|
|
CONT: |
|
|
ADD_POS: false |
|
|
BASE_CLS: 100 |
|
|
COLLECT_QUERY_MODE: false |
|
|
COMBINE_PSDLABEL: false |
|
|
CUMULATIVE_PSDNUM: false |
|
|
DISTRIBUTION_ALPHA: 0.5 |
|
|
FILTER_KD: false |
|
|
FREEZE_LABEL: false |
|
|
INC_CLS: 5 |
|
|
KD_DECODER: true |
|
|
KD_TEMPERATURE: 1.0 |
|
|
KD_TEMPERATURE2: 1.0 |
|
|
KD_TYPE: kl |
|
|
KL_ALL: true |
|
|
KL_WEIGHT: 2.0 |
|
|
LIB_SIZE: 80 |
|
|
MED_TOKENS_WEIGHT: 5.0 |
|
|
MEMORY: false |
|
|
MPATH: memory/pan |
|
|
OLD_MODEL: true |
|
|
OLD_WEIGHTS: null |
|
|
PSD_LABEL_THRESHOLD: 0.35 |
|
|
PSD_OVERLAP_THRESHOLD: 0.8 |
|
|
SETTING: overlapped |
|
|
TASK: 1 |
|
|
TOT_CLS: 150 |
|
|
VQ_NUMBER: 3 |
|
|
VQ_STORE: false |
|
|
WEIGHTED_SAMPLE: true |
|
|
WEIGHTS: null |
|
|
CUDNN_BENCHMARK: false |
|
|
DATALOADER: |
|
|
ASPECT_RATIO_GROUPING: true |
|
|
FILTER_EMPTY_ANNOTATIONS: true |
|
|
NUM_WORKERS: 2 |
|
|
REPEAT_SQRT: true |
|
|
REPEAT_THRESHOLD: 0.0 |
|
|
SAMPLER_TRAIN: TrainingSampler |
|
|
DATASETS: |
|
|
PRECOMPUTED_PROPOSAL_TOPK_TEST: 1000 |
|
|
PRECOMPUTED_PROPOSAL_TOPK_TRAIN: 2000 |
|
|
PROPOSAL_FILES_TEST: [] |
|
|
PROPOSAL_FILES_TRAIN: [] |
|
|
TEST: |
|
|
- current_ade20k_panoptic_val |
|
|
TRAIN: |
|
|
- current_ade20k_panoptic_train |
|
|
GLOBAL: |
|
|
HACK: 1.0 |
|
|
INPUT: |
|
|
COLOR_AUG_SSD: true |
|
|
CROP: |
|
|
ENABLED: true |
|
|
SINGLE_CATEGORY_MAX_AREA: 1.0 |
|
|
SIZE: |
|
|
- 640 |
|
|
- 640 |
|
|
TYPE: absolute |
|
|
DATASET_MAPPER_NAME: continual_panoptic |
|
|
FORMAT: RGB |
|
|
IMAGE_SIZE: 1024 |
|
|
MASK_FORMAT: polygon |
|
|
MAX_SCALE: 2.0 |
|
|
MAX_SIZE_TEST: 2560 |
|
|
MAX_SIZE_TRAIN: 2560 |
|
|
MIN_SCALE: 0.1 |
|
|
MIN_SIZE_TEST: 640 |
|
|
MIN_SIZE_TRAIN: |
|
|
- 320 |
|
|
- 384 |
|
|
- 448 |
|
|
- 512 |
|
|
- 576 |
|
|
- 640 |
|
|
- 704 |
|
|
- 768 |
|
|
- 832 |
|
|
- 896 |
|
|
- 960 |
|
|
- 1024 |
|
|
- 1088 |
|
|
- 1152 |
|
|
- 1216 |
|
|
- 1280 |
|
|
MIN_SIZE_TRAIN_SAMPLING: choice |
|
|
RANDOM_FLIP: horizontal |
|
|
SIZE_DIVISIBILITY: 640 |
|
|
MODEL: |
|
|
ANCHOR_GENERATOR: |
|
|
ANGLES: |
|
|
- - -90 |
|
|
- 0 |
|
|
- 90 |
|
|
ASPECT_RATIOS: |
|
|
- - 0.5 |
|
|
- 1.0 |
|
|
- 2.0 |
|
|
NAME: DefaultAnchorGenerator |
|
|
OFFSET: 0.0 |
|
|
SIZES: |
|
|
- - 32 |
|
|
- 64 |
|
|
- 128 |
|
|
- 256 |
|
|
- 512 |
|
|
BACKBONE: |
|
|
FREEZE_AT: 0 |
|
|
NAME: build_resnet_backbone |
|
|
DEVICE: cuda |
|
|
FPN: |
|
|
FUSE_TYPE: sum |
|
|
IN_FEATURES: [] |
|
|
NORM: '' |
|
|
OUT_CHANNELS: 256 |
|
|
KEYPOINT_ON: false |
|
|
LOAD_PROPOSALS: false |
|
|
MASK_FORMER: |
|
|
CLASS_WEIGHT: 4.0 |
|
|
CLIP_DIM: 768 |
|
|
DEC_LAYERS: 10 |
|
|
DEEP_SUPERVISION: true |
|
|
DICE_WEIGHT: 5.0 |
|
|
DIM_FEEDFORWARD: 2048 |
|
|
DROPOUT: 0.0 |
|
|
ENC_LAYERS: 0 |
|
|
ENFORCE_INPUT_PROJ: false |
|
|
HIDDEN_DIM: 256 |
|
|
IMPORTANCE_SAMPLE_RATIO: 0.75 |
|
|
MASK_WEIGHT: 5.0 |
|
|
NHEADS: 8 |
|
|
NO_OBJECT_WEIGHT: 0.1 |
|
|
NUM_OBJECT_QUERIES: 100 |
|
|
OVERSAMPLE_RATIO: 3.0 |
|
|
PRE_NORM: false |
|
|
SIZE_DIVISIBILITY: 32 |
|
|
TEST: |
|
|
INSTANCE_ON: true |
|
|
OBJECT_MASK_THRESHOLD: 0.25 |
|
|
OVERLAP_THRESHOLD: 0.8 |
|
|
PANOPTIC_ON: true |
|
|
SEMANTIC_ON: true |
|
|
SEM_SEG_POSTPROCESSING_BEFORE_INFERENCE: false |
|
|
TEXT_PATH: label_embedding/ade20k_150_laion768_all.npy |
|
|
TRAIN_NUM_POINTS: 12544 |
|
|
TRANSFORMER_DECODER_NAME: MultiScaleMaskedTransformerDecoder |
|
|
TRANSFORMER_IN_FEATURE: multi_scale_pixel_decoder |
|
|
USE_TEXT_EMBEDDING: false |
|
|
MASK_ON: false |
|
|
META_ARCHITECTURE: MaskFormer |
|
|
PANOPTIC_FPN: |
|
|
COMBINE: |
|
|
ENABLED: true |
|
|
INSTANCES_CONFIDENCE_THRESH: 0.5 |
|
|
OVERLAP_THRESH: 0.5 |
|
|
STUFF_AREA_LIMIT: 4096 |
|
|
INSTANCE_LOSS_WEIGHT: 1.0 |
|
|
PIXEL_MEAN: |
|
|
- 123.675 |
|
|
- 116.28 |
|
|
- 103.53 |
|
|
PIXEL_STD: |
|
|
- 58.395 |
|
|
- 57.12 |
|
|
- 57.375 |
|
|
PROPOSAL_GENERATOR: |
|
|
MIN_SIZE: 0 |
|
|
NAME: RPN |
|
|
RESNETS: |
|
|
DEFORM_MODULATED: false |
|
|
DEFORM_NUM_GROUPS: 1 |
|
|
DEFORM_ON_PER_STAGE: |
|
|
- false |
|
|
- false |
|
|
- false |
|
|
- false |
|
|
DEPTH: 50 |
|
|
NORM: FrozenBN |
|
|
NUM_GROUPS: 1 |
|
|
OUT_FEATURES: |
|
|
- res2 |
|
|
- res3 |
|
|
- res4 |
|
|
- res5 |
|
|
RES2_OUT_CHANNELS: 256 |
|
|
RES4_DILATION: 1 |
|
|
RES5_DILATION: 1 |
|
|
RES5_MULTI_GRID: |
|
|
- 1 |
|
|
- 1 |
|
|
- 1 |
|
|
STEM_OUT_CHANNELS: 64 |
|
|
STEM_TYPE: basic |
|
|
STRIDE_IN_1X1: false |
|
|
WIDTH_PER_GROUP: 64 |
|
|
RETINANET: |
|
|
BBOX_REG_LOSS_TYPE: smooth_l1 |
|
|
BBOX_REG_WEIGHTS: &id002 |
|
|
- 1.0 |
|
|
- 1.0 |
|
|
- 1.0 |
|
|
- 1.0 |
|
|
FOCAL_LOSS_ALPHA: 0.25 |
|
|
FOCAL_LOSS_GAMMA: 2.0 |
|
|
IN_FEATURES: |
|
|
- p3 |
|
|
- p4 |
|
|
- p5 |
|
|
- p6 |
|
|
- p7 |
|
|
IOU_LABELS: |
|
|
- 0 |
|
|
- -1 |
|
|
- 1 |
|
|
IOU_THRESHOLDS: |
|
|
- 0.4 |
|
|
- 0.5 |
|
|
NMS_THRESH_TEST: 0.5 |
|
|
NORM: '' |
|
|
NUM_CLASSES: 80 |
|
|
NUM_CONVS: 4 |
|
|
PRIOR_PROB: 0.01 |
|
|
SCORE_THRESH_TEST: 0.05 |
|
|
SMOOTH_L1_LOSS_BETA: 0.1 |
|
|
TOPK_CANDIDATES_TEST: 1000 |
|
|
ROI_BOX_CASCADE_HEAD: |
|
|
BBOX_REG_WEIGHTS: |
|
|
- &id001 |
|
|
- 10.0 |
|
|
- 10.0 |
|
|
- 5.0 |
|
|
- 5.0 |
|
|
- - 20.0 |
|
|
- 20.0 |
|
|
- 10.0 |
|
|
- 10.0 |
|
|
- - 30.0 |
|
|
- 30.0 |
|
|
- 15.0 |
|
|
- 15.0 |
|
|
IOUS: |
|
|
- 0.5 |
|
|
- 0.6 |
|
|
- 0.7 |
|
|
ROI_BOX_HEAD: |
|
|
BBOX_REG_LOSS_TYPE: smooth_l1 |
|
|
BBOX_REG_LOSS_WEIGHT: 1.0 |
|
|
BBOX_REG_WEIGHTS: *id001 |
|
|
CLS_AGNOSTIC_BBOX_REG: false |
|
|
CONV_DIM: 256 |
|
|
FC_DIM: 1024 |
|
|
FED_LOSS_FREQ_WEIGHT_POWER: 0.5 |
|
|
FED_LOSS_NUM_CLASSES: 50 |
|
|
NAME: '' |
|
|
NORM: '' |
|
|
NUM_CONV: 0 |
|
|
NUM_FC: 0 |
|
|
POOLER_RESOLUTION: 14 |
|
|
POOLER_SAMPLING_RATIO: 0 |
|
|
POOLER_TYPE: ROIAlignV2 |
|
|
SMOOTH_L1_BETA: 0.0 |
|
|
TRAIN_ON_PRED_BOXES: false |
|
|
USE_FED_LOSS: false |
|
|
USE_SIGMOID_CE: false |
|
|
ROI_HEADS: |
|
|
BATCH_SIZE_PER_IMAGE: 512 |
|
|
IN_FEATURES: |
|
|
- res4 |
|
|
IOU_LABELS: |
|
|
- 0 |
|
|
- 1 |
|
|
IOU_THRESHOLDS: |
|
|
- 0.5 |
|
|
NAME: Res5ROIHeads |
|
|
NMS_THRESH_TEST: 0.5 |
|
|
NUM_CLASSES: 80 |
|
|
POSITIVE_FRACTION: 0.25 |
|
|
PROPOSAL_APPEND_GT: true |
|
|
SCORE_THRESH_TEST: 0.05 |
|
|
ROI_KEYPOINT_HEAD: |
|
|
CONV_DIMS: |
|
|
- 512 |
|
|
- 512 |
|
|
- 512 |
|
|
- 512 |
|
|
- 512 |
|
|
- 512 |
|
|
- 512 |
|
|
- 512 |
|
|
LOSS_WEIGHT: 1.0 |
|
|
MIN_KEYPOINTS_PER_IMAGE: 1 |
|
|
NAME: KRCNNConvDeconvUpsampleHead |
|
|
NORMALIZE_LOSS_BY_VISIBLE_KEYPOINTS: true |
|
|
NUM_KEYPOINTS: 17 |
|
|
POOLER_RESOLUTION: 14 |
|
|
POOLER_SAMPLING_RATIO: 0 |
|
|
POOLER_TYPE: ROIAlignV2 |
|
|
ROI_MASK_HEAD: |
|
|
CLS_AGNOSTIC_MASK: false |
|
|
CONV_DIM: 256 |
|
|
NAME: MaskRCNNConvUpsampleHead |
|
|
NORM: '' |
|
|
NUM_CONV: 0 |
|
|
POOLER_RESOLUTION: 14 |
|
|
POOLER_SAMPLING_RATIO: 0 |
|
|
POOLER_TYPE: ROIAlignV2 |
|
|
RPN: |
|
|
BATCH_SIZE_PER_IMAGE: 256 |
|
|
BBOX_REG_LOSS_TYPE: smooth_l1 |
|
|
BBOX_REG_LOSS_WEIGHT: 1.0 |
|
|
BBOX_REG_WEIGHTS: *id002 |
|
|
BOUNDARY_THRESH: -1 |
|
|
CONV_DIMS: |
|
|
- -1 |
|
|
HEAD_NAME: StandardRPNHead |
|
|
IN_FEATURES: |
|
|
- res4 |
|
|
IOU_LABELS: |
|
|
- 0 |
|
|
- -1 |
|
|
- 1 |
|
|
IOU_THRESHOLDS: |
|
|
- 0.3 |
|
|
- 0.7 |
|
|
LOSS_WEIGHT: 1.0 |
|
|
NMS_THRESH: 0.7 |
|
|
POSITIVE_FRACTION: 0.5 |
|
|
POST_NMS_TOPK_TEST: 1000 |
|
|
POST_NMS_TOPK_TRAIN: 2000 |
|
|
PRE_NMS_TOPK_TEST: 6000 |
|
|
PRE_NMS_TOPK_TRAIN: 12000 |
|
|
SMOOTH_L1_BETA: 0.0 |
|
|
SEM_SEG_HEAD: |
|
|
ASPP_CHANNELS: 256 |
|
|
ASPP_DILATIONS: |
|
|
- 6 |
|
|
- 12 |
|
|
- 18 |
|
|
ASPP_DROPOUT: 0.1 |
|
|
COMMON_STRIDE: 4 |
|
|
CONVS_DIM: 256 |
|
|
DEFORMABLE_TRANSFORMER_ENCODER_IN_FEATURES: |
|
|
- res3 |
|
|
- res4 |
|
|
- res5 |
|
|
DEFORMABLE_TRANSFORMER_ENCODER_N_HEADS: 8 |
|
|
DEFORMABLE_TRANSFORMER_ENCODER_N_POINTS: 4 |
|
|
IGNORE_VALUE: 255 |
|
|
IN_FEATURES: |
|
|
- res2 |
|
|
- res3 |
|
|
- res4 |
|
|
- res5 |
|
|
LOSS_TYPE: hard_pixel_mining |
|
|
LOSS_WEIGHT: 1.0 |
|
|
MASK_DIM: 256 |
|
|
NAME: MaskFormerHead |
|
|
NORM: GN |
|
|
NUM_CLASSES: 150 |
|
|
PIXEL_DECODER_NAME: MSDeformAttnPixelDecoder |
|
|
PROJECT_CHANNELS: |
|
|
- 48 |
|
|
PROJECT_FEATURES: |
|
|
- res2 |
|
|
TRANSFORMER_ENC_LAYERS: 6 |
|
|
USE_DEPTHWISE_SEPARABLE_CONV: false |
|
|
SWIN: |
|
|
APE: false |
|
|
ATTN_DROP_RATE: 0.0 |
|
|
DEPTHS: |
|
|
- 2 |
|
|
- 2 |
|
|
- 6 |
|
|
- 2 |
|
|
DROP_PATH_RATE: 0.3 |
|
|
DROP_RATE: 0.0 |
|
|
EMBED_DIM: 96 |
|
|
MLP_RATIO: 4.0 |
|
|
NUM_HEADS: |
|
|
- 3 |
|
|
- 6 |
|
|
- 12 |
|
|
- 24 |
|
|
OUT_FEATURES: |
|
|
- res2 |
|
|
- res3 |
|
|
- res4 |
|
|
- res5 |
|
|
PATCH_NORM: true |
|
|
PATCH_SIZE: 4 |
|
|
PRETRAIN_IMG_SIZE: 224 |
|
|
QKV_BIAS: true |
|
|
QK_SCALE: null |
|
|
USE_CHECKPOINT: false |
|
|
WINDOW_SIZE: 7 |
|
|
WEIGHTS: weight/R-50.pkl |
|
|
OUTPUT_DIR: ./output/ps/100-5_unordered/step1 |
|
|
SEED: -1 |
|
|
SOLVER: |
|
|
AMP: |
|
|
ENABLED: true |
|
|
BACKBONE_MULTIPLIER: 0.1 |
|
|
BASE_LR: 0.0001 |
|
|
BASE_LR_END: 0.0 |
|
|
BIAS_LR_FACTOR: 1.0 |
|
|
CHECKPOINT_PERIOD: 10000 |
|
|
CLIP_GRADIENTS: |
|
|
CLIP_TYPE: full_model |
|
|
CLIP_VALUE: 0.01 |
|
|
ENABLED: true |
|
|
NORM_TYPE: 2.0 |
|
|
GAMMA: 0.1 |
|
|
IMS_PER_BATCH: 8 |
|
|
LR_SCHEDULER_NAME: WarmupMultiStepLR |
|
|
MAX_ITER: 160000 |
|
|
MOMENTUM: 0.9 |
|
|
NESTEROV: false |
|
|
NUM_DECAYS: 3 |
|
|
OPTIMIZER: ADAMW |
|
|
POLY_LR_CONSTANT_ENDING: 0.0 |
|
|
POLY_LR_POWER: 0.9 |
|
|
REFERENCE_WORLD_SIZE: 0 |
|
|
RESCALE_INTERVAL: false |
|
|
STEPS: |
|
|
- 135000 |
|
|
- 150000 |
|
|
WARMUP_FACTOR: 1.0 |
|
|
WARMUP_ITERS: 0 |
|
|
WARMUP_METHOD: linear |
|
|
WEIGHT_DECAY: 0.05 |
|
|
WEIGHT_DECAY_BIAS: null |
|
|
WEIGHT_DECAY_EMBED: 0.0 |
|
|
WEIGHT_DECAY_NORM: 0.0 |
|
|
TEST: |
|
|
AUG: |
|
|
ENABLED: false |
|
|
FLIP: true |
|
|
MAX_SIZE: 4480 |
|
|
MIN_SIZES: |
|
|
- 320 |
|
|
- 480 |
|
|
- 640 |
|
|
- 800 |
|
|
- 960 |
|
|
- 1120 |
|
|
DETECTIONS_PER_IMAGE: 100 |
|
|
EVAL_PERIOD: 2501 |
|
|
EXPECTED_RESULTS: [] |
|
|
KEYPOINT_OKS_SIGMAS: [] |
|
|
PRECISE_BN: |
|
|
ENABLED: false |
|
|
NUM_ITER: 200 |
|
|
VERSION: 2 |
|
|
VIS_PERIOD: 0 |
|
|
|
