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vmapped drawing call over object parameters fails #193

@beckermr

Description

@beckermr

This code causes a massive number of errors:

def test_deriv_params_moffat_with_trunc():
    val = jnp.array([2.0, 3.0])
    trunc = 20.0
    eps = 1e-5

    def _run(val_, trunc):
        return jnp.max(
            jgs.Gaussian(
                half_light_radius=val_,
                # trunc=trunc,
                gsparams=jgs.GSParams(minimum_fft_size=64, maximum_fft_size=64),
            )
            .drawImage(nx=48, ny=48, scale=0.2)
            .array[24, 24]
            ** 2
        )

    gfunc = jax.jit(jax.vmap(jax.grad(_run), in_axes=(0, None)))
    gval = gfunc(val, trunc)

    gfdiff = (_run(val + eps, trunc) - _run(val - eps, trunc)) / 2.0 / eps

    np.testing.assert_allclose(gval, gfdiff, rtol=0, atol=1e-6)

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