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I tried to run exp_configs/vnncomp22/vggnet16.yaml without any changes, but I got the following NotImplementedError.
I'd appreciate it if you could look into this.
Traceback (most recent call last):
File "abcrown.py", line 656, in <module>
main()
File "abcrown.py", line 579, in main
refined_betas=refined_betas, attack_images=all_adv_candidates, attack_margins=attack_margins)
File "abcrown.py", line 410, in complete_verifier
rhs=rhs, timeout=timeout, attack_images=this_spec_attack_images)
File "abcrown.py", line 200, in bab
rhs=rhs, timeout=timeout, branching_method=arguments.Config["bab"]["branching"]["method"])
File "/home/mzi/sys-rl-verif/alpha-beta-CROWN/complete_verifier/batch_branch_and_bound_input_split.py", line 164, in input_bab_parallel
bounding_method=bounding_method,
File "/home/mzi/sys-rl-verif/alpha-beta-CROWN/complete_verifier/beta_CROWN_solver.py", line 1141, in build_the_model
x=(x,), C=self.c, method=bounding_method, cutter=self.cutter, bound_upper=False)
File "/home/mzi/sys-rl-verif/alpha-beta-CROWN/complete_verifier/auto_LiRPA/bound_general.py", line 1319, in compute_bounds
self.check_prior_bounds(final)
File "/home/mzi/sys-rl-verif/alpha-beta-CROWN/complete_verifier/auto_LiRPA/bound_general.py", line 847, in check_prior_bounds
self.check_prior_bounds(n)
File "/home/mzi/sys-rl-verif/alpha-beta-CROWN/complete_verifier/auto_LiRPA/bound_general.py", line 847, in check_prior_bounds
self.check_prior_bounds(n)
File "/home/mzi/sys-rl-verif/alpha-beta-CROWN/complete_verifier/auto_LiRPA/bound_general.py", line 847, in check_prior_bounds
self.check_prior_bounds(n)
[Previous line repeated 29 more times]
File "/home/mzi/sys-rl-verif/alpha-beta-CROWN/complete_verifier/auto_LiRPA/bound_general.py", line 855, in check_prior_bounds
node.inputs[i], prior_checked=True)
File "/home/mzi/sys-rl-verif/alpha-beta-CROWN/complete_verifier/auto_LiRPA/bound_general.py", line 883, in compute_intermediate_bounds
node=node, concretize=True)
File "/home/mzi/sys-rl-verif/alpha-beta-CROWN/complete_verifier/auto_LiRPA/forward_bound.py", line 16, in forward_general
return self.forward_general_dynamic(C, node, concretize, offset)
File "/home/mzi/sys-rl-verif/alpha-beta-CROWN/complete_verifier/auto_LiRPA/forward_bound.py", line 156, in forward_general_dynamic
linear_inp = self.forward_general_dynamic(node=l_pre, offset=offset)
File "/home/mzi/sys-rl-verif/alpha-beta-CROWN/complete_verifier/auto_LiRPA/forward_bound.py", line 168, in forward_general_dynamic
*inp, max_dim=max_dim, offset=offset)
File "/home/mzi/sys-rl-verif/alpha-beta-CROWN/complete_verifier/auto_LiRPA/operators/base.py", line 228, in bound_dynamic_forward
raise NotImplementedError(f'bound_dynamic_forward is not implemented for {self}.')
NotImplementedError: bound_dynamic_forward is not implemented for BoundMaxPool(name="/input.8").
The text was updated successfully, but these errors were encountered:
To be clear, MaxPool is supported for CROWN (backward mode bound propagation) and its variants. However it is not implemented in the forward propagation mode for this model.
Hi,
I tried to run exp_configs/vnncomp22/vggnet16.yaml without any changes, but I got the following NotImplementedError.
I'd appreciate it if you could look into this.
The text was updated successfully, but these errors were encountered: