 49.0, 64.0, 107.0, 213.0, 362.0, 693.0, 1278.0, 2242.0, 4161.0, 3046.0, 1875.0, 1008.0, 551.0, 293.0, 154.0, 99.0, 55.0, 27.0, 13.0, 5.0, 5.0, 3.0, 5.0, 2.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0], "bins": [-0.05636461079120636, -0.05483567342162132, -0.053306739777326584, -0.05177780240774155, -0.05024886503815651, -0.04871992766857147, -0.04719099402427673, -0.045662056654691696, -0.04413311928510666, -0.04260418564081192, -0.04107524827122688, -0.039546310901641846, -0.03801737353205681, -0.03648843988776207, -0.03495950251817703, -0.033430565148591995, -0.03190162777900696, -0.03037269413471222, -0.028843756765127182, -0.027314821258187294, -0.025785883888602257, -0.02425694838166237, -0.02272801101207733, -0.021199075505137444, -0.019670139998197556, -0.01814120262861252, -0.01661226712167263, -0.015083329752087593, -0.013554394245147705, -0.012025457806885242, -0.01049652136862278, -0.008967584930360317, -0.007438648492097855, -0.005909712053835392, -0.004380775615572929, -0.002851839642971754, -0.0013229032047092915, 0.00020603311713784933, 0.0017349694389849901, 0.003263905644416809, 0.004792842082679272, 0.006321778520941734, 0.007850714959204197, 0.00937965139746666, 0.010908586904406548, 0.01243752334266901, 0.013966459780931473, 0.015495396219193935, 0.017024332657456398, 0.018553268164396286, 0.020082205533981323, 0.02161114104092121, 0.02314007841050625, 0.024669013917446136, 0.026197951287031174, 0.02772688679397106, 0.02925582230091095, 0.030784759670495987, 0.032313697040081024, 0.03384263068437576, 0.0353715680539608, 0.03690050542354584, 0.038429442793130875, 0.03995837643742561, 0.04148731380701065]}, "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, 3.0, 1.0, 2.0, 3.0, 0.0, 3.0, 2.0, 5.0, 5.0, 2.0, 6.0, 5.0, 3.0, 5.0, 5.0, 11.0, 7.0, 5.0, 6.0, 6.0, 6.0, 5.0, 1.0, 6.0, 3.0, 3.0, 5.0, 2.0, 4.0, 1.0, 2.0, 1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.01886051520705223, -0.018406614661216736, -0.01795271225273609, -0.017498811706900597, -0.0170449111610651, -0.016591008752584457, -0.016137108206748962, -0.015683207660913467, -0.015229306183755398, -0.014775404706597328, -0.014321504160761833, -0.013867602683603764, -0.013413701206445694, -0.012959800660610199, -0.01250589918345213, -0.012051998637616634, -0.011598097160458565, -0.011144195683300495, -0.010690295137465, -0.01023639366030693, -0.009782493114471436, -0.009328591637313366, -0.008874690160155296, -0.008420789614319801, -0.007966888137161732, -0.007512987125664949, -0.007059086114168167, -0.0066051846370100975, -0.006151283625513315, -0.005697382614016533, -0.005243481136858463, -0.004789580125361681, -0.004335679113864899, -0.0038817781023681164, -0.0034278768580406904, -0.0029739756137132645, -0.002520074602216482, -0.0020661735907197, -0.001612272346392274, -0.0011583712184801698, -0.0007044700905680656, -0.0002505689626559615, 0.00020333216525614262, 0.0006572332931682467, 0.0011111344210803509, 0.001565035548992455, 0.002018936676904559, 0.002472837921231985, 0.0029267389327287674, 0.0033806399442255497, 0.0038345411885529757, 0.004288442432880402, 0.004742343444377184, 0.005196244455873966, 0.005650145933032036, 0.006104046944528818, 0.0065579479560256, 0.007011848967522383, 0.007465749979019165, 0.007919651456177235, 0.008373552933335304, 0.0088274534791708, 0.009281354956328869, 0.009735255502164364, 0.010189156979322433]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [1.0, 2.0, 0.0, 6.0, 2.0, 5.0, 4.0, 5.0, 5.0, 5.0, 7.0, 8.0, 6.0, 8.0, 10.0, 10.0, 10.0, 7.0, 9.0, 24.0, 30.0, 43.0, 72.0, 93.0, 119.0, 187.0, 259.0, 336.0, 441.0, 642.0, 845.0, 1150.0, 1550.0, 2098.0, 2738.0, 3639.0, 5047.0, 7805.0, 44701.0, 8665.0, 5638.0, 3798.0, 2746.0, 2136.0, 1522.0, 1109.0, 853.0, 582.0, 454.0, 298.0, 233.0, 144.0, 85.0, 61.0, 36.0, 11.0, 18.0, 14.0, 8.0, 3.0, 5.0, 2.0, 1.0, 1.0], "bins": [-0.014338796958327293, -0.013967123813927174, -0.01359544973820448, -0.01322377659380436, -0.012852102518081665, -0.012480429373681545, -0.012108756229281425, -0.011737082153558731, -0.011365409009158611, -0.010993735864758492, -0.010622061789035797, -0.010250388644635677, -0.009878715500235558, -0.009507041424512863, -0.009135368280112743, -0.008763694204390049, -0.00839202105998993, -0.00802034791558981, -0.007648673839867115, -0.007277000695466995, -0.006905327085405588, -0.006533653475344181, -0.006161980330944061, -0.005790306720882654, -0.005418633110821247, -0.00504695950075984, -0.004675285890698433, -0.004303612746298313, -0.003931939136236906, -0.003560265526175499, -0.0031885921489447355, -0.002816918771713972, -0.002445245161652565, -0.002073571551591158, -0.0017018981743603945, -0.0013302246807143092, -0.000958551187068224, -0.0005868776934221387, -0.00021520419977605343, 0.00015646929387003183, 0.0005281427875161171, 0.0008998162811622024, 0.0012714897748082876, 0.0016431632684543729, 0.002014836762100458, 0.0023865103721618652, 0.0027581837493926287, 0.003129857126623392, 0.003501530736684799, 0.0038732043467462063, 0.004244877956807613, 0.004616551101207733, 0.00498822471126914, 0.005359898321330547, 0.005731571465730667, 0.006103245075792074, 0.006474918685853481, 0.006846592295914888, 0.0072182659059762955, 0.007589939050376415, 0.007961612194776535, 0.00833328627049923, 0.00870495941489935, 0.009076633490622044, 0.009448306635022163]}, "_runtime": 89.79655480384827, "_timestamp": 1596226356.2966497, "_step": 33} -{"val_accuracy": 0.7910345319634703, "val_loss": 0.5571840405464172, "_runtime": 93.24045991897583, "_timestamp": 1596226359.7405548, "_step": 34} -{"examples": {"width": 28, "height": 28, "format": "png", "count": 4, "_type": "images", "captions": ["Prediction: X Confidence: 0.353 Truth: v", "Prediction: 5 Confidence: 1.000 Truth: 5", "Prediction: 2 Confidence: 0.996 Truth: 2", "Prediction: 0 Confidence: 0.620 Truth: 0"]}, "_runtime": 93.50476098060608, "_timestamp": 1596226360.0048559, "_step": 35} -{"gradients/layers.8.bias": {"_type": "histogram", "values": [3.0, 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, 0.0, 3.0, 0.0, 2.0, 1.0, 0.0, 0.0, 1.0, 2.0, 0.0, 0.0, 1.0, 2.0, 3.0, 0.0, 3.0, 1.0, 6.0, 3.0, 1.0, 3.0, 3.0, 1.0, 3.0, 2.0, 2.0, 1.0, 3.0, 0.0, 1.0, 0.0, 1.0, 2.0, 0.0, 4.0, 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], "bins": [-0.010929961688816547, -0.010584102012217045, -0.010238242335617542, -0.00989238265901804, -0.009546522051095963, -0.00920066237449646, -0.008854802697896957, -0.008508943021297455, -0.008163083344697952, -0.00781722366809845, -0.007471363991498947, -0.007125503849238157, -0.006779644172638655, -0.006433784496039152, -0.006087924353778362, -0.00574206467717886, -0.005396205000579357, -0.005050345323979855, -0.004704485647380352, -0.004358625505119562, -0.00401276582852006, -0.003666906151920557, -0.003321046242490411, -0.0029751863330602646, -0.002629326656460762, -0.0022834669798612595, -0.0019376070704311132, -0.0015917472774162889, -0.0012458874844014645, -0.0009000276913866401, -0.0005541678983718157, -0.0002083081053569913, 0.0001375516876578331, 0.0004834114806726575, 0.0008292712736874819, 0.0011751310667023063, 0.0015209908597171307, 0.001866850652731955, 0.0022127104457467794, 0.0025585703551769257, 0.0029044300317764282, 0.003250289708375931, 0.003596149617806077, 0.003942009527236223, 0.004287869203835726, 0.004633728880435228, 0.004979589022696018, 0.005325448699295521, 0.005671308375895023, 0.006017168052494526, 0.0063630277290940285, 0.006708887871354818, 0.007054747547954321, 0.0074006072245538235, 0.007746467366814613, 0.008092327043414116, 0.008438186720013618, 0.008784046396613121, 0.009129906073212624, 0.009475765749812126, 0.009821625426411629, 0.010167486034333706, 0.010513345710933208, 0.010859205387532711, 0.011205065064132214]}, "gradients/layers.8.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 2.0, 3.0, 2.0, 4.0, 2.0, 2.0, 2.0, 5.0, 5.0, 7.0, 8.0, 6.0, 16.0, 20.0, 26.0, 23.0, 30.0, 30.0, 48.0, 52.0, 74.0, 103.0, 137.0, 186.0, 293.0, 432.0, 2168.0, 2687.0, 544.0, 322.0, 177.0, 100.0, 87.0, 68.0, 60.0, 39.0, 34.0, 32.0, 18.0, 15.0, 9.0, 10.0, 10.0, 9.0, 3.0, 7.0, 3.0, 3.0, 1.0, 3.0, 0.0, 1.0, 1.0, 3.0, 0.0, 1.0], "bins": [-0.07071133702993393, -0.06868860870599747, -0.066665880382061, -0.06464315205812454, -0.06262043118476868, -0.060597699135541916, -0.05857497453689575, -0.05655224621295929, -0.05452951788902283, -0.052506789565086365, -0.0504840612411499, -0.04846133664250374, -0.046438608318567276, -0.044415879994630814, -0.04239315539598465, -0.04037042707204819, -0.038347698748111725, -0.03632497042417526, -0.0343022421002388, -0.032279517501592636, -0.030256789177656174, -0.02823406085371971, -0.026211334392428398, -0.024188607931137085, -0.022165879607200623, -0.02014315128326416, -0.018120424821972847, -0.016097698360681534, -0.014074970036745071, -0.012052242644131184, -0.010029515251517296, -0.008006787858903408, -0.00598406046628952, -0.0039613330736756325, -0.0019386056810617447, 8.41217115521431e-05, 0.002106849104166031, 0.004129576496779919, 0.0061523038893938065, 0.008175031282007694, 0.010197758674621582, 0.01222048606723547, 0.014243213459849358, 0.01626593992114067, 0.018288668245077133, 0.020311396569013596, 0.02233412303030491, 0.024356849491596222, 0.026379577815532684, 0.028402306139469147, 0.03042503260076046, 0.03244775906205177, 0.034470487385988235, 0.0364932157099247, 0.03851594030857086, 0.040538668632507324, 0.04256139695644379, 0.04458412528038025, 0.04660685360431671, 0.048629578202962875, 0.05065230652689934, 0.0526750348508358, 0.054697759449481964, 0.056720487773418427, 0.05874321609735489]}, "gradients/layers.5.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 2.0, 0.0, 0.0, 4.0, 4.0, 6.0, 2.0, 6.0, 3.0, 9.0, 8.0, 7.0, 3.0, 4.0, 6.0, 4.0, 6.0, 4.0, 7.0, 4.0, 7.0, 5.0, 5.0, 1.0, 0.0, 3.0, 1.0, 0.0, 1.0, 1.0, 1.0, 3.0, 2.0, 0.0, 1.0, 2.0, 0.0, 0.0, 0.0, 1.0, 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, 1.0], "bins": [-0.004954802803695202, -0.00474886829033494, -0.004542933776974678, -0.004336999263614416, -0.004131064750254154, -0.003925130236893892, -0.003719195956364274, -0.003513261443004012, -0.00330732692964375, -0.0031013924162834883, -0.0028954579029232264, -0.0026895233895629644, -0.002483589109033346, -0.0022776545956730843, -0.0020717200823128223, -0.0018657855689525604, -0.0016598510555922985, -0.0014539165422320366, -0.0012479820288717747, -0.0010420476319268346, -0.0008361131185665727, -0.0006301786052063107, -0.00042424415005370975, -0.00021830966579727829, -1.2375181540846825e-05, 0.00019355930271558464, 0.0003994937869720161, 0.0006054282421246171, 0.000811362755484879, 0.001017297268845141, 0.001223231665790081, 0.001429166179150343, 0.0016351006925106049, 0.0018410352058708668, 0.0020469697192311287, 0.0022529042325913906, 0.0024588387459516525, 0.002664773026481271, 0.0028707075398415327, 0.0030766420532017946, 0.0032825765665620565, 0.0034885110799223185, 0.0036944455932825804, 0.0039003801066428423, 0.0041063143871724606, 0.0043122489005327225, 0.004518183413892984, 0.004724117927253246, 0.004930052440613508, 0.00513598695397377, 0.005341921467334032, 0.005547855980694294, 0.005753790494054556, 0.005959725007414818, 0.00616565952077508, 0.006371594034135342, 0.006577528081834316, 0.006783462595194578, 0.00698939710855484, 0.007195331621915102, 0.007401266135275364, 0.007607200648635626, 0.007813135161995888, 0.008019070141017437, 0.008225004188716412]}, "gradients/layers.5.weight": {"_type": "histogram", "values": [2.0, 0.0, 2.0, 2.0, 5.0, 13.0, 13.0, 20.0, 25.0, 45.0, 78.0, 116.0, 216.0, 306.0, 526.0, 787.0, 1332.0, 2059.0, 3119.0, 3193.0, 1520.0, 941.0, 545.0, 439.0, 308.0, 204.0, 149.0, 112.0, 77.0, 43.0, 39.0, 31.0, 24.0, 23.0, 21.0, 9.0, 6.0, 4.0, 5.0, 3.0, 3.0, 3.0, 0.0, 5.0, 3.0, 1.0, 0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.010796023532748222, -0.010233454406261444, -0.00967088621109724, -0.009108318015933037, -0.008545748889446259, -0.00798317976295948, -0.007420611567795277, -0.006858042906969786, -0.006295474246144295, -0.005732905585318804, -0.005170336924493313, -0.004607768263667822, -0.004045199602842331, -0.00348263094201684, -0.002920062281191349, -0.002357493620365858, -0.0017949249595403671, -0.0012323562987148762, -0.0006697876378893852, -0.00010721897706389427, 0.0004553496837615967, 0.0010179183445870876, 0.0015804870054125786, 0.0021430556662380695, 0.0027056243270635605, 0.0032681929878890514, 0.0038307616487145424, 0.004393330309540033, 0.004955898970365524, 0.005518467631191015, 0.006081036292016506, 0.006643604952841997, 0.007206173613667488, 0.007768742274492979, 0.00833131093531847, 0.008893879130482674, 0.009456448256969452, 0.01001901738345623, 0.010581585578620434, 0.011144153773784637, 0.011706722900271416, 0.012269292026758194, 0.012831860221922398, 0.013394428417086601, 0.01395699754357338, 0.014519566670060158, 0.015082134865224361, 0.015644703060388565, 0.016207272186875343, 0.01676984131336212, 0.01733240857720375, 0.01789497770369053, 0.018457546830177307, 0.019020115956664085, 0.019582685083150864, 0.020145252346992493, 0.02070782147347927, 0.02127039059996605, 0.021832957863807678, 0.022395526990294456, 0.022958096116781235, 0.023520665243268013, 0.02408323436975479, 0.02464580163359642, 0.0252083707600832]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 2.0, 0.0, 2.0, 1.0, 1.0, 3.0, 5.0, 5.0, 2.0, 3.0, 4.0, 3.0, 6.0, 5.0, 3.0, 5.0, 6.0, 5.0, 4.0, 6.0, 5.0, 4.0, 4.0, 2.0, 6.0, 4.0, 2.0, 2.0, 2.0, 3.0, 2.0, 2.0, 2.0, 2.0, 2.0, 1.0, 2.0, 1.0, 0.0, 1.0, 2.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.006172234192490578, -0.0059332833625376225, -0.005694332532584667, -0.005455382168292999, -0.005216431338340044, -0.004977480508387089, -0.0047385296784341335, -0.004499578848481178, -0.00426062848418951, -0.004021677654236555, -0.0037827268242836, -0.0035437759943306446, -0.0033048251643776894, -0.0030658745672553778, -0.0028269237373024225, -0.002587973140180111, -0.0023490223102271557, -0.0021100714802742004, -0.0018711208831518888, -0.0016321700531989336, -0.0013932193396613002, -0.0011542686261236668, -0.0009153178543783724, -0.0006763670826330781, -0.0004374163690954447, -0.0001984656264539808, 4.048511618748307e-05, 0.00027943585882894695, 0.0005183866014704108, 0.0007573373150080442, 0.0009962881449609995, 0.001235238858498633, 0.0014741895720362663, 0.0017131402855738997, 0.0019520909991115332, 0.0021910418290644884, 0.0024299924261868, 0.0026689432561397552, 0.0029078940860927105, 0.003146844683215022, 0.0033857955131679773, 0.0036247463431209326, 0.003863696940243244, 0.004102647770196199, 0.004341598600149155, 0.00458054943010211, 0.004819499794393778, 0.005058450624346733, 0.005297401454299688, 0.005536352284252644, 0.005775303114205599, 0.006014253478497267, 0.006253204308450222, 0.006492155138403177, 0.0067311059683561325, 0.006970056798309088, 0.007209007628262043, 0.007447957992553711, 0.007686908822506666, 0.007925859652459621, 0.00816481001675129, 0.008403761312365532, 0.0086427116766572, 0.008881662972271442, 0.00912061333656311]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [2.0, 0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 2.0, 3.0, 2.0, 2.0, 4.0, 4.0, 7.0, 18.0, 25.0, 31.0, 53.0, 70.0, 120.0, 200.0, 292.0, 523.0, 877.0, 1465.0, 2561.0, 4223.0, 2307.0, 1381.0, 788.0, 462.0, 308.0, 212.0, 127.0, 89.0, 77.0, 48.0, 33.0, 16.0, 19.0, 7.0, 8.0, 6.0, 3.0, 0.0, 2.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.0356343649327755, -0.034297458827495575, -0.03296055272221565, -0.03162364661693573, -0.030286740511655807, -0.028949834406375885, -0.027612928301095963, -0.02627602219581604, -0.024939116090536118, -0.023602209985256195, -0.022265303879976273, -0.02092839777469635, -0.019591491669416428, -0.018254585564136505, -0.016917679458856583, -0.01558077335357666, -0.014243867248296738, -0.012906961143016815, -0.011570055037736893, -0.01023314893245697, -0.008896242827177048, -0.007559336721897125, -0.006222430616617203, -0.00488552451133728, -0.003548618406057358, -0.0022117123007774353, -0.0008748061954975128, 0.00046209990978240967, 0.0017990060150623322, 0.0031359121203422546, 0.004472818225622177, 0.0058097243309021, 0.007146630436182022, 0.008483536541461945, 0.009820442646741867, 0.01115734875202179, 0.012494254857301712, 0.013831160962581635, 0.015168067067861557, 0.01650497317314148, 0.017841879278421402, 0.019178785383701324, 0.020515691488981247, 0.02185259759426117, 0.023189503699541092, 0.024526409804821014, 0.025863315910100937, 0.02720022201538086, 0.028537128120660782, 0.029874034225940704, 0.031210940331220627, 0.03254784643650055, 0.03388475254178047, 0.035221658647060394, 0.03655856475234032, 0.03789547085762024, 0.03923237696290016, 0.040569283068180084, 0.04190618917346001, 0.04324309527873993, 0.04458000138401985, 0.045916907489299774, 0.0472538135945797, 0.04859071969985962, 0.04992762580513954]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [2.0, 0.0, 0.0, 3.0, 0.0, 3.0, 0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 4.0, 1.0, 4.0, 3.0, 4.0, 3.0, 3.0, 6.0, 7.0, 4.0, 4.0, 5.0, 2.0, 6.0, 3.0, 9.0, 2.0, 3.0, 3.0, 2.0, 4.0, 6.0, 4.0, 3.0, 4.0, 3.0, 1.0, 0.0, 2.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 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, 1.0, 0.0, 1.0], "bins": [-0.00808382872492075, -0.007780715357512236, -0.007477602455765009, -0.007174489088356495, -0.006871376186609268, -0.006568262819200754, -0.00626514945179224, -0.005962036550045013, -0.005658923182636499, -0.005355809815227985, -0.005052696913480759, -0.004749583546072245, -0.004446470178663731, -0.004143357276916504, -0.00384024390950799, -0.0035371307749301195, -0.003234017640352249, -0.0029309045057743788, -0.0026277913711965084, -0.0023246780037879944, -0.002021564869210124, -0.0017184517346322536, -0.0014153384836390615, -0.0011122252326458693, -0.0008091120980679989, -0.0005059989052824676, -0.00020288571249693632, 0.00010022748028859496, 0.00040334067307412624, 0.0007064538658596575, 0.0010095670586451888, 0.001312680309638381, 0.0016157934442162514, 0.0019189065787941217, 0.002222019713371992, 0.002525133080780506, 0.0028282462153583765, 0.003131359349936247, 0.003434472717344761, 0.0037375858519226313, 0.004040698986500502, 0.004343812353909016, 0.004646925255656242, 0.004950038623064756, 0.00525315199047327, 0.005556264892220497, 0.005859378259629011, 0.006162491161376238, 0.006465604528784752, 0.006768717896193266, 0.007071830797940493, 0.007374944165349007, 0.007678057067096233, 0.007981170900166035, 0.008284283801913261, 0.008587396703660488, 0.008890509605407715, 0.009193623438477516, 0.009496736340224743, 0.00979984924197197, 0.010102963075041771, 0.010406075976788998, 0.010709188878536224, 0.011012302711606026, 0.011315415613353252]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [1.0, 1.0, 4.0, 1.0, 5.0, 4.0, 5.0, 15.0, 14.0, 15.0, 12.0, 30.0, 60.0, 66.0, 114.0, 121.0, 182.0, 240.0, 299.0, 447.0, 588.0, 814.0, 1071.0, 1514.0, 2058.0, 2831.0, 3867.0, 5452.0, 8427.0, 45912.0, 7885.0, 4993.0, 3445.0, 2459.0, 1864.0, 1307.0, 1011.0, 717.0, 582.0, 402.0, 312.0, 264.0, 194.0, 131.0, 117.0, 94.0, 73.0, 54.0, 43.0, 46.0, 30.0, 28.0, 36.0, 18.0, 13.0, 11.0, 8.0, 5.0, 6.0, 8.0, 9.0, 5.0, 8.0, 4.0], "bins": [-0.010073518380522728, -0.009731750935316086, -0.009389983490109444, -0.009048215113580227, -0.008706447668373585, -0.008364680223166943, -0.0080229127779603, -0.007681144867092371, -0.007339377421885729, -0.006997609976679087, -0.006655842065811157, -0.006314074620604515, -0.005972307175397873, -0.0056305392645299435, -0.005288771819323301, -0.004947003908455372, -0.00460523646324873, -0.0042634690180420876, -0.003921701107174158, -0.003579933661967516, -0.00323816598393023, -0.0028963983058929443, -0.002554630860686302, -0.0022128631826490164, -0.0018710955046117306, -0.0015293278265744448, -0.0011875602649524808, -0.0008457926451228559, -0.000504025025293231, -0.00016225740546360612, 0.00017951021436601877, 0.0005212778341956437, 0.0008630454540252686, 0.0012048131320625544, 0.0015465806936845183, 0.0018883482553064823, 0.002230115933343768, 0.002571883611381054, 0.002913651056587696, 0.003255418734624982, 0.0035971864126622677, 0.00393895385786891, 0.004280721768736839, 0.0046224892139434814, 0.004964256659150124, 0.005306024570018053, 0.005647792015224695, 0.005989559926092625, 0.006331327371299267, 0.006673094816505909, 0.007014862727373838, 0.007356630172580481, 0.00769839808344841, 0.008040165528655052, 0.008381932973861694, 0.008723700419068336, 0.009065467864274979, 0.009407236240804195, 0.009749003686010838, 0.01009077113121748, 0.010432538576424122, 0.010774306021630764, 0.01111607439815998, 0.011457841843366623, 0.011799609288573265]}, "_runtime": 96.41805815696716, "_timestamp": 1596226362.918153, "_step": 36} -{"val_accuracy": 0.794988584474886, "val_loss": 0.5498198172817491, "_runtime": 101.65380072593689, "_timestamp": 1596226368.1538956, "_step": 37} -{"examples": {"width": 28, "height": 28, "format": "png", "count": 4, "_type": "images", "captions": ["Prediction: X Confidence: 0.309 Truth: v", "Prediction: 5 Confidence: 1.000 Truth: 5", "Prediction: 2 Confidence: 0.998 Truth: 2", "Prediction: 0 Confidence: 0.584 Truth: 0"]}, "_runtime": 101.94679021835327, "_timestamp": 1596226368.446885, "_step": 38} -{"gradients/layers.8.bias": {"_type": "histogram", "values": [2.0, 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, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 2.0, 0.0, 0.0, 2.0, 0.0, 2.0, 3.0, 2.0, 1.0, 2.0, 1.0, 0.0, 4.0, 6.0, 6.0, 4.0, 3.0, 1.0, 2.0, 1.0, 0.0, 0.0, 2.0, 1.0, 2.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.012527130544185638, -0.012158182449638844, -0.011789234355092049, -0.01142028532922268, -0.011051337234675884, -0.01068238914012909, -0.010313441045582294, -0.009944492019712925, -0.00957554392516613, -0.009206595830619335, -0.00883764773607254, -0.008468699641525745, -0.008099750615656376, -0.007730802521109581, -0.007361854426562786, -0.006992905866354704, -0.006623957771807909, -0.006255009677261114, -0.005886061117053032, -0.005517113022506237, -0.005148164462298155, -0.00477921636775136, -0.004410267807543278, -0.004041319712996483, -0.0036723713856190443, -0.0033034230582416058, -0.002934474730864167, -0.0025655264034867287, -0.0021965783089399338, -0.0018276298651471734, -0.0014586816541850567, -0.0010897333268076181, -0.0007207849994301796, -0.0003518367011565715, 1.711159711703658e-05, 0.00038605989539064467, 0.0007550081936642528, 0.0011239565210416913, 0.001492904732003808, 0.0018618530593812466, 0.002230801386758685, 0.0025997497141361237, 0.002968698041513562, 0.0033376463688910007, 0.0037065944634377956, 0.004075543023645878, 0.004444491118192673, 0.004813439678400755, 0.00518238777294755, 0.005551335867494345, 0.005920284427702427, 0.006289232522249222, 0.006658181082457304, 0.007027129177004099, 0.007396077737212181, 0.007765025831758976, 0.008133973926305771, 0.008502922020852566, 0.008871871046721935, 0.00924081914126873, 0.009609767235815525, 0.00997871533036232, 0.01034766435623169, 0.010716612450778484, 0.01108556054532528]}, "gradients/layers.8.weight": {"_type": "histogram", "values": [1.0, 1.0, 0.0, 0.0, 2.0, 1.0, 0.0, 1.0, 1.0, 1.0, 2.0, 2.0, 2.0, 4.0, 6.0, 3.0, 6.0, 7.0, 7.0, 15.0, 12.0, 14.0, 16.0, 13.0, 23.0, 38.0, 48.0, 64.0, 82.0, 128.0, 176.0, 319.0, 523.0, 4022.0, 1259.0, 430.0, 202.0, 135.0, 82.0, 54.0, 43.0, 41.0, 26.0, 18.0, 15.0, 18.0, 13.0, 14.0, 6.0, 8.0, 6.0, 7.0, 5.0, 6.0, 0.0, 1.0, 0.0, 2.0, 0.0, 2.0, 0.0, 1.0, 0.0, 2.0], "bins": [-0.08483374863862991, -0.08231829106807709, -0.07980282604694366, -0.07728736847639084, -0.07477191090583801, -0.07225644588470459, -0.06974098831415176, -0.06722552329301834, -0.06471006572246552, -0.06219460442662239, -0.059679143130779266, -0.05716368556022644, -0.054648224264383316, -0.05213276296854019, -0.049617305397987366, -0.04710184410214424, -0.04458638280630112, -0.04207092151045799, -0.03955546021461487, -0.03704000264406204, -0.03452454134821892, -0.03200908005237579, -0.02949362061917782, -0.026978161185979843, -0.02446269989013672, -0.021947238594293594, -0.01943177916109562, -0.016916319727897644, -0.01440085843205452, -0.01188539806753397, -0.00936993770301342, -0.00685447733849287, -0.0043390169739723206, -0.0018235566094517708, 0.000691903755068779, 0.0032073641195893288, 0.0057228244841098785, 0.008238284848630428, 0.010753745213150978, 0.013269205577671528, 0.015784665942192078, 0.018300127238035202, 0.020815586671233177, 0.023331046104431152, 0.025846507400274277, 0.0283619686961174, 0.030877428129315376, 0.03339288756251335, 0.035908348858356476, 0.0384238101541996, 0.040939271450042725, 0.04345472902059555, 0.045970190316438675, 0.0484856516122818, 0.051001109182834625, 0.05351657047867775, 0.056032031774520874, 0.058547493070364, 0.06106295436620712, 0.06357841193675995, 0.06609387695789337, 0.0686093345284462, 0.07112479209899902, 0.07364025712013245, 0.07615571469068527]}, "gradients/layers.5.bias": {"_type": "histogram", "values": [4.0, 0.0, 1.0, 3.0, 3.0, 2.0, 2.0, 2.0, 2.0, 0.0, 0.0, 3.0, 6.0, 3.0, 2.0, 4.0, 0.0, 5.0, 2.0, 3.0, 3.0, 5.0, 4.0, 6.0, 4.0, 5.0, 9.0, 4.0, 2.0, 4.0, 3.0, 5.0, 6.0, 4.0, 1.0, 1.0, 0.0, 1.0, 2.0, 0.0, 2.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 2.0, 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, 1.0], "bins": [-0.004116451367735863, -0.00395495118573308, -0.003793451003730297, -0.0036319508217275143, -0.0034704506397247314, -0.0033089504577219486, -0.003147450275719166, -0.002985950093716383, -0.0028244499117136, -0.0026629497297108173, -0.0025014495477080345, -0.0023399493657052517, -0.002178449183702469, -0.002016949001699686, -0.0018554488196969032, -0.0016939486376941204, -0.0015324484556913376, -0.0013709482736885548, -0.001209448091685772, -0.0010479479096829891, -0.0008864477276802063, -0.0007249475456774235, -0.0005634473636746407, -0.00040194718167185783, -0.000240446999669075, -7.894681766629219e-05, 8.255336433649063e-05, 0.00024405354633927345, 0.0004055537283420563, 0.0005670539103448391, 0.0007285540923476219, 0.0008900542743504047, 0.0010515544563531876, 0.0012130546383559704, 0.0013745548203587532, 0.001536055002361536, 0.0016975551843643188, 0.0018590553663671017, 0.0020205555483698845, 0.0021820557303726673, 0.00234355591237545, 0.002505056094378233, 0.0026665562763810158, 0.0028280564583837986, 0.0029895566403865814, 0.0031510568223893642, 0.003312557004392147, 0.00347405718639493, 0.0036355573683977127, 0.0037970575504004955, 0.003958557732403278, 0.004120057914406061, 0.004281558096408844, 0.004443058278411627, 0.00460455846041441, 0.0047660586424171925, 0.004927558824419975, 0.005089059006422758, 0.005250559188425541, 0.005412059370428324, 0.005573559552431107, 0.005735059734433889, 0.005896559916436672, 0.006058060098439455, 0.006219560280442238]}, "gradients/layers.5.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 3.0, 6.0, 5.0, 9.0, 7.0, 12.0, 9.0, 20.0, 21.0, 31.0, 50.0, 63.0, 73.0, 107.0, 155.0, 204.0, 259.0, 316.0, 462.0, 612.0, 851.0, 1193.0, 1528.0, 2071.0, 2588.0, 1483.0, 996.0, 758.0, 551.0, 372.0, 347.0, 258.0, 175.0, 154.0, 138.0, 94.0, 84.0, 62.0, 41.0, 46.0, 37.0, 26.0, 29.0, 12.0, 11.0, 12.0, 9.0, 5.0, 10.0, 6.0, 3.0, 2.0, 0.0, 0.0, 3.0, 1.0, 1.0, 1.0], "bins": [-0.012041352689266205, -0.011645917780697346, -0.011250482872128487, -0.010855047963559628, -0.010459613054990768, -0.010064177215099335, -0.009668742306530476, -0.009273307397961617, -0.008877872489392757, -0.008482437580823898, -0.00808700267225504, -0.007691567298024893, -0.007296132389456034, -0.006900697480887175, -0.006505262106657028, -0.006109827198088169, -0.00571439228951931, -0.005318957380950451, -0.004923522472381592, -0.004528087098151445, -0.004132652189582586, -0.003737217281013727, -0.0033417821396142244, -0.0029463469982147217, -0.0025509120896458626, -0.0021554771810770035, -0.0017600420396775007, -0.0013646070146933198, -0.0009691719897091389, -0.0005737369647249579, -0.00017830193974077702, 0.0002171330852434039, 0.0006125681102275848, 0.0010080031352117658, 0.0014034381601959467, 0.0017988731851801276, 0.0021943082101643085, 0.0025897431187331676, 0.0029851782601326704, 0.003380613401532173, 0.0037760483101010323, 0.004171483218669891, 0.0045669181272387505, 0.004962353501468897, 0.005357788410037756, 0.005753223318606615, 0.0061486586928367615, 0.006544093601405621, 0.00693952850997448, 0.007334963418543339, 0.007730398327112198, 0.008125833235681057, 0.008521268144249916, 0.00891670398414135, 0.009312138892710209, 0.009707573801279068, 0.010103008709847927, 0.010498443618416786, 0.010893878526985645, 0.011289313435554504, 0.011684749275445938, 0.012080184184014797, 0.012475619092583656, 0.012871054001152515, 0.013266488909721375]}, "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, 2.0, 3.0, 1.0, 1.0, 4.0, 4.0, 5.0, 3.0, 1.0, 5.0, 2.0, 2.0, 6.0, 2.0, 4.0, 2.0, 4.0, 7.0, 6.0, 7.0, 7.0, 2.0, 4.0, 6.0, 9.0, 4.0, 1.0, 3.0, 1.0, 4.0, 2.0, 0.0, 1.0, 1.0, 0.0, 0.0, 2.0, 0.0, 0.0, 1.0, 1.0, 0.0, 2.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 1.0], "bins": [-0.007383444346487522, -0.007127838209271431, -0.0068722316063940525, -0.006616625469177961, -0.006361018866300583, -0.006105412729084492, -0.005849806591868401, -0.005594199988991022, -0.005338593851774931, -0.00508298771455884, -0.004827381111681461, -0.00457177497446537, -0.004316168837249279, -0.0040605622343719006, -0.0038049560971558094, -0.0035493497271090746, -0.0032937433570623398, -0.003038136987015605, -0.00278253061696887, -0.002526924479752779, -0.002271318109706044, -0.0020157117396593094, -0.0017601054860278964, -0.0015044992323964834, -0.0012488928623497486, -0.0009932864923030138, -0.0007376802386716008, -0.0004820739268325269, -0.00022646761499345303, 2.913869684562087e-05, 0.00028474500868469477, 0.0005403513205237687, 0.0007959576323628426, 0.0010515640024095774, 0.0013071702560409904, 0.0015627765096724033, 0.0018183828797191381, 0.002073989249765873, 0.002329595386981964, 0.002585201757028699, 0.0028408081270754337, 0.0030964144971221685, 0.0033520208671689034, 0.0036076270043849945, 0.0038632333744317293, 0.004118839744478464, 0.004374445881694555, 0.004630052484571934, 0.004885658621788025, 0.005141264759004116, 0.0053968713618814945, 0.005652477499097586, 0.005908084101974964, 0.006163690239191055, 0.0064192963764071465, 0.006674902979284525, 0.006930509116500616, 0.007186115253716707, 0.007441721856594086, 0.007697327993810177, 0.007952934131026268, 0.00820854026824236, 0.008464147336781025, 0.008719753473997116, 0.008975359611213207]}, "gradients/layers.2.weight": {"_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, 6.0, 2.0, 7.0, 6.0, 9.0, 12.0, 23.0, 44.0, 51.0, 129.0, 231.0, 342.0, 623.0, 1122.0, 1997.0, 3918.0, 3914.0, 1758.0, 878.0, 513.0, 275.0, 168.0, 114.0, 80.0, 44.0, 31.0, 26.0, 16.0, 12.0, 10.0, 3.0, 4.0, 3.0, 3.0, 2.0, 2.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.05005523934960365, -0.04827140271663666, -0.04648756980895996, -0.044703733175992966, -0.04291989654302597, -0.041136059910058975, -0.03935222327709198, -0.03756839036941528, -0.03578455373644829, -0.03400071710348129, -0.032216884195804596, -0.0304330475628376, -0.028649210929870605, -0.02686537429690361, -0.025081539526581764, -0.023297704756259918, -0.021513868123292923, -0.019730031490325928, -0.01794619672000408, -0.016162361949682236, -0.01437852531671524, -0.01259468961507082, -0.0108108539134264, -0.009027018211781979, -0.007243182510137558, -0.005459346808493137, -0.0036755111068487167, -0.0018916754052042961, -0.00010783970355987549, 0.0016759959980845451, 0.0034598316997289658, 0.005243667401373386, 0.007027503103017807, 0.008811338804662228, 0.010595174506306648, 0.012379010207951069, 0.01416284590959549, 0.015946682542562485, 0.01773051731288433, 0.019514352083206177, 0.021298188716173172, 0.023082025349140167, 0.024865860119462013, 0.02664969488978386, 0.028433531522750854, 0.03021736815571785, 0.032001204788684845, 0.03378503769636154, 0.03556887432932854, 0.03735271096229553, 0.03913654386997223, 0.040920380502939224, 0.04270421713590622, 0.044488053768873215, 0.04627189040184021, 0.04805572330951691, 0.0498395599424839, 0.0516233965754509, 0.053407229483127594, 0.05519106611609459, 0.056974902749061584, 0.05875873938202858, 0.060542576014995575, 0.06232640892267227, 0.06411024928092957]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 3.0, 0.0, 3.0, 0.0, 2.0, 0.0, 3.0, 1.0, 1.0, 1.0, 4.0, 2.0, 4.0, 2.0, 8.0, 3.0, 6.0, 2.0, 7.0, 3.0, 4.0, 5.0, 6.0, 3.0, 7.0, 6.0, 3.0, 3.0, 2.0, 6.0, 3.0, 2.0, 2.0, 2.0, 2.0, 1.0, 2.0, 1.0, 1.0, 2.0, 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, 1.0], "bins": [-0.012353148311376572, -0.011931532993912697, -0.011509917676448822, -0.011088302358984947, -0.010666687041521072, -0.010245071724057198, -0.009823456406593323, -0.009401841089129448, -0.008980225771665573, -0.008558610454201698, -0.008136995136737823, -0.007715379819273949, -0.007293764501810074, -0.006872149184346199, -0.006450533866882324, -0.006028918549418449, -0.005607303231954575, -0.0051856879144907, -0.004764072597026825, -0.00434245727956295, -0.003920841962099075, -0.0034992266446352005, -0.0030776113271713257, -0.002655996009707451, -0.002234380692243576, -0.0018127653747797012, -0.0013911500573158264, -0.0009695347398519516, -0.0005479194223880768, -0.00012630410492420197, 0.00029531121253967285, 0.0007169265300035477, 0.0011385418474674225, 0.0015601571649312973, 0.001981772482395172, 0.002403387799859047, 0.0028250031173229218, 0.0032466184347867966, 0.0036682337522506714, 0.004089849069714546, 0.004511464387178421, 0.004933079704642296, 0.005354695022106171, 0.0057763103395700455, 0.00619792565703392, 0.006619540974497795, 0.00704115629196167, 0.007462771609425545, 0.00788438692688942, 0.008306002244353294, 0.00872761756181717, 0.009149232879281044, 0.009570848196744919, 0.009992463514208794, 0.010414078831672668, 0.010835694149136543, 0.011257309466600418, 0.011678924784064293, 0.012100540101528168, 0.012522155418992043, 0.012943770736455917, 0.013365386053919792, 0.013787001371383667, 0.014208616688847542, 0.014630232006311417]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [2.0, 3.0, 1.0, 11.0, 8.0, 5.0, 11.0, 15.0, 27.0, 29.0, 41.0, 54.0, 85.0, 105.0, 132.0, 168.0, 235.0, 264.0, 357.0, 470.0, 535.0, 754.0, 972.0, 1138.0, 1508.0, 2020.0, 2653.0, 3515.0, 5023.0, 8887.0, 45164.0, 7204.0, 4827.0, 3539.0, 2814.0, 2049.0, 1366.0, 1050.0, 783.0, 589.0, 417.0, 358.0, 266.0, 200.0, 144.0, 125.0, 111.0, 79.0, 59.0, 38.0, 31.0, 21.0, 23.0, 10.0, 12.0, 11.0, 15.0, 5.0, 5.0, 3.0, 1.0, 3.0, 0.0, 2.0], "bins": [-0.012498002499341965, -0.012084980495274067, -0.011671958491206169, -0.011258937418460846, -0.010845915414392948, -0.01043289341032505, -0.010019871406257153, -0.00960685033351183, -0.009193828329443932, -0.008780806325376034, -0.008367784321308136, -0.007954762317240238, -0.007541740778833628, -0.007128719240427017, -0.006715697236359119, -0.006302675697952509, -0.005889653693884611, -0.005476631689816713, -0.005063610151410103, -0.004650588147342205, -0.0042375666089355946, -0.0038245446048676968, -0.0034115228336304426, -0.0029985010623931885, -0.0025854792911559343, -0.00217245751991868, -0.001759435748681426, -0.00134641386102885, -0.0009333920897915959, -0.0005203703185543418, -0.00010734848910942674, 0.00030567331123165786, 0.0007186951115727425, 0.0011317168828099966, 0.0015447386540472507, 0.001957760425284505, 0.002370782196521759, 0.002783804200589657, 0.003196825971826911, 0.003609847743064165, 0.004022869281470776, 0.004435891285538673, 0.004848913289606571, 0.005261934828013182, 0.0056749568320810795, 0.00608797837048769, 0.006501000374555588, 0.006914021912962198, 0.007327043917030096, 0.007740065921097994, 0.008153087459504604, 0.008566109463572502, 0.0089791314676404, 0.009392152540385723, 0.009805174544453621, 0.010218196548521519, 0.010631218552589417, 0.011044240556657314, 0.011457261629402637, 0.011870283633470535, 0.012283305637538433, 0.012696327641606331, 0.013109348714351654, 0.013522370718419552, 0.01393539272248745]}, "_runtime": 103.30857014656067, "_timestamp": 1596226369.808665, "_step": 39} -{"gradients/layers.8.bias": {"_type": "histogram", "values": [1.0, 0.0, 1.0, 0.0, 1.0, 2.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 2.0, 2.0, 2.0, 2.0, 1.0, 4.0, 1.0, 3.0, 1.0, 0.0, 0.0, 1.0, 3.0, 4.0, 3.0, 4.0, 1.0, 1.0, 1.0, 1.0, 3.0, 5.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 0.0, 1.0, 1.0, 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, 1.0], "bins": [-0.009658843278884888, -0.009296483360230923, -0.008934123441576958, -0.008571764454245567, -0.008209404535591602, -0.007847044616937637, -0.00748468516394496, -0.007122325710952282, -0.006759965792298317, -0.006397605873644352, -0.006035246420651674, -0.005672886967658997, -0.005310527049005032, -0.004948167130351067, -0.004585807677358389, -0.004223448224365711, -0.003861088305711746, -0.003498728619888425, -0.0031363689340651035, -0.002774009248241782, -0.002411649562418461, -0.0020492898765951395, -0.0016869301907718182, -0.0013245705049484968, -0.0009622108191251755, -0.0005998511333018541, -0.0002374914474785328, 0.00012486823834478855, 0.0004872279241681099, 0.0008495876099914312, 0.0012119472958147526, 0.001574306981638074, 0.0019366666674613953, 0.0022990263532847166, 0.002661386039108038, 0.0030237457249313593, 0.0033861054107546806, 0.003748465096578002, 0.004110824782401323, 0.004473184235394001, 0.004835544154047966, 0.005197904072701931, 0.005560263525694609, 0.005922622978687286, 0.006284982897341251, 0.006647342815995216, 0.007009702268987894, 0.007372061721980572, 0.007734421640634537, 0.008096781559288502, 0.008459141477942467, 0.008821500465273857, 0.009183860383927822, 0.009546220302581787, 0.009908579289913177, 0.010270939208567142, 0.010633299127221107, 0.010995659045875072, 0.011358018964529037, 0.011720377951860428, 0.012082737870514393, 0.012445097789168358, 0.012807456776499748, 0.013169816695153713, 0.013532176613807678]}, "gradients/layers.8.weight": {"_type": "histogram", "values": [1.0, 1.0, 0.0, 0.0, 1.0, 1.0, 1.0, 3.0, 2.0, 4.0, 1.0, 6.0, 6.0, 10.0, 9.0, 18.0, 12.0, 14.0, 26.0, 40.0, 43.0, 44.0, 59.0, 63.0, 104.0, 124.0, 156.0, 182.0, 264.0, 362.0, 793.0, 4009.0, 457.0, 290.0, 171.0, 148.0, 106.0, 79.0, 67.0, 48.0, 29.0, 29.0, 25.0, 23.0, 15.0, 19.0, 12.0, 9.0, 6.0, 8.0, 7.0, 5.0, 3.0, 4.0, 6.0, 3.0, 1.0, 1.0, 0.0, 2.0, 1.0, 1.0, 1.0, 1.0], "bins": [-0.06208213046193123, -0.0600799135863781, -0.058077696710824966, -0.056075479835271835, -0.054073262959718704, -0.05207104608416557, -0.05006882920861244, -0.04806661233305931, -0.04606439918279648, -0.04406218230724335, -0.042059965431690216, -0.040057748556137085, -0.038055531680583954, -0.03605331480503082, -0.03405109792947769, -0.03204888105392456, -0.03004666417837143, -0.0280444473028183, -0.026042230427265167, -0.024040013551712036, -0.022037796676158905, -0.020035581663250923, -0.018033364787697792, -0.01603114791214466, -0.01402893103659153, -0.012026714161038399, -0.010024497285485268, -0.008022281341254711, -0.00602006446570158, -0.004017847590148449, -0.002015631180256605, -1.3414537534117699e-05, 0.0019888021051883698, 0.003991018980741501, 0.005993235390633345, 0.007995451800525188, 0.00999766867607832, 0.01199988555163145, 0.014002101495862007, 0.016004318371415138, 0.01800653524696827, 0.0200087521225214, 0.02201096899807453, 0.024013185873627663, 0.026015400886535645, 0.028017617762088776, 0.030019834637641907, 0.03202205151319504, 0.03402426838874817, 0.0360264852643013, 0.03802870213985443, 0.04003091901540756, 0.04203313589096069, 0.044035352766513824, 0.046037569642066956, 0.04803978651762009, 0.05004200339317322, 0.05204421654343605, 0.05404643341898918, 0.05604865029454231, 0.058050867170095444, 0.060053084045648575, 0.062055300921201706, 0.06405752152204514, 0.06605973839759827]}, "gradients/layers.5.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 2.0, 0.0, 1.0, 2.0, 1.0, 2.0, 4.0, 1.0, 3.0, 3.0, 4.0, 3.0, 5.0, 4.0, 3.0, 3.0, 3.0, 9.0, 5.0, 8.0, 7.0, 7.0, 4.0, 4.0, 5.0, 1.0, 5.0, 2.0, 4.0, 4.0, 4.0, 3.0, 0.0, 1.0, 3.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.00470502907410264, -0.00454303901642561, -0.004381048958748579, -0.004219059366732836, -0.004057069309055805, -0.0038950792513787746, -0.003733089193701744, -0.003571099368855357, -0.0034091093111783266, -0.003247119253501296, -0.003085129428654909, -0.0029231393709778786, -0.002761149313300848, -0.002599159488454461, -0.0024371694307774305, -0.0022751796059310436, -0.002113189548254013, -0.0019511996069923043, -0.0017892096657305956, -0.001627219608053565, -0.0014652296667918563, -0.0013032397255301476, -0.001141249667853117, -0.0009792597265914083, -0.0008172697853296995, -0.0006552798440679908, -0.0004932898445986211, -0.00033129987423308194, -0.00016930990386754274, -7.3199335020035505e-06, 0.00015467003686353564, 0.00031666000722907484, 0.00047864997759461403, 0.0006406399188563228, 0.0008026299183256924, 0.0009646199177950621, 0.0011266098590567708, 0.0012885998003184795, 0.00145058985799551, 0.0016125797992572188, 0.0017745697405189276, 0.0019365596817806363, 0.002098549623042345, 0.0022605396807193756, 0.002422529738396406, 0.002584519563242793, 0.0027465096209198236, 0.0029084994457662106, 0.003070489503443241, 0.0032324795611202717, 0.0033944693859666586, 0.003556459443643689, 0.003718449268490076, 0.0038804393261671066, 0.004042429383844137, 0.004204419441521168, 0.004366409033536911, 0.004528399091213942, 0.004690389148890972, 0.004852379206568003, 0.005014369264245033, 0.005176359321922064, 0.005338348913937807, 0.005500338971614838, 0.005662329029291868]}, "gradients/layers.5.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 1.0, 1.0, 3.0, 1.0, 9.0, 4.0, 5.0, 9.0, 14.0, 11.0, 26.0, 34.0, 58.0, 87.0, 116.0, 190.0, 276.0, 389.0, 602.0, 939.0, 1527.0, 2677.0, 3613.0, 1830.0, 1151.0, 812.0, 547.0, 375.0, 286.0, 209.0, 142.0, 99.0, 71.0, 63.0, 47.0, 42.0, 42.0, 17.0, 13.0, 8.0, 7.0, 4.0, 7.0, 4.0, 5.0, 5.0, 1.0, 1.0, 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], "bins": [-0.014028630219399929, -0.013475490733981133, -0.012922350317239761, -0.012369210831820965, -0.011816071346402168, -0.011262930929660797, -0.010709791444242, -0.01015665102750063, -0.009603511542081833, -0.009050372056663036, -0.008497231639921665, -0.007944092154502869, -0.007390952203422785, -0.006837812252342701, -0.006284672766923904, -0.005731532815843821, -0.005178392864763737, -0.004625252913683653, -0.004072112962603569, -0.0035189734771847725, -0.0029658335261046886, -0.002412693575024605, -0.0018595538567751646, -0.0013064140221104026, -0.0007532741874456406, -0.00020013435278087854, 0.0003530054818838835, 0.0009061453165486455, 0.0014592851512134075, 0.0020124251022934914, 0.0025655648205429316, 0.0031187045387923717, 0.0036718444898724556, 0.0042249844409525394, 0.004778124392032623, 0.00533126387745142, 0.005884403828531504, 0.0064375437796115875, 0.006990683265030384, 0.007543823216110468, 0.008096963167190552, 0.008650102652609348, 0.00920324306935072, 0.009756382554769516, 0.010309522971510887, 0.010862662456929684, 0.01141580194234848, 0.011968942359089851, 0.012522081844508648, 0.013075221329927444, 0.013628361746668816, 0.014181501232087612, 0.014734640717506409, 0.01528778113424778, 0.01584092155098915, 0.016394060105085373, 0.016947200521826744, 0.017500340938568115, 0.018053479492664337, 0.01860661990940571, 0.01915976032614708, 0.0197128988802433, 0.020266039296984673, 0.020819179713726044, 0.021372318267822266]}, "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, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 2.0, 2.0, 0.0, 1.0, 1.0, 0.0, 1.0, 2.0, 4.0, 2.0, 4.0, 3.0, 2.0, 7.0, 6.0, 1.0, 6.0, 5.0, 4.0, 7.0, 3.0, 5.0, 4.0, 0.0, 3.0, 5.0, 9.0, 5.0, 3.0, 4.0, 6.0, 0.0, 0.0, 4.0, 2.0, 1.0, 3.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 2.0], "bins": [-0.007714666426181793, -0.007518769707530737, -0.007322872988879681, -0.007126976270228624, -0.006931079551577568, -0.006735182832926512, -0.0065392861142754555, -0.006343389395624399, -0.006147492676973343, -0.005951595958322287, -0.00575569923967123, -0.005559802521020174, -0.005363905802369118, -0.0051680090837180614, -0.004972112365067005, -0.004776215646415949, -0.004580318927764893, -0.004384422209113836, -0.00418852549046278, -0.003992628771811724, -0.0037967320531606674, -0.003600835334509611, -0.003404938615858555, -0.0032090418972074986, -0.0030131451785564423, -0.002817248459905386, -0.0026213517412543297, -0.0024254550226032734, -0.002229558303952217, -0.002033661585301161, -0.0018377648666501045, -0.0016418681479990482, -0.001445971429347992, -0.0012500747106969357, -0.0010541779920458794, -0.0008582812733948231, -0.0006623845547437668, -0.0004664878360927105, -0.0002705911174416542, -7.469439879059792e-05, 0.00012120231986045837, 0.00031709903851151466, 0.000512995757162571, 0.0007088924758136272, 0.0009047891944646835, 0.0011006859131157398, 0.0012965826317667961, 0.0014924793504178524, 0.0016883760690689087, 0.001884272787719965, 0.0020801695063710213, 0.0022760662250220776, 0.002471962943673134, 0.00266785966232419, 0.0028637563809752464, 0.0030596530996263027, 0.003255549818277359, 0.0034514465369284153, 0.0036473432555794716, 0.003843239974230528, 0.004039136692881584, 0.0042350334115326405, 0.004430930130183697, 0.004626826848834753, 0.004822723567485809]}, "gradients/layers.2.weight": {"_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, 1.0, 1.0, 1.0, 1.0, 4.0, 4.0, 6.0, 9.0, 14.0, 19.0, 19.0, 33.0, 65.0, 81.0, 124.0, 187.0, 313.0, 452.0, 724.0, 1315.0, 2351.0, 4168.0, 2619.0, 1443.0, 830.0, 557.0, 350.0, 248.0, 127.0, 82.0, 71.0, 46.0, 27.0, 20.0, 23.0, 12.0, 13.0, 4.0, 2.0, 2.0, 4.0, 1.0, 2.0, 2.0, 0.0, 2.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0], "bins": [-0.04376738518476486, -0.04242273420095444, -0.041078079491853714, -0.03973342850804329, -0.038388777524232864, -0.03704412281513214, -0.035699471831321716, -0.03435482084751129, -0.03301016613841057, -0.03166551515460014, -0.03032086230814457, -0.028976209461688995, -0.02763155847787857, -0.026286905631422997, -0.024942252784967422, -0.023597601801156998, -0.022252948954701424, -0.02090829610824585, -0.019563645124435425, -0.01821899227797985, -0.016874339431524277, -0.015529687516391277, -0.014185035601258278, -0.012840382754802704, -0.011495730839669704, -0.010151078924536705, -0.008806426078081131, -0.0074617741629481316, -0.006117121782153845, -0.004772469401359558, -0.003427817253395915, -0.002083165105432272, -0.0007385127246379852, 0.0006061395397409797, 0.0019507918041199446, 0.0032954439520835876, 0.004640096332877874, 0.005984748713672161, 0.0073294006288051605, 0.008674053475260735, 0.010018705390393734, 0.011363357305526733, 0.012708010151982307, 0.014052662067115307, 0.015397313982248306, 0.01674196682870388, 0.018086619675159454, 0.01943127065896988, 0.020775923505425453, 0.022120576351881027, 0.023465227335691452, 0.024809880182147026, 0.0261545330286026, 0.027499184012413025, 0.0288438368588686, 0.030188489705324173, 0.0315331406891346, 0.03287779539823532, 0.034222446382045746, 0.03556709736585617, 0.036911752074956894, 0.03825640305876732, 0.039601054042577744, 0.04094570875167847, 0.04229035973548889]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 1.0, 3.0, 1.0, 3.0, 1.0, 1.0, 2.0, 2.0, 0.0, 5.0, 4.0, 3.0, 1.0, 0.0, 4.0, 7.0, 1.0, 2.0, 2.0, 5.0, 2.0, 6.0, 4.0, 3.0, 3.0, 5.0, 3.0, 2.0, 6.0, 8.0, 2.0, 5.0, 4.0, 6.0, 5.0, 1.0, 2.0, 2.0, 1.0, 1.0, 2.0, 1.0, 1.0, 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, 1.0], "bins": [-0.007106945849955082, -0.006838762667030096, -0.00657057948410511, -0.006302396766841412, -0.006034213583916426, -0.00576603040099144, -0.005497847683727741, -0.005229664500802755, -0.0049614813178777695, -0.004693298134952784, -0.004425114952027798, -0.004156932234764099, -0.0038887490518391132, -0.0036205658689141273, -0.003352382918819785, -0.003084199968725443, -0.002816016785800457, -0.002547833602875471, -0.002279650652781129, -0.0020114677026867867, -0.0017432845197618008, -0.0014751014532521367, -0.0012069183867424726, -0.0009387353202328086, -0.0006705522537231445, -0.00040236918721348047, -0.00013418612070381641, 0.00013399694580584764, 0.0004021800123155117, 0.0006703630788251758, 0.0009385461453348398, 0.0012067292118445039, 0.001474912278354168, 0.001743095344863832, 0.002011278411373496, 0.0022794613614678383, 0.002547644544392824, 0.00281582772731781, 0.0030840106774121523, 0.0033521936275064945, 0.0036203768104314804, 0.0038885599933564663, 0.004156743176281452, 0.004424925893545151, 0.004693109076470137, 0.0049612922593951225, 0.005229474976658821, 0.005497658159583807, 0.005765841342508793, 0.006034024525433779, 0.006302207708358765, 0.006570390425622463, 0.006838573608547449, 0.007106756791472435, 0.007374939508736134, 0.0076431226916611195, 0.007911305874586105, 0.008179488591849804, 0.008447672240436077, 0.008715854957699776, 0.008984038606286049, 0.009252221323549747, 0.009520404040813446, 0.00978858768939972, 0.010056770406663418]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [4.0, 1.0, 4.0, 7.0, 11.0, 20.0, 13.0, 27.0, 34.0, 45.0, 47.0, 91.0, 123.0, 134.0, 234.0, 294.0, 372.0, 468.0, 515.0, 658.0, 813.0, 1145.0, 1528.0, 1823.0, 2280.0, 2955.0, 3829.0, 5447.0, 9533.0, 40153.0, 6487.0, 4547.0, 3676.0, 2896.0, 2244.0, 1922.0, 1514.0, 1168.0, 824.0, 662.0, 431.0, 354.0, 265.0, 183.0, 138.0, 116.0, 84.0, 57.0, 57.0, 33.0, 30.0, 16.0, 10.0, 7.0, 3.0, 3.0, 3.0, 2.0, 2.0, 1.0, 2.0, 3.0, 2.0, 2.0], "bins": [-0.00839245319366455, -0.008104922249913216, -0.007817392237484455, -0.00752986129373312, -0.007242330815643072, -0.006954800337553024, -0.0066672698594629765, -0.006379739381372929, -0.0060922084376215935, -0.005804677959531546, -0.005517147481441498, -0.00522961700335145, -0.004942086525261402, -0.004654556047171354, -0.004367025103420019, -0.004079494625329971, -0.0037919641472399235, -0.0035044336691498756, -0.003216902958229184, -0.0029293724801391363, -0.002641841769218445, -0.002354311291128397, -0.002066780813038349, -0.0017792502185329795, -0.0014917196240276098, -0.0012041890295222402, -0.0009166584932245314, -0.0006291279569268227, -0.000341597362421453, -5.406679701991379e-05, 0.00023346376838162541, 0.0005209943046793342, 0.0008085248991847038, 0.0010960554936900735, 0.0013835860881954432, 0.001671116566285491, 0.0019586472772061825, 0.0022461777552962303, 0.002533708233386278, 0.0028212389443069696, 0.0031087694223970175, 0.0033962999004870653, 0.003683830611407757, 0.003971361089497805, 0.0042588915675878525, 0.0045464220456779, 0.0048339529894292355, 0.005121483467519283, 0.005409013945609331, 0.005696544423699379, 0.005984074901789427, 0.006271605845540762, 0.00655913632363081, 0.006846666801720858, 0.0071341972798109055, 0.007421727757900953, 0.007709258235991001, 0.007996789179742336, 0.008284319192171097, 0.008571850135922432, 0.008859381079673767, 0.009146911092102528, 0.009434442035853863, 0.009721972048282623, 0.010009502992033958]}, "_runtime": 108.44437074661255, "_timestamp": 1596226374.9444656, "_step": 40} -{"val_accuracy": 0.7937749714611871, "val_loss": 0.5489005398804738, "_runtime": 109.96151804924011, "_timestamp": 1596226376.461613, "_step": 41} -{"examples": {"width": 28, "height": 28, "format": "png", "count": 4, "_type": "images", "captions": ["Prediction: X Confidence: 0.220 Truth: v", "Prediction: 5 Confidence: 1.000 Truth: 5", "Prediction: 2 Confidence: 0.997 Truth: 2", "Prediction: 0 Confidence: 0.606 Truth: 0"]}, "_runtime": 110.24922966957092, "_timestamp": 1596226376.7493246, "_step": 42} -{"gradients/layers.8.bias": {"_type": "histogram", "values": [2.0, 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, 0.0, 1.0, 0.0, 2.0, 1.0, 0.0, 4.0, 0.0, 0.0, 2.0, 2.0, 2.0, 1.0, 5.0, 2.0, 5.0, 3.0, 5.0, 3.0, 4.0, 2.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0, 2.0, 0.0, 2.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 2.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.012167899869382381, -0.01178784016519785, -0.011407779529690742, -0.01102771982550621, -0.010647659189999104, -0.010267599485814571, -0.00988753978163004, -0.009507479146122932, -0.0091274194419384, -0.008747358806431293, -0.008367299102246761, -0.00798723939806223, -0.007607178762555122, -0.007227118592709303, -0.006847058888524771, -0.006466998718678951, -0.006086938548833132, -0.005706878378987312, -0.005326818209141493, -0.004946758504956961, -0.004566698335111141, -0.004186638165265322, -0.0038065779954195023, -0.0034265180584043264, -0.003046457888558507, -0.0026663977187126875, -0.0022863377816975117, -0.0019062776118516922, -0.0015262175584211946, -0.001146157504990697, -0.0007660973933525383, -0.00038603731081821024, -5.977228283882141e-06, 0.00037408285425044596, 0.0007541429367847741, 0.0011342030484229326, 0.0015142631018534303, 0.001894323155283928, 0.0022743833251297474, 0.002654443262144923, 0.0030345034319907427, 0.003414563601836562, 0.003794623538851738, 0.0041746837086975574, 0.004554743878543377, 0.004934804048389196, 0.0053148637525737286, 0.005694923922419548, 0.0060749840922653675, 0.006455044262111187, 0.0068351044319570065, 0.007215164136141539, 0.007595224305987358, 0.007975284941494465, 0.008355344645678997, 0.00873540434986353, 0.009115464985370636, 0.009495524689555168, 0.009875585325062275, 0.010255645029246807, 0.01063570473343134, 0.011015765368938446, 0.011395825073122978, 0.011775885708630085, 0.012155945412814617]}, "gradients/layers.8.weight": {"_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, 1.0, 0.0, 2.0, 1.0, 0.0, 1.0, 5.0, 4.0, 5.0, 5.0, 18.0, 26.0, 15.0, 47.0, 57.0, 78.0, 130.0, 225.0, 469.0, 3147.0, 2805.0, 379.0, 185.0, 93.0, 83.0, 48.0, 26.0, 18.0, 15.0, 9.0, 9.0, 6.0, 4.0, 3.0, 3.0, 5.0, 2.0, 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, 1.0, 0.0, 1.0], "bins": [-0.12786230444908142, -0.12373236566781998, -0.11960242688655853, -0.11547249555587769, -0.11134255677461624, -0.1072126179933548, -0.10308268666267395, -0.0989527478814125, -0.09482280910015106, -0.09069287031888962, -0.08656293153762817, -0.08243300020694733, -0.07830306142568588, -0.07417312264442444, -0.07004319131374359, -0.06591325253248215, -0.0617833137512207, -0.05765337496995926, -0.05352343991398811, -0.04939350485801697, -0.045263566076755524, -0.04113362729549408, -0.037003692239522934, -0.03287375718355179, -0.028743818402290344, -0.02461388148367405, -0.020483944565057755, -0.01635400764644146, -0.012224070727825165, -0.00809413380920887, -0.003964196890592575, 0.0001657400280237198, 0.004295676946640015, 0.00842561386525631, 0.012555550783872604, 0.0166854877024889, 0.020815424621105194, 0.02494536153972149, 0.029075298458337784, 0.03320523351430893, 0.037335172295570374, 0.04146511107683182, 0.04559504613280296, 0.04972498118877411, 0.05385491997003555, 0.057984858751297, 0.06211479380726814, 0.06624472886323929, 0.07037466764450073, 0.07450460642576218, 0.07863454520702362, 0.08276447653770447, 0.08689441531896591, 0.09102435410022736, 0.0951542854309082, 0.09928422421216965, 0.10341416299343109, 0.10754410177469254, 0.11167404055595398, 0.11580397188663483, 0.11993391066789627, 0.12406384944915771, 0.12819378077983856, 0.1323237270116806, 0.13645365834236145]}, "gradients/layers.5.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, 0.0, 0.0, 0.0, 0.0, 1.0, 2.0, 1.0, 2.0, 2.0, 3.0, 6.0, 4.0, 3.0, 3.0, 4.0, 4.0, 3.0, 7.0, 4.0, 3.0, 3.0, 7.0, 6.0, 4.0, 5.0, 5.0, 7.0, 5.0, 4.0, 4.0, 3.0, 4.0, 3.0, 1.0, 2.0, 1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 2.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0], "bins": [-0.005877156741917133, -0.005710402503609657, -0.005543647799640894, -0.005376893561333418, -0.005210139323025942, -0.0050433846190571785, -0.0048766303807497025, -0.004709876142442226, -0.00454312190413475, -0.004376367200165987, -0.004209612961858511, -0.004042858723551035, -0.0038761040195822716, -0.0037093497812747955, -0.003542595310136676, -0.0033758410718292, -0.00320908660069108, -0.0030423321295529604, -0.0028755778912454844, -0.0027088234201073647, -0.0025420691817998886, -0.002375314710661769, -0.002208560239523649, -0.002041806001216173, -0.0018750515300780535, -0.0017082971753552556, -0.0015415428206324577, -0.001374788349494338, -0.0012080339947715402, -0.0010412796400487423, -0.0008745252271182835, -0.0007077708141878247, -0.0005410164594650269, -0.00037426207563839853, -0.0002075076918117702, -4.075330798514187e-05, 0.00012600107584148645, 0.0002927554596681148, 0.0004595098434947431, 0.0006262642564252019, 0.0007930186111479998, 0.0009597729658707976, 0.0011265273205935955, 0.0012932817917317152, 0.001460036146454513, 0.001626790501177311, 0.0017935449723154306, 0.0019602992106229067, 0.0021270536817610264, 0.002293808152899146, 0.002460562391206622, 0.002627316862344742, 0.002794071100652218, 0.0029608255717903376, 0.0031275800429284573, 0.0032943342812359333, 0.003461088752374053, 0.0036278432235121727, 0.0037945974618196487, 0.003961351700127125, 0.004128106404095888, 0.004294860642403364, 0.00446161488071084, 0.004628369584679604, 0.00479512382298708]}, "gradients/layers.5.weight": {"_type": "histogram", "values": [1.0, 0.0, 1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 2.0, 0.0, 1.0, 1.0, 1.0, 2.0, 2.0, 4.0, 1.0, 6.0, 2.0, 6.0, 4.0, 11.0, 13.0, 25.0, 36.0, 45.0, 57.0, 87.0, 165.0, 236.0, 419.0, 825.0, 1391.0, 2658.0, 4564.0, 2353.0, 1217.0, 787.0, 465.0, 310.0, 187.0, 156.0, 98.0, 72.0, 43.0, 28.0, 24.0, 21.0, 13.0, 12.0, 10.0, 6.0, 4.0, 3.0, 0.0, 2.0, 4.0], "bins": [-0.03131239488720894, -0.030561082065105438, -0.029809769243001938, -0.029058456420898438, -0.028307143598794937, -0.027555830776691437, -0.026804517954587936, -0.026053205132484436, -0.025301892310380936, -0.024550581350922585, -0.023799268528819084, -0.023047955706715584, -0.022296642884612083, -0.021545330062508583, -0.020794017240405083, -0.020042704418301582, -0.019291391596198082, -0.01854007877409458, -0.01778876595199108, -0.01703745312988758, -0.01628614030778408, -0.015534828417003155, -0.014783515594899654, -0.014032202772796154, -0.013280889950692654, -0.012529577128589153, -0.011778264306485653, -0.011026951484382153, -0.010275639593601227, -0.009524326771497726, -0.008773013949394226, -0.008021701127290726, -0.007270388305187225, -0.006519075483083725, -0.005767762660980225, -0.0050164503045380116, -0.004265137482434511, -0.003513824660331011, -0.002762512071058154, -0.0020111994817852974, -0.001259886659681797, -0.0005085739539936185, 0.00024273875169456005, 0.0009940514573827386, 0.0017453641630709171, 0.0024966769851744175, 0.003247989574447274, 0.003999302163720131, 0.004750614985823631, 0.005501927807927132, 0.006253240630030632, 0.007004552986472845, 0.0077558658085763454, 0.008507178165018559, 0.009258490987122059, 0.01000980380922556, 0.01076111663132906, 0.01151242945343256, 0.01226374227553606, 0.01301505509763956, 0.013766366988420486, 0.014517679810523987, 0.015268992632627487, 0.016020305454730988, 0.016771618276834488]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 4.0, 3.0, 1.0, 2.0, 2.0, 3.0, 5.0, 3.0, 3.0, 3.0, 2.0, 2.0, 3.0, 5.0, 2.0, 5.0, 4.0, 3.0, 9.0, 5.0, 4.0, 9.0, 5.0, 5.0, 4.0, 2.0, 4.0, 1.0, 0.0, 3.0, 2.0, 3.0, 1.0, 1.0, 1.0, 5.0, 0.0, 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, 1.0], "bins": [-0.0059545631520450115, -0.005742421839386225, -0.005530280992388725, -0.0053181396797299385, -0.005105998367071152, -0.004893857520073652, -0.0046817162074148655, -0.004469574894756079, -0.004257434047758579, -0.0040452927350997925, -0.0038331514224410057, -0.0036210103426128626, -0.0034088692627847195, -0.0031967279501259327, -0.0029845868702977896, -0.002772445557639003, -0.0025603044778108597, -0.0023481633979827166, -0.00213602208532393, -0.0019238810054957867, -0.0017117398092523217, -0.0014995986130088568, -0.0012874575331807137, -0.0010753163369372487, -0.0008631751406937838, -0.0006510339444503188, -0.0004388928064145148, -0.0002267516392748803, -1.46104721352458e-05, 0.0001975306950043887, 0.0004096718621440232, 0.0006218130001798272, 0.0008339541964232922, 0.001046095392666757, 0.001258236588910222, 0.0014703776687383652, 0.0016825188649818301, 0.001894660061225295, 0.002106801141053438, 0.002318942453712225, 0.002531083533540368, 0.002743224613368511, 0.002955365926027298, 0.003167507005855441, 0.003379648085683584, 0.003591789398342371, 0.003803930478170514, 0.004016071557998657, 0.004228212870657444, 0.004440354183316231, 0.00465249503031373, 0.004864636342972517, 0.005076777655631304, 0.005288918502628803, 0.00550105981528759, 0.005713201127946377, 0.005925342440605164, 0.006137483287602663, 0.00634962460026145, 0.006561765912920237, 0.006773906759917736, 0.006986048072576523, 0.00719818938523531, 0.007410330232232809, 0.007622471544891596]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [1.0, 1.0, 1.0, 2.0, 0.0, 3.0, 2.0, 0.0, 5.0, 5.0, 3.0, 11.0, 9.0, 11.0, 19.0, 23.0, 39.0, 50.0, 70.0, 110.0, 149.0, 230.0, 433.0, 613.0, 957.0, 1584.0, 2369.0, 3428.0, 2034.0, 1371.0, 933.0, 626.0, 431.0, 273.0, 182.0, 119.0, 80.0, 64.0, 39.0, 26.0, 23.0, 7.0, 13.0, 7.0, 5.0, 6.0, 2.0, 5.0, 3.0, 2.0, 0.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.034233979880809784, -0.03298657387495041, -0.031739167869091034, -0.03049176000058651, -0.029244353994727135, -0.02799694798886776, -0.026749540120363235, -0.02550213411450386, -0.024254728108644485, -0.02300732210278511, -0.021759916096925735, -0.02051250822842121, -0.019265102222561836, -0.01801769621670246, -0.016770288348197937, -0.015522882342338562, -0.014275476336479187, -0.013028070330619812, -0.011780663393437862, -0.010533256456255913, -0.009285850450396538, -0.008038444444537163, -0.006791037507355213, -0.005543631035834551, -0.0042962245643138885, -0.0030488180927932262, -0.001801411621272564, -0.0005540051497519016, 0.0006934013217687607, 0.001940807793289423, 0.0031882142648100853, 0.004435620736330748, 0.00568302720785141, 0.006930433679372072, 0.008177840150892735, 0.009425247088074684, 0.01067265309393406, 0.011920059099793434, 0.013167466036975384, 0.014414872974157333, 0.01566227898001671, 0.016909684985876083, 0.01815709099173546, 0.019404498860239983, 0.020651904866099358, 0.021899310871958733, 0.023146718740463257, 0.024394124746322632, 0.025641530752182007, 0.026888936758041382, 0.028136342763900757, 0.02938375063240528, 0.030631156638264656, 0.03187856450676918, 0.033125970512628555, 0.03437337651848793, 0.035620782524347305, 0.03686818853020668, 0.038115594536066055, 0.03936300054192543, 0.040610410273075104, 0.04185781627893448, 0.043105222284793854, 0.04435262829065323, 0.045600034296512604]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 2.0, 0.0, 1.0, 3.0, 0.0, 1.0, 1.0, 1.0, 5.0, 6.0, 7.0, 7.0, 2.0, 3.0, 10.0, 6.0, 4.0, 5.0, 5.0, 6.0, 5.0, 5.0, 2.0, 4.0, 7.0, 5.0, 3.0, 2.0, 2.0, 3.0, 1.0, 0.0, 3.0, 0.0, 4.0, 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], "bins": [-0.01016820129007101, -0.009818828664720058, -0.009469455108046532, -0.00912008248269558, -0.008770709857344627, -0.008421337231993675, -0.008071964606642723, -0.007722591049969196, -0.007373218424618244, -0.007023845799267292, -0.006674472708255053, -0.006325099617242813, -0.005975726991891861, -0.005626354366540909, -0.005276981275528669, -0.00492760818451643, -0.004578235559165478, -0.004228862933814526, -0.003879489842802286, -0.0035301169846206903, -0.0031807441264390945, -0.0028313712682574987, -0.002481998410075903, -0.002132625551894307, -0.0017832526937127113, -0.0014338798355311155, -0.0010845069773495197, -0.0007351341191679239, -0.0003857612609863281, -3.638840280473232e-05, 0.0003129844553768635, 0.0006623573135584593, 0.001011730171740055, 0.0013611030299216509, 0.0017104758881032467, 0.0020598487462848425, 0.0024092216044664383, 0.002758594462648034, 0.00310796732082963, 0.0034573401790112257, 0.0038067130371928215, 0.004156085662543774, 0.004505458753556013, 0.0048548318445682526, 0.005204204469919205, 0.005553577095270157, 0.005902950186282396, 0.006252323277294636, 0.006601695902645588, 0.00695106852799654, 0.0073004416190087795, 0.007649814710021019, 0.007999187335371971, 0.008348559960722923, 0.008697932586073875, 0.009047306142747402, 0.009396678768098354, 0.009746051393449306, 0.010095424950122833, 0.010444797575473785, 0.010794170200824738, 0.01114354282617569, 0.011492915451526642, 0.011842289008200169, 0.01219166163355112]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [4.0, 3.0, 0.0, 2.0, 6.0, 6.0, 12.0, 22.0, 34.0, 37.0, 47.0, 65.0, 104.0, 130.0, 178.0, 217.0, 307.0, 439.0, 608.0, 873.0, 1194.0, 1635.0, 2245.0, 3071.0, 4022.0, 5619.0, 8556.0, 43074.0, 7924.0, 5288.0, 4033.0, 3036.0, 2247.0, 1527.0, 1163.0, 824.0, 559.0, 353.0, 255.0, 168.0, 124.0, 78.0, 65.0, 48.0, 32.0, 20.0, 25.0, 16.0, 6.0, 11.0, 10.0, 7.0, 5.0, 4.0, 3.0, 3.0, 0.0, 3.0, 1.0, 2.0, 0.0, 1.0, 0.0, 1.0], "bins": [-0.010160747915506363, -0.00979008711874485, -0.009419427253305912, -0.0090487664565444, -0.008678106591105461, -0.008307445794343948, -0.00793678592890501, -0.007566125597804785, -0.007195465266704559, -0.006824804469943047, -0.006454144138842821, -0.006083483807742596, -0.00571282347664237, -0.005342163145542145, -0.004971502814441919, -0.004600842483341694, -0.004230182152241468, -0.003859521821141243, -0.0034888614900410175, -0.003118201158940792, -0.0027475408278405666, -0.0023768802639096975, -0.002006219932809472, -0.0016355596017092466, -0.0012648992706090212, -0.0008942389395087957, -0.0005235785502009094, -0.00015291818999685347, 0.00021774217020720243, 0.0005884025013074279, 0.0009590628906153142, 0.0013297232799232006, 0.001700383611023426, 0.0020710439421236515, 0.002441704273223877, 0.0028123646043241024, 0.003183024935424328, 0.003553685499355197, 0.003924345597624779, 0.004295005928725004, 0.00466566625982523, 0.005036327056586742, 0.005406987387686968, 0.005777647718787193, 0.006148308049887419, 0.006518968380987644, 0.00688962871208787, 0.007260289043188095, 0.0076309493742883205, 0.008001609705388546, 0.008372270502150059, 0.008742930367588997, 0.00911359116435051, 0.009484251029789448, 0.00985491182655096, 0.010225571691989899, 0.010596232488751411, 0.01096689235419035, 0.011337553150951862, 0.0117082130163908, 0.012078873813152313, 0.012449533678591251, 0.012820194475352764, 0.013190854340791702, 0.013561515137553215]}, "_runtime": 114.99986624717712, "_timestamp": 1596226381.4999611, "_step": 43} -{"val_accuracy": 0.7965068493150685, "val_loss": 0.5425771802799887, "_runtime": 118.02735209465027, "_timestamp": 1596226384.527447, "_step": 44} -{"examples": {"width": 28, "height": 28, "format": "png", "count": 4, "_type": "images", "captions": ["Prediction: x Confidence: 0.252 Truth: v", "Prediction: 5 Confidence: 1.000 Truth: 5", "Prediction: 2 Confidence: 0.999 Truth: 2", "Prediction: 0 Confidence: 0.620 Truth: 0"]}, "_runtime": 118.29702615737915, "_timestamp": 1596226384.797121, "_step": 45} -{"gradients/layers.8.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 0.0, 0.0, 1.0, 2.0, 1.0, 1.0, 1.0, 3.0, 3.0, 2.0, 1.0, 3.0, 1.0, 2.0, 1.0, 2.0, 1.0, 1.0, 0.0, 4.0, 5.0, 2.0, 1.0, 2.0, 3.0, 1.0, 0.0, 3.0, 5.0, 0.0, 1.0, 2.0, 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], "bins": [-0.010890555568039417, -0.010498727671802044, -0.010106898844242096, -0.009715070948004723, -0.009323242120444775, -0.008931414224207401, -0.008539585396647453, -0.00814775750041008, -0.007755929138511419, -0.007364100776612759, -0.006972272414714098, -0.006580444052815437, -0.006188616156578064, -0.005796787794679403, -0.005404959432780743, -0.005013131070882082, -0.004621302708983421, -0.004229474347084761, -0.0038376459851861, -0.003445817856118083, -0.0030539894942194223, -0.0026621611323207617, -0.0022703330032527447, -0.001878504641354084, -0.0014866762794554234, -0.0010948479175567627, -0.0007030196720734239, -0.0003111913683824241, 8.063693530857563e-05, 0.0004724652389995754, 0.0008642935426905751, 0.001256121788173914, 0.0016479501500725746, 0.0020397785119712353, 0.002431606873869896, 0.002823435002937913, 0.0032152633648365736, 0.0036070917267352343, 0.003998919855803251, 0.004390748217701912, 0.004782576579600573, 0.005174404941499233, 0.005566233303397894, 0.0059580616652965546, 0.006349889561533928, 0.006741717923432589, 0.007133546285331249, 0.00752537464722991, 0.00791720300912857, 0.008309030905365944, 0.008700859732925892, 0.009092687629163265, 0.009484516456723213, 0.009876344352960587, 0.010268173180520535, 0.010660001076757908, 0.011051829904317856, 0.01144365780055523, 0.011835485696792603, 0.01222731452435255, 0.012619142420589924, 0.013010971248149872, 0.013402799144387245, 0.013794627971947193, 0.014186455868184566]}, "gradients/layers.8.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 2.0, 1.0, 2.0, 3.0, 2.0, 11.0, 8.0, 12.0, 8.0, 13.0, 23.0, 27.0, 50.0, 51.0, 67.0, 93.0, 122.0, 184.0, 278.0, 413.0, 2543.0, 2648.0, 516.0, 247.0, 183.0, 112.0, 91.0, 50.0, 48.0, 36.0, 24.0, 18.0, 7.0, 8.0, 12.0, 6.0, 2.0, 2.0, 4.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.08131508529186249, -0.07850769907236099, -0.0757003128528595, -0.072892926633358, -0.0700855404138565, -0.06727815419435501, -0.06447076052427292, -0.06166337803006172, -0.05885598808526993, -0.05604860186576843, -0.05324121564626694, -0.05043382942676544, -0.04762644320726395, -0.04481905698776245, -0.04201166704297066, -0.03920428082346916, -0.03639689460396767, -0.03358950838446617, -0.030782120302319527, -0.02797473408281803, -0.025167346000671387, -0.02235995978116989, -0.019552573561668396, -0.01674518547952175, -0.013937799260020256, -0.011130412109196186, -0.008323024958372116, -0.005515638738870621, -0.0027082515880465508, 9.913532994687557e-05, 0.002906522247940302, 0.0057139089331030846, 0.008521296083927155, 0.011328683234751225, 0.014136070385575294, 0.01694345660507679, 0.019750844687223434, 0.02255823090672493, 0.025365617126226425, 0.02817300520837307, 0.030980391427874565, 0.03378777951002121, 0.036595165729522705, 0.0394025519490242, 0.042209938168525696, 0.04501732438802719, 0.047824714332818985, 0.05063210055232048, 0.053439486771821976, 0.05624687299132347, 0.059054259210824966, 0.06186164915561676, 0.06466903537511826, 0.06747642159461975, 0.07028380781412125, 0.07309119403362274, 0.07589858025312424, 0.07870596647262573, 0.08151335269212723, 0.08432074636220932, 0.08712813258171082, 0.08993551880121231, 0.0927429050207138, 0.0955502912402153, 0.0983576774597168]}, "gradients/layers.5.bias": {"_type": "histogram", "values": [1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 4.0, 1.0, 3.0, 1.0, 2.0, 3.0, 4.0, 4.0, 1.0, 5.0, 3.0, 5.0, 4.0, 2.0, 4.0, 3.0, 3.0, 1.0, 10.0, 4.0, 5.0, 3.0, 5.0, 7.0, 2.0, 2.0, 3.0, 2.0, 2.0, 4.0, 5.0, 7.0, 1.0, 1.0, 1.0, 2.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 1.0, 1.0], "bins": [-0.00478749442845583, -0.004598008468747139, -0.004408522974699736, -0.004219037014991045, -0.004029551520943642, -0.003840065561234951, -0.0036505796015262604, -0.0034610938746482134, -0.0032716081477701664, -0.0030821224208921194, -0.0028926366940140724, -0.0027031507343053818, -0.002513665007427335, -0.002324179280549288, -0.002134693320840597, -0.0019452075939625502, -0.0017557218670845032, -0.0015662361402064562, -0.0013767502969130874, -0.0011872644536197186, -0.0009977787267416716, -0.0008082929416559637, -0.0006188071565702558, -0.00042932137148454785, -0.00023983558639883995, -5.034980131313205e-05, 0.00013913598377257586, 0.00032862176885828376, 0.0005181075539439917, 0.0007075933390296996, 0.0008970791241154075, 0.0010865649674087763, 0.0012760506942868233, 0.0014655364211648703, 0.001655022264458239, 0.001844508107751608, 0.002033993834629655, 0.002223479561507702, 0.0024129655212163925, 0.0026024512480944395, 0.0027919369749724865, 0.0029814227018505335, 0.0031709084287285805, 0.003360394388437271, 0.003549880115315318, 0.003739365842193365, 0.003928851801902056, 0.004118337295949459, 0.00430782325565815, 0.00449730921536684, 0.004686794709414244, 0.004876280669122934, 0.005065766163170338, 0.005255252122879028, 0.005444738082587719, 0.005634223576635122, 0.005823709536343813, 0.006013195496052504, 0.006202680990099907, 0.0063921669498085976, 0.006581652909517288, 0.0067711384035646915, 0.006960624363273382, 0.0071501098573207855, 0.007339595817029476]}, "gradients/layers.5.weight": {"_type": "histogram", "values": [2.0, 3.0, 5.0, 4.0, 7.0, 7.0, 3.0, 18.0, 14.0, 20.0, 28.0, 37.0, 69.0, 75.0, 71.0, 154.0, 170.0, 280.0, 414.0, 604.0, 862.0, 1274.0, 1868.0, 3115.0, 2069.0, 1319.0, 975.0, 686.0, 521.0, 393.0, 304.0, 206.0, 178.0, 134.0, 117.0, 69.0, 70.0, 58.0, 32.0, 29.0, 24.0, 21.0, 13.0, 15.0, 9.0, 7.0, 6.0, 3.0, 4.0, 1.0, 4.0, 3.0, 5.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0], "bins": [-0.012096564285457134, -0.011589376255869865, -0.011082189157605171, -0.010575002059340477, -0.010067814029753208, -0.00956062600016594, -0.009053438901901245, -0.008546251803636551, -0.008039063774049282, -0.0075318762101233006, -0.007024688646197319, -0.0065175010822713375, -0.006010313518345356, -0.0055031259544193745, -0.004995938390493393, -0.004488750826567411, -0.00398156326264143, -0.0034743756987154484, -0.002967188134789467, -0.0024600005708634853, -0.0019528130069375038, -0.0014456254430115223, -0.0009384378790855408, -0.00043125031515955925, 7.593724876642227e-05, 0.0005831248126924038, 0.0010903123766183853, 0.0015974999405443668, 0.0021046875044703484, 0.00261187506839633, 0.0031190626323223114, 0.003626250196248293, 0.0041334377601742744, 0.004640625324100256, 0.0051478128880262375, 0.005655000451952219, 0.0061621880158782005, 0.006669375579804182, 0.007176563143730164, 0.007683750707656145, 0.008190938271582127, 0.008698126301169395, 0.00920531339943409, 0.009712500497698784, 0.010219688527286053, 0.010726876556873322, 0.011234063655138016, 0.01174125075340271, 0.012248438782989979, 0.012755626812577248, 0.013262813910841942, 0.013770001009106636, 0.014277189038693905, 0.014784377068281174, 0.015291564166545868, 0.015798751264810562, 0.016305938363075256, 0.0168131273239851, 0.017320314422249794, 0.017827501520514488, 0.01833469048142433, 0.018841877579689026, 0.01934906467795372, 0.019856251776218414, 0.02036343887448311]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 3.0, 1.0, 2.0, 1.0, 1.0, 0.0, 1.0, 2.0, 2.0, 2.0, 1.0, 4.0, 3.0, 4.0, 5.0, 2.0, 6.0, 6.0, 7.0, 4.0, 6.0, 3.0, 6.0, 3.0, 5.0, 1.0, 3.0, 1.0, 6.0, 6.0, 3.0, 2.0, 3.0, 1.0, 3.0, 3.0, 1.0, 0.0, 2.0, 0.0, 2.0, 1.0, 2.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.007970835082232952, -0.00770271010696888, -0.00743458466604352, -0.0071664596907794476, -0.006898334715515375, -0.006630209274590015, -0.006362084299325943, -0.006093959324061871, -0.005825834348797798, -0.005557708907872438, -0.005289583932608366, -0.005021458957344294, -0.004753333516418934, -0.0044852085411548615, -0.004217083565890789, -0.003948958124965429, -0.003680833149701357, -0.003412707941606641, -0.0031445829663425684, -0.0028764577582478523, -0.00260833278298378, -0.002340207574889064, -0.0020720823667943478, -0.0018039572751149535, -0.0015358321834355593, -0.001267707091756165, -0.0009995820000767708, -0.0007314567919820547, -0.00046333170030266047, -0.00019520657951943576, 7.291854126378894e-05, 0.00034104366204701364, 0.0006091687828302383, 0.0008772938745096326, 0.0011454189661890268, 0.001413544174283743, 0.0016816692659631371, 0.0019497943576425314, 0.0022179195657372475, 0.00248604454100132, 0.002754169749096036, 0.003022294957190752, 0.0032904199324548244, 0.0035585451405495405, 0.0038266703486442566, 0.004094795323908329, 0.004362920299172401, 0.004631045740097761, 0.004899170715361834, 0.005167295690625906, 0.005435421131551266, 0.005703546106815338, 0.0059716710820794106, 0.00623979652300477, 0.006507921498268843, 0.006776046473532915, 0.007044171914458275, 0.007312296889722347, 0.00758042186498642, 0.007848546840250492, 0.008116671815514565, 0.008384797722101212, 0.008652922697365284, 0.008921047672629356, 0.009189172647893429]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 3.0, 2.0, 2.0, 4.0, 6.0, 7.0, 5.0, 9.0, 30.0, 23.0, 33.0, 72.0, 93.0, 152.0, 274.0, 377.0, 556.0, 903.0, 1381.0, 2029.0, 3335.0, 2360.0, 1510.0, 1033.0, 678.0, 476.0, 305.0, 229.0, 152.0, 110.0, 73.0, 37.0, 26.0, 19.0, 23.0, 14.0, 9.0, 5.0, 5.0, 2.0, 4.0, 6.0, 0.0, 1.0, 1.0, 2.0, 1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 1.0], "bins": [-0.04691099748015404, -0.045426614582538605, -0.04394223168492317, -0.04245785251259804, -0.040973469614982605, -0.03948908671736717, -0.03800470381975174, -0.036520324647426605, -0.03503594174981117, -0.03355155885219574, -0.03206717595458031, -0.030582794919610023, -0.02909841202199459, -0.027614030987024307, -0.026129648089408875, -0.02464526705443859, -0.023160884156823158, -0.021676501259207726, -0.020192120224237442, -0.01870773732662201, -0.017223356291651726, -0.015738973394036293, -0.014254591427743435, -0.012770209461450577, -0.011285827495157719, -0.00980144552886486, -0.008317063562572002, -0.006832681130617857, -0.005348299164324999, -0.0038639171980321407, -0.002379534998908639, -0.000895152916200459, 0.000589229166507721, 0.002073611132800579, 0.003557993331924081, 0.005042375531047583, 0.006526757497340441, 0.008011139929294586, 0.009495521895587444, 0.010979903861880302, 0.01246428582817316, 0.013948667794466019, 0.015433049760758877, 0.016917431727051735, 0.018401814624667168, 0.01988619565963745, 0.021370578557252884, 0.022854959592223167, 0.0243393424898386, 0.025823725387454033, 0.027308106422424316, 0.02879248932003975, 0.030276870355010033, 0.031761251389980316, 0.03324563428759575, 0.03473001718521118, 0.036214400082826614, 0.03769878298044205, 0.03918316215276718, 0.040667545050382614, 0.04215192794799805, 0.04363631084561348, 0.045120690017938614, 0.04660507291555405, 0.04808945581316948]}, "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, 1.0, 1.0, 1.0, 2.0, 1.0, 2.0, 2.0, 5.0, 1.0, 4.0, 2.0, 1.0, 1.0, 7.0, 5.0, 3.0, 7.0, 4.0, 8.0, 3.0, 8.0, 10.0, 3.0, 7.0, 6.0, 3.0, 1.0, 1.0, 3.0, 4.0, 2.0, 6.0, 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, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0], "bins": [-0.01779061183333397, -0.01722206547856331, -0.01665351912379265, -0.016084972769021988, -0.015516427345573902, -0.014947880990803242, -0.014379335567355156, -0.013810789212584496, -0.013242242857813835, -0.012673696503043175, -0.012105150148272514, -0.011536604724824429, -0.010968058370053768, -0.010399512015283108, -0.009830966591835022, -0.009262420237064362, -0.008693873882293701, -0.00812532752752304, -0.007556781638413668, -0.006988235749304295, -0.006419689394533634, -0.005851143039762974, -0.005282597150653601, -0.004714051261544228, -0.004145504906773567, -0.0035769587848335505, -0.0030084126628935337, -0.002439866540953517, -0.0018713204190135002, -0.0013027742970734835, -0.0007342281751334667, -0.00016568205319344997, 0.00040286406874656677, 0.0009714101906865835, 0.0015399563126266003, 0.002108502434566617, 0.0026770485565066338, 0.0032455946784466505, 0.0038141408003866673, 0.00438268668949604, 0.004951233044266701, 0.005519779399037361, 0.006088325288146734, 0.006656871177256107, 0.007225417532026768, 0.007793963886797428, 0.008362509310245514, 0.008931055665016174, 0.009499602019786835, 0.010068148374557495, 0.010636694729328156, 0.011205240152776241, 0.011773786507546902, 0.012342332862317562, 0.012910878285765648, 0.013479424640536308, 0.014047970995306969, 0.014616517350077629, 0.01518506370484829, 0.01575361005961895, 0.01632215455174446, 0.01689070090651512, 0.017459247261285782, 0.018027793616056442, 0.018596339970827103]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [2.0, 2.0, 3.0, 7.0, 8.0, 2.0, 8.0, 13.0, 9.0, 5.0, 9.0, 11.0, 18.0, 14.0, 25.0, 37.0, 33.0, 36.0, 73.0, 109.0, 210.0, 245.0, 372.0, 512.0, 754.0, 1183.0, 1787.0, 2544.0, 3578.0, 5277.0, 8004.0, 46461.0, 10712.0, 5776.0, 3662.0, 2442.0, 1763.0, 1212.0, 921.0, 616.0, 483.0, 358.0, 265.0, 186.0, 158.0, 107.0, 59.0, 66.0, 43.0, 46.0, 29.0, 23.0, 20.0, 14.0, 10.0, 8.0, 5.0, 6.0, 2.0, 3.0, 1.0, 3.0, 1.0, 1.0], "bins": [-0.01804986596107483, -0.017482072114944458, -0.016914278268814087, -0.016346486285328865, -0.015778692439198494, -0.015210898593068123, -0.014643104746937752, -0.014075311832129955, -0.013507517985999584, -0.012939724139869213, -0.012371931225061417, -0.011804137378931046, -0.011236343532800674, -0.010668550617992878, -0.010100756771862507, -0.00953296385705471, -0.00896517001092434, -0.008397376164793968, -0.007829583249986172, -0.007261789403855801, -0.006693996023386717, -0.006126202642917633, -0.005558408796787262, -0.004990615416318178, -0.004422822035849094, -0.0038550286553800106, -0.003287235042080283, -0.0027194414287805557, -0.002151648048311472, -0.0015838545514270663, -0.0010160610545426607, -0.0004482675576582551, 0.00011952593922615051, 0.0006873194361105561, 0.0012551129329949617, 0.0018229064298793674, 0.002390699926763773, 0.0029584933072328568, 0.003526286920532584, 0.004094080533832312, 0.004661873914301395, 0.005229667294770479, 0.005797460675239563, 0.006365254521369934, 0.006933047901839018, 0.007500841282308102, 0.008068635128438473, 0.00863642804324627, 0.00920422188937664, 0.009772015735507011, 0.010339808650314808, 0.010907602496445179, 0.011475395411252975, 0.012043189257383347, 0.012610983103513718, 0.013178776018321514, 0.013746569864451885, 0.014314363710582256, 0.014882156625390053, 0.015449950471520424, 0.016017744317650795, 0.016585538163781166, 0.017153330147266388, 0.01772112399339676, 0.01828891783952713]}, "_runtime": 121.39620304107666, "_timestamp": 1596226387.896298, "_step": 46} -{"val_accuracy": 0.7977275970319635, "val_loss": 0.5413521657523499, "_runtime": 126.01219201087952, "_timestamp": 1596226392.512287, "_step": 47} -{"examples": {"width": 28, "height": 28, "format": "png", "count": 4, "_type": "images", "captions": ["Prediction: X Confidence: 0.269 Truth: v", "Prediction: 5 Confidence: 1.000 Truth: 5", "Prediction: 2 Confidence: 0.998 Truth: 2", "Prediction: 0 Confidence: 0.631 Truth: 0"]}, "_runtime": 126.28095650672913, "_timestamp": 1596226392.7810514, "_step": 48} -{"gradients/layers.8.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 0.0, 1.0, 3.0, 0.0, 0.0, 0.0, 2.0, 0.0, 1.0, 0.0, 2.0, 1.0, 0.0, 1.0, 3.0, 5.0, 2.0, 0.0, 3.0, 2.0, 3.0, 3.0, 3.0, 3.0, 4.0, 4.0, 0.0, 1.0, 0.0, 0.0, 1.0, 2.0, 1.0, 1.0, 0.0, 1.0, 1.0, 1.0, 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, 1.0], "bins": [-0.008623737841844559, -0.008331449702382088, -0.008039162494242191, -0.007746874820441008, -0.007454587146639824, -0.007162299007177353, -0.006870011333376169, -0.0065777236595749855, -0.006285435985773802, -0.005993148311972618, -0.005700860638171434, -0.005408572964370251, -0.00511628482490778, -0.004823997151106596, -0.004531709477305412, -0.004239421803504229, -0.003947134129703045, -0.003654846455901861, -0.0033625587821006775, -0.00307027087546885, -0.0027779832016676664, -0.0024856955278664827, -0.0021934076212346554, -0.0019011199474334717, -0.001608832273632288, -0.0013165445998311043, -0.0010242568096145988, -0.0007319690776057541, -0.0004396813455969095, -0.0001473936135880649, 0.0001448941184207797, 0.0004371818504296243, 0.0007294695824384689, 0.0010217572562396526, 0.0013140450464561582, 0.0016063328366726637, 0.0018986205104738474, 0.002190908184275031, 0.0024831960909068584, 0.002775483764708042, 0.003067771438509226, 0.0033600591123104095, 0.0036523467861115932, 0.003944634459912777, 0.004236922599375248, 0.004529210273176432, 0.004821497946977615, 0.005113785620778799, 0.005406073294579983, 0.0056983609683811665, 0.00599064864218235, 0.006282936315983534, 0.0065752239897847176, 0.006867512129247189, 0.007159799803048372, 0.007452087476849556, 0.00774437515065074, 0.008036662824451923, 0.008328950963914394, 0.00862123817205429, 0.008913526311516762, 0.009205813519656658, 0.00949810165911913, 0.009790388867259026, 0.010082677006721497]}, "gradients/layers.8.weight": {"_type": "histogram", "values": [2.0, 1.0, 1.0, 1.0, 3.0, 3.0, 2.0, 1.0, 2.0, 3.0, 1.0, 3.0, 3.0, 7.0, 7.0, 9.0, 16.0, 20.0, 8.0, 29.0, 35.0, 32.0, 47.0, 58.0, 70.0, 109.0, 106.0, 187.0, 242.0, 315.0, 564.0, 4196.0, 714.0, 320.0, 204.0, 129.0, 98.0, 84.0, 60.0, 57.0, 27.0, 28.0, 29.0, 16.0, 20.0, 18.0, 14.0, 13.0, 5.0, 3.0, 1.0, 3.0, 3.0, 1.0, 0.0, 0.0, 0.0, 3.0, 2.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.05700071156024933, -0.05518108606338501, -0.05336146056652069, -0.05154183879494667, -0.04972221329808235, -0.04790258780121803, -0.046082962304353714, -0.044263336807489395, -0.042443715035915375, -0.040624089539051056, -0.03880446404218674, -0.03698483854532242, -0.0351652130484581, -0.03334558755159378, -0.03152596578001976, -0.02970634028315544, -0.027886714786291122, -0.026067089289426804, -0.024247465655207634, -0.022427840158343315, -0.020608216524124146, -0.018788591027259827, -0.016968965530395508, -0.015149340964853764, -0.01332971639931202, -0.011510091833770275, -0.009690467268228531, -0.007870841771364212, -0.006051217205822468, -0.004231592640280724, -0.002411967609077692, -0.0005923428107053041, 0.0012272819876670837, 0.0030469067860394716, 0.0048665315844118595, 0.006686156615614891, 0.008505781181156635, 0.01032540574669838, 0.012145031243562698, 0.013964655809104443, 0.015784280374646187, 0.017603905871510506, 0.019423529505729675, 0.021243155002593994, 0.023062780499458313, 0.024882404133677483, 0.0267020296305418, 0.02852165326476097, 0.03034127876162529, 0.03216090425848961, 0.03398052975535393, 0.03580015152692795, 0.03761977702379227, 0.039439402520656586, 0.041259028017520905, 0.04307865351438522, 0.04489827901124954, 0.04671790078282356, 0.04853752627968788, 0.0503571517765522, 0.05217677727341652, 0.05399640277028084, 0.05581602454185486, 0.05763565003871918, 0.059455275535583496]}, "gradients/layers.5.bias": {"_type": "histogram", "values": [1.0, 0.0, 1.0, 1.0, 0.0, 1.0, 1.0, 3.0, 1.0, 0.0, 2.0, 0.0, 3.0, 3.0, 4.0, 2.0, 3.0, 6.0, 1.0, 4.0, 5.0, 1.0, 1.0, 2.0, 5.0, 4.0, 5.0, 1.0, 2.0, 4.0, 8.0, 7.0, 2.0, 5.0, 2.0, 1.0, 4.0, 5.0, 2.0, 3.0, 3.0, 2.0, 2.0, 3.0, 1.0, 1.0, 3.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.003986691124737263, -0.003859866876155138, -0.0037330426275730133, -0.0036062183789908886, -0.003479394130408764, -0.003352569881826639, -0.0032257456332445145, -0.0030989213846623898, -0.002972097136080265, -0.0028452728874981403, -0.0027184486389160156, -0.002591624390333891, -0.002464800141751766, -0.0023379758931696415, -0.002211151644587517, -0.002084327396005392, -0.0019575031474232674, -0.0018306788988411427, -0.001703854650259018, -0.0015770304016768932, -0.0014502061530947685, -0.0013233819045126438, -0.001196557655930519, -0.0010697334073483944, -0.0009429091587662697, -0.000816084910184145, -0.0006892606616020203, -0.0005624364130198956, -0.00043561216443777084, -0.00030878791585564613, -0.00018196366727352142, -5.513941869139671e-05, 7.1684829890728e-05, 0.0001985090784728527, 0.0003253333270549774, 0.0004521575756371021, 0.0005789818242192268, 0.0007058060728013515, 0.0008326303213834763, 0.000959454569965601, 0.0010862788185477257, 0.0012131030671298504, 0.001339927315711975, 0.0014667515642940998, 0.0015935758128762245, 0.0017204000614583492, 0.001847224310040474, 0.0019740485586225986, 0.0021008728072047234, 0.002227697055786848, 0.0023545213043689728, 0.0024813455529510975, 0.002608169801533222, 0.002734994050115347, 0.0028618182986974716, 0.0029886425472795963, 0.003115466795861721, 0.0032422910444438457, 0.0033691152930259705, 0.003495939541608095, 0.00362276379019022, 0.0037495880387723446, 0.0038764122873544693, 0.004003236535936594, 0.004130060784518719]}, "gradients/layers.5.weight": {"_type": "histogram", "values": [1.0, 0.0, 2.0, 3.0, 2.0, 0.0, 2.0, 1.0, 4.0, 1.0, 7.0, 5.0, 5.0, 8.0, 13.0, 19.0, 20.0, 32.0, 46.0, 46.0, 81.0, 87.0, 131.0, 217.0, 283.0, 432.0, 581.0, 832.0, 1232.0, 1736.0, 2468.0, 3057.0, 1486.0, 944.0, 657.0, 473.0, 354.0, 257.0, 192.0, 132.0, 103.0, 91.0, 67.0, 51.0, 38.0, 48.0, 30.0, 29.0, 13.0, 14.0, 11.0, 9.0, 9.0, 7.0, 1.0, 4.0, 2.0, 2.0, 1.0, 1.0, 0.0, 2.0, 1.0, 1.0], "bins": [-0.012889080680906773, -0.012478850781917572, -0.012068620882928371, -0.01165839098393917, -0.011248162016272545, -0.010837932117283344, -0.010427702218294144, -0.010017472319304943, -0.009607242420315742, -0.009197012521326542, -0.008786783553659916, -0.008376553654670715, -0.007966323755681515, -0.007556093856692314, -0.0071458639577031136, -0.0067356345243752, -0.006325404625386, -0.005915174726396799, -0.005504945293068886, -0.005094715394079685, -0.004684485495090485, -0.004274256061762571, -0.0038640261627733707, -0.00345379626378417, -0.003043566597625613, -0.0026333369314670563, -0.0022231070324778557, -0.0018128773663192987, -0.00140264758374542, -0.0009924178011715412, -0.0005821880768053234, -0.00017195832333527505, 0.00023827143013477325, 0.000648501212708652, 0.0010587309952825308, 0.0014689606614410877, 0.0018791904440149665, 0.0022894202265888453, 0.002699649892747402, 0.003109879791736603, 0.0035201094578951597, 0.003930339124053717, 0.004340569023042917, 0.004750798922032118, 0.005161028355360031, 0.005571258254349232, 0.005981488153338432, 0.006391717586666346, 0.006801947485655546, 0.007212177384644747, 0.00762240681797266, 0.00803263671696186, 0.008442866615951061, 0.008853096514940262, 0.009263326413929462, 0.009673555381596088, 0.010083785280585289, 0.01049401517957449, 0.01090424507856369, 0.01131447497755289, 0.011724704876542091, 0.012134933844208717, 0.012545163743197918, 0.012955393642187119, 0.013365623541176319]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 2.0, 0.0, 1.0, 0.0, 3.0, 4.0, 1.0, 3.0, 0.0, 0.0, 2.0, 1.0, 1.0, 3.0, 5.0, 2.0, 5.0, 5.0, 7.0, 6.0, 3.0, 5.0, 6.0, 5.0, 6.0, 4.0, 6.0, 4.0, 4.0, 4.0, 4.0, 1.0, 3.0, 4.0, 3.0, 3.0, 1.0, 1.0, 0.0, 1.0, 1.0, 0.0, 2.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.006386082619428635, -0.006173116620630026, -0.005960151087492704, -0.005747185088694096, -0.005534219089895487, -0.005321253556758165, -0.005108287557959557, -0.004895321559160948, -0.004682356026023626, -0.0044693900272250175, -0.004256424028426409, -0.004043458495289087, -0.0038304924964904785, -0.0036175267305225134, -0.0034045609645545483, -0.0031915949657559395, -0.0029786291997879744, -0.0027656634338200092, -0.0025526974350214005, -0.0023397316690534353, -0.00212676590308547, -0.0019138000207021832, -0.0017008341383188963, -0.0014878683723509312, -0.0012749024899676442, -0.0010619366075843573, -0.0008489708416163921, -0.0006360049592331052, -0.00042303913505747914, -0.00021007329632993788, 2.8925423976033926e-06, 0.00021585838112514466, 0.00042882421985268593, 0.000641790044028312, 0.000854755868203938, 0.001067721750587225, 0.00128068751655519, 0.001493653398938477, 0.001706619281321764, 0.0019195850472897291, 0.0021325508132576942, 0.002345516812056303, 0.002558482578024268, 0.0027714483439922333, 0.002984414342790842, 0.003197380108758807, 0.0034103458747267723, 0.003623311873525381, 0.003836277639493346, 0.004049243405461311, 0.00426220940425992, 0.004475174937397242, 0.00468814093619585, 0.004901106934994459, 0.005114072468131781, 0.005327038466930389, 0.005540004465728998, 0.00575296999886632, 0.0059659359976649284, 0.006178901996463537, 0.006391867529600859, 0.0066048335283994675, 0.006817799527198076, 0.007030765060335398, 0.0072437310591340065]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 2.0, 1.0, 2.0, 1.0, 2.0, 4.0, 2.0, 5.0, 4.0, 4.0, 10.0, 13.0, 25.0, 27.0, 56.0, 78.0, 122.0, 191.0, 300.0, 421.0, 691.0, 1158.0, 1747.0, 2833.0, 3617.0, 1854.0, 1150.0, 709.0, 424.0, 320.0, 201.0, 138.0, 77.0, 56.0, 45.0, 29.0, 15.0, 22.0, 9.0, 2.0, 4.0, 1.0, 2.0, 1.0, 1.0, 1.0, 1.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.03952007740736008, -0.038252584636211395, -0.03698509559035301, -0.03571760281920433, -0.03445011004805565, -0.03318261727690697, -0.031915128231048584, -0.030647635459899902, -0.02938014268875122, -0.02811265178024769, -0.026845160871744156, -0.025577668100595474, -0.024310177192091942, -0.02304268442094326, -0.021775193512439728, -0.020507700741291046, -0.019240209832787514, -0.01797271892428398, -0.0167052261531353, -0.015437734313309193, -0.014170242473483086, -0.012902751564979553, -0.011635259725153446, -0.01036776788532734, -0.009100276045501232, -0.007832784205675125, -0.006565292365849018, -0.005297800991684198, -0.004030309151858091, -0.0027628173120319843, -0.001495325705036521, -0.00022783398162573576, 0.0010396577417850494, 0.0023071495816111565, 0.00357464118860662, 0.004842132795602083, 0.00610962463542819, 0.007377116475254297, 0.008644607849419117, 0.009912099689245224, 0.011179591529071331, 0.012447083368897438, 0.013714575208723545, 0.014982067048549652, 0.016249557957053185, 0.017517050728201866, 0.0187845416367054, 0.02005203440785408, 0.021319525316357613, 0.022587016224861145, 0.023854508996009827, 0.02512199990451336, 0.02638949267566204, 0.027656983584165573, 0.028924476355314255, 0.030191967263817787, 0.03145945817232132, 0.03272695094347, 0.03399444371461868, 0.035261932760477066, 0.03652942553162575, 0.03779691830277443, 0.03906441107392311, 0.040331900119781494, 0.041599392890930176]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0, 2.0, 2.0, 0.0, 1.0, 3.0, 2.0, 2.0, 1.0, 2.0, 2.0, 9.0, 4.0, 6.0, 3.0, 4.0, 4.0, 4.0, 2.0, 5.0, 4.0, 5.0, 5.0, 4.0, 2.0, 5.0, 7.0, 6.0, 5.0, 4.0, 3.0, 1.0, 1.0, 2.0, 1.0, 2.0, 2.0, 0.0, 0.0, 0.0, 0.0, 2.0, 1.0, 1.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0], "bins": [-0.008284651674330235, -0.008007763884961605, -0.007730876095592976, -0.007453988306224346, -0.007177100516855717, -0.006900212727487087, -0.006623324938118458, -0.006346437148749828, -0.006069549359381199, -0.005792661104351282, -0.005515773314982653, -0.005238885525614023, -0.004961997736245394, -0.004685109946876764, -0.004408222157508135, -0.004131334368139505, -0.003854446578770876, -0.0035775587894022465, -0.003300671000033617, -0.0030237832106649876, -0.002746895421296358, -0.002470007399097085, -0.0021931196097284555, -0.001916231820359826, -0.0016393440309911966, -0.0013624562416225672, -0.0010855684522539377, -0.0008086805464699864, -0.000531792757101357, -0.00025490493862889707, 2.198287984356284e-05, 0.00029887069831602275, 0.0005757585167884827, 0.0008526463061571121, 0.0011295340955257416, 0.0014064220013096929, 0.0016833097906783223, 0.0019601976964622736, 0.002237085485830903, 0.0025139732751995325, 0.002790861064568162, 0.0030677488539367914, 0.003344636643305421, 0.0036215244326740503, 0.0038984124548733234, 0.004175300244241953, 0.004452188033610582, 0.004729075822979212, 0.005005963612347841, 0.005282851401716471, 0.0055597391910851, 0.00583662698045373, 0.006113514769822359, 0.0063904025591909885, 0.006667290348559618, 0.0069441781379282475, 0.007221066392958164, 0.007497954182326794, 0.007774841971695423, 0.008051729761064053, 0.008328617550432682, 0.008605505339801311, 0.008882393129169941, 0.00915928091853857, 0.0094361687079072]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [2.0, 2.0, 5.0, 7.0, 13.0, 17.0, 17.0, 17.0, 20.0, 32.0, 42.0, 72.0, 93.0, 100.0, 151.0, 200.0, 272.0, 340.0, 471.0, 591.0, 784.0, 970.0, 1183.0, 1483.0, 2033.0, 2370.0, 3017.0, 4064.0, 5629.0, 9040.0, 42831.0, 5965.0, 4145.0, 2966.0, 2235.0, 1778.0, 1531.0, 1253.0, 972.0, 780.0, 585.0, 479.0, 357.0, 282.0, 235.0, 175.0, 150.0, 128.0, 101.0, 92.0, 53.0, 49.0, 30.0, 41.0, 22.0, 17.0, 14.0, 11.0, 10.0, 8.0, 6.0, 6.0, 3.0, 5.0], "bins": [-0.008133732713758945, -0.007864919491112232, -0.007596106734126806, -0.00732729397714138, -0.007058480754494667, -0.006789667997509241, -0.006520855240523815, -0.006252042017877102, -0.005983229260891676, -0.00571441650390625, -0.005445603281259537, -0.005176790524274111, -0.004907977767288685, -0.004639164544641972, -0.004370351787656546, -0.004101538565009832, -0.0038327258080244064, -0.003563912818208337, -0.0032950998283922672, -0.0030262870714068413, -0.0027574740815907717, -0.002488661091774702, -0.002219848334789276, -0.0019510353449732065, -0.001682222355157137, -0.0014134093653410673, -0.0011445964919403195, -0.0008757835603319108, -0.0006069706287235022, -0.00033815769711509347, -6.934476550668478e-05, 0.0001994681661017239, 0.0004682810977101326, 0.0007370940293185413, 0.00100590696092695, 0.0012747198343276978, 0.0015435328241437674, 0.001812345813959837, 0.002081158570945263, 0.0023499715607613325, 0.002618784550577402, 0.0028875975403934717, 0.0031564105302095413, 0.0034252232871949673, 0.003694036277011037, 0.0039628492668271065, 0.004231662023812532, 0.004500475246459246, 0.004769288003444672, 0.005038100760430098, 0.005306913983076811, 0.005575726740062237, 0.00584453996270895, 0.006113352719694376, 0.006382165476679802, 0.006650978699326515, 0.006919791456311941, 0.007188604213297367, 0.00745741743594408, 0.007726230192929506, 0.007995042949914932, 0.008263856172561646, 0.008532669395208359, 0.008801481686532497, 0.00907029490917921]}, "_runtime": 127.76119375228882, "_timestamp": 1596226394.2612886, "_step": 49} -{"gradients/layers.8.bias": {"_type": "histogram", "values": [1.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 2.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 5.0, 3.0, 2.0, 1.0, 1.0, 1.0, 2.0, 1.0, 2.0, 2.0, 1.0, 0.0, 3.0, 1.0, 1.0, 3.0, 1.0, 3.0, 4.0, 2.0, 1.0, 0.0, 3.0, 1.0, 1.0, 0.0, 1.0, 2.0, 0.0, 1.0, 1.0, 1.0, 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, 1.0], "bins": [-0.006591938901692629, -0.006370842922478914, -0.006149747408926487, -0.005928651429712772, -0.005707555450499058, -0.0054864599369466305, -0.005265363957732916, -0.005044268444180489, -0.004823172464966774, -0.004602076485753059, -0.004380980972200632, -0.0041598849929869175, -0.00393878947943449, -0.0037176935002207756, -0.003496597521007061, -0.00327550177462399, -0.003054406028240919, -0.002833310281857848, -0.0026122145354747772, -0.0023911185562610626, -0.0021700228098779917, -0.0019489270634949207, -0.001727831200696528, -0.0015067353378981352, -0.0012856395915150642, -0.0010645438451319933, -0.0008434479823336005, -0.0006223521777428687, -0.0004012563731521368, -0.00018016056856140494, 4.0935236029326916e-05, 0.0002620310406200588, 0.00048312684521079063, 0.0007042226498015225, 0.0009253184543922544, 0.0011464143171906471, 0.001367510063573718, 0.001588605809956789, 0.0018097016727551818, 0.0020307975355535746, 0.0022518932819366455, 0.0024729890283197165, 0.0026940847747027874, 0.002915180753916502, 0.003136276500299573, 0.003357372246682644, 0.0035784682258963585, 0.0037995639722794294, 0.0040206597186625, 0.004241755697876215, 0.004462851211428642, 0.004683947190642357, 0.0049050431698560715, 0.005126138683408499, 0.005347234662622213, 0.005568330176174641, 0.005789426155388355, 0.00601052213460207, 0.006231617648154497, 0.006452713627368212, 0.006673809140920639, 0.006894905120134354, 0.007116001099348068, 0.0073370966129004955, 0.00755819259211421]}, "gradients/layers.8.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 1.0, 0.0, 1.0, 0.0, 1.0, 3.0, 3.0, 0.0, 1.0, 2.0, 6.0, 4.0, 7.0, 11.0, 17.0, 15.0, 28.0, 36.0, 44.0, 46.0, 58.0, 95.0, 135.0, 173.0, 259.0, 409.0, 754.0, 4065.0, 732.0, 347.0, 202.0, 120.0, 87.0, 75.0, 44.0, 35.0, 33.0, 22.0, 13.0, 5.0, 7.0, 7.0, 10.0, 3.0, 4.0, 2.0, 2.0, 1.0, 1.0, 2.0, 2.0, 0.0, 1.0, 0.0, 1.0, 1.0], "bins": [-0.06894517689943314, -0.06698617339134216, -0.06502716988325119, -0.06306816637516022, -0.061109162867069244, -0.05915015563368797, -0.057191152125597, -0.05523214861750603, -0.053273145109415054, -0.05131414160132408, -0.04935513809323311, -0.047396134585142136, -0.045437127351760864, -0.04347812384366989, -0.04151912033557892, -0.039560116827487946, -0.03760111331939697, -0.035642109811306, -0.03368310630321503, -0.031724102795124054, -0.029765097424387932, -0.02780609391629696, -0.025847088545560837, -0.023888085037469864, -0.02192908152937889, -0.019970078021287918, -0.018011074513196945, -0.016052069142460823, -0.01409306563436985, -0.012134062126278877, -0.01017505768686533, -0.008216053247451782, -0.006257049739360809, -0.004298045765608549, -0.002339041791856289, -0.0003800378181040287, 0.0015789661556482315, 0.0035379701294004917, 0.005496974103152752, 0.007455978076905012, 0.009414982050657272, 0.011373985558748245, 0.013332989998161793, 0.01529199443757534, 0.017250997945666313, 0.019210001453757286, 0.021169006824493408, 0.02312801033258438, 0.025087013840675354, 0.027046017348766327, 0.0290050208568573, 0.030964026227593422, 0.032923027873039246, 0.03488203510642052, 0.03684103861451149, 0.03880004212260246, 0.040759045630693436, 0.04271804913878441, 0.04467705264687538, 0.046636056154966354, 0.048595063388347626, 0.0505540668964386, 0.05251307040452957, 0.054472073912620544, 0.05643107742071152]}, "gradients/layers.5.bias": {"_type": "histogram", "values": [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, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 3.0, 4.0, 2.0, 2.0, 2.0, 1.0, 3.0, 3.0, 3.0, 3.0, 5.0, 2.0, 0.0, 2.0, 7.0, 7.0, 7.0, 5.0, 7.0, 8.0, 5.0, 3.0, 6.0, 1.0, 0.0, 3.0, 5.0, 3.0, 4.0, 1.0, 0.0, 3.0, 0.0, 0.0, 2.0, 3.0, 1.0, 0.0, 1.0, 3.0, 0.0, 0.0, 1.0], "bins": [-0.0067017581313848495, -0.006530797574669123, -0.006359837017953396, -0.006188876461237669, -0.006017915904521942, -0.005846954882144928, -0.005675994325429201, -0.005505033768713474, -0.005334073211997747, -0.005163112655282021, -0.004992152098566294, -0.004821191541850567, -0.004650230519473553, -0.004479269962757826, -0.004308309406042099, -0.004137348849326372, -0.003966388292610645, -0.0037954277358949184, -0.0036244671791791916, -0.003453506389632821, -0.0032825458329170942, -0.0031115852762013674, -0.002940624486654997, -0.00276966392993927, -0.002598703373223543, -0.0024277428165078163, -0.0022567822597920895, -0.002085821470245719, -0.001914860913529992, -0.0017439003568142653, -0.0015729396836832166, -0.001401979010552168, -0.001231018453836441, -0.0010600578971207142, -0.0008890972239896655, -0.0007181366090662777, -0.00054717599414289, -0.0003762153792195022, -0.00020525476429611444, -3.429414937272668e-05, 0.0001366664655506611, 0.00030762708047404885, 0.0004785876953974366, 0.0006495483103208244, 0.0008205089252442122, 0.000991469481959939, 0.0011624301550909877, 0.0013333908282220364, 0.0015043513849377632, 0.00167531194165349, 0.0018462726147845387, 0.0020172332879155874, 0.0021881938446313143, 0.002359154401347041, 0.0025301151908934116, 0.0027010757476091385, 0.0028720363043248653, 0.003042996861040592, 0.003213957417756319, 0.0033849182073026896, 0.0035558787640184164, 0.0037268393207341433, 0.0038978001102805138, 0.004068760666996241, 0.0042397212237119675]}, "gradients/layers.5.weight": {"_type": "histogram", "values": [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, 2.0, 1.0, 0.0, 1.0, 1.0, 4.0, 7.0, 8.0, 11.0, 19.0, 21.0, 37.0, 43.0, 69.0, 121.0, 212.0, 317.0, 525.0, 771.0, 1186.0, 1930.0, 3042.0, 3338.0, 1611.0, 937.0, 631.0, 461.0, 314.0, 199.0, 178.0, 105.0, 84.0, 44.0, 51.0, 35.0, 19.0, 14.0, 4.0, 6.0, 2.0, 6.0, 6.0, 2.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.019725006073713303, -0.019180743023753166, -0.01863648183643818, -0.018092218786478043, -0.017547957599163055, -0.01700369454920292, -0.016459433361887932, -0.015915170311927795, -0.015370908193290234, -0.014826646074652672, -0.01428238395601511, -0.013738121837377548, -0.013193858787417412, -0.01264959666877985, -0.012105334550142288, -0.011561072431504726, -0.011016810312867165, -0.010472548194229603, -0.009928286075592041, -0.00938402395695448, -0.008839761838316917, -0.008295498788356781, -0.007751236669719219, -0.007206974551081657, -0.006662712432444096, -0.006118450313806534, -0.005574188195168972, -0.005029925610870123, -0.004485663492232561, -0.003941401373594999, -0.003397139022126794, -0.0028528766706585884, -0.0023086145520210266, -0.001764352316968143, -0.0012200900819152594, -0.0006758278468623757, -0.0001315656118094921, 0.0004126966232433915, 0.0009569588582962751, 0.0015012210933491588, 0.0020454833284020424, 0.002589745447039604, 0.0031340077985078096, 0.003678270149976015, 0.004222532268613577, 0.004766794387251139, 0.005311056971549988, 0.00585531909018755, 0.006399581208825111, 0.006943843327462673, 0.007488105446100235, 0.008032367564737797, 0.008576629683375359, 0.009120892733335495, 0.009665154851973057, 0.010209416970610619, 0.01075367908924818, 0.011297941207885742, 0.011842203326523304, 0.012386465445160866, 0.012930728495121002, 0.013474990613758564, 0.014019252732396126, 0.014563514851033688, 0.01510777696967125]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [1.0, 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, 2.0, 2.0, 0.0, 2.0, 2.0, 0.0, 2.0, 4.0, 3.0, 4.0, 4.0, 3.0, 5.0, 8.0, 4.0, 5.0, 3.0, 1.0, 7.0, 3.0, 7.0, 7.0, 6.0, 4.0, 2.0, 4.0, 3.0, 2.0, 1.0, 5.0, 1.0, 2.0, 2.0, 2.0, 0.0, 1.0, 0.0, 3.0, 2.0, 1.0, 0.0, 2.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.007591108791530132, -0.007372075226157904, -0.007153041660785675, -0.006934008561074734, -0.006714974995702505, -0.0064959414303302765, -0.006276907864958048, -0.0060578747652471066, -0.005838841199874878, -0.005619807634502649, -0.005400774069130421, -0.005181740503758192, -0.004962707404047251, -0.004743673838675022, -0.0045246402733027935, -0.004305606707930565, -0.0040865736082196236, -0.0038675398100167513, -0.0036485064774751663, -0.0034294729121029377, -0.0032104395795613527, -0.002991406014189124, -0.002772372681647539, -0.0025533391162753105, -0.002334305550903082, -0.002115272218361497, -0.0018962387694045901, -0.0016772053204476833, -0.0014581717550754547, -0.001239138306118548, -0.0010201048571616411, -0.0008010714082047343, -0.0005820379592478275, -0.00036300451029092073, -0.00014397103223018348, 7.506243127863854e-05, 0.00029409589478746057, 0.0005131293437443674, 0.0007321628509089351, 0.0009511962998658419, 0.0011702297488227487, 0.0013892631977796555, 0.0016082966467365623, 0.001827330095693469, 0.0020463636610656977, 0.0022653969936072826, 0.0024844305589795113, 0.0027034638915210962, 0.002922497456893325, 0.0031415310222655535, 0.0033605643548071384, 0.003579597920179367, 0.003798631252720952, 0.004017664585262537, 0.004236698150634766, 0.004455731716006994, 0.004674765281379223, 0.0048937988467514515, 0.005112831946462393, 0.005331865511834621, 0.00555089907720685, 0.005769932642579079, 0.00598896574229002, 0.006207999307662249, 0.006427032873034477]}, "gradients/layers.2.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 0.0, 2.0, 2.0, 1.0, 3.0, 7.0, 12.0, 12.0, 22.0, 25.0, 30.0, 42.0, 73.0, 82.0, 119.0, 189.0, 304.0, 406.0, 599.0, 904.0, 1344.0, 2013.0, 3137.0, 2483.0, 1580.0, 986.0, 662.0, 436.0, 280.0, 192.0, 131.0, 71.0, 82.0, 43.0, 29.0, 21.0, 14.0, 14.0, 5.0, 4.0, 4.0, 2.0, 1.0, 1.0, 2.0, 3.0, 0.0, 1.0, 1.0, 0.0, 0.0, 2.0], "bins": [-0.04011526703834534, -0.03896663710474968, -0.03781801089644432, -0.03666938096284866, -0.035520754754543304, -0.03437212482094765, -0.03322349488735199, -0.03207486867904663, -0.030926238745450974, -0.029777610674500465, -0.028628982603549957, -0.0274803526699543, -0.026331724599003792, -0.025183096528053284, -0.024034466594457626, -0.022885838523507118, -0.02173721045255661, -0.020588582381606102, -0.019439954310655594, -0.018291324377059937, -0.01714269630610943, -0.01599406823515892, -0.014845439232885838, -0.013696810230612755, -0.012548182159662247, -0.011399554088711739, -0.010250925086438656, -0.009102296084165573, -0.007953668013215065, -0.00680503947660327, -0.005656410939991474, -0.004507782403379679, -0.0033591538667678833, -0.002210525330156088, -0.0010618967935442924, 8.673174306750298e-05, 0.0012353602796792984, 0.002383988816291094, 0.0035326173529028893, 0.004681245889514685, 0.00582987442612648, 0.0069785029627382755, 0.008127131499350071, 0.009275760501623154, 0.010424388572573662, 0.01157301664352417, 0.012721645645797253, 0.013870274648070335, 0.015018902719020844, 0.01616753078997135, 0.01731615886092186, 0.018464788794517517, 0.019613416865468025, 0.020762044936418533, 0.02191067487001419, 0.0230593029409647, 0.024207931011915207, 0.025356559082865715, 0.026505187153816223, 0.02765381708741188, 0.02880244515836239, 0.029951073229312897, 0.031099703162908554, 0.03224832937121391, 0.03339695930480957]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [1.0, 1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 1.0, 1.0, 2.0, 1.0, 2.0, 1.0, 1.0, 1.0, 1.0, 3.0, 2.0, 3.0, 4.0, 3.0, 6.0, 4.0, 7.0, 5.0, 4.0, 4.0, 7.0, 6.0, 11.0, 6.0, 6.0, 5.0, 0.0, 3.0, 2.0, 3.0, 3.0, 1.0, 3.0, 2.0, 0.0, 1.0, 2.0, 0.0, 2.0, 0.0, 0.0, 2.0, 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, 1.0], "bins": [-0.010884908959269524, -0.010496052913367748, -0.010107195936143398, -0.009718339890241623, -0.009329482913017273, -0.008940626867115498, -0.008551769889891148, -0.008162913843989372, -0.00777405733242631, -0.007385200820863247, -0.006996344309300184, -0.006607487797737122, -0.006218631751835346, -0.0058297752402722836, -0.005440918728709221, -0.005052062217146158, -0.0046632057055830956, -0.004274349194020033, -0.00388549268245697, -0.003496636403724551, -0.0031077798921614885, -0.002718923380598426, -0.002330067101866007, -0.0019412105903029442, -0.0015523540787398815, -0.0011634975671768188, -0.000774641172029078, -0.00038578471867367625, 3.071734681725502e-06, 0.00039192818803712726, 0.000780784641392529, 0.0011696410365402699, 0.0015584975481033325, 0.0019473540596663952, 0.002336210571229458, 0.002725066849961877, 0.0031139233615249395, 0.003502779873088002, 0.0038916361518204212, 0.004280492663383484, 0.0046693491749465466, 0.005058205686509609, 0.005447062198072672, 0.0058359187096357346, 0.00622477475553751, 0.006613631267100573, 0.007002487778663635, 0.007391344290226698, 0.007780200801789761, 0.008169056847691536, 0.008557913824915886, 0.008946769870817661, 0.009335626848042011, 0.009724482893943787, 0.010113339871168137, 0.010502195917069912, 0.010891051962971687, 0.011279908940196037, 0.011668764986097813, 0.012057621963322163, 0.012446478009223938, 0.012835334986448288, 0.013224191032350063, 0.013613048009574413, 0.014001904055476189]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 2.0, 1.0, 2.0, 2.0, 1.0, 1.0, 7.0, 7.0, 24.0, 23.0, 33.0, 42.0, 48.0, 79.0, 67.0, 110.0, 156.0, 185.0, 201.0, 267.0, 365.0, 478.0, 710.0, 998.0, 1433.0, 2037.0, 2990.0, 4022.0, 5808.0, 9128.0, 44569.0, 7622.0, 5067.0, 3785.0, 2749.0, 2078.0, 1514.0, 1043.0, 745.0, 566.0, 418.0, 301.0, 205.0, 146.0, 92.0, 61.0, 51.0, 25.0, 13.0, 14.0, 6.0, 11.0, 10.0, 9.0, 8.0, 5.0, 5.0, 4.0, 0.0, 2.0], "bins": [-0.013668878003954887, -0.013271369971334934, -0.012873862870037556, -0.012476354837417603, -0.01207884680479765, -0.01168133970350027, -0.011283831670880318, -0.010886323638260365, -0.010488815605640411, -0.010091308504343033, -0.00969380047172308, -0.009296292439103127, -0.008898785337805748, -0.008501277305185795, -0.008103769272565842, -0.007706261705607176, -0.00730875413864851, -0.006911246571689844, -0.006513738539069891, -0.006116230972111225, -0.005718722939491272, -0.005321215372532606, -0.00492370780557394, -0.004526199772953987, -0.004128692205995321, -0.0037311844062060118, -0.0033336766064167023, -0.0029361690394580364, -0.002538661239668727, -0.0021411534398794174, -0.0017436457565054297, -0.001346138073131442, -0.0009486302733421326, -0.000551122531760484, -0.0001536147901788354, 0.0002438929514028132, 0.0006414006929844618, 0.0010389084927737713, 0.001436416176147759, 0.0018339238595217466, 0.002231431659311056, 0.0026289394591003656, 0.003026447258889675, 0.003423954825848341, 0.0038214626256376505, 0.00421897042542696, 0.004616477992385626, 0.005013986025005579, 0.005411493591964245, 0.005809001158922911, 0.006206509191542864, 0.00660401675850153, 0.007001524791121483, 0.007399032358080149, 0.0077965399250388145, 0.008194047957658768, 0.008591555058956146, 0.0089890630915761, 0.009386571124196053, 0.009784079156816006, 0.010181586258113384, 0.010579094290733337, 0.01097660232335329, 0.011374109424650669, 0.011771617457270622]}, "_runtime": 132.92436170578003, "_timestamp": 1596226399.4244566, "_step": 50} -{"val_accuracy": 0.7974379280821917, "val_loss": 0.5415359272804434, "_runtime": 134.23355960845947, "_timestamp": 1596226400.7336545, "_step": 51} -{"examples": {"width": 28, "height": 28, "format": "png", "count": 4, "_type": "images", "captions": ["Prediction: X Confidence: 0.251 Truth: v", "Prediction: 5 Confidence: 1.000 Truth: 5", "Prediction: 2 Confidence: 0.999 Truth: 2", "Prediction: 0 Confidence: 0.629 Truth: 0"]}, "_runtime": 134.47820711135864, "_timestamp": 1596226400.978302, "_step": 52} -{"validation_metric": 0.7975884703196348, "_runtime": 135.33719539642334, "_timestamp": 1596226401.8372903, "_step": 53} diff --git a/wandb/run-20200731_221109-3nijzdz9/wandb-metadata.json b/wandb/run-20200731_221109-3nijzdz9/wandb-metadata.json deleted file mode 100644 index b2336e3..0000000 --- a/wandb/run-20200731_221109-3nijzdz9/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": "2020-07-31T20:11:09.701670", - "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\": \"MLP\", \"network_args\": {\"input_size\": 784, \"output_size\": 62, \"num_layers\": 3}, \"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": "2020-07-31T20:13:22.498307", - "exitcode": 0 -} diff --git a/wandb/run-20200731_221109-3nijzdz9/wandb-summary.json b/wandb/run-20200731_221109-3nijzdz9/wandb-summary.json deleted file mode 100644 index 2f90b8c..0000000 --- a/wandb/run-20200731_221109-3nijzdz9/wandb-summary.json +++ /dev/null @@ -1 +0,0 @@ -{"graph_0": {"_type": "graph-file", "path": "media/graph/graph_0_summary_7594abaf.graph.json", "sha256": "7594abafd0a5de429395dd2f57305c212ee66d58beb18b948753e224a20dfba3", "size": 1435}, "_runtime": 135.33719539642334, "gradients/layers.2.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 1.0, 0.0, 2.0, 2.0, 1.0, 3.0, 7.0, 12.0, 12.0, 22.0, 25.0, 30.0, 42.0, 73.0, 82.0, 119.0, 189.0, 304.0, 406.0, 599.0, 904.0, 1344.0, 2013.0, 3137.0, 2483.0, 1580.0, 986.0, 662.0, 436.0, 280.0, 192.0, 131.0, 71.0, 82.0, 43.0, 29.0, 21.0, 14.0, 14.0, 5.0, 4.0, 4.0, 2.0, 1.0, 1.0, 2.0, 3.0, 0.0, 1.0, 1.0, 0.0, 0.0, 2.0], "bins": [-0.04011526703834534, -0.03896663710474968, -0.03781801089644432, -0.03666938096284866, -0.035520754754543304, -0.03437212482094765, -0.03322349488735199, -0.03207486867904663, -0.030926238745450974, -0.029777610674500465, -0.028628982603549957, -0.0274803526699543, -0.026331724599003792, -0.025183096528053284, -0.024034466594457626, -0.022885838523507118, -0.02173721045255661, -0.020588582381606102, -0.019439954310655594, -0.018291324377059937, -0.01714269630610943, -0.01599406823515892, -0.014845439232885838, -0.013696810230612755, -0.012548182159662247, -0.011399554088711739, -0.010250925086438656, -0.009102296084165573, -0.007953668013215065, -0.00680503947660327, -0.005656410939991474, -0.004507782403379679, -0.0033591538667678833, -0.002210525330156088, -0.0010618967935442924, 8.673174306750298e-05, 0.0012353602796792984, 0.002383988816291094, 0.0035326173529028893, 0.004681245889514685, 0.00582987442612648, 0.0069785029627382755, 0.008127131499350071, 0.009275760501623154, 0.010424388572573662, 0.01157301664352417, 0.012721645645797253, 0.013870274648070335, 0.015018902719020844, 0.01616753078997135, 0.01731615886092186, 0.018464788794517517, 0.019613416865468025, 0.020762044936418533, 0.02191067487001419, 0.0230593029409647, 0.024207931011915207, 0.025356559082865715, 0.026505187153816223, 0.02765381708741188, 0.02880244515836239, 0.029951073229312897, 0.031099703162908554, 0.03224832937121391, 0.03339695930480957]}, "gradients/layers.2.bias": {"_type": "histogram", "values": [1.0, 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, 2.0, 2.0, 0.0, 2.0, 2.0, 0.0, 2.0, 4.0, 3.0, 4.0, 4.0, 3.0, 5.0, 8.0, 4.0, 5.0, 3.0, 1.0, 7.0, 3.0, 7.0, 7.0, 6.0, 4.0, 2.0, 4.0, 3.0, 2.0, 1.0, 5.0, 1.0, 2.0, 2.0, 2.0, 0.0, 1.0, 0.0, 3.0, 2.0, 1.0, 0.0, 2.0, 1.0, 1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.007591108791530132, -0.007372075226157904, -0.007153041660785675, -0.006934008561074734, -0.006714974995702505, -0.0064959414303302765, -0.006276907864958048, -0.0060578747652471066, -0.005838841199874878, -0.005619807634502649, -0.005400774069130421, -0.005181740503758192, -0.004962707404047251, -0.004743673838675022, -0.0045246402733027935, -0.004305606707930565, -0.0040865736082196236, -0.0038675398100167513, -0.0036485064774751663, -0.0034294729121029377, -0.0032104395795613527, -0.002991406014189124, -0.002772372681647539, -0.0025533391162753105, -0.002334305550903082, -0.002115272218361497, -0.0018962387694045901, -0.0016772053204476833, -0.0014581717550754547, -0.001239138306118548, -0.0010201048571616411, -0.0008010714082047343, -0.0005820379592478275, -0.00036300451029092073, -0.00014397103223018348, 7.506243127863854e-05, 0.00029409589478746057, 0.0005131293437443674, 0.0007321628509089351, 0.0009511962998658419, 0.0011702297488227487, 0.0013892631977796555, 0.0016082966467365623, 0.001827330095693469, 0.0020463636610656977, 0.0022653969936072826, 0.0024844305589795113, 0.0027034638915210962, 0.002922497456893325, 0.0031415310222655535, 0.0033605643548071384, 0.003579597920179367, 0.003798631252720952, 0.004017664585262537, 0.004236698150634766, 0.004455731716006994, 0.004674765281379223, 0.0048937988467514515, 0.005112831946462393, 0.005331865511834621, 0.00555089907720685, 0.005769932642579079, 0.00598896574229002, 0.006207999307662249, 0.006427032873034477]}, "gradients/layers.0.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 2.0, 1.0, 2.0, 2.0, 1.0, 1.0, 7.0, 7.0, 24.0, 23.0, 33.0, 42.0, 48.0, 79.0, 67.0, 110.0, 156.0, 185.0, 201.0, 267.0, 365.0, 478.0, 710.0, 998.0, 1433.0, 2037.0, 2990.0, 4022.0, 5808.0, 9128.0, 44569.0, 7622.0, 5067.0, 3785.0, 2749.0, 2078.0, 1514.0, 1043.0, 745.0, 566.0, 418.0, 301.0, 205.0, 146.0, 92.0, 61.0, 51.0, 25.0, 13.0, 14.0, 6.0, 11.0, 10.0, 9.0, 8.0, 5.0, 5.0, 4.0, 0.0, 2.0], "bins": [-0.013668878003954887, -0.013271369971334934, -0.012873862870037556, -0.012476354837417603, -0.01207884680479765, -0.01168133970350027, -0.011283831670880318, -0.010886323638260365, -0.010488815605640411, -0.010091308504343033, -0.00969380047172308, -0.009296292439103127, -0.008898785337805748, -0.008501277305185795, -0.008103769272565842, -0.007706261705607176, -0.00730875413864851, -0.006911246571689844, -0.006513738539069891, -0.006116230972111225, -0.005718722939491272, -0.005321215372532606, -0.00492370780557394, -0.004526199772953987, -0.004128692205995321, -0.0037311844062060118, -0.0033336766064167023, -0.0029361690394580364, -0.002538661239668727, -0.0021411534398794174, -0.0017436457565054297, -0.001346138073131442, -0.0009486302733421326, -0.000551122531760484, -0.0001536147901788354, 0.0002438929514028132, 0.0006414006929844618, 0.0010389084927737713, 0.001436416176147759, 0.0018339238595217466, 0.002231431659311056, 0.0026289394591003656, 0.003026447258889675, 0.003423954825848341, 0.0038214626256376505, 0.00421897042542696, 0.004616477992385626, 0.005013986025005579, 0.005411493591964245, 0.005809001158922911, 0.006206509191542864, 0.00660401675850153, 0.007001524791121483, 0.007399032358080149, 0.0077965399250388145, 0.008194047957658768, 0.008591555058956146, 0.0089890630915761, 0.009386571124196053, 0.009784079156816006, 0.010181586258113384, 0.010579094290733337, 0.01097660232335329, 0.011374109424650669, 0.011771617457270622]}, "gradients/layers.8.bias": {"_type": "histogram", "values": [1.0, 0.0, 1.0, 0.0, 1.0, 0.0, 0.0, 1.0, 1.0, 0.0, 2.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 5.0, 3.0, 2.0, 1.0, 1.0, 1.0, 2.0, 1.0, 2.0, 2.0, 1.0, 0.0, 3.0, 1.0, 1.0, 3.0, 1.0, 3.0, 4.0, 2.0, 1.0, 0.0, 3.0, 1.0, 1.0, 0.0, 1.0, 2.0, 0.0, 1.0, 1.0, 1.0, 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, 1.0], "bins": [-0.006591938901692629, -0.006370842922478914, -0.006149747408926487, -0.005928651429712772, -0.005707555450499058, -0.0054864599369466305, -0.005265363957732916, -0.005044268444180489, -0.004823172464966774, -0.004602076485753059, -0.004380980972200632, -0.0041598849929869175, -0.00393878947943449, -0.0037176935002207756, -0.003496597521007061, -0.00327550177462399, -0.003054406028240919, -0.002833310281857848, -0.0026122145354747772, -0.0023911185562610626, -0.0021700228098779917, -0.0019489270634949207, -0.001727831200696528, -0.0015067353378981352, -0.0012856395915150642, -0.0010645438451319933, -0.0008434479823336005, -0.0006223521777428687, -0.0004012563731521368, -0.00018016056856140494, 4.0935236029326916e-05, 0.0002620310406200588, 0.00048312684521079063, 0.0007042226498015225, 0.0009253184543922544, 0.0011464143171906471, 0.001367510063573718, 0.001588605809956789, 0.0018097016727551818, 0.0020307975355535746, 0.0022518932819366455, 0.0024729890283197165, 0.0026940847747027874, 0.002915180753916502, 0.003136276500299573, 0.003357372246682644, 0.0035784682258963585, 0.0037995639722794294, 0.0040206597186625, 0.004241755697876215, 0.004462851211428642, 0.004683947190642357, 0.0049050431698560715, 0.005126138683408499, 0.005347234662622213, 0.005568330176174641, 0.005789426155388355, 0.00601052213460207, 0.006231617648154497, 0.006452713627368212, 0.006673809140920639, 0.006894905120134354, 0.007116001099348068, 0.0073370966129004955, 0.00755819259211421]}, "gradients/layers.0.bias": {"_type": "histogram", "values": [1.0, 1.0, 0.0, 0.0, 0.0, 2.0, 0.0, 0.0, 1.0, 1.0, 2.0, 1.0, 2.0, 1.0, 1.0, 1.0, 1.0, 3.0, 2.0, 3.0, 4.0, 3.0, 6.0, 4.0, 7.0, 5.0, 4.0, 4.0, 7.0, 6.0, 11.0, 6.0, 6.0, 5.0, 0.0, 3.0, 2.0, 3.0, 3.0, 1.0, 3.0, 2.0, 0.0, 1.0, 2.0, 0.0, 2.0, 0.0, 0.0, 2.0, 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, 1.0], "bins": [-0.010884908959269524, -0.010496052913367748, -0.010107195936143398, -0.009718339890241623, -0.009329482913017273, -0.008940626867115498, -0.008551769889891148, -0.008162913843989372, -0.00777405733242631, -0.007385200820863247, -0.006996344309300184, -0.006607487797737122, -0.006218631751835346, -0.0058297752402722836, -0.005440918728709221, -0.005052062217146158, -0.0046632057055830956, -0.004274349194020033, -0.00388549268245697, -0.003496636403724551, -0.0031077798921614885, -0.002718923380598426, -0.002330067101866007, -0.0019412105903029442, -0.0015523540787398815, -0.0011634975671768188, -0.000774641172029078, -0.00038578471867367625, 3.071734681725502e-06, 0.00039192818803712726, 0.000780784641392529, 0.0011696410365402699, 0.0015584975481033325, 0.0019473540596663952, 0.002336210571229458, 0.002725066849961877, 0.0031139233615249395, 0.003502779873088002, 0.0038916361518204212, 0.004280492663383484, 0.0046693491749465466, 0.005058205686509609, 0.005447062198072672, 0.0058359187096357346, 0.00622477475553751, 0.006613631267100573, 0.007002487778663635, 0.007391344290226698, 0.007780200801789761, 0.008169056847691536, 0.008557913824915886, 0.008946769870817661, 0.009335626848042011, 0.009724482893943787, 0.010113339871168137, 0.010502195917069912, 0.010891051962971687, 0.011279908940196037, 0.011668764986097813, 0.012057621963322163, 0.012446478009223938, 0.012835334986448288, 0.013224191032350063, 0.013613048009574413, 0.014001904055476189]}, "gradients/layers.5.bias": {"_type": "histogram", "values": [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, 1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 1.0, 1.0, 3.0, 4.0, 2.0, 2.0, 2.0, 1.0, 3.0, 3.0, 3.0, 3.0, 5.0, 2.0, 0.0, 2.0, 7.0, 7.0, 7.0, 5.0, 7.0, 8.0, 5.0, 3.0, 6.0, 1.0, 0.0, 3.0, 5.0, 3.0, 4.0, 1.0, 0.0, 3.0, 0.0, 0.0, 2.0, 3.0, 1.0, 0.0, 1.0, 3.0, 0.0, 0.0, 1.0], "bins": [-0.0067017581313848495, -0.006530797574669123, -0.006359837017953396, -0.006188876461237669, -0.006017915904521942, -0.005846954882144928, -0.005675994325429201, -0.005505033768713474, -0.005334073211997747, -0.005163112655282021, -0.004992152098566294, -0.004821191541850567, -0.004650230519473553, -0.004479269962757826, -0.004308309406042099, -0.004137348849326372, -0.003966388292610645, -0.0037954277358949184, -0.0036244671791791916, -0.003453506389632821, -0.0032825458329170942, -0.0031115852762013674, -0.002940624486654997, -0.00276966392993927, -0.002598703373223543, -0.0024277428165078163, -0.0022567822597920895, -0.002085821470245719, -0.001914860913529992, -0.0017439003568142653, -0.0015729396836832166, -0.001401979010552168, -0.001231018453836441, -0.0010600578971207142, -0.0008890972239896655, -0.0007181366090662777, -0.00054717599414289, -0.0003762153792195022, -0.00020525476429611444, -3.429414937272668e-05, 0.0001366664655506611, 0.00030762708047404885, 0.0004785876953974366, 0.0006495483103208244, 0.0008205089252442122, 0.000991469481959939, 0.0011624301550909877, 0.0013333908282220364, 0.0015043513849377632, 0.00167531194165349, 0.0018462726147845387, 0.0020172332879155874, 0.0021881938446313143, 0.002359154401347041, 0.0025301151908934116, 0.0027010757476091385, 0.0028720363043248653, 0.003042996861040592, 0.003213957417756319, 0.0033849182073026896, 0.0035558787640184164, 0.0037268393207341433, 0.0038978001102805138, 0.004068760666996241, 0.0042397212237119675]}, "_timestamp": 1596226401.8372903, "gradients/layers.8.weight": {"_type": "histogram", "values": [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 2.0, 1.0, 0.0, 1.0, 0.0, 1.0, 3.0, 3.0, 0.0, 1.0, 2.0, 6.0, 4.0, 7.0, 11.0, 17.0, 15.0, 28.0, 36.0, 44.0, 46.0, 58.0, 95.0, 135.0, 173.0, 259.0, 409.0, 754.0, 4065.0, 732.0, 347.0, 202.0, 120.0, 87.0, 75.0, 44.0, 35.0, 33.0, 22.0, 13.0, 5.0, 7.0, 7.0, 10.0, 3.0, 4.0, 2.0, 2.0, 1.0, 1.0, 2.0, 2.0, 0.0, 1.0, 0.0, 1.0, 1.0], "bins": [-0.06894517689943314, -0.06698617339134216, -0.06502716988325119, -0.06306816637516022, -0.061109162867069244, -0.05915015563368797, -0.057191152125597, -0.05523214861750603, -0.053273145109415054, -0.05131414160132408, -0.04935513809323311, -0.047396134585142136, -0.045437127351760864, -0.04347812384366989, -0.04151912033557892, -0.039560116827487946, -0.03760111331939697, -0.035642109811306, -0.03368310630321503, -0.031724102795124054, -0.029765097424387932, -0.02780609391629696, -0.025847088545560837, -0.023888085037469864, -0.02192908152937889, -0.019970078021287918, -0.018011074513196945, -0.016052069142460823, -0.01409306563436985, -0.012134062126278877, -0.01017505768686533, -0.008216053247451782, -0.006257049739360809, -0.004298045765608549, -0.002339041791856289, -0.0003800378181040287, 0.0015789661556482315, 0.0035379701294004917, 0.005496974103152752, 0.007455978076905012, 0.009414982050657272, 0.011373985558748245, 0.013332989998161793, 0.01529199443757534, 0.017250997945666313, 0.019210001453757286, 0.021169006824493408, 0.02312801033258438, 0.025087013840675354, 0.027046017348766327, 0.0290050208568573, 0.030964026227593422, 0.032923027873039246, 0.03488203510642052, 0.03684103861451149, 0.03880004212260246, 0.040759045630693436, 0.04271804913878441, 0.04467705264687538, 0.046636056154966354, 0.048595063388347626, 0.0505540668964386, 0.05251307040452957, 0.054472073912620544, 0.05643107742071152]}, "_step": 53, "gradients/layers.5.weight": {"_type": "histogram", "values": [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, 2.0, 1.0, 0.0, 1.0, 1.0, 4.0, 7.0, 8.0, 11.0, 19.0, 21.0, 37.0, 43.0, 69.0, 121.0, 212.0, 317.0, 525.0, 771.0, 1186.0, 1930.0, 3042.0, 3338.0, 1611.0, 937.0, 631.0, 461.0, 314.0, 199.0, 178.0, 105.0, 84.0, 44.0, 51.0, 35.0, 19.0, 14.0, 4.0, 6.0, 2.0, 6.0, 6.0, 2.0, 1.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0], "bins": [-0.019725006073713303, -0.019180743023753166, -0.01863648183643818, -0.018092218786478043, -0.017547957599163055, -0.01700369454920292, -0.016459433361887932, -0.015915170311927795, -0.015370908193290234, -0.014826646074652672, -0.01428238395601511, -0.013738121837377548, -0.013193858787417412, -0.01264959666877985, -0.012105334550142288, -0.011561072431504726, -0.011016810312867165, -0.010472548194229603, -0.009928286075592041, -0.00938402395695448, -0.008839761838316917, -0.008295498788356781, -0.007751236669719219, -0.007206974551081657, -0.006662712432444096, -0.006118450313806534, -0.005574188195168972, -0.005029925610870123, -0.004485663492232561, -0.003941401373594999, -0.003397139022126794, -0.0028528766706585884, -0.0023086145520210266, -0.001764352316968143, -0.0012200900819152594, -0.0006758278468623757, -0.0001315656118094921, 0.0004126966232433915, 0.0009569588582962751, 0.0015012210933491588, 0.0020454833284020424, 0.002589745447039604, 0.0031340077985078096, 0.003678270149976015, 0.004222532268613577, 0.004766794387251139, 0.005311056971549988, 0.00585531909018755, 0.006399581208825111, 0.006943843327462673, 0.007488105446100235, 0.008032367564737797, 0.008576629683375359, 0.009120892733335495, 0.009665154851973057, 0.010209416970610619, 0.01075367908924818, 0.011297941207885742, 0.011842203326523304, 0.012386465445160866, 0.012930728495121002, 0.013474990613758564, 0.014019252732396126, 0.014563514851033688, 0.01510777696967125]}, "val_loss": 0.5415359272804434, "val_accuracy": 0.7974379280821917, "examples": {"width": 28, "height": 28, "format": "png", "count": 4, "_type": "images", "captions": ["Prediction: X Confidence: 0.251 Truth: v", "Prediction: 5 Confidence: 1.000 Truth: 5", "Prediction: 2 Confidence: 0.999 Truth: 2", "Prediction: 0 Confidence: 0.629 Truth: 0"]}, "validation_metric": 0.7975884703196348} |
