2026-02-19 18:55:32.160020: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. 2026-02-19 18:55:32.207538: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered 2026-02-19 18:55:32.207581: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered 2026-02-19 18:55:32.208613: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered 2026-02-19 18:55:32.215249: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations. To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags. 2026-02-19 18:55:33.121466: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT Global seed set to 123 >>> Loading prepared model from ckpts/unifolm_wma_dual.ckpt.prepared.pt ... >>> Prepared model loaded. >>> Diffusion backbone (model.model) converted to FP16. >>> Projectors (image_proj_model, state_projector, action_projector) converted to FP16. >>> Encoders (cond_stage_model, embedder) converted to FP16. INFO:root:***** Configing Data ***** >>> unitree_z1_stackbox: 1 data samples loaded. >>> unitree_z1_stackbox: data stats loaded. >>> unitree_z1_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox: data stats loaded. >>> unitree_z1_dual_arm_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox_v2: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox_v2: data stats loaded. >>> unitree_z1_dual_arm_stackbox_v2: normalizer initiated. >>> unitree_z1_dual_arm_cleanup_pencils: 1 data samples loaded. >>> unitree_z1_dual_arm_cleanup_pencils: data stats loaded. >>> unitree_z1_dual_arm_cleanup_pencils: normalizer initiated. >>> unitree_g1_pack_camera: 1 data samples loaded. >>> unitree_g1_pack_camera: data stats loaded. >>> unitree_g1_pack_camera: normalizer initiated. >>> Dataset is successfully loaded ... ✓ KV fused: 66 attention layers >>> Generate 16 frames under each generation ... DEBUG:h5py._conv:Creating converter from 3 to 5 DEBUG:PIL.PngImagePlugin:STREAM b'IHDR' 16 13 DEBUG:PIL.PngImagePlugin:STREAM b'pHYs' 41 9 DEBUG:PIL.PngImagePlugin:STREAM b'IDAT' 62 4096 0%| | 0/11 [00:00>> Step 0: generating actions ... >>> Step 0: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 1: generating actions ... >>> Step 1: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 2: generating actions ... >>> Step 2: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 3: generating actions ... >>> Step 3: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 4: generating actions ... >>> Step 4: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 5: generating actions ... >>> Step 5: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 6: generating actions ... >>> Step 6: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 7: generating actions ... >>> Step 7: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 8: generating actions ... >>> Step 8: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 9: generating actions ... >>> Step 9: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 10: generating actions ... >>> Step 10: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> real 4m33.774s user 4m27.585s sys 0m35.577s 2026-02-19 19:00:05.944067: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. 2026-02-19 19:00:05.991354: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered 2026-02-19 19:00:05.991392: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered 2026-02-19 19:00:05.992414: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered 2026-02-19 19:00:05.999050: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations. To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags. 2026-02-19 19:00:06.916175: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT Global seed set to 123 >>> Loading prepared model from ckpts/unifolm_wma_dual.ckpt.prepared.pt ... >>> Prepared model loaded. >>> Diffusion backbone (model.model) converted to FP16. >>> Projectors (image_proj_model, state_projector, action_projector) converted to FP16. >>> Encoders (cond_stage_model, embedder) converted to FP16. INFO:root:***** Configing Data ***** >>> unitree_z1_stackbox: 1 data samples loaded. >>> unitree_z1_stackbox: data stats loaded. >>> unitree_z1_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox: data stats loaded. >>> unitree_z1_dual_arm_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox_v2: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox_v2: data stats loaded. >>> unitree_z1_dual_arm_stackbox_v2: normalizer initiated. >>> unitree_z1_dual_arm_cleanup_pencils: 1 data samples loaded. >>> unitree_z1_dual_arm_cleanup_pencils: data stats loaded. >>> unitree_z1_dual_arm_cleanup_pencils: normalizer initiated. >>> unitree_g1_pack_camera: 1 data samples loaded. >>> unitree_g1_pack_camera: data stats loaded. >>> unitree_g1_pack_camera: normalizer initiated. >>> Dataset is successfully loaded ... ✓ KV fused: 66 attention layers >>> Generate 16 frames under each generation ... DEBUG:h5py._conv:Creating converter from 3 to 5 DEBUG:PIL.PngImagePlugin:STREAM b'IHDR' 16 13 DEBUG:PIL.PngImagePlugin:STREAM b'pHYs' 41 9 DEBUG:PIL.PngImagePlugin:STREAM b'IDAT' 62 4096 0%| | 0/11 [00:00>> Step 0: generating actions ... >>> Step 0: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 1: generating actions ... >>> Step 1: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 2: generating actions ... >>> Step 2: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 3: generating actions ... >>> Step 3: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 4: generating actions ... >>> Step 4: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 5: generating actions ... >>> Step 5: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 6: generating actions ... >>> Step 6: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 7: generating actions ... >>> Step 7: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 8: generating actions ... >>> Step 8: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 9: generating actions ... >>> Step 9: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 10: generating actions ... >>> Step 10: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> real 4m35.073s user 4m34.865s sys 0m29.897s 2026-02-19 19:04:41.036634: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. 2026-02-19 19:04:41.084414: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered 2026-02-19 19:04:41.084452: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered 2026-02-19 19:04:41.085481: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered 2026-02-19 19:04:41.092287: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations. To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags. 2026-02-19 19:04:42.000614: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT Global seed set to 123 >>> Loading prepared model from ckpts/unifolm_wma_dual.ckpt.prepared.pt ... >>> Prepared model loaded. >>> Diffusion backbone (model.model) converted to FP16. >>> Projectors (image_proj_model, state_projector, action_projector) converted to FP16. >>> Encoders (cond_stage_model, embedder) converted to FP16. INFO:root:***** Configing Data ***** >>> unitree_z1_stackbox: 1 data samples loaded. >>> unitree_z1_stackbox: data stats loaded. >>> unitree_z1_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox: data stats loaded. >>> unitree_z1_dual_arm_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox_v2: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox_v2: data stats loaded. >>> unitree_z1_dual_arm_stackbox_v2: normalizer initiated. >>> unitree_z1_dual_arm_cleanup_pencils: 1 data samples loaded. >>> unitree_z1_dual_arm_cleanup_pencils: data stats loaded. >>> unitree_z1_dual_arm_cleanup_pencils: normalizer initiated. >>> unitree_g1_pack_camera: 1 data samples loaded. >>> unitree_g1_pack_camera: data stats loaded. >>> unitree_g1_pack_camera: normalizer initiated. >>> Dataset is successfully loaded ... ✓ KV fused: 66 attention layers >>> Generate 16 frames under each generation ... DEBUG:h5py._conv:Creating converter from 3 to 5 DEBUG:PIL.PngImagePlugin:STREAM b'IHDR' 16 13 DEBUG:PIL.PngImagePlugin:STREAM b'pHYs' 41 9 DEBUG:PIL.PngImagePlugin:STREAM b'IDAT' 62 4096 0%| | 0/11 [00:00>> Step 0: generating actions ... >>> Step 0: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 1: generating actions ... >>> Step 1: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 2: generating actions ... >>> Step 2: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 3: generating actions ... >>> Step 3: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 4: generating actions ... >>> Step 4: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 5: generating actions ... >>> Step 5: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 6: generating actions ... >>> Step 6: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 7: generating actions ... >>> Step 7: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 8: generating actions ... >>> Step 8: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 9: generating actions ... >>> Step 9: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 10: generating actions ... >>> Step 10: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> real 4m35.102s user 4m34.062s sys 0m30.631s 2026-02-19 19:09:16.122268: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. 2026-02-19 19:09:16.170290: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered 2026-02-19 19:09:16.170331: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered 2026-02-19 19:09:16.171349: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered 2026-02-19 19:09:16.177993: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations. To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags. 2026-02-19 19:09:17.087425: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT Global seed set to 123 >>> Loading prepared model from ckpts/unifolm_wma_dual.ckpt.prepared.pt ... >>> Prepared model loaded. >>> Diffusion backbone (model.model) converted to FP16. >>> Projectors (image_proj_model, state_projector, action_projector) converted to FP16. >>> Encoders (cond_stage_model, embedder) converted to FP16. INFO:root:***** Configing Data ***** >>> unitree_z1_stackbox: 1 data samples loaded. >>> unitree_z1_stackbox: data stats loaded. >>> unitree_z1_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox: data stats loaded. >>> unitree_z1_dual_arm_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox_v2: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox_v2: data stats loaded. >>> unitree_z1_dual_arm_stackbox_v2: normalizer initiated. >>> unitree_z1_dual_arm_cleanup_pencils: 1 data samples loaded. >>> unitree_z1_dual_arm_cleanup_pencils: data stats loaded. >>> unitree_z1_dual_arm_cleanup_pencils: normalizer initiated. >>> unitree_g1_pack_camera: 1 data samples loaded. >>> unitree_g1_pack_camera: data stats loaded. >>> unitree_g1_pack_camera: normalizer initiated. >>> Dataset is successfully loaded ... ✓ KV fused: 66 attention layers >>> Generate 16 frames under each generation ... DEBUG:h5py._conv:Creating converter from 3 to 5 DEBUG:PIL.PngImagePlugin:STREAM b'IHDR' 16 13 DEBUG:PIL.PngImagePlugin:STREAM b'pHYs' 41 9 DEBUG:PIL.PngImagePlugin:STREAM b'IDAT' 62 4096 0%| | 0/11 [00:00>> Step 0: generating actions ... >>> Step 0: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 1: generating actions ... >>> Step 1: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 2: generating actions ... >>> Step 2: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 3: generating actions ... >>> Step 3: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 4: generating actions ... >>> Step 4: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 5: generating actions ... >>> Step 5: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 6: generating actions ... >>> Step 6: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 7: generating actions ... >>> Step 7: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 8: generating actions ... >>> Step 8: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 9: generating actions ... >>> Step 9: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 10: generating actions ... >>> Step 10: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> real 4m35.402s user 4m29.961s sys 0m35.015s 2026-02-19 19:13:51.554194: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. 2026-02-19 19:13:51.601580: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered 2026-02-19 19:13:51.601622: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered 2026-02-19 19:13:51.602646: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered 2026-02-19 19:13:51.609297: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations. To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags. 2026-02-19 19:13:52.517676: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT Global seed set to 123 >>> Loading prepared model from ckpts/unifolm_wma_dual.ckpt.prepared.pt ... >>> Prepared model loaded. >>> Diffusion backbone (model.model) converted to FP16. >>> Projectors (image_proj_model, state_projector, action_projector) converted to FP16. >>> Encoders (cond_stage_model, embedder) converted to FP16. INFO:root:***** Configing Data ***** >>> unitree_z1_stackbox: 1 data samples loaded. >>> unitree_z1_stackbox: data stats loaded. >>> unitree_z1_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox: data stats loaded. >>> unitree_z1_dual_arm_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox_v2: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox_v2: data stats loaded. >>> unitree_z1_dual_arm_stackbox_v2: normalizer initiated. >>> unitree_z1_dual_arm_cleanup_pencils: 1 data samples loaded. >>> unitree_z1_dual_arm_cleanup_pencils: data stats loaded. >>> unitree_z1_dual_arm_cleanup_pencils: normalizer initiated. >>> unitree_g1_pack_camera: 1 data samples loaded. >>> unitree_g1_pack_camera: data stats loaded. >>> unitree_g1_pack_camera: normalizer initiated. >>> Dataset is successfully loaded ... ✓ KV fused: 66 attention layers >>> Generate 16 frames under each generation ... DEBUG:h5py._conv:Creating converter from 3 to 5 DEBUG:PIL.PngImagePlugin:STREAM b'IHDR' 16 13 DEBUG:PIL.PngImagePlugin:STREAM b'pHYs' 41 9 DEBUG:PIL.PngImagePlugin:STREAM b'IDAT' 62 4096 0%| | 0/8 [00:00>> Step 0: generating actions ... >>> Step 0: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 1: generating actions ... >>> Step 1: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 2: generating actions ... >>> Step 2: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 3: generating actions ... >>> Step 3: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 4: generating actions ... >>> Step 4: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 5: generating actions ... >>> Step 5: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 6: generating actions ... >>> Step 6: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 7: generating actions ... >>> Step 7: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> real 3m24.743s user 3m31.432s sys 0m18.719s 2026-02-19 19:17:16.282875: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. 2026-02-19 19:17:16.330519: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered 2026-02-19 19:17:16.330561: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered 2026-02-19 19:17:16.331631: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered 2026-02-19 19:17:16.338413: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations. To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags. 2026-02-19 19:17:17.250653: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT Global seed set to 123 >>> Loading prepared model from ckpts/unifolm_wma_dual.ckpt.prepared.pt ... >>> Prepared model loaded. >>> Diffusion backbone (model.model) converted to FP16. >>> Projectors (image_proj_model, state_projector, action_projector) converted to FP16. >>> Encoders (cond_stage_model, embedder) converted to FP16. INFO:root:***** Configing Data ***** >>> unitree_z1_stackbox: 1 data samples loaded. >>> unitree_z1_stackbox: data stats loaded. >>> unitree_z1_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox: data stats loaded. >>> unitree_z1_dual_arm_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox_v2: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox_v2: data stats loaded. >>> unitree_z1_dual_arm_stackbox_v2: normalizer initiated. >>> unitree_z1_dual_arm_cleanup_pencils: 1 data samples loaded. >>> unitree_z1_dual_arm_cleanup_pencils: data stats loaded. >>> unitree_z1_dual_arm_cleanup_pencils: normalizer initiated. >>> unitree_g1_pack_camera: 1 data samples loaded. >>> unitree_g1_pack_camera: data stats loaded. >>> unitree_g1_pack_camera: normalizer initiated. >>> Dataset is successfully loaded ... ✓ KV fused: 66 attention layers >>> Generate 16 frames under each generation ... DEBUG:h5py._conv:Creating converter from 3 to 5 DEBUG:PIL.PngImagePlugin:STREAM b'IHDR' 16 13 DEBUG:PIL.PngImagePlugin:STREAM b'pHYs' 41 9 DEBUG:PIL.PngImagePlugin:STREAM b'IDAT' 62 4096 0%| | 0/8 [00:00>> Step 0: generating actions ... >>> Step 0: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 1: generating actions ... >>> Step 1: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 2: generating actions ... >>> Step 2: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 3: generating actions ... >>> Step 3: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 4: generating actions ... >>> Step 4: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 5: generating actions ... >>> Step 5: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 6: generating actions ... >>> Step 6: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 7: generating actions ... >>> Step 7: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> real 3m24.131s user 3m25.207s sys 0m24.266s 2026-02-19 19:20:40.444703: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. 2026-02-19 19:20:40.492237: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered 2026-02-19 19:20:40.492278: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered 2026-02-19 19:20:40.493360: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered 2026-02-19 19:20:40.500130: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations. To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags. 2026-02-19 19:20:41.414718: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT Global seed set to 123 >>> Loading prepared model from ckpts/unifolm_wma_dual.ckpt.prepared.pt ... >>> Prepared model loaded. >>> Diffusion backbone (model.model) converted to FP16. >>> Projectors (image_proj_model, state_projector, action_projector) converted to FP16. >>> Encoders (cond_stage_model, embedder) converted to FP16. INFO:root:***** Configing Data ***** >>> unitree_z1_stackbox: 1 data samples loaded. >>> unitree_z1_stackbox: data stats loaded. >>> unitree_z1_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox: data stats loaded. >>> unitree_z1_dual_arm_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox_v2: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox_v2: data stats loaded. >>> unitree_z1_dual_arm_stackbox_v2: normalizer initiated. >>> unitree_z1_dual_arm_cleanup_pencils: 1 data samples loaded. >>> unitree_z1_dual_arm_cleanup_pencils: data stats loaded. >>> unitree_z1_dual_arm_cleanup_pencils: normalizer initiated. >>> unitree_g1_pack_camera: 1 data samples loaded. >>> unitree_g1_pack_camera: data stats loaded. >>> unitree_g1_pack_camera: normalizer initiated. >>> Dataset is successfully loaded ... ✓ KV fused: 66 attention layers >>> Generate 16 frames under each generation ... DEBUG:h5py._conv:Creating converter from 3 to 5 DEBUG:PIL.PngImagePlugin:STREAM b'IHDR' 16 13 DEBUG:PIL.PngImagePlugin:STREAM b'pHYs' 41 9 DEBUG:PIL.PngImagePlugin:STREAM b'IDAT' 62 4096 0%| | 0/8 [00:00>> Step 0: generating actions ... >>> Step 0: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 1: generating actions ... >>> Step 1: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 2: generating actions ... >>> Step 2: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 3: generating actions ... >>> Step 3: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 4: generating actions ... >>> Step 4: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 5: generating actions ... >>> Step 5: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 6: generating actions ... >>> Step 6: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 7: generating actions ... >>> Step 7: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> real 3m24.747s user 3m21.618s sys 0m28.508s 2026-02-19 19:24:05.230366: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. 2026-02-19 19:24:05.278058: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered 2026-02-19 19:24:05.278100: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered 2026-02-19 19:24:05.279133: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered 2026-02-19 19:24:05.285789: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations. To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags. 2026-02-19 19:24:06.199101: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT Global seed set to 123 >>> Loading prepared model from ckpts/unifolm_wma_dual.ckpt.prepared.pt ... >>> Prepared model loaded. >>> Diffusion backbone (model.model) converted to FP16. >>> Projectors (image_proj_model, state_projector, action_projector) converted to FP16. >>> Encoders (cond_stage_model, embedder) converted to FP16. INFO:root:***** Configing Data ***** >>> unitree_z1_stackbox: 1 data samples loaded. >>> unitree_z1_stackbox: data stats loaded. >>> unitree_z1_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox: data stats loaded. >>> unitree_z1_dual_arm_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox_v2: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox_v2: data stats loaded. >>> unitree_z1_dual_arm_stackbox_v2: normalizer initiated. >>> unitree_z1_dual_arm_cleanup_pencils: 1 data samples loaded. >>> unitree_z1_dual_arm_cleanup_pencils: data stats loaded. >>> unitree_z1_dual_arm_cleanup_pencils: normalizer initiated. >>> unitree_g1_pack_camera: 1 data samples loaded. >>> unitree_g1_pack_camera: data stats loaded. >>> unitree_g1_pack_camera: normalizer initiated. >>> Dataset is successfully loaded ... ✓ KV fused: 66 attention layers >>> Generate 16 frames under each generation ... DEBUG:h5py._conv:Creating converter from 3 to 5 DEBUG:PIL.PngImagePlugin:STREAM b'IHDR' 16 13 DEBUG:PIL.PngImagePlugin:STREAM b'pHYs' 41 9 DEBUG:PIL.PngImagePlugin:STREAM b'IDAT' 62 4096 0%| | 0/8 [00:00>> Step 0: generating actions ... >>> Step 0: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 1: generating actions ... >>> Step 1: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 2: generating actions ... >>> Step 2: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 3: generating actions ... >>> Step 3: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 4: generating actions ... >>> Step 4: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 5: generating actions ... >>> Step 5: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 6: generating actions ... >>> Step 6: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 7: generating actions ... >>> Step 7: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> real 3m24.046s user 3m23.755s sys 0m25.515s 2026-02-19 19:27:29.317502: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. 2026-02-19 19:27:29.365030: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered 2026-02-19 19:27:29.365079: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered 2026-02-19 19:27:29.366111: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered 2026-02-19 19:27:29.372733: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations. To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags. 2026-02-19 19:27:30.291220: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT Global seed set to 123 >>> Loading prepared model from ckpts/unifolm_wma_dual.ckpt.prepared.pt ... >>> Prepared model loaded. >>> Diffusion backbone (model.model) converted to FP16. >>> Projectors (image_proj_model, state_projector, action_projector) converted to FP16. >>> Encoders (cond_stage_model, embedder) converted to FP16. INFO:root:***** Configing Data ***** >>> unitree_z1_stackbox: 1 data samples loaded. >>> unitree_z1_stackbox: data stats loaded. >>> unitree_z1_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox: data stats loaded. >>> unitree_z1_dual_arm_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox_v2: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox_v2: data stats loaded. >>> unitree_z1_dual_arm_stackbox_v2: normalizer initiated. >>> unitree_z1_dual_arm_cleanup_pencils: 1 data samples loaded. >>> unitree_z1_dual_arm_cleanup_pencils: data stats loaded. >>> unitree_z1_dual_arm_cleanup_pencils: normalizer initiated. >>> unitree_g1_pack_camera: 1 data samples loaded. >>> unitree_g1_pack_camera: data stats loaded. >>> unitree_g1_pack_camera: normalizer initiated. >>> Dataset is successfully loaded ... ✓ KV fused: 66 attention layers >>> Generate 16 frames under each generation ... DEBUG:h5py._conv:Creating converter from 3 to 5 DEBUG:PIL.PngImagePlugin:STREAM b'IHDR' 16 13 DEBUG:PIL.PngImagePlugin:STREAM b'pHYs' 41 9 DEBUG:PIL.PngImagePlugin:STREAM b'IDAT' 62 4096 0%| | 0/7 [00:00>> Step 0: generating actions ... >>> Step 0: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 1: generating actions ... >>> Step 1: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 2: generating actions ... >>> Step 2: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 3: generating actions ... >>> Step 3: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 4: generating actions ... >>> Step 4: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 5: generating actions ... >>> Step 5: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 6: generating actions ... >>> Step 6: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> real 3m0.795s user 2m57.244s sys 0m27.805s 2026-02-19 19:30:30.058862: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. 2026-02-19 19:30:30.106200: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered 2026-02-19 19:30:30.106243: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered 2026-02-19 19:30:30.107276: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered 2026-02-19 19:30:30.113917: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations. To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags. 2026-02-19 19:30:31.026240: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT Global seed set to 123 >>> Loading prepared model from ckpts/unifolm_wma_dual.ckpt.prepared.pt ... >>> Prepared model loaded. >>> Diffusion backbone (model.model) converted to FP16. >>> Projectors (image_proj_model, state_projector, action_projector) converted to FP16. >>> Encoders (cond_stage_model, embedder) converted to FP16. INFO:root:***** Configing Data ***** >>> unitree_z1_stackbox: 1 data samples loaded. >>> unitree_z1_stackbox: data stats loaded. >>> unitree_z1_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox: data stats loaded. >>> unitree_z1_dual_arm_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox_v2: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox_v2: data stats loaded. >>> unitree_z1_dual_arm_stackbox_v2: normalizer initiated. >>> unitree_z1_dual_arm_cleanup_pencils: 1 data samples loaded. >>> unitree_z1_dual_arm_cleanup_pencils: data stats loaded. >>> unitree_z1_dual_arm_cleanup_pencils: normalizer initiated. >>> unitree_g1_pack_camera: 1 data samples loaded. >>> unitree_g1_pack_camera: data stats loaded. >>> unitree_g1_pack_camera: normalizer initiated. >>> Dataset is successfully loaded ... ✓ KV fused: 66 attention layers >>> Generate 16 frames under each generation ... DEBUG:h5py._conv:Creating converter from 3 to 5 DEBUG:PIL.PngImagePlugin:STREAM b'IHDR' 16 13 DEBUG:PIL.PngImagePlugin:STREAM b'pHYs' 41 9 DEBUG:PIL.PngImagePlugin:STREAM b'IDAT' 62 4096 0%| | 0/7 [00:00>> Step 0: generating actions ... >>> Step 0: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 1: generating actions ... >>> Step 1: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 2: generating actions ... >>> Step 2: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 3: generating actions ... >>> Step 3: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 4: generating actions ... >>> Step 4: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 5: generating actions ... >>> Step 5: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 6: generating actions ... >>> Step 6: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> real 3m1.208s user 3m4.842s sys 0m20.772s 2026-02-19 19:33:31.235859: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. 2026-02-19 19:33:31.283866: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered 2026-02-19 19:33:31.283908: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered 2026-02-19 19:33:31.284941: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered 2026-02-19 19:33:31.291610: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations. To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags. 2026-02-19 19:33:32.199716: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT Global seed set to 123 >>> Loading prepared model from ckpts/unifolm_wma_dual.ckpt.prepared.pt ... >>> Prepared model loaded. >>> Diffusion backbone (model.model) converted to FP16. >>> Projectors (image_proj_model, state_projector, action_projector) converted to FP16. >>> Encoders (cond_stage_model, embedder) converted to FP16. INFO:root:***** Configing Data ***** >>> unitree_z1_stackbox: 1 data samples loaded. >>> unitree_z1_stackbox: data stats loaded. >>> unitree_z1_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox: data stats loaded. >>> unitree_z1_dual_arm_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox_v2: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox_v2: data stats loaded. >>> unitree_z1_dual_arm_stackbox_v2: normalizer initiated. >>> unitree_z1_dual_arm_cleanup_pencils: 1 data samples loaded. >>> unitree_z1_dual_arm_cleanup_pencils: data stats loaded. >>> unitree_z1_dual_arm_cleanup_pencils: normalizer initiated. >>> unitree_g1_pack_camera: 1 data samples loaded. >>> unitree_g1_pack_camera: data stats loaded. >>> unitree_g1_pack_camera: normalizer initiated. >>> Dataset is successfully loaded ... ✓ KV fused: 66 attention layers >>> Generate 16 frames under each generation ... DEBUG:h5py._conv:Creating converter from 3 to 5 DEBUG:PIL.PngImagePlugin:STREAM b'IHDR' 16 13 DEBUG:PIL.PngImagePlugin:STREAM b'pHYs' 41 9 DEBUG:PIL.PngImagePlugin:STREAM b'IDAT' 62 4096 0%| | 0/7 [00:00>> Step 0: generating actions ... >>> Step 0: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 1: generating actions ... >>> Step 1: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 2: generating actions ... >>> Step 2: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 3: generating actions ... >>> Step 3: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 4: generating actions ... >>> Step 4: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 5: generating actions ... >>> Step 5: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 6: generating actions ... >>> Step 6: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> real 3m1.015s user 3m2.964s sys 0m22.269s 2026-02-19 19:36:32.251051: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. 2026-02-19 19:36:32.298464: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered 2026-02-19 19:36:32.298506: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered 2026-02-19 19:36:32.299538: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered 2026-02-19 19:36:32.306168: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations. To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags. 2026-02-19 19:36:33.213503: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT Global seed set to 123 >>> Loading prepared model from ckpts/unifolm_wma_dual.ckpt.prepared.pt ... >>> Prepared model loaded. >>> Diffusion backbone (model.model) converted to FP16. >>> Projectors (image_proj_model, state_projector, action_projector) converted to FP16. >>> Encoders (cond_stage_model, embedder) converted to FP16. INFO:root:***** Configing Data ***** >>> unitree_z1_stackbox: 1 data samples loaded. >>> unitree_z1_stackbox: data stats loaded. >>> unitree_z1_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox: data stats loaded. >>> unitree_z1_dual_arm_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox_v2: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox_v2: data stats loaded. >>> unitree_z1_dual_arm_stackbox_v2: normalizer initiated. >>> unitree_z1_dual_arm_cleanup_pencils: 1 data samples loaded. >>> unitree_z1_dual_arm_cleanup_pencils: data stats loaded. >>> unitree_z1_dual_arm_cleanup_pencils: normalizer initiated. >>> unitree_g1_pack_camera: 1 data samples loaded. >>> unitree_g1_pack_camera: data stats loaded. >>> unitree_g1_pack_camera: normalizer initiated. >>> Dataset is successfully loaded ... ✓ KV fused: 66 attention layers >>> Generate 16 frames under each generation ... DEBUG:h5py._conv:Creating converter from 3 to 5 DEBUG:PIL.PngImagePlugin:STREAM b'IHDR' 16 13 DEBUG:PIL.PngImagePlugin:STREAM b'pHYs' 41 9 DEBUG:PIL.PngImagePlugin:STREAM b'IDAT' 62 4096 0%| | 0/7 [00:00>> Step 0: generating actions ... >>> Step 0: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 1: generating actions ... >>> Step 1: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 2: generating actions ... >>> Step 2: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 3: generating actions ... >>> Step 3: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 4: generating actions ... >>> Step 4: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 5: generating actions ... >>> Step 5: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 6: generating actions ... >>> Step 6: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> real 3m0.614s user 3m3.100s sys 0m21.873s 2026-02-19 19:39:32.908698: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. 2026-02-19 19:39:32.956378: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered 2026-02-19 19:39:32.956417: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered 2026-02-19 19:39:32.957459: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered 2026-02-19 19:39:32.964104: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations. To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags. 2026-02-19 19:39:33.875854: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT Global seed set to 123 >>> Loading prepared model from ckpts/unifolm_wma_dual.ckpt.prepared.pt ... >>> Prepared model loaded. >>> Diffusion backbone (model.model) converted to FP16. >>> Projectors (image_proj_model, state_projector, action_projector) converted to FP16. >>> Encoders (cond_stage_model, embedder) converted to FP16. INFO:root:***** Configing Data ***** >>> unitree_z1_stackbox: 1 data samples loaded. >>> unitree_z1_stackbox: data stats loaded. >>> unitree_z1_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox: data stats loaded. >>> unitree_z1_dual_arm_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox_v2: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox_v2: data stats loaded. >>> unitree_z1_dual_arm_stackbox_v2: normalizer initiated. >>> unitree_z1_dual_arm_cleanup_pencils: 1 data samples loaded. >>> unitree_z1_dual_arm_cleanup_pencils: data stats loaded. >>> unitree_z1_dual_arm_cleanup_pencils: normalizer initiated. >>> unitree_g1_pack_camera: 1 data samples loaded. >>> unitree_g1_pack_camera: data stats loaded. >>> unitree_g1_pack_camera: normalizer initiated. >>> Dataset is successfully loaded ... ✓ KV fused: 66 attention layers >>> Generate 16 frames under each generation ... DEBUG:h5py._conv:Creating converter from 3 to 5 DEBUG:PIL.PngImagePlugin:STREAM b'IHDR' 16 13 DEBUG:PIL.PngImagePlugin:STREAM b'pHYs' 41 9 DEBUG:PIL.PngImagePlugin:STREAM b'IDAT' 62 4096 0%| | 0/11 [00:00>> Step 0: generating actions ... >>> Step 0: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 1: generating actions ... >>> Step 1: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 2: generating actions ... >>> Step 2: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 3: generating actions ... >>> Step 3: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 4: generating actions ... >>> Step 4: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 5: generating actions ... >>> Step 5: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 6: generating actions ... >>> Step 6: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 7: generating actions ... >>> Step 7: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 8: generating actions ... >>> Step 8: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 9: generating actions ... >>> Step 9: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 10: generating actions ... >>> Step 10: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> real 4m34.851s user 4m33.496s sys 0m30.482s 2026-02-19 19:44:07.724109: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. 2026-02-19 19:44:07.771461: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered 2026-02-19 19:44:07.771505: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered 2026-02-19 19:44:07.772537: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered 2026-02-19 19:44:07.779172: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations. To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags. 2026-02-19 19:44:08.688975: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT Global seed set to 123 >>> Loading prepared model from ckpts/unifolm_wma_dual.ckpt.prepared.pt ... >>> Prepared model loaded. >>> Diffusion backbone (model.model) converted to FP16. >>> Projectors (image_proj_model, state_projector, action_projector) converted to FP16. >>> Encoders (cond_stage_model, embedder) converted to FP16. INFO:root:***** Configing Data ***** >>> unitree_z1_stackbox: 1 data samples loaded. >>> unitree_z1_stackbox: data stats loaded. >>> unitree_z1_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox: data stats loaded. >>> unitree_z1_dual_arm_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox_v2: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox_v2: data stats loaded. >>> unitree_z1_dual_arm_stackbox_v2: normalizer initiated. >>> unitree_z1_dual_arm_cleanup_pencils: 1 data samples loaded. >>> unitree_z1_dual_arm_cleanup_pencils: data stats loaded. >>> unitree_z1_dual_arm_cleanup_pencils: normalizer initiated. >>> unitree_g1_pack_camera: 1 data samples loaded. >>> unitree_g1_pack_camera: data stats loaded. >>> unitree_g1_pack_camera: normalizer initiated. >>> Dataset is successfully loaded ... ✓ KV fused: 66 attention layers >>> Generate 16 frames under each generation ... DEBUG:h5py._conv:Creating converter from 3 to 5 DEBUG:PIL.PngImagePlugin:STREAM b'IHDR' 16 13 DEBUG:PIL.PngImagePlugin:STREAM b'pHYs' 41 9 DEBUG:PIL.PngImagePlugin:STREAM b'IDAT' 62 4096 0%| | 0/11 [00:00>> Step 0: generating actions ... >>> Step 0: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 1: generating actions ... >>> Step 1: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 2: generating actions ... >>> Step 2: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 3: generating actions ... >>> Step 3: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 4: generating actions ... >>> Step 4: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 5: generating actions ... >>> Step 5: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 6: generating actions ... >>> Step 6: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 7: generating actions ... >>> Step 7: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 8: generating actions ... >>> Step 8: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 9: generating actions ... >>> Step 9: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 10: generating actions ... >>> Step 10: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> real 4m34.717s user 4m32.189s sys 0m31.784s 2026-02-19 19:48:42.460586: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. 2026-02-19 19:48:42.508096: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered 2026-02-19 19:48:42.508140: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered 2026-02-19 19:48:42.509152: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered 2026-02-19 19:48:42.515865: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations. To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags. 2026-02-19 19:48:43.425699: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT Global seed set to 123 >>> Loading prepared model from ckpts/unifolm_wma_dual.ckpt.prepared.pt ... >>> Prepared model loaded. >>> Diffusion backbone (model.model) converted to FP16. >>> Projectors (image_proj_model, state_projector, action_projector) converted to FP16. >>> Encoders (cond_stage_model, embedder) converted to FP16. INFO:root:***** Configing Data ***** >>> unitree_z1_stackbox: 1 data samples loaded. >>> unitree_z1_stackbox: data stats loaded. >>> unitree_z1_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox: data stats loaded. >>> unitree_z1_dual_arm_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox_v2: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox_v2: data stats loaded. >>> unitree_z1_dual_arm_stackbox_v2: normalizer initiated. >>> unitree_z1_dual_arm_cleanup_pencils: 1 data samples loaded. >>> unitree_z1_dual_arm_cleanup_pencils: data stats loaded. >>> unitree_z1_dual_arm_cleanup_pencils: normalizer initiated. >>> unitree_g1_pack_camera: 1 data samples loaded. >>> unitree_g1_pack_camera: data stats loaded. >>> unitree_g1_pack_camera: normalizer initiated. >>> Dataset is successfully loaded ... ✓ KV fused: 66 attention layers >>> Generate 16 frames under each generation ... DEBUG:h5py._conv:Creating converter from 3 to 5 DEBUG:PIL.PngImagePlugin:STREAM b'IHDR' 16 13 DEBUG:PIL.PngImagePlugin:STREAM b'pHYs' 41 9 DEBUG:PIL.PngImagePlugin:STREAM b'IDAT' 62 4096 0%| | 0/11 [00:00>> Step 0: generating actions ... >>> Step 0: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 1: generating actions ... >>> Step 1: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 2: generating actions ... >>> Step 2: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 3: generating actions ... >>> Step 3: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 4: generating actions ... >>> Step 4: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 5: generating actions ... >>> Step 5: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 6: generating actions ... >>> Step 6: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 7: generating actions ... >>> Step 7: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 8: generating actions ... >>> Step 8: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 9: generating actions ... >>> Step 9: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 10: generating actions ... >>> Step 10: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> real 4m35.120s user 4m35.176s sys 0m29.141s 2026-02-19 19:53:17.574354: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. 2026-02-19 19:53:17.621335: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered 2026-02-19 19:53:17.621388: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered 2026-02-19 19:53:17.622415: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered 2026-02-19 19:53:17.629050: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations. To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags. 2026-02-19 19:53:18.537233: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT Global seed set to 123 >>> Loading prepared model from ckpts/unifolm_wma_dual.ckpt.prepared.pt ... >>> Prepared model loaded. >>> Diffusion backbone (model.model) converted to FP16. >>> Projectors (image_proj_model, state_projector, action_projector) converted to FP16. >>> Encoders (cond_stage_model, embedder) converted to FP16. INFO:root:***** Configing Data ***** >>> unitree_z1_stackbox: 1 data samples loaded. >>> unitree_z1_stackbox: data stats loaded. >>> unitree_z1_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox: data stats loaded. >>> unitree_z1_dual_arm_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox_v2: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox_v2: data stats loaded. >>> unitree_z1_dual_arm_stackbox_v2: normalizer initiated. >>> unitree_z1_dual_arm_cleanup_pencils: 1 data samples loaded. >>> unitree_z1_dual_arm_cleanup_pencils: data stats loaded. >>> unitree_z1_dual_arm_cleanup_pencils: normalizer initiated. >>> unitree_g1_pack_camera: 1 data samples loaded. >>> unitree_g1_pack_camera: data stats loaded. >>> unitree_g1_pack_camera: normalizer initiated. >>> Dataset is successfully loaded ... ✓ KV fused: 66 attention layers >>> Generate 16 frames under each generation ... DEBUG:h5py._conv:Creating converter from 3 to 5 DEBUG:PIL.PngImagePlugin:STREAM b'IHDR' 16 13 DEBUG:PIL.PngImagePlugin:STREAM b'pHYs' 41 9 DEBUG:PIL.PngImagePlugin:STREAM b'IDAT' 62 4096 0%| | 0/11 [00:00>> Step 0: generating actions ... >>> Step 0: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 1: generating actions ... >>> Step 1: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 2: generating actions ... >>> Step 2: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 3: generating actions ... >>> Step 3: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 4: generating actions ... >>> Step 4: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 5: generating actions ... >>> Step 5: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 6: generating actions ... >>> Step 6: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 7: generating actions ... >>> Step 7: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 8: generating actions ... >>> Step 8: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 9: generating actions ... >>> Step 9: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 10: generating actions ... >>> Step 10: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> real 4m34.810s user 4m31.537s sys 0m32.550s 2026-02-19 19:57:52.488339: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. 2026-02-19 19:57:52.536176: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered 2026-02-19 19:57:52.536222: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered 2026-02-19 19:57:52.537285: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered 2026-02-19 19:57:52.544051: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations. To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags. 2026-02-19 19:57:53.469912: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT Global seed set to 123 >>> Loading prepared model from ckpts/unifolm_wma_dual.ckpt.prepared.pt ... >>> Prepared model loaded. >>> Diffusion backbone (model.model) converted to FP16. >>> Projectors (image_proj_model, state_projector, action_projector) converted to FP16. >>> Encoders (cond_stage_model, embedder) converted to FP16. INFO:root:***** Configing Data ***** >>> unitree_z1_stackbox: 1 data samples loaded. >>> unitree_z1_stackbox: data stats loaded. >>> unitree_z1_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox: data stats loaded. >>> unitree_z1_dual_arm_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox_v2: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox_v2: data stats loaded. >>> unitree_z1_dual_arm_stackbox_v2: normalizer initiated. >>> unitree_z1_dual_arm_cleanup_pencils: 1 data samples loaded. >>> unitree_z1_dual_arm_cleanup_pencils: data stats loaded. >>> unitree_z1_dual_arm_cleanup_pencils: normalizer initiated. >>> unitree_g1_pack_camera: 1 data samples loaded. >>> unitree_g1_pack_camera: data stats loaded. >>> unitree_g1_pack_camera: normalizer initiated. >>> Dataset is successfully loaded ... ✓ KV fused: 66 attention layers >>> Generate 16 frames under each generation ... DEBUG:h5py._conv:Creating converter from 3 to 5 DEBUG:PIL.PngImagePlugin:STREAM b'IHDR' 16 13 DEBUG:PIL.PngImagePlugin:STREAM b'pHYs' 41 9 DEBUG:PIL.PngImagePlugin:STREAM b'IDAT' 62 4096 0%| | 0/12 [00:00>> Step 0: generating actions ... >>> Step 0: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 1: generating actions ... >>> Step 1: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 2: generating actions ... >>> Step 2: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 3: generating actions ... >>> Step 3: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 4: generating actions ... >>> Step 4: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 5: generating actions ... >>> Step 5: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 6: generating actions ... >>> Step 6: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 7: generating actions ... >>> Step 7: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 8: generating actions ... >>> Step 8: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 9: generating actions ... >>> Step 9: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 10: generating actions ... >>> Step 10: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 11: generating actions ... >>> Step 11: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> real 4m58.541s user 4m56.152s sys 0m33.392s 2026-02-19 20:02:50.975402: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. 2026-02-19 20:02:51.023211: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered 2026-02-19 20:02:51.023253: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered 2026-02-19 20:02:51.024328: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered 2026-02-19 20:02:51.031176: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations. To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags. 2026-02-19 20:02:51.947400: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT Global seed set to 123 >>> Loading prepared model from ckpts/unifolm_wma_dual.ckpt.prepared.pt ... >>> Prepared model loaded. >>> Diffusion backbone (model.model) converted to FP16. >>> Projectors (image_proj_model, state_projector, action_projector) converted to FP16. >>> Encoders (cond_stage_model, embedder) converted to FP16. INFO:root:***** Configing Data ***** >>> unitree_z1_stackbox: 1 data samples loaded. >>> unitree_z1_stackbox: data stats loaded. >>> unitree_z1_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox: data stats loaded. >>> unitree_z1_dual_arm_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox_v2: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox_v2: data stats loaded. >>> unitree_z1_dual_arm_stackbox_v2: normalizer initiated. >>> unitree_z1_dual_arm_cleanup_pencils: 1 data samples loaded. >>> unitree_z1_dual_arm_cleanup_pencils: data stats loaded. >>> unitree_z1_dual_arm_cleanup_pencils: normalizer initiated. >>> unitree_g1_pack_camera: 1 data samples loaded. >>> unitree_g1_pack_camera: data stats loaded. >>> unitree_g1_pack_camera: normalizer initiated. >>> Dataset is successfully loaded ... ✓ KV fused: 66 attention layers >>> Generate 16 frames under each generation ... DEBUG:h5py._conv:Creating converter from 3 to 5 DEBUG:PIL.PngImagePlugin:STREAM b'IHDR' 16 13 DEBUG:PIL.PngImagePlugin:STREAM b'pHYs' 41 9 DEBUG:PIL.PngImagePlugin:STREAM b'IDAT' 62 4096 0%| | 0/12 [00:00>> Step 0: generating actions ... >>> Step 0: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 1: generating actions ... >>> Step 1: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 2: generating actions ... >>> Step 2: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 3: generating actions ... >>> Step 3: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 4: generating actions ... >>> Step 4: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 5: generating actions ... >>> Step 5: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 6: generating actions ... >>> Step 6: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 7: generating actions ... >>> Step 7: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 8: generating actions ... >>> Step 8: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 9: generating actions ... >>> Step 9: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 10: generating actions ... >>> Step 10: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 11: generating actions ... >>> Step 11: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> real 4m58.476s user 4m54.520s sys 0m34.454s 2026-02-19 20:07:49.410622: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. 2026-02-19 20:07:49.457896: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered 2026-02-19 20:07:49.457948: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered 2026-02-19 20:07:49.458967: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered 2026-02-19 20:07:49.465632: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations. To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags. 2026-02-19 20:07:50.373326: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT Global seed set to 123 >>> Loading prepared model from ckpts/unifolm_wma_dual.ckpt.prepared.pt ... >>> Prepared model loaded. >>> Diffusion backbone (model.model) converted to FP16. >>> Projectors (image_proj_model, state_projector, action_projector) converted to FP16. >>> Encoders (cond_stage_model, embedder) converted to FP16. INFO:root:***** Configing Data ***** >>> unitree_z1_stackbox: 1 data samples loaded. >>> unitree_z1_stackbox: data stats loaded. >>> unitree_z1_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox: data stats loaded. >>> unitree_z1_dual_arm_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox_v2: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox_v2: data stats loaded. >>> unitree_z1_dual_arm_stackbox_v2: normalizer initiated. >>> unitree_z1_dual_arm_cleanup_pencils: 1 data samples loaded. >>> unitree_z1_dual_arm_cleanup_pencils: data stats loaded. >>> unitree_z1_dual_arm_cleanup_pencils: normalizer initiated. >>> unitree_g1_pack_camera: 1 data samples loaded. >>> unitree_g1_pack_camera: data stats loaded. >>> unitree_g1_pack_camera: normalizer initiated. >>> Dataset is successfully loaded ... ✓ KV fused: 66 attention layers >>> Generate 16 frames under each generation ... DEBUG:h5py._conv:Creating converter from 3 to 5 DEBUG:PIL.PngImagePlugin:STREAM b'IHDR' 16 13 DEBUG:PIL.PngImagePlugin:STREAM b'pHYs' 41 9 DEBUG:PIL.PngImagePlugin:STREAM b'IDAT' 62 4096 0%| | 0/12 [00:00>> Step 0: generating actions ... >>> Step 0: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 1: generating actions ... >>> Step 1: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 2: generating actions ... >>> Step 2: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 3: generating actions ... >>> Step 3: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 4: generating actions ... >>> Step 4: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 5: generating actions ... >>> Step 5: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 6: generating actions ... >>> Step 6: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 7: generating actions ... >>> Step 7: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 8: generating actions ... >>> Step 8: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 9: generating actions ... >>> Step 9: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 10: generating actions ... >>> Step 10: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 11: generating actions ... >>> Step 11: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> real 4m58.520s user 4m56.011s sys 0m32.787s 2026-02-19 20:12:48.029611: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`. 2026-02-19 20:12:48.076914: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:9261] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered 2026-02-19 20:12:48.076957: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:607] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered 2026-02-19 20:12:48.077981: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1515] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered 2026-02-19 20:12:48.084620: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations. To enable the following instructions: AVX2 AVX512F AVX512_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags. 2026-02-19 20:12:49.004753: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT Global seed set to 123 >>> Loading prepared model from ckpts/unifolm_wma_dual.ckpt.prepared.pt ... >>> Prepared model loaded. >>> Diffusion backbone (model.model) converted to FP16. >>> Projectors (image_proj_model, state_projector, action_projector) converted to FP16. >>> Encoders (cond_stage_model, embedder) converted to FP16. INFO:root:***** Configing Data ***** >>> unitree_z1_stackbox: 1 data samples loaded. >>> unitree_z1_stackbox: data stats loaded. >>> unitree_z1_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox: data stats loaded. >>> unitree_z1_dual_arm_stackbox: normalizer initiated. >>> unitree_z1_dual_arm_stackbox_v2: 1 data samples loaded. >>> unitree_z1_dual_arm_stackbox_v2: data stats loaded. >>> unitree_z1_dual_arm_stackbox_v2: normalizer initiated. >>> unitree_z1_dual_arm_cleanup_pencils: 1 data samples loaded. >>> unitree_z1_dual_arm_cleanup_pencils: data stats loaded. >>> unitree_z1_dual_arm_cleanup_pencils: normalizer initiated. >>> unitree_g1_pack_camera: 1 data samples loaded. >>> unitree_g1_pack_camera: data stats loaded. >>> unitree_g1_pack_camera: normalizer initiated. >>> Dataset is successfully loaded ... ✓ KV fused: 66 attention layers >>> Generate 16 frames under each generation ... DEBUG:h5py._conv:Creating converter from 3 to 5 DEBUG:PIL.PngImagePlugin:STREAM b'IHDR' 16 13 DEBUG:PIL.PngImagePlugin:STREAM b'pHYs' 41 9 DEBUG:PIL.PngImagePlugin:STREAM b'IDAT' 62 4096 0%| | 0/12 [00:00>> Step 0: generating actions ... >>> Step 0: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 1: generating actions ... >>> Step 1: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 2: generating actions ... >>> Step 2: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 3: generating actions ... >>> Step 3: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 4: generating actions ... >>> Step 4: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 5: generating actions ... >>> Step 5: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 6: generating actions ... >>> Step 6: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 7: generating actions ... >>> Step 7: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 8: generating actions ... >>> Step 8: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 9: generating actions ... >>> Step 9: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 10: generating actions ... >>> Step 10: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> >>> Step 11: generating actions ... >>> Step 11: interacting with world model ... >>>>>>>>>>>>>>>>>>>>>>>> real 4m58.224s user 4m58.630s sys 0m29.833s