lyx102
commented
1 year ago [09/04 02:21:06][INFO] predictor.py: 47: Finish loading model weights /home/liusir/miniconda3/envs/slowfast/lib/python3.10/site-packages/torch/functional.py:504: UserWarning: torch.meshgrid: in an upcoming release, it will be required to pass the indexing argument. (Triggered internally at /opt/conda/conda-bld/pytorch_1682343995026/work/aten/src/ATen/native/TensorShape.cpp:3483.) return _VF.meshgrid(tensors, kwargs) # type: ignore[attr-defined] Killed**
Young-eng
ingura
(slowfast) liusir@liusir:~/slowfast$ python tools/run_net.py --cfg demo/AVA/SLOWFAST_32x2_R101_50_50.yaml /home/liusir/miniconda3/envs/slowfast/lib/python3.10/site-packages/torchvision/transforms/functional_tensor.py:5: UserWarning: The torchvision.transforms.functional_tensor module is deprecated in 0.15 and will be removed in 0.17. Please don't rely on it. You probably just need to use APIs in torchvision.transforms.functional or in torchvision.transforms.v2.functional. warnings.warn( /home/liusir/miniconda3/envs/slowfast/lib/python3.10/site-packages/torchvision/transforms/_functional_video.py:6: UserWarning: The 'torchvision.transforms._functional_video' module is deprecated since 0.12 and will be removed in the future. Please use the 'torchvision.transforms.functional' module instead. warnings.warn( /home/liusir/miniconda3/envs/slowfast/lib/python3.10/site-packages/torchvision/transforms/_transforms_video.py:22: UserWarning: The 'torchvision.transforms._transforms_video' module is deprecated since 0.12 and will be removed in the future. Please use the 'torchvision.transforms' module instead. warnings.warn( config files: ['demo/AVA/SLOWFAST_32x2_R101_50_50.yaml'] 0it [00:00, ?it/s][09/04 02:21:02][INFO] demo_net.py: 37: Run demo with config: [09/04 02:21:02][INFO] demo_net.py: 38: AUG: AA_TYPE: rand-m9-mstd0.5-inc1 COLOR_JITTER: 0.4 ENABLE: False GEN_MASK_LOADER: False INTERPOLATION: bicubic MASK_FRAMES: False MASK_RATIO: 0.0 MASK_TUBE: False MASK_WINDOW_SIZE: [8, 7, 7] MAX_MASK_PATCHES_PER_BLOCK: None NUM_SAMPLE: 1 RE_COUNT: 1 RE_MODE: pixel RE_PROB: 0.25 RE_SPLIT: False AVA: ANNOTATION_DIR: /mnt/vol/gfsai-flash3-east/ai-group/users/haoqifan/ava/frame_list/ BGR: False DETECTION_SCORE_THRESH: 0.8 EXCLUSION_FILE: ava_val_excluded_timestamps_v2.2.csv FRAME_DIR: /mnt/fair-flash3-east/ava_trainval_frames.img/ FRAME_LIST_DIR: /mnt/vol/gfsai-flash3-east/ai-group/users/haoqifan/ava/frame_list/ FULL_TEST_ON_VAL: False GROUNDTRUTH_FILE: ava_val_v2.2.csv IMG_PROC_BACKEND: cv2 LABEL_MAP_FILE: ava_action_list_v2.2_for_activitynet_2019.pbtxt TEST_FORCE_FLIP: False TEST_LISTS: ['val.csv'] TEST_PREDICT_BOX_LISTS: ['person_box_67091280_iou90/ava_detection_val_boxes_and_labels.csv'] TRAIN_GT_BOX_LISTS: ['ava_train_v2.2.csv'] TRAIN_LISTS: ['train.csv'] TRAIN_PCA_JITTER_ONLY: True TRAIN_PREDICT_BOX_LISTS: [] TRAIN_USE_COLOR_AUGMENTATION: False BENCHMARK: LOG_PERIOD: 100 NUM_EPOCHS: 5 SHUFFLE: True BN: GLOBAL_SYNC: False NORM_TYPE: batchnorm NUM_BATCHES_PRECISE: 200 NUM_SPLITS: 1 NUM_SYNC_DEVICES: 1 USE_PRECISE_STATS: False WEIGHT_DECAY: 0.0 CONTRASTIVE: BN_MLP: False BN_SYNC_MLP: False DELTA_CLIPS_MAX: inf DELTA_CLIPS_MIN: -inf DIM: 128 INTERP_MEMORY: False KNN_ON: True LENGTH: 239975 LOCAL_SHUFFLE_BN: True MEM_TYPE: 1d MLP_DIM: 2048 MOCO_MULTI_VIEW_QUEUE: False MOMENTUM: 0.5 MOMENTUM_ANNEALING: False NUM_CLASSES_DOWNSTREAM: 400 NUM_MLP_LAYERS: 1 PREDICTOR_DEPTHS: [] QUEUE_LEN: 65536 SEQUENTIAL: False SIMCLR_DIST_ON: True SWAV_QEUE_LEN: 0 T: 0.07 TYPE: mem DATA: COLOR_RND_GRAYSCALE: 0.0 DECODING_BACKEND: torchvision DECODING_SHORT_SIZE: 256 DUMMY_LOAD: False ENSEMBLE_METHOD: sum IN22K_TRAINVAL: False IN22k_VAL_IN1K: INPUT_CHANNEL_NUM: [3, 3] INV_UNIFORM_SAMPLE: False IN_VAL_CROP_RATIO: 0.875 LOADER_CHUNK_OVERALL_SIZE: 0 LOADER_CHUNK_SIZE: 0 MEAN: [0.45, 0.45, 0.45] MULTI_LABEL: False NUM_FRAMES: 32 PATH_LABEL_SEPARATOR: PATH_PREFIX: PATH_TO_DATA_DIR: PATH_TO_PRELOAD_IMDB: RANDOM_FLIP: True REVERSE_INPUT_CHANNEL: False SAMPLING_RATE: 2 SKIP_ROWS: 0 SSL_BLUR_SIGMA_MAX: [0.0, 2.0] SSL_BLUR_SIGMA_MIN: [0.0, 0.1] SSL_COLOR_BRI_CON_SAT: [0.4, 0.4, 0.4] SSL_COLOR_HUE: 0.1 SSL_COLOR_JITTER: False SSL_MOCOV2_AUG: False STD: [0.225, 0.225, 0.225] TARGET_FPS: 30 TEST_CROP_SIZE: 256 TIME_DIFF_PROB: 0.0 TRAIN_CROP_NUM_SPATIAL: 1 TRAIN_CROP_NUM_TEMPORAL: 1 TRAIN_CROP_SIZE: 224 TRAIN_JITTER_ASPECT_RELATIVE: [] TRAIN_JITTER_FPS: 0.0 TRAIN_JITTER_MOTION_SHIFT: False TRAIN_JITTER_SCALES: [256, 320] TRAIN_JITTER_SCALES_RELATIVE: [] TRAIN_PCA_EIGVAL: [0.225, 0.224, 0.229] TRAIN_PCA_EIGVEC: [[-0.5675, 0.7192, 0.4009], [-0.5808, -0.0045, -0.814], [-0.5836, -0.6948, 0.4203]] USE_OFFSET_SAMPLING: False DATA_LOADER: ENABLE_MULTI_THREAD_DECODE: False NUM_WORKERS: 2 PIN_MEMORY: True DEMO: BUFFER_SIZE: 0 CLIP_VIS_SIZE: 10 COMMON_CLASS_NAMES: ['watch (a person)', 'talk to (e.g., self, a person, a group)', 'listen to (a person)', 'touch (an object)', 'carry/hold (an object)', 'walk', 'sit', 'lie/sleep', 'bend/bow (at the waist)'] COMMON_CLASS_THRES: 0.7 DETECTRON2_CFG: COCO-Detection/faster_rcnn_R_50_FPN_3x.yaml DETECTRON2_THRESH: 0.9 DETECTRON2_WEIGHTS: detectron2://COCO-Detection/faster_rcnn_R_50_FPN_3x/137849458/model_final_280758.pkl DISPLAY_HEIGHT: 0 DISPLAY_WIDTH: 0 ENABLE: True FPS: 30 GT_BOXES: INPUT_FORMAT: BGR INPUT_VIDEO: /home/liusir/20sec.mp4 LABEL_FILE_PATH: /home/liusir/slowfast/demo/AVA/ava.json NUM_CLIPS_SKIP: 0 NUM_VIS_INSTANCES: 2 OUTPUT_FILE: /home/liusir/20test.mp4 OUTPUT_FPS: -1 PREDS_BOXES: SLOWMO: 1 STARTING_SECOND: 900 THREAD_ENABLE: False UNCOMMON_CLASS_THRES: 0.3 VIS_MODE: thres WEBCAM: -1 DETECTION: ALIGNED: False ENABLE: True ROI_XFORM_RESOLUTION: 7 SPATIAL_SCALE_FACTOR: 16 DIST_BACKEND: nccl LOG_MODEL_INFO: True LOG_PERIOD: 10 MASK: DECODER_DEPTH: 0 DECODER_EMBED_DIM: 512 DECODER_SEP_POS_EMBED: False DEC_KV_KERNEL: [] DEC_KV_STRIDE: [] ENABLE: False HEAD_TYPE: separate MAE_ON: False MAE_RND_MASK: False NORM_PRED_PIXEL: True PER_FRAME_MASKING: False PRED_HOG: False PRETRAIN_DEPTH: [15] SCALE_INIT_BY_DEPTH: False TIME_STRIDE_LOSS: True MIXUP: ALPHA: 0.8 CUTMIX_ALPHA: 1.0 ENABLE: False LABEL_SMOOTH_VALUE: 0.1 PROB: 1.0 SWITCH_PROB: 0.5 MODEL: ACT_CHECKPOINT: False ARCH: slowfast DETACH_FINAL_FC: False DROPCONNECT_RATE: 0.0 DROPOUT_RATE: 0.5 FC_INIT_STD: 0.01 FP16_ALLREDUCE: False FROZEN_BN: False HEAD_ACT: sigmoid LOSS_FUNC: bce MODEL_NAME: SlowFast MULTI_PATHWAY_ARCH: ['slowfast'] NUM_CLASSES: 80 SINGLE_PATHWAY_ARCH: ['2d', 'c2d', 'i3d', 'slow', 'x3d', 'mvit', 'maskmvit'] MULTIGRID: BN_BASE_SIZE: 8 DEFAULT_B: 0 DEFAULT_S: 0 DEFAULT_T: 0 EPOCH_FACTOR: 1.5 EVAL_FREQ: 3 LONG_CYCLE: False LONG_CYCLE_FACTORS: [(0.25, 0.7071067811865476), (0.5, 0.7071067811865476), (0.5, 1), (1, 1)] LONG_CYCLE_SAMPLING_RATE: 0 SHORT_CYCLE: False SHORT_CYCLE_FACTORS: [0.5, 0.7071067811865476] MVIT: CLS_EMBED_ON: True DEPTH: 16 DIM_MUL: [] DIM_MUL_IN_ATT: False DROPOUT_RATE: 0.0 DROPPATH_RATE: 0.1 EMBED_DIM: 96 HEAD_INIT_SCALE: 1.0 HEAD_MUL: [] LAYER_SCALE_INIT_VALUE: 0.0 MLP_RATIO: 4.0 MODE: conv NORM: layernorm NORM_STEM: False NUM_HEADS: 1 PATCH_2D: False PATCH_KERNEL: [3, 7, 7] PATCH_PADDING: [2, 4, 4] PATCH_STRIDE: [2, 4, 4] POOL_FIRST: False POOL_KVQ_KERNEL: None POOL_KV_STRIDE: [] POOL_KV_STRIDE_ADAPTIVE: None POOL_Q_STRIDE: [] QKV_BIAS: True REL_POS_SPATIAL: False REL_POS_TEMPORAL: False REL_POS_ZERO_INIT: False RESIDUAL_POOLING: False REV: BUFFER_LAYERS: [] ENABLE: False PRE_Q_FUSION: avg RESPATH_FUSE: concat RES_PATH: conv SEPARATE_QKV: False SEP_POS_EMBED: False USE_ABS_POS: True USE_FIXED_SINCOS_POS: False USE_MEAN_POOLING: False ZERO_DECAY_POS_CLS: True NONLOCAL: GROUP: [[1, 1], [1, 1], [1, 1], [1, 1]] INSTANTIATION: dot_product LOCATION: [[[], []], [[], []], [[6, 13, 20], []], [[], []]] POOL: [[[2, 2, 2], [2, 2, 2]], [[2, 2, 2], [2, 2, 2]], [[2, 2, 2], [2, 2, 2]], [[2, 2, 2], [2, 2, 2]]] NUM_GPUS: 1 NUM_SHARDS: 1 OUTPUT_DIR: . RESNET: DEPTH: 101 INPLACE_RELU: True NUM_BLOCK_TEMP_KERNEL: [[3, 3], [4, 4], [6, 6], [3, 3]] NUM_GROUPS: 1 SPATIAL_DILATIONS: [[1, 1], [1, 1], [1, 1], [2, 2]] SPATIAL_STRIDES: [[1, 1], [2, 2], [2, 2], [1, 1]] STRIDE_1X1: False TRANS_FUNC: bottleneck_transform WIDTH_PER_GROUP: 64 ZERO_INIT_FINAL_BN: True ZERO_INIT_FINAL_CONV: False RNG_SEED: 0 SHARD_ID: 0 SLOWFAST: ALPHA: 4 BETA_INV: 8 FUSION_CONV_CHANNEL_RATIO: 2 FUSION_KERNEL_SZ: 5 SOLVER: BASE_LR: 0.1 BASE_LR_SCALE_NUM_SHARDS: False BETAS: (0.9, 0.999) CLIP_GRAD_L2NORM: None CLIP_GRAD_VAL: None COSINE_AFTER_WARMUP: False COSINE_END_LR: 0.0 DAMPENING: 0.0 GAMMA: 0.1 LARS_ON: False LAYER_DECAY: 1.0 LRS: [] LR_POLICY: cosine MAX_EPOCH: 300 MOMENTUM: 0.9 NESTEROV: True OPTIMIZING_METHOD: sgd STEPS: [] STEP_SIZE: 1 WARMUP_EPOCHS: 0.0 WARMUP_FACTOR: 0.1 WARMUP_START_LR: 0.01 WEIGHT_DECAY: 1e-07 ZERO_WD_1D_PARAM: False TASK: TENSORBOARD: CATEGORIES_PATH: CLASS_NAMES_PATH: CONFUSION_MATRIX: ENABLE: False FIGSIZE: [8, 8] SUBSET_PATH: ENABLE: False HISTOGRAM: ENABLE: False FIGSIZE: [8, 8] SUBSET_PATH: TOPK: 10 LOG_DIR: MODEL_VIS: ACTIVATIONS: False COLORMAP: Pastel2 ENABLE: False GRAD_CAM: COLORMAP: viridis ENABLE: True LAYER_LIST: [] USE_TRUE_LABEL: False INPUT_VIDEO: False LAYER_LIST: [] MODEL_WEIGHTS: False TOPK_PREDS: 1 PREDICTIONS_PATH: WRONG_PRED_VIS: ENABLE: False SUBSET_PATH: TAG: Incorrectly classified videos. TEST: BATCH_SIZE: 8 CHECKPOINT_FILE_PATH: CHECKPOINT_TYPE: pytorch DATASET: ava ENABLE: False NUM_ENSEMBLE_VIEWS: 10 NUM_SPATIAL_CROPS: 3 NUM_TEMPORAL_CLIPS: [] SAVE_RESULTS_PATH: TRAIN: AUTO_RESUME: True BATCH_SIZE: 16 CHECKPOINT_CLEAR_NAME_PATTERN: () CHECKPOINT_EPOCH_RESET: False CHECKPOINT_FILE_PATH: /home/liusir/slowfast/SLOWFAST_32x2_R101_50_50.pkl CHECKPOINT_INFLATE: False CHECKPOINT_IN_INIT: False CHECKPOINT_PERIOD: 1 CHECKPOINT_TYPE: pytorch DATASET: ava ENABLE: False EVAL_PERIOD: 1 KILL_LOSS_EXPLOSION_FACTOR: 0.0 MIXED_PRECISION: False VIS_MASK: ENABLE: False X3D: BN_LIN5: False BOTTLENECK_FACTOR: 1.0 CHANNELWISE_3x3x3: True DEPTH_FACTOR: 1.0 DIM_C1: 12 DIM_C5: 2048 SCALE_RES2: False WIDTH_FACTOR: 1.0 [09/04 02:21:03][INFO] predictor.py: 185: Initialized Detectron2 Object Detection Model. [09/04 02:21:03][INFO] detection_checkpoint.py: 38: [DetectionCheckpointer] Loading from detectron2://COCO-Detection/faster_rcnn_R_50_FPN_3x/137849458/model_final_280758.pkl ... [09/04 02:21:03][INFO] file_io.py: 798: URL https://dl.fbaipublicfiles.com/detectron2/COCO-Detection/faster_rcnn_R_50_FPN_3x/137849458/model_final_280758.pkl cached in /home/liusir/.torch/iopath_cache/detectron2/COCO-Detection/faster_rcnn_R_50_FPN_3x/137849458/model_final_280758.pkl [09/04 02:21:03][INFO] checkpoint.py: 150: [Checkpointer] Loading from /home/liusir/.torch/iopath_cache/detectron2/COCO-Detection/faster_rcnn_R_50_FPN_3x/137849458/model_final_280758.pkl ... [09/04 02:21:03][INFO] detection_checkpoint.py: 76: Reading a file from 'Detectron2 Model Zoo' [09/04 02:21:03][INFO] predictor.py: 45: Start loading model weights. [09/04 02:21:03][INFO] checkpoint.py: 222: Loading network weights from /home/liusir/slowfast/SLOWFAST_32x2_R101_50_50.pkl. missing keys: [] unexpected keys: [] [09/04 02:21:06][INFO] predictor.py: 47: Finish loading model weights /home/liusir/miniconda3/envs/slowfast/lib/python3.10/site-packages/torch/functional.py:504: UserWarning: torch.meshgrid: in an upcoming release, it will be required to pass the indexing argument. (Triggered internally at /opt/conda/conda-bld/pytorch_1682343995026/work/aten/src/ATen/native/TensorShape.cpp:3483.) return _VF.meshgrid(tensors, **kwargs) # type: ignore[attr-defined] Killed (slowfast) liusir@liusir:~/slowfast$
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What is the reason for this? I am running on WSL2 and have successfully installed CUDA and cudnn