Delete model-nw6nhpa2:v0
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model-nw6nhpa2:v0/backbone_0199.ckpt
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version https://git-lfs.github.com/spec/v1
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oid sha256:407bf32d979d43c8914ee8abd82768b2a9d6d0bd4f0f75e1aae9ce4082390822
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size 343240699
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model-nw6nhpa2:v0/config.yaml
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extras:
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ignore_warnings: false
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enforce_tags: true
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print_config: true
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theme: ansi_light
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task_name: pretrain
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tags:
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- pretrain
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- imagenet1k
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- partmae_v5_2
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- vit_b_16
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ckpt_path: null
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seed: 12345
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trainer:
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accelerator: gpu
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devices: 4
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num_nodes: 1
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precision: bf16-mixed
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strategy: ddp
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max_epochs: 200
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min_epochs: null
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accumulate_grad_batches: 1
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gradient_clip_val: 0.3
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paths:
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root_dir: ${oc.env:PROJECT_ROOT}
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log_dir: ${paths.root_dir}/logs/
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output_dir: ${hydra:runtime.output_dir}
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work_dir: ${hydra:runtime.cwd}
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run:
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dir: ${paths.log_dir}/${task_name}/runs/${now:%Y-%m-%d}_${now:%H-%M-%S}
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sweep:
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dir: ${paths.log_dir}/${task_name}/multiruns/${now:%Y-%m-%d}_${now:%H-%M-%S}
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subdir: ${hydra:job.num}
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job_logging:
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handlers:
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file:
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filename: ${hydra:runtime.output_dir}/${task_name}.log
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data:
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transform:
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_target_: src.data.components.transforms.multi_crop_v3.ParametrizedMultiCropV3
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canonical_size: 512
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canonical_crop_scale:
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- 0.9
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- 1.0
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global_crops_scale:
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- 0.3
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- 1.0
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local_crops_scale:
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- 0.05
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- 0.3
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n_global_crops: 1
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n_local_crops: 5
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distort_color: false
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_target_: src.data.components.image_folder.ImageFolderNoLabels
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root: /scratch-nvme/ml-datasets/imagenet/torchvision_ImageFolder/train
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model:
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_target_: src.models.components.partmae_v5_2.PARTMaskedAutoEncoderViT
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img_size: 224
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canonical_img_size: 512
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max_scale_ratio: 6.0
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patch_size: 16
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in_chans: 3
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embed_dim: 768
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depth: 12
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num_heads: 12
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mlp_ratio: 4
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norm_layer:
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_target_: torch.nn.LayerNorm
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eps: 1.0e-06
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_partial_: true
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mask_ratio: 0.75
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pos_mask_ratio: 0.75
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num_views: 6
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decoder_embed_dim: 512
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decoder_depth: 8
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decoder_num_heads: 16
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sampler: stratified_jittered
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criterion: l1
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alpha_t: 0.5
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alpha_ts: 0.8
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alpha_s: 1.0
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permute_segment_embed: true
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callbacks:
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checkpoint:
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_target_: src.callbacks.common.checkpoint.ModelCheckpoint
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dirpath: ${paths.output_dir}
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every_n_epochs: 25
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save_last: true
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verbose: true
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metric_logger:
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_target_: src.callbacks.common.metric_logger.MetricLogger
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every_n_steps: 25
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iter_timer:
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_target_: src.callbacks.common.iter_timer.IterTimer
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every_n_steps: 25
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logger:
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wandb:
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_target_: wandb.integration.lightning.fabric.WandbLogger
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save_dir: ${paths.output_dir}
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offline: false
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id: null
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anonymous: null
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project: PART-pretrain
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log_model: false
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prefix: ''
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group: imagenet1k/partmae_v5_2/vit_b_16
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tags: []
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job_type: ''
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scheduler:
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_target_: timm.scheduler.cosine_lr.CosineLRScheduler
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_partial_: true
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t_initial: 125000
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cycle_mul: 1.0
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lr_min: 1.0e-06
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cycle_decay: 0.1
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warmup_lr_init: 1.0e-05
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warmup_t: 6250
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cycle_limit: 1
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t_in_epochs: false
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noise_range_t: null
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noise_pct: 0.67
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noise_std: 1.0
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noise_seed: 42
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optimizer:
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_target_: torch.optim.AdamW
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_partial_: true
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lr: ${eval:${blr} * ${trainer.accumulate_grad_batches} * ${trainer.num_nodes} *
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${trainer.devices} * ${train_dataloader.batch_size} / 256}
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weight_decay: 0.05
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eps: 1.0e-08
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float32_matmul_precision: high
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cudnn_benchmark: true
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blr: 0.0001
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train_dataloader:
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pin_memory: true
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batch_size: 512
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num_workers: 16
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drop_last: true
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metric_collection:
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_target_: src.models.components.metrics.partmae_v3.V3Metrics
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compile_kwargs:
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fullgraph: true
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mode: default
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compile_expr:
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torch._subclasses.fake_tensor.CONSTANT_NUMEL_LIMIT: 100000
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torch._dynamo.config.optimize_ddp: python_reducer
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torch._dynamo.config.compiled_autograd: true
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compile: false
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