Message: train Time in 10000 calls to Function.__call__: 7.171231e+00s Time in Function.fn.__call__: 6.686692e+00s (93.243%) Time in thunks: 6.511275e+00s (90.797%) Total compile time: 6.550491e-01s
- Theano Optimizer time: 5.976810e-01s
- Theano validate time: 1.260662e-02s
Theano Linker time (includes C, CUDA code generation/compiling): 2.649593e-02s
Class — <% time> <sum %> <apply time> <time per call> <type> <#call> <#apply> <Class name>
87.0% 87.0% 5.665s 2.83e-04s C 20000 2 <class ‘theano.tensor.blas_c.CGemv’> 11.5% 98.4% 0.746s 7.46e-06s C 100000 10 <class ‘theano.tensor.elemwise.Elemwise’>
0.7% 99.1% 0.045s 2.27e-06s C 20000 2 <class ‘theano.tensor.basic.Alloc’> 0.5% 99.6% 0.030s 1.01e-06s C 30000 3 <class ‘theano.tensor.elemwise.DimShuffle’> 0.2% 99.8% 0.013s 1.34e-06s C 10000 1 <class ‘theano.tensor.elemwise.Sum’> 0.2% 100.0% 0.012s 6.00e-07s C 20000 2 <class ‘theano.tensor.opt.Shape_i’> ... (remaining 0 Classes account for 0.00%(0.00s) of the runtime)
51.0% 51.0% 3.319s 3.32e-04s 10000 7 CGemv{inplace}(Alloc.0, TensorConstant{1.0}, x, w, TensorConstant{0.0}) 36.0% 87.0% 2.345s 2.35e-04s 10000 18 CGemv{inplace}(w, TensorConstant{-0.1}, x.T, Elemwise{Composite{[Composite{[Compo
6.9% 93.9% 0.452s 4.52e-05s 10000 13 Elemwise{Composite{[Composite{[Composite{[sub(mul(i0, i1), neg(i2))]}(i0, scalar_ 1.8% 95.7% 0.116s 1.16e-05s 10000 16 Elemwise{Composite{[Composite{[Composite{[Composite{[mul(i0, add(i1, i2))]}(i0, n 1.7% 97.4% 0.109s 1.09e-05s 10000 14 Elemwise{ScalarSigmoid{output_types_preference=transfer_type{0}}}[(0, 0)](Elemwis 0.5% 97.9% 0.031s 3.13e-06s 10000 12 Alloc(Elemwise{inv,no_inplace}.0, Shape_i{0}.0) 0.2% 98.1% 0.015s 1.50e-06s 10000 4 Elemwise{sub,no_inplace}(TensorConstant{(1,) of 1.0}, y) 0.2% 98.3% 0.014s 1.42e-06s 10000 15 Elemwise{gt,no_inplace}(Elemwise{ScalarSigmoid{output_types_preference=transfer_t 0.2% 98.5% 0.014s 1.40e-06s 10000 5 Alloc(TensorConstant{0.0}, Shape_i{0}.0) 0.2% 98.7% 0.013s 1.34e-06s 10000 17 Sum(Elemwise{Composite{[Composite{[Composite{[Composite{[mul(i0, add(i1, i2))]}(i 0.2% 98.9% 0.013s 1.33e-06s 10000 0 InplaceDimShuffle{x}(b) 0.2% 99.1% 0.013s 1.29e-06s 10000 11 Elemwise{neg,no_inplace}(Elemwise{Composite{[sub(neg(i0), i1)]}}[(0, 0)].0) 0.2% 99.3% 0.010s 9.84e-07s 10000 2 InplaceDimShuffle{1,0}(x) 0.1% 99.4% 0.010s 9.58e-07s 10000 9 Elemwise{Composite{[sub(neg(i0), i1)]}}[(0, 0)](CGemv{inplace}.0, InplaceDimShuff 0.1% 99.6% 0.007s 7.11e-07s 10000 6 InplaceDimShuffle{x}(Shape_i{0}.0) 0.1% 99.7% 0.007s 6.95e-07s 10000 8 Elemwise{Cast{float64}}(InplaceDimShuffle{x}.0) 0.1% 99.8% 0.006s 6.18e-07s 10000 1 Shape_i{0}(x) 0.1% 99.8% 0.006s 5.82e-07s 10000 3 Shape_i{0}(y) 0.1% 99.9% 0.005s 5.46e-07s 10000 10 Elemwise{inv,no_inplace}(Elemwise{Cast{float64}}.0) 0.1% 100.0% 0.005s 4.88e-07s 10000 19 Elemwise{Composite{[sub(i0, mul(i1, i2))]}}[(0, 0)](b, TensorConstant{0.1}, Sum.0 ... (remaining 0 Apply instances account for 0.00%(0.00s) of the runtime)
Message: predict Time in 1 calls to Function.__call__: 4.870892e-04s Time in Function.fn.__call__: 4.608631e-04s (94.616%) Time in thunks: 4.491806e-04s (92.217%) Total compile time: 7.993293e-02s
- Theano Optimizer time: 7.383800e-02s
- Theano validate time: 2.010584e-03s
Theano Linker time (includes C, CUDA code generation/compiling): 4.319906e-03s
Class — <% time> <sum %> <apply time> <time per call> <type> <#call> <#apply> <Class name>
- 94.2% 94.2% 0.000s 4.23e-04s C 1 1 <class ‘theano.tensor.blas_c.CGemv’>
- 4.0% 98.2% 0.000s 1.81e-05s C 1 1 <class ‘theano.tensor.elemwise.Elemwise’> 0.7% 98.9% 0.000s 3.10e-06s C 1 1 <class ‘theano.tensor.basic.Alloc’> 0.6% 99.5% 0.000s 2.86e-06s C 1 1 <class ‘theano.tensor.elemwise.DimShuffle’> 0.5% 100.0% 0.000s 2.15e-06s C 1 1 <class ‘theano.tensor.opt.Shape_i’> ... (remaining 0 Classes account for 0.00%(0.00s) of the runtime)
Message: Sum of all printed profiles at exit Time in 10001 calls to Function.__call__: 7.171718e+00s Time in Function.fn.__call__: 6.687153e+00s (93.243%) Time in thunks: 6.511724e+00s (90.797%) Total compile time: 7.349820e-01s
- Theano Optimizer time: 6.715190e-01s
- Theano validate time: 1.461720e-02s
Theano Linker time (includes C, CUDA code generation/compiling): 3.081584e-02s
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