Move config and model to root for download stats
Browse files- config.yaml +189 -0
- model_0016.pth +3 -0
config.yaml
ADDED
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@@ -0,0 +1,189 @@
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| 1 |
+
CUDNN_BENCHMARK: false
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| 2 |
+
DATALOADER:
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| 3 |
+
NUM_INSTANCE: 16
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| 4 |
+
NUM_WORKERS: 8
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| 5 |
+
SAMPLER_TRAIN: BalancedIdentitySampler
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| 6 |
+
SET_WEIGHT: []
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| 7 |
+
DATASETS:
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| 8 |
+
COMBINEALL: false
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| 9 |
+
NAMES:
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| 10 |
+
- MOT20
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| 11 |
+
TESTS:
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| 12 |
+
- MOT20
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| 13 |
+
INPUT:
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| 14 |
+
AFFINE:
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| 15 |
+
ENABLED: false
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| 16 |
+
AUGMIX:
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| 17 |
+
ENABLED: false
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| 18 |
+
PROB: 0.0
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| 19 |
+
AUTOAUG:
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| 20 |
+
ENABLED: true
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| 21 |
+
PROB: 0.1
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| 22 |
+
CJ:
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| 23 |
+
BRIGHTNESS: 0.15
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| 24 |
+
CONTRAST: 0.15
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| 25 |
+
ENABLED: false
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| 26 |
+
HUE: 0.1
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| 27 |
+
PROB: 0.5
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| 28 |
+
SATURATION: 0.1
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| 29 |
+
CROP:
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| 30 |
+
ENABLED: false
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| 31 |
+
RATIO:
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| 32 |
+
- 0.75
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| 33 |
+
- 1.3333333333333333
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| 34 |
+
SCALE:
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| 35 |
+
- 0.16
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| 36 |
+
- 1
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| 37 |
+
SIZE:
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| 38 |
+
- 224
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| 39 |
+
- 224
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| 40 |
+
FLIP:
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| 41 |
+
ENABLED: true
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| 42 |
+
PROB: 0.5
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| 43 |
+
PADDING:
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| 44 |
+
ENABLED: true
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| 45 |
+
MODE: constant
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| 46 |
+
SIZE: 10
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| 47 |
+
REA:
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| 48 |
+
ENABLED: true
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| 49 |
+
PROB: 0.5
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| 50 |
+
VALUE:
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| 51 |
+
- 123.675
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| 52 |
+
- 116.28
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| 53 |
+
- 103.53
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| 54 |
+
RPT:
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| 55 |
+
ENABLED: false
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| 56 |
+
PROB: 0.5
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| 57 |
+
SIZE_TEST:
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| 58 |
+
- 256
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| 59 |
+
- 256
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| 60 |
+
SIZE_TRAIN:
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| 61 |
+
- 256
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| 62 |
+
- 256
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| 63 |
+
KD:
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| 64 |
+
EMA:
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| 65 |
+
ENABLED: false
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| 66 |
+
MOMENTUM: 0.999
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| 67 |
+
MODEL_CONFIG: []
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| 68 |
+
MODEL_WEIGHTS: []
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| 69 |
+
MODEL:
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| 70 |
+
BACKBONE:
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| 71 |
+
ATT_DROP_RATE: 0.0
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| 72 |
+
DEPTH: 50x
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| 73 |
+
DROP_PATH_RATIO: 0.1
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| 74 |
+
DROP_RATIO: 0.0
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| 75 |
+
FEAT_DIM: 2048
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| 76 |
+
LAST_STRIDE: 1
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| 77 |
+
NAME: build_resnest_backbone
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| 78 |
+
NORM: BN
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| 79 |
+
PRETRAIN: true
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| 80 |
+
PRETRAIN_PATH: ''
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| 81 |
+
SIE_COE: 3.0
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| 82 |
+
STRIDE_SIZE:
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| 83 |
+
- 16
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| 84 |
+
- 16
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| 85 |
+
WITH_IBN: false
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| 86 |
+
WITH_NL: true
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| 87 |
+
WITH_SE: false
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| 88 |
+
DEVICE: cuda:0
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| 89 |
+
FREEZE_LAYERS:
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| 90 |
+
- backbone
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| 91 |
+
HEADS:
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| 92 |
+
CLS_LAYER: CircleSoftmax
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| 93 |
+
EMBEDDING_DIM: 0
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| 94 |
+
MARGIN: 0.35
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| 95 |
+
NAME: EmbeddingHead
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| 96 |
+
NECK_FEAT: after
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| 97 |
+
NORM: BN
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| 98 |
+
NUM_CLASSES: 4288
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| 99 |
+
POOL_LAYER: GeneralizedMeanPoolingP
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| 100 |
+
SCALE: 64
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| 101 |
+
WITH_BNNECK: true
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| 102 |
+
LOSSES:
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| 103 |
+
CE:
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| 104 |
+
ALPHA: 0.2
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| 105 |
+
EPSILON: 0.1
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| 106 |
+
SCALE: 1.0
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| 107 |
+
CIRCLE:
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| 108 |
+
GAMMA: 48
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| 109 |
+
MARGIN: 0.35
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| 110 |
+
SCALE: 1.0
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| 111 |
+
COSFACE:
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| 112 |
+
GAMMA: 128
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| 113 |
+
MARGIN: 0.25
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| 114 |
+
SCALE: 1.0
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| 115 |
+
FL:
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| 116 |
+
ALPHA: 0.25
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| 117 |
+
GAMMA: 2
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| 118 |
+
SCALE: 1.0
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| 119 |
+
NAME:
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| 120 |
+
- CrossEntropyLoss
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| 121 |
+
- CircleLoss
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| 122 |
+
TRI:
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| 123 |
+
HARD_MINING: true
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| 124 |
+
MARGIN: 0.0
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| 125 |
+
NORM_FEAT: false
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| 126 |
+
SCALE: 1.0
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| 127 |
+
META_ARCHITECTURE: Baseline
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| 128 |
+
PIXEL_MEAN:
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| 129 |
+
- 123.675
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| 130 |
+
- 116.28
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| 131 |
+
- 103.53
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| 132 |
+
PIXEL_STD:
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| 133 |
+
- 58.395
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| 134 |
+
- 57.120000000000005
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| 135 |
+
- 57.375
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| 136 |
+
QUEUE_SIZE: 8192
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| 137 |
+
WEIGHTS: ''
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| 138 |
+
OUTPUT_DIR: logs/MOT20/sbs_S50
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| 139 |
+
SOLVER:
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| 140 |
+
AMP:
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| 141 |
+
ENABLED: true
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| 142 |
+
BASE_LR: 0.00035
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| 143 |
+
BIAS_LR_FACTOR: 1.0
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| 144 |
+
CHECKPOINT_PERIOD: 1
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| 145 |
+
CLIP_GRADIENTS:
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| 146 |
+
CLIP_TYPE: norm
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| 147 |
+
CLIP_VALUE: 5.0
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| 148 |
+
ENABLED: false
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| 149 |
+
NORM_TYPE: 2.0
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| 150 |
+
DELAY_EPOCHS: 30
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| 151 |
+
ETA_MIN_LR: 7.0e-07
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| 152 |
+
FREEZE_ITERS: 1000
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| 153 |
+
GAMMA: 0.1
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| 154 |
+
HEADS_LR_FACTOR: 1.0
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| 155 |
+
IMS_PER_BATCH: 256
|
| 156 |
+
MAX_EPOCH: 120
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| 157 |
+
MOMENTUM: 0.9
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| 158 |
+
NESTEROV: false
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| 159 |
+
OPT: AdamW
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| 160 |
+
SCHED: CosineAnnealingLR
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| 161 |
+
STEPS: []
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| 162 |
+
WARMUP_FACTOR: 0.1
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| 163 |
+
WARMUP_ITERS: 2000
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| 164 |
+
WARMUP_METHOD: linear
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| 165 |
+
WEIGHT_DECAY: 0.0005
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| 166 |
+
WEIGHT_DECAY_BIAS: 0.0005
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| 167 |
+
WEIGHT_DECAY_NORM: 0.0005
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| 168 |
+
TEST:
|
| 169 |
+
AQE:
|
| 170 |
+
ALPHA: 3.0
|
| 171 |
+
ENABLED: false
|
| 172 |
+
QE_K: 5
|
| 173 |
+
QE_TIME: 1
|
| 174 |
+
EVAL_PERIOD: 1000000
|
| 175 |
+
FLIP:
|
| 176 |
+
ENABLED: false
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| 177 |
+
IMS_PER_BATCH: 512
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| 178 |
+
METRIC: cosine
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| 179 |
+
PRECISE_BN:
|
| 180 |
+
DATASET: Market1501
|
| 181 |
+
ENABLED: false
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| 182 |
+
NUM_ITER: 300
|
| 183 |
+
RERANK:
|
| 184 |
+
ENABLED: false
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| 185 |
+
K1: 20
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| 186 |
+
K2: 6
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| 187 |
+
LAMBDA: 0.3
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| 188 |
+
ROC:
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| 189 |
+
ENABLED: false
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model_0016.pth
ADDED
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@@ -0,0 +1,3 @@
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|
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| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7f6e20a9082eb5fe100e005bd5d6f2bf9fde7d9aeff5575546ff3c530baf6363
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| 3 |
+
size 411018623
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