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'1' + save_to_object_store: + bucket: '' + credentials: '' + enabled: 'False' + strict_resume: 'False' + type: + _target_: + callbacks: null + disable_async: 'False' + verbose: 'True' +dataloader_train: + _target_: + batch_size: '1' + max_samples: '0' + num_workers: '1' + prefetch_factor: '2' + sample_offset: '0' + shard_shuffle_buffer: '0' + shuffle_buffer: '0' + tar_path_pattern: /scratch/wg25/video-compress/smokes/causal_forcing_c3-3_rollout_16train_4val_seed0/parts/train/part-*/shard-00000.tar + uniform_shard_samples: '2' +dataloader_val: + _target_: + batch_sampler: null + batch_size: '1' + collate_fn: null + dataset: at 0x7f87819e1260> + drop_last: 'False' + generator: null + in_order: 'True' + multiprocessing_context: null + num_workers: '0' + persistent_workers: 'False' + pin_memory: 'False' + pin_memory_device: '' + prefetch_factor: null + sampler: null + shuffle: null + timeout: '0' + worker_init_fn: null +defaults: +- _self_ +- trainer: standard +- data_train: dummy +- data_val: dummy +- optimizer: fusedadamw +- scheduler: lambdalinear +- callbacks: basic +- checkpoint: local +- ckpt_type: dcp +- model: fsdp_t2v_distill_rcm +- net: null +- net_compressor: null +- net_teacher: null +- net_causal_teacher: null +- net_bidirectional_teacher: null +- net_fake_score: null +- optimizer_fake_score: fusedadamw +- conditioner: text_nodrop +- ema: power +- tokenizer: wan2pt1_tokenizer +- experiment: null +job: + group: future-sf-scaleup + name: context_compress_causal_forcing_future_sf_c3-3_16train_cr4_packed_temporal_grid_gbs8_lr1e-4_1it + project: Memory_Compression + wandb_mode: disabled +model: + _recursive_: 'False' + _target_: + config: + backward_timesteps: + - '0.9375' + - '0.8333333333333334' + - '0.625' + bidirectional_guidance: 5.0 + bidirectional_teacher_ckpt: '' + causal_guidance: 3.0 + causal_teacher_ckpt: '' + checkpoint: + bucket: '' + credentials: '' + enabled: false + chunk_t: 3 + compressor_ckpt: '' + conditioner: + _target_: + text: + _target_: + dropout_rate: '0.0' + empty_string_embeddings_path: negative_prompt/empty_string_umt5.pt + input_key: + - t5_text_embeddings + use_empty_string: 'False' + context_compression_ae_weight: 1.0 + context_compression_cacheaware_branch: future + context_compression_causal_forcing_numerics: true + context_compression_compressed_context_checkpoint_mode: reentrant + context_compression_compressor_checkpoint_mode: default + context_compression_disable_compressed_context_checkpoint: false + context_compression_history_t: 0 + context_compression_history_t_max: 20 + context_compression_history_t_min: 1 + context_compression_memory_rope_mode: packed_temporal_grid + context_compression_pad_sampled_history_t: false + context_compression_prefix_t_values: + - '3' + - '6' + - '9' + - '12' + - '15' + - '18' + context_compression_rollout_denoise_steps: 4 + context_compression_rollout_detach_history: true + context_compression_rollout_loss_reduction: mean + context_compression_rollout_steps: 0 + context_compression_sample_history_t: false + context_compression_sample_target_start_t: false + context_compression_static_fixed_noise: false + context_compression_static_t: -1.0 + context_compression_static_t_values: '' + context_compression_t_steps: 1,15/16,5/6,5/8,0 + context_compression_target_start_t_max: 0 + context_compression_target_start_t_min: 0 + context_compression_target_t: 3 + context_from_last_step: false + context_from_last_step_start_chunk: 0 + dcm_skipping_interval_steps: 1 + dcm_total_steps: 48 + df_timestep_strategy: random + ema: + enabled: false + iteration_shift: 0 + rate: 0.1 + fake_score_ckpt: '' + first_chunk_t: 3 + fsdp_shard_size: 1 + generation_dit_frozen: true + grad_clip: false + input_caption_key: prompts + input_data_key: videos + input_latent_key: latents + loss_scale: 100.0 + loss_scale_dmd: 1.0 + loss_scale_fake_score: 1.0 + loss_weighting: none + max_simulation_steps_fake: 4 + neg_embed_path: '' + net: + _target_: + cross_attn_norm: 'True' + dim: '1536' + eps: 1e-06 + ffn_dim: '8960' + freq_dim: '256' + in_dim: '16' + model_type: t2v + num_heads: '12' + num_layers: '30' + out_dim: '16' + patch_size: + - '1' + - '2' + - '2' + qk_norm: 'True' + sac_config: + determinism_check: default + every_n_blocks: 1 + mode: block_wise + text_dim: '4096' + text_len: '512' + net_bidirectional_teacher: null + net_causal_teacher: null + net_compressor: + _target_: + cross_attn_norm: 'True' + dim: '1536' + eps: 1e-06 + ffn_dim: '8960' + freq_dim: '256' + in_dim: '16' + max_memory_tokens_per_frame: '1024' + memory_ratio: '0.25' + model_type: t2v + num_heads: '12' + num_layers: '30' + out_dim: '16' + patch_size: + - '1' + - '2' + - '2' + qk_norm: 'True' + sac_config: + determinism_check: default + every_n_blocks: 1 + mode: block_wise + text_dim: '4096' + text_len: '512' + net_fake_score: null + optimizer_fake_score: + _target_: + betas: + - '0.9' + - '0.99' + capturable: 'True' + eps: 1e-08 + lr: '0.0001' + master_weights: 'True' + model: null + optim_type: fusedadam + weight_decay: '0.1' + p_D: + _target_: + shift: '5.0' + p_G: + _target_: + p_mean: '-0.8' + p_std: '1.6' + shift: '5.0' + precision: bfloat16 + rectified_flow_t_scaling_factor: 1000.0 + replayed_training: false + resolution: 480p + sample_timestep_shift: 3.0 + sf_backward_timestep_schedules: [] + sf_simulation_steps_per_chunk: [] + shift3_backward: false + sigma_data: 1.0 + sigma_max: 1600.0 + state_ch: 16 + state_t: 21 + strict_raw_checkpoint_load: true + student_ckpt: /scratch/wg25/video-compress/assets/checkpoints/Causal-Forcing/chunkwise/causal_forcing.pt + student_update_freq: 5 + tangent_warmup: 0 + text_encoder_class: umT5 + text_encoder_path: '' + tokenizer: + _target_: + chunk_duration: '81' + vae_pth: /scratch/wg25/video-compress/assets/checkpoints/Wan2.1_VAE.pth + training_type: cc_cacheaware_self_forcing +model_parallel: + _cpu_offloading_context: null + async_tensor_model_parallel_allreduce: true + autocast_dtype: torch.float32 + barrier_with_L1_time: true + batch_p2p_comm: true + batch_p2p_sync: true + bf16: false + context_parallel_size: 1 + cpu_offloading: false + cpu_offloading_activations: true + cpu_offloading_double_buffering: false + cpu_offloading_num_layers: 0 + cpu_offloading_weights: false + 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 + ep_overlap_early_attn_memory_release: 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 + hybrid_context_parallel: false + max_seqlen_per_dp_cp_rank: null + microbatch_group_size_per_vp_stage: 1 + moe_extended_tp: false + mtp_standalone: 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_: + betas: + - '0.9' + - '0.999' + capturable: 'True' + eps: 1e-08 + lr: '0.0001' + master_weights: 'True' + model: null + optim_type: fusedadam + weight_decay: '0.01' +scheduler: + _target_: + cycle_lengths: + - '1' + f_max: + - '1.0' + f_min: + - '0.5' + f_start: + - 1e-06 + verbosity_interval: '0' + warm_up_steps: + - '100' +trainer: + callbacks: + compile_tokenizer: + _target_: + compile_after_iterations: '0' + dynamic: 'False' + enabled: 'False' + dataloader_speed: + _target_: + every_n: '1' + save_s3: 'False' + step_size: '1' + device_monitor: + _target_: + every_n: '1' + log_memory_detail: 'True' + save_s3: 'False' + step_size: '1' + upload_every_n_mul: '10' + every_n_sample_ema: + _target_: + every_n: '100000000' + is_ema: 'True' + is_image: 'False' + is_sample: 'True' + n_sample_to_save: '64' + num_samples: '2' + num_sampling_step: '50' + run_at_start: 'False' + sample_fix: 'False' + save_s3: 'False' + show_all_frames: 'False' + step_size: '1' + every_n_sample_reg: + _target_: + every_n: '100000000' + is_ema: 'False' + is_image: 'False' + is_sample: 'True' + n_sample_to_save: '64' + num_samples: '2' + num_sampling_step: '50' + run_at_start: 'False' + sample_fix: 'False' + save_s3: 'False' + show_all_frames: 'False' + step_size: '1' + grad_clip: + _target_: + clip_norm: '5.0' + force_finite: 'True' + heart_beat: + _target_: + every_n: '10' + save_s3: 'False' + step_size: '1' + update_interval_in_minute: '20' + iter_speed: + _target_: + every_n: '1' + hit_thres: '5' + save_s3: 'False' + save_s3_every_log_n: '10' + low_prec: + _target_: + config: null + trainer: null + update_iter: '1' + manual_gc: + _target_: + every_n: '5' + warm_up: '5' + wandb: + _target_: + logging_iter_multipler: '1' + save_logging_iter_multipler: '10' + save_s3: 'False' + wandb_10x: + _target_: + logging_iter_multipler: '10' + save_logging_iter_multipler: '1' + save_s3: 'False' + cudnn: + benchmark: 'True' + deterministic: 'False' + ddp: + broadcast_buffers: 'True' + find_unused_parameters: 'False' + static_graph: 'True' + distributed_parallelism: ddp + grad_accum_iter: '1' + grad_scaler_args: + enabled: 'False' + logging_iter: '1' + max_iter: '1' + max_val_iter: null + memory_format: torch.preserve_format + profiling: + enable_memory_snapshot: 'False' + enable_profiling: 'False' + first_n_rank: '8' + profile_freq: '1' + profile_memory: 'True' + record_shape: 'True' + with_modules: 'True' + with_stack: 'True' + run_validation: 'False' + seed: '0' + timeout_period: '999999999' + type: + _target_: + config: null + validation_iter: '100' diff --git a/checkpoints/cf-cr4-smoke-1step/iter_000000001/model/__1_0.distcp b/checkpoints/cf-cr4-smoke-1step/iter_000000001/model/__1_0.distcp new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/checkpoints/cf-cr4-smoke-1step/iter_000000001/model/__2_0.distcp b/checkpoints/cf-cr4-smoke-1step/iter_000000001/model/__2_0.distcp new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/checkpoints/cf-cr4-smoke-1step/iter_000000001/model/__3_0.distcp b/checkpoints/cf-cr4-smoke-1step/iter_000000001/model/__3_0.distcp new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/checkpoints/cf-cr4-smoke-1step/iter_000000001/model/__4_0.distcp b/checkpoints/cf-cr4-smoke-1step/iter_000000001/model/__4_0.distcp new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/checkpoints/cf-cr4-smoke-1step/iter_000000001/model/__5_0.distcp b/checkpoints/cf-cr4-smoke-1step/iter_000000001/model/__5_0.distcp new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/checkpoints/cf-cr4-smoke-1step/iter_000000001/model/__6_0.distcp b/checkpoints/cf-cr4-smoke-1step/iter_000000001/model/__6_0.distcp new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/checkpoints/cf-cr4-smoke-1step/iter_000000001/model/__7_0.distcp b/checkpoints/cf-cr4-smoke-1step/iter_000000001/model/__7_0.distcp new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391