콘솔 로그

wandb: Starting Run: abc123
wandb: Run data is saved locally in ./wandb/run-20240125_120000-abc123

WARNING Found .wandb file, not streaming tensorboard metrics.
WARNING These runs were logged with a previous version of wandb.

ERROR Unable to save notebook session history.
ERROR Failed to save notebook.

import wandb

settings = wandb.Settings(
    show_errors=True,  # W&B App에 오류 메시지 표시
    silent=False,      # 모든 W&B 콘솔 출력 비활성화
    show_warnings=True # W&B App에 경고 메시지 표시
)

with wandb.init(settings=settings) as run:
    # 트레이닝 코드를 여기에 작성하세요
    run.log({"accuracy": 0.95})

import wandb

with wandb.init(project="my-project") as run:
    for i in range(100, 1000, 100):
        # W&B에 로그를 기록하고 콘솔에 출력합니다
        run.log({"epoch": i, "loss": 0.1 * i})
        print(f"epoch: {i} loss: {0.1 * i}")

1 epoch:  100 loss: 1.3191105127334595
2 epoch:  200 loss: 0.8664389848709106
3 epoch:  300 loss: 0.6157898902893066
4 epoch:  400 loss: 0.4961796700954437
5 epoch:  500 loss: 0.42592573165893555
6 epoch:  600 loss: 0.3771176040172577
7 epoch:  700 loss: 0.3393910825252533
8 epoch:  800 loss: 0.3082585036754608
9 epoch:  900 loss: 0.28154927492141724

import wandb

# 기본 노드에서 run 초기화
with wandb.init(
    entity="entity",
    project="project",
    settings=wandb.Settings(
        x_label="custom_label"  # (선택) 로그 필터링을 위한 맞춤형 레이블
    )
) as run:
    # 여기에 코드 작성