2026-05-18 19:00:52 - INFO - ========================================
2026-05-18 19:00:52 - INFO - Namespace(load_model_path='/raid/yrl/hf_models/Qwen2.5-VL-7B-Instruct', data_path=['/raid/yrl/dataset_v1_60k/full_no_tool_paper_strict_v1/no_text/train.jsonl'], stage='sft_stage2', task='mm-reasoning', save_model_path='/raid/yrl/Monet_no_text_ckpts/stage2_notext_latent8_ce4.0_al2.0_emph2.0', resume_from_checkpoint=False, dataset_root='/raid/yrl/dataset_v1_60k/full_no_tool_paper_strict_v1', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=250, log_freq=10, allow_no_observation=True, lr=1e-05, bsz=1, grad_accum_steps=16, epochs=2, shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=2.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir=None, teacher_reps_dir='/raid/yrl/Monet_no_text_ckpts/teacher_reps_pooled', attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-05-18 19:00:52 - INFO - ========================================
2026-05-18 19:01:16 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -c /raid/.cache/tmp/tmpvtqo2h8f/test.c -o /raid/.cache/tmp/tmpvtqo2h8f/test.o
2026-05-18 19:01:16 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat /raid/.cache/tmp/tmpvtqo2h8f/test.o -laio -o /raid/.cache/tmp/tmpvtqo2h8f/a.out
2026-05-18 19:01:16 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -c /raid/.cache/tmp/tmp7elwfdi8/test.c -o /raid/.cache/tmp/tmp7elwfdi8/test.o
2026-05-18 19:01:16 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat /raid/.cache/tmp/tmp7elwfdi8/test.o -L/usr/local/cuda -L/usr/local/cuda/lib64 -lcufile -o /raid/.cache/tmp/tmp7elwfdi8/a.out
2026-05-18 19:01:16 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -c /raid/.cache/tmp/tmpk5l33vm5/test.c -o /raid/.cache/tmp/tmpk5l33vm5/test.o
2026-05-18 19:01:16 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat /raid/.cache/tmp/tmpk5l33vm5/test.o -laio -o /raid/.cache/tmp/tmpk5l33vm5/a.out
2026-05-19 10:03:03 - INFO - ========================================
2026-05-19 10:03:03 - INFO - Namespace(load_model_path='./checkpoints/model_sft_stage1', data_path='PathToJsonlData', stage='sft_stage1', task='mm-reasoning', save_model_path='./checkpoints/', resume_from_checkpoint=False, dataset_root='', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=250, log_freq=10, allow_no_observation=False, lr=1e-05, bsz=1, grad_accum_steps=4, epochs=10, shuffle_train=False, alignment='observation_all', latent_size=4, ce_emphasize_factor=1.0, only_predict_obs=False, alignment_weight=1.0, alignment_layer=None, emphasize_latent_weight=1.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir=None, teacher_reps_dir=None, attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-05-19 10:03:03 - INFO - ========================================
2026-05-19 10:14:07 - INFO - ========================================
2026-05-19 10:14:07 - INFO - Namespace(load_model_path='/tmp/zillion2/ruoliu/models/Qwen2.5-VL-7B-Instruct', data_path=['/tmp/zillion2/ruoliu/data/dataset_v1_60k/full_no_tool_paper_strict_v1/no_text/train.jsonl'], stage='sft_stage2', task='mm-reasoning', save_model_path='/tmp/zillion2/ruoliu/ckpts/Monet_no_text_ckpts/stage2_notext_latent8_ce4.0_al2.0_emph2.0', resume_from_checkpoint=False, dataset_root='/tmp/zillion2/ruoliu/data/dataset_v1_60k/full_no_tool_paper_strict_v1', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=250, log_freq=10, allow_no_observation=True, lr=1e-05, bsz=1, grad_accum_steps=16, epochs=2, shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=2.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir=None, teacher_reps_dir='/tmp/zillion2/ruoliu/ckpts/Monet_no_text_ckpts/teacher_reps_pooled', attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-05-19 10:14:07 - INFO - ========================================
2026-05-19 10:14:24 - INFO - gcc -pthread -B /tmp/zillion2/ruoliu/conda-envs/monet/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /tmp/zillion2/ruoliu/conda-envs/monet/include -fPIC -O2 -isystem /tmp/zillion2/ruoliu/conda-envs/monet/include -fPIC -c /tmp/tmpu76llmcc/test.c -o /tmp/tmpu76llmcc/test.o
2026-05-19 10:14:24 - INFO - gcc -pthread -B /tmp/zillion2/ruoliu/conda-envs/monet/compiler_compat /tmp/tmpu76llmcc/test.o -laio -o /tmp/tmpu76llmcc/a.out
2026-05-19 10:14:25 - INFO - gcc -pthread -B /tmp/zillion2/ruoliu/conda-envs/monet/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /tmp/zillion2/ruoliu/conda-envs/monet/include -fPIC -O2 -isystem /tmp/zillion2/ruoliu/conda-envs/monet/include -fPIC -c /tmp/tmpp1zn6dp7/test.c -o /tmp/tmpp1zn6dp7/test.o
2026-05-19 10:14:25 - INFO - gcc -pthread -B /tmp/zillion2/ruoliu/conda-envs/monet/compiler_compat /tmp/tmpp1zn6dp7/test.o -L/usr/local/cuda -L/usr/local/cuda/lib64 -lcufile -o /tmp/tmpp1zn6dp7/a.out
2026-05-19 10:14:25 - INFO - gcc -pthread -B /tmp/zillion2/ruoliu/conda-envs/monet/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /tmp/zillion2/ruoliu/conda-envs/monet/include -fPIC -O2 -isystem /tmp/zillion2/ruoliu/conda-envs/monet/include -fPIC -c /tmp/tmpjhx8h1bl/test.c -o /tmp/tmpjhx8h1bl/test.o
2026-05-19 10:14:25 - INFO - gcc -pthread -B /tmp/zillion2/ruoliu/conda-envs/monet/compiler_compat /tmp/tmpjhx8h1bl/test.o -laio -o /tmp/tmpjhx8h1bl/a.out
2026-05-19 10:29:46 - INFO - ========================================
2026-05-19 10:29:46 - INFO - Namespace(load_model_path='/tmp/zillion2/ruoliu/models/Qwen2.5-VL-7B-Instruct', data_path=['/tmp/zillion2/ruoliu/data/dataset_v1_60k/full_no_tool_paper_strict_v1/no_text/train.jsonl'], stage='sft_stage2', task='mm-reasoning', save_model_path='/tmp/zillion2/ruoliu/ckpts/Monet_no_text_ckpts/stage2_notext_latent8_ce4.0_al2.0_emph2.0', resume_from_checkpoint=False, dataset_root='/tmp/zillion2/ruoliu/data/dataset_v1_60k/full_no_tool_paper_strict_v1', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=250, log_freq=10, allow_no_observation=True, lr=1e-05, bsz=1, grad_accum_steps=16, epochs=1, shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=2.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir=None, teacher_reps_dir='/tmp/zillion2/ruoliu/ckpts/Monet_no_text_ckpts/teacher_reps_pooled', attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-05-19 10:29:46 - INFO - ========================================
2026-05-19 10:30:03 - INFO - gcc -pthread -B /tmp/zillion2/ruoliu/conda-envs/monet/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /tmp/zillion2/ruoliu/conda-envs/monet/include -fPIC -O2 -isystem /tmp/zillion2/ruoliu/conda-envs/monet/include -fPIC -c /tmp/tmphto26ul3/test.c -o /tmp/tmphto26ul3/test.o
2026-05-19 10:30:03 - INFO - gcc -pthread -B /tmp/zillion2/ruoliu/conda-envs/monet/compiler_compat /tmp/tmphto26ul3/test.o -laio -o /tmp/tmphto26ul3/a.out
2026-05-19 10:30:03 - INFO - gcc -pthread -B /tmp/zillion2/ruoliu/conda-envs/monet/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /tmp/zillion2/ruoliu/conda-envs/monet/include -fPIC -O2 -isystem /tmp/zillion2/ruoliu/conda-envs/monet/include -fPIC -c /tmp/tmpxkhspdsn/test.c -o /tmp/tmpxkhspdsn/test.o
2026-05-19 10:30:03 - INFO - gcc -pthread -B /tmp/zillion2/ruoliu/conda-envs/monet/compiler_compat /tmp/tmpxkhspdsn/test.o -L/usr/local/cuda -L/usr/local/cuda/lib64 -lcufile -o /tmp/tmpxkhspdsn/a.out
2026-05-19 10:30:03 - INFO - gcc -pthread -B /tmp/zillion2/ruoliu/conda-envs/monet/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /tmp/zillion2/ruoliu/conda-envs/monet/include -fPIC -O2 -isystem /tmp/zillion2/ruoliu/conda-envs/monet/include -fPIC -c /tmp/tmpxrjfuzx4/test.c -o /tmp/tmpxrjfuzx4/test.o
2026-05-19 10:30:03 - INFO - gcc -pthread -B /tmp/zillion2/ruoliu/conda-envs/monet/compiler_compat /tmp/tmpxrjfuzx4/test.o -laio -o /tmp/tmpxrjfuzx4/a.out
2026-05-19 10:41:15 - INFO - ========================================
2026-05-19 10:41:15 - INFO - Namespace(load_model_path='/tmp/zillion2/ruoliu/models/Qwen2.5-VL-7B-Instruct', data_path=['/tmp/zillion2/ruoliu/data/dataset_v1_60k/full_no_tool_paper_strict_v1/no_text/train.jsonl'], stage='sft_stage2', task='mm-reasoning', save_model_path='/tmp/zillion2/ruoliu/ckpts/Monet_no_text_ckpts/stage2_notext_latent8_ce4.0_al2.0_emph2.0', resume_from_checkpoint=False, dataset_root='/tmp/zillion2/ruoliu/data/dataset_v1_60k/full_no_tool_paper_strict_v1', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=250, log_freq=10, allow_no_observation=True, lr=1e-05, bsz=1, grad_accum_steps=32, epochs=2, shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=2.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir=None, teacher_reps_dir='/tmp/zillion2/ruoliu/ckpts/Monet_no_text_ckpts/teacher_reps_pooled', attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-05-19 10:41:15 - INFO - ========================================
2026-05-19 10:41:33 - INFO - gcc -pthread -B /tmp/zillion2/ruoliu/conda-envs/monet/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /tmp/zillion2/ruoliu/conda-envs/monet/include -fPIC -O2 -isystem /tmp/zillion2/ruoliu/conda-envs/monet/include -fPIC -c /tmp/tmp1xm_0qj2/test.c -o /tmp/tmp1xm_0qj2/test.o
2026-05-19 10:41:33 - INFO - gcc -pthread -B /tmp/zillion2/ruoliu/conda-envs/monet/compiler_compat /tmp/tmp1xm_0qj2/test.o -laio -o /tmp/tmp1xm_0qj2/a.out
2026-05-19 10:41:33 - INFO - gcc -pthread -B /tmp/zillion2/ruoliu/conda-envs/monet/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /tmp/zillion2/ruoliu/conda-envs/monet/include -fPIC -O2 -isystem /tmp/zillion2/ruoliu/conda-envs/monet/include -fPIC -c /tmp/tmpaj9b14p0/test.c -o /tmp/tmpaj9b14p0/test.o
2026-05-19 10:41:33 - INFO - gcc -pthread -B /tmp/zillion2/ruoliu/conda-envs/monet/compiler_compat /tmp/tmpaj9b14p0/test.o -L/usr/local/cuda -L/usr/local/cuda/lib64 -lcufile -o /tmp/tmpaj9b14p0/a.out
2026-05-19 10:41:33 - INFO - gcc -pthread -B /tmp/zillion2/ruoliu/conda-envs/monet/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /tmp/zillion2/ruoliu/conda-envs/monet/include -fPIC -O2 -isystem /tmp/zillion2/ruoliu/conda-envs/monet/include -fPIC -c /tmp/tmpetx0_nfc/test.c -o /tmp/tmpetx0_nfc/test.o
2026-05-19 10:41:33 - INFO - gcc -pthread -B /tmp/zillion2/ruoliu/conda-envs/monet/compiler_compat /tmp/tmpetx0_nfc/test.o -laio -o /tmp/tmpetx0_nfc/a.out
2026-05-19 10:43:32 - INFO - ========================================
2026-05-19 10:43:32 - INFO - Namespace(load_model_path='/tmp/zillion2/ruoliu/models/Qwen2.5-VL-7B-Instruct', data_path=['/tmp/zillion2/ruoliu/data/dataset_v1_60k/full_no_tool_paper_strict_v1/no_text/train.jsonl'], stage='sft_stage2', task='mm-reasoning', save_model_path='/tmp/zillion2/ruoliu/ckpts/Monet_no_text_ckpts/stage2_notext_latent8_ce4.0_al2.0_emph2.0', resume_from_checkpoint=False, dataset_root='/tmp/zillion2/ruoliu/data/dataset_v1_60k/full_no_tool_paper_strict_v1', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=250, log_freq=10, allow_no_observation=True, lr=1e-05, bsz=1, grad_accum_steps=32, epochs=2, shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=2.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir=None, teacher_reps_dir='/tmp/zillion2/ruoliu/ckpts/Monet_no_text_ckpts/teacher_reps_pooled', attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-05-19 10:43:32 - INFO - ========================================
2026-05-19 10:45:00 - INFO - ========================================
2026-05-19 10:45:00 - INFO - Namespace(load_model_path='/tmp/zillion2/ruoliu/models/Qwen2.5-VL-7B-Instruct', data_path=['/tmp/zillion2/ruoliu/data/dataset_v1_60k/full_no_tool_paper_strict_v1/no_text/train.jsonl'], stage='sft_stage2', task='mm-reasoning', save_model_path='/tmp/zillion2/ruoliu/ckpts/Monet_no_text_ckpts/stage2_notext_latent8_ce4.0_al2.0_emph2.0', resume_from_checkpoint=False, dataset_root='/tmp/zillion2/ruoliu/data/dataset_v1_60k/full_no_tool_paper_strict_v1', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=250, log_freq=10, allow_no_observation=True, lr=1e-05, bsz=1, grad_accum_steps=32, epochs=2, shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=2.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir=None, teacher_reps_dir='/tmp/zillion2/ruoliu/ckpts/Monet_no_text_ckpts/teacher_reps_pooled', attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-05-19 10:45:00 - INFO - ========================================
2026-05-19 10:45:17 - INFO - gcc -pthread -B /tmp/zillion2/ruoliu/conda-envs/monet/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /tmp/zillion2/ruoliu/conda-envs/monet/include -fPIC -O2 -isystem /tmp/zillion2/ruoliu/conda-envs/monet/include -fPIC -c /tmp/tmpjx4yezuc/test.c -o /tmp/tmpjx4yezuc/test.o
2026-05-19 10:45:17 - INFO - gcc -pthread -B /tmp/zillion2/ruoliu/conda-envs/monet/compiler_compat /tmp/tmpjx4yezuc/test.o -laio -o /tmp/tmpjx4yezuc/a.out
2026-05-19 10:45:17 - INFO - gcc -pthread -B /tmp/zillion2/ruoliu/conda-envs/monet/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /tmp/zillion2/ruoliu/conda-envs/monet/include -fPIC -O2 -isystem /tmp/zillion2/ruoliu/conda-envs/monet/include -fPIC -c /tmp/tmp0cha42tl/test.c -o /tmp/tmp0cha42tl/test.o
2026-05-19 10:45:17 - INFO - gcc -pthread -B /tmp/zillion2/ruoliu/conda-envs/monet/compiler_compat /tmp/tmp0cha42tl/test.o -L/usr/local/cuda -L/usr/local/cuda/lib64 -lcufile -o /tmp/tmp0cha42tl/a.out
2026-05-19 10:45:17 - INFO - gcc -pthread -B /tmp/zillion2/ruoliu/conda-envs/monet/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /tmp/zillion2/ruoliu/conda-envs/monet/include -fPIC -O2 -isystem /tmp/zillion2/ruoliu/conda-envs/monet/include -fPIC -c /tmp/tmpo1cqmwy6/test.c -o /tmp/tmpo1cqmwy6/test.o
2026-05-19 10:45:18 - INFO - gcc -pthread -B /tmp/zillion2/ruoliu/conda-envs/monet/compiler_compat /tmp/tmpo1cqmwy6/test.o -laio -o /tmp/tmpo1cqmwy6/a.out
2026-05-19 12:44:55 - INFO - ========================================
2026-05-19 12:44:55 - INFO - Namespace(load_model_path='/tmp/zillion2/ruoliu/models/Qwen2.5-VL-7B-Instruct', data_path=['/tmp/zillion2/ruoliu/data/dataset_v1_60k/full_no_tool_paper_strict_v1/no_text/train.jsonl'], stage='sft_stage2', task='mm-reasoning', save_model_path='/tmp/zillion2/ruoliu/ckpts/Monet_no_text_ckpts/stage2_notext_latent8_ce4.0_al2.0_emph2.0', resume_from_checkpoint=False, dataset_root='/tmp/zillion2/ruoliu/data/dataset_v1_60k/full_no_tool_paper_strict_v1', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=250, log_freq=10, allow_no_observation=True, lr=1e-05, bsz=1, grad_accum_steps=32, epochs=2, shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=2.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir=None, teacher_reps_dir='/tmp/zillion2/ruoliu/ckpts/Monet_no_text_ckpts/teacher_reps_pooled', attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-05-19 12:44:55 - INFO - ========================================
2026-05-19 12:45:14 - INFO - gcc -pthread -B /tmp/zillion2/ruoliu/conda-envs/monet/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /tmp/zillion2/ruoliu/conda-envs/monet/include -fPIC -O2 -isystem /tmp/zillion2/ruoliu/conda-envs/monet/include -fPIC -c /tmp/tmpy_wzlrz8/test.c -o /tmp/tmpy_wzlrz8/test.o
2026-05-19 12:45:14 - INFO - gcc -pthread -B /tmp/zillion2/ruoliu/conda-envs/monet/compiler_compat /tmp/tmpy_wzlrz8/test.o -laio -o /tmp/tmpy_wzlrz8/a.out
2026-05-19 12:45:14 - INFO - gcc -pthread -B /tmp/zillion2/ruoliu/conda-envs/monet/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /tmp/zillion2/ruoliu/conda-envs/monet/include -fPIC -O2 -isystem /tmp/zillion2/ruoliu/conda-envs/monet/include -fPIC -c /tmp/tmp5hh_ir6f/test.c -o /tmp/tmp5hh_ir6f/test.o
2026-05-19 12:45:14 - INFO - gcc -pthread -B /tmp/zillion2/ruoliu/conda-envs/monet/compiler_compat /tmp/tmp5hh_ir6f/test.o -L/usr/local/cuda -L/usr/local/cuda/lib64 -lcufile -o /tmp/tmp5hh_ir6f/a.out
2026-05-21 03:18:52 - INFO - ========================================
2026-05-21 03:18:52 - INFO - Namespace(load_model_path='/tmp/zillion2/ruoliu/models/Qwen2.5-VL-7B-Instruct', data_path=['/tmp/zillion2/ruoliu/data/dataset_v1_60k/full_no_tool_paper_strict_v1/no_text/train.jsonl'], stage='sft_stage3', task='mm-reasoning', save_model_path='/tmp/zillion2/ruoliu/ckpts/Monet_no_text_ckpts/stage3_notext_latent8_ce4.0_al2.0', resume_from_checkpoint=False, dataset_root='/tmp/zillion2/ruoliu/data/dataset_v1_60k/full_no_tool_paper_strict_v1', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=250, log_freq=10, allow_no_observation=True, lr=1e-05, bsz=1, grad_accum_steps=32, epochs=2, shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=1.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir='/tmp/zillion2/ruoliu/ckpts/Monet_no_text_ckpts/teacher_latents', teacher_reps_dir=None, attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-05-21 03:18:52 - INFO - ========================================
2026-05-21 10:35:47 - INFO - ========================================
2026-05-21 10:35:47 - INFO - Namespace(load_model_path='/local/jn20658/monet_workdir/models/Qwen2.5-VL-7B-Instruct', data_path=['/local/jn20658/monet_workdir/data/dataset_v1_60k/full_no_tool_paper_strict_v1/no_text/train.jsonl'], stage='sft_stage3', task='mm-reasoning', save_model_path='/local/jn20658/monet_workdir/ckpts/Monet_no_text_ckpts/stage3_notext_latent8_ce4.0_al2.0', resume_from_checkpoint=False, dataset_root='/local/jn20658/monet_workdir/data/dataset_v1_60k/full_no_tool_paper_strict_v1', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=250, log_freq=10, allow_no_observation=True, lr=1e-05, bsz=1, grad_accum_steps=32, epochs=2, shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=1.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir='/local/jn20658/monet_workdir/ckpts/Monet_no_text_ckpts/teacher_latents', teacher_reps_dir=None, attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-05-21 10:35:47 - INFO - ========================================
2026-05-21 10:36:05 - INFO - gcc -pthread -B /tmp/zillion2/ruoliu/conda-envs/monet/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /tmp/zillion2/ruoliu/conda-envs/monet/include -fPIC -O2 -isystem /tmp/zillion2/ruoliu/conda-envs/monet/include -fPIC -c /tmp/tmptnpiqash/test.c -o /tmp/tmptnpiqash/test.o
2026-05-21 10:36:05 - INFO - gcc -pthread -B /tmp/zillion2/ruoliu/conda-envs/monet/compiler_compat /tmp/tmptnpiqash/test.o -laio -o /tmp/tmptnpiqash/a.out
2026-05-21 10:36:05 - INFO - gcc -pthread -B /tmp/zillion2/ruoliu/conda-envs/monet/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /tmp/zillion2/ruoliu/conda-envs/monet/include -fPIC -O2 -isystem /tmp/zillion2/ruoliu/conda-envs/monet/include -fPIC -c /tmp/tmph2_097kn/test.c -o /tmp/tmph2_097kn/test.o
2026-05-21 10:36:05 - INFO - gcc -pthread -B /tmp/zillion2/ruoliu/conda-envs/monet/compiler_compat /tmp/tmph2_097kn/test.o -L/usr/local/cuda -L/usr/local/cuda/lib64 -lcufile -o /tmp/tmph2_097kn/a.out
2026-05-21 10:36:05 - INFO - gcc -pthread -B /tmp/zillion2/ruoliu/conda-envs/monet/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /tmp/zillion2/ruoliu/conda-envs/monet/include -fPIC -O2 -isystem /tmp/zillion2/ruoliu/conda-envs/monet/include -fPIC -c /tmp/tmp_et1ex13/test.c -o /tmp/tmp_et1ex13/test.o
2026-05-21 10:36:05 - INFO - gcc -pthread -B /tmp/zillion2/ruoliu/conda-envs/monet/compiler_compat /tmp/tmp_et1ex13/test.o -laio -o /tmp/tmp_et1ex13/a.out
2026-05-29 09:59:55 - INFO - ========================================
2026-05-29 09:59:55 - INFO - Namespace(load_model_path='/home/jn20658/william/monet_stage3/models/Qwen2.5-VL-7B-Instruct', data_path=['/home/jn20658/william/monet_stage3/data/no_text/train.jsonl'], stage='sft_stage3', task='mm-reasoning', save_model_path='/home/jn20658/william/monet_stage3/ckpts/stage3_notext_maskcurriculum_0.7to0_lin_16gpu', resume_from_checkpoint=False, dataset_root='/home/jn20658/william/monet_stage3/data', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=50, log_freq=10, allow_no_observation=True, lr=1e-05, bsz=1, grad_accum_steps=8, epochs=2, shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=1.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, stage3_input_img_mask_ratio=0.0, stage3_img_mask_curriculum=True, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir='/home/jn20658/william/monet_stage3/teacher_latents', teacher_reps_dir=None, online_teacher=False, online_teacher_model_path=None, attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-05-29 09:59:55 - INFO - ========================================
2026-05-29 10:00:25 - INFO - gcc -pthread -B /data/fs201130/jn20658/envs/monet/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /data/fs201130/jn20658/envs/monet/include -fPIC -O2 -isystem /data/fs201130/jn20658/envs/monet/include -fPIC -c /tmp/tmpiw7wdy1w/test.c -o /tmp/tmpiw7wdy1w/test.o
2026-05-29 10:00:25 - INFO - gcc -pthread -B /data/fs201130/jn20658/envs/monet/compiler_compat /tmp/tmpiw7wdy1w/test.o -laio -o /tmp/tmpiw7wdy1w/a.out
2026-05-29 10:00:25 - INFO - gcc -pthread -B /data/fs201130/jn20658/envs/monet/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /data/fs201130/jn20658/envs/monet/include -fPIC -O2 -isystem /data/fs201130/jn20658/envs/monet/include -fPIC -c /tmp/tmpqf33phl4/test.c -o /tmp/tmpqf33phl4/test.o
2026-05-29 10:00:25 - INFO - gcc -pthread -B /data/fs201130/jn20658/envs/monet/compiler_compat /tmp/tmpqf33phl4/test.o -L/usr/local/cuda -L/usr/local/cuda/lib64 -lcufile -o /tmp/tmpqf33phl4/a.out
2026-05-29 10:00:25 - INFO - gcc -pthread -B /data/fs201130/jn20658/envs/monet/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /data/fs201130/jn20658/envs/monet/include -fPIC -O2 -isystem /data/fs201130/jn20658/envs/monet/include -fPIC -c /tmp/tmpe5nm5v3i/test.c -o /tmp/tmpe5nm5v3i/test.o
2026-05-29 10:00:25 - INFO - gcc -pthread -B /data/fs201130/jn20658/envs/monet/compiler_compat /tmp/tmpe5nm5v3i/test.o -laio -o /tmp/tmpe5nm5v3i/a.out
2026-05-30 15:18:30 - INFO - ========================================
2026-05-30 15:18:30 - INFO - Namespace(load_model_path='/mnt/zillion2/project/lvr/models/Qwen2.5-VL-7B-Instruct', data_path=['/mnt/zillion2/project/lvr/data/dataset_v1_60k/full_no_tool_paper_strict_v1/no_text/train.jsonl'], stage='sft_stage3', task='mm-reasoning', save_model_path='/tmp/monet_stage3_smoke_20260530_151421/ckpt', resume_from_checkpoint=False, dataset_root='/mnt/zillion2/project/lvr/data/dataset_v1_60k/full_no_tool_paper_strict_v1', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=999999, log_freq=1, allow_no_observation=True, lr=1e-05, bsz=2, grad_accum_steps=1, epochs=1, shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=1.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, stage3_input_img_mask_ratio=0.0, stage3_img_mask_curriculum=True, stage3_img_mask_start=0.0, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir='/tmp/monet_stage3_smoke_20260530_151421/teacher_cache', teacher_reps_dir=None, online_teacher=True, online_teacher_model_path='/mnt/zillion2/project/lvr/ckpts/Monet_no_text_ckpts/stage2_notext_latent8_ce4.0_al2.0_emph2.0', attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-05-30 15:18:30 - INFO - ========================================
2026-05-30 15:32:07 - INFO - ========================================
2026-05-30 15:32:07 - INFO - Namespace(load_model_path='/raid/yrl/hf_models/Qwen2.5-VL-7B-Instruct', data_path=['/raid/yrl/dataset_v1_60k/full_no_tool_paper_strict_v1/no_text/train.jsonl'], stage='sft_stage3', task='mm-reasoning', save_model_path='/raid/.cache/tmp/monet_stage3_smoke_20260530_153158/ckpt', resume_from_checkpoint=False, dataset_root='/raid/yrl/dataset_v1_60k/full_no_tool_paper_strict_v1', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=999999, log_freq=1, allow_no_observation=True, lr=1e-05, bsz=1, grad_accum_steps=1, epochs=1, shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=1.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, stage3_input_img_mask_ratio=0.8, stage3_img_mask_curriculum=False, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir='/raid/yrl/Monet_no_text_ckpts/teacher_latents', teacher_reps_dir=None, online_teacher=False, online_teacher_model_path=None, attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-05-30 15:32:07 - INFO - ========================================
2026-05-30 15:32:26 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -c /raid/.cache/tmp/tmpzgj0mpvm/test.c -o /raid/.cache/tmp/tmpzgj0mpvm/test.o
2026-05-30 15:32:26 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat /raid/.cache/tmp/tmpzgj0mpvm/test.o -laio -o /raid/.cache/tmp/tmpzgj0mpvm/a.out
2026-05-30 15:32:27 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -c /raid/.cache/tmp/tmpq4kaxdu5/test.c -o /raid/.cache/tmp/tmpq4kaxdu5/test.o
2026-05-30 15:32:27 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat /raid/.cache/tmp/tmpq4kaxdu5/test.o -L/usr/local/cuda -L/usr/local/cuda/lib64 -lcufile -o /raid/.cache/tmp/tmpq4kaxdu5/a.out
2026-05-30 15:32:27 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -c /raid/.cache/tmp/tmpq3sk7ea6/test.c -o /raid/.cache/tmp/tmpq3sk7ea6/test.o
2026-05-30 15:32:27 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat /raid/.cache/tmp/tmpq3sk7ea6/test.o -laio -o /raid/.cache/tmp/tmpq3sk7ea6/a.out
2026-05-30 15:36:18 - INFO - ========================================
2026-05-30 15:36:18 - INFO - Namespace(load_model_path='/raid/yrl/hf_models/Qwen2.5-VL-7B-Instruct', data_path=['/raid/yrl/dataset_v1_60k/full_no_tool_paper_strict_v1/no_text/train.jsonl'], stage='sft_stage3', task='mm-reasoning', save_model_path='/raid/.cache/tmp/monet_stage3_smoke_20260530_153610_bsz8/ckpt', resume_from_checkpoint=False, dataset_root='/raid/yrl/dataset_v1_60k/full_no_tool_paper_strict_v1', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=999999, log_freq=1, allow_no_observation=True, lr=1e-05, bsz=8, grad_accum_steps=1, epochs=1, shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=1.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, stage3_input_img_mask_ratio=0.8, stage3_img_mask_curriculum=False, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir='/raid/yrl/Monet_no_text_ckpts/teacher_latents', teacher_reps_dir=None, online_teacher=False, online_teacher_model_path=None, attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-05-30 15:36:18 - INFO - ========================================
2026-05-30 15:36:38 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -c /raid/.cache/tmp/tmpj0hszq36/test.c -o /raid/.cache/tmp/tmpj0hszq36/test.o
2026-05-30 15:36:38 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat /raid/.cache/tmp/tmpj0hszq36/test.o -laio -o /raid/.cache/tmp/tmpj0hszq36/a.out
2026-05-30 15:36:38 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -c /raid/.cache/tmp/tmp9a9ffwdm/test.c -o /raid/.cache/tmp/tmp9a9ffwdm/test.o
2026-05-30 15:36:38 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat /raid/.cache/tmp/tmp9a9ffwdm/test.o -L/usr/local/cuda -L/usr/local/cuda/lib64 -lcufile -o /raid/.cache/tmp/tmp9a9ffwdm/a.out
2026-05-30 15:36:38 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -c /raid/.cache/tmp/tmpbe3h6_nw/test.c -o /raid/.cache/tmp/tmpbe3h6_nw/test.o
2026-05-30 15:36:38 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat /raid/.cache/tmp/tmpbe3h6_nw/test.o -laio -o /raid/.cache/tmp/tmpbe3h6_nw/a.out
2026-05-30 15:44:15 - INFO - ========================================
2026-05-30 15:44:15 - INFO - Namespace(load_model_path='/raid/yrl/hf_models/Qwen2.5-VL-7B-Instruct', data_path=['/raid/yrl/dataset_v1_60k/full_no_tool_paper_strict_v1/no_text/train.jsonl'], stage='sft_stage3', task='mm-reasoning', save_model_path='/raid/.cache/tmp/monet_stage3_smoke_20260530_154403_bsz4/ckpt', resume_from_checkpoint=False, dataset_root='/raid/yrl/dataset_v1_60k/full_no_tool_paper_strict_v1', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=999999, log_freq=1, allow_no_observation=True, lr=1e-05, bsz=4, grad_accum_steps=1, epochs=1, shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=1.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, stage3_input_img_mask_ratio=0.8, stage3_img_mask_curriculum=False, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir='/raid/yrl/Monet_no_text_ckpts/teacher_latents', teacher_reps_dir=None, online_teacher=False, online_teacher_model_path=None, attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-05-30 15:44:15 - INFO - ========================================
2026-05-30 15:44:34 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -c /raid/.cache/tmp/tmp3xp7q31c/test.c -o /raid/.cache/tmp/tmp3xp7q31c/test.o
2026-05-30 15:44:34 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat /raid/.cache/tmp/tmp3xp7q31c/test.o -laio -o /raid/.cache/tmp/tmp3xp7q31c/a.out
2026-05-30 15:44:34 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -c /raid/.cache/tmp/tmpgnskfdnv/test.c -o /raid/.cache/tmp/tmpgnskfdnv/test.o
2026-05-30 15:44:34 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat /raid/.cache/tmp/tmpgnskfdnv/test.o -L/usr/local/cuda -L/usr/local/cuda/lib64 -lcufile -o /raid/.cache/tmp/tmpgnskfdnv/a.out
2026-05-30 15:44:35 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -c /raid/.cache/tmp/tmpo1n2d5hr/test.c -o /raid/.cache/tmp/tmpo1n2d5hr/test.o
2026-05-30 15:44:35 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat /raid/.cache/tmp/tmpo1n2d5hr/test.o -laio -o /raid/.cache/tmp/tmpo1n2d5hr/a.out
2026-05-30 15:50:34 - INFO - ========================================
2026-05-30 15:50:34 - INFO - Namespace(load_model_path='/raid/yrl/hf_models/Qwen2.5-VL-7B-Instruct', data_path=['/raid/yrl/dataset_v1_60k/full_no_tool_paper_strict_v1/no_text/train.jsonl'], stage='sft_stage3', task='mm-reasoning', save_model_path='/raid/.cache/tmp/monet_stage3_smoke_20260530_155026_bsz2/ckpt', resume_from_checkpoint=False, dataset_root='/raid/yrl/dataset_v1_60k/full_no_tool_paper_strict_v1', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=999999, log_freq=1, allow_no_observation=True, lr=1e-05, bsz=2, grad_accum_steps=1, epochs=1, shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=1.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, stage3_input_img_mask_ratio=0.8, stage3_img_mask_curriculum=False, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir='/raid/yrl/Monet_no_text_ckpts/teacher_latents', teacher_reps_dir=None, online_teacher=False, online_teacher_model_path=None, attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-05-30 15:50:34 - INFO - ========================================
2026-05-30 15:50:53 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -c /raid/.cache/tmp/tmp2em9wr07/test.c -o /raid/.cache/tmp/tmp2em9wr07/test.o
2026-05-30 15:50:53 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat /raid/.cache/tmp/tmp2em9wr07/test.o -laio -o /raid/.cache/tmp/tmp2em9wr07/a.out
2026-05-30 15:50:54 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -c /raid/.cache/tmp/tmp8j4xv40d/test.c -o /raid/.cache/tmp/tmp8j4xv40d/test.o
2026-05-30 15:50:54 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat /raid/.cache/tmp/tmp8j4xv40d/test.o -L/usr/local/cuda -L/usr/local/cuda/lib64 -lcufile -o /raid/.cache/tmp/tmp8j4xv40d/a.out
2026-05-30 15:50:54 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -c /raid/.cache/tmp/tmpvza7e3y1/test.c -o /raid/.cache/tmp/tmpvza7e3y1/test.o
2026-05-30 15:50:54 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat /raid/.cache/tmp/tmpvza7e3y1/test.o -laio -o /raid/.cache/tmp/tmpvza7e3y1/a.out
2026-05-30 22:43:05 - INFO - ========================================
2026-05-30 22:43:05 - INFO - Namespace(load_model_path='/blue/wdixon/wang.yixuan/project/monet_stage3/models/Qwen2.5-VL-7B-Instruct', data_path=['/blue/wdixon/wang.yixuan/project/monet_stage3/data/no_text_bbox/debug256_clean.jsonl'], stage='sft_stage3', task='mm-reasoning', save_model_path='/blue/wdixon/wang.yixuan/project/monet_stage3/ckpts_bbox/smoke_1gpu_bsz8', resume_from_checkpoint=False, dataset_root='/blue/wdixon/wang.yixuan/project/monet_stage3/data', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=1000, log_freq=1, allow_no_observation=True, lr=1e-05, bsz=8, grad_accum_steps=1, epochs=2, shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=1.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, stage3_input_img_mask_ratio=0.0, stage3_img_mask_curriculum=False, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir='/blue/wdixon/wang.yixuan/project/monet_stage3/teacher_latents_bbox_offline', teacher_reps_dir=None, online_teacher=False, online_teacher_model_path=None, attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-05-30 22:43:05 - INFO - ========================================
2026-05-30 22:43:49 - INFO - gcc -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -c /tmp/claude-2227/tmp_91pl0z5/test.c -o /tmp/claude-2227/tmp_91pl0z5/test.o
2026-05-30 22:43:49 - INFO - gcc /tmp/claude-2227/tmp_91pl0z5/test.o -laio -o /tmp/claude-2227/tmp_91pl0z5/a.out
2026-05-30 22:43:49 - INFO - gcc -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -c /tmp/claude-2227/tmpsqt0z4wj/test.c -o /tmp/claude-2227/tmpsqt0z4wj/test.o
2026-05-30 22:43:49 - INFO - gcc /tmp/claude-2227/tmpsqt0z4wj/test.o -L/apps/compilers/cuda/12.8.1 -L/apps/compilers/cuda/12.8.1/lib64 -lcufile -o /tmp/claude-2227/tmpsqt0z4wj/a.out
2026-05-30 22:43:49 - INFO - gcc -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -c /tmp/claude-2227/tmpoobck__v/test.c -o /tmp/claude-2227/tmpoobck__v/test.o
2026-05-30 22:43:49 - INFO - gcc /tmp/claude-2227/tmpoobck__v/test.o -laio -o /tmp/claude-2227/tmpoobck__v/a.out
2026-05-30 22:50:29 - INFO - ========================================
2026-05-30 22:50:29 - INFO - Namespace(load_model_path='/blue/wdixon/wang.yixuan/project/monet_stage3/models/Qwen2.5-VL-7B-Instruct', data_path=['/blue/wdixon/wang.yixuan/project/monet_stage3/data/no_text_bbox/debug256_clean.jsonl'], stage='sft_stage3', task='mm-reasoning', save_model_path='/blue/wdixon/wang.yixuan/project/monet_stage3/ckpts_bbox/diag_bsz1', resume_from_checkpoint=False, dataset_root='/blue/wdixon/wang.yixuan/project/monet_stage3/data', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=100000, log_freq=1, allow_no_observation=True, lr=1e-05, bsz=1, grad_accum_steps=1, epochs=2, shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=1.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, stage3_input_img_mask_ratio=0.0, stage3_img_mask_curriculum=False, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir='/blue/wdixon/wang.yixuan/project/monet_stage3/teacher_latents_bbox_offline', teacher_reps_dir=None, online_teacher=False, online_teacher_model_path=None, attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-05-30 22:50:29 - INFO - ========================================
2026-05-30 22:50:46 - INFO - gcc -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -c /tmp/claude-2227/tmpurwgn6cu/test.c -o /tmp/claude-2227/tmpurwgn6cu/test.o
2026-05-30 22:50:46 - INFO - gcc /tmp/claude-2227/tmpurwgn6cu/test.o -laio -o /tmp/claude-2227/tmpurwgn6cu/a.out
2026-05-30 22:50:46 - INFO - gcc -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -c /tmp/claude-2227/tmp1dizn1_4/test.c -o /tmp/claude-2227/tmp1dizn1_4/test.o
2026-05-30 22:50:46 - INFO - gcc /tmp/claude-2227/tmp1dizn1_4/test.o -L/apps/compilers/cuda/12.8.1 -L/apps/compilers/cuda/12.8.1/lib64 -lcufile -o /tmp/claude-2227/tmp1dizn1_4/a.out
2026-05-30 22:50:46 - INFO - gcc -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -c /tmp/claude-2227/tmpvlhab55m/test.c -o /tmp/claude-2227/tmpvlhab55m/test.o
2026-05-30 22:50:46 - INFO - gcc /tmp/claude-2227/tmpvlhab55m/test.o -laio -o /tmp/claude-2227/tmpvlhab55m/a.out
2026-05-30 22:54:20 - INFO - ========================================
2026-05-30 22:54:20 - INFO - Namespace(load_model_path='/blue/wdixon/wang.yixuan/project/monet_stage3/models/Qwen2.5-VL-7B-Instruct', data_path=['/blue/wdixon/wang.yixuan/project/monet_stage3/data/no_text_bbox/nan1.jsonl'], stage='sft_stage3', task='mm-reasoning', save_model_path='/blue/wdixon/wang.yixuan/project/monet_stage3/ckpts_bbox/probe_nan1', resume_from_checkpoint=False, dataset_root='/blue/wdixon/wang.yixuan/project/monet_stage3/data', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=100000, log_freq=1, allow_no_observation=True, lr=1e-05, bsz=1, grad_accum_steps=1, epochs=2, shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=1.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, stage3_input_img_mask_ratio=0.0, stage3_img_mask_curriculum=False, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir='/blue/wdixon/wang.yixuan/project/monet_stage3/teacher_latents_bbox_offline', teacher_reps_dir=None, online_teacher=False, online_teacher_model_path=None, attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-05-30 22:54:20 - INFO - ========================================
2026-05-30 22:56:10 - INFO - ========================================
2026-05-30 22:56:10 - INFO - Namespace(load_model_path='/blue/wdixon/wang.yixuan/project/monet_stage3/models/Qwen2.5-VL-7B-Instruct', data_path=['/blue/wdixon/wang.yixuan/project/monet_stage3/data/no_text_bbox/nan1.jsonl'], stage='sft_stage3', task='mm-reasoning', save_model_path='/blue/wdixon/wang.yixuan/project/monet_stage3/ckpts_bbox/probe_nan1', resume_from_checkpoint=False, dataset_root='/blue/wdixon/wang.yixuan/project/monet_stage3/data', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=100000, log_freq=1, allow_no_observation=True, lr=1e-05, bsz=1, grad_accum_steps=1, epochs=2, shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=1.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, stage3_input_img_mask_ratio=0.0, stage3_img_mask_curriculum=False, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir='/blue/wdixon/wang.yixuan/project/monet_stage3/teacher_latents_bbox_offline', teacher_reps_dir=None, online_teacher=False, online_teacher_model_path=None, attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-05-30 22:56:10 - INFO - ========================================
2026-05-30 22:56:25 - INFO - gcc -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -c /tmp/claude-2227/tmprx6h08z6/test.c -o /tmp/claude-2227/tmprx6h08z6/test.o
2026-05-30 22:56:25 - INFO - gcc /tmp/claude-2227/tmprx6h08z6/test.o -laio -o /tmp/claude-2227/tmprx6h08z6/a.out
2026-05-30 22:56:25 - INFO - gcc -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -c /tmp/claude-2227/tmpwq3p6m08/test.c -o /tmp/claude-2227/tmpwq3p6m08/test.o
2026-05-30 22:56:25 - INFO - gcc /tmp/claude-2227/tmpwq3p6m08/test.o -L/apps/compilers/cuda/12.8.1 -L/apps/compilers/cuda/12.8.1/lib64 -lcufile -o /tmp/claude-2227/tmpwq3p6m08/a.out
2026-05-30 22:56:25 - INFO - gcc -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -c /tmp/claude-2227/tmp_oljh9ao/test.c -o /tmp/claude-2227/tmp_oljh9ao/test.o
2026-05-30 22:56:25 - INFO - gcc /tmp/claude-2227/tmp_oljh9ao/test.o -laio -o /tmp/claude-2227/tmp_oljh9ao/a.out
2026-05-30 22:56:59 - ERROR - [NAN_DEBUG] Forward-1 ce_patch_vec NON-FINITE for sample={'dataset_name': 'bbox_highlight', 'sample_id': 'viscot_flickr30k_train_113937'} shape=(8, 3584) absmax=nan
2026-05-30 22:58:47 - INFO - ========================================
2026-05-30 22:58:47 - INFO - Namespace(load_model_path='/blue/wdixon/wang.yixuan/project/monet_stage3/models/Qwen2.5-VL-7B-Instruct', data_path=['/blue/wdixon/wang.yixuan/project/monet_stage3/data/no_text_bbox/nan1.jsonl'], stage='sft_stage3', task='mm-reasoning', save_model_path='/blue/wdixon/wang.yixuan/project/monet_stage3/ckpts_bbox/probe_param', resume_from_checkpoint=False, dataset_root='/blue/wdixon/wang.yixuan/project/monet_stage3/data', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=100000, log_freq=1, allow_no_observation=True, lr=1e-05, bsz=1, grad_accum_steps=1, epochs=2, shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=1.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, stage3_input_img_mask_ratio=0.0, stage3_img_mask_curriculum=False, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir='/blue/wdixon/wang.yixuan/project/monet_stage3/teacher_latents_bbox_offline', teacher_reps_dir=None, online_teacher=False, online_teacher_model_path=None, attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-05-30 22:58:47 - INFO - ========================================
2026-05-30 22:59:01 - INFO - gcc -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -c /tmp/claude-2227/tmplxytwv04/test.c -o /tmp/claude-2227/tmplxytwv04/test.o
2026-05-30 22:59:01 - INFO - gcc /tmp/claude-2227/tmplxytwv04/test.o -laio -o /tmp/claude-2227/tmplxytwv04/a.out
2026-05-30 22:59:01 - INFO - gcc -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -c /tmp/claude-2227/tmpe8ent5sg/test.c -o /tmp/claude-2227/tmpe8ent5sg/test.o
2026-05-30 22:59:01 - INFO - gcc /tmp/claude-2227/tmpe8ent5sg/test.o -L/apps/compilers/cuda/12.8.1 -L/apps/compilers/cuda/12.8.1/lib64 -lcufile -o /tmp/claude-2227/tmpe8ent5sg/a.out
2026-05-30 22:59:01 - INFO - gcc -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -c /tmp/claude-2227/tmp8qj44igg/test.c -o /tmp/claude-2227/tmp8qj44igg/test.o
2026-05-30 22:59:01 - INFO - gcc /tmp/claude-2227/tmp8qj44igg/test.o -laio -o /tmp/claude-2227/tmp8qj44igg/a.out
2026-05-30 22:59:35 - ERROR - [NAN_DEBUG] param NON-FINITE at step=1: module.model.language_model.embed_tokens.weight
2026-05-30 22:59:35 - ERROR - [NAN_DEBUG] param NON-FINITE at step=1: module.model.language_model.layers.0.self_attn.q_proj.weight
2026-05-30 22:59:35 - ERROR - [NAN_DEBUG] param NON-FINITE at step=1: module.model.language_model.layers.0.self_attn.q_proj.bias
2026-05-30 22:59:35 - ERROR - [NAN_DEBUG] total non-finite params at step=1: 332
2026-05-30 22:59:36 - ERROR - [NAN_DEBUG] Forward-1 ce_patch_vec NON-FINITE for sample={'dataset_name': 'bbox_highlight', 'sample_id': 'viscot_flickr30k_train_113937'} shape=(8, 3584) absmax=nan
2026-05-30 23:02:02 - INFO - ========================================
2026-05-30 23:02:02 - INFO - Namespace(load_model_path='/blue/wdixon/wang.yixuan/project/monet_stage3/models/Qwen2.5-VL-7B-Instruct', data_path=['/blue/wdixon/wang.yixuan/project/monet_stage3/data/no_text_bbox/nan1.jsonl'], stage='sft_stage3', task='mm-reasoning', save_model_path='/blue/wdixon/wang.yixuan/project/monet_stage3/ckpts_bbox/probe_clip', resume_from_checkpoint=False, dataset_root='/blue/wdixon/wang.yixuan/project/monet_stage3/data', deepspeed='./deepspeed/ds_zero2_gpu_clip.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=100000, log_freq=1, allow_no_observation=True, lr=1e-05, bsz=1, grad_accum_steps=1, epochs=2, shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=1.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, stage3_input_img_mask_ratio=0.0, stage3_img_mask_curriculum=False, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir='/blue/wdixon/wang.yixuan/project/monet_stage3/teacher_latents_bbox_offline', teacher_reps_dir=None, online_teacher=False, online_teacher_model_path=None, attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-05-30 23:02:02 - INFO - ========================================
2026-05-30 23:02:16 - INFO - gcc -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -c /tmp/claude-2227/tmpbtrr84w7/test.c -o /tmp/claude-2227/tmpbtrr84w7/test.o
2026-05-30 23:02:16 - INFO - gcc /tmp/claude-2227/tmpbtrr84w7/test.o -laio -o /tmp/claude-2227/tmpbtrr84w7/a.out
2026-05-30 23:02:16 - INFO - gcc -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -c /tmp/claude-2227/tmp2txz7zx0/test.c -o /tmp/claude-2227/tmp2txz7zx0/test.o
2026-05-30 23:02:16 - INFO - gcc /tmp/claude-2227/tmp2txz7zx0/test.o -L/apps/compilers/cuda/12.8.1 -L/apps/compilers/cuda/12.8.1/lib64 -lcufile -o /tmp/claude-2227/tmp2txz7zx0/a.out
2026-05-30 23:02:16 - INFO - gcc -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -c /tmp/claude-2227/tmptd0a2s11/test.c -o /tmp/claude-2227/tmptd0a2s11/test.o
2026-05-30 23:02:16 - INFO - gcc /tmp/claude-2227/tmptd0a2s11/test.o -laio -o /tmp/claude-2227/tmptd0a2s11/a.out
2026-05-30 23:02:50 - ERROR - [NAN_DEBUG] param NON-FINITE at step=1: module.model.language_model.embed_tokens.weight
2026-05-30 23:02:50 - ERROR - [NAN_DEBUG] param NON-FINITE at step=1: module.model.language_model.layers.0.self_attn.q_proj.weight
2026-05-30 23:02:50 - ERROR - [NAN_DEBUG] param NON-FINITE at step=1: module.model.language_model.layers.0.self_attn.q_proj.bias
2026-05-30 23:02:50 - ERROR - [NAN_DEBUG] total non-finite params at step=1: 332
2026-05-30 23:02:51 - ERROR - [NAN_DEBUG] Forward-1 ce_patch_vec NON-FINITE for sample={'dataset_name': 'bbox_highlight', 'sample_id': 'viscot_flickr30k_train_113937'} shape=(8, 3584) absmax=nan
2026-05-30 23:08:23 - INFO - ========================================
2026-05-30 23:08:23 - INFO - Namespace(load_model_path='/blue/wdixon/wang.yixuan/project/monet_stage3/models/Qwen2.5-VL-7B-Instruct', data_path=['/blue/wdixon/wang.yixuan/project/monet_stage3/data/no_text_bbox/nan1.jsonl'], stage='sft_stage3', task='mm-reasoning', save_model_path='/blue/wdixon/wang.yixuan/project/monet_stage3/ckpts_bbox/probe_cudnnfix', resume_from_checkpoint=False, dataset_root='/blue/wdixon/wang.yixuan/project/monet_stage3/data', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=100000, log_freq=1, allow_no_observation=True, lr=1e-05, bsz=1, grad_accum_steps=1, epochs=2, shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=1.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, stage3_input_img_mask_ratio=0.0, stage3_img_mask_curriculum=False, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir='/blue/wdixon/wang.yixuan/project/monet_stage3/teacher_latents_bbox_offline', teacher_reps_dir=None, online_teacher=False, online_teacher_model_path=None, attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-05-30 23:08:23 - INFO - ========================================
2026-05-30 23:08:25 - INFO - Disabled cuDNN SDPA backend (B200 bf16 backward NaN workaround)
2026-05-30 23:09:00 - INFO - gcc -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -c /tmp/claude-2227/tmptxo252_6/test.c -o /tmp/claude-2227/tmptxo252_6/test.o
2026-05-30 23:09:01 - INFO - gcc /tmp/claude-2227/tmptxo252_6/test.o -laio -o /tmp/claude-2227/tmptxo252_6/a.out
2026-05-30 23:09:01 - INFO - gcc -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -c /tmp/claude-2227/tmp8xo49xht/test.c -o /tmp/claude-2227/tmp8xo49xht/test.o
2026-05-30 23:09:01 - INFO - gcc /tmp/claude-2227/tmp8xo49xht/test.o -L/apps/compilers/cuda/12.8.1 -L/apps/compilers/cuda/12.8.1/lib64 -lcufile -o /tmp/claude-2227/tmp8xo49xht/a.out
2026-05-30 23:09:02 - INFO - gcc -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -c /tmp/claude-2227/tmpgxciwn_z/test.c -o /tmp/claude-2227/tmpgxciwn_z/test.o
2026-05-30 23:09:02 - INFO - gcc /tmp/claude-2227/tmpgxciwn_z/test.o -laio -o /tmp/claude-2227/tmpgxciwn_z/a.out
2026-05-30 23:14:52 - INFO - ========================================
2026-05-30 23:14:52 - INFO - Namespace(load_model_path='/blue/wdixon/wang.yixuan/project/monet_stage3/models/Qwen2.5-VL-7B-Instruct', data_path=['/blue/wdixon/wang.yixuan/project/monet_stage3/data/no_text_bbox/nan1.jsonl'], stage='sft_stage3', task='mm-reasoning', save_model_path='/blue/wdixon/wang.yixuan/project/monet_stage3/ckpts_bbox/probe_gpu6', resume_from_checkpoint=False, dataset_root='/blue/wdixon/wang.yixuan/project/monet_stage3/data', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=100000, log_freq=1, allow_no_observation=True, lr=1e-05, bsz=1, grad_accum_steps=1, epochs=2, shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=1.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, stage3_input_img_mask_ratio=0.0, stage3_img_mask_curriculum=False, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir='/blue/wdixon/wang.yixuan/project/monet_stage3/teacher_latents_bbox_offline', teacher_reps_dir=None, online_teacher=False, online_teacher_model_path=None, attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-05-30 23:14:52 - INFO - ========================================
2026-05-30 23:14:53 - INFO - Disabled cuDNN SDPA backend (B200 bf16 backward NaN workaround)
2026-05-30 23:15:07 - INFO - gcc -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -c /tmp/claude-2227/tmp2gnzo0cd/test.c -o /tmp/claude-2227/tmp2gnzo0cd/test.o
2026-05-30 23:15:07 - INFO - gcc /tmp/claude-2227/tmp2gnzo0cd/test.o -laio -o /tmp/claude-2227/tmp2gnzo0cd/a.out
2026-05-30 23:15:07 - INFO - gcc -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -c /tmp/claude-2227/tmpjehhwzs9/test.c -o /tmp/claude-2227/tmpjehhwzs9/test.o
2026-05-30 23:15:07 - INFO - gcc /tmp/claude-2227/tmpjehhwzs9/test.o -L/apps/compilers/cuda/12.8.1 -L/apps/compilers/cuda/12.8.1/lib64 -lcufile -o /tmp/claude-2227/tmpjehhwzs9/a.out
2026-05-30 23:15:07 - INFO - gcc -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -c /tmp/claude-2227/tmp0u1iic7d/test.c -o /tmp/claude-2227/tmp0u1iic7d/test.o
2026-05-30 23:15:07 - INFO - gcc /tmp/claude-2227/tmp0u1iic7d/test.o -laio -o /tmp/claude-2227/tmp0u1iic7d/a.out
2026-05-30 23:16:33 - INFO - ========================================
2026-05-30 23:16:33 - INFO - Namespace(load_model_path='/blue/wdixon/wang.yixuan/project/monet_stage3/models/Qwen2.5-VL-7B-Instruct', data_path=['/blue/wdixon/wang.yixuan/project/monet_stage3/data/no_text_bbox/debug256_clean.jsonl'], stage='sft_stage3', task='mm-reasoning', save_model_path='/blue/wdixon/wang.yixuan/project/monet_stage3/ckpts_bbox/bsz8_2gpu_debug', resume_from_checkpoint=False, dataset_root='/blue/wdixon/wang.yixuan/project/monet_stage3/data', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=100000, log_freq=1, allow_no_observation=True, lr=1e-05, bsz=8, grad_accum_steps=1, epochs=2, shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=1.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, stage3_input_img_mask_ratio=0.0, stage3_img_mask_curriculum=False, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir='/blue/wdixon/wang.yixuan/project/monet_stage3/teacher_latents_bbox_offline', teacher_reps_dir=None, online_teacher=False, online_teacher_model_path=None, attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-05-30 23:16:33 - INFO - ========================================
2026-05-30 23:16:34 - INFO - Disabled cuDNN SDPA backend (B200 bf16 backward NaN workaround)
2026-05-30 23:16:47 - INFO - gcc -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -c /tmp/claude-2227/tmpeepmkemk/test.c -o /tmp/claude-2227/tmpeepmkemk/test.o
2026-05-30 23:16:47 - INFO - gcc /tmp/claude-2227/tmpeepmkemk/test.o -laio -o /tmp/claude-2227/tmpeepmkemk/a.out
2026-05-30 23:16:47 - INFO - gcc -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -c /tmp/claude-2227/tmp1dleel2y/test.c -o /tmp/claude-2227/tmp1dleel2y/test.o
2026-05-30 23:16:47 - INFO - gcc /tmp/claude-2227/tmp1dleel2y/test.o -L/apps/compilers/cuda/12.8.1 -L/apps/compilers/cuda/12.8.1/lib64 -lcufile -o /tmp/claude-2227/tmp1dleel2y/a.out
2026-05-30 23:16:47 - INFO - gcc -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -c /tmp/claude-2227/tmpyq7o9f4b/test.c -o /tmp/claude-2227/tmpyq7o9f4b/test.o
2026-05-30 23:16:47 - INFO - gcc /tmp/claude-2227/tmpyq7o9f4b/test.o -laio -o /tmp/claude-2227/tmpyq7o9f4b/a.out
2026-05-30 23:19:21 - INFO - ========================================
2026-05-30 23:19:21 - INFO - Namespace(load_model_path='/blue/wdixon/wang.yixuan/project/monet_stage3/models/Qwen2.5-VL-7B-Instruct', data_path=['/blue/wdixon/wang.yixuan/project/monet_stage3/data/no_text_bbox/debug256_clean.jsonl'], stage='sft_stage3', task='mm-reasoning', save_model_path='/blue/wdixon/wang.yixuan/project/monet_stage3/ckpts_bbox/bsz8_1gpu7', resume_from_checkpoint=False, dataset_root='/blue/wdixon/wang.yixuan/project/monet_stage3/data', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=100000, log_freq=1, allow_no_observation=True, lr=1e-05, bsz=8, grad_accum_steps=1, epochs=2, shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=1.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, stage3_input_img_mask_ratio=0.0, stage3_img_mask_curriculum=False, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir='/blue/wdixon/wang.yixuan/project/monet_stage3/teacher_latents_bbox_offline', teacher_reps_dir=None, online_teacher=False, online_teacher_model_path=None, attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-05-30 23:19:21 - INFO - ========================================
2026-05-30 23:19:22 - INFO - Disabled cuDNN SDPA backend (B200 bf16 backward NaN workaround)
2026-05-30 23:19:35 - INFO - gcc -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -c /tmp/claude-2227/tmp1v137iqa/test.c -o /tmp/claude-2227/tmp1v137iqa/test.o
2026-05-30 23:19:35 - INFO - gcc /tmp/claude-2227/tmp1v137iqa/test.o -laio -o /tmp/claude-2227/tmp1v137iqa/a.out
2026-05-30 23:19:35 - INFO - gcc -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -c /tmp/claude-2227/tmpx6ef5pxz/test.c -o /tmp/claude-2227/tmpx6ef5pxz/test.o
2026-05-30 23:19:35 - INFO - gcc /tmp/claude-2227/tmpx6ef5pxz/test.o -L/apps/compilers/cuda/12.8.1 -L/apps/compilers/cuda/12.8.1/lib64 -lcufile -o /tmp/claude-2227/tmpx6ef5pxz/a.out
2026-05-30 23:19:35 - INFO - gcc -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -c /tmp/claude-2227/tmphl8_c39d/test.c -o /tmp/claude-2227/tmphl8_c39d/test.o
2026-05-30 23:19:36 - INFO - gcc /tmp/claude-2227/tmphl8_c39d/test.o -laio -o /tmp/claude-2227/tmphl8_c39d/a.out
2026-05-30 23:24:00 - INFO - ========================================
2026-05-30 23:24:00 - INFO - Namespace(load_model_path='/blue/wdixon/wang.yixuan/project/monet_stage3/models/Qwen2.5-VL-7B-Instruct', data_path=['/blue/wdixon/wang.yixuan/project/monet_stage3/data/no_text_bbox/debug256_clean.jsonl'], stage='sft_stage3', task='mm-reasoning', save_model_path='/blue/wdixon/wang.yixuan/project/monet_stage3/ckpts_bbox/bsz8_2gpu_ckpt', resume_from_checkpoint=False, dataset_root='/blue/wdixon/wang.yixuan/project/monet_stage3/data', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=10, log_freq=2, allow_no_observation=True, lr=1e-05, bsz=8, grad_accum_steps=1, epochs=2, shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=1.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, stage3_input_img_mask_ratio=0.0, stage3_img_mask_curriculum=False, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir='/blue/wdixon/wang.yixuan/project/monet_stage3/teacher_latents_bbox_offline', teacher_reps_dir=None, online_teacher=False, online_teacher_model_path=None, attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-05-30 23:24:00 - INFO - ========================================
2026-05-30 23:24:01 - INFO - Disabled cuDNN SDPA backend (B200 bf16 backward NaN workaround)
2026-05-30 23:24:14 - INFO - gcc -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -c /tmp/claude-2227/tmpspg62unw/test.c -o /tmp/claude-2227/tmpspg62unw/test.o
2026-05-30 23:24:14 - INFO - gcc /tmp/claude-2227/tmpspg62unw/test.o -laio -o /tmp/claude-2227/tmpspg62unw/a.out
2026-05-30 23:24:14 - INFO - gcc -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -c /tmp/claude-2227/tmp2jku4ssf/test.c -o /tmp/claude-2227/tmp2jku4ssf/test.o
2026-05-30 23:24:14 - INFO - gcc /tmp/claude-2227/tmp2jku4ssf/test.o -L/apps/compilers/cuda/12.8.1 -L/apps/compilers/cuda/12.8.1/lib64 -lcufile -o /tmp/claude-2227/tmp2jku4ssf/a.out
2026-05-30 23:24:14 - INFO - gcc -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -O2 -isystem /blue/wdixon/wang.yixuan/.conda/envs/ulvr_monet/include -fPIC -c /tmp/claude-2227/tmp_tw32f5k/test.c -o /tmp/claude-2227/tmp_tw32f5k/test.o
2026-05-30 23:24:14 - INFO - gcc /tmp/claude-2227/tmp_tw32f5k/test.o -laio -o /tmp/claude-2227/tmp_tw32f5k/a.out
2026-06-05 11:22:29 - INFO - ========================================
2026-06-05 11:22:29 - INFO - Namespace(load_model_path='/raid/yrl/hf_models/Qwen2.5-VL-7B-Instruct', data_path=['/raid/yrl/monet_ablate5/data/no_text/train.jsonl'], stage='sft_stage2', task='mm-reasoning', save_model_path='/raid/yrl/monet_ablate5/ckpts/stage2_ablate5_8gpu', resume_from_checkpoint=True, dataset_root='/raid/yrl/monet_ablate5/data', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=50, log_freq=10, allow_no_observation=True, lr=1e-05, bsz=1, grad_accum_steps=16, epochs=2, shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=2.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, stage3_input_img_mask_ratio=0.0, stage3_img_mask_curriculum=False, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir=None, teacher_reps_dir='/raid/yrl/monet_ablate5/teacher_reps_pooled', online_teacher=False, online_teacher_model_path=None, attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-06-05 11:22:29 - INFO - ========================================
2026-06-05 11:22:31 - INFO - Disabled cuDNN SDPA backend (B200 bf16 backward NaN workaround)
2026-06-05 11:27:57 - INFO - ========================================
2026-06-05 11:27:57 - INFO - Namespace(load_model_path='/raid/yrl/hf_models/Qwen2.5-VL-7B-Instruct', data_path=['/raid/yrl/monet_ablate5/data/no_text/train.jsonl'], stage='sft_stage2', task='mm-reasoning', save_model_path='/raid/yrl/monet_ablate5/ckpts/stage2_ablate5_8gpu', resume_from_checkpoint=True, dataset_root='/raid/yrl/monet_ablate5/data', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=50, log_freq=10, allow_no_observation=True, lr=1e-05, bsz=1, grad_accum_steps=16, epochs=2, shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=2.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, stage3_input_img_mask_ratio=0.0, stage3_img_mask_curriculum=False, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir=None, teacher_reps_dir='/raid/yrl/monet_ablate5/teacher_reps_pooled', online_teacher=False, online_teacher_model_path=None, attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-06-05 11:27:57 - INFO - ========================================
2026-06-05 11:28:00 - INFO - Disabled cuDNN SDPA backend (B200 bf16 backward NaN workaround)
2026-06-05 11:28:19 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -c /raid/.cache/tmp/claude-0/tmpgcdesdfi/test.c -o /raid/.cache/tmp/claude-0/tmpgcdesdfi/test.o
2026-06-05 11:28:19 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat /raid/.cache/tmp/claude-0/tmpgcdesdfi/test.o -laio -o /raid/.cache/tmp/claude-0/tmpgcdesdfi/a.out
2026-06-05 11:28:19 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -c /raid/.cache/tmp/claude-0/tmpnn9qg483/test.c -o /raid/.cache/tmp/claude-0/tmpnn9qg483/test.o
2026-06-05 11:28:19 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat /raid/.cache/tmp/claude-0/tmpnn9qg483/test.o -L/usr/local/cuda -L/usr/local/cuda/lib64 -lcufile -o /raid/.cache/tmp/claude-0/tmpnn9qg483/a.out
2026-06-05 11:28:19 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -c /raid/.cache/tmp/claude-0/tmpfg7erhzs/test.c -o /raid/.cache/tmp/claude-0/tmpfg7erhzs/test.o
2026-06-05 11:28:19 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat /raid/.cache/tmp/claude-0/tmpfg7erhzs/test.o -laio -o /raid/.cache/tmp/claude-0/tmpfg7erhzs/a.out
2026-06-05 11:30:24 - INFO - ========================================
2026-06-05 11:30:24 - INFO - Namespace(load_model_path='/raid/yrl/hf_models/Qwen2.5-VL-7B-Instruct', data_path=['/raid/yrl/monet_ablate5/data/no_text/train.jsonl'], stage='sft_stage2', task='mm-reasoning', save_model_path='/raid/yrl/monet_ablate5/ckpts/stage2_ablate5_8gpu', resume_from_checkpoint=True, dataset_root='/raid/yrl/monet_ablate5/data', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=50, log_freq=10, allow_no_observation=True, lr=1e-05, bsz=1, grad_accum_steps=16, epochs=2, shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=2.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, stage3_input_img_mask_ratio=0.0, stage3_img_mask_curriculum=False, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir=None, teacher_reps_dir='/raid/yrl/monet_ablate5/teacher_reps_pooled', online_teacher=False, online_teacher_model_path=None, attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-06-05 11:30:24 - INFO - ========================================
2026-06-05 11:30:26 - INFO - Disabled cuDNN SDPA backend (B200 bf16 backward NaN workaround)
2026-06-05 11:30:46 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -c /raid/.cache/tmp/claude-0/tmpfv14sqh_/test.c -o /raid/.cache/tmp/claude-0/tmpfv14sqh_/test.o
2026-06-05 11:30:46 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat /raid/.cache/tmp/claude-0/tmpfv14sqh_/test.o -laio -o /raid/.cache/tmp/claude-0/tmpfv14sqh_/a.out
2026-06-05 11:30:47 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -c /raid/.cache/tmp/claude-0/tmphb81sqns/test.c -o /raid/.cache/tmp/claude-0/tmphb81sqns/test.o
2026-06-05 11:30:47 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat /raid/.cache/tmp/claude-0/tmphb81sqns/test.o -L/usr/local/cuda -L/usr/local/cuda/lib64 -lcufile -o /raid/.cache/tmp/claude-0/tmphb81sqns/a.out
2026-06-05 11:30:47 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -c /raid/.cache/tmp/claude-0/tmps4ejpiuk/test.c -o /raid/.cache/tmp/claude-0/tmps4ejpiuk/test.o
2026-06-05 11:30:47 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat /raid/.cache/tmp/claude-0/tmps4ejpiuk/test.o -laio -o /raid/.cache/tmp/claude-0/tmps4ejpiuk/a.out
2026-06-05 12:13:40 - INFO - ========================================
2026-06-05 12:13:40 - INFO - Namespace(load_model_path='/raid/yrl/hf_models/Qwen2.5-VL-7B-Instruct', data_path=['/raid/yrl/monet_ablate5/data/no_text/train.jsonl'], stage='sft_stage2', task='mm-reasoning', save_model_path='/raid/yrl/monet_ablate5/ckpts/stage2_ablate5_8gpu', resume_from_checkpoint=True, dataset_root='/raid/yrl/monet_ablate5/data', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=50, log_freq=10, allow_no_observation=True, lr=1e-05, bsz=1, grad_accum_steps=16, epochs=2, shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=2.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, stage3_input_img_mask_ratio=0.0, stage3_img_mask_curriculum=False, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir=None, teacher_reps_dir='/raid/yrl/monet_ablate5/teacher_reps_pooled', online_teacher=False, online_teacher_model_path=None, attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-06-05 12:13:40 - INFO - ========================================
2026-06-05 12:13:42 - INFO - Disabled cuDNN SDPA backend (B200 bf16 backward NaN workaround)
2026-06-05 12:14:01 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -c /raid/.cache/tmp/claude-0/tmpfifra5ac/test.c -o /raid/.cache/tmp/claude-0/tmpfifra5ac/test.o
2026-06-05 12:14:01 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat /raid/.cache/tmp/claude-0/tmpfifra5ac/test.o -laio -o /raid/.cache/tmp/claude-0/tmpfifra5ac/a.out
2026-06-05 12:14:01 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -c /raid/.cache/tmp/claude-0/tmp0cm88vs0/test.c -o /raid/.cache/tmp/claude-0/tmp0cm88vs0/test.o
2026-06-05 12:14:01 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat /raid/.cache/tmp/claude-0/tmp0cm88vs0/test.o -L/usr/local/cuda -L/usr/local/cuda/lib64 -lcufile -o /raid/.cache/tmp/claude-0/tmp0cm88vs0/a.out
2026-06-05 12:14:01 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -c /raid/.cache/tmp/claude-0/tmp9jcpvatn/test.c -o /raid/.cache/tmp/claude-0/tmp9jcpvatn/test.o
2026-06-05 12:14:01 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat /raid/.cache/tmp/claude-0/tmp9jcpvatn/test.o -laio -o /raid/.cache/tmp/claude-0/tmp9jcpvatn/a.out
2026-06-05 12:48:50 - INFO - ========================================
2026-06-05 12:48:50 - INFO - Namespace(load_model_path='/raid/yrl/hf_models/Qwen2.5-VL-7B-Instruct', data_path=['/raid/yrl/monet_ablate5/data/no_text/train.jsonl'], stage='sft_stage2', task='mm-reasoning', save_model_path='/raid/yrl/monet_ablate5/ckpts/stage2_ablate5_8gpu', resume_from_checkpoint=True, dataset_root='/raid/yrl/monet_ablate5/data', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=50, log_freq=10, allow_no_observation=True, lr=1e-05, bsz=1, grad_accum_steps=16, epochs=2, shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=2.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, stage3_input_img_mask_ratio=0.0, stage3_img_mask_curriculum=False, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir=None, teacher_reps_dir='/raid/yrl/monet_ablate5/teacher_reps_pooled', online_teacher=False, online_teacher_model_path=None, attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-06-05 12:48:50 - INFO - ========================================
2026-06-05 12:48:51 - INFO - Disabled cuDNN SDPA backend (B200 bf16 backward NaN workaround)
2026-06-05 12:49:09 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -c /raid/.cache/tmp/tmprr8g_23t/test.c -o /raid/.cache/tmp/tmprr8g_23t/test.o
2026-06-05 12:49:10 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat /raid/.cache/tmp/tmprr8g_23t/test.o -laio -o /raid/.cache/tmp/tmprr8g_23t/a.out
2026-06-05 12:49:10 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -c /raid/.cache/tmp/tmpw42ha6l1/test.c -o /raid/.cache/tmp/tmpw42ha6l1/test.o
2026-06-05 12:49:10 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat /raid/.cache/tmp/tmpw42ha6l1/test.o -L/usr/local/cuda -L/usr/local/cuda/lib64 -lcufile -o /raid/.cache/tmp/tmpw42ha6l1/a.out
2026-06-05 12:49:10 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -O2 -isystem /raid/yrl/.envs/lvr/include -fPIC -c /raid/.cache/tmp/tmp130c04nk/test.c -o /raid/.cache/tmp/tmp130c04nk/test.o
2026-06-05 12:49:10 - INFO - gcc -pthread -B /raid/yrl/.envs/lvr/compiler_compat /raid/.cache/tmp/tmp130c04nk/test.o -laio -o /raid/.cache/tmp/tmp130c04nk/a.out
2026-06-25 04:45:24 - INFO - ========================================
2026-06-25 04:45:24 - INFO - Namespace(load_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/models/Qwen3-VL-8B-Instruct', data_path=['/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/data/data40k/train.jsonl'], stage='sft_stage3', task='mm-reasoning', save_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/qwen3vl_s40k_stage3', resume_from_checkpoint=False, dataset_root='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/data/data40k', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=150, log_freq=10, allow_no_observation=True, lr=5e-06, bsz=1, grad_accum_steps=32, epochs=1, weight_decay=0.01, max_steps=-1, lr_scheduler_type='cosine', shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=2.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=768, stage3_input_img_mask_ratio=0.0, stage3_img_mask_curriculum=True, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir=None, teacher_reps_dir=None, online_teacher=True, online_teacher_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/from_hf/qwen3vl_s40k_stage2/checkpoint-282', attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-06-25 04:45:24 - INFO - ========================================
2026-06-25 04:45:25 - INFO - Disabled cuDNN SDPA backend (B200 bf16 backward NaN workaround)
2026-06-25 04:45:53 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmpzkhtj0is/test.c -o /tmp/tmpzkhtj0is/test.o
2026-06-25 04:45:53 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmpzkhtj0is/test.o -laio -o /tmp/tmpzkhtj0is/a.out
2026-06-25 04:45:53 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmpnel4q4aq/test.c -o /tmp/tmpnel4q4aq/test.o
2026-06-25 04:45:53 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmpnel4q4aq/test.o -L/usr/local/cuda -L/usr/local/cuda/lib64 -lcufile -o /tmp/tmpnel4q4aq/a.out
2026-06-25 04:45:53 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmpia86joe_/test.c -o /tmp/tmpia86joe_/test.o
2026-06-25 04:45:53 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmpia86joe_/test.o -laio -o /tmp/tmpia86joe_/a.out
2026-06-25 04:46:45 - INFO - [online_teacher] loaded OnlineTeacherStage3 from /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/from_hf/qwen3vl_s40k_stage2/checkpoint-282 on cuda:0; fingerprint=d4edd0fa7374; cache_dir=none
2026-06-25 04:46:46 - WARNING - [RANK 0] Gradient accumulation steps mismatch: GradientAccumulationPlugin has 1, DeepSpeed config has 32. Using DeepSpeed's value.
2026-06-25 04:49:44 - INFO - ========================================
2026-06-25 04:49:44 - INFO - Namespace(load_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/models/Qwen3-VL-8B-Instruct', data_path=['/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/data/data40k/train.jsonl'], stage='sft_stage3', task='mm-reasoning', save_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/qwen3vl_s40k_stage3', resume_from_checkpoint=False, dataset_root='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/data/data40k', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=150, log_freq=10, allow_no_observation=True, lr=5e-06, bsz=1, grad_accum_steps=32, epochs=1, weight_decay=0.01, max_steps=-1, lr_scheduler_type='cosine', shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=2.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=768, stage3_input_img_mask_ratio=0.0, stage3_img_mask_curriculum=True, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir=None, teacher_reps_dir=None, online_teacher=True, online_teacher_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/from_hf/qwen3vl_s40k_stage2/checkpoint-282', attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-06-25 04:49:44 - INFO - ========================================
2026-06-25 04:49:46 - INFO - Disabled cuDNN SDPA backend (B200 bf16 backward NaN workaround)
2026-06-25 04:50:13 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmpg9covg_z/test.c -o /tmp/tmpg9covg_z/test.o
2026-06-25 04:50:13 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmpg9covg_z/test.o -laio -o /tmp/tmpg9covg_z/a.out
2026-06-25 04:50:13 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmpufz3p7ji/test.c -o /tmp/tmpufz3p7ji/test.o
2026-06-25 04:50:13 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmpufz3p7ji/test.o -L/usr/local/cuda -L/usr/local/cuda/lib64 -lcufile -o /tmp/tmpufz3p7ji/a.out
2026-06-25 04:50:13 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmpkohy7m6k/test.c -o /tmp/tmpkohy7m6k/test.o
2026-06-25 04:50:13 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmpkohy7m6k/test.o -laio -o /tmp/tmpkohy7m6k/a.out
2026-06-25 04:51:05 - INFO - [online_teacher] loaded OnlineTeacherStage3 from /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/from_hf/qwen3vl_s40k_stage2/checkpoint-282 on cuda:0; fingerprint=d4edd0fa7374; cache_dir=none
2026-06-25 04:51:05 - WARNING - [RANK 0] Gradient accumulation steps mismatch: GradientAccumulationPlugin has 1, DeepSpeed config has 32. Using DeepSpeed's value.
2026-06-25 04:55:22 - INFO - ========================================
2026-06-25 04:55:22 - INFO - Namespace(load_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/models/Qwen3-VL-8B-Instruct', data_path=['/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/data/data40k/train.jsonl'], stage='sft_stage3', task='mm-reasoning', save_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/qwen3vl_s40k_stage3', resume_from_checkpoint=False, dataset_root='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/data/data40k', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=150, log_freq=10, allow_no_observation=True, lr=5e-06, bsz=1, grad_accum_steps=32, epochs=1, weight_decay=0.01, max_steps=-1, lr_scheduler_type='cosine', shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=2.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=768, stage3_input_img_mask_ratio=0.0, stage3_img_mask_curriculum=True, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir=None, teacher_reps_dir=None, online_teacher=True, online_teacher_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/from_hf/qwen3vl_s40k_stage2/checkpoint-282', attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-06-25 04:55:22 - INFO - ========================================
2026-06-25 04:55:24 - INFO - Disabled cuDNN SDPA backend (B200 bf16 backward NaN workaround)
2026-06-25 04:55:51 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmpgrkv7gg8/test.c -o /tmp/tmpgrkv7gg8/test.o
2026-06-25 04:55:51 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmpgrkv7gg8/test.o -laio -o /tmp/tmpgrkv7gg8/a.out
2026-06-25 04:55:51 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmpu308_zsn/test.c -o /tmp/tmpu308_zsn/test.o
2026-06-25 04:55:51 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmpu308_zsn/test.o -L/usr/local/cuda -L/usr/local/cuda/lib64 -lcufile -o /tmp/tmpu308_zsn/a.out
2026-06-25 04:55:51 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmpwvhhpq6_/test.c -o /tmp/tmpwvhhpq6_/test.o
2026-06-25 04:55:51 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmpwvhhpq6_/test.o -laio -o /tmp/tmpwvhhpq6_/a.out
2026-06-25 04:56:43 - INFO - [online_teacher] loaded OnlineTeacherStage3 from /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/from_hf/qwen3vl_s40k_stage2/checkpoint-282 on cuda:0; fingerprint=d4edd0fa7374; cache_dir=none
2026-06-25 04:56:44 - WARNING - [RANK 0] Gradient accumulation steps mismatch: GradientAccumulationPlugin has 1, DeepSpeed config has 32. Using DeepSpeed's value.
2026-06-25 05:01:00 - INFO - ========================================
2026-06-25 05:01:00 - INFO - Namespace(load_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/models/Qwen3-VL-8B-Instruct', data_path=['/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/data/data40k/train.jsonl'], stage='sft_stage3', task='mm-reasoning', save_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/qwen3vl_s40k_stage3', resume_from_checkpoint=False, dataset_root='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/data/data40k', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=150, log_freq=10, allow_no_observation=True, lr=5e-06, bsz=1, grad_accum_steps=32, epochs=1, weight_decay=0.01, max_steps=-1, lr_scheduler_type='cosine', shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=2.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=512, stage3_input_img_mask_ratio=0.0, stage3_img_mask_curriculum=True, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir=None, teacher_reps_dir=None, online_teacher=True, online_teacher_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/from_hf/qwen3vl_s40k_stage2/checkpoint-282', attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-06-25 05:01:00 - INFO - ========================================
2026-06-25 05:01:01 - INFO - Disabled cuDNN SDPA backend (B200 bf16 backward NaN workaround)
2026-06-25 05:01:29 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmp9u2ch_81/test.c -o /tmp/tmp9u2ch_81/test.o
2026-06-25 05:01:29 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmp9u2ch_81/test.o -laio -o /tmp/tmp9u2ch_81/a.out
2026-06-25 05:01:29 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmpq49_o6pd/test.c -o /tmp/tmpq49_o6pd/test.o
2026-06-25 05:01:29 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmpq49_o6pd/test.o -L/usr/local/cuda -L/usr/local/cuda/lib64 -lcufile -o /tmp/tmpq49_o6pd/a.out
2026-06-25 05:01:29 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmp5r1kpn9r/test.c -o /tmp/tmp5r1kpn9r/test.o
2026-06-25 05:01:29 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmp5r1kpn9r/test.o -laio -o /tmp/tmp5r1kpn9r/a.out
2026-06-25 05:02:21 - INFO - [online_teacher] loaded OnlineTeacherStage3 from /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/from_hf/qwen3vl_s40k_stage2/checkpoint-282 on cuda:0; fingerprint=d4edd0fa7374; cache_dir=none
2026-06-25 05:02:22 - WARNING - [RANK 0] Gradient accumulation steps mismatch: GradientAccumulationPlugin has 1, DeepSpeed config has 32. Using DeepSpeed's value.
2026-06-25 05:07:24 - INFO - ========================================
2026-06-25 05:07:24 - INFO - Namespace(load_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/models/Qwen3-VL-8B-Instruct', data_path=['/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/data/data40k/train.jsonl'], stage='sft_stage3', task='mm-reasoning', save_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/qwen3vl_s40k_stage3', resume_from_checkpoint=False, dataset_root='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/data/data40k', deepspeed='./deepspeed/ds_zero2_offload.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=150, log_freq=10, allow_no_observation=True, lr=5e-06, bsz=1, grad_accum_steps=32, epochs=1, weight_decay=0.01, max_steps=-1, lr_scheduler_type='cosine', shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=2.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=768, stage3_input_img_mask_ratio=0.0, stage3_img_mask_curriculum=True, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir=None, teacher_reps_dir=None, online_teacher=True, online_teacher_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/from_hf/qwen3vl_s40k_stage2/checkpoint-282', attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-06-25 05:07:24 - INFO - ========================================
2026-06-25 05:07:25 - INFO - Disabled cuDNN SDPA backend (B200 bf16 backward NaN workaround)
2026-06-25 05:07:53 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmpn4cp54b8/test.c -o /tmp/tmpn4cp54b8/test.o
2026-06-25 05:07:53 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmpn4cp54b8/test.o -laio -o /tmp/tmpn4cp54b8/a.out
2026-06-25 05:07:53 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmpcwexds4b/test.c -o /tmp/tmpcwexds4b/test.o
2026-06-25 05:07:53 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmpcwexds4b/test.o -L/usr/local/cuda-12.8 -L/usr/local/cuda-12.8/lib64 -lcufile -o /tmp/tmpcwexds4b/a.out
2026-06-25 05:07:53 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmplp_kk4fn/test.c -o /tmp/tmplp_kk4fn/test.o
2026-06-25 05:07:53 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmplp_kk4fn/test.o -laio -o /tmp/tmplp_kk4fn/a.out
2026-06-25 05:08:46 - INFO - [online_teacher] loaded OnlineTeacherStage3 from /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/from_hf/qwen3vl_s40k_stage2/checkpoint-282 on cuda:0; fingerprint=d4edd0fa7374; cache_dir=none
2026-06-25 05:08:46 - WARNING - [RANK 0] Gradient accumulation steps mismatch: GradientAccumulationPlugin has 1, DeepSpeed config has 32. Using DeepSpeed's value.
2026-06-25 05:11:14 - INFO - ========================================
2026-06-25 05:11:14 - INFO - Namespace(load_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/models/Qwen3-VL-8B-Instruct', data_path=['/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/data/data40k/train.jsonl'], stage='sft_stage3', task='mm-reasoning', save_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/qwen3vl_s40k_stage3', resume_from_checkpoint=False, dataset_root='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/data/data40k', deepspeed='./deepspeed/ds_zero2_offload.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=150, log_freq=10, allow_no_observation=True, lr=5e-06, bsz=1, grad_accum_steps=32, epochs=1, weight_decay=0.01, max_steps=-1, lr_scheduler_type='cosine', shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=2.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=768, stage3_input_img_mask_ratio=0.0, stage3_img_mask_curriculum=True, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir=None, teacher_reps_dir=None, online_teacher=True, online_teacher_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/from_hf/qwen3vl_s40k_stage2/checkpoint-282', attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-06-25 05:11:14 - INFO - ========================================
2026-06-25 05:11:15 - INFO - Disabled cuDNN SDPA backend (B200 bf16 backward NaN workaround)
2026-06-25 05:11:43 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmpx89k760g/test.c -o /tmp/tmpx89k760g/test.o
2026-06-25 05:11:43 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmpx89k760g/test.o -laio -o /tmp/tmpx89k760g/a.out
2026-06-25 05:11:43 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmpn487a_z4/test.c -o /tmp/tmpn487a_z4/test.o
2026-06-25 05:11:43 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmpn487a_z4/test.o -L/usr/local/cuda-12.8 -L/usr/local/cuda-12.8/lib64 -lcufile -o /tmp/tmpn487a_z4/a.out
2026-06-25 05:11:43 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmpt_rn9igz/test.c -o /tmp/tmpt_rn9igz/test.o
2026-06-25 05:11:43 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmpt_rn9igz/test.o -laio -o /tmp/tmpt_rn9igz/a.out
2026-06-25 05:12:35 - INFO - [online_teacher] loaded OnlineTeacherStage3 from /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/from_hf/qwen3vl_s40k_stage2/checkpoint-282 on cuda:0; fingerprint=d4edd0fa7374; cache_dir=none
2026-06-25 05:12:35 - WARNING - [RANK 0] Gradient accumulation steps mismatch: GradientAccumulationPlugin has 1, DeepSpeed config has 32. Using DeepSpeed's value.
2026-06-25 05:13:39 - INFO - ========================================
2026-06-25 05:13:39 - INFO - Namespace(load_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/models/Qwen3-VL-8B-Instruct', data_path=['/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/data/data40k/train.jsonl'], stage='sft_stage3', task='mm-reasoning', save_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/qwen3vl_s40k_stage3', resume_from_checkpoint=False, dataset_root='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/data/data40k', deepspeed='./deepspeed/ds_zero2_offload.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=150, log_freq=10, allow_no_observation=True, lr=5e-06, bsz=1, grad_accum_steps=32, epochs=1, weight_decay=0.01, max_steps=-1, lr_scheduler_type='cosine', shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=2.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=768, stage3_input_img_mask_ratio=0.0, stage3_img_mask_curriculum=True, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir=None, teacher_reps_dir=None, online_teacher=True, online_teacher_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/from_hf/qwen3vl_s40k_stage2/checkpoint-282', attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-06-25 05:13:39 - INFO - ========================================
2026-06-25 05:13:41 - INFO - Disabled cuDNN SDPA backend (B200 bf16 backward NaN workaround)
2026-06-25 05:14:08 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmpefshb87k/test.c -o /tmp/tmpefshb87k/test.o
2026-06-25 05:14:08 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmpefshb87k/test.o -laio -o /tmp/tmpefshb87k/a.out
2026-06-25 05:14:08 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmp_tld757a/test.c -o /tmp/tmp_tld757a/test.o
2026-06-25 05:14:08 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmp_tld757a/test.o -L/usr/local/cuda-12.8 -L/usr/local/cuda-12.8/lib64 -lcufile -o /tmp/tmp_tld757a/a.out
2026-06-25 05:14:08 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmp0fpwgjxs/test.c -o /tmp/tmp0fpwgjxs/test.o
2026-06-25 05:14:08 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmp0fpwgjxs/test.o -laio -o /tmp/tmp0fpwgjxs/a.out
2026-06-25 05:15:01 - INFO - [online_teacher] loaded OnlineTeacherStage3 from /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/from_hf/qwen3vl_s40k_stage2/checkpoint-282 on cuda:0; fingerprint=d4edd0fa7374; cache_dir=none
2026-06-25 05:15:01 - WARNING - [RANK 0] Gradient accumulation steps mismatch: GradientAccumulationPlugin has 1, DeepSpeed config has 32. Using DeepSpeed's value.
2026-06-25 05:20:17 - INFO - ========================================
2026-06-25 05:20:17 - INFO - Namespace(load_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/models/Qwen3-VL-8B-Instruct', data_path=['/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/data/data40k/train.jsonl'], stage='sft_stage3', task='mm-reasoning', save_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/qwen3vl_s40k_stage3', resume_from_checkpoint=False, dataset_root='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/data/data40k', deepspeed='./deepspeed/ds_zero2_offload.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=150, log_freq=10, allow_no_observation=True, lr=5e-06, bsz=1, grad_accum_steps=32, epochs=1, weight_decay=0.01, max_steps=-1, lr_scheduler_type='cosine', shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=2.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=768, stage3_input_img_mask_ratio=0.0, stage3_img_mask_curriculum=True, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir=None, teacher_reps_dir=None, online_teacher=True, online_teacher_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/from_hf/qwen3vl_s40k_stage2/checkpoint-282', attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-06-25 05:20:17 - INFO - ========================================
2026-06-25 05:20:18 - INFO - Disabled cuDNN SDPA backend (B200 bf16 backward NaN workaround)
2026-06-25 05:20:46 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmpbbghu1ic/test.c -o /tmp/tmpbbghu1ic/test.o
2026-06-25 05:20:46 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmpbbghu1ic/test.o -laio -o /tmp/tmpbbghu1ic/a.out
2026-06-25 05:20:46 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmplugog1fw/test.c -o /tmp/tmplugog1fw/test.o
2026-06-25 05:20:46 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmplugog1fw/test.o -L/usr/local/cuda-12.8 -L/usr/local/cuda-12.8/lib64 -lcufile -o /tmp/tmplugog1fw/a.out
2026-06-25 05:20:46 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmpf6m1wgpc/test.c -o /tmp/tmpf6m1wgpc/test.o
2026-06-25 05:20:46 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmpf6m1wgpc/test.o -laio -o /tmp/tmpf6m1wgpc/a.out
2026-06-25 05:21:43 - INFO - [online_teacher] loaded OnlineTeacherStage3 from /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/from_hf/qwen3vl_s40k_stage2/checkpoint-282 on cuda:0; fingerprint=d4edd0fa7374; cache_dir=none
2026-06-25 05:21:44 - WARNING - [RANK 0] Gradient accumulation steps mismatch: GradientAccumulationPlugin has 1, DeepSpeed config has 32. Using DeepSpeed's value.
2026-06-25 08:37:48 - INFO - ========================================
2026-06-25 08:37:48 - INFO - Namespace(load_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/models/Qwen3-VL-8B-Instruct', data_path=['/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/data/data40k/train.jsonl'], stage='sft_stage3', task='mm-reasoning', save_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/qwen3vl_s40k_stage3', resume_from_checkpoint=False, dataset_root='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/data/data40k', deepspeed='./deepspeed/ds_zero2_offload.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=150, log_freq=10, allow_no_observation=True, lr=5e-06, bsz=1, grad_accum_steps=32, epochs=1, weight_decay=0.01, max_steps=-1, lr_scheduler_type='cosine', shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=2.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=768, stage3_input_img_mask_ratio=0.0, stage3_img_mask_curriculum=True, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir=None, teacher_reps_dir=None, online_teacher=True, online_teacher_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/from_hf/qwen3vl_s40k_stage2/checkpoint-282', attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-06-25 08:37:48 - INFO - ========================================
2026-06-25 08:37:49 - INFO - Disabled cuDNN SDPA backend (B200 bf16 backward NaN workaround)
2026-06-25 08:38:17 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmpgxcefp1o/test.c -o /tmp/tmpgxcefp1o/test.o
2026-06-25 08:38:17 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmpgxcefp1o/test.o -laio -o /tmp/tmpgxcefp1o/a.out
2026-06-25 08:38:17 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmpqpn7ujb1/test.c -o /tmp/tmpqpn7ujb1/test.o
2026-06-25 08:38:17 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmpqpn7ujb1/test.o -L/usr/local/cuda-12.8 -L/usr/local/cuda-12.8/lib64 -lcufile -o /tmp/tmpqpn7ujb1/a.out
2026-06-25 08:38:17 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmp3qo1eb4w/test.c -o /tmp/tmp3qo1eb4w/test.o
2026-06-25 08:38:17 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmp3qo1eb4w/test.o -laio -o /tmp/tmp3qo1eb4w/a.out
2026-06-25 08:39:09 - INFO - [online_teacher] loaded OnlineTeacherStage3 from /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/from_hf/qwen3vl_s40k_stage2/checkpoint-282 on cuda:0; fingerprint=d4edd0fa7374; cache_dir=none
2026-06-25 08:39:10 - WARNING - [RANK 0] Gradient accumulation steps mismatch: GradientAccumulationPlugin has 1, DeepSpeed config has 32. Using DeepSpeed's value.
2026-06-25 12:01:26 - INFO - ========================================
2026-06-25 12:01:26 - INFO - Namespace(load_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/models/Qwen3-VL-8B-Instruct', data_path=['/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/data/data40k/train.jsonl'], stage='sft_stage3', task='mm-reasoning', save_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/qwen3vl_s40k_stage3', resume_from_checkpoint=False, dataset_root='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/data/data40k', deepspeed='./deepspeed/ds_zero2_offload.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=20, log_freq=10, allow_no_observation=True, lr=5e-06, bsz=1, grad_accum_steps=32, epochs=1, weight_decay=0.01, max_steps=-1, lr_scheduler_type='cosine', shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=2.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=768, stage3_input_img_mask_ratio=0.0, stage3_img_mask_curriculum=True, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir=None, teacher_reps_dir=None, online_teacher=True, online_teacher_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/from_hf/qwen3vl_s40k_stage2/checkpoint-282', attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-06-25 12:01:26 - INFO - ========================================
2026-06-25 12:01:27 - INFO - Disabled cuDNN SDPA backend (B200 bf16 backward NaN workaround)
2026-06-25 12:01:54 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmpja287q68/test.c -o /tmp/tmpja287q68/test.o
2026-06-25 12:01:54 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmpja287q68/test.o -laio -o /tmp/tmpja287q68/a.out
2026-06-25 12:01:55 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmpvca19vwg/test.c -o /tmp/tmpvca19vwg/test.o
2026-06-25 12:01:55 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmpvca19vwg/test.o -L/usr/local/cuda-12.8 -L/usr/local/cuda-12.8/lib64 -lcufile -o /tmp/tmpvca19vwg/a.out
2026-06-25 12:01:55 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmpvcmrn967/test.c -o /tmp/tmpvcmrn967/test.o
2026-06-25 12:01:55 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmpvcmrn967/test.o -laio -o /tmp/tmpvcmrn967/a.out
2026-06-25 12:02:55 - INFO - [online_teacher] loaded OnlineTeacherStage3 from /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/from_hf/qwen3vl_s40k_stage2/checkpoint-282 on cuda:0; fingerprint=d4edd0fa7374; cache_dir=none
2026-06-25 12:02:55 - WARNING - [RANK 0] Gradient accumulation steps mismatch: GradientAccumulationPlugin has 1, DeepSpeed config has 32. Using DeepSpeed's value.
2026-06-25 14:13:07 - INFO - ========================================
2026-06-25 14:13:07 - INFO - Namespace(load_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/models/Qwen3-VL-8B-Instruct', data_path=['/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/data/data40k/train.jsonl'], stage='sft_stage3', task='mm-reasoning', save_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/qwen3vl_s40k_stage3', resume_from_checkpoint=False, dataset_root='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/data/data40k', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=150, log_freq=10, allow_no_observation=True, lr=5e-06, bsz=1, grad_accum_steps=32, epochs=1, weight_decay=0.01, max_steps=-1, lr_scheduler_type='cosine', shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=2.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=768, stage3_input_img_mask_ratio=0.0, stage3_img_mask_curriculum=True, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir='/tmp/teacher_latents_s3', teacher_reps_dir=None, online_teacher=False, online_teacher_model_path=None, attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-06-25 14:13:07 - INFO - ========================================
2026-06-25 14:13:08 - INFO - Disabled cuDNN SDPA backend (B200 bf16 backward NaN workaround)
2026-06-25 14:13:36 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmpf_jaaugt/test.c -o /tmp/tmpf_jaaugt/test.o
2026-06-25 14:13:37 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmpf_jaaugt/test.o -laio -o /tmp/tmpf_jaaugt/a.out
2026-06-25 14:13:37 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmpioazp4j_/test.c -o /tmp/tmpioazp4j_/test.o
2026-06-25 14:13:37 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmpioazp4j_/test.o -L/usr/local/cuda -L/usr/local/cuda/lib64 -lcufile -o /tmp/tmpioazp4j_/a.out
2026-06-25 14:13:37 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmprr78k4hv/test.c -o /tmp/tmprr78k4hv/test.o
2026-06-25 14:13:37 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmprr78k4hv/test.o -laio -o /tmp/tmprr78k4hv/a.out
2026-06-25 14:13:41 - WARNING - [RANK 0] Gradient accumulation steps mismatch: GradientAccumulationPlugin has 1, DeepSpeed config has 32. Using DeepSpeed's value.
2026-07-01 15:15:03 - INFO - ========================================
2026-07-01 15:15:03 - INFO - Namespace(load_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/models/Qwen3-VL-8B-Instruct', data_path=['/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/data/data100k/train.jsonl'], stage='sft_stage2', task='mm-reasoning', save_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/qwen3vl_s100k_stage2', resume_from_checkpoint=False, dataset_root='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/data/data100k', deepspeed='./deepspeed/ds_zero2_gpu.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=150, log_freq=10, allow_no_observation=True, lr=1e-05, bsz=1, grad_accum_steps=16, epochs=1, weight_decay=0.01, max_steps=-1, lr_scheduler_type='cosine', shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=2.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, stage3_input_img_mask_ratio=0.0, stage3_img_mask_curriculum=False, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir=None, teacher_reps_dir='/tmp/RLYANG/teacher_reps_size100k', online_teacher=True, online_teacher_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/models/Qwen3-VL-8B-Instruct', attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-07-01 15:15:03 - INFO - ========================================
2026-07-01 15:15:05 - INFO - Disabled cuDNN SDPA backend (B200 bf16 backward NaN workaround)
2026-07-01 15:15:41 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmpgkhuxse2/test.c -o /tmp/tmpgkhuxse2/test.o
2026-07-01 15:15:41 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmpgkhuxse2/test.o -laio -o /tmp/tmpgkhuxse2/a.out
2026-07-01 15:15:41 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmp5cl43q2_/test.c -o /tmp/tmp5cl43q2_/test.o
2026-07-01 15:15:41 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmp5cl43q2_/test.o -L/usr/local/cuda-12.8 -L/usr/local/cuda-12.8/lib64 -lcufile -o /tmp/tmp5cl43q2_/a.out
2026-07-01 15:15:41 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmpy687bbo7/test.c -o /tmp/tmpy687bbo7/test.o
2026-07-01 15:15:41 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmpy687bbo7/test.o -laio -o /tmp/tmpy687bbo7/a.out
2026-07-01 15:16:52 - INFO - [online_teacher] loaded OnlineTeacherStage2 from /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/models/Qwen3-VL-8B-Instruct on cuda:0; fingerprint=1c2d71f9fdd6; cache_dir=/tmp/RLYANG/teacher_reps_size100k/1c2d71f9fdd6
2026-07-01 15:16:53 - WARNING - [RANK 0] Gradient accumulation steps mismatch: GradientAccumulationPlugin has 1, DeepSpeed config has 16. Using DeepSpeed's value.
2026-07-01 15:22:40 - INFO - ========================================
2026-07-01 15:22:40 - INFO - Namespace(load_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/models/Qwen3-VL-8B-Instruct', data_path=['/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/data/data100k/train.jsonl'], stage='sft_stage2', task='mm-reasoning', save_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/qwen3vl_s100k_stage2', resume_from_checkpoint=False, dataset_root='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/data/data100k', deepspeed='./deepspeed/ds_zero2_safe.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=150, log_freq=10, allow_no_observation=True, lr=1e-05, bsz=1, grad_accum_steps=16, epochs=1, weight_decay=0.01, max_steps=-1, lr_scheduler_type='cosine', shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=2.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, stage3_input_img_mask_ratio=0.0, stage3_img_mask_curriculum=False, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir=None, teacher_reps_dir='/tmp/RLYANG/teacher_reps_size100k', online_teacher=True, online_teacher_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/models/Qwen3-VL-8B-Instruct', attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-07-01 15:22:40 - INFO - ========================================
2026-07-01 15:22:42 - INFO - Disabled cuDNN SDPA backend (B200 bf16 backward NaN workaround)
2026-07-01 15:23:16 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmp444d144t/test.c -o /tmp/tmp444d144t/test.o
2026-07-01 15:23:16 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmp444d144t/test.o -laio -o /tmp/tmp444d144t/a.out
2026-07-01 15:23:16 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmp5hmjhazx/test.c -o /tmp/tmp5hmjhazx/test.o
2026-07-01 15:23:16 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmp5hmjhazx/test.o -L/usr/local/cuda-12.8 -L/usr/local/cuda-12.8/lib64 -lcufile -o /tmp/tmp5hmjhazx/a.out
2026-07-01 15:23:16 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmpzo0fdxov/test.c -o /tmp/tmpzo0fdxov/test.o
2026-07-01 15:23:16 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmpzo0fdxov/test.o -laio -o /tmp/tmpzo0fdxov/a.out
2026-07-01 15:24:23 - INFO - [online_teacher] loaded OnlineTeacherStage2 from /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/models/Qwen3-VL-8B-Instruct on cuda:0; fingerprint=1c2d71f9fdd6; cache_dir=/tmp/RLYANG/teacher_reps_size100k/1c2d71f9fdd6
2026-07-01 15:24:24 - WARNING - [RANK 0] Gradient accumulation steps mismatch: GradientAccumulationPlugin has 1, DeepSpeed config has 16. Using DeepSpeed's value.
2026-07-01 15:33:47 - INFO - ========================================
2026-07-01 15:33:47 - INFO - Namespace(load_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/models/Qwen3-VL-8B-Instruct', data_path=['/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/data/data100k/train.jsonl'], stage='sft_stage2', task='mm-reasoning', save_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/qwen3vl_s100k_stage2', resume_from_checkpoint=False, dataset_root='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/data/data100k', deepspeed='./deepspeed/ds_zero2_safe.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=150, log_freq=10, allow_no_observation=True, lr=1e-05, bsz=1, grad_accum_steps=16, epochs=1, weight_decay=0.01, max_steps=-1, lr_scheduler_type='cosine', shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=2.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=768, sft_stage2_per_img_tokens=768, sft_stage3_img_tokens=2000, stage3_input_img_mask_ratio=0.0, stage3_img_mask_curriculum=False, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir=None, teacher_reps_dir='/tmp/RLYANG/teacher_reps_size100k', online_teacher=True, online_teacher_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/models/Qwen3-VL-8B-Instruct', attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-07-01 15:33:47 - INFO - ========================================
2026-07-01 15:33:48 - INFO - Disabled cuDNN SDPA backend (B200 bf16 backward NaN workaround)
2026-07-01 15:34:23 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmp7e3phkh6/test.c -o /tmp/tmp7e3phkh6/test.o
2026-07-01 15:34:23 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmp7e3phkh6/test.o -laio -o /tmp/tmp7e3phkh6/a.out
2026-07-01 15:34:23 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmp6wq5ip48/test.c -o /tmp/tmp6wq5ip48/test.o
2026-07-01 15:34:23 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmp6wq5ip48/test.o -L/usr/local/cuda-12.8 -L/usr/local/cuda-12.8/lib64 -lcufile -o /tmp/tmp6wq5ip48/a.out
2026-07-01 15:34:23 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmp3q5y8trk/test.c -o /tmp/tmp3q5y8trk/test.o
2026-07-01 15:34:23 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmp3q5y8trk/test.o -laio -o /tmp/tmp3q5y8trk/a.out
2026-07-01 15:35:33 - INFO - [online_teacher] loaded OnlineTeacherStage2 from /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/models/Qwen3-VL-8B-Instruct on cuda:0; fingerprint=1c2d71f9fdd6; cache_dir=/tmp/RLYANG/teacher_reps_size100k/1c2d71f9fdd6
2026-07-01 15:35:34 - WARNING - [RANK 0] Gradient accumulation steps mismatch: GradientAccumulationPlugin has 1, DeepSpeed config has 16. Using DeepSpeed's value.
2026-07-02 02:48:19 - INFO - ========================================
2026-07-02 02:48:19 - INFO - Namespace(load_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/models/Qwen3-VL-8B-Instruct', data_path=['/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/data/data100k/train_haslatent.jsonl'], stage='sft_stage3', task='mm-reasoning', save_model_path='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/ckpts/qwen3vl_s100k_stage3', resume_from_checkpoint=False, dataset_root='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/data/data100k', deepspeed='./deepspeed/ds_zero2_safe.json', num_samples=-1, max_seq_len=4096, image_resize='global', save_freq=150, log_freq=10, allow_no_observation=True, lr=5e-06, bsz=1, grad_accum_steps=16, epochs=1, weight_decay=0.01, max_steps=-1, lr_scheduler_type='cosine', shuffle_train=False, alignment='observation_all', latent_size=8, ce_emphasize_factor=4.0, only_predict_obs=False, alignment_weight=2.0, alignment_layer='all_layers', emphasize_latent_weight=1.0, sft_stage2_align_poss='obs', sft_stage2_global_img_tokens=1500, sft_stage2_per_img_tokens=1280, sft_stage3_img_tokens=2000, stage3_input_img_mask_ratio=0.0, stage3_img_mask_curriculum=True, stage3_img_mask_start=0.7, stage3_img_mask_end=0.0, stage3_img_mask_schedule='linear', log_file='./log.txt', wandb_name=None, not_use_4d=False, not_mask_image=False, mask_latent=False, observation_tokens_only_see_image_tokens=False, observation_tokens_only_see_latent_tokens=False, observation_tokens_cannot_see_question_image=False, latent_can_see_all_previous=True, observation_tokens_only_see_question_and_latent=False, mask_question_image=False, teacher_latent_dir='/scratch/gpfs/FHEIDE/RLYANG/lvr_3b/data/teacher_latents_size100k', teacher_reps_dir=None, online_teacher=False, online_teacher_model_path=None, attn_analysis=False, output_latent_embeds=False, output_hidden_states=False, resume=False)
2026-07-02 02:48:19 - INFO - ========================================
2026-07-02 02:48:20 - INFO - Disabled cuDNN SDPA backend (B200 bf16 backward NaN workaround)
2026-07-02 02:48:56 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmpau5i51xr/test.c -o /tmp/tmpau5i51xr/test.o
2026-07-02 02:48:56 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmpau5i51xr/test.o -laio -o /tmp/tmpau5i51xr/a.out
2026-07-02 02:48:56 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmpfygipqlu/test.c -o /tmp/tmpfygipqlu/test.o
2026-07-02 02:48:56 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmpfygipqlu/test.o -L/usr/local/cuda-12.8 -L/usr/local/cuda-12.8/lib64 -lcufile -o /tmp/tmpfygipqlu/a.out
2026-07-02 02:48:56 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat -DNDEBUG -fwrapv -O2 -Wall -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -O2 -isystem /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/include -fPIC -c /tmp/tmpztgn_54w/test.c -o /tmp/tmpztgn_54w/test.o
2026-07-02 02:48:56 - INFO - gcc -pthread -B /scratch/gpfs/FHEIDE/RLYANG/lvr_3b/envs/qwen3vl_train/compiler_compat /tmp/tmpztgn_54w/test.o -laio -o /tmp/tmpztgn_54w/a.out
2026-07-02 02:49:02 - WARNING - [RANK 0] Gradient accumulation steps mismatch: GradientAccumulationPlugin has 1, DeepSpeed config has 16. Using DeepSpeed's value.