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updated num-of-squares.json econfig
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loreloc committed Jul 24, 2024
1 parent fa2d2f2 commit 743b851
Showing 1 changed file with 14 additions and 21 deletions.
35 changes: 14 additions & 21 deletions econfigs/num-of-squares.json
Original file line number Diff line number Diff line change
@@ -1,69 +1,62 @@
{
"common": {
"tboard-path": "tboard-runs/uci-data",
"checkpoint-path": "checkpoints/uci-data",
"tboard-path": "tboard-runs/uci-data-num-squares",
"checkpoint-path": "checkpoints/uci-data-num-squares",
"save-checkpoint": false,
"num-epochs": 1200,
"num-epochs": 1000,
"device": "cuda",
"num-workers": 2,
"patience-threshold": 1e-3,
"early-stop-patience": 30
},
"datasets": ["power", "gas", "hepmass", "miniboone"],
"datasets": ["miniboone", "hepmass", "gas", "power"],
"grid": {
"common": {
"region-graph": "rnd-bt",
"region-graph-sd": true,
"batch-size": 512,
"optimizer": "Adam",
"verbose": true
"verbose": true,
"learning-rate": [1e-4, 5e-4, 1e-3, 5e-3]
},
"models": {
"power": {
"MPC": {
"learning-rate": 1e-3,
"num-components,num-units,num-input-units": [[1, 256, 512], [4, 178, 128], [16, 106, 32], [64, 58, 8]]
"num-components,num-units,num-input-units": [[4, 160, 64], [8, 120, 32], [16, 90, 16]]
},
"SOS": {
"real": {
"learning-rate": 1e-3,
"num-components,num-units,num-input-units": [[1, 256, 512], [4, 178, 128], [16, 106, 32], [64, 58, 8]]
"num-components,num-units,num-input-units": [[4, 160, 64], [8, 120, 32], [16, 90, 16]]
}
}
},
"gas": {
"MPC": {
"learning-rate": 1e-3,
"num-components,num-units,num-input-units": [[1, 256, 512], [4, 174, 128], [16, 104, 32], [64, 56, 8]]
"num-components,num-units,num-input-units": [[4, 158, 64], [8, 118, 32], [16, 88, 16]]
},
"SOS": {
"real": {
"learning-rate": 1e-3,
"num-components,num-units,num-input-units": [[1, 256, 512], [4, 174, 128], [16, 104, 32], [64, 56, 8]]
"num-components,num-units,num-input-units": [[4, 158, 64], [8, 118, 32], [16, 88, 16]]
}
}
},
"hepmass": {
"MPC": {
"learning-rate": 1e-3,
"num-components,num-units,num-input-units": [[1, 128, 512], [4, 94, 128], [16, 59, 32], [64, 33, 8]]
"num-components,num-units,num-input-units": [[4, 78, 32], [8, 58, 16], [16, 42, 8]]
},
"SOS": {
"real": {
"learning-rate": 1e-3,
"num-components,num-units,num-input-units": [[1, 128, 512], [4, 94, 128], [16, 59, 32], [64, 33, 8]]
"num-components,num-units,num-input-units": [[4, 78, 32], [8, 58, 16], [16, 42, 8]]
}
}
},
"miniboone": {
"MPC": {
"learning-rate": 1e-3,
"num-components,num-units,num-input-units": [[1, 64, 512], [4, 52, 128], [16, 35, 32], [64, 21, 8]]
"num-components,num-units,num-input-units": [[4, 72, 16], [8, 52, 8], [16, 38, 4]]
},
"SOS": {
"real": {
"learning-rate": 1e-3,
"num-components,num-units,num-input-units": [[1, 64, 512], [4, 52, 128], [16, 35, 32], [64, 21, 8]]
"num-components,num-units,num-input-units": [[4, 72, 16], [8, 52, 8], [16, 38, 4]]
}
}
}
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