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Add model dups for FVT #10

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Mar 13, 2024
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Add model dups for FVT #10

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0 fvt/lightgbm/lightgbm-fil/1/model.txt → fvt/lightgbm/mushroom-fil-dup/1/model.txt
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0 fvt/lightgbm/lightgbm-fil/config.pbtxt → fvt/lightgbm/mushroom-fil-dup/config.pbtxt
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2,005 changes: 2,005 additions & 0 deletions fvt/lightgbm/mushroom-fil/1/model.txt
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27 changes: 27 additions & 0 deletions fvt/lightgbm/mushroom-fil/config.pbtxt
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Original file line number Diff line number Diff line change
@@ -0,0 +1,27 @@
backend: "fil"
max_batch_size: 8
input [
{
name: "input__0"
data_type: TYPE_FP32
dims: [ 126 ]
}
]
output [
{
name: "output__0"
data_type: TYPE_FP32
dims: [ 1 ]
}
]
instance_group [{ kind: KIND_AUTO }]
parameters [
{
key: "model_type"
value: { string_value: "lightgbm" }
},
{
key: "output_class"
value: { string_value: "false" }
}
]
87 changes: 87 additions & 0 deletions fvt/xgboost/mushroom-fil-dup/1/xgboost.json
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{
"learner": {
"attributes": {},
"gradient_booster": {
"model": {
"gbtree_model_param": {"num_trees": "2", "size_leaf_vector": "0"},
"tree_info": [0, 0],
"trees": [
{
"base_weights": [
-7.15052932500839233e-2, 1.29551589488983154,
-1.86661934852600098, 1.71217715740203857, -1.70044052600860596,
-1.94070863723754883, 1.8596491813659668
],
"default_left": [true, true, true, false, false, false, false],
"id": 0,
"leaf_child_counts": [0, 0, 0, 0, 0, 0, 0],
"left_children": [1, 3, 5, -1, -1, -1, -1],
"loss_changes": [
4.000531005859375e3, 1.1582120361328125e3, 1.98173828125e2, 0.0,
0.0, 0.0, 0.0
],
"parents": [2147483647, 0, 0, 1, 1, 2, 2],
"right_children": [2, 4, 6, -1, -1, -1, -1],
"split_conditions": [
-9.5367431640625e-7, -9.5367431640625e-7, -9.5367431640625e-7,
1.71217715740203857, -1.70044052600860596, -1.94070863723754883,
1.8596491813659668
],
"split_indices": [28, 55, 108, 0, 0, 0, 0],
"sum_hessian": [
1.62825e3, 9.245e2, 7.0375e2, 8.12e2, 1.125e2, 6.905e2, 1.325e1
],
"tree_param": {
"num_deleted": "0",
"num_feature": "126",
"num_nodes": "7",
"size_leaf_vector": "0"
}
},
{
"base_weights": [
-9.31910648941993713e-2, 7.82926455140113831e-2,
-6.23624467849731445, 7.84717559814453125e-1,
-9.68530356884002686e-1
],
"default_left": [true, true, false, false, false],
"id": 1,
"leaf_child_counts": [0, 0, 0, 0, 0],
"left_children": [1, 3, -1, -1, -1],
"loss_changes": [
8.325450439453125e2, 5.6972509765625e2, 0.0, 0.0, 0.0
],
"parents": [2147483647, 0, 0, 1, 1],
"right_children": [2, 4, -1, -1, -1],
"split_conditions": [
-9.5367431640625e-7, -9.5367431640625e-7, -6.23624467849731445,
7.84717559814453125e-1, -9.68530356884002686e-1
],
"split_indices": [59, 28, 0, 0, 0],
"sum_hessian": [
7.8885205078125e2, 7.6838970947265625e2, 2.04623889923095703e1,
4.58936859130859375e2, 3.0945281982421875e2
],
"tree_param": {
"num_deleted": "0",
"num_feature": "126",
"num_nodes": "5",
"size_leaf_vector": "0"
}
}
]
},
"name": "gbtree"
},
"learner_model_param": {
"base_score": "0.500000",
"num_class": "0",
"num_feature": "126"
},
"objective": {
"name": "binary:logistic",
"reg_loss_param": {"scale_pos_weight": "1"}
}
},
"version": [1, 1, 1]
}
27 changes: 27 additions & 0 deletions fvt/xgboost/mushroom-fil-dup/config.pbtxt
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backend: "fil"
max_batch_size: 8
input [
{
name: "input__0"
data_type: TYPE_FP32
dims: [ 126 ]
}
]
output [
{
name: "output__0"
data_type: TYPE_FP32
dims: [ 1 ]
}
]
instance_group [{ kind: KIND_AUTO }]
parameters [
{
key: "model_type"
value: { string_value: "xgboost_json" }
},
{
key: "output_class"
value: { string_value: "false" }
}
]
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