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Group: CIFAR10-Noise-lr0.5

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of 1

Tags

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Author

krenerd77

State

Crashed

Start time

September 11th, 2022 4:40:23 PM

Runtime

38s

Tracked hours

36s

Run path

krenerd77/CIFAR10-classification/3gpcn8pj

Linux-5.10.133+-x86_64-with-Ubuntu-18.04-bionic

Python version

3.7.13

Git repository

git clone https://github.com/krenerd/awesome-modular-pytorch-lightning

Git state

git checkout -b "CIFAR10-Noise-lr0.5-cycle_0-callbacks.GradientNoise.args.eta_0.0-Sep11_16-40-13" 2d4d80e3e742119a0b80aa9addbbec115d5c3605

Command

hyperparameter_sweep.py --name CIFAR10-Noise-lr0.5 -k callbacks.GradientNoise.args.eta -t float -v 0.0 0.01 0.1 1.0 --set_same_group --config configs/utils/dont-download-data.yaml configs/algorithms/gradient_noise/decaying.yaml configs/vision/classification/resnet-cifar100.yaml configs/vision/models/resnet/resnet18-custom.yaml configs/data/cifar10-kuangliu.yaml configs/device/gpu.yaml configs/utils/wandb.yaml configs/utils/train.yaml

System Hardware

CPU count	2
GPU count	1
GPU type	Tesla P100-PCIE-16GB

W&B CLI Version

0.13.3

Group

CIFAR10-Noise-lr0.5

Config parameters are your model's inputs. Learn more

▶
Config parameters:{} 90 keys
- callbacks/GradientNoise/args/eta:
  0
- callbacks/GradientNoise/args/gamma:
  0.55
- callbacks/GradientNoise/name:
  "DecayingGradientNoiseCallback"
- callbacks/LearningRateMonitor/args/args/logging_interval:
  "epoch"
- callbacks/LearningRateMonitor/args/name:
  "LearningRateMonitor"
- callbacks/LearningRateMonitor/name:
  "LightningCallback"
- callbacks/ModelCheckpoint/args/args/mode:
  "max"
- callbacks/ModelCheckpoint/args/args/monitor:
  "epoch_val/accuracy"
- callbacks/ModelCheckpoint/args/args/save_last:
  true
- callbacks/ModelCheckpoint/args/args/save_top_k:
  1
- callbacks/ModelCheckpoint/args/name:
  "ModelCheckpoint"
- callbacks/ModelCheckpoint/name:
  "LightningCallback"
- ▶
  const/label_map:[] 10 items
- ▶
  const/normalization_mean:[] 3 items
  - 0:
    0.4914
  - 1:
    0.4822
  - 2:
    0.4465
- ▶
  const/normalization_std:[] 3 items
  - 0:
    0.2023
  - 1:
    0.1994
  - 2:
    0.201
- const/num_classes:
  10
- const/task:
  "image classification"
- dataloader/base_dataloader/batch_size:
  64
- dataloader/base_dataloader/shuffle:
  true
- dataloader/trn/shuffle:
  true
- dataloader/val/drop_last:
  false
- dataloader/val/shuffle:
  false
- dataset/dataset_base_cfg/args/args/root:
  "./cifar10"
- dataset/dataset_base_cfg/args/name:
  "CIFAR10"
- dataset/dataset_base_cfg/download:
  false
- dataset/dataset_base_cfg/name:
  "TorchvisionDataset"
- dataset/dataset_subset_cfg/trn/args/args/download:
  true
- dataset/dataset_subset_cfg/trn/args/args/train:
  true
- dataset/dataset_subset_cfg/trn/download:
  false
- dataset/dataset_subset_cfg/val/args/args/train:
  false
- dataset/dataset_subset_cfg/val/download:
  false
- dataset/initial_transform/name:
  "TupleToClassificationData"
- DEBUG_MODE:
  false
- ▶
  debug/network_summary/input_shape:[] 3 items
  - 0:
    3
  - 1:
    32
  - 2:
    32
- ▶
  debug/view_train_augmentation/normalization_mean:[] 3 items
  - 0:
    0.4914
  - 1:
    0.4822
  - 2:
    0.4465
- ▶
  debug/view_train_augmentation/normalization_std:[] 3 items
  - 0:
    0.2023
  - 1:
    0.1994
  - 2:
    0.201
- debug/view_train_augmentation/plot_size:
  5
- ▶
  debug/view_train_augmentation/resize_to:[] 2 items
  - 0:
    256
  - 1:
    256
- debug/view_train_augmentation/save_to:
  "vis/training_samples.png"
- ▶
  debug/view_train_augmentation/subplot_dim:[] 2 items
  - 0:
    4
  - 1:
    4
- model/backbone/name:
  "ResNet18"
- model/backbone/out_features:
  512
- model/init_hook/low_res/name:
  "ResNetLowResHead"
- model/modules/classifier/args/dropout:
  0.2
- model/modules/classifier/args/in_features:
  512
- model/modules/classifier/args/num_classes:
  10
- ▶
  transform:[] 2 items
  - ▶
    0:[] 2 items
    - 0:
      "trn"
    - ▶
      1:[] 2 items
      - ▶
        0:{} 2 keys
        ▶
        args:{} 2 keys
        ▶
        args:{} 2 keys
        padding:
        4
        size:
        32
        name:
        "RandomCrop"
        name:
        "TorchvisionTransform"
      - ▶
        1:{} 2 keys
        ▶
        args:{} 1 key
        name:
        "RandomHorizontalFlip"
        name:
        "TorchvisionTransform"
  - ▶
    1:[] 2 items
    - 0:
      "trn,val"
    - ▶
      1:[] 2 items
      - ▶
        0:{} 2 keys
        args:{} 0 keys
        name:
        "ImageToTensor"
      - ▶
        1:{} 2 keys
        ▶
        args:{} 2 keys
        ▶
        mean:[] 3 items
        0:
        0.4914
        1:
        0.4822
        2:
        0.4465
        ▶
        std:[] 3 items
        0:
        0.2023
        1:
        0.1994
        2:
        0.201
        name:
        "Normalize"
- VERBOSE:
  "DEFAULT"
- wandb/group:
  "CIFAR10-Noise-lr0.5"
- wandb/project:
  "CIFAR10-classification"

Summary metrics are your model's outputs. Learn more

▶
Summary metrics:{} 7 keys
- epoch:
  0
- ▶
  epoch_val/confusion_matrix:{} 7 keys
- lr-SGD:
  0.5
- step/main_loss:
  2.35531234741211
- step/noise-sigma:
  0
- step/train_loss:
  2.35531234741211
- trainer/global_step:
  399

This run produced these artifacts as outputs. Total: 1. Learn more

wandb-history

run-3gpcn8pj-history:v0