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MambaVision-L2-1K

Image Classification
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MambaVision-L2-1K
File size: 3,938 Bytes 
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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"
    }
}