Speed up test times 🚀 #1124
Description
If you are motivated to help speed up some tests, we would appreciate it!
Here are some of the slowest test times:
(8 minutes 49 seconds) ubuntu-latest test py3.13 : fast-compile 0 : float32 0 : tests/scan
============================= slowest 50 durations =============================
33.83s call tests/scan/test_basic.py::TestScan::test_second_derivative_disconnected_cost_with_mit_mot
23.39s call tests/scan/test_basic.py::TestScan::test_grad_multiple_outs_taps_backwards
21.50s call tests/scan/test_basic.py::TestScan::test_grad_mitsot
17.92s call tests/scan/test_basic.py::TestScan::test_R_op[False]
17.18s call tests/scan/test_basic.py::TestExamples::test_grad_multiple_outs_some_disconnected
16.44s call tests/scan/test_basic.py::TestScan::test_R_op[True]
16.19s call tests/scan/test_basic.py::TestScan::test_R_op_2[False]
15.40s call tests/scan/test_rewriting.py::TestPushOutNonSeqScan::test_pushout_seqs
14.46s call tests/scan/test_rewriting.py::TestPushOutAddScan::test_machine_translation
13.63s call tests/scan/test_checkpoints.py::TestScanCheckpoint::test_backward_pass
13.35s call tests/scan/test_basic.py::TestScan::test_R_op_2[True]
10.34s call tests/scan/test_basic.py::TestScan::test_grad_dtype_change
9.47s call tests/scan/test_basic.py::TestScan::test_grad_of_grad_of_state
8.67s call tests/scan/test_basic.py::TestScan::test_grad_multiple_outs
7.44s call tests/scan/test_basic.py::TestScan::test_grad_multiple_taps_state
7.25s call tests/scan/test_basic.py::TestScan::test_grad_one_output
6.78s call tests/scan/test_basic.py::test_compute_test_value_grad
6.67s call tests/scan/test_basic.py::TestExamples::test_default_value_broadcasted
6.54s call tests/scan/test_checkpoints.py::TestScanCheckpoint::test_forward_pass
6.45s call tests/scan/test_basic.py::TestScan::test_grad_multiple_outs_taps
6.43s call tests/scan/test_basic.py::TestScan::test_shared_arguments_with_updates
6.20s call tests/scan/test_basic.py::TestExamples::test_grad_multiple_outs_some_disconnected_2
5.96s call tests/scan/test_basic.py::TestScan::test_inner_grad
5.65s call tests/scan/test_rewriting.py::TestSaveMem::test_save_mem_store_steps
5.12s call tests/scan/test_basic.py::TestGradUntil::test_grad_until_and_truncate_sequence_taps
5.10s call tests/scan/test_basic.py::TestScan::test_inner_graph_cloning[default_rng]
5.05s call tests/scan/test_basic.py::TestGradUntil::test_grad_until_ndim_greater_one
5.03s call tests/scan/test_basic.py::TestScan::test_grad_multiple_outs_some_uncomputable
4.71s call tests/scan/test_basic.py::test_compute_test_values
4.35s call tests/scan/test_basic.py::TestScan::test_grad_multiple_seqs_different_nsteps
4.12s call tests/scan/test_rewriting.py::TestSaveMem::test_savemem_opt_0_step
3.89s call tests/scan/test_basic.py::TestScan::test_grad_duplicate_outputs
3.83s call tests/scan/test_basic.py::TestGradUntil::test_grad_until
3.52s call tests/scan/test_basic.py::TestScan::test_grad_sitsot
3.40s call tests/scan/test_basic.py::TestScan::test_non_shaped_input_disconnected_gradient[inside-explicit]
3.29s call tests/scan/test_basic.py::TestExamples::test_gibbs_chain
3.17s call tests/scan/test_basic.py::test_compute_test_value_grad_cast
3.13s call tests/scan/test_rewriting.py::TestScanInplaceOptimizer::test_simple_rnn_2
2.99s call tests/scan/test_rewriting.py::TestSaveMem::test_while_scan_taps
2.98s call tests/scan/test_basic.py::TestScan::test_only_nonseq_inputs
2.71s call tests/scan/test_basic.py::TestExamples::test_same
2.57s call tests/scan/test_basic.py::TestScan::test_grad_multiple_outs_some_truncate
2.48s call tests/scan/test_basic.py::TestScan::test_grad_wrt_shared
2.00s call tests/scan/test_basic.py::TestExamples::test_not_working_infer_shape
1.99s call tests/scan/test_basic.py::TestExamples::test_infer_shape_remove_stuff
1.97s call tests/scan/test_rewriting.py::TestSaveMem::test_save_mem_reduced_number_of_steps
1.96s call tests/scan/test_rewriting.py::TestRemoveConstantsAndUnusedInputsScan::test_remove_constants_and_unused_inputs_scan_seqs
1.93s call tests/scan/test_basic.py::TestExamples::test_return_steps
1.92s call tests/scan/test_basic.py::TestExamples::test_past_future_taps_shared
1.79s call tests/scan/test_basic.py::TestGradUntil::test_grad_until_and_truncate
=========================== short test summary info ============================
(14 minutes 46 seconds) ubuntu-latest test py3.13 : fast-compile 0 : float32 0 : tests/tensor/test_math.py
============================= slowest 50 durations =============================
158.42s call tests/tensor/test_math.py::TestSumProdReduceDtype::test_reduce_custom_dtype
73.68s call tests/tensor/test_math.py::TestProdWithoutZerosDtype::test_prod_without_zeros_custom_dtype
32.14s call tests/tensor/test_math.py::TestProdWithoutZerosDtype::test_prod_without_zeros_custom_acc_dtype
27.74s call tests/tensor/test_math.py::TestMaxAndArgmax::test_grad
15.86s call tests/tensor/test_math.py::test_var
15.56s call tests/tensor/test_math.py::TestSumProdReduceDtype::test_reduce_default_dtype
13.81s call tests/tensor/test_math.py::TestPowBroadcast::test_grad
12.68s call tests/tensor/test_math.py::TestTensordot::test_basic
12.11s call tests/tensor/test_math.py::TestAddBroadcast::test_good
10.80s call tests/tensor/test_math.py::TestComparison::test_isclose
9.99s call tests/tensor/test_math.py::TestProd::test_verify_grad
9.58s call tests/tensor/test_math.py::TestMulBroadcast::test_good
9.05s call tests/tensor/test_math.py::TestArctan2Broadcast::test_grad
8.76s call tests/tensor/test_math.py::TestSubBroadcast::test_grad
8.36s call tests/tensor/test_math.py::TestArctan2Broadcast::test_good
8.20s call tests/tensor/test_math.py::TestSubBroadcast::test_good
7.57s call tests/tensor/test_math.py::TestModBroadcast::test_good
6.95s call tests/tensor/test_math.py::TestMaximumBroadcast::test_grad
6.95s call tests/tensor/test_math.py::TestMinimumBroadcast::test_grad
6.90s call tests/tensor/test_math.py::TestCeilIntDivBroadcast::test_good
6.85s call tests/tensor/test_math.py::TestClip1::test_good
6.81s call tests/tensor/test_math.py::TestProd::test_prod_no_zeros_in_input
6.75s call tests/tensor/test_math.py::TestTrueDivBroadcast::test_good
6.71s call tests/tensor/test_math.py::TestTrueDivBroadcast::test_grad
6.59s call tests/tensor/test_math.py::TestModBroadcast::test_grad
6.55s call tests/tensor/test_math.py::TestMaximumBroadcast::test_good
6.53s call tests/tensor/test_math.py::TestMinimumBroadcast::test_good
6.45s call tests/tensor/test_math.py::TestMulBroadcast::test_grad
6.04s call tests/tensor/test_math.py::TestProd::test_other_grad_tests
6.00s call tests/tensor/test_math.py::TestClip2::test_clip_repeat_verify_grad
5.62s call tests/tensor/test_math.py::TestProdWithoutZerosDtype::test_prod_without_zeros_default_acc_dtype
5.54s call tests/tensor/test_math.py::TestMinMax::test_grad_min
5.44s call tests/tensor/test_math.py::TestOuter::test_grad
4.86s call tests/tensor/test_math.py::TestDenseDot::test_good
4.74s call tests/tensor/test_math.py::TestPowBroadcast::test_good
4.47s call tests/tensor/test_math.py::TestMeanDtype::test_mean_default_dtype
4.16s call tests/tensor/test_math.py::TestAdd::test_complex_all_ops
4.16s call tests/tensor/test_math.py::TestSqrBroadcast::test_good
4.10s call tests/tensor/test_math.py::TestOuter::test_outer
4.02s call tests/tensor/test_math.py::TestAbsBroadcast::test_good
3.85s call tests/tensor/test_math.py::TestDivimpl::test_impls
3.68s call tests/tensor/test_math.py::test_cov
3.30s call tests/tensor/test_math.py::TestInvBroadcast::test_good
3.27s call tests/tensor/test_math.py::TestDeg2radBroadcast::test_good
3.27s call tests/tensor/test_math.py::TestRad2degBroadcast::test_good
3.21s call tests/tensor/test_math.py::TestCoshBroadcast::test_good
3.21s call tests/tensor/test_math.py::TestSinhBroadcast::test_good
3.21s call tests/tensor/test_math.py::TestCeilBroadcast::test_good
3.20s call tests/tensor/test_math.py::TestArctanBroadcast::test_good
3.20s call tests/tensor/test_math.py::TestTanhBroadcast::test_good
=========================== short test summary info ============================
(10 minutes 21 seconds) ubuntu-latest test py3.13 : fast-compile 0 : float32 0 : tests/tensor/test_blas.py tests/tensor/test_elemwise.py tests/tensor/test_math_scipy.py
============================= slowest 50 durations =============================
146.94s call tests/tensor/test_elemwise.py::TestCAReduce::test_c
47.64s call tests/tensor/test_blas.py::TestGemmNoFlags::test_gemm
22.32s call tests/tensor/test_math_scipy.py::TestGammaIncBroadcast::test_grad
18.90s call tests/tensor/test_blas.py::test_dot22scalar
15.57s call tests/tensor/test_elemwise.py::TestCAReduce::test_perform
12.52s call tests/tensor/test_math_scipy.py::TestBetaincBroadcast::test_grad
8.16s call tests/tensor/test_elemwise.py::TestCAReduce::test_c_noopt
7.88s call tests/tensor/test_math_scipy.py::TestBetaIncGrad::test_stan_grad_partial
7.23s call tests/tensor/test_math_scipy.py::TestGammaInccBroadcast::test_grad
7.23s call tests/tensor/test_math_scipy.py::test_gammainc_ddk_tabulated_values
6.82s call tests/tensor/test_elemwise.py::TestCAReduce::test_perform_nan
6.53s call tests/tensor/test_blas.py::test_local_dot22_to_dot22scalar
6.27s call tests/tensor/test_math_scipy.py::TestHyp2F1Broadcast::test_grad
6.25s call tests/tensor/test_blas.py::test_dot22scalar_cast
6.20s call tests/tensor/test_elemwise.py::TestBroadcast::test_c
5.56s call tests/tensor/test_math_scipy.py::TestBetaincInplaceBroadcast::test_grad
5.19s call tests/tensor/test_blas.py::test_dot_w_self
5.01s call tests/tensor/test_elemwise.py::TestElemwise::test_infer_shape
4.94s call tests/tensor/test_elemwise.py::TestBroadcast::test_c_inplace
4.62s call tests/tensor/test_elemwise.py::TestCAReduce::test_infer_shape
4.49s call tests/tensor/test_math_scipy.py::TestChi2SFBroadcast::test_good
4.36s call tests/tensor/test_math_scipy.py::TestErfcxBroadcast::test_grad
4.33s call tests/tensor/test_blas.py::TestBlasStrides::test_gemm
4.27s call tests/tensor/test_math_scipy.py::TestHyp2F1Grad::test_hyp2f1_grad_stan_cases
4.17s call tests/tensor/test_math_scipy.py::TestErfBroadcast::test_grad
4.04s call tests/tensor/test_blas.py::test_batched_tensordot
3.89s call tests/tensor/test_blas.py::test_gemm_opt0
3.59s call tests/tensor/test_math_scipy.py::TestGammalnBroadcast::test_good
3.53s call tests/tensor/test_math_scipy.py::TestGammalnInplaceBroadcast::test_good
3.18s call tests/tensor/test_math_scipy.py::TestErfBroadcast::test_good
2.90s call tests/tensor/test_elemwise.py::TestCAReduce::test_c_nan
2.80s call tests/tensor/test_blas.py::test_gemm_nested
2.80s call tests/tensor/test_blas.py::TestGemm::test_non_contiguous
2.71s call tests/tensor/test_blas.py::test_upcasting_scalar_nogemm
2.70s call tests/tensor/test_blas.py::test_gemm_opt_vector_stuff
2.47s call tests/tensor/test_math_scipy.py::TestErfcBroadcast::test_grad
2.44s call tests/tensor/test_blas.py::test_gemm_unrolled
2.44s call tests/tensor/test_math_scipy.py::TestSigmoidInplaceBroadcast::test_grad
2.42s call tests/tensor/test_math_scipy.py::TestErfcxBroadcast::test_good
2.41s call tests/tensor/test_math_scipy.py::TestSoftplusInplaceBroadcast::test_grad
2.22s call tests/tensor/test_math_scipy.py::TestBetaIncGrad::test_boik_robison_cox
2.18s call tests/tensor/test_elemwise.py::TestDimShuffle::test_c_or_py
2.14s call tests/tensor/test_blas.py::TestBatchedDot::test_grad
2.06s call tests/tensor/test_blas.py::TestGer::test_c64_7_1
2.05s call tests/tensor/test_math_scipy.py::TestErfcxInplaceBroadcast::test_good
1.99s call tests/tensor/test_math_scipy.py::TestHyp2F1Grad::test_unused_grad_loop_opt[wrt4]
1.97s call tests/tensor/test_blas.py::TestGemm::test_basic_4
1.89s call tests/tensor/test_blas.py::TestBlasStrides::test_dot22scalar
1.85s call tests/tensor/test_math_scipy.py::TestHyp2F1Grad::test_unused_grad_loop_opt[wrt5]
1.83s call tests/tensor/test_math_scipy.py::TestHyp2F1Grad::test_unused_grad_loop_opt[wrt3]
=========================== short test summary info ============================
(15 minutes 9 seconds) ubuntu-latest test py3.13 : fast-compile 0 : float32 0 : tests/tensor --ignore=tests/tensor/rewriting --ignore=tests/tensor/test_math.py --ignore=tests/tensor/test_basic.py --ignore=tests/tensor/test_inplace.py --ignore=tests/tensor/conv --ignore=tests/tensor/test_blas.py --ignore=tests/tensor/test_elemwise.py --ignore=tests/tensor/test_math_scipy.py
============================= slowest 50 durations =============================
35.85s call tests/tensor/test_subtensor.py::TestSubtensor::test_shape_i_const
26.02s call tests/tensor/test_blockwise.py::TestCholesky::test_grad
20.93s call tests/tensor/test_optimize.py::test_minimize_vector_x[Newton-CG]
12.57s call tests/tensor/test_subtensor.py::TestSubtensor::test_grad_list
10.05s call tests/tensor/test_casting.py::TestCasting::test_convert_to_complex
8.29s call tests/tensor/test_optimize.py::test_root_system_of_equations
7.69s call tests/tensor/test_blockwise.py::TestSolveVector::test_grad
7.07s call tests/tensor/test_blockwise.py::TestMatrixInverse::test_grad
5.97s call tests/tensor/random/rewriting/test_basic.py::test_Subtensor_lift[indices17-True-dist_op17-dist_params17-None]
5.93s call tests/tensor/test_fft.py::TestFFT::test_grad_rfft
5.87s call tests/tensor/test_subtensor.py::TestInferShape::test_IncSubtensor
5.56s call tests/tensor/random/rewriting/test_basic.py::test_Subtensor_lift[indices2-True-dist_op2-dist_params2-None]
5.51s call tests/tensor/test_extra_ops.py::TestRepeat::test_basic[int8-3]
5.35s call tests/tensor/test_blas_c.py::TestCGemvNoFlags::test_cgemv
5.11s call tests/tensor/test_subtensor.py::TestIncSubtensor::test_grad_inc_set
5.08s call tests/tensor/test_pad.py::test_nd_padding[symmetric-reflect]
5.00s call tests/tensor/test_blas_c.py::TestBlasStrides::test_gemm
4.88s call tests/tensor/test_blockwise.py::TestSolveMatrix::test_grad
4.57s call tests/tensor/test_extra_ops.py::TestCumOp::test_grad
4.54s call tests/tensor/test_subtensor.py::TestSubtensor::test_ok_list
4.47s call tests/tensor/test_blas_c.py::TestBlasStridesC::test_gemm
4.40s call tests/tensor/test_extra_ops.py::TestRavelMultiIndex::test_ravel_multi_index
4.24s call tests/tensor/test_shape.py::TestReshape::test_more_shapes
4.02s call tests/tensor/test_slinalg.py::test_solve_discrete_are_grad[True]
3.84s call tests/tensor/test_slinalg.py::test_expm_grad[nonsymmetric_complex_eig]
3.76s call tests/tensor/test_extra_ops.py::TestBinCount::test_bincountFn[int16]
3.75s call tests/tensor/test_slinalg.py::test_cholesky_grad_indef
3.74s call tests/tensor/test_nlinalg.py::TestEighFloat32::test_grad
3.72s call tests/tensor/test_extra_ops.py::TestBinCount::test_bincountFn[int32]
3.71s call tests/tensor/test_extra_ops.py::TestBinCount::test_bincountFn[int8]
3.41s call tests/tensor/test_extra_ops.py::test_cpu_contiguous
3.41s call tests/tensor/test_slinalg.py::test_solve_discrete_lyapunov_gradient[direct-matrix-float]
3.39s call tests/tensor/test_blockwise.py::test_scan_gradient_core_type
3.22s call tests/tensor/test_extra_ops.py::TestBinCount::test_bincountFn[int64]
3.21s call tests/tensor/test_fft.py::TestFFT::test_rfft_float
3.17s call tests/tensor/test_slinalg.py::test_solve_discrete_are_grad[False]
3.14s call tests/tensor/test_extra_ops.py::TestRepeat::test_basic[uint32-3]
3.09s call tests/tensor/test_pad.py::test_reflect_pad[even-symmetrical-3d square]
3.08s call tests/tensor/test_pad.py::test_reflect_pad[even-asymmetric_right-3d square]
3.06s call tests/tensor/test_pad.py::test_nd_padding[asymmetric-symmetric]
3.06s call tests/tensor/test_pad.py::test_reflect_pad[even-asymmetrical_left-3d square]
3.04s call tests/tensor/test_extra_ops.py::TestRepeat::test_basic[uint16-3]
3.04s call tests/tensor/test_extra_ops.py::TestRepeat::test_basic[uint8-3]
3.04s call tests/tensor/test_extra_ops.py::TestRepeat::test_basic[int16-3]
3.03s call tests/tensor/test_extra_ops.py::TestRepeat::test_basic[int32-3]
2.95s call tests/tensor/test_pad.py::test_nd_padding[asymmetric-reflect]
2.93s call tests/tensor/test_slinalg.py::test_solve_discrete_lyapunov[direct-matrix-complex]
2.93s call tests/tensor/test_optimize.py::test_minimize_vector_x[powell]
2.89s call tests/tensor/test_nlinalg.py::TestSvd::test_grad[batched=True-(4,3)-compute_uv=True, full_matrices=False, gradient=U]
2.87s call tests/tensor/test_xlogx.py::test_xlogy0
=========================== short test summary info ============================
(11 minutes 30 seconds) ubuntu-latest test py3.13 : fast-compile 0 : float32 0 : tests/tensor/test_basic.py tests/tensor/test_inplace.py tests/tensor/conv
============================= slowest 50 durations =============================
67.20s call tests/tensor/test_basic.py::TestSecondSameRank::test_good
43.49s call tests/tensor/conv/test_abstract_conv.py::TestAbstractConvNoOptim::test_all
31.45s call tests/tensor/test_basic.py::TestTriangle::test_tril_triu
22.71s call tests/tensor/conv/test_abstract_conv.py::TestGroupedConv3dNoOptim::test_fwd
19.64s call tests/tensor/test_basic.py::TestAllocDiag::test_alloc_diag_values
17.94s call tests/tensor/conv/test_abstract_conv.py::TestGroupedConv3dNoOptim::test_gradweights
12.29s call tests/tensor/conv/test_abstract_conv.py::TestGroupedConv3dNoOptim::test_gradinputs
11.62s call tests/tensor/test_basic.py::TestJoinAndSplit::test_roll
11.47s call tests/tensor/conv/test_abstract_conv.py::TestUnsharedConv::test_fwd
11.04s call tests/tensor/test_basic.py::TestSecondBroadcast::test_good
9.67s call tests/tensor/test_basic.py::TestNdGrid::test_mgrid_pytensor_variable_numpy_equiv
8.39s call tests/tensor/test_inplace.py::TestSubInplaceBroadcast::test_good
8.38s call tests/tensor/test_inplace.py::TestAddInplaceBroadcast::test_good
8.31s call tests/tensor/test_inplace.py::TestMulInplaceBroadcast::test_good
7.30s call tests/tensor/test_inplace.py::TestModInplaceBroadcast::test_good
7.24s call tests/tensor/test_inplace.py::TestIntDivInplaceBroadcast::test_good
6.72s call tests/tensor/test_inplace.py::TestMaximumInplaceBroadcast::test_good
6.67s call tests/tensor/test_inplace.py::TestMinimumInplaceBroadcast::test_good
6.51s call tests/tensor/conv/test_abstract_conv.py::TestUnsharedConv::test_gradinput
5.14s call tests/tensor/test_basic.py::TestJoinAndSplit::test_stack_hessian
4.57s call tests/tensor/test_inplace.py::TestTrueDivInplaceBroadcast::test_good
4.39s call tests/tensor/test_inplace.py::TestPowInplaceBroadcast::test_good
4.18s call tests/tensor/test_inplace.py::TestSqrInplaceBroadcast::test_good
4.11s call tests/tensor/test_inplace.py::TestNegInplaceBroadcast::test_good
4.11s call tests/tensor/test_basic.py::TestAllocBroadcast::test_good
4.09s call tests/tensor/test_basic.py::TestAlloc::test_alloc_constant_folding
3.90s call tests/tensor/test_inplace.py::TestArctan2InplaceBroadcast::test_good
3.74s call tests/tensor/test_basic.py::TestJoinAndSplit::test_broadcastable_flags_many_dims_and_inputs
3.61s call tests/tensor/conv/test_abstract_conv.py::TestUnsharedConv::test_gradweight
3.49s call tests/tensor/test_basic.py::TestSwitchBroadcast::test_grad
3.36s call tests/tensor/test_basic.py::TestZerosLikeBroadcast::test_good
3.31s call tests/tensor/conv/test_abstract_conv.py::TestGroupedConvNoOptim::test_gradweights
3.26s call tests/tensor/test_inplace.py::TestAbsInplaceBroadcast::test_good
3.22s call tests/tensor/test_inplace.py::TestTruncInplaceBroadcast::test_good
3.21s call tests/tensor/conv/test_abstract_conv.py::TestGroupedConvNoOptim::test_fwd
2.96s call tests/tensor/test_basic.py::TestAlloc13GradBroadcast::test_grad
2.83s call tests/tensor/test_basic.py::TestSwitchBroadcast::test_good
2.69s call tests/tensor/conv/test_abstract_conv.py::TestConvGradInputsShape::test_check_shape
2.58s call tests/tensor/conv/test_abstract_conv.py::TestGroupedConvNoOptim::test_gradinputs
2.58s call tests/tensor/test_basic.py::TestAllocDimshuffleGradBroadcast::test_grad
2.57s call tests/tensor/conv/test_abstract_conv.py::TestAssertConvShape::test_basic
2.50s call tests/tensor/test_basic.py::TestJoinAndSplit::test_broadcastable_flag_assignment_mixed_thisaxes
2.46s call tests/tensor/test_basic.py::TestTile::test_tile_grad
2.44s call tests/tensor/conv/test_abstract_conv.py::TestBilinearUpsampling::test_fractional_bilinear_upsampling
2.44s call tests/tensor/test_basic.py::TestOnesLikeBroadcast::test_good
2.43s call tests/tensor/conv/test_abstract_conv.py::TestCausalConv::test_interface
2.42s call tests/tensor/test_inplace.py::TestSgnInplaceBroadcast::test_good
2.42s call tests/tensor/conv/test_abstract_conv.py::TestBilinearUpsampling::test_bilinear_kernel_1D
2.42s call tests/tensor/test_basic.py::TestARange::test_infer_shape[custom]
2.36s call tests/tensor/test_basic.py::TestJoinAndSplit::test_join_matrix1[False]
=========================== short test summary info ============================
(8 minutes 34 seconds) ubuntu-latest test py3.13 : fast-compile 1 : float32 0 : tests/tensor/rewriting
============================= slowest 50 durations =============================
123.25s call tests/tensor/rewriting/test_subtensor.py::TestLocalSubtensorMerge::test_const4
52.34s call tests/tensor/rewriting/test_subtensor.py::TestLocalSubtensorMerge::test_none_slice
29.22s call tests/tensor/rewriting/test_elemwise.py::TestFusion::test_big_fusion
12.37s call tests/tensor/rewriting/test_subtensor.py::TestLocalSubtensorMerge::test_const3
8.95s call tests/tensor/rewriting/test_subtensor.py::TestLocalSubtensorMerge::test_const2
7.64s call tests/tensor/rewriting/test_subtensor.py::TestLocalSubtensorMerge::test_const
7.62s call tests/tensor/rewriting/test_math.py::TestLocalSumProd::test_sum_of_non_scalar_mul
6.63s call tests/tensor/rewriting/test_math.py::test_local_log_add_exp
6.18s call tests/tensor/rewriting/test_math.py::TestSigmoidRewrites::test_exp_over_1_plus_exp
4.60s call tests/tensor/rewriting/test_linalg.py::test_det_blockdiag_rewrite
4.57s call tests/tensor/rewriting/test_subtensor.py::TestLocalSubtensorMerge::test_none_index
3.86s call tests/tensor/rewriting/test_math.py::test_log1p
3.48s call tests/tensor/rewriting/test_math.py::TestLocalSumProd::test_prod_of_non_scalar_mul
3.38s call tests/tensor/rewriting/test_subtensor_lift.py::test_local_subtensor_of_alloc
3.30s call tests/tensor/rewriting/test_basic.py::TestLocalElemwiseAlloc::test_remove_alloc_wo_dimshuffle
2.96s call tests/tensor/rewriting/test_subtensor.py::TestBlockwiseIncSubtensor::test_idxs_not_vectorized[basic_idx-set-y_explicit]
2.73s call tests/tensor/rewriting/test_basic.py::TestLocalUselessIncSubtensorAlloc::test_advanced_inc_subtensor
2.64s call tests/tensor/rewriting/test_math.py::test_local_block_diag_dot_to_dot_block_diag[batched_other-batch_blockdiag-left]
2.54s call tests/tensor/rewriting/test_math.py::test_local_block_diag_dot_to_dot_block_diag[unbatched_other-batch_blockdiag-left]
2.27s call tests/tensor/rewriting/test_elemwise.py::TestFusion::test_CAReduce_single_input[sum-sum-None-floatX-cvm]
2.12s call tests/tensor/rewriting/test_math.py::test_local_merge_abs
2.09s call tests/tensor/rewriting/test_elemwise.py::TestFusion::test_test_values[test_value0]
2.08s call tests/tensor/rewriting/test_elemwise.py::TestFusion::test_CAReduce_single_input[sum-sum-axis3-floatX-cvm]
2.06s call tests/tensor/rewriting/test_basic.py::TestLocalUselessIncSubtensorAlloc::test_incsubtensor
2.06s call tests/tensor/rewriting/test_elemwise.py::TestFusion::test_CAReduce_single_input[sum-sum-0-floatX-cvm]
2.05s call tests/tensor/rewriting/test_subtensor.py::TestBlockwiseIncSubtensor::test_idxs_not_vectorized[basic_idx-inc-y_explicit]
1.96s call tests/tensor/rewriting/test_math.py::TestSigmoidRewrites::test_grad_log1msigm
1.95s call tests/tensor/rewriting/test_linalg.py::test_slogdet_specialization
1.88s call tests/tensor/rewriting/test_math.py::TestSoftplusRewrites::test_log1msigm_to_softplus
1.85s call tests/tensor/rewriting/test_linalg.py::test_det_kronecker_rewrite
1.74s call tests/tensor/rewriting/test_linalg.py::test_diag_kronecker_rewrite
1.72s call tests/tensor/rewriting/test_subtensor.py::TestLocalSubtensorMerge::test_scalar5
1.63s call tests/tensor/rewriting/test_basic.py::test_local_useless_fill
1.59s call tests/tensor/rewriting/test_math.py::test_local_mul_specialize
1.55s call tests/tensor/rewriting/test_basic.py::TestLocalUselessSwitch::test_broadcasting_2
1.54s call tests/tensor/rewriting/test_linalg.py::test_slogdet_blockdiag_rewrite
1.52s call tests/tensor/rewriting/test_math.py::test_local_pow_specialize
1.42s call tests/tensor/rewriting/test_elemwise.py::TestFusion::test_CAReduce_single_input[sum-sum-1-floatX-cvm]
1.40s call tests/tensor/rewriting/test_linalg.py::test_cholesky_diag_from_eye_mul[batched]
1.40s call tests/tensor/rewriting/test_linalg.py::test_inv_diag_from_diag[inv]
1.39s call tests/tensor/rewriting/test_subtensor.py::TestLocalSubtensorMerge::test_scalar
1.37s call tests/tensor/rewriting/test_linalg.py::test_cholesky_diag_from_eye_mul[vector]
1.36s call tests/tensor/rewriting/test_math.py::test_local_block_diag_dot_to_dot_block_diag[batched_other-batch_blockdiag-right]
1.34s call tests/tensor/rewriting/test_linalg.py::test_cholesky_diag_from_eye_mul[scalar]
1.27s call tests/tensor/rewriting/test_basic.py::test_local_join_make_vector
1.23s call tests/tensor/rewriting/test_basic.py::TestLocalElemwiseAlloc::test_remove_alloc_w_dimshuffle
1.22s call tests/tensor/rewriting/test_basic.py::test_local_fill_to_alloc
1.20s call tests/tensor/rewriting/test_math.py::test_local_block_diag_dot_to_dot_block_diag[unbatched_other-batch_blockdiag-right]
1.18s call tests/tensor/rewriting/test_basic.py::TestLocalElemwiseAlloc::test_misc
1.16s call tests/tensor/rewriting/test_subtensor.py::TestLocalSubtensorMerge::test_scalar6
=========================== short test summary info ============================
(6 minutes 52 seconds) ubuntu-latest test py3.13 : fast-compile 1 : float32 0 : tests/tensor --ignore=tests/tensor/rewriting --ignore=tests/tensor/test_math.py --ignore=tests/tensor/test_basic.py --ignore=tests/tensor/test_inplace.py --ignore=tests/tensor/conv --ignore=tests/tensor/test_blas.py --ignore=tests/tensor/test_elemwise.py --ignore=tests/tensor/test_math_scipy.py
============================= slowest 50 durations =============================
10.14s call tests/tensor/test_subtensor.py::TestSubtensor::test_shape_i_const
5.99s call tests/tensor/random/rewriting/test_basic.py::test_Subtensor_lift[indices17-True-dist_op17-dist_params17-None]
5.65s call tests/tensor/random/rewriting/test_basic.py::test_Subtensor_lift[indices2-True-dist_op2-dist_params2-None]
5.05s call tests/tensor/test_subtensor.py::TestSubtensor::test_grad_list
4.89s call tests/tensor/test_pad.py::test_nd_padding[asymmetric-reflect]
4.68s call tests/tensor/test_blas_c.py::TestBlasStrides::test_gemm
4.45s call tests/tensor/test_blockwise.py::TestCholesky::test_grad
4.06s call tests/tensor/test_blas_c.py::TestBlasStridesC::test_gemm
3.09s call tests/tensor/test_pad.py::test_nd_padding[symmetric-reflect]
2.96s call tests/tensor/test_pad.py::test_reflect_pad[even-asymmetric_right-3d square]
2.92s call tests/tensor/test_pad.py::test_reflect_pad[even-asymmetrical_left-3d square]
2.90s call tests/tensor/test_pad.py::test_reflect_pad[even-symmetrical-3d square]
2.86s call tests/tensor/test_fft.py::TestFFT::test_grad_rfft
2.75s call tests/tensor/random/rewriting/test_basic.py::test_Subtensor_lift[indices9-True-dist_op9-dist_params9-size9]
2.63s call tests/tensor/test_pad.py::test_nd_padding[symmetric-mean]
2.32s call tests/tensor/test_extra_ops.py::TestRavelMultiIndex::test_ravel_multi_index
2.28s call tests/tensor/test_optimize.py::test_minimize_vector_x[Newton-CG]
2.23s call tests/tensor/random/rewriting/test_basic.py::test_Subtensor_lift[indices6-False-dist_op6-dist_params6-size6]
2.08s call tests/tensor/random/test_utils.py::TestSharedRandomStream::test_tutorial
2.00s call tests/tensor/test_subtensor.py::test_indexed_result_shape[test_array12-test_idx12]
1.93s call tests/tensor/test_optimize.py::test_minimize_vector_x[powell]
1.87s call tests/tensor/test_blas_c.py::TestSdotNoFlags::test_cgemv
1.79s call tests/tensor/random/rewriting/test_basic.py::test_Subtensor_lift[indices3-True-dist_op3-dist_params3-size3]
1.77s call tests/tensor/test_blas_c.py::TestCGemvNoFlags::test_cgemv
1.74s call tests/tensor/random/test_basic.py::test_normal_ShapeFeature
1.74s call tests/tensor/test_optimize.py::test_root_system_of_equations
1.73s call tests/tensor/test_pad.py::test_symmetric_pad[even-asymmetric_right-3d square]
1.70s call tests/tensor/test_pad.py::test_nd_padding[asymmetric-mean]
1.67s call tests/tensor/test_pad.py::test_nd_padding[asymmetric-linear_ramp]
1.64s call tests/tensor/test_optimize.py::test_minimize_vector_x[L-BFGS-B]
1.58s call tests/tensor/test_pad.py::test_symmetric_pad[even-asymmetrical_left-3d square]
1.57s call tests/tensor/test_pad.py::test_nd_padding[symmetric-symmetric]
1.57s call tests/tensor/random/rewriting/test_basic.py::test_local_rv_size_lift[dist_op3-dist_params3-size3]
1.56s call tests/tensor/test_pad.py::test_nd_padding[asymmetric-symmetric]
1.55s call tests/tensor/random/rewriting/test_basic.py::test_local_rv_size_lift[dist_op1-dist_params1-None]
1.53s call tests/tensor/test_interpolate.py::test_interpolate_scalar_no_extrapolate[None-None-linear]
1.52s call tests/tensor/test_pad.py::test_symmetric_pad[even-symmetrical-3d square]
1.51s call tests/tensor/test_pad.py::test_stat_pad[2-mean-asymmetrical_left-3d square]
1.47s call tests/tensor/test_pad.py::test_nd_padding[asymmetric-wrap]
1.45s call tests/tensor/random/rewriting/test_basic.py::test_local_rv_size_lift[dist_op2-dist_params2-size2]
1.43s call tests/tensor/test_pad.py::test_reflect_pad[even-asymmetric_right-2d square]
1.42s call tests/tensor/test_pad.py::test_reflect_pad[even-asymmetrical_left-2d square]
1.42s call tests/tensor/test_blas_c.py::TestBlasStrides::test_dot22scalar
1.42s call tests/tensor/test_pad.py::test_reflect_pad[even-symmetrical-2d square]
1.35s call tests/tensor/test_pad.py::test_stat_pad[2-mean-asymmetric_right-3d square]
1.32s call tests/tensor/test_pad.py::test_stat_pad[2-mean-symmetrical-3d square]
1.32s call tests/tensor/random/rewriting/test_basic.py::test_Subtensor_lift[indices4-True-dist_op4-dist_params4-None]
1.31s call tests/tensor/test_pad.py::test_stat_pad[None-mean-symmetrical-3d square]
1.29s call tests/tensor/random/rewriting/test_basic.py::test_Subtensor_lift[indices16-True-dist_op16-dist_params16-size16]
1.29s call tests/tensor/test_pad.py::test_nd_padding[symmetric-linear_ramp]
=========================== short test summary info ============================
(8 minutes 34 seconds) ubuntu-latest test py3.13 : fast-compile 0 : float32 0 : tests/link/numba/test_slinalg.py
============================= slowest 50 durations =============================
12.56s call tests/link/numba/test_slinalg.py::test_lu[overwrite_a-PL]
11.25s call tests/link/numba/test_slinalg.py::TestSolves::test_solve[tridiagonal-b_col_vec-no_overwrite-lower=True]
10.32s call tests/link/numba/test_slinalg.py::test_lu_solve[b_col_vec-no_overwrite-trans = True]
8.94s call tests/link/numba/test_slinalg.py::TestSolves::test_solve[gen-b_col_vec-no_overwrite-lower=True]
8.17s call tests/link/numba/test_slinalg.py::test_qr[overwrite_a-economic]
7.04s call tests/link/numba/test_slinalg.py::TestSolves::test_solve[tridiagonal-b_vec-no_overwrite-lower=True]
6.98s call tests/link/numba/test_slinalg.py::test_qr[overwrite_a-full_pivot]
6.36s call tests/link/numba/test_slinalg.py::TestSolves::test_solve[sym-b_col_vec-no_overwrite-lower=True]
5.94s call tests/link/numba/test_slinalg.py::TestSolves::test_solve[pos-b_col_vec-no_overwrite-lower=True]
5.79s call tests/link/numba/test_slinalg.py::TestSolves::test_solve[gen-b_vec-no_overwrite-lower=True]
5.36s call tests/link/numba/test_slinalg.py::TestSolves::test_solve[sym-b_vec-no_overwrite-lower=True]
5.16s call tests/link/numba/test_slinalg.py::test_lu_solve[b_matrix-overwrite_b-trans = True]
5.08s call tests/link/numba/test_slinalg.py::TestSolves::test_solve[tridiagonal-b_matrix-no_overwrite-lower=True]
4.76s call tests/link/numba/test_slinalg.py::TestSolves::test_solve[pos-b_vec-no_overwrite-lower=True]
4.67s call tests/link/numba/test_slinalg.py::test_lu_solve[b_matrix-no_overwrite-trans = True]
4.40s call tests/link/numba/test_slinalg.py::test_lu_solve[b_col_vec-overwrite_b-trans = True]
4.37s call tests/link/numba/test_slinalg.py::test_lu[overwrite_a-P]
4.33s call tests/link/numba/test_slinalg.py::test_lu[overwrite_a-p_indices]
4.29s call tests/link/numba/test_slinalg.py::test_lu_solve[b_col_vec-no_overwrite-trans = False]
4.02s call tests/link/numba/test_slinalg.py::test_lu_solve[b_vec-overwrite_b-trans = True]
4.02s call tests/link/numba/test_slinalg.py::test_lu_solve[b_vec-no_overwrite-trans = True]
3.98s call tests/link/numba/test_slinalg.py::test_qr[overwrite_a-raw_pivot]
3.78s call tests/link/numba/test_slinalg.py::test_qr[overwrite_a-r]
3.77s call tests/link/numba/test_slinalg.py::test_lu_solve[b_matrix-no_overwrite-trans = False]
3.76s call tests/link/numba/test_slinalg.py::test_lu_solve[b_matrix-overwrite_b-trans = False]
3.70s call tests/link/numba/test_slinalg.py::test_lu_solve[b_vec-no_overwrite-trans = False]
3.67s call tests/link/numba/test_slinalg.py::test_lu_solve[b_col_vec-overwrite_b-trans = False]
3.62s call tests/link/numba/test_slinalg.py::TestSolves::test_solve[tridiagonal-b_col_vec-overwrite_b-lower=True]
3.58s call tests/link/numba/test_slinalg.py::TestSolves::test_solve[tridiagonal-b_col_vec-overwrite_a-lower=True]
3.57s call tests/link/numba/test_slinalg.py::TestSolves::test_solve[tridiagonal-b_col_vec-overwrite_a-lower=False]
3.57s call tests/link/numba/test_slinalg.py::TestSolves::test_solve[tridiagonal-b_col_vec-no_overwrite-lower=False]
3.56s call tests/link/numba/test_slinalg.py::TestSolves::test_solve[tridiagonal-b_col_vec-overwrite_b-lower=False]
3.54s call tests/link/numba/test_slinalg.py::TestSolves::test_solve[tridiagonal-b_matrix-no_overwrite-lower=False]
3.54s call tests/link/numba/test_slinalg.py::TestSolves::test_solve[tridiagonal-b_matrix-overwrite_a-lower=True]
3.54s call tests/link/numba/test_slinalg.py::TestSolves::test_solve[tridiagonal-b_matrix-overwrite_b-lower=False]
3.53s call tests/link/numba/test_slinalg.py::TestSolves::test_solve[tridiagonal-b_matrix-overwrite_a-lower=False]
3.53s call tests/link/numba/test_slinalg.py::TestSolves::test_solve[tridiagonal-b_matrix-overwrite_b-lower=True]
3.52s call tests/link/numba/test_slinalg.py::TestSolves::test_solve[gen-b_matrix-no_overwrite-lower=True]
3.49s call tests/link/numba/test_slinalg.py::TestSolves::test_solve[tridiagonal-b_vec-overwrite_a-lower=False]
3.44s call tests/link/numba/test_slinalg.py::TestSolves::test_solve_triangular[real-b_col_vec-unit_diagonal=True-no_overwrite-transposed=False-lower=True]
3.40s call tests/link/numba/test_slinalg.py::test_qr[no_overwrite-full_pivot]
3.33s call tests/link/numba/test_slinalg.py::test_qr[no_overwrite-economic]
3.30s call tests/link/numba/test_slinalg.py::TestSolves::test_solve[tridiagonal-b_vec-overwrite_b-lower=True]
3.26s call tests/link/numba/test_slinalg.py::TestSolves::test_solve[tridiagonal-b_vec-overwrite_a-lower=True]
3.23s call tests/link/numba/test_slinalg.py::TestSolves::test_solve[tridiagonal-b_vec-overwrite_b-lower=False]
3.20s call tests/link/numba/test_slinalg.py::TestSolves::test_solve[tridiagonal-b_vec-no_overwrite-lower=False]
3.15s call tests/link/numba/test_slinalg.py::TestSolves::test_solve[pos-b_matrix-no_overwrite-lower=True]
3.14s call tests/link/numba/test_slinalg.py::TestSolves::test_solve[sym-b_matrix-no_overwrite-lower=True]
3.13s call tests/link/numba/test_slinalg.py::test_lu_solve[b_vec-overwrite_b-trans = False]
3.11s call tests/link/numba/test_slinalg.py::test_block_diag
=========================== short test summary info ============================
(13 minutes 25 seconds) ubuntu-latest test py3.13 : fast-compile 0 : float32 0 : tests/tensor/rewriting
============================= slowest 50 durations =============================
121.05s call tests/tensor/rewriting/test_subtensor.py::TestLocalSubtensorMerge::test_const4
50.85s call tests/tensor/rewriting/test_subtensor.py::TestLocalSubtensorMerge::test_none_slice
27.51s call tests/tensor/rewriting/test_elemwise.py::TestFusion::test_big_fusion
18.66s call tests/tensor/rewriting/test_math.py::test_local_log_sum_exp_maximum
14.84s call tests/tensor/rewriting/test_basic.py::TestLocalSwitchSink::test_local_mul_switch_sink
13.84s call tests/tensor/rewriting/test_math.py::TestAlgebraicCanonizer::test_mul_div_cases
12.57s call tests/tensor/rewriting/test_math.py::TestLocalSumProd::test_local_prod_of_div
12.21s call tests/tensor/rewriting/test_subtensor.py::TestLocalSubtensorMerge::test_const3
9.19s call tests/tensor/rewriting/test_subtensor_lift.py::test_local_subtensor_of_alloc
8.93s call tests/tensor/rewriting/test_subtensor.py::test_local_IncSubtensor_serialize
8.86s call tests/tensor/rewriting/test_subtensor.py::TestLocalSubtensorMerge::test_const2
7.88s call tests/tensor/rewriting/test_subtensor.py::test_local_subtensor_remove_broadcastable_index
6.99s call tests/tensor/rewriting/test_subtensor.py::TestLocalSubtensorMerge::test_const
5.97s call tests/tensor/rewriting/test_math.py::test_local_log_add_exp
5.85s call tests/tensor/rewriting/test_math.py::TestLocalSumProd::test_local_sum_prod_of_scalar_mul
5.65s call tests/tensor/rewriting/test_math.py::TestReduceChain::test_local_sum_sum_prod_prod
5.62s call tests/tensor/rewriting/test_math.py::TestLocalSumProd::test_sum_of_non_scalar_mul
5.29s call tests/tensor/rewriting/test_math.py::TestLocalErfc::test_local_log_erfc
5.03s call tests/tensor/rewriting/test_math.py::TestSigmoidRewrites::test_exp_over_1_plus_exp
4.97s call tests/tensor/rewriting/test_special.py::test_softmax_graph
4.93s call tests/tensor/rewriting/test_math.py::TestLocalReduce::test_local_reduce_broadcast_some_0
4.88s call tests/tensor/rewriting/test_linalg.py::test_matrix_inverse_rop_lop
4.80s call tests/tensor/rewriting/test_math.py::TestLocalSumProd::test_local_sum_of_div
4.61s call tests/tensor/rewriting/test_math.py::test_merge_abs_bugfix
4.43s call tests/tensor/rewriting/test_linalg.py::test_det_blockdiag_rewrite
4.17s call tests/tensor/rewriting/test_subtensor.py::TestLocalSubtensorMerge::test_none_index
3.85s call tests/tensor/rewriting/test_math.py::TestIntDivByOne::test_remove_floor
3.69s call tests/tensor/rewriting/test_basic.py::test_local_useless_slice
3.64s call tests/tensor/rewriting/test_math.py::test_local_mul_exp_to_exp_add
3.32s call tests/tensor/rewriting/test_math.py::test_log1p
3.30s call tests/tensor/rewriting/test_basic.py::TestLocalSwitchSink::test_local_div_switch_sink
2.91s call tests/tensor/rewriting/test_subtensor.py::TestBlockwiseIncSubtensor::test_idxs_not_vectorized[basic_idx-set-y_explicit]
2.58s call tests/tensor/rewriting/test_math.py::test_local_expm1
2.56s call tests/tensor/rewriting/test_basic.py::TestLocalElemwiseAlloc::test_basic[<lambda>-x_shape3-y_shape3-True]
2.50s call tests/tensor/rewriting/test_basic.py::TestLocalUselessIncSubtensorAlloc::test_advanced_inc_subtensor
2.43s call tests/tensor/rewriting/test_subtensor.py::TestLocalAdvSub1AdvIncSub1::test_assert
2.33s call tests/tensor/rewriting/test_basic.py::TestLocalElemwiseAlloc::test_remove_alloc_wo_dimshuffle
2.30s call tests/tensor/rewriting/test_uncanonicalize.py::TestMinMax::test_optimization_min
2.30s call tests/tensor/rewriting/test_uncanonicalize.py::test_local_dimshuffle_subtensor
2.25s call tests/tensor/rewriting/test_math.py::TestFuncInverse::test
2.23s call tests/tensor/rewriting/test_special.py::TestLogSoftmaxRewrites::test_local_logsoftmax_grad_rewrite[None]
2.21s call tests/tensor/rewriting/test_math.py::TestAlgebraicCanonizer::test_elemwise_multiple_inputs_rewrites
2.18s call tests/tensor/rewriting/test_math.py::TestLocalSumProd::test_local_sum_prod_alloc
2.17s call tests/tensor/rewriting/test_elemwise.py::TestFusion::test_elemwise_fusion[case73]
2.15s call tests/tensor/rewriting/test_elemwise.py::test_local_useless_composite_outputs
2.06s call tests/tensor/rewriting/test_subtensor.py::TestLocalSubtensorMerge::test_const6
2.04s call tests/tensor/rewriting/test_math.py::test_local_mul_pow_to_pow_add
2.01s call tests/tensor/rewriting/test_basic.py::TestLocalUselessIncSubtensorAlloc::test_incsubtensor
2.01s call tests/tensor/rewriting/test_subtensor.py::TestBlockwiseIncSubtensor::test_idxs_not_vectorized[basic_idx-inc-y_explicit]
2.00s call tests/tensor/rewriting/test_basic.py::TestLocalElemwiseAlloc::test_basic[<lambda>-x_shape0-y_shape0-True]
=========================== short test summary info ============================
(5 minutes 15 seconds) ubuntu-latest test py3.13 : fast-compile 1 : float32 0 : tests/scan
============================= slowest 50 durations =============================
26.39s call tests/scan/test_basic.py::TestScan::test_second_derivative_disconnected_cost_with_mit_mot
24.74s call tests/scan/test_basic.py::TestExamples::test_grad_multiple_outs_some_disconnected
13.99s call tests/scan/test_basic.py::TestScan::test_grad_multiple_outs_taps
11.63s call tests/scan/test_basic.py::TestScan::test_R_op_2[False]
10.61s call tests/scan/test_basic.py::TestScan::test_R_op[False]
9.31s call tests/scan/test_basic.py::TestScan::test_grad_mitsot
8.63s call tests/scan/test_basic.py::TestScan::test_grad_multiple_outs_taps_backwards
7.68s call tests/scan/test_basic.py::test_compute_test_value_grad
7.19s call tests/scan/test_rewriting.py::TestPushOutAddScan::test_machine_translation
6.52s call tests/scan/test_basic.py::test_compute_test_values
5.53s call tests/scan/test_rewriting.py::TestPushOutNonSeqScan::test_pushout_seqs
5.53s call tests/scan/test_basic.py::TestScan::test_R_op_2[True]
4.89s call tests/scan/test_basic.py::TestScan::test_R_op[True]
4.71s call tests/scan/test_basic.py::TestScan::test_inner_graph_cloning[default_rng]
4.69s call tests/scan/test_checkpoints.py::TestScanCheckpoint::test_backward_pass
4.69s call tests/scan/test_basic.py::TestScan::test_grad_of_grad_of_state
3.15s call tests/scan/test_views.py::test_foldr_memory_consumption
3.04s call tests/scan/test_basic.py::TestScan::test_grad_multiple_outs
2.96s call tests/scan/test_rewriting.py::TestSaveMem::test_savemem_opt_0_step
2.93s call tests/scan/test_basic.py::TestExamples::test_grad_multiple_outs_some_disconnected_2
2.73s call tests/scan/test_basic.py::TestExamples::test_infer_shape_remove_stuff
2.71s call tests/scan/test_basic.py::test_compute_test_value_grad_cast
2.65s call tests/scan/test_basic.py::TestScan::test_grad_multiple_outs_some_uncomputable
2.17s call tests/scan/test_views.py::test_reduce_memory_consumption
1.97s call tests/scan/test_basic.py::TestScan::test_grad_duplicate_outputs
1.95s call tests/scan/test_basic.py::TestScan::test_grad_one_output
1.78s call tests/scan/test_basic.py::TestScan::test_grad_dtype_change
1.74s call tests/scan/test_printing.py::test_debugprint_compiled_fn
1.69s call tests/scan/test_rewriting.py::TestScanMerge::test_while_scan_nominal_dependency
1.68s call tests/scan/test_basic.py::TestScan::test_grad_multiple_outs_some_truncate
1.61s call tests/scan/test_basic.py::TestScan::test_no_step[x_init1-mode1]
1.59s call tests/scan/test_basic.py::TestScan::test_R_op_mitmot[False]
1.53s call tests/scan/test_basic.py::TestExamples::test_default_value_broadcasted
1.51s call tests/scan/test_basic.py::TestScan::test_sequence_is_scan[mode1]
1.48s call tests/scan/test_views.py::test_foldl_memory_consumption
1.46s call tests/scan/test_basic.py::TestGradUntil::test_grad_until_and_truncate_sequence_taps
1.45s call tests/scan/test_basic.py::TestScan::test_grad_sitsot
1.40s call tests/scan/test_basic.py::TestScan::test_grad_multiple_seqs_different_nsteps
1.31s call tests/scan/test_basic.py::TestScan::test_no_steps_sit_sot[x_init0-x0-mode1]
1.28s call tests/scan/test_basic.py::TestScan::test_grad_multiple_taps_state
1.20s call tests/scan/test_basic.py::test_profile_info
1.11s call tests/scan/test_basic.py::TestGradUntil::test_grad_until
1.10s call tests/scan/test_rewriting.py::TestRemoveConstantsAndUnusedInputsScan::test_remove_constants_and_unused_inputs_scan_seqs
1.09s call tests/scan/test_rewriting.py::TestScanInplaceOptimizer::test_simple_rnn_2
1.07s call tests/scan/test_rewriting.py::TestScanMerge::test_basic
1.06s call tests/scan/test_basic.py::TestScan::test_non_shaped_input_disconnected_gradient[inside-explicit]
1.02s call tests/scan/test_basic.py::TestScan::test_non_shaped_input_disconnected_gradient[outside]
1.02s call tests/scan/test_basic.py::TestScan::test_non_shaped_input_disconnected_gradient[inside-implicit]
1.00s call tests/scan/test_rewriting.py::TestPushOutAddScan::test_non_zero_init
0.97s call tests/scan/test_rewriting.py::test_opt_order
=========================== short test summary info ============================
(2 minutes 7 seconds) ubuntu-latest test py3.12 : fast-compile 0 : float32 0 : --doctest-modules pytensor --ignore=pytensor/misc/check_duplicate_key.py --ignore=pytensor/link --ignore=pytensor/ipython.py
============================= slowest 50 durations =============================
30.34s call pytensor/tensor/pad.py::pytensor.tensor.pad.pad
7.28s call pytensor/gradient.py::pytensor.gradient.hessian_vector_product
3.62s call pytensor/tensor/basic.py::pytensor.tensor.basic.tile
2.95s call pytensor/gradient.py::pytensor.gradient.verify_grad
1.64s call pytensor/tensor/basic.py::pytensor.tensor.basic.stacklists
1.54s call pytensor/raise_op.py::pytensor.raise_op.Assert
1.33s call pytensor/tensor/basic.py::pytensor.tensor.basic.stack
0.93s call pytensor/gradient.py::pytensor.gradient.grad_scale
0.88s call pytensor/tensor/einsum.py::pytensor.tensor.einsum._delta
0.79s call pytensor/tensor/variable.py::pytensor.tensor.variable._tensor_py_operators.inc
0.58s call pytensor/tensor/basic.py::pytensor.tensor.basic.Split
0.55s call pytensor/gradient.py::pytensor.gradient.grad_clip
0.48s call pytensor/tensor/extra_ops.py::pytensor.tensor.extra_ops.searchsorted
0.48s call pytensor/tensor/io.py::pytensor.tensor.io.load
0.47s call pytensor/tensor/utils.py::pytensor.tensor.utils.shape_of_variables
0.46s call pytensor/graph/basic.py::pytensor.graph.basic.Variable.eval
0.44s call pytensor/tensor/subtensor.py::pytensor.tensor.subtensor.slice_at_axis
0.43s call pytensor/tensor/einsum.py::pytensor.tensor.einsum._iota
0.39s call pytensor/tensor/subtensor.py::pytensor.tensor.subtensor.flip
0.39s call pytensor/tensor/variable.py::pytensor.tensor.variable._tensor_py_operators.set
0.37s call pytensor/sparse/basic.py::pytensor.sparse.basic.block_diag
0.32s call pytensor/tensor/math.py::pytensor.tensor.math.isclose
0.15s call pytensor/tensor/basic.py::pytensor.tensor.basic._nd_grid
0.14s call pytensor/tensor/basic.py::pytensor.tensor.basic.tril
0.10s call pytensor/tensor/basic.py::pytensor.tensor.basic.triu
0.06s call pytensor/xtensor/type.py::pytensor.xtensor.type.XTensorType.variable_type.inc
0.06s call pytensor/xtensor/type.py::pytensor.xtensor.type.XTensorType.variable_type.set
0.04s call pytensor/tensor/extra_ops.py::pytensor.tensor.extra_ops.repeat
0.04s call pytensor/xtensor/type.py::pytensor.xtensor.type.XTensorType.variable_type.unstack
0.03s call pytensor/tensor/extra_ops.py::pytensor.tensor.extra_ops.Unique
0.02s call pytensor/graph/features.py::pytensor.graph.features.FullHistory
0.02s call pytensor/tensor/einsum.py::pytensor.tensor.einsum._general_dot
0.02s call pytensor/tensor/slinalg.py::pytensor.tensor.slinalg.cholesky
0.01s call pytensor/graph/rewriting/unify.py::pytensor.graph.rewriting.unify.OpPattern
0.01s call pytensor/tensor/math.py::pytensor.tensor.math.vecdot
0.01s call pytensor/tensor/math.py::pytensor.tensor.math.vecmat
0.005s hidden. Use -vv to show these durations.)
=========================== short test summary info ============================
(8 minutes 17 seconds) ubuntu-latest test py3.13 : fast-compile 1 : float32 0 : tests/tensor/test_blas.py tests/tensor/test_elemwise.py tests/tensor/test_math_scipy.py
============================= slowest 50 durations =============================
146.49s call tests/tensor/test_elemwise.py::TestCAReduce::test_c
122.12s call tests/tensor/test_math_scipy.py::TestHyp2F1Grad::test_hyp2f1_grad_stan_cases
28.67s call tests/tensor/test_blas.py::TestGemmNoFlags::test_gemm
16.05s call tests/tensor/test_elemwise.py::TestCAReduce::test_perform
8.20s call tests/tensor/test_elemwise.py::TestCAReduce::test_c_noopt
7.63s call tests/tensor/test_blas.py::test_dot22scalar
7.01s call tests/tensor/test_elemwise.py::TestCAReduce::test_perform_nan
7.01s call tests/tensor/test_blas.py::test_local_dot22_to_dot22scalar
6.21s call tests/tensor/test_elemwise.py::TestBroadcast::test_c
4.91s call tests/tensor/test_elemwise.py::TestBroadcast::test_c_inplace
4.88s call tests/tensor/test_blas.py::test_gemm_opt0
4.47s call tests/tensor/test_blas.py::TestBlasStrides::test_gemm
2.92s call tests/tensor/test_elemwise.py::TestCAReduce::test_c_nan
2.84s call tests/tensor/test_blas.py::test_gemm_nested
2.80s call tests/tensor/test_blas.py::TestGemm::test_non_contiguous
2.70s call tests/tensor/test_blas.py::test_gemm_opt_vector_stuff
2.54s call tests/tensor/test_elemwise.py::TestDimShuffle::test_c_or_py
2.18s call tests/tensor/test_math_scipy.py::TestBetaincInplaceBroadcast::test_grad
2.16s call tests/tensor/test_blas.py::TestGemm::test_basic_4
1.81s call tests/tensor/test_elemwise.py::TestDimShuffle::test_memory_leak[True]
1.51s call tests/tensor/test_math_scipy.py::TestBetaincBroadcast::test_grad
1.45s call tests/tensor/test_math_scipy.py::TestHyp2F1Broadcast::test_grad
1.41s call tests/tensor/test_elemwise.py::TestDimShuffle::test_memory_leak[False]
1.37s call tests/tensor/test_blas.py::TestBlasStrides::test_dot22scalar
1.33s call tests/tensor/test_blas.py::test_gemm_with_vector
1.33s call tests/tensor/test_math_scipy.py::TestGammaIncBroadcast::test_grad
1.10s call tests/tensor/test_math_scipy.py::TestBetaIncGrad::test_beta_inc_stan_grad_combined
0.99s call tests/tensor/test_blas.py::TestGemm::test_factorised_scalar
0.99s call tests/tensor/test_math_scipy.py::TestBetaIncGrad::test_stan_grad_partial
0.97s call tests/tensor/test_math_scipy.py::TestBetaIncGrad::test_boik_robison_cox
0.89s call tests/tensor/test_blas.py::TestBlasStrides::test_dot22
0.72s call tests/tensor/test_blas.py::test_inplace0
0.72s call tests/tensor/test_elemwise.py::TestBroadcast::test_weird_strides
0.71s call tests/tensor/test_elemwise.py::TestElemwise::test_runtime_broadcast_c
0.65s call tests/tensor/test_blas.py::TestBlasStrides::test_gemv
0.62s call tests/tensor/test_blas.py::TestBlasStrides::test_ger_strides
0.62s call tests/tensor/test_elemwise.py::TestBroadcast::test_fill
0.61s call tests/tensor/test_elemwise.py::TestBroadcast::test_same_inputs
0.57s call tests/tensor/test_math_scipy.py::TestHyp2F1Grad::test_unused_grad_loop_opt[wrt5]
0.56s call tests/tensor/test_math_scipy.py::TestHyp2F1Grad::test_unused_grad_loop_opt[wrt6]
0.55s call tests/tensor/test_math_scipy.py::test_gammainc_ddk_tabulated_values
0.54s call tests/tensor/test_blas.py::test_gemm_opt_wishlist
0.51s call tests/tensor/test_math_scipy.py::TestGammaInccBroadcast::test_grad
0.51s call tests/tensor/test_blas.py::test_batched_dot_blas_flags
0.47s call tests/tensor/test_math_scipy.py::TestHyp2F1Grad::test_unused_grad_loop_opt[wrt4]
0.47s call tests/tensor/test_math_scipy.py::TestHyp2F1Grad::test_unused_grad_loop_opt[wrt3]
0.43s call tests/tensor/test_blas.py::test_gemm_unrolled
0.39s call tests/tensor/test_math_scipy.py::TestHyp2F1Grad::test_unused_grad_loop_opt[wrt1]
0.39s call tests/tensor/test_math_scipy.py::TestHyp2F1Grad::test_unused_grad_loop_opt[wrt2]
0.39s call tests/tensor/test_math_scipy.py::TestHyp2F1Grad::test_unused_grad_loop_opt[wrt0]
=========================== short test summary info ============================
(2 minutes 8 seconds) ubuntu-latest test py3.13 : fast-compile 1 : float32 0 : tests/tensor/test_math.py
============================= slowest 50 durations =============================
2.45s call tests/tensor/test_math.py::TestSumProdReduceDtype::test_reduce_custom_dtype
2.08s call tests/tensor/test_math.py::TestTensordot::test_basic
1.79s call tests/tensor/test_math.py::TestMaxAndArgmax::test_grad
1.15s call tests/tensor/test_math.py::test_py_c_match
1.05s call tests/tensor/test_math.py::TestOuter::test_grad
0.94s call tests/tensor/test_math.py::test_divmod
0.88s call tests/tensor/test_math.py::TestComparison::test_isclose
0.85s call tests/tensor/test_math.py::TestTensordot::test_weird_valid_axes
0.84s call tests/tensor/test_math.py::TestProdWithoutZerosDtype::test_prod_without_zeros_custom_dtype
0.81s call tests/tensor/test_math.py::TestDot::test_broadcastable_patterns
0.78s call tests/tensor/test_math.py::test_cov
0.65s call tests/tensor/test_math.py::TestAddBroadcast::test_good
0.64s call tests/tensor/test_math.py::TestMatMul::test_dot22_opt
0.47s call tests/tensor/test_math.py::TestMinMax::test_grad_min
0.45s call tests/tensor/test_math.py::TestComparison::test_allclose
0.44s call tests/tensor/test_math.py::TestSumProdReduceDtype::test_reduce_custom_acc_dtype
0.40s call tests/tensor/test_math.py::TestPowBroadcast::test_grad
0.39s call tests/tensor/test_math.py::TestProdWithoutZerosDtype::test_prod_without_zeros_custom_acc_dtype
0.38s call tests/tensor/test_math.py::TestMulBroadcast::test_grad
0.38s call tests/tensor/test_math.py::test_var
0.33s call tests/tensor/test_math.py::TestArctan2Broadcast::test_grad
0.28s call tests/tensor/test_math.py::TestClip2::test_clip_repeat_verify_grad
0.28s call tests/tensor/test_math.py::TestTrueDivBroadcast::test_grad
0.28s call tests/tensor/test_math.py::TestMinMax::test3
0.27s call tests/tensor/test_math.py::TestDot::test_grad
0.26s call tests/tensor/test_math.py::TestMaximumBroadcast::test_grad
0.26s call tests/tensor/test_math.py::TestMinimumBroadcast::test_grad
0.26s call tests/tensor/test_math.py::TestTensordot::test_scalar_axes
0.26s call tests/tensor/test_math.py::TestSubBroadcast::test_grad
0.25s teardown tests/tensor/test_math.py::TestLogBroadcast::test_good
0.25s call tests/tensor/test_math.py::TestModBroadcast::test_grad
0.24s call tests/tensor/test_math.py::TestTensordot::test_scalar0
0.24s call tests/tensor/test_math.py::TestMinMax::test_grad_max
0.24s call tests/tensor/test_math.py::TestArgminArgmax::test3
0.24s call tests/tensor/test_math.py::TestCeilIntDivBroadcast::test_good
0.24s call tests/tensor/test_math.py::TestProd::test_other_grad_tests
0.24s call tests/tensor/test_math.py::TestArgminArgmax::test_grad_argmin
0.23s call tests/tensor/test_math.py::TestProd::test_verify_grad
0.23s call tests/tensor/test_math.py::TestMinMax::test2
0.22s call tests/tensor/test_math.py::TestOuter::test_outer
0.22s call tests/tensor/test_math.py::TestMeanDtype::test_mean_default_dtype
0.21s call tests/tensor/test_math.py::TestArgminArgmax::test2
0.20s call tests/tensor/test_math.py::TestArgminArgmax::test2_float16
0.20s call tests/tensor/test_math.py::TestProd::test_prod_no_zeros_in_input
0.16s call tests/tensor/test_math.py::TestSumProdReduceDtype::test_reduce_default_dtype
0.15s call tests/tensor/test_math.py::TestSumProdReduceDtype::test_reduce_default_acc_dtype
0.14s teardown tests/tensor/test_math.py::TestLog2Broadcast::test_good
0.14s call tests/tensor/test_math.py::TestComparison::test_lt
0.14s call tests/tensor/test_math.py::TestComparison::test_neq
0.14s call tests/tensor/test_math.py::TestComparison::test_ge
=========================== short test summary info ============================
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Latest run date: 2025-10-18
Run logs: 18580382192