Create config.json
Browse files- config.json +151 -0
config.json
ADDED
|
@@ -0,0 +1,151 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"MambaVision"
|
| 4 |
+
],
|
| 5 |
+
"args": {
|
| 6 |
+
"ThreeAugment": false,
|
| 7 |
+
"aa": "rand-m9-mstd0.5-inc1",
|
| 8 |
+
"activation_tracker": false,
|
| 9 |
+
"amp": true,
|
| 10 |
+
"ampere_sparsity": false,
|
| 11 |
+
"aot_autograd": false,
|
| 12 |
+
"apex_amp": false,
|
| 13 |
+
"attn_drop_rate": 0,
|
| 14 |
+
"aug_repeats": 0,
|
| 15 |
+
"aug_splits": 0,
|
| 16 |
+
"batch_size": 128,
|
| 17 |
+
"bce_loss": false,
|
| 18 |
+
"bce_target_thresh": null,
|
| 19 |
+
"bn_eps": null,
|
| 20 |
+
"bn_momentum": null,
|
| 21 |
+
"channels_last": true,
|
| 22 |
+
"checkpoint_hist": 1,
|
| 23 |
+
"class_map": "",
|
| 24 |
+
"clip_grad": 5,
|
| 25 |
+
"clip_mode": "norm",
|
| 26 |
+
"color_jitter": 0.4,
|
| 27 |
+
"cooldown_epochs": 10,
|
| 28 |
+
"crop_pct": 1,
|
| 29 |
+
"cutmix": 1,
|
| 30 |
+
"cutmix_minmax": null,
|
| 31 |
+
"data_dir": "/datasets/imagenet_lmdb",
|
| 32 |
+
"data_len": 1281167,
|
| 33 |
+
"dataset": "",
|
| 34 |
+
"dataset_download": false,
|
| 35 |
+
"decay_epochs": 100,
|
| 36 |
+
"decay_milestones": [
|
| 37 |
+
30,
|
| 38 |
+
60
|
| 39 |
+
],
|
| 40 |
+
"decay_rate": 0.1,
|
| 41 |
+
"dist_bn": "reduce",
|
| 42 |
+
"drop_block": null,
|
| 43 |
+
"drop_connect": null,
|
| 44 |
+
"drop_path": null,
|
| 45 |
+
"drop_rate": 0,
|
| 46 |
+
"epoch_repeats": 0,
|
| 47 |
+
"epochs": 310,
|
| 48 |
+
"eval_metric": "top1",
|
| 49 |
+
"experiment": "",
|
| 50 |
+
"fuser": "",
|
| 51 |
+
"gp": null,
|
| 52 |
+
"grad_checkpointing": false,
|
| 53 |
+
"hflip": 0.5,
|
| 54 |
+
"img_size": null,
|
| 55 |
+
"initial_checkpoint": "",
|
| 56 |
+
"input_size": [
|
| 57 |
+
3,
|
| 58 |
+
224,
|
| 59 |
+
224
|
| 60 |
+
],
|
| 61 |
+
"interpolation": "",
|
| 62 |
+
"jsd_loss": false,
|
| 63 |
+
"layer_decay": null,
|
| 64 |
+
"checkpoint": "",
|
| 65 |
+
"local_rank": 0,
|
| 66 |
+
"log_dir": "./log_dir/",
|
| 67 |
+
"log_interval": 50,
|
| 68 |
+
"log_wandb": false,
|
| 69 |
+
"lr": 0.005,
|
| 70 |
+
"lr_cycle_decay": 1,
|
| 71 |
+
"lr_cycle_limit": 1,
|
| 72 |
+
"lr_cycle_mul": 1,
|
| 73 |
+
"lr_ep": false,
|
| 74 |
+
"lr_k_decay": 1,
|
| 75 |
+
"lr_noise": null,
|
| 76 |
+
"lr_noise_pct": 0.67,
|
| 77 |
+
"lr_noise_std": 1,
|
| 78 |
+
"mean": null,
|
| 79 |
+
"mesa": 0.5,
|
| 80 |
+
"mesa_start_ratio": 0.25,
|
| 81 |
+
"min_lr": 0.000005,
|
| 82 |
+
"mixup": 0.8,
|
| 83 |
+
"mixup_mode": "batch",
|
| 84 |
+
"mixup_off_epoch": 0,
|
| 85 |
+
"mixup_prob": 1,
|
| 86 |
+
"mixup_switch_prob": 0.5,
|
| 87 |
+
"model": "mamba_vision_L2",
|
| 88 |
+
"model_ema": true,
|
| 89 |
+
"model_ema_decay": 0.9998,
|
| 90 |
+
"model_ema_force_cpu": false,
|
| 91 |
+
"momentum": 0.9,
|
| 92 |
+
"native_amp": false,
|
| 93 |
+
"no_aug": false,
|
| 94 |
+
"no_ddp_bb": false,
|
| 95 |
+
"no_prefetcher": false,
|
| 96 |
+
"no_resume_opt": false,
|
| 97 |
+
"no_saver": false,
|
| 98 |
+
"num_classes": null,
|
| 99 |
+
"opt": "lamb",
|
| 100 |
+
"opt_betas": [
|
| 101 |
+
0.9,
|
| 102 |
+
0.999
|
| 103 |
+
],
|
| 104 |
+
"opt_eps": 1e-8,
|
| 105 |
+
"output": "",
|
| 106 |
+
"patience_epochs": 10,
|
| 107 |
+
"pin_mem": false,
|
| 108 |
+
"pretrained": false,
|
| 109 |
+
"ratio": [
|
| 110 |
+
0.75,
|
| 111 |
+
1.3333333333333333
|
| 112 |
+
],
|
| 113 |
+
"recount": 1,
|
| 114 |
+
"recovery_interval": 0,
|
| 115 |
+
"remode": "pixel",
|
| 116 |
+
"reprob": 0.25,
|
| 117 |
+
"resplit": false,
|
| 118 |
+
"resume": "",
|
| 119 |
+
"save_images": false,
|
| 120 |
+
"scale": [
|
| 121 |
+
0.08,
|
| 122 |
+
1
|
| 123 |
+
],
|
| 124 |
+
"sched": "cosine",
|
| 125 |
+
"seed": 31,
|
| 126 |
+
"smoothing": 0.1,
|
| 127 |
+
"split_bn": false,
|
| 128 |
+
"start_epoch": null,
|
| 129 |
+
"std": null,
|
| 130 |
+
"sync_bn": false,
|
| 131 |
+
"tag": "mambavision_large2_1k",
|
| 132 |
+
"torchscript": false,
|
| 133 |
+
"train_interpolation": "random",
|
| 134 |
+
"train_split": "train",
|
| 135 |
+
"tta": 0,
|
| 136 |
+
"use_multi_epochs_loader": false,
|
| 137 |
+
"val_split": "validation",
|
| 138 |
+
"validate_only": false,
|
| 139 |
+
"validation_batch_size": null,
|
| 140 |
+
"vflip": 0,
|
| 141 |
+
"warmup_epochs": 20,
|
| 142 |
+
"warmup_lr": 0.000001,
|
| 143 |
+
"weight_decay": 0.05,
|
| 144 |
+
"worker_seeding": "all",
|
| 145 |
+
"workers": 8
|
| 146 |
+
},
|
| 147 |
+
"auto_map": {
|
| 148 |
+
"AutoConfig": "hf_model.MambaVisionConfig",
|
| 149 |
+
"AutoModel": "hf_model.MambaVisionModel"
|
| 150 |
+
}
|
| 151 |
+
}
|