dev4 sweep tau=0.012 frames=120 -> /home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1-dev3-motion/outputs/hparam_sweep_20260614_063749 ========== [dev4] tau0.012_max_w3_da0.5_lam0.5 (PYTHONPATH=/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1-dev4-detail:/home/dyvm6xra/dyvm6xrauser11/workspace/cz/FlowCache/FlowCache4MAGI-1-dev3-motion) ========== /home/dyvm6xra/dyvm6xrauser11/miniforge3/envs/magi/lib/python3.10/site-packages/timm/models/layers/__init__.py:48: FutureWarning: Importing from timm.models.layers is deprecated, please import via timm.layers warnings.warn(f"Importing from {__name__} is deprecated, please import via timm.layers", FutureWarning) [W614 08:40:25.888062994 CUDAAllocatorConfig.h:28] Warning: expandable_segments not supported on this platform (function operator()) [2026-06-14 08:40:25,341 - INFO] Initialize torch distribution and model parallel successfully [2026-06-14 08:40:25,341 - INFO] MagiConfig(model_config=ModelConfig(model_name='videodit_ardf', num_layers=34, hidden_size=3072, ffn_hidden_size=12288, num_attention_heads=24, num_query_groups=8, kv_channels=128, layernorm_epsilon=1e-06, apply_layernorm_1p=True, x_rescale_factor=1, half_channel_vae=False, params_dtype=torch.bfloat16, patch_size=2, t_patch_size=1, in_channels=16, out_channels=16, cond_hidden_ratio=0.25, caption_channels=4096, caption_max_length=800, xattn_cond_hidden_ratio=1.0, cond_gating_ratio=1.0, gated_linear_unit=False), runtime_config=RuntimeConfig(cfg_number=1, cfg_t_range=[0.0, 0.0217, 0.1, 0.3, 0.999], prev_chunk_scales=[1.5, 1.5, 1.5, 1.0, 1.0], text_scales=[7.5, 7.5, 7.5, 0.0, 0.0], noise2clean_kvrange=[], clean_chunk_kvrange=1, clean_t=0.9999, seed=1234, num_frames=120, video_size_h=720, video_size_w=720, num_steps=64, window_size=4, fps=24, chunk_width=6, t5_pretrained='./downloads/t5_pretrained', t5_device='cuda', vae_pretrained='./downloads/vae', scale_factor=0.18215, temporal_downsample_factor=4, load='./downloads/4.5B_distill'), engine_config=EngineConfig(distributed_backend='nccl', distributed_timeout_minutes=15, pp_size=1, cp_size=1, cp_strategy='none', ulysses_overlap_degree=1, fp8_quant=False, distill_nearly_clean_chunk_threshold=0.3, shortcut_mode='8,16,16', distill=True, kv_offload=False, enable_cuda_graph=False)) [2026-06-14 08:40:25,341 - INFO] Precompute validation prompt embeddings You are using the default legacy behaviour of the . This is expected, and simply means that the `legacy` (previous) behavior will be used so nothing changes for you. If you want to use the new behaviour, set `legacy=False`. This should only be set if you understand what it means, and thoroughly read the reason why this was added as explained in https://github.com/huggingface/transformers/pull/24565 Loading additional config: {'alpha': 0.5, 'compress_kv_cache': True, 'compress_strategy': 'token', 'detail_alpha': 0.5, 'detail_lambda': 0.5, 'detail_window_size': 3, 'discard_nearly_clean_chunk': True, 'log': False, 'mix_lambda': 0.07, 'phase1_steps': 9, 'power': 3, 'print_peak_memory': True, 'query_granularity': 'frame', 'rel_l1_thresh': 0.012, 'score_weighting_method': 'no_weight', 'total_cache_chunk_nums': 5, 'warmup_steps': 5, 'weight_combine_mode': 'max'} Added to args: alpha = 0.5 Added to args: compress_kv_cache = True Added to args: compress_strategy = token Added to args: detail_alpha = 0.5 Added to args: detail_lambda = 0.5 Added to args: detail_window_size = 3 Added to args: discard_nearly_clean_chunk = True Added to args: log = False Added to args: mix_lambda = 0.07 Added to args: phase1_steps = 9 Added to args: power = 3 Added to args: print_peak_memory = True Added to args: query_granularity = frame Added to args: rel_l1_thresh = 0.012 Added to args: score_weighting_method = no_weight Added to args: total_cache_chunk_nums = 5 Added to args: warmup_steps = 5 Added to args: weight_combine_mode = max Running on GPU: NVIDIA H800 GPU Memory before pipeline: 0.00 GB Loading checkpoint shards: 0%| | 0/2 [00:00. This is expected, and simply means that the `legacy` (previous) behavior will be used so nothing changes for you. If you want to use the new behaviour, set `legacy=False`. This should only be set if you understand what it means, and thoroughly read the reason why this was added as explained in https://github.com/huggingface/transformers/pull/24565 Loading additional config: {'alpha': 0.5, 'compress_kv_cache': True, 'compress_strategy': 'token', 'detail_alpha': 0.5, 'detail_lambda': 0.5, 'detail_window_size': 5, 'discard_nearly_clean_chunk': True, 'log': False, 'mix_lambda': 0.07, 'phase1_steps': 9, 'power': 3, 'print_peak_memory': True, 'query_granularity': 'frame', 'rel_l1_thresh': 0.012, 'score_weighting_method': 'no_weight', 'total_cache_chunk_nums': 5, 'warmup_steps': 5, 'weight_combine_mode': 'max'} Added to args: alpha = 0.5 Added to args: compress_kv_cache = True Added to args: compress_strategy = token Added to args: detail_alpha = 0.5 Added to args: detail_lambda = 0.5 Added to args: detail_window_size = 5 Added to args: discard_nearly_clean_chunk = True Added to args: log = False Added to args: mix_lambda = 0.07 Added to args: phase1_steps = 9 Added to args: power = 3 Added to args: print_peak_memory = True Added to args: query_granularity = frame Added to args: rel_l1_thresh = 0.012 Added to args: score_weighting_method = no_weight Added to args: total_cache_chunk_nums = 5 Added to args: warmup_steps = 5 Added to args: weight_combine_mode = max Running on GPU: NVIDIA H800 GPU Memory before pipeline: 0.00 GB Loading checkpoint shards: 0%| | 0/2 [00:00. This is expected, and simply means that the `legacy` (previous) behavior will be used so nothing changes for you. If you want to use the new behaviour, set `legacy=False`. This should only be set if you understand what it means, and thoroughly read the reason why this was added as explained in https://github.com/huggingface/transformers/pull/24565 Loading additional config: {'alpha': 0.5, 'compress_kv_cache': True, 'compress_strategy': 'token', 'detail_alpha': 0.4, 'detail_lambda': 0.5, 'detail_window_size': 3, 'discard_nearly_clean_chunk': True, 'log': False, 'mix_lambda': 0.07, 'phase1_steps': 9, 'power': 3, 'print_peak_memory': True, 'query_granularity': 'frame', 'rel_l1_thresh': 0.012, 'score_weighting_method': 'no_weight', 'total_cache_chunk_nums': 5, 'warmup_steps': 5, 'weight_combine_mode': 'max'} Added to args: alpha = 0.5 Added to args: compress_kv_cache = True Added to args: compress_strategy = token Added to args: detail_alpha = 0.4 Added to args: detail_lambda = 0.5 Added to args: detail_window_size = 3 Added to args: discard_nearly_clean_chunk = True Added to args: log = False Added to args: mix_lambda = 0.07 Added to args: phase1_steps = 9 Added to args: power = 3 Added to args: print_peak_memory = True Added to args: query_granularity = frame Added to args: rel_l1_thresh = 0.012 Added to args: score_weighting_method = no_weight Added to args: total_cache_chunk_nums = 5 Added to args: warmup_steps = 5 Added to args: weight_combine_mode = max Running on GPU: NVIDIA H800 GPU Memory before pipeline: 0.00 GB Loading checkpoint shards: 0%| | 0/2 [00:00. This is expected, and simply means that the `legacy` (previous) behavior will be used so nothing changes for you. If you want to use the new behaviour, set `legacy=False`. This should only be set if you understand what it means, and thoroughly read the reason why this was added as explained in https://github.com/huggingface/transformers/pull/24565 Loading additional config: {'alpha': 0.5, 'compress_kv_cache': True, 'compress_strategy': 'token', 'detail_alpha': 0.6, 'detail_lambda': 0.5, 'detail_window_size': 3, 'discard_nearly_clean_chunk': True, 'log': False, 'mix_lambda': 0.07, 'phase1_steps': 9, 'power': 3, 'print_peak_memory': True, 'query_granularity': 'frame', 'rel_l1_thresh': 0.012, 'score_weighting_method': 'no_weight', 'total_cache_chunk_nums': 5, 'warmup_steps': 5, 'weight_combine_mode': 'max'} Added to args: alpha = 0.5 Added to args: compress_kv_cache = True Added to args: compress_strategy = token Added to args: detail_alpha = 0.6 Added to args: detail_lambda = 0.5 Added to args: detail_window_size = 3 Added to args: discard_nearly_clean_chunk = True Added to args: log = False Added to args: mix_lambda = 0.07 Added to args: phase1_steps = 9 Added to args: power = 3 Added to args: print_peak_memory = True Added to args: query_granularity = frame Added to args: rel_l1_thresh = 0.012 Added to args: score_weighting_method = no_weight Added to args: total_cache_chunk_nums = 5 Added to args: warmup_steps = 5 Added to args: weight_combine_mode = max Running on GPU: NVIDIA H800 GPU Memory before pipeline: 0.00 GB Loading checkpoint shards: 0%| | 0/2 [00:00. This is expected, and simply means that the `legacy` (previous) behavior will be used so nothing changes for you. If you want to use the new behaviour, set `legacy=False`. This should only be set if you understand what it means, and thoroughly read the reason why this was added as explained in https://github.com/huggingface/transformers/pull/24565 Loading additional config: {'alpha': 0.5, 'compress_kv_cache': True, 'compress_strategy': 'token', 'detail_alpha': 0.5, 'detail_lambda': 0.3, 'detail_window_size': 3, 'discard_nearly_clean_chunk': True, 'log': False, 'mix_lambda': 0.07, 'phase1_steps': 9, 'power': 3, 'print_peak_memory': True, 'query_granularity': 'frame', 'rel_l1_thresh': 0.012, 'score_weighting_method': 'no_weight', 'total_cache_chunk_nums': 5, 'warmup_steps': 5, 'weight_combine_mode': 'blend'} Added to args: alpha = 0.5 Added to args: compress_kv_cache = True Added to args: compress_strategy = token Added to args: detail_alpha = 0.5 Added to args: detail_lambda = 0.3 Added to args: detail_window_size = 3 Added to args: discard_nearly_clean_chunk = True Added to args: log = False Added to args: mix_lambda = 0.07 Added to args: phase1_steps = 9 Added to args: power = 3 Added to args: print_peak_memory = True Added to args: query_granularity = frame Added to args: rel_l1_thresh = 0.012 Added to args: score_weighting_method = no_weight Added to args: total_cache_chunk_nums = 5 Added to args: warmup_steps = 5 Added to args: weight_combine_mode = blend Running on GPU: NVIDIA H800 GPU Memory before pipeline: 0.00 GB Loading checkpoint shards: 0%| | 0/2 [00:00. This is expected, and simply means that the `legacy` (previous) behavior will be used so nothing changes for you. If you want to use the new behaviour, set `legacy=False`. This should only be set if you understand what it means, and thoroughly read the reason why this was added as explained in https://github.com/huggingface/transformers/pull/24565 Loading additional config: {'alpha': 0.5, 'compress_kv_cache': True, 'compress_strategy': 'token', 'detail_alpha': 0.5, 'detail_lambda': 0.5, 'detail_window_size': 3, 'discard_nearly_clean_chunk': True, 'log': False, 'mix_lambda': 0.07, 'phase1_steps': 9, 'power': 3, 'print_peak_memory': True, 'query_granularity': 'frame', 'rel_l1_thresh': 0.012, 'score_weighting_method': 'no_weight', 'total_cache_chunk_nums': 5, 'warmup_steps': 5, 'weight_combine_mode': 'blend'} Added to args: alpha = 0.5 Added to args: compress_kv_cache = True Added to args: compress_strategy = token Added to args: detail_alpha = 0.5 Added to args: detail_lambda = 0.5 Added to args: detail_window_size = 3 Added to args: discard_nearly_clean_chunk = True Added to args: log = False Added to args: mix_lambda = 0.07 Added to args: phase1_steps = 9 Added to args: power = 3 Added to args: print_peak_memory = True Added to args: query_granularity = frame Added to args: rel_l1_thresh = 0.012 Added to args: score_weighting_method = no_weight Added to args: total_cache_chunk_nums = 5 Added to args: warmup_steps = 5 Added to args: weight_combine_mode = blend Running on GPU: NVIDIA H800 GPU Memory before pipeline: 0.00 GB Loading checkpoint shards: 0%| | 0/2 [00:00. This is expected, and simply means that the `legacy` (previous) behavior will be used so nothing changes for you. If you want to use the new behaviour, set `legacy=False`. This should only be set if you understand what it means, and thoroughly read the reason why this was added as explained in https://github.com/huggingface/transformers/pull/24565 Loading additional config: {'alpha': 0.5, 'compress_kv_cache': True, 'compress_strategy': 'token', 'detail_alpha': 0.5, 'detail_lambda': 0.7, 'detail_window_size': 3, 'discard_nearly_clean_chunk': True, 'log': False, 'mix_lambda': 0.07, 'phase1_steps': 9, 'power': 3, 'print_peak_memory': True, 'query_granularity': 'frame', 'rel_l1_thresh': 0.012, 'score_weighting_method': 'no_weight', 'total_cache_chunk_nums': 5, 'warmup_steps': 5, 'weight_combine_mode': 'blend'} Added to args: alpha = 0.5 Added to args: compress_kv_cache = True Added to args: compress_strategy = token Added to args: detail_alpha = 0.5 Added to args: detail_lambda = 0.7 Added to args: detail_window_size = 3 Added to args: discard_nearly_clean_chunk = True Added to args: log = False Added to args: mix_lambda = 0.07 Added to args: phase1_steps = 9 Added to args: power = 3 Added to args: print_peak_memory = True Added to args: query_granularity = frame Added to args: rel_l1_thresh = 0.012 Added to args: score_weighting_method = no_weight Added to args: total_cache_chunk_nums = 5 Added to args: warmup_steps = 5 Added to args: weight_combine_mode = blend Running on GPU: NVIDIA H800 GPU Memory before pipeline: 0.00 GB Loading checkpoint shards: 0%| | 0/2 [00:00. This is expected, and simply means that the `legacy` (previous) behavior will be used so nothing changes for you. If you want to use the new behaviour, set `legacy=False`. This should only be set if you understand what it means, and thoroughly read the reason why this was added as explained in https://github.com/huggingface/transformers/pull/24565 Loading additional config: {'alpha': 0.5, 'compress_kv_cache': True, 'compress_strategy': 'token', 'detail_alpha': 0.5, 'detail_lambda': 0.5, 'detail_window_size': 3, 'discard_nearly_clean_chunk': True, 'log': False, 'mix_lambda': 0.07, 'phase1_steps': 9, 'power': 3, 'print_peak_memory': True, 'query_granularity': 'frame', 'rel_l1_thresh': 0.012, 'score_weighting_method': 'no_weight', 'total_cache_chunk_nums': 5, 'warmup_steps': 5, 'weight_combine_mode': 'product'} Added to args: alpha = 0.5 Added to args: compress_kv_cache = True Added to args: compress_strategy = token Added to args: detail_alpha = 0.5 Added to args: detail_lambda = 0.5 Added to args: detail_window_size = 3 Added to args: discard_nearly_clean_chunk = True Added to args: log = False Added to args: mix_lambda = 0.07 Added to args: phase1_steps = 9 Added to args: power = 3 Added to args: print_peak_memory = True Added to args: query_granularity = frame Added to args: rel_l1_thresh = 0.012 Added to args: score_weighting_method = no_weight Added to args: total_cache_chunk_nums = 5 Added to args: warmup_steps = 5 Added to args: weight_combine_mode = product Running on GPU: NVIDIA H800 GPU Memory before pipeline: 0.00 GB Loading checkpoint shards: 0%| | 0/2 [00:00. This is expected, and simply means that the `legacy` (previous) behavior will be used so nothing changes for you. If you want to use the new behaviour, set `legacy=False`. This should only be set if you understand what it means, and thoroughly read the reason why this was added as explained in https://github.com/huggingface/transformers/pull/24565 Loading additional config: {'alpha': 0.5, 'compress_kv_cache': True, 'compress_strategy': 'token', 'detail_alpha': 0.5, 'detail_lambda': 0.5, 'detail_window_size': 5, 'discard_nearly_clean_chunk': True, 'log': False, 'mix_lambda': 0.07, 'phase1_steps': 9, 'power': 3, 'print_peak_memory': True, 'query_granularity': 'frame', 'rel_l1_thresh': 0.012, 'score_weighting_method': 'no_weight', 'total_cache_chunk_nums': 5, 'warmup_steps': 5, 'weight_combine_mode': 'product'} Added to args: alpha = 0.5 Added to args: compress_kv_cache = True Added to args: compress_strategy = token Added to args: detail_alpha = 0.5 Added to args: detail_lambda = 0.5 Added to args: detail_window_size = 5 Added to args: discard_nearly_clean_chunk = True Added to args: log = False Added to args: mix_lambda = 0.07 Added to args: phase1_steps = 9 Added to args: power = 3 Added to args: print_peak_memory = True Added to args: query_granularity = frame Added to args: rel_l1_thresh = 0.012 Added to args: score_weighting_method = no_weight Added to args: total_cache_chunk_nums = 5 Added to args: warmup_steps = 5 Added to args: weight_combine_mode = product Running on GPU: NVIDIA H800 GPU Memory before pipeline: 0.00 GB Loading checkpoint shards: 0%| | 0/2 [00:00. This is expected, and simply means that the `legacy` (previous) behavior will be used so nothing changes for you. If you want to use the new behaviour, set `legacy=False`. This should only be set if you understand what it means, and thoroughly read the reason why this was added as explained in https://github.com/huggingface/transformers/pull/24565 Loading additional config: {'alpha': 0.5, 'compress_kv_cache': True, 'compress_strategy': 'token', 'detail_alpha': 0.5, 'detail_lambda': 0.3, 'detail_window_size': 3, 'discard_nearly_clean_chunk': True, 'log': False, 'mix_lambda': 0.07, 'phase1_steps': 9, 'power': 3, 'print_peak_memory': True, 'query_granularity': 'frame', 'rel_l1_thresh': 0.012, 'score_weighting_method': 'no_weight', 'total_cache_chunk_nums': 5, 'warmup_steps': 5, 'weight_combine_mode': 'blend'} Added to args: alpha = 0.5 Added to args: compress_kv_cache = True Added to args: compress_strategy = token Added to args: detail_alpha = 0.5 Added to args: detail_lambda = 0.3 Added to args: detail_window_size = 3 Added to args: discard_nearly_clean_chunk = True Added to args: log = False Added to args: mix_lambda = 0.07 Added to args: phase1_steps = 9 Added to args: power = 3 Added to args: print_peak_memory = True Added to args: query_granularity = frame Added to args: rel_l1_thresh = 0.012 Added to args: score_weighting_method = no_weight Added to args: total_cache_chunk_nums = 5 Added to args: warmup_steps = 5 Added to args: weight_combine_mode = blend Running on GPU: NVIDIA H800 GPU Memory before pipeline: 0.00 GB Loading checkpoint shards: 0%| | 0/2 [00:00