timm
/

Image Classification
timm
PyTorch
Safetensors
rwightman HF staff commited on
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e0019cd
1 Parent(s): c3757b4

Upload train_hparams.yaml with huggingface_hub

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  1. train_hparams.yaml +149 -0
train_hparams.yaml ADDED
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+ aa: rand-m6-inc1-mstd1.0-n3
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+ amp: true
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+ amp_dtype: float16
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+ amp_impl: native
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+ aug_repeats: 3.0
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+ aug_splits: 0
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+ batch_size: 256
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+ bce_loss: false
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+ bce_pos_weight: null
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+ bce_sum: false
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+ bce_target_thresh: null
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+ bn_eps: null
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+ bn_momentum: null
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+ channels_last: false
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+ checkpoint_hist: 10
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+ class_map: ''
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+ clip_grad: 5.0
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+ clip_mode: norm
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+ color_jitter: null
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+ color_jitter_prob: null
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+ cooldown_epochs: 10
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+ crop_pct: 0.95
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+ cutmix: 1.0
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+ cutmix_minmax: null
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+ data: null
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+ data_dir: /data/f/imagenet/
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+ dataset: imagenet
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+ dataset_download: false
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+ decay_epochs: 100
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+ decay_milestones:
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+ - 90
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+ - 180
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+ - 270
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+ decay_rate: 0.1
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+ device: cuda
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+ device_modules: null
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+ dist_bn: reduce
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+ drop: 0.0
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+ drop_block: null
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+ drop_connect: null
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+ drop_path: 0.2
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+ epoch_repeats: 0.0
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+ epochs: 450
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+ eval_metric: top1
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+ experiment: ''
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+ fast_norm: false
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+ force_cpu: false
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+ fuser: ''
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+ gaussian_blur_prob: null
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+ gp: null
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+ grad_accum_steps: 1
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+ grad_checkpointing: false
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+ grayscale_prob: null
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+ head_init_bias: null
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+ head_init_scale: 0.0
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+ hflip: 0.5
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+ img_size: 256
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+ in_chans: null
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+ initial_checkpoint: ''
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+ input_img_mode: null
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+ input_key: null
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+ input_size: null
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+ interpolation: ''
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+ jsd_loss: false
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+ layer_decay: null
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+ local_rank: 0
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+ log_interval: 50
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+ log_wandb: false
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+ lr: null
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+ lr_base: 0.0008
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+ lr_base_scale: ''
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+ lr_base_size: 512
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+ lr_cycle_decay: 0.5
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+ lr_cycle_limit: 1
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+ lr_cycle_mul: 1.0
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+ lr_k_decay: 1.0
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+ lr_noise: null
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+ lr_noise_pct: 0.67
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+ lr_noise_std: 1.0
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+ mean: null
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+ min_lr: 5.0e-07
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+ mixup: 0.8
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+ mixup_mode: batch
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+ mixup_off_epoch: 0
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+ mixup_prob: 1.0
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+ mixup_switch_prob: 0.5
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+ model: vit_pwee_patch16_reg1_gap_256
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+ model_ema: true
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+ model_ema_decay: 0.9998
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+ model_ema_force_cpu: false
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+ model_ema_warmup: true
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+ model_kwargs:
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+ fix_init: true
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+ momentum: 0.9
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+ no_aug: false
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+ no_ddp_bb: false
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+ no_prefetcher: false
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+ no_resume_opt: false
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+ num_classes: null
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+ opt: nadamw
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+ opt_betas: null
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+ opt_eps: 1.0e-08
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+ opt_kwargs: {}
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+ output: ''
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+ patience_epochs: 10
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+ pin_mem: true
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+ pretrained: false
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+ pretrained_path: null
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+ ratio:
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+ - 0.75
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+ - 1.3333333333333333
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+ recount: 1
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+ recovery_interval: 0
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+ remode: pixel
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+ reprob: 0.2
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+ resplit: false
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+ resume: ''
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+ save_images: false
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+ scale:
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+ - 0.08
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+ - 1.0
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+ sched: cosine
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+ sched_on_updates: true
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+ seed: 0
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+ smoothing: 0.1
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+ split_bn: false
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+ start_epoch: null
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+ std: null
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+ sync_bn: false
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+ synchronize_step: false
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+ target_key: null
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+ torchcompile: inductor
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+ torchscript: false
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+ train_crop_mode: null
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+ train_interpolation: random
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+ train_num_samples: null
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+ train_split: train
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+ tta: 0
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+ use_multi_epochs_loader: false
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+ val_num_samples: null
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+ val_split: validation
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+ validation_batch_size: null
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+ vflip: 0.0
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+ warmup_epochs: 20
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+ warmup_lr: 5.0e-07
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+ warmup_prefix: false
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+ weight_decay: 0.06
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+ worker_seeding: all
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+ workers: 8