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3d7c303
1
Parent(s):
fb950bb
Add test for pytorch export
Browse files- .github/workflows/CI.yml +9 -3
- test/test_torch.py +12 -0
.github/workflows/CI.yml
CHANGED
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@@ -61,17 +61,23 @@ jobs:
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python setup.py install
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- name: "Install Coverage tool"
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run: pip install coverage coveralls
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- name: "Install JAX"
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if: matrix.os != 'windows-latest'
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run: pip install jax jaxlib # (optional import)
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shell: bash
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- name: "Run tests"
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run: coverage run --source=pysr --omit='*/feynman_problems.py' -m unittest test.test
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shell: bash
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- name: "Run JAX tests"
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if: matrix.os != 'windows-latest'
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run: coverage run --append --source=pysr --omit='*/feynman_problems.py' -m unittest test.test_jax
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shell: bash
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- name: Coveralls
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env:
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GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
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python setup.py install
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- name: "Install Coverage tool"
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run: pip install coverage coveralls
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- name: "Run tests"
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run: coverage run --source=pysr --omit='*/feynman_problems.py' -m unittest test.test
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shell: bash
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- name: "Install JAX"
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if: matrix.os != 'windows-latest'
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run: pip install jax jaxlib # (optional import)
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shell: bash
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- name: "Run JAX tests"
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if: matrix.os != 'windows-latest'
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run: coverage run --append --source=pysr --omit='*/feynman_problems.py' -m unittest test.test_jax
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shell: bash
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- name: "Install Torch"
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run: pip install torch # (optional import)
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shell: bash
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- name: "Run Torch tests"
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run: coverage run --append --source=pysr --omit='*/feynman_problems.py' -m unittest test.test_torch
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shell: bash
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- name: Coveralls
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env:
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GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
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test/test_torch.py
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import numpy as np
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from pysr import sympy2torch
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import torch
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import sympy
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print("Test Torch 1 - test export")
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x, y, z = sympy.symbols('x y z')
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cosx = 1.0 * sympy.cos(x) + y
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X = torch.randn((1000, 2))
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true = 1.0 * torch.cos(X[:, 0]) + X[:, 1]
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torch_module = sympy2torch(cosx, [x, y, z])
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assert jnp.all(jnp.isclose(torch_module(X), true)).item()
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