Cannot load any ONNX models - 28 tests fail #43
Description
Hi,
I am using Julia 1.5.0-beta1.0 and am encountering the following when trying to run the tests:
Test threw exception
Expression: ≈(((ONNX.ops[Symbol(get_optype(read_model(filename)))])(get_dict(read_model(filename)), ip...) |> syntax) |> eval, op_expected, atol = 0.001)
syntax: unexpected semicolon in tuple
Stacktrace:
[1] top-level scope at none:1
[2] eval at ./boot.jl:331 [inlined]
[3] eval(::Expr) at ./client.jl:467
[4] |>(::Expr, ::typeof(eval)) at ./operators.jl:834
[5] main_test(::String, ::Array{Float32,2}, ::Array{Float32,2}) at /home/xxx/.julia/packages/ONNX/iz0dL/test/ops_tests.jl:114
[6] top-level scope at /home/xxx/.julia/packages/ONNX/iz0dL/test/conversions.jl:5
[7] include(::String) at ./client.jl:457
[8] top-level scope at /home/xxx/.julia/packages/ONNX/iz0dL/test/runtests.jl:8
[9] top-level scope at /buildworker/worker/package_linux64/build/usr/share/julia/stdlib/v1.5/Test/src/Test.jl:1114
[10] top-level scope at /home/xxx/.julia/packages/ONNX/iz0dL/test/runtests.jl:8
......
Test Summary: | Error Total
ONNX | 28 28
ERROR: LoadError: Some tests did not pass: 0 passed, 0 failed, 28 errored, 0 broken.
All errors are the same.
Furthermore (and not sure if related) I cannot load any pre-trained models, they all fail, here is on ResNet:
julia> using Flux, ONNX
julia> ONNX.load_model("resnet101-v1-7.onnx")
ERROR: cannot read wire type 2 as int64
Stacktrace:
[1] error(::String) at ./error.jl:33
[2] read_field(::IOStream, ::ONNX.Proto.ModelProto, ::ProtoBuf.ProtoMetaAttribs, ::UInt64, ::Nothing) at /home/xxx/.julia/packages/ProtoBuf/JY3fQ/src/codec.jl:470
[3] readproto(::IOStream, ::ONNX.Proto.ModelProto, ::ProtoBuf.ProtoMeta) at /home/xxx/.julia/packages/ProtoBuf/JY3fQ/src/codec.jl:502
[4] readproto(::IOStream, ::ONNX.Proto.ModelProto) at /home/xxx/.julia/packages/ProtoBuf/JY3fQ/src/codec.jl:486
[5] rawproto at /home/xxx/.julia/packages/ONNX/iz0dL/src/convert.jl:3 [inlined]
[6] open(::typeof(ONNX.rawproto), ::String; kwargs::Base.Iterators.Pairs{Union{},Union{},Tuple{},NamedTuple{(),Tuple{}}}) at ./io.jl:325
[7] open at ./io.jl:323 [inlined]
[8] rawproto at /home/xxx/.julia/packages/ONNX/iz0dL/src/convert.jl:4 [inlined]
[9] write_weights(::String) at /home/xxx/.julia/packages/ONNX/iz0dL/src/convert.jl:204
[10] load_model(::String) at /home/xxx/.julia/packages/ONNX/iz0dL/src/convert.jl:249
[11] top-level scope at REPL[2]:1
and even my own super simple 3 layer MLP fails with yet another different msg, though I can see that layers.0.weight is in the file:
ERROR: KeyError: key "layers.0.weight" not found
Stacktrace:
[1] getindex at ./dict.jl:467 [inlined]
[2] (::ONNX.var"#120#122"{Dict{String,IVertex}})(::String) at /home/xxx/.julia/packages/ONNX/iz0dL/src/graph/graph.jl:57
[3] iterate at ./generator.jl:47 [inlined]
[4] collect_to!(::Array{IVertex,1}, ::Base.Generator{Array{AbstractString,1},ONNX.var"#120#122"{Dict{String,IVertex}}}, ::Int64, ::Int64) at ./array.jl:734
[5] collect_to_with_first! at ./array.jl:712 [inlined]
[6] _collect(::Array{AbstractString,1}, ::Base.Generator{Array{AbstractString,1},ONNX.var"#120#122"{Dict{String,IVertex}}}, ::Base.EltypeUnknown, ::Base.HasShape{1}) at ./array.jl:706
[7] collect_similar(::Array{AbstractString,1}, ::Base.Generator{Array{AbstractString,1},ONNX.var"#120#122"{Dict{String,IVertex}}}) at ./array.jl:630
[8] map(::Function, ::Array{AbstractString,1}) at ./abstractarray.jl:2145
[9] _graph(::ONNX.Types.Graph) at /home/xxx/.julia/packages/ONNX/iz0dL/src/graph/graph.jl:57
[10] graph(::ONNX.Types.Graph) at /home/xxx/.julia/packages/ONNX/iz0dL/src/graph/graph.jl:92
[11] code(::ONNX.Types.Graph) at /home/xxx/.julia/packages/ONNX/iz0dL/src/graph/graph.jl:100
[12] write_julia_file(::String) at /home/xxx/.julia/packages/ONNX/iz0dL/src/convert.jl:235
[13] load_model(::String) at /home/xxx/.julia/packages/ONNX/iz0dL/src/convert.jl:250
[14] top-level scope at REPL[2]:1
Any advice to make this work?