| checkpoint: |
| broadcast_via_filesystem: 'False' |
| dcp_async_mode_enabled: 'False' |
| enable_gcs_patch_in_boto3: 'False' |
| jit: |
| device: cuda |
| dtype: bfloat16 |
| enabled: 'False' |
| input_shape: null |
| strict: 'True' |
| keys_not_to_resume: [] |
| keys_to_skip_loading: [] |
| load_ema_to_reg: 'False' |
| load_from_object_store: |
| bucket: bucket |
| credentials: credentials/s3_checkpoint.secret |
| enabled: 'True' |
| load_path: s3://bucket/cosmos_transfer2/vid2vid_2B_control/edge_720p_t24or1_spaced_layer4_cr1pt1_sdev2_lowsigma0.05_uniform_hqv3p1_20250714_64N_rectified_flow_refimdrop0pt5/checkpoints/iter_000032000 |
| load_training_state: 'False' |
| only_load_scheduler_state: 'False' |
| save_iter: '1000' |
| save_to_object_store: |
| bucket: bucket |
| credentials: credentials/s3_checkpoint.secret |
| enabled: 'True' |
| strict_resume: 'False' |
| type: |
| _target_: <class 'cosmos_transfer2._src.predict2.checkpointer.dcp.DistributedCheckpointer'> |
| callbacks: null |
| disable_async: 'False' |
| verbose: 'True' |
| dataloader_train: |
| dataloaders: |
| image_data: |
| ratio: '0' |
| video_data: |
| dataloader: |
| batch_size: '1' |
| cache_augment_fn: functools.partial(<function duplicate_batches_random at |
| 0x7f3480fef9a0>, n=1.8) |
| cache_size: '32' |
| concat_size: '1' |
| dataset: |
| augmentor_name: video_basic_augmentor_v2_with_control_and_image_context |
| caption_type: t2w_qwen2p5_7b |
| control_input_type: edge |
| dataset_resolution_type: gt720p |
| embedding_type: null |
| max_fps_thres: '60' |
| min_fps_thres: '10' |
| num_video_frames: '93' |
| resolution: '720' |
| use_native_fps: 'True' |
| video_decoder_name: video_naive_bytes |
| num_workers: '4' |
| use_cache: 'False' |
| ratio: '1' |
| video_data_1: |
| dataloader: |
| batch_size: '6' |
| cache_augment_fn: functools.partial(<function duplicate_batches_random at |
| 0x7f3480fef9a0>, n=1.8) |
| cache_size: '32' |
| concat_size: '1' |
| dataset: |
| augmentor_name: video_basic_augmentor_v2_with_control_and_image_context |
| caption_type: t2w_qwen2p5_7b |
| control_input_type: edge |
| dataset_resolution_type: gt720p |
| embedding_type: null |
| num_video_frames: '1' |
| resolution: '720' |
| use_native_fps: 'True' |
| video_decoder_name: video_naive_bytes |
| num_workers: '4' |
| use_cache: 'False' |
| ratio: '1' |
| dataset: |
| augmentor_name: video_basic_augmentor_v2_with_control |
| caption_type: t2w_qwen2p5_7b |
| control_input_type: edge |
| dataset_resolution_type: gt720p |
| embedding_type: null |
| max_fps_thres: '60' |
| min_fps_thres: '10' |
| num_video_frames: '93' |
| resolution: '720' |
| use_native_fps: 'True' |
| video_decoder_name: video_naive_bytes |
| num_workers: '4' |
| dataloader_val: |
| _target_: <class 'cosmos_transfer2._src.predict2.datasets.joint_dataloader.IterativeJointDataLoader'> |
| dataloaders: |
| image_data: |
| dataloader: |
| _target_: <function get_cached_replay_dataloader at 0x7f3480fefac0> |
| batch_size: '2' |
| cache_augment_fn: null |
| cache_replay_name: image_dataloader |
| cache_size: '32' |
| concat_size: '1' |
| dataset: |
| _target_: <function get_image_dataset at 0x7f3480e6c0d0> |
| len_t5: '512' |
| resolution: '512' |
| t5_dim: '1024' |
| num_workers: '8' |
| pin_memory: 'True' |
| shuffle: 'False' |
| use_cache: 'False' |
| webdataset: 'False' |
| ratio: '1' |
| video_data: |
| dataloader: |
| _target_: <function get_cached_replay_dataloader at 0x7f3480fefac0> |
| batch_size: '1' |
| cache_augment_fn: null |
| cache_replay_name: video_dataloader |
| cache_size: '32' |
| concat_size: '1' |
| dataset: |
| _target_: <function get_video_dataset at 0x7f3480e6c4c0> |
| len_t5: '512' |
| num_video_frames: '136' |
| resolution: '512' |
| t5_dim: '1024' |
| num_workers: '8' |
| pin_memory: 'True' |
| shuffle: 'False' |
| use_cache: 'False' |
| webdataset: 'False' |
| ratio: '1' |
| defaults: |
| - _self_ |
| - data_train: mock |
| - data_val: mock |
| - optimizer: fusedadamw |
| - scheduler: lambdalinear |
| - model: ddp |
| - callbacks: basic |
| - net: null |
| - conditioner: video_prediction_control_conditioner |
| - ema: power |
| - tokenizer: wan2pt1_tokenizer |
| - checkpoint: s3 |
| - ckpt_type: dummy |
| - experiment: null |
| job: |
| cluster: null |
| group: vid2vid_2B_control |
| name: vid2vid_2B_control_720p_t24_control_layer4_cr1pt1_embedding_rectified_flow_with_image_context_with_image_data |
| project: cosmos_transfer2 |
| wandb_mode: online |
| model: |
| _recursive_: 'False' |
| _target_: <class 'cosmos_transfer2._src.transfer2.models.vid2vid_model_control_vace_rectified_flow.ControlVideo2WorldModelRectifiedFlow'> |
| config: |
| base_load_from: null |
| conditional_frame_timestep: -1.0 |
| conditional_frames_probs: |
| 0: 0.4 |
| 1: 0.4 |
| 2: 0.2 |
| conditioner: |
| _target_: <class 'cosmos_transfer2._src.transfer2.configs.vid2vid_transfer.defaults.conditioner.ControlVideo2WorldConditionerImageContext'> |
| control_input_depth: |
| _target_: <class 'cosmos_transfer2._src.predict2.conditioner.ReMapkey'> |
| dropout_rate: '0.0' |
| dtype: null |
| input_key: control_input_depth |
| output_key: control_input_depth |
| control_input_depth_mask: |
| _target_: <class 'cosmos_transfer2._src.predict2.conditioner.ReMapkey'> |
| dropout_rate: '0.0' |
| dtype: null |
| input_key: control_input_depth_mask |
| output_key: control_input_depth_mask |
| control_input_edge: |
| _target_: <class 'cosmos_transfer2._src.predict2.conditioner.ReMapkey'> |
| dropout_rate: '0.0' |
| dtype: null |
| input_key: control_input_edge |
| output_key: control_input_edge |
| control_input_edge_mask: |
| _target_: <class 'cosmos_transfer2._src.predict2.conditioner.ReMapkey'> |
| dropout_rate: '0.0' |
| dtype: null |
| input_key: control_input_edge_mask |
| output_key: control_input_edge_mask |
| control_input_inpaint: |
| _target_: <class 'cosmos_transfer2._src.predict2.conditioner.ReMapkey'> |
| dropout_rate: '0.0' |
| dtype: null |
| input_key: control_input_inpaint |
| output_key: control_input_inpaint |
| control_input_inpaint_mask: |
| _target_: <class 'cosmos_transfer2._src.predict2.conditioner.ReMapkey'> |
| dropout_rate: '0.0' |
| dtype: null |
| input_key: control_input_inpaint_mask |
| output_key: control_input_inpaint_mask |
| control_input_seg: |
| _target_: <class 'cosmos_transfer2._src.predict2.conditioner.ReMapkey'> |
| dropout_rate: '0.0' |
| dtype: null |
| input_key: control_input_seg |
| output_key: control_input_seg |
| control_input_seg_mask: |
| _target_: <class 'cosmos_transfer2._src.predict2.conditioner.ReMapkey'> |
| dropout_rate: '0.0' |
| dtype: null |
| input_key: control_input_seg_mask |
| output_key: control_input_seg_mask |
| control_input_vis: |
| _target_: <class 'cosmos_transfer2._src.predict2.conditioner.ReMapkey'> |
| dropout_rate: '0.0' |
| dtype: null |
| input_key: control_input_vis |
| output_key: control_input_vis |
| control_input_vis_mask: |
| _target_: <class 'cosmos_transfer2._src.predict2.conditioner.ReMapkey'> |
| dropout_rate: '0.0' |
| dtype: null |
| input_key: control_input_vis_mask |
| output_key: control_input_vis_mask |
| fps: |
| _target_: <class 'cosmos_transfer2._src.predict2.conditioner.ReMapkey'> |
| dropout_rate: '0.0' |
| dtype: null |
| input_key: fps |
| output_key: fps |
| padding_mask: |
| _target_: <class 'cosmos_transfer2._src.predict2.conditioner.ReMapkey'> |
| dropout_rate: '0.0' |
| dtype: null |
| input_key: padding_mask |
| output_key: padding_mask |
| reference_image_context: |
| _target_: <class 'cosmos_transfer2._src.transfer2.networks.siglip2_image_context.SigLip2EmbImgContext'> |
| dropout_rate: '0.5' |
| input_key: |
| - images |
| - video |
| - image_context |
| num_token: '256' |
| output_key: null |
| text: |
| _target_: <class 'cosmos_transfer2._src.predict2.conditioner.TextAttr'> |
| credential_path: credentials/s3_training.secret |
| dropout_rate: '0.2' |
| empty_string_embeddings_path: s3://bucket/predict2_assets/reason1_empty_string_embeddings.pt |
| input_key: |
| - t5_text_embeddings |
| use_empty_string: 'False' |
| use_video_condition: |
| _target_: <class 'cosmos_transfer2._src.predict2.conditioner.BooleanFlag'> |
| dropout_rate: '0.0' |
| input_key: fps |
| output_key: use_video_condition |
| conditioning_strategy: frame_replace |
| copy_weight_strategy: first_n |
| denoise_replace_gt_frames: true |
| ema: |
| enabled: false |
| iteration_shift: 0 |
| rate: 0.1 |
| fsdp_shard_size: 1 |
| high_sigma_ratio: 0.05 |
| high_sigma_timesteps_max: 1000 |
| high_sigma_timesteps_min: 980 |
| hint_keys: edge |
| init_lora_weights: true |
| input_caption_key: ai_caption |
| input_data_key: video |
| input_image_key: images |
| lora_alpha: 32 |
| lora_rank: 32 |
| lora_target_modules: q_proj,k_proj,v_proj,output_proj,mlp.layer1,mlp.layer2 |
| max_num_conditional_frames: 2 |
| min_num_conditional_frames: 0 |
| net: |
| _target_: <class 'cosmos_transfer2._src.transfer2.networks.minimal_v4_lvg_dit_control_vace.MinimalV4LVGControlVaceDiT'> |
| adaln_lora_dim: '256' |
| atten_backend: minimal_a2a |
| concat_padding_mask: 'True' |
| condition_strategy: spaced |
| crossattn_emb_channels: '1024' |
| crossattn_proj_in_channels: '100352' |
| extra_image_context_dim: '1152' |
| extra_per_block_abs_pos_emb: 'False' |
| img_context_deep_proj: 'False' |
| in_channels: '16' |
| max_frames: '128' |
| max_img_h: '240' |
| max_img_w: '240' |
| mlp_ratio: '4.0' |
| model_channels: '2048' |
| num_blocks: '28' |
| num_control_branches: '1' |
| num_heads: '16' |
| num_max_modalities: '8' |
| out_channels: '16' |
| patch_spatial: '2' |
| patch_temporal: '1' |
| pos_emb_cls: rope3d |
| pos_emb_interpolation: crop |
| pos_emb_learnable: 'True' |
| rope_enable_fps_modulation: 'False' |
| rope_h_extrapolation_ratio: '3.0' |
| rope_t_extrapolation_ratio: '1.0' |
| rope_w_extrapolation_ratio: '3.0' |
| sac_config: |
| every_n_blocks: 1 |
| mode: predict2_2b_720_aggressive |
| separate_embedders: 'False' |
| share_q_in_i2v_cross_attn: 'False' |
| spatial_compression_factor: '8' |
| timestep_scale: '0.001' |
| use_adaln_lora: 'True' |
| use_after_proj_for_multi_branch: 'True' |
| use_crossattn_projection: 'True' |
| use_cuda_graphs: 'False' |
| use_input_hint_block: 'False' |
| use_wan_fp32_strategy: 'True' |
| vace_block_every_n: '7' |
| vace_has_mask: 'False' |
| precision: bfloat16 |
| resolution: '720' |
| shift: 5 |
| state_ch: 16 |
| state_t: 24 |
| text_encoder_class: reason1p1_7B |
| text_encoder_config: |
| ckpt_path: s3://bucket/cosmos_reasoning1/sft_exp700/sft_exp721-1_qwen7b_tl_721_5vs5_s3_balanced_n32_resume_16k/checkpoints/iter_000016000/model/ |
| compute_online: true |
| embedding_concat_strategy: full_concat |
| model_config: |
| _target_: <class 'cosmos_transfer2._src.predict2.text_encoders.reason1.QwenVLBaseModel'> |
| model_config: |
| _target_: cosmos_transfer2._src.reason1.configs.default.model_config_qwen.QwenModelConfig |
| activation_checkpoint: |
| mode: selective |
| models: vlm |
| selective_ac_option: op |
| add_answer_tag: 'True' |
| add_cross_attention: 'False' |
| add_image_start_end_tag: 'False' |
| add_tile_tag: 'False' |
| architectures: |
| - Qwen2_5_VLForConditionalGeneration |
| attention_dropout: '0.0' |
| attn_implementation: flash_attention_2 |
| attn_implementation_autoset: 'True' |
| aux_loss_coeff: '0.0' |
| bad_words_ids: null |
| begin_suppress_tokens: null |
| bos_token_id: '151643' |
| cache_dir: null |
| checkpoint: |
| async_mode: disabled |
| create_seed_checkpoint: false |
| enable_checkpoint: false |
| export_dtype: float32 |
| folder: checkpoint |
| interval: 500 |
| interval_type: steps |
| model_weights_only: false |
| chunk_size_feed_forward: '0' |
| ckpt_dir: null |
| ckpt_path: null |
| comm: |
| init_timeout_seconds: 300 |
| trace_buf_size: 20000 |
| train_timeout_seconds: 100 |
| cp_size: null |
| cross_attention_hidden_size: null |
| decoder_start_token_id: null |
| deterministic: 'False' |
| diversity_penalty: '0.0' |
| do_sample: 'False' |
| early_stopping: 'False' |
| encoder_no_repeat_ngram_size: '0' |
| eos_token_id: '151645' |
| ep_size: null |
| experimental: |
| enable_async_tensor_parallel: false |
| enable_compiled_autograd: false |
| pipeline_parallel_degree: 1 |
| exponential_decay_length_penalty: null |
| finetuning_task: null |
| float8: |
| enable_float8_linear: false |
| forced_bos_token_id: null |
| forced_eos_token_id: null |
| freeze_llm: 'False' |
| freeze_mm_projector: 'False' |
| freeze_vision_encoder: 'False' |
| fsdp_enabled: 'False' |
| hidden_act: silu |
| hidden_size: '3584' |
| id2label: |
| 0: LABEL_0 |
| 1: LABEL_1 |
| image_token_id: '151655' |
| initializer_range: '0.02' |
| intermediate_size: '18944' |
| is_decoder: 'False' |
| is_encoder_decoder: 'False' |
| label2id: |
| LABEL_0: '0' |
| LABEL_1: '1' |
| length_penalty: '1.0' |
| loss_per_token: 'True' |
| max_batch_size: '1' |
| max_length: '20' |
| max_position_embeddings: '128000' |
| max_seq_len: '128000' |
| max_window_layers: '28' |
| min_length: '0' |
| mm_projector: null |
| model_type: qwen2_5_vl |
| name_or_path: Qwen/Qwen2.5-VL-7B-Instruct |
| no_repeat_ngram_size: '0' |
| num_attention_heads: '28' |
| num_beam_groups: '1' |
| num_beams: '1' |
| num_hidden_layers: '28' |
| num_key_value_heads: '4' |
| num_return_sequences: '1' |
| num_tiles: '1' |
| optimizer: |
| early_step_in_backward: false |
| end_lr: 2.5e-05 |
| fused: false |
| init_lr: 1.0e-05 |
| lr: 0.0003 |
| lr_multiplier_llm: 1.0 |
| lr_multiplier_mm_projector: 1.0 |
| lr_multiplier_vision_encoder: 0.1 |
| name: AdamW |
| output_attentions: 'False' |
| output_hidden_states: 'True' |
| output_scores: 'False' |
| pad_token_id: null |
| precision: bfloat16 |
| prefix: null |
| prepend_padding: 'False' |
| problem_type: null |
| pruned_heads: _Nothing.NOTHING |
| remove_invalid_values: 'False' |
| repetition_penalty: '1.0' |
| return_dict: 'True' |
| return_dict_in_generate: 'False' |
| rms_norm_eps: 1e-06 |
| rope_scaling: |
| mrope_section: |
| - '16' |
| - '24' |
| - '24' |
| rope_type: default |
| type: default |
| rope_theta: '1000000.0' |
| s3_credential_path: credentials/pbss_dir.secret |
| seed: '0' |
| sep_token_id: null |
| sliding_window: '32768' |
| suppress_tokens: null |
| task_specific_params: null |
| temperature: '1.0' |
| tf_legacy_loss: 'False' |
| tie_encoder_decoder: 'False' |
| tie_word_embeddings: 'False' |
| tile_tag_type: space_separated |
| tokenizer_class: null |
| tokenizer_type: Qwen/Qwen2.5-VL-7B-Instruct |
| top_k: '50' |
| top_p: '1.0' |
| torch_dtype: bfloat16 |
| torchscript: 'False' |
| training: |
| compile: false |
| context_parallel_degree: 1 |
| data_parallel_replicate_degree: 1 |
| data_parallel_shard_degree: -1 |
| disable_loss_parallel: false |
| enable_cpu_offload: false |
| fsdp_reshard_after_forward: default |
| mixed_precision_param: bfloat16 |
| mixed_precision_reduce: float32 |
| steps: 400000 |
| tensor_parallel_degree: 1 |
| use_cosine_decay: false |
| use_linear_decay: true |
| warmup_steps: 1000 |
| training_seq_len: '4096' |
| transformers_version: 4.51.0.dev0 |
| typical_p: '1.0' |
| use_bfloat16: 'False' |
| use_cache: 'False' |
| use_fsdp2: 'True' |
| use_return_dict: 'True' |
| use_rope_from_torchtitan: 'False' |
| use_sliding_window: 'False' |
| video_token_id: '151656' |
| vision_config: |
| _target_: cosmos_transfer2._src.reason1.configs.default.model_config_qwen.QwenVisionConfig |
| add_cross_attention: 'False' |
| architectures: null |
| attn_implementation: flash_attention_2 |
| attn_implementation_autoset: 'True' |
| bad_words_ids: null |
| begin_suppress_tokens: null |
| bos_token_id: null |
| chunk_size_feed_forward: '0' |
| cross_attention_hidden_size: null |
| decoder_start_token_id: null |
| depth: '32' |
| diversity_penalty: '0.0' |
| do_sample: 'False' |
| early_stopping: 'False' |
| embed_dim: null |
| encoder_no_repeat_ngram_size: '0' |
| eos_token_id: null |
| exponential_decay_length_penalty: null |
| finetuning_task: null |
| forced_bos_token_id: null |
| forced_eos_token_id: null |
| fullatt_block_indexes: |
| - '7' |
| - '15' |
| - '23' |
| - '31' |
| hidden_act: silu |
| hidden_size: '1280' |
| id2label: |
| 0: LABEL_0 |
| 1: LABEL_1 |
| in_channels: '3' |
| in_chans: '3' |
| intermediate_size: '3420' |
| is_decoder: 'False' |
| is_encoder_decoder: 'False' |
| label2id: |
| LABEL_0: '0' |
| LABEL_1: '1' |
| length_penalty: '1.0' |
| max_length: '20' |
| min_length: '0' |
| mlp_ratio: null |
| model_type: qwen2_5_vl |
| name_or_path: '' |
| no_repeat_ngram_size: '0' |
| num_beam_groups: '1' |
| num_beams: '1' |
| num_heads: '16' |
| num_return_sequences: '1' |
| out_hidden_size: '3584' |
| output_attentions: 'False' |
| output_hidden_states: 'False' |
| output_scores: 'False' |
| pad_token_id: null |
| patch_size: '14' |
| prefix: null |
| problem_type: null |
| pruned_heads: _Nothing.NOTHING |
| remove_invalid_values: 'False' |
| repetition_penalty: '1.0' |
| return_dict: 'True' |
| return_dict_in_generate: 'False' |
| sep_token_id: null |
| spatial_merge_size: '2' |
| spatial_patch_size: '14' |
| suppress_tokens: null |
| task_specific_params: null |
| temperature: '1.0' |
| temporal_patch_size: '2' |
| tf_legacy_loss: 'False' |
| tie_encoder_decoder: 'False' |
| tie_word_embeddings: 'True' |
| tokenizer_class: null |
| tokens_per_second: '2' |
| top_k: '50' |
| top_p: '1.0' |
| torch_dtype: bfloat16 |
| torchscript: 'False' |
| typical_p: '1.0' |
| use_bfloat16: 'False' |
| window_size: '112' |
| vision_encoder: openai/clip-vit-base-patch32 |
| vision_encoder_config: |
| depth_init: true |
| dim: 1024 |
| ffn_dim_multiplier: null |
| head_dim: null |
| hidden_act: null |
| hidden_dim: 4096 |
| image_size: 1024 |
| image_token_id: null |
| multiple_of: null |
| n_heads: 16 |
| n_kv_heads: null |
| n_layers: 24 |
| norm_eps: 1.0e-05 |
| norm_type: rmsnorm |
| num_channels: 3 |
| patch_size: 16 |
| proj_bias: null |
| qkv_bias: null |
| rope_theta: 10000.0 |
| use_cache: false |
| use_rope_from_torchtitan: false |
| vision_encoder_in_channels: '3' |
| vision_end_token_id: '151653' |
| vision_start_token_id: '151652' |
| vision_token_id: '151654' |
| vocab_size: '152064' |
| z_loss_coeff: '0.0' |
| tokenizer: |
| _target_: <function build_tokenizer at 0x7f34854fc0d0> |
| cache_dir: null |
| tokenizer_type: Qwen/Qwen2.5-VL-7B-Instruct |
| n_layers_per_group: 5 |
| s3_credential_path: credentials/s3_checkpoint.secret |
| tokenizer: |
| _target_: <class 'cosmos_transfer2._src.predict2.tokenizers.wan2pt1.Wan2pt1VAEInterface'> |
| chunk_duration: '81' |
| load_mean_std: 'False' |
| name: wan2pt1_tokenizer |
| temporal_window: '16' |
| train_time_distribution: logitnormal |
| train_time_weight: uniform |
| use_dora: false |
| use_dynamic_shift: false |
| use_high_sigma_strategy: false |
| use_kerras_sigma_at_inference: false |
| use_lora: false |
| use_reference_image: true |
| use_torch_compile: false |
| model_parallel: |
| _cpu_offloading_context: null |
| async_tensor_model_parallel_allreduce: false |
| autocast_dtype: torch.float32 |
| barrier_with_L1_time: true |
| batch_p2p_comm: true |
| batch_p2p_sync: true |
| bf16: false |
| context_parallel_size: 8 |
| cpu_offloading: false |
| cpu_offloading_activations: true |
| cpu_offloading_double_buffering: false |
| cpu_offloading_num_layers: 0 |
| cpu_offloading_weights: true |
| cross_entropy_fusion_impl: native |
| cross_entropy_loss_fusion: false |
| deallocate_pipeline_outputs: false |
| defer_embedding_wgrad_compute: false |
| delay_wgrad_compute: false |
| deterministic_mode: false |
| enable_autocast: false |
| expert_model_parallel_size: 1 |
| expert_tensor_parallel_size: 1 |
| finalize_model_grads_func: null |
| fp16: false |
| grad_scale_func: null |
| grad_sync_func: null |
| gradient_accumulation_fusion: false |
| hierarchical_context_parallel_sizes: null |
| microbatch_group_size_per_vp_stage: 1 |
| moe_extended_tp: false |
| no_sync_func: null |
| num_microbatches_with_partial_activation_checkpoints: null |
| overlap_moe_expert_parallel_comm: false |
| overlap_p2p_comm: false |
| overlap_p2p_comm_warmup_flush: false |
| param_sync_func: null |
| params_dtype: torch.float32 |
| perform_initialization: true |
| pipeline_dtype: null |
| pipeline_model_parallel_comm_backend: null |
| pipeline_model_parallel_size: 1 |
| sequence_parallel: false |
| tensor_model_parallel_size: 1 |
| timers: null |
| tp_comm_atomic_ag: false |
| tp_comm_atomic_rs: false |
| tp_comm_bootstrap_backend: nccl |
| tp_comm_bulk_dgrad: true |
| tp_comm_bulk_wgrad: true |
| tp_comm_overlap: false |
| tp_comm_overlap_ag: true |
| tp_comm_overlap_disable_fc1: false |
| tp_comm_overlap_disable_qkv: false |
| tp_comm_overlap_rs: true |
| tp_comm_overlap_rs_dgrad: false |
| tp_comm_split_ag: true |
| tp_comm_split_rs: true |
| use_cpu_initialization: false |
| use_ring_exchange_p2p: false |
| use_te_rng_tracker: false |
| variable_seq_lengths: false |
| virtual_pipeline_model_parallel_size: null |
| wgrad_deferral_limit: 0 |
| optimizer: |
| _target_: <function get_base_optimizer at 0x7f34810f0af0> |
| betas: |
| - '0.9' |
| - '0.999' |
| eps: 1e-08 |
| fused: 'True' |
| lr: '8.63e-05' |
| model: null |
| optim_type: adamw |
| weight_decay: '0.001' |
| scheduler: |
| _target_: <class 'cosmos_transfer2._src.imaginaire.functional.lr_scheduler.LambdaLinearScheduler'> |
| cycle_lengths: |
| - '100000' |
| f_max: |
| - '0.5' |
| f_min: |
| - '0.2' |
| f_start: |
| - 1e-06 |
| verbosity_interval: '0' |
| warm_up_steps: |
| - '100' |
| trainer: |
| callbacks: |
| compile_tokenizer: |
| _target_: <class 'cosmos_transfer2._src.predict2.callbacks.compile_tokenizer.CompileTokenizer'> |
| compile_after_iterations: '4' |
| dynamic: 'False' |
| enabled: 'True' |
| dataloader_speed: |
| _target_: <class 'cosmos_transfer2._src.predict2.callbacks.dataloading_monitor.DetailedDataLoadingSpeedMonitor'> |
| every_n: '200' |
| save_s3: 'True' |
| step_size: '1' |
| device_monitor: |
| _target_: <class 'cosmos_transfer2._src.predict2.callbacks.device_monitor.DeviceMonitor'> |
| every_n: '200' |
| log_memory_detail: 'True' |
| save_s3: 'True' |
| step_size: '1' |
| upload_every_n_mul: '10' |
| every_n_sample_ema: |
| _target_: <class 'cosmos_transfer2._src.transfer2.callbacks.every_n_draw_sample.EveryNDrawSample'> |
| every_n: '5000' |
| fix_batch_fp: null |
| fps: '16' |
| guidance: |
| - '0' |
| - '3' |
| - '7' |
| is_ema: 'True' |
| is_sample: 'True' |
| is_x0: 'False' |
| n_sample_to_save: '128' |
| n_viz_sample: '3' |
| n_x0_level: '4' |
| num_sampling_step: '35' |
| save_s3: 'True' |
| show_all_frames: 'False' |
| step_size: '1' |
| use_negative_prompt: 'False' |
| every_n_sample_reg: |
| _target_: <class 'cosmos_transfer2._src.transfer2.callbacks.every_n_draw_sample.EveryNDrawSample'> |
| every_n: '5000' |
| fix_batch_fp: null |
| fps: '16' |
| guidance: |
| - '0' |
| - '3' |
| - '7' |
| is_ema: 'False' |
| is_sample: 'True' |
| is_x0: 'False' |
| n_sample_to_save: '128' |
| n_viz_sample: '3' |
| n_x0_level: '4' |
| num_sampling_step: '35' |
| save_s3: 'True' |
| show_all_frames: 'False' |
| step_size: '1' |
| use_negative_prompt: 'False' |
| frame_loss_log: |
| _target_: <class 'cosmos_transfer2._src.transfer2.callbacks.frame_loss_log.FrameLossLog'> |
| logging_iter_multipler: '1' |
| save_logging_iter_multipler: '10' |
| save_s3: 'True' |
| grad_clip: |
| _target_: <class 'cosmos_transfer2._src.predict2.callbacks.grad_clip.GradClip'> |
| clip_norm: '0.1' |
| force_finite: 'True' |
| heart_beat: |
| _target_: <class 'cosmos_transfer2._src.predict2.callbacks.heart_beat.HeartBeat'> |
| every_n: '10' |
| save_s3: 'True' |
| step_size: '1' |
| update_interval_in_minute: '20' |
| iter_speed: |
| _target_: <class 'cosmos_transfer2._src.predict2.callbacks.iter_speed.IterSpeed'> |
| every_n: '100' |
| hit_thres: '300' |
| save_s3: 'True' |
| save_s3_every_log_n: '10' |
| load_base_model: |
| _target_: <class 'cosmos_transfer2._src.transfer2.configs.vid2vid_transfer.defaults.callbacks.LoadBaseModel'> |
| config: null |
| trainer: null |
| low_prec: |
| _target_: <class 'cosmos_transfer2._src.imaginaire.utils.callback.LowPrecisionCallback'> |
| config: null |
| trainer: null |
| update_iter: '1' |
| manual_gc: |
| _target_: <class 'cosmos_transfer2._src.imaginaire.callbacks.manual_gc.ManualGarbageCollection'> |
| every_n: '200' |
| warm_up: '5' |
| wandb: |
| _target_: <class 'cosmos_transfer2._src.predict2.callbacks.wandb_log.WandbCallback'> |
| logging_iter_multipler: '1' |
| save_logging_iter_multipler: '10' |
| save_s3: 'True' |
| wandb_10x: |
| _target_: <class 'cosmos_transfer2._src.predict2.callbacks.wandb_log.WandbCallback'> |
| logging_iter_multipler: '10' |
| save_logging_iter_multipler: '1' |
| save_s3: 'True' |
| compile_config: |
| recompile_limit: '8' |
| use_duck_shape: 'True' |
| cudnn: |
| benchmark: 'True' |
| deterministic: 'False' |
| ddp: |
| broadcast_buffers: 'True' |
| find_unused_parameters: 'False' |
| static_graph: 'True' |
| distributed_parallelism: fsdp |
| grad_accum_iter: '1' |
| grad_scaler_args: |
| enabled: 'False' |
| logging_iter: '200' |
| max_iter: '100000' |
| max_val_iter: null |
| memory_format: torch.preserve_format |
| profiling: |
| enable_memory_snapshot: 'False' |
| enable_profiling: 'False' |
| profile_freq: '1' |
| profile_memory: 'False' |
| record_shape: 'False' |
| save_s3: 'False' |
| target_ranks: |
| - '0' |
| - '1' |
| - '2' |
| - '3' |
| - '4' |
| - '5' |
| - '6' |
| - '7' |
| with_modules: 'True' |
| with_stack: 'True' |
| run_validation: 'False' |
| run_validation_on_start: 'False' |
| seed: '0' |
| straggler_detection: |
| analyze_backward: 'True' |
| analyze_dataloading: 'True' |
| analyze_forward: 'True' |
| analyze_optimizer: 'True' |
| enabled: 'True' |
| max_diff: '1.5' |
| profile_freq: '1' |
| raise_error: 'True' |
| report_freq: '100' |
| timeout_period: '999999999' |
| type: <class 'cosmos_transfer2._src.imaginaire.trainer.ImaginaireTrainer'> |
| validation_iter: '100' |
| upload_reproducible_setup: 'True' |
|
|
