Spaces:
Runtime error
Runtime error
File size: 1,138 Bytes
cf754af |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 |
# @package _global_
# to execute this experiment run:
# python train.py experiment=catdog_ex
defaults:
- override /paths: catdog
- override /data: catdog
- override /model: catdog_classifier_convnext
- override /callbacks: default
- override /logger: default
- override /trainer: default
# all parameters below will be merged with parameters from default configurations set above
# this allows you to overwrite only specified parameters
seed: 42
name: "catdog_experiment_convnext"
# Logger-specific configurations
logger:
aim:
experiment: ${name}
mlflow:
experiment_name: ${name}
tags:
model_type: "timm_classify"
data:
batch_size: 64
num_workers: 8
pin_memory: True
image_size: 160
model:
base_model: convnext_tiny.fb_in22k_ft_in1k
pretrained: True
lr: 1e-3
weight_decay: 1e-5
factor: 0.1
patience: 5
min_lr: 1e-6
num_classes: 2
kernel_sizes: 7
trainer:
min_epochs: 1
max_epochs: 3
callbacks:
model_checkpoint:
monitor: "val_acc"
mode: "max"
save_top_k: 1
save_last: True
early_stopping:
monitor: "val_acc"
patience: 3
mode: "max"
|