first line is using try-expect, second line is using get_interface

timing 1-qubit state using autograd
188 µs ± 799 ns per loop (mean ± std. dev. of 7 runs, 10,000 loops each)
190 µs ± 1.87 µs per loop (mean ± std. dev. of 7 runs, 10,000 loops each)

timing 1-qubit state using torch
293 µs ± 23.5 µs per loop (mean ± std. dev. of 7 runs, 10,000 loops each)
306 µs ± 3.42 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)

timing 1-qubit state using tensorflow
304 µs ± 4.24 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)
304 µs ± 2.84 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)

timing 1-qubit state using jax
303 µs ± 3.76 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)
296 µs ± 1.7 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)

timing 5-qubit state using autograd
312 µs ± 2.63 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)
313 µs ± 2.88 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)

timing 5-qubit state using torch
314 µs ± 2.27 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)
311 µs ± 1.37 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)

timing 5-qubit state using tensorflow
312 µs ± 2.35 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)
314 µs ± 1.93 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)

timing 5-qubit state using jax
312 µs ± 2.7 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)
314 µs ± 2.01 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)

timing 8-qubit state using autograd
337 µs ± 5.94 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)
338 µs ± 10.8 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)

timing 8-qubit state using torch
344 µs ± 8.15 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)
352 µs ± 35.4 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)

timing 8-qubit state using tensorflow
341 µs ± 8.68 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)
331 µs ± 1.86 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)

timing 8-qubit state using jax
345 µs ± 6.29 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)
340 µs ± 8.61 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)

timing 9-qubit state using autograd
435 µs ± 55.3 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)
286 µs ± 2.13 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)

timing 9-qubit state using torch
398 µs ± 3.96 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)
293 µs ± 5.32 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)

timing 9-qubit state using tensorflow
405 µs ± 3.56 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)
287 µs ± 1.76 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)

timing 9-qubit state using jax
405 µs ± 3.19 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)
302 µs ± 24.2 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)

timing 10-qubit state using autograd
425 µs ± 4.49 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)
300 µs ± 1.41 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)

timing 10-qubit state using torch
427 µs ± 9.32 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)
308 µs ± 6.36 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)

timing 10-qubit state using tensorflow
423 µs ± 5.98 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)
301 µs ± 1.21 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)

timing 10-qubit state using jax
444 µs ± 45.4 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)
307 µs ± 3.75 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)

timing 11-qubit state using autograd
550 µs ± 47 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)
396 µs ± 1.81 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)

timing 11-qubit state using torch
556 µs ± 46.5 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)
404 µs ± 6.76 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)

timing 11-qubit state using tensorflow
548 µs ± 20.7 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)
423 µs ± 14.2 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)

timing 11-qubit state using jax
583 µs ± 39.2 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each)
497 µs ± 167 µs per loop (mean ± std. dev. of 7 runs, 1,000 loops each