Update app.py
Browse files
app.py
CHANGED
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@@ -5,6 +5,7 @@ from jax.experimental import ode
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import yaml
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from flax import nnx
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import pickle
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def load_model(config_path, ckpt_path):
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@@ -38,7 +39,7 @@ def sample_images(graphdef, state, x0, t):
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o = jnp.clip(o[-1], 0, 1)
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return o
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-
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def generate_grid(seed, noise_level):
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# Load model (doing this inside function to avoid global variables)
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graphdef, state = load_model("config.yaml", "ckpt_1000k.pkl")
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@@ -64,6 +65,9 @@ def generate_grid(seed, noise_level):
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return jax.device_get(grid)
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# Create Gradio interface
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demo = gr.Interface(
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fn=generate_grid,
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@@ -77,4 +81,4 @@ demo = gr.Interface(
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)
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if __name__ == "__main__":
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demo.launch(
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import yaml
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from flax import nnx
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import pickle
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import spaces
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def load_model(config_path, ckpt_path):
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o = jnp.clip(o[-1], 0, 1)
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return o
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@spaces.GPU
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def generate_grid(seed, noise_level):
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# Load model (doing this inside function to avoid global variables)
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graphdef, state = load_model("config.yaml", "ckpt_1000k.pkl")
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return jax.device_get(grid)
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generate_grid(0, 3)
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# Create Gradio interface
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demo = gr.Interface(
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fn=generate_grid,
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)
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if __name__ == "__main__":
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demo.launch()
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