MambaVision-L2-1K / config.json
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{
"architectures": [
"MambaVision"
],
"args": {
"ThreeAugment": false,
"aa": "rand-m9-mstd0.5-inc1",
"activation_tracker": false,
"amp": true,
"ampere_sparsity": false,
"aot_autograd": false,
"apex_amp": false,
"attn_drop_rate": 0,
"aug_repeats": 0,
"aug_splits": 0,
"batch_size": 128,
"bce_loss": false,
"bce_target_thresh": null,
"bn_eps": null,
"bn_momentum": null,
"channels_last": true,
"checkpoint_hist": 1,
"class_map": "",
"clip_grad": 5,
"clip_mode": "norm",
"color_jitter": 0.4,
"cooldown_epochs": 10,
"crop_pct": 1,
"cutmix": 1,
"cutmix_minmax": null,
"data_dir": "/datasets/imagenet_lmdb",
"data_len": 1281167,
"dataset": "",
"dataset_download": false,
"decay_epochs": 100,
"decay_milestones": [
30,
60
],
"decay_rate": 0.1,
"dist_bn": "reduce",
"drop_block": null,
"drop_connect": null,
"drop_path": null,
"drop_rate": 0,
"epoch_repeats": 0,
"epochs": 310,
"eval_metric": "top1",
"experiment": "",
"fuser": "",
"gp": null,
"grad_checkpointing": false,
"hflip": 0.5,
"img_size": null,
"initial_checkpoint": "",
"input_size": [
3,
224,
224
],
"interpolation": "",
"jsd_loss": false,
"layer_decay": null,
"checkpoint": "",
"local_rank": 0,
"log_dir": "./log_dir/",
"log_interval": 50,
"log_wandb": false,
"lr": 0.005,
"lr_cycle_decay": 1,
"lr_cycle_limit": 1,
"lr_cycle_mul": 1,
"lr_ep": false,
"lr_k_decay": 1,
"lr_noise": null,
"lr_noise_pct": 0.67,
"lr_noise_std": 1,
"mean": null,
"mesa": 0.5,
"mesa_start_ratio": 0.25,
"min_lr": 0.000005,
"mixup": 0.8,
"mixup_mode": "batch",
"mixup_off_epoch": 0,
"mixup_prob": 1,
"mixup_switch_prob": 0.5,
"model": "mamba_vision_L2",
"model_ema": true,
"model_ema_decay": 0.9998,
"model_ema_force_cpu": false,
"momentum": 0.9,
"native_amp": false,
"no_aug": false,
"no_ddp_bb": false,
"no_prefetcher": false,
"no_resume_opt": false,
"no_saver": false,
"num_classes": null,
"opt": "lamb",
"opt_betas": [
0.9,
0.999
],
"opt_eps": 1e-8,
"output": "",
"patience_epochs": 10,
"pin_mem": false,
"pretrained": false,
"ratio": [
0.75,
1.3333333333333333
],
"recount": 1,
"recovery_interval": 0,
"remode": "pixel",
"reprob": 0.25,
"resplit": false,
"resume": "",
"save_images": false,
"scale": [
0.08,
1
],
"sched": "cosine",
"seed": 31,
"smoothing": 0.1,
"split_bn": false,
"start_epoch": null,
"std": null,
"sync_bn": false,
"tag": "mambavision_large2_1k",
"torchscript": false,
"train_interpolation": "random",
"train_split": "train",
"tta": 0,
"use_multi_epochs_loader": false,
"val_split": "validation",
"validate_only": false,
"validation_batch_size": null,
"vflip": 0,
"warmup_epochs": 20,
"warmup_lr": 0.000001,
"weight_decay": 0.05,
"worker_seeding": "all",
"workers": 8
},
"auto_map": {
"AutoConfig": "hf_model.MambaVisionConfig",
"AutoModel": "hf_model.MambaVisionModel"
}
}