Console logs

import wandb

settings = wandb.Settings(
    show_errors=True,
    silent=False,
    show_warnings=True,
)

with wandb.init(settings=settings) as run:
    run.log({"accuracy": 0.95})

import wandb

with wandb.init(
    project="my-project",
    settings=wandb.Settings(
        console_multipart=True,
        console_chunk_max_bytes=1_000_000,  # 약 1MB마다 새 청크로 전환
        console_chunk_max_seconds=60,     # 또는 60초마다 전환(둘 중 먼저 도달하는 조건 적용)
    ),
) as run:
    print("Logs upload in chunks while this run is active.")

import wandb

with wandb.init(project="my-project") as run:
    for i in range(100, 1000, 100):
        # W&B에 로깅하고 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-NAME]",
    project="[PROJECT-NAME]",
    settings=wandb.Settings(
        x_label="[CUSTOM-LABEL]"  # (선택) 로그 필터링용 맞춤형 레이블
    )
) as run:
    # 여기에 코드 작성