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HaozheQiHaozheQi
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finish zero shot evaluation on EK100
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‎.vscode/launch.json‎

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@@ -1,82 +1,105 @@
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{
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"version": "0.2.0",
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"configurations": [
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{
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"name": "Run LLAVA Training with torchrun",
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"type": "debugpy",
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"request": "launch",
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"module": "torch.distributed.run",
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"env": {
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"CUDA_VISIBLE_DEVICES": "1,2",
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"OMP_NUM_THREADS": "8",
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"NCCL_IB_DISABLE": "0",
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"NCCL_IB_GID_INDEX": "3",
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"NCCL_SOCKET_IFNAME": "eth0",
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"NCCL_DEBUG": "INFO",
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"ACCELERATE_CPU_AFFINITY": "1",
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"LD_PRELOAD": "/usr/lib/x86_64-linux-gnu/libffi.so.7",
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"WANDB_API_KEY": "65aeda82a75f1eed29c8e9250b175fcc73dca0d7",
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},
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"args": [
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"--nproc_per_node=2",
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"--nnodes=1",
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"--node_rank=0",
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"--master_addr=127.0.0.1",
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"--master_port=29500",
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"llava/train/train_mem.py",
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"--deepspeed", "scripts/zero3.json",
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"--model_name_or_path", "lmms-lab/llava-onevision-qwen2-0.5b-ov",
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"--version", "qwen_1_5",
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"--data_path", "scripts/train/onevision.yaml",
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// "--image_folder", "/mediaPFM/data/haozhe/onevision/llava_data",
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"--image_folder", "/mediaPFM/data/haozhe/onevision/llava_data/geo3k/",
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"--video_folder", "/mediaPFM/data/haozhe/onevision/llava_video",
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"--mm_tunable_parts", "mm_vision_tower,mm_mlp_adapter,mm_language_model",
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"--mm_vision_tower_lr", "2e-6",
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"--vision_tower", "google/siglip-so400m-patch14-384",
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"--mm_projector_type", "mlp2x_gelu",
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"--mm_vision_select_layer", "-2",
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"--mm_use_im_start_end", "False",
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"--mm_use_im_patch_token", "False",
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"--group_by_modality_length", "True",
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"--image_aspect_ratio", "anyres_max_9",
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"--image_grid_pinpoints", "(1x1),...,(6x6)",
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"--mm_patch_merge_type", "spatial_unpad",
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"--bf16", "True",
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"--run_name", "test1",
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"--output_dir", "experiments/test1",
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"--num_train_epochs", "1",
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"--per_device_train_batch_size", "1",
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"--per_device_eval_batch_size", "4",
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"--gradient_accumulation_steps", "2",
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"--evaluation_strategy", "no",
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"--save_strategy", "steps",
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"--save_steps", "1000",
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"--save_total_limit", "1",
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"--learning_rate", "1e-5",
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"--weight_decay", "0.",
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"--warmup_ratio", "0.03",
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"--lr_scheduler_type", "cosine",
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"--logging_steps", "1",
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"--tf32", "True",
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"--model_max_length", "32768",
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"--gradient_checkpointing", "True",
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"--dataloader_num_workers", "4",
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"--lazy_preprocess", "True",
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"--report_to", "wandb",
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"--torch_compile", "True",
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"--torch_compile_backend", "inductor",
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"--dataloader_drop_last", "True",
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"--frames_upbound", "32",
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],
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"console": "integratedTerminal",
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"justMyCode": false,
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"cwd": "${workspaceFolder}"
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}
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]
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}
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// {
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// // Use IntelliSense to learn about possible attributes.
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// // Hover to view descriptions of existing attributes.
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// // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
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// "version": "0.2.0",
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// "configurations": [
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// {
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// "name": "Run LLAVA Training with torchrun",
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// "name": "Python: Current File",
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// "type": "debugpy",
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// "request": "launch",
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// "module": "torch.distributed.run",
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// "env": {
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// "CUDA_VISIBLE_DEVICES": "1,2,3",
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// "OMP_NUM_THREADS": "8",
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// "NCCL_IB_DISABLE": "0",
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// "NCCL_IB_GID_INDEX": "3",
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// "NCCL_SOCKET_IFNAME": "eth0",
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// "NCCL_DEBUG": "INFO",
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// "ACCELERATE_CPU_AFFINITY": "1",
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// "LD_PRELOAD": "/usr/lib/x86_64-linux-gnu/libffi.so.7",
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// "WANDB_API_KEY": "65aeda82a75f1eed29c8e9250b175fcc73dca0d7",
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// },
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// "args": [
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// "--nproc_per_node=3",
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// "--nnodes=1",
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// "--node_rank=0",
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// "--master_addr=127.0.0.1",
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// "--master_port=29500",
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// "llava/train/train_mem.py",
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// "--deepspeed", "scripts/zero3.json",
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// "--model_name_or_path", "lmms-lab/llava-onevision-qwen2-7b-ov",
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// "--version", "qwen_1_5",
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// "--data_path", "scripts/train/onevision.yaml",
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// // "--image_folder", "/mediaPFM/data/haozhe/onevision/llava_data",
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// "--image_folder", "/mediaPFM/data/haozhe/onevision/llava_data/geo3k/",
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// "--video_folder", "/mediaPFM/data/haozhe/onevision/llava_video",
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// "--mm_tunable_parts", "mm_vision_tower,mm_mlp_adapter,mm_language_model",
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// "--mm_vision_tower_lr", "2e-6",
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// "--vision_tower", "google/siglip-so400m-patch14-384",
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// "--mm_projector_type", "mlp2x_gelu",
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// "--mm_vision_select_layer", "-2",
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// "--mm_use_im_start_end", "False",
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// "--mm_use_im_patch_token", "False",
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// "--group_by_modality_length", "True",
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// "--image_aspect_ratio", "anyres_max_9",
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// "--image_grid_pinpoints", "(1x1),...,(6x6)",
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// "--mm_patch_merge_type", "spatial_unpad",
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// "--bf16", "True",
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// "--run_name", "test1",
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// "--output_dir", "experiments/test1",
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// "--num_train_epochs", "1",
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// "--per_device_train_batch_size", "1",
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// "--per_device_eval_batch_size", "4",
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// "--gradient_accumulation_steps", "2",
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// "--evaluation_strategy", "no",
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// "--save_strategy", "steps",
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// "--save_steps", "1000",
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// "--save_total_limit", "1",
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// "--learning_rate", "1e-5",
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// "--weight_decay", "0.",
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// "--warmup_ratio", "0.03",
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// "--lr_scheduler_type", "cosine",
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// "--logging_steps", "1",
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// "--tf32", "True",
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// "--model_max_length", "32768",
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// "--gradient_checkpointing", "True",
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// "--dataloader_num_workers", "4",
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// "--lazy_preprocess", "True",
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// "--report_to", "wandb",
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// "--torch_compile", "True",
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// "--torch_compile_backend", "inductor",
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// "--dataloader_drop_last", "True",
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// "--frames_upbound", "32",
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// ],
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// "program": "docs/LLaVA_OneVision_Tutorials.py",
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// "console": "integratedTerminal",
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// "env":{"CUDA_VISIBLE_DEVICES":"0",
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// "LD_PRELOAD": "/usr/lib/x86_64-linux-gnu/libffi.so.7"},
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// "justMyCode": false,
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// "cwd": "${workspaceFolder}"
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// // "args": [
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// // "--run_dir_name", "test",
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// // // "--use_big_decoder"
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// // ]
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// }
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// ]
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// }
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// {
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// // Use IntelliSense to learn about possible attributes.
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// // Hover to view descriptions of existing attributes.
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// "name": "Python: Current File",
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// "type": "debugpy",
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// "request": "launch",
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// "program": "docs/LLaVA_OneVision_Tutorials.py",
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// "program": "action/dataset.py",
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// "console": "integratedTerminal",
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// "env":{"CUDA_VISIBLE_DEVICES":"0",
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// "LD_PRELOAD": "/usr/lib/x86_64-linux-gnu/libffi.so.7"},
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// "env":{"CUDA_VISIBLE_DEVICES":"0"},
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// "justMyCode": false,
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// // "args": [
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// // "--run_dir_name", "test",
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// // // "--use_big_decoder"
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// // ]
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// "args": [
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// "--root", "/mnt/SV_storage/VFM/EK100/EK100_320p_15sec_30fps_libx264",
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// "--train-metadata", "/mnt/SV_storage/VFM/EK100/epic-kitchens-100-annotations/EPIC_100_train.csv",
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// "--val-metadata", "/mnt/SV_storage/VFM/EK100/epic-kitchens-100-annotations/EPIC_100_validation.csv",
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// // "--use_big_decoder"
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// ]
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// }
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// ]
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// }
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{
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// Use IntelliSense to learn about possible attributes.
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// Hover to view descriptions of existing attributes.
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// For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
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"version": "0.2.0",
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"configurations": [
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{
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"name": "Python: Current File",
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"type": "debugpy",
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"request": "launch",
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"program": "action/dataset.py",
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"console": "integratedTerminal",
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"env":{"CUDA_VISIBLE_DEVICES":"0"},
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"justMyCode": false,
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"args": [
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"--root", "/mnt/SV_storage/VFM/EK100/EK100_320p_15sec_30fps_libx264",
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"--train-metadata", "/mnt/SV_storage/VFM/EK100/epic-kitchens-100-annotations/EPIC_100_train.csv",
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"--val-metadata", "/mnt/SV_storage/VFM/EK100/epic-kitchens-100-annotations/EPIC_100_validation.csv",
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// "--use_big_decoder"
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]
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}
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]
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}
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// }

‎run_EK100_2.sh‎

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python3 action/dataset.py \
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--root /media/data/haozhe/VFM/EK100/EK100_320p_15sec_30fps_libx264 \
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--train-metadata /media/data/haozhe/VFM/EK100/epic-kitchens-100-annotations/EPIC_100_train.csv \
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--val-metadata /media/data/haozhe/VFM/EK100/epic-kitchens-100-annotations/EPIC_100_validation.csv \
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--llm_size 0.5b \
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--llava_num_frames 16 > kitchen_test_2.out 2>&1 \

‎scripts/train/onevision.yaml‎

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# sampling_strategy: "all"
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# - json_path: /mnt/bn/vl-research/data/llava_instruct/real_vision_flan/mathqa_29837.json
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# sampling_strategy: "all"
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- json_path: /media/data/haozhe/VFM/onevision/llava_instruct/geo3k.json
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# - json_path: /mediaPFM/data/haozhe/onevision/llava_instruct/geo3k.json
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# - json_path: /media/data/haozhe/VFM/onevision/llava_instruct/geo3k.json
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- json_path: /mediaPFM/data/haozhe/onevision/llava_instruct/geo3k.json
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sampling_strategy: "all"
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# - json_path: /mnt/bn/vl-research/data/llava_instruct/real_vision_flan/geo170k_qa_converted_67833.json
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# sampling_strategy: "first:10%"

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