sgbaird commited on
Commit
b3e9379
1 Parent(s): 55ab120

restore py files from git lfs to regular git

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Files changed (1) hide show
  1. app.py +43 -3
app.py CHANGED
@@ -1,3 +1,43 @@
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- version https://git-lfs.github.com/spec/v1
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- oid sha256:50221812588d786ce268f62a2a577004c6778e4820d8c68628ea8714063c3b61
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- size 900
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ import gradio as gr
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+ from surrogate import CrabNetSurrogateModel
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+
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+ model = CrabNetSurrogateModel()
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+
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+ example_parameterization = parameterization = {
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+ "N": 3,
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+ "alpha": 0.5,
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+ "d_model": 512,
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+ "dim_feedforward": 2048,
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+ "dropout": 0.1,
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+ "emb_scaler": 1.0,
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+ "epochs_step": 10,
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+ "eps": 0.000001,
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+ "fudge": 0.02,
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+ "heads": 4,
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+ "k": 6,
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+ "lr": 0.001,
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+ "pe_resolution": 5000,
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+ "ple_resolution": 5000,
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+ "pos_scaler": 1.0,
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+ "weight_decay": 0,
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+ "batch_size": 32,
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+ "out_hidden4": 128,
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+ "betas2": 0.9,
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+ "betas1": 0.999,
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+ "losscurve": False,
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+ "learningcurve": False,
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+ "bias": False,
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+ "criterion": "RobustL1",
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+ "elem_prop": "mat2vec",
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+ "train_frac": 0.5,
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+ }
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+
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+ model.surrogate_evaluate(example_parameterization)
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+
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+
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+ def greet(name):
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+ return "Hello " + name + "!!"
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+
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+
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+ iface = gr.Interface(fn=greet, inputs="text", outputs="text")
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+ iface.launch()