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https://github.com/xzackli/mvp_missing_physics_zygote


https://github.com/xzackli/mvp_missing_physics_zygote

Last synced: 3 months ago
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README 

        

The file `missing_physics.jl` is just the pasted first third of the (missing physics)[https://docs.sciml.ai/Overview/stable/showcase/missing_physics/] showcase example. It should run to completion,



```

julia --project=. missing_physics.jl

```



The file `missing_physics_larger.jl` just increases the width of the layers,

```julia

NETWORK_SIZE::Int = 8  # is 5 in the example

U = Lux.Chain(

    Lux.Dense(2, NETWORK_SIZE, rbf), 

    Lux.Dense(NETWORK_SIZE, NETWORK_SIZE, rbf), 

    Lux.Dense(NETWORK_SIZE, NETWORK_SIZE, rbf),

    Lux.Dense(NETWORK_SIZE, 2))

```



You can confirm this by running `diff missing_physics.jl missing_physics_larger.jl `. 



```

julia --project=. missing_physics_larger.jl

```



I get an Enzyme coredump!



```

Warning: Using fallback BLAS replacements, performance may be degraded

└ @ Enzyme.Compiler ~/.julia/packages/GPUCompiler/cy24l/src/utils.jl:56



[1433292] signal (11.1): Segmentation fault

in expression starting at /home/zack/src/mvp_missing_physics_zygote/missing_physics_larger.jl:89

gc_mark_loop at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gc.c:2819

_jl_gc_collect at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gc.c:3400

ijl_gc_collect at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gc.c:3707

maybe_collect at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gc.c:1078 [inlined]

jl_gc_pool_alloc_inner at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gc.c:1443 [inlined]

jl_gc_pool_alloc_noinline at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gc.c:1504 [inlined]

jl_gc_alloc_ at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/julia_internal.h:460 [inlined]

jl_gc_alloc at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gc.c:3754

_new_array_ at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/array.c:134

ijl_array_copy at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/array.c:1181

copy at ./array.jl:365 [inlined]

update_bbstate! at ./compiler/abstractinterpretation.jl:2694 [inlined]

typeinf_local at ./compiler/abstractinterpretation.jl:2910

typeinf_nocycle at ./compiler/abstractinterpretation.jl:2957

_typeinf at ./compiler/typeinfer.jl:246

typeinf at ./compiler/typeinfer.jl:216

abstract_call_method_with_const_args at ./compiler/abstractinterpretation.jl:1008

abstract_call_method_with_const_args at ./compiler/abstractinterpretation.jl:954

abstract_call_gf_by_type at ./compiler/abstractinterpretation.jl:160

abstract_call_known at ./compiler/abstractinterpretation.jl:1949

abstract_call at ./compiler/abstractinterpretation.jl:2020

abstract_call at ./compiler/abstractinterpretation.jl:1999

abstract_eval_statement_expr at ./compiler/abstractinterpretation.jl:2183

abstract_eval_statement at ./compiler/abstractinterpretation.jl:2396

abstract_eval_basic_statement at ./compiler/abstractinterpretation.jl:2684

typeinf_local at ./compiler/abstractinterpretation.jl:2869

typeinf_nocycle at ./compiler/abstractinterpretation.jl:2957

_typeinf at ./compiler/typeinfer.jl:246

typeinf at ./compiler/typeinfer.jl:216

typeinf_edge at ./compiler/typeinfer.jl:933

abstract_call_method at ./compiler/abstractinterpretation.jl:611

abstract_call_gf_by_type at ./compiler/abstractinterpretation.jl:152

abstract_call_known at ./compiler/abstractinterpretation.jl:1949

abstract_call at ./compiler/abstractinterpretation.jl:2020

abstract_call at ./compiler/abstractinterpretation.jl:1999

abstract_eval_statement_expr at ./compiler/abstractinterpretation.jl:2183

abstract_eval_statement at ./compiler/abstractinterpretation.jl:2396

abstract_eval_basic_statement at ./compiler/abstractinterpretation.jl:2660

typeinf_local at ./compiler/abstractinterpretation.jl:2869

typeinf_nocycle at ./compiler/abstractinterpretation.jl:2957

_typeinf at ./compiler/typeinfer.jl:246

typeinf at ./compiler/typeinfer.jl:216

typeinf_edge at ./compiler/typeinfer.jl:933

abstract_call_method at ./compiler/abstractinterpretation.jl:611

abstract_call_gf_by_type at ./compiler/abstractinterpretation.jl:152

abstract_call_known at ./compiler/abstractinterpretation.jl:1949

abstract_call at ./compiler/abstractinterpretation.jl:2020

abstract_call at ./compiler/abstractinterpretation.jl:1999

abstract_eval_statement_expr at ./compiler/abstractinterpretation.jl:2183

abstract_eval_statement at ./compiler/abstractinterpretation.jl:2396

abstract_eval_basic_statement at ./compiler/abstractinterpretation.jl:2660

typeinf_local at ./compiler/abstractinterpretation.jl:2869

typeinf_nocycle at ./compiler/abstractinterpretation.jl:2957

_typeinf at ./compiler/typeinfer.jl:246

typeinf at ./compiler/typeinfer.jl:216

typeinf_edge at ./compiler/typeinfer.jl:933

abstract_call_method at ./compiler/abstractinterpretation.jl:611

abstract_call_gf_by_type at ./compiler/abstractinterpretation.jl:152

abstract_call_known at ./compiler/abstractinterpretation.jl:1949

abstract_call at ./compiler/abstractinterpretation.jl:2020

abstract_call at ./compiler/abstractinterpretation.jl:1999

abstract_eval_statement_expr at ./compiler/abstractinterpretation.jl:2183

abstract_eval_statement at ./compiler/abstractinterpretation.jl:2396

abstract_eval_basic_statement at ./compiler/abstractinterpretation.jl:2660

typeinf_local at ./compiler/abstractinterpretation.jl:2869

typeinf_nocycle at ./compiler/abstractinterpretation.jl:2957

_typeinf at ./compiler/typeinfer.jl:246

typeinf at ./compiler/typeinfer.jl:216

typeinf_edge at ./compiler/typeinfer.jl:933

abstract_call_method at ./compiler/abstractinterpretation.jl:611

abstract_call_gf_by_type at ./compiler/abstractinterpretation.jl:152

abstract_call_known at ./compiler/abstractinterpretation.jl:1949

abstract_call at ./compiler/abstractinterpretation.jl:2020

abstract_apply at ./compiler/abstractinterpretation.jl:1566

abstract_call_known at ./compiler/abstractinterpretation.jl:1855

abstract_call at ./compiler/abstractinterpretation.jl:2020

abstract_call at ./compiler/abstractinterpretation.jl:1999

abstract_eval_statement_expr at ./compiler/abstractinterpretation.jl:2183

abstract_eval_statement at ./compiler/abstractinterpretation.jl:2396

abstract_eval_basic_statement at ./compiler/abstractinterpretation.jl:2684

typeinf_local at ./compiler/abstractinterpretation.jl:2869

typeinf_nocycle at ./compiler/abstractinterpretation.jl:2957

_typeinf at ./compiler/typeinfer.jl:246

typeinf at ./compiler/typeinfer.jl:216

typeinf_edge at ./compiler/typeinfer.jl:933

abstract_call_method at ./compiler/abstractinterpretation.jl:611

abstract_call_gf_by_type at ./compiler/abstractinterpretation.jl:152

abstract_call_known at ./compiler/abstractinterpretation.jl:1949

abstract_call at ./compiler/abstractinterpretation.jl:2020

abstract_apply at ./compiler/abstractinterpretation.jl:1566

abstract_call_known at ./compiler/abstractinterpretation.jl:1855

abstract_call at ./compiler/abstractinterpretation.jl:2020

abstract_call at ./compiler/abstractinterpretation.jl:1999

abstract_eval_statement_expr at ./compiler/abstractinterpretation.jl:2183

abstract_eval_statement at ./compiler/abstractinterpretation.jl:2396

abstract_eval_basic_statement at ./compiler/abstractinterpretation.jl:2684

typeinf_local at ./compiler/abstractinterpretation.jl:2869

typeinf_nocycle at ./compiler/abstractinterpretation.jl:2957

_typeinf at ./compiler/typeinfer.jl:246

typeinf at ./compiler/typeinfer.jl:216

typeinf_edge at ./compiler/typeinfer.jl:933

abstract_call_method at ./compiler/abstractinterpretation.jl:611

abstract_call_gf_by_type at ./compiler/abstractinterpretation.jl:152

abstract_call_known at ./compiler/abstractinterpretation.jl:1949

abstract_call at ./compiler/abstractinterpretation.jl:2020

abstract_apply at ./compiler/abstractinterpretation.jl:1566

abstract_call_known at ./compiler/abstractinterpretation.jl:1855

abstract_call at ./compiler/abstractinterpretation.jl:2020

abstract_call at ./compiler/abstractinterpretation.jl:1999

abstract_eval_statement_expr at ./compiler/abstractinterpretation.jl:2183

abstract_eval_statement at ./compiler/abstractinterpretation.jl:2396

abstract_eval_basic_statement at ./compiler/abstractinterpretation.jl:2684

typeinf_local at ./compiler/abstractinterpretation.jl:2869

typeinf_nocycle at ./compiler/abstractinterpretation.jl:2957

_typeinf at ./compiler/typeinfer.jl:246

typeinf at ./compiler/typeinfer.jl:216

typeinf_edge at ./compiler/typeinfer.jl:933

abstract_call_method at ./compiler/abstractinterpretation.jl:611

abstract_call_gf_by_type at ./compiler/abstractinterpretation.jl:152

abstract_call_known at ./compiler/abstractinterpretation.jl:1949

abstract_call at ./compiler/abstractinterpretation.jl:2020

abstract_apply at ./compiler/abstractinterpretation.jl:1566

abstract_call_known at ./compiler/abstractinterpretation.jl:1855

abstract_call at ./compiler/abstractinterpretation.jl:2020

abstract_call at ./compiler/abstractinterpretation.jl:1999

abstract_eval_statement_expr at ./compiler/abstractinterpretation.jl:2183

abstract_eval_statement at ./compiler/abstractinterpretation.jl:2396

abstract_eval_basic_statement at ./compiler/abstractinterpretation.jl:2684

typeinf_local at ./compiler/abstractinterpretation.jl:2869

typeinf_nocycle at ./compiler/abstractinterpretation.jl:2957

_typeinf at ./compiler/typeinfer.jl:246

typeinf at ./compiler/typeinfer.jl:216

typeinf_ext at ./compiler/typeinfer.jl:1058

typeinf_ext_toplevel at ./compiler/typeinfer.jl:1091

typeinf_ext_toplevel at ./compiler/typeinfer.jl:1087

jfptr_typeinf_ext_toplevel_14294.clone_1 at /home/zack/.julia/juliaup/julia-1.9.0+0.x64.linux.gnu/lib/julia/sys.so (unknown line)

_jl_invoke at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2758 [inlined]

ijl_apply_generic at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2940

jl_apply at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/julia.h:1879 [inlined]

jl_type_infer at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:320

jl_generate_fptr_impl at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/jitlayers.cpp:444

jl_compile_method_internal at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2348 [inlined]

jl_compile_method_internal at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2237

_jl_invoke at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2750 [inlined]

ijl_apply_generic at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2940

jl_nthfield_fwd at /home/zack/.julia/packages/Enzyme/EncRR/src/compiler.jl:2322

jl_nthfield_augfwd at /home/zack/.julia/packages/Enzyme/EncRR/src/compiler.jl:2357

unknown function (ip: 0x7fd8b31b939b)

_jl_invoke at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2758 [inlined]

ijl_apply_generic at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2940

unknown function (ip: 0x7fd9b13b7115)

unknown function (ip: 0x7fd9b13b6f05)

operator() at /workspace/srcdir/Enzyme/enzyme/Enzyme/CApi.cpp:267 [inlined]

_M_invoke at /opt/x86_64-linux-gnu/x86_64-linux-gnu/include/c++/8.1.0/bits/std_function.h:297

operator() at /opt/x86_64-linux-gnu/x86_64-linux-gnu/include/c++/8.1.0/bits/std_function.h:687 [inlined]

visitCallInst at /workspace/srcdir/Enzyme/enzyme/Enzyme/AdjointGenerator.h:10314

delegateCallInst at /opt/x86_64-linux-gnu/x86_64-linux-gnu/sys-root/usr/local/include/llvm/IR/InstVisitor.h:302 [inlined]

visitCall at /opt/x86_64-linux-gnu/x86_64-linux-gnu/sys-root/usr/local/include/llvm/IR/Instruction.def:209 [inlined]

visit at /opt/x86_64-linux-gnu/x86_64-linux-gnu/sys-root/usr/local/include/llvm/IR/Instruction.def:209

visit at /opt/x86_64-linux-gnu/x86_64-linux-gnu/sys-root/usr/local/include/llvm/IR/InstVisitor.h:112 [inlined]

CreateAugmentedPrimal at /workspace/srcdir/Enzyme/enzyme/Enzyme/EnzymeLogic.cpp:2237

EnzymeCreateAugmentedPrimal at /workspace/srcdir/Enzyme/enzyme/Enzyme/CApi.cpp:506

EnzymeCreateAugmentedPrimal at /home/zack/.julia/packages/Enzyme/EncRR/src/api.jl:160

enzyme! at /home/zack/.julia/packages/Enzyme/EncRR/src/compiler.jl:6640

unknown function (ip: 0x7fd8b31b35b9)

_jl_invoke at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2758 [inlined]

ijl_apply_generic at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2940

#codegen#146 at /home/zack/.julia/packages/Enzyme/EncRR/src/compiler.jl:7921

codegen at /home/zack/.julia/packages/Enzyme/EncRR/src/compiler.jl:7547 [inlined]

_thunk at /home/zack/.julia/packages/Enzyme/EncRR/src/compiler.jl:8434

_thunk at /home/zack/.julia/packages/Enzyme/EncRR/src/compiler.jl:8431 [inlined]

cached_compilation at /home/zack/.julia/packages/Enzyme/EncRR/src/compiler.jl:8469 [inlined]

#s286#175 at /home/zack/.julia/packages/Enzyme/EncRR/src/compiler.jl:8527 [inlined]

#s286#175 at ./none:0

_jl_invoke at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2758 [inlined]

ijl_apply_generic at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2940

GeneratedFunctionStub at ./boot.jl:602

_jl_invoke at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2758 [inlined]

ijl_apply_generic at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2940

jl_apply at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/julia.h:1879 [inlined]

jl_call_staged at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/method.c:530

ijl_code_for_staged at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/method.c:581

get_staged at ./compiler/utilities.jl:115

retrieve_code_info at ./compiler/utilities.jl:127 [inlined]

InferenceState at ./compiler/inferencestate.jl:354

typeinf_edge at ./compiler/typeinfer.jl:924

abstract_call_method at ./compiler/abstractinterpretation.jl:611

abstract_call_gf_by_type at ./compiler/abstractinterpretation.jl:152

abstract_call_known at ./compiler/abstractinterpretation.jl:1949

abstract_call at ./compiler/abstractinterpretation.jl:2020

abstract_call at ./compiler/abstractinterpretation.jl:1999

abstract_eval_statement_expr at ./compiler/abstractinterpretation.jl:2183

abstract_eval_statement at ./compiler/abstractinterpretation.jl:2396

abstract_eval_basic_statement at ./compiler/abstractinterpretation.jl:2684

typeinf_local at ./compiler/abstractinterpretation.jl:2869

typeinf_nocycle at ./compiler/abstractinterpretation.jl:2957

_typeinf at ./compiler/typeinfer.jl:246

typeinf at ./compiler/typeinfer.jl:216

typeinf_edge at ./compiler/typeinfer.jl:933

abstract_call_method at ./compiler/abstractinterpretation.jl:611

abstract_call_gf_by_type at ./compiler/abstractinterpretation.jl:152

abstract_call_known at ./compiler/abstractinterpretation.jl:1949

abstract_call at ./compiler/abstractinterpretation.jl:2020

abstract_call at ./compiler/abstractinterpretation.jl:1999

abstract_eval_statement_expr at ./compiler/abstractinterpretation.jl:2183

abstract_eval_statement at ./compiler/abstractinterpretation.jl:2396

abstract_eval_basic_statement at ./compiler/abstractinterpretation.jl:2684

typeinf_local at ./compiler/abstractinterpretation.jl:2869

typeinf_nocycle at ./compiler/abstractinterpretation.jl:2957

_typeinf at ./compiler/typeinfer.jl:246

typeinf at ./compiler/typeinfer.jl:216

typeinf_ext at ./compiler/typeinfer.jl:1058

typeinf_ext_toplevel at ./compiler/typeinfer.jl:1091

typeinf_ext_toplevel at ./compiler/typeinfer.jl:1087

jfptr_typeinf_ext_toplevel_14294.clone_1 at /home/zack/.julia/juliaup/julia-1.9.0+0.x64.linux.gnu/lib/julia/sys.so (unknown line)

_jl_invoke at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2758 [inlined]

ijl_apply_generic at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2940

jl_apply at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/julia.h:1879 [inlined]

jl_type_infer at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:320

jl_generate_fptr_impl at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/jitlayers.cpp:444

jl_compile_method_internal at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2348 [inlined]

jl_compile_method_internal at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2237

_jl_invoke at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2750 [inlined]

ijl_apply_generic at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2940

unknown function (ip: 0x7fd9d101b6df)

macro expansion at /home/zack/.julia/packages/Enzyme/EncRR/src/compiler.jl:8383 [inlined]

enzyme_call at /home/zack/.julia/packages/Enzyme/EncRR/src/compiler.jl:8082 [inlined]

AugmentedForwardThunk at /home/zack/.julia/packages/Enzyme/EncRR/src/compiler.jl:8056 [inlined]

runtime_generic_augfwd at /home/zack/.julia/packages/Enzyme/EncRR/src/compiler.jl:1127

unknown function (ip: 0x7fd8b3154148)

_jl_invoke at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2758 [inlined]

ijl_apply_generic at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2940

unknown function (ip: 0x7fd9d1bd73de)

unknown function (ip: 0x7fd9d1bd7589)

unknown function (ip: 0x7fd8b312cdaa)

_jl_invoke at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2758 [inlined]

ijl_apply_generic at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2940

jl_apply at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/julia.h:1879 [inlined]

do_apply at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/builtins.c:730

CombinedAdjointThunk at /home/zack/.julia/packages/Enzyme/EncRR/src/compiler.jl:8045

_jl_invoke at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2758 [inlined]

ijl_apply_generic at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2940

jl_apply at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/julia.h:1879 [inlined]

do_apply at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/builtins.c:730

autodiff at /home/zack/.julia/packages/Enzyme/EncRR/src/Enzyme.jl:205

_jl_invoke at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2758 [inlined]

ijl_apply_generic at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2940

jl_apply at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/julia.h:1879 [inlined]

do_apply at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/builtins.c:730

autodiff at /home/zack/.julia/packages/Enzyme/EncRR/src/Enzyme.jl:228

_jl_invoke at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2758 [inlined]

ijl_apply_generic at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2940

autodiff at /home/zack/.julia/packages/Enzyme/EncRR/src/Enzyme.jl:214 [inlined]

inplace_vjp at /home/zack/.julia/packages/SciMLSensitivity/2kCYE/src/concrete_solve.jl:16

automatic_sensealg_choice at /home/zack/.julia/packages/SciMLSensitivity/2kCYE/src/concrete_solve.jl:159

#_concrete_solve_adjoint#267 at /home/zack/.julia/packages/SciMLSensitivity/2kCYE/src/concrete_solve.jl:206

_concrete_solve_adjoint at /home/zack/.julia/packages/SciMLSensitivity/2kCYE/src/concrete_solve.jl:195 [inlined]

#_solve_adjoint#54 at /home/zack/.julia/packages/DiffEqBase/HoOGI/src/solve.jl:1388 [inlined]

_solve_adjoint at /home/zack/.julia/packages/DiffEqBase/HoOGI/src/solve.jl:1357 [inlined]

#rrule#52 at /home/zack/.julia/packages/DiffEqBase/HoOGI/src/solve.jl:1341 [inlined]

rrule at /home/zack/.julia/packages/DiffEqBase/HoOGI/src/solve.jl:1337 [inlined]

rrule at /home/zack/.julia/packages/ChainRulesCore/0t04l/src/rules.jl:140 [inlined]

chain_rrule_kw at /home/zack/.julia/packages/Zygote/JeHtr/src/compiler/chainrules.jl:235 [inlined]

macro expansion at /home/zack/.julia/packages/Zygote/JeHtr/src/compiler/interface2.jl:101 [inlined]

_pullback at /home/zack/.julia/packages/Zygote/JeHtr/src/compiler/interface2.jl:101 [inlined]

_apply at ./boot.jl:838 [inlined]

adjoint at /home/zack/.julia/packages/Zygote/JeHtr/src/lib/lib.jl:203 [inlined]

_pullback at /home/zack/.julia/packages/ZygoteRules/OgCVT/src/adjoint.jl:66 [inlined]

_pullback at /home/zack/.julia/packages/DiffEqBase/HoOGI/src/solve.jl:882 [inlined]

_pullback at /home/zack/.julia/packages/Zygote/JeHtr/src/compiler/interface2.jl:0

unknown function (ip: 0x7fd8c39e6472)

_jl_invoke at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2758 [inlined]

ijl_apply_generic at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2940

jl_apply at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/julia.h:1879 [inlined]

do_apply at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/builtins.c:730

_jl_invoke at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2758 [inlined]

ijl_apply_generic at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2940

jl_apply at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/julia.h:1879 [inlined]

do_apply at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/builtins.c:730

_apply at ./boot.jl:838

adjoint at /home/zack/.julia/packages/Zygote/JeHtr/src/lib/lib.jl:203 [inlined]

_pullback at /home/zack/.julia/packages/ZygoteRules/OgCVT/src/adjoint.jl:66 [inlined]

_pullback at /home/zack/.julia/packages/DiffEqBase/HoOGI/src/solve.jl:872 [inlined]

_pullback at /home/zack/.julia/packages/Zygote/JeHtr/src/compiler/interface2.jl:0

unknown function (ip: 0x7fd8c39dddc2)

_jl_invoke at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2758 [inlined]

ijl_apply_generic at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2940

_pullback at /home/zack/src/mvp_missing_physics_zygote/missing_physics_larger.jl:66 [inlined]

_pullback at /home/zack/.julia/packages/Zygote/JeHtr/src/compiler/interface2.jl:0

unknown function (ip: 0x7fd8c398ee22)

_jl_invoke at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2758 [inlined]

ijl_apply_generic at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2940

_pullback at /home/zack/src/mvp_missing_physics_zygote/missing_physics_larger.jl:65 [inlined]

_pullback at /home/zack/.julia/packages/Zygote/JeHtr/src/compiler/interface2.jl:0

_pullback at /home/zack/src/mvp_missing_physics_zygote/missing_physics_larger.jl:71 [inlined]

_pullback at /home/zack/.julia/packages/Zygote/JeHtr/src/compiler/interface2.jl:0

_pullback at /home/zack/src/mvp_missing_physics_zygote/missing_physics_larger.jl:86 [inlined]

_pullback at /home/zack/.julia/packages/Zygote/JeHtr/src/compiler/interface2.jl:0

_apply at ./boot.jl:838 [inlined]

adjoint at /home/zack/.julia/packages/Zygote/JeHtr/src/lib/lib.jl:203 [inlined]

_pullback at /home/zack/.julia/packages/ZygoteRules/OgCVT/src/adjoint.jl:66 [inlined]

_pullback at /home/zack/.julia/packages/SciMLBase/0XOAI/src/scimlfunctions.jl:3626 [inlined]

_pullback at /home/zack/.julia/packages/Zygote/JeHtr/src/compiler/interface2.jl:0

unknown function (ip: 0x7fd8c398a0f6)

_jl_invoke at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2758 [inlined]

ijl_apply_generic at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2940

jl_apply at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/julia.h:1879 [inlined]

do_apply at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/builtins.c:730

_jl_invoke at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2758 [inlined]

ijl_apply_generic at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2940

jl_apply at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/julia.h:1879 [inlined]

do_apply at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/builtins.c:730

_apply at ./boot.jl:838

adjoint at /home/zack/.julia/packages/Zygote/JeHtr/src/lib/lib.jl:203 [inlined]

_pullback at /home/zack/.julia/packages/ZygoteRules/OgCVT/src/adjoint.jl:66 [inlined]

_pullback at /home/zack/.julia/packages/Optimization/q952d/ext/OptimizationZygoteExt.jl:13 [inlined]

_pullback at /home/zack/.julia/packages/Zygote/JeHtr/src/compiler/interface2.jl:0

unknown function (ip: 0x7fd8c3983726)

_jl_invoke at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2758 [inlined]

ijl_apply_generic at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2940

jl_apply at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/julia.h:1879 [inlined]

do_apply at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/builtins.c:730

_jl_invoke at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2758 [inlined]

ijl_apply_generic at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2940

jl_apply at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/julia.h:1879 [inlined]

do_apply at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/builtins.c:730

_apply at ./boot.jl:838

adjoint at /home/zack/.julia/packages/Zygote/JeHtr/src/lib/lib.jl:203 [inlined]

_pullback at /home/zack/.julia/packages/ZygoteRules/OgCVT/src/adjoint.jl:66 [inlined]

_pullback at /home/zack/.julia/packages/Optimization/q952d/ext/OptimizationZygoteExt.jl:17 [inlined]

_pullback at /home/zack/.julia/packages/Zygote/JeHtr/src/compiler/interface2.jl:0

unknown function (ip: 0x7fd8c3980876)

_jl_invoke at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2758 [inlined]

ijl_apply_generic at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2940

pullback at /home/zack/.julia/packages/Zygote/JeHtr/src/compiler/interface.jl:44

pullback at /home/zack/.julia/packages/Zygote/JeHtr/src/compiler/interface.jl:42 [inlined]

gradient at /home/zack/.julia/packages/Zygote/JeHtr/src/compiler/interface.jl:96

#2 at /home/zack/.julia/packages/Optimization/q952d/ext/OptimizationZygoteExt.jl:15

unknown function (ip: 0x7fd8c39804a6)

_jl_invoke at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2758 [inlined]

ijl_apply_generic at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2940

jl_apply at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/julia.h:1879 [inlined]

do_apply at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/builtins.c:730

macro expansion at /home/zack/.julia/packages/OptimizationOptimisers/FWIuf/src/OptimizationOptimisers.jl:31 [inlined]

macro expansion at /home/zack/.julia/packages/Optimization/q952d/src/utils.jl:37 [inlined]

#__solve#1 at /home/zack/.julia/packages/OptimizationOptimisers/FWIuf/src/OptimizationOptimisers.jl:30

__solve at /home/zack/.julia/packages/OptimizationOptimisers/FWIuf/src/OptimizationOptimisers.jl:7 [inlined]

__solve at /home/zack/.julia/packages/OptimizationOptimisers/FWIuf/src/OptimizationOptimisers.jl:7 [inlined]

#solve#553 at /home/zack/.julia/packages/SciMLBase/0XOAI/src/solve.jl:86 [inlined]

solve at /home/zack/.julia/packages/SciMLBase/0XOAI/src/solve.jl:80

unknown function (ip: 0x7fd8c393f56d)

_jl_invoke at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2758 [inlined]

ijl_apply_generic at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2940

jl_apply at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/julia.h:1879 [inlined]

do_call at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/interpreter.c:126

eval_value at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/interpreter.c:226

eval_stmt_value at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/interpreter.c:177 [inlined]

eval_body at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/interpreter.c:624

jl_interpret_toplevel_thunk at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/interpreter.c:762

jl_toplevel_eval_flex at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/toplevel.c:912

jl_toplevel_eval_flex at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/toplevel.c:856

ijl_toplevel_eval_in at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/toplevel.c:971

eval at ./boot.jl:370 [inlined]

include_string at ./loading.jl:1864

_jl_invoke at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2758 [inlined]

ijl_apply_generic at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2940

_include at ./loading.jl:1924

include at ./Base.jl:457

jfptr_include_43521.clone_1 at /home/zack/.julia/juliaup/julia-1.9.0+0.x64.linux.gnu/lib/julia/sys.so (unknown line)

_jl_invoke at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2758 [inlined]

ijl_apply_generic at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2940

exec_options at ./client.jl:307

_start at ./client.jl:522

jfptr__start_37386.clone_1 at /home/zack/.julia/juliaup/julia-1.9.0+0.x64.linux.gnu/lib/julia/sys.so (unknown line)

_jl_invoke at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2758 [inlined]

ijl_apply_generic at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gf.c:2940

jl_apply at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/julia.h:1879 [inlined]

true_main at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/jlapi.c:573

jl_repl_entrypoint at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/jlapi.c:717

main at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/cli/loader_exe.c:59

unknown function (ip: 0x7fd9d2429d8f)

__libc_start_main at /lib/x86_64-linux-gnu/libc.so.6 (unknown line)

unknown function (ip: 0x401098)

Allocations: 280217385 (Pool: 280138940; Big: 78445); GC: 391

Segmentation fault (core dumped)

zack@hubble:~/src/mvp_missing_physics_zygote$ julia --project=. missing_physics_larger.jl┌ Warning: Using fallback BLAS replacements, performance may be degraded

└ @ Enzyme.Compiler ~/.julia/packages/GPUCompiler/cy24l/src/utils.jl:56



[1433292] signal (11.1): Segmentation fault

in expression starting at /home/zack/src/mvp_missing_physics_zygote/missing_physics_larger.jl:89

gc_mark_loop at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gc.c:2819

_jl_gc_collect at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gc.c:3400

ijl_gc_collect at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gc.c:3707

maybe_collect at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gc.c:1078 [inlined]

jl_gc_pool_alloc_inner at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gc.c:1443 [inlined]

jl_gc_pool_alloc_noinline at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gc.c:1504 [inlined]

jl_gc_alloc_ at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/julia_internal.h:460 [inlined]

jl_gc_alloc at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/gc.c:3754

_new_array_ at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/array.c:134

ijl_array_copy at /cache/build/default-amdci4-0/julialang/julia-release-1-dot-9/src/array.c:1181

copy at ./array.jl:365 [inlined]

update_bbstate! at ./compiler/abstractinterpretation.jl:2694 [inlined]

typeinf_local at ./compiler/abstractinterpretation.jl:2910

typeinf_nocycle at ./compiler/abstractinterpretation.jl:2957

_typeinf at ./compiler/typeinfer.jl:246

typeinf at ./compiler/typeinfer.jl:216

abstract_call_method_with_const_args at ./compiler/abstractinterpretation.jl:1008

```