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Fix unhashable JIT argument #12

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Fix unhashable JIT argument #12

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12 changes: 9 additions & 3 deletions fixed_point_finder/fixed_points.py
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Original file line number Diff line number Diff line change
Expand Up @@ -149,7 +149,10 @@ def run_update(batch_idx, opt_state):
return lax.fori_loop(lower, upper, run_update, opt_state)


optimize_fp_core_jit = jit(optimize_fp_core, static_argnums=(1, 2, 3))
def get_optimize_fp_core(batch_idx_start, num_batches, update_fun, opt_state):
def get_optimize_fp_core_(batch_idx_start, num_batches):
return optimize_fp_core(batch_idx_start, num_batches, update_fun, opt_state)
return get_optimize_fp_core_


def optimize_fps(rnn_fun, fp_candidates, hps, do_print=True):
Expand Down Expand Up @@ -214,8 +217,11 @@ def update(i, opt_state):
break
batch_idx_start = oidx * print_every
start_time = time.time()
opt_state = optimize_fp_core_jit(batch_idx_start, print_every, update_fun,
opt_state)

optimize_fp_core = get_optimize_fp_core(batch_idx_start, num_batches, update_fun, opt_state)
optimize_fp_core_jit = jit(optimize_fp_core, static_argnums=(1, ))

opt_state = optimize_fp_core_jit(batch_idx_start, print_every)
batch_time = time.time() - start_time

# Training loss
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457 changes: 64 additions & 393 deletions notebooks/Fixed Point Finder Tutorial.ipynb
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