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:
(13 minutes 39 seconds) tests/tensor/rewriting
============================= slowest 50 durations =============================
122.67s call tests/tensor/rewriting/test_subtensor.py::TestLocalSubtensorMerge::test_const4
55.33s call tests/tensor/rewriting/test_subtensor.py::TestLocalSubtensorMerge::test_none_slice
53.11s call tests/tensor/rewriting/test_elemwise.py::TestFusion::test_big_fusion
18.80s call tests/tensor/rewriting/test_math.py::test_local_log_sum_exp_maximum
14.86s call tests/tensor/rewriting/test_basic.py::TestLocalSwitchSink::test_local_mul_switch_sink
13.68s call tests/tensor/rewriting/test_math.py::TestAlgebraicCanonizer::test_mul_div_cases
12.80s call tests/tensor/rewriting/test_math.py::TestLocalSumProd::test_local_prod_of_div
12.55s call tests/tensor/rewriting/test_subtensor.py::TestLocalSubtensorMerge::test_const3
9.96s call tests/tensor/rewriting/test_subtensor_lift.py::test_local_subtensor_of_alloc
9.15s call tests/tensor/rewriting/test_subtensor.py::test_local_IncSubtensor_serialize
8.92s call tests/tensor/rewriting/test_subtensor.py::TestLocalSubtensorMerge::test_const2
7.92s call tests/tensor/rewriting/test_subtensor.py::test_local_subtensor_remove_broadcastable_index
7.18s call tests/tensor/rewriting/test_subtensor.py::TestLocalSubtensorMerge::test_const
6.01s call tests/tensor/rewriting/test_math.py::test_local_log_add_exp
5.68s call tests/tensor/rewriting/test_math.py::TestLocalSumProd::test_sum_of_non_scalar_mul
5.64s call tests/tensor/rewriting/test_math.py::TestReduceChain::test_local_sum_sum_prod_prod
5.47s call tests/tensor/rewriting/test_math.py::TestLocalSumProd::test_local_sum_prod_of_scalar_mul
5.32s call tests/tensor/rewriting/test_math.py::TestLocalErfc::test_local_log_erfc
5.10s call tests/tensor/rewriting/test_math.py::TestSigmoidRewrites::test_exp_over_1_plus_exp
5.03s call tests/tensor/rewriting/test_special.py::test_softmax_graph
4.95s call tests/tensor/rewriting/test_linalg.py::test_matrix_inverse_rop_lop
4.85s call tests/tensor/rewriting/test_math.py::TestLocalReduce::test_local_reduce_broadcast_some_0
4.81s call tests/tensor/rewriting/test_math.py::TestLocalSumProd::test_local_sum_of_div
4.69s call tests/tensor/rewriting/test_subtensor.py::TestLocalSubtensorMerge::test_none_index
4.49s call tests/tensor/rewriting/test_math.py::test_merge_abs_bugfix
4.39s call tests/tensor/rewriting/test_linalg.py::test_det_blockdiag_rewrite
3.98s call tests/tensor/rewriting/test_math.py::TestIntDivByOne::test_remove_floor
3.74s call tests/tensor/rewriting/test_basic.py::test_local_useless_slice
3.67s 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
3.31s call tests/tensor/rewriting/test_basic.py::TestLocalSwitchSink::test_local_div_switch_sink
2.92s call tests/tensor/rewriting/test_subtensor.py::TestBlockwiseIncSubtensor::test_idxs_not_vectorized[basic_idx-set-y_explicit]
2.92s call tests/tensor/rewriting/test_basic.py::TestLocalUselessIncSubtensorAlloc::test_advanced_inc_subtensor
2.60s call tests/tensor/rewriting/test_math.py::test_local_expm1
2.58s call tests/tensor/rewriting/test_basic.py::TestLocalElemwiseAlloc::test_basic[<lambda>-x_shape3-y_shape3-True]
2.44s call tests/tensor/rewriting/test_subtensor.py::TestLocalAdvSub1AdvIncSub1::test_assert
2.35s call tests/tensor/rewriting/test_basic.py::TestLocalElemwiseAlloc::test_remove_alloc_wo_dimshuffle
2.34s call tests/tensor/rewriting/test_uncanonicalize.py::test_local_dimshuffle_subtensor
2.32s call tests/tensor/rewriting/test_uncanonicalize.py::TestMinMax::test_optimization_min
2.31s call tests/tensor/rewriting/test_math.py::TestLocalSumProd::test_local_sum_prod_alloc
2.27s call tests/tensor/rewriting/test_special.py::TestLogSoftmaxRewrites::test_local_logsoftmax_grad_rewrite[None]
2.24s call tests/tensor/rewriting/test_math.py::TestAlgebraicCanonizer::test_elemwise_multiple_inputs_rewrites
2.24s call tests/tensor/rewriting/test_math.py::TestFuncInverse::test
2.21s call tests/tensor/rewriting/test_elemwise.py::TestFusion::test_elemwise_fusion[case73]
2.19s call tests/tensor/rewriting/test_elemwise.py::test_local_useless_composite_outputs
2.13s call tests/tensor/rewriting/test_subtensor.py::TestLocalSubtensorMerge::test_const6
2.06s call tests/tensor/rewriting/test_math.py::test_local_mul_pow_to_pow_add
2.03s call tests/tensor/rewriting/test_basic.py::TestLocalElemwiseAlloc::test_basic[<lambda>-x_shape0-y_shape0-True]
2.03s call tests/tensor/rewriting/test_subtensor.py::TestBlockwiseIncSubtensor::test_idxs_not_vectorized[basic_idx-inc-y_explicit]
2.02s call tests/tensor/rewriting/test_basic.py::TestLocalUselessIncSubtensorAlloc::test_incsubtensor
=========================== short test summary info ============================
(9 minutes 6 seconds) tests/scan
============================= slowest 50 durations =============================
34.22s call tests/scan/test_basic.py::TestScan::test_second_derivative_disconnected_cost_with_mit_mot
28.19s call tests/scan/test_basic.py::TestScan::test_grad_multiple_outs_taps_backwards
21.83s call tests/scan/test_basic.py::TestScan::test_grad_mitsot
19.31s call tests/scan/test_basic.py::TestScan::test_R_op[False]
18.55s call tests/scan/test_basic.py::TestExamples::test_grad_multiple_outs_some_disconnected
17.08s call tests/scan/test_basic.py::TestScan::test_R_op_2[False]
16.87s call tests/scan/test_rewriting.py::TestPushOutNonSeqScan::test_pushout_seqs
16.78s call tests/scan/test_basic.py::TestScan::test_R_op[True]
16.01s call tests/scan/test_checkpoints.py::TestScanCheckpoint::test_backward_pass
15.27s call tests/scan/test_rewriting.py::TestPushOutAddScan::test_machine_translation
13.90s call tests/scan/test_basic.py::TestScan::test_R_op_2[True]
10.59s call tests/scan/test_basic.py::TestScan::test_grad_of_grad_of_state
10.52s call tests/scan/test_basic.py::TestScan::test_grad_dtype_change
9.51s call tests/scan/test_basic.py::TestScan::test_grad_multiple_outs
7.87s call tests/scan/test_basic.py::TestExamples::test_grad_multiple_outs_some_disconnected_2
7.72s call tests/scan/test_basic.py::TestScan::test_grad_one_output
7.71s call tests/scan/test_basic.py::TestScan::test_grad_multiple_taps_state
7.16s call tests/scan/test_basic.py::TestScan::test_grad_multiple_outs_taps
7.02s call tests/scan/test_basic.py::TestExamples::test_default_value_broadcasted
6.73s call tests/scan/test_checkpoints.py::TestScanCheckpoint::test_forward_pass
6.66s call tests/scan/test_basic.py::TestScan::test_shared_arguments_with_updates
6.66s call tests/scan/test_basic.py::TestGradUntil::test_grad_until_and_truncate_sequence_taps
6.53s call tests/scan/test_basic.py::test_compute_test_value_grad
6.26s call tests/scan/test_rewriting.py::TestSaveMem::test_save_mem_store_steps
6.14s call tests/scan/test_basic.py::TestScan::test_inner_grad
5.40s call tests/scan/test_basic.py::TestScan::test_inner_graph_cloning[default_rng]
5.35s call tests/scan/test_basic.py::TestGradUntil::test_grad_until_ndim_greater_one
5.11s call tests/scan/test_basic.py::TestScan::test_grad_multiple_outs_some_uncomputable
4.86s call tests/scan/test_basic.py::TestScan::test_grad_multiple_seqs_different_nsteps
4.83s call tests/scan/test_rewriting.py::TestSaveMem::test_savemem_opt_0_step
4.80s call tests/scan/test_basic.py::test_compute_test_values
3.93s call tests/scan/test_basic.py::TestScan::test_grad_duplicate_outputs
3.70s call tests/scan/test_basic.py::TestGradUntil::test_grad_until
3.59s call tests/scan/test_basic.py::TestScan::test_grad_sitsot
3.43s call tests/scan/test_basic.py::TestExamples::test_gibbs_chain
3.30s call tests/scan/test_rewriting.py::TestScanInplaceOptimizer::test_simple_rnn_2
3.17s call tests/scan/test_basic.py::TestScan::test_grad_multiple_outs_some_truncate
3.13s call tests/scan/test_basic.py::test_compute_test_value_grad_cast
3.12s call tests/scan/test_basic.py::TestScan::test_non_shaped_input_disconnected_gradient[inside-explicit]
3.12s call tests/scan/test_basic.py::TestScan::test_only_nonseq_inputs
2.76s call tests/scan/test_basic.py::TestExamples::test_same
2.68s call tests/scan/test_basic.py::TestScan::test_grad_wrt_shared
2.47s call tests/scan/test_rewriting.py::TestSaveMem::test_while_scan_taps
2.34s call tests/scan/test_basic.py::TestExamples::test_return_steps
2.17s call tests/scan/test_basic.py::TestScan::test_R_op_mitmot[False]
2.10s call tests/scan/test_rewriting.py::TestSaveMem::test_save_mem_reduced_number_of_steps
2.06s call tests/scan/test_basic.py::TestGradUntil::test_grad_until_and_truncate
2.02s call tests/scan/test_basic.py::TestExamples::test_not_working_infer_shape
1.99s call tests/scan/test_basic.py::TestExamples::test_grad_bug_disconnected_input
1.99s call tests/scan/test_rewriting.py::TestRemoveConstantsAndUnusedInputsScan::test_remove_constants_and_unused_inputs_scan_seqs
=========================== short test summary info ============================
(15 minutes 11 seconds) 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 =============================
39.03s call tests/tensor/test_subtensor.py::TestSubtensor::test_shape_i_const
26.37s call tests/tensor/test_blockwise.py::TestCholesky::test_grad
21.23s call tests/tensor/test_optimize.py::test_minimize_vector_x[Newton-CG]
12.20s call tests/tensor/test_subtensor.py::TestSubtensor::test_grad_list
10.03s call tests/tensor/test_casting.py::TestCasting::test_convert_to_complex
7.75s call tests/tensor/test_blockwise.py::TestSolveVector::test_grad
7.57s call tests/tensor/test_optimize.py::test_root_system_of_equations
6.93s call tests/tensor/test_blockwise.py::TestMatrixInverse::test_grad
6.07s call tests/tensor/test_subtensor.py::TestInferShape::test_IncSubtensor
5.94s call tests/tensor/test_fft.py::TestFFT::test_grad_rfft
5.93s call tests/tensor/random/rewriting/test_basic.py::test_Subtensor_lift[indices17-True-dist_op17-dist_params17-None]
5.58s call tests/tensor/random/rewriting/test_basic.py::test_Subtensor_lift[indices2-True-dist_op2-dist_params2-None]
5.56s call tests/tensor/test_extra_ops.py::TestRepeat::test_basic[int8-3]
5.35s call tests/tensor/test_blas_c.py::TestCGemvNoFlags::test_cgemv
5.25s call tests/tensor/test_pad.py::test_nd_padding[asymmetric-reflect]
5.09s call tests/tensor/test_subtensor.py::TestIncSubtensor::test_grad_inc_set
5.06s call tests/tensor/test_blas_c.py::TestBlasStrides::test_gemm
4.85s call tests/tensor/test_blockwise.py::TestSolveMatrix::test_grad
4.60s call tests/tensor/test_extra_ops.py::TestCumOp::test_grad
4.53s call tests/tensor/test_blas_c.py::TestBlasStridesC::test_gemm
4.31s call tests/tensor/test_shape.py::TestReshape::test_more_shapes
4.16s call tests/tensor/test_subtensor.py::TestSubtensor::test_ok_list
4.06s call tests/tensor/test_slinalg.py::test_solve_discrete_are_grad[True]
3.86s call tests/tensor/test_slinalg.py::test_cholesky_grad_indef
3.83s call tests/tensor/test_extra_ops.py::TestRavelMultiIndex::test_ravel_multi_index
3.75s call tests/tensor/test_nlinalg.py::TestEighFloat32::test_grad
3.68s call tests/tensor/test_extra_ops.py::TestBinCount::test_bincountFn[int16]
3.67s call tests/tensor/test_extra_ops.py::TestBinCount::test_bincountFn[int32]
3.66s call tests/tensor/test_extra_ops.py::TestBinCount::test_bincountFn[int8]
3.50s call tests/tensor/test_slinalg.py::test_solve_discrete_lyapunov[direct-matrix-complex]
3.45s call tests/tensor/test_slinalg.py::test_solve_discrete_lyapunov_gradient[direct-matrix-float]
3.41s call tests/tensor/test_extra_ops.py::test_cpu_contiguous
3.39s call tests/tensor/test_blockwise.py::test_scan_gradient_core_type
3.28s call tests/tensor/test_slinalg.py::test_solve_discrete_are_grad[False]
3.22s call tests/tensor/test_extra_ops.py::TestBinCount::test_bincountFn[int64]
3.22s call tests/tensor/test_fft.py::TestFFT::test_rfft_float
3.16s call tests/tensor/test_extra_ops.py::TestRepeat::test_basic[uint32-3]
3.12s call tests/tensor/test_pad.py::test_reflect_pad[even-asymmetrical_left-3d square]
3.12s call tests/tensor/test_optimize.py::test_minimize_vector_x[powell]
3.11s call tests/tensor/test_pad.py::test_nd_padding[symmetric-reflect]
3.10s call tests/tensor/test_pad.py::test_reflect_pad[even-symmetrical-3d square]
3.10s call tests/tensor/test_pad.py::test_nd_padding[symmetric-symmetric]
3.08s call tests/tensor/test_extra_ops.py::TestRepeat::test_basic[uint8-3]
3.07s call tests/tensor/test_extra_ops.py::TestRepeat::test_basic[int16-3]
3.07s call tests/tensor/test_extra_ops.py::TestRepeat::test_basic[uint16-3]
3.07s call tests/tensor/test_extra_ops.py::TestRepeat::test_basic[int32-3]
2.96s call tests/tensor/test_pad.py::test_reflect_pad[even-asymmetric_right-3d square]
2.95s call tests/tensor/test_nlinalg.py::TestSvd::test_grad[batched=True-(4,3)-compute_uv=True, full_matrices=False, gradient=U]
2.91s call tests/tensor/test_pad.py::test_nd_padding[asymmetric-symmetric]
2.87s call tests/tensor/test_xlogx.py::test_xlogy0
=========================== short test summary info ============================
(10 minutes 39 seconds) tests/tensor/test_blas.py tests/tensor/test_elemwise.py tests/tensor/test_math_scipy.py
============================= slowest 50 durations =============================
149.20s call tests/tensor/test_elemwise.py::TestCAReduce::test_c
49.55s call tests/tensor/test_blas.py::TestGemmNoFlags::test_gemm
22.12s call tests/tensor/test_math_scipy.py::TestGammaIncBroadcast::test_grad
19.64s call tests/tensor/test_blas.py::test_dot22scalar
15.03s call tests/tensor/test_elemwise.py::TestCAReduce::test_perform
12.79s call tests/tensor/test_math_scipy.py::TestBetaincBroadcast::test_grad
9.88s call tests/tensor/test_math_scipy.py::TestGammaInccBroadcast::test_grad
8.29s call tests/tensor/test_elemwise.py::TestCAReduce::test_c_noopt
8.11s call tests/tensor/test_math_scipy.py::TestBetaIncGrad::test_stan_grad_partial
7.46s call tests/tensor/test_math_scipy.py::test_gammainc_ddk_tabulated_values
6.67s call tests/tensor/test_blas.py::test_local_dot22_to_dot22scalar
6.62s call tests/tensor/test_elemwise.py::TestCAReduce::test_perform_nan
6.44s call tests/tensor/test_math_scipy.py::TestHyp2F1Broadcast::test_grad
6.40s call tests/tensor/test_blas.py::test_dot22scalar_cast
6.30s call tests/tensor/test_elemwise.py::TestBroadcast::test_c
5.98s call tests/tensor/test_math_scipy.py::TestBetaincInplaceBroadcast::test_grad
5.41s call tests/tensor/test_blas.py::test_dot_w_self
5.21s call tests/tensor/test_elemwise.py::TestElemwise::test_infer_shape
4.99s call tests/tensor/test_elemwise.py::TestBroadcast::test_c_inplace
4.70s call tests/tensor/test_elemwise.py::TestCAReduce::test_infer_shape
4.61s call tests/tensor/test_math_scipy.py::TestErfcxBroadcast::test_grad
4.60s call tests/tensor/test_math_scipy.py::TestChi2SFBroadcast::test_good
4.48s call tests/tensor/test_blas.py::TestBlasStrides::test_gemm
4.48s call tests/tensor/test_math_scipy.py::TestErfBroadcast::test_grad
4.42s call tests/tensor/test_math_scipy.py::TestHyp2F1Grad::test_hyp2f1_grad_stan_cases
4.14s call tests/tensor/test_blas.py::test_batched_tensordot
3.90s call tests/tensor/test_blas.py::test_gemm_opt0
3.81s call tests/tensor/test_math_scipy.py::TestGammalnBroadcast::test_good
3.70s call tests/tensor/test_math_scipy.py::TestGammalnInplaceBroadcast::test_good
3.50s call tests/tensor/test_blas.py::TestGemm::test_non_contiguous
3.36s call tests/tensor/test_blas.py::test_gemm_nested
3.32s call tests/tensor/test_math_scipy.py::TestErfBroadcast::test_good
2.75s call tests/tensor/test_elemwise.py::TestCAReduce::test_c_nan
2.74s call tests/tensor/test_blas.py::test_gemm_opt_vector_stuff
2.72s call tests/tensor/test_blas.py::test_gemm_unrolled
2.72s call tests/tensor/test_blas.py::test_upcasting_scalar_nogemm
2.64s call tests/tensor/test_math_scipy.py::TestErfcBroadcast::test_grad
2.50s call tests/tensor/test_math_scipy.py::TestSigmoidInplaceBroadcast::test_grad
2.44s call tests/tensor/test_math_scipy.py::TestSoftplusInplaceBroadcast::test_grad
2.43s call tests/tensor/test_math_scipy.py::TestErfcxBroadcast::test_good
2.41s call tests/tensor/test_math_scipy.py::TestBetaIncGrad::test_boik_robison_cox
2.23s call tests/tensor/test_elemwise.py::TestDimShuffle::test_c_or_py
2.17s call tests/tensor/test_blas.py::TestBatchedDot::test_grad
2.16s call tests/tensor/test_math_scipy.py::TestErfcxInplaceBroadcast::test_good
2.09s call tests/tensor/test_blas.py::TestGer::test_c64_7_1
2.07s call tests/tensor/test_math_scipy.py::TestHyp2F1Grad::test_unused_grad_loop_opt[wrt4]
1.99s call tests/tensor/test_blas.py::TestGemm::test_basic_4
1.97s call tests/tensor/test_blas.py::TestBlasStrides::test_dot22scalar
1.94s call tests/tensor/test_math_scipy.py::TestHyp2F1Grad::test_unused_grad_loop_opt[wrt3]
1.92s call tests/tensor/test_math_scipy.py::TestHyp2F1Grad::test_unused_grad_loop_opt[wrt5]
=========================== short test summary info ============================
(10 minutes 54 seconds) tests/tensor/test_basic.py tests/tensor/test_inplace.py tests/tensor/conv
============================= slowest 50 durations =============================
65.22s call tests/tensor/test_basic.py::TestSecondSameRank::test_good
42.34s call tests/tensor/conv/test_abstract_conv.py::TestAbstractConvNoOptim::test_all
31.46s call tests/tensor/test_basic.py::TestTriangle::test_tril_triu
22.76s call tests/tensor/conv/test_abstract_conv.py::TestGroupedConv3dNoOptim::test_fwd
19.39s call tests/tensor/test_basic.py::TestAllocDiag::test_alloc_diag_values
17.93s call tests/tensor/conv/test_abstract_conv.py::TestGroupedConv3dNoOptim::test_gradweights
12.12s call tests/tensor/conv/test_abstract_conv.py::TestGroupedConv3dNoOptim::test_gradinputs
11.44s call tests/tensor/test_basic.py::TestJoinAndSplit::test_roll
11.27s call tests/tensor/conv/test_abstract_conv.py::TestUnsharedConv::test_fwd
10.27s call tests/tensor/test_basic.py::TestSecondBroadcast::test_good
9.59s call tests/tensor/test_basic.py::TestNdGrid::test_mgrid_pytensor_variable_numpy_equiv
8.16s call tests/tensor/test_inplace.py::TestSubInplaceBroadcast::test_good
8.13s call tests/tensor/test_inplace.py::TestAddInplaceBroadcast::test_good
8.13s call tests/tensor/test_inplace.py::TestMulInplaceBroadcast::test_good
7.09s call tests/tensor/test_inplace.py::TestModInplaceBroadcast::test_good
7.02s call tests/tensor/test_inplace.py::TestIntDivInplaceBroadcast::test_good
6.55s call tests/tensor/test_inplace.py::TestMaximumInplaceBroadcast::test_good
6.52s call tests/tensor/test_inplace.py::TestMinimumInplaceBroadcast::test_good
6.39s call tests/tensor/conv/test_abstract_conv.py::TestUnsharedConv::test_gradinput
5.01s call tests/tensor/test_basic.py::TestJoinAndSplit::test_stack_hessian
4.52s call tests/tensor/test_inplace.py::TestTrueDivInplaceBroadcast::test_good
4.26s call tests/tensor/test_inplace.py::TestPowInplaceBroadcast::test_good
4.02s call tests/tensor/test_inplace.py::TestSqrInplaceBroadcast::test_good
4.02s call tests/tensor/test_inplace.py::TestNegInplaceBroadcast::test_good
3.99s call tests/tensor/test_basic.py::TestAllocBroadcast::test_good
3.97s call tests/tensor/test_basic.py::TestAlloc::test_alloc_constant_folding
3.73s call tests/tensor/test_inplace.py::TestArctan2InplaceBroadcast::test_good
3.64s call tests/tensor/test_basic.py::TestJoinAndSplit::test_broadcastable_flags_many_dims_and_inputs
3.48s call tests/tensor/conv/test_abstract_conv.py::TestUnsharedConv::test_gradweight
3.36s call tests/tensor/test_basic.py::TestSwitchBroadcast::test_grad
3.21s call tests/tensor/test_basic.py::TestZerosLikeBroadcast::test_good
3.20s call tests/tensor/conv/test_abstract_conv.py::TestGroupedConvNoOptim::test_gradweights
3.16s call tests/tensor/test_inplace.py::TestAbsInplaceBroadcast::test_good
3.14s call tests/tensor/test_inplace.py::TestTruncInplaceBroadcast::test_good
3.05s call tests/tensor/conv/test_abstract_conv.py::TestGroupedConvNoOptim::test_fwd
2.89s call tests/tensor/test_basic.py::TestAlloc13GradBroadcast::test_grad
2.71s call tests/tensor/test_basic.py::TestSwitchBroadcast::test_good
2.56s call tests/tensor/conv/test_abstract_conv.py::TestConvGradInputsShape::test_check_shape
2.55s call tests/tensor/conv/test_abstract_conv.py::TestGroupedConvNoOptim::test_gradinputs
2.54s call tests/tensor/conv/test_abstract_conv.py::TestAssertConvShape::test_basic
2.50s call tests/tensor/test_basic.py::TestAllocDimshuffleGradBroadcast::test_grad
2.47s call tests/tensor/conv/test_abstract_conv.py::TestCausalConv::test_interface
2.42s call tests/tensor/test_basic.py::TestJoinAndSplit::test_broadcastable_flag_assignment_mixed_thisaxes
2.42s call tests/tensor/test_basic.py::TestARange::test_infer_shape[custom]
2.39s call tests/tensor/conv/test_abstract_conv.py::TestBilinearUpsampling::test_fractional_bilinear_upsampling
2.37s call tests/tensor/test_basic.py::TestTile::test_tile_grad
2.35s call tests/tensor/test_basic.py::TestOnesLikeBroadcast::test_good
2.34s call tests/tensor/test_inplace.py::TestSgnInplaceBroadcast::test_good
2.34s call tests/tensor/conv/test_abstract_conv.py::TestBilinearUpsampling::test_bilinear_kernel_1D
2.30s call tests/tensor/test_basic.py::TestJoinAndSplit::test_join_matrix1[False]
=========================== short test summary info ============================
(9 minutes 15 seconds) tests --ignore=tests/tensor --ignore=tests/scan --ignore=tests/xtensor
============================= slowest 50 durations =============================
62.36s call tests/sparse/test_basic.py::TestUsmm::test_basic
21.34s call tests/test_ifelse.py::TestIfelse::test_not_lazy_if_inplace
16.00s call tests/scalar/test_basic.py::TestUpgradeToFloat::test_unary
8.89s call tests/sparse/test_basic.py::TestCasting::test_cast
8.86s call tests/scalar/test_basic.py::TestUpgradeToFloat::test_binary
8.28s call tests/sparse/test_basic.py::TestCasting::test_infer_shape
8.12s call tests/scalar/test_basic.py::TestUpgradeToFloat::test_true_div
7.93s call tests/test_rop.py::TestRopLop::test_max
7.58s call tests/scalar/test_math.py::test_scalarloop_grad_mixed_dtypes[op2-scalar_loop_grads2]
6.31s call tests/sparse/sandbox/test_sp.py::TestSP::test_convolution
6.15s call tests/sparse/sandbox/test_sp.py::TestSP::test_maxpool
5.78s call tests/link/c/test_cmodule.py::test_cache_race_condition
5.39s call tests/compile/test_builders.py::TestOpFromGraph::test_L_op_disconnected_output_grad
5.09s call tests/sparse/test_basic.py::TestAddMul::test_AddSD
4.99s call tests/sparse/test_basic.py::TestStructuredDot::test_dot_sparse_sparse
4.42s call tests/test_gradient.py::test_subgraph_grad
3.86s call tests/compile/test_compilelock.py::test_locking_multiprocess_spawn
3.62s call tests/scalar/test_math.py::test_scalarloop_grad_mixed_dtypes[op3-scalar_loop_grads3]
3.52s call tests/compile/test_misc.py::test_nnet
3.34s call tests/compile/test_debugmode.py::test_debugmode_basic
3.00s call tests/compile/test_builders.py::TestOpFromGraph::test_rop_multiple_outputs[False]
2.92s call tests/sparse/test_basic.py::TestCsmProperties::test_csm_properties_grad
2.92s call tests/test_gradient.py::TestJacobian::test_jacobian_matrix[vectorize=False]
2.86s call tests/graph/test_compute_test_value.py::TestComputeTestValue::test_scan
2.80s call tests/compile/function/test_pfunc.py::TestPfunc::test_shared
2.64s call tests/test_gradient.py::TestGrad::test_grad_grad_cubic
2.58s call tests/compile/function/test_pfunc.py::TestAliasingRules::test_input_aliasing_affecting_inplace_operations
2.56s call tests/sparse/test_basic.py::TestCsm::test_csm_grad
2.50s call tests/sparse/test_basic.py::TestSpSum::test_grad
2.43s call tests/test_rop.py::TestRopLop::test_alloc
2.37s call tests/sparse/test_basic.py::TestVStack::test_grad
2.37s call tests/sparse/test_basic.py::TestHStack::test_grad
2.32s call tests/test_gradient.py::TestJacobian::test_jacobian_disconnected_inputs[vectorize=False]
2.30s call tests/scalar/test_basic.py::test_grad_abs
2.26s call tests/test_gradient.py::test_known_grads
2.23s call tests/compile/test_profiling.py::TestProfiling::test_profiling
2.22s call tests/compile/test_monitormode.py::test_not_inplace
2.22s call tests/compile/test_builders.py::TestOpFromGraph::test_grad_override[OpFromGraph]
2.21s call tests/compile/test_builders.py::TestOpFromGraph::test_compute_test_value
2.20s call tests/test_gradient.py::TestHessianVectorProduct::test_rosen
2.20s call tests/test_gradient.py::TestJacobian::test_jacobian_matrix[vectorize=True]
2.12s call tests/graph/test_compute_test_value.py::TestComputeTestValue::test_empty_elemwise
2.12s call tests/test_breakpoint.py::TestPdbBreakpoint::test_infer_shape
2.11s call tests/test_gradient.py::TestZeroGrad::test_grad
2.10s call tests/test_rop.py::TestRopLop::test_elemwise0
2.08s call tests/sparse/test_basic.py::TestDots::test_int32_dtype
1.99s call tests/compile/function/test_types.py::TestFunction::test_swap_SharedVariable_with_given
1.96s call tests/compile/function/test_pfunc.py::TestAliasingRules::test_potential_output_aliasing_induced_by_updates
1.94s call tests/link/c/test_basic.py::test_shared_input_output
1.90s call tests/graph/test_compute_test_value.py::TestComputeTestValue::test_scan_err1
=========================== short test summary info ============================
(14 minutes 53 seconds) tests/tensor/test_math.py
============================= slowest 50 durations =============================
159.88s call tests/tensor/test_math.py::TestSumProdReduceDtype::test_reduce_custom_dtype
72.91s call tests/tensor/test_math.py::TestProdWithoutZerosDtype::test_prod_without_zeros_custom_dtype
31.12s call tests/tensor/test_math.py::TestProdWithoutZerosDtype::test_prod_without_zeros_custom_acc_dtype
27.88s call tests/tensor/test_math.py::TestMaxAndArgmax::test_grad
16.24s call tests/tensor/test_math.py::test_var
15.97s call tests/tensor/test_math.py::TestSumProdReduceDtype::test_reduce_default_dtype
14.04s call tests/tensor/test_math.py::TestPowBroadcast::test_grad
13.17s call tests/tensor/test_math.py::TestTensordot::test_basic
11.98s call tests/tensor/test_math.py::TestAddBroadcast::test_good
11.47s call tests/tensor/test_math.py::TestComparison::test_isclose
9.92s call tests/tensor/test_math.py::TestProd::test_verify_grad
9.73s call tests/tensor/test_math.py::TestMulBroadcast::test_good
9.21s call tests/tensor/test_math.py::TestArctan2Broadcast::test_grad
8.90s call tests/tensor/test_math.py::TestSubBroadcast::test_grad
8.51s call tests/tensor/test_math.py::TestSubBroadcast::test_good
8.39s call tests/tensor/test_math.py::TestArctan2Broadcast::test_good
7.70s call tests/tensor/test_math.py::TestModBroadcast::test_good
7.08s call tests/tensor/test_math.py::TestCeilIntDivBroadcast::test_good
7.06s call tests/tensor/test_math.py::TestMinimumBroadcast::test_grad
7.03s call tests/tensor/test_math.py::TestMaximumBroadcast::test_grad
6.90s call tests/tensor/test_math.py::TestClip1::test_good
6.84s call tests/tensor/test_math.py::TestTrueDivBroadcast::test_good
6.80s call tests/tensor/test_math.py::TestTrueDivBroadcast::test_grad
6.70s call tests/tensor/test_math.py::TestModBroadcast::test_grad
6.66s call tests/tensor/test_math.py::TestMaximumBroadcast::test_good
6.60s call tests/tensor/test_math.py::TestMinimumBroadcast::test_good
6.52s call tests/tensor/test_math.py::TestMulBroadcast::test_grad
6.28s call tests/tensor/test_math.py::TestProd::test_prod_no_zeros_in_input
6.25s call tests/tensor/test_math.py::TestProd::test_other_grad_tests
6.18s call tests/tensor/test_math.py::TestClip2::test_clip_repeat_verify_grad
5.60s call tests/tensor/test_math.py::TestMinMax::test_grad_min
5.60s call tests/tensor/test_math.py::TestProdWithoutZerosDtype::test_prod_without_zeros_default_acc_dtype
5.57s call tests/tensor/test_math.py::TestOuter::test_grad
4.90s call tests/tensor/test_math.py::TestDenseDot::test_good
4.81s call tests/tensor/test_math.py::TestPowBroadcast::test_good
4.52s call tests/tensor/test_math.py::TestMeanDtype::test_mean_default_dtype
4.26s call tests/tensor/test_math.py::TestAdd::test_complex_all_ops
4.22s call tests/tensor/test_math.py::TestOuter::test_outer
4.11s call tests/tensor/test_math.py::TestSqrBroadcast::test_good
4.08s call tests/tensor/test_math.py::TestAbsBroadcast::test_good
3.90s call tests/tensor/test_math.py::TestDivimpl::test_impls
3.75s call tests/tensor/test_math.py::test_cov
3.33s call tests/tensor/test_math.py::TestInvBroadcast::test_good
3.29s call tests/tensor/test_math.py::TestDeg2radBroadcast::test_good
3.28s call tests/tensor/test_math.py::TestRad2degBroadcast::test_good
3.26s call tests/tensor/test_math.py::TestSinhBroadcast::test_good
3.24s call tests/tensor/test_math.py::TestCoshBroadcast::test_good
3.24s call tests/tensor/test_math.py::TestTanhBroadcast::test_good
3.24s call tests/tensor/test_math.py::TestTruncBroadcast::test_good
3.23s call tests/tensor/test_math.py::TestFloorBroadcast::test_good
=========================== short test summary info ============================
(5 minutes 1 seconds) ubuntu-latest test py3.13 numpy>=2.0 : fast-compile 1 : float32 0 : tests --ignore=tests/tensor --ignore=tests/scan --ignore=tests/xtensor
============================= slowest 50 durations =============================
27.72s call tests/sparse/test_basic.py::TestUsmm::test_basic
12.65s call tests/scalar/test_basic.py::TestUpgradeToFloat::test_binary
11.08s call tests/scalar/test_basic.py::TestUpgradeToFloat::test_true_div
7.85s call tests/scalar/test_math.py::test_scalarloop_grad_mixed_dtypes[op2-scalar_loop_grads2]
6.90s call tests/sparse/sandbox/test_sp.py::TestSP::test_convolution
5.16s call tests/compile/test_debugmode.py::test_debugmode_basic
4.98s call tests/sparse/test_basic.py::TestStructuredDot::test_dot_sparse_sparse
4.96s call tests/sparse/sandbox/test_sp.py::TestSP::test_maxpool
4.34s call tests/sparse/test_basic.py::TestCasting::test_cast
4.18s call tests/graph/test_compute_test_value.py::TestComputeTestValue::test_scan
4.08s call tests/compile/test_compilelock.py::test_locking_multiprocess_spawn
3.94s call tests/sparse/test_basic.py::TestCasting::test_infer_shape
3.73s call tests/scalar/test_math.py::test_scalarloop_grad_mixed_dtypes[op3-scalar_loop_grads3]
2.98s call tests/link/c/test_cmodule.py::test_cache_race_condition
2.71s call tests/test_raise_op.py::test_CheckAndRaise_basic_c[cvm]
2.70s call tests/compile/test_monitormode.py::test_not_inplace
2.32s call tests/scalar/test_basic.py::test_grad_abs
2.31s call tests/compile/test_profiling.py::TestProfiling::test_profiling
1.95s call tests/compile/test_debugmode.py::TestViewMap::test_aliased_outputs_bad
1.94s call tests/test_printing.py::test_debugprint
1.93s call tests/compile/function/test_pfunc.py::TestPfunc::test_shared_mutable
1.91s call tests/graph/test_compute_test_value.py::TestComputeTestValue::test_scan_err1
1.87s call tests/compile/test_debugmode.py::TestCheckIsfinite::test_check_isfinite
1.86s call tests/compile/function/test_types.py::TestFunction::test_copy_delete_updates
1.76s call tests/link/test_vm.py::test_speed_lazy[linker0]
1.63s call tests/compile/test_mode.py::TestBunchOfModes::test_modes
1.56s call tests/link/c/test_basic.py::test_clinker_literal_cache
1.52s call tests/graph/test_compute_test_value.py::TestComputeTestValue::test_empty_elemwise
1.51s call tests/test_ifelse.py::test_nested
1.47s call tests/compile/function/test_function.py::TestFunctionIn::test_in_mutable
1.44s call tests/sparse/test_basic.py::TestTrueDot::test_grad
1.44s call tests/link/c/test_op.py::test_ExternalCOp_c_code_cache_version
1.41s call tests/link/test_vm.py::test_partial_function[linker0]
1.40s call tests/link/test_vm.py::test_speed
1.33s call tests/compile/test_mode.py::test_NoOutputFromInplace
1.32s call tests/compile/test_builders.py::TestOpFromGraph::test_compute_test_value
1.31s call tests/compile/function/test_types.py::TestFunction::test_swap_SharedVariable
1.14s call tests/sparse/test_basic.py::TestHStack::test_grad
1.14s call tests/sparse/test_basic.py::TestVStack::test_grad
1.12s call tests/test_raise_op.py::test_perform_CheckAndRaise_scalar[cvm]
1.05s call tests/scalar/test_basic.py::test_mul_add_true
1.04s call tests/link/c/test_basic.py::test_shared_input_output
1.03s call tests/compile/function/test_types.py::TestFunction::test_copy_share_memory
1.00s call tests/compile/test_compilelock.py::test_locking_thread
1.00s call tests/sparse/test_basic.py::TestSpSum::test_grad
0.99s call tests/compile/function/test_types.py::TestFunction::test_state_access[mode2]
0.98s call tests/link/c/test_basic.py::test_opwiseclinker_straightforward
0.98s call tests/link/test_vm.py::test_vm_gc
0.97s call tests/link/test_vm.py::test_reallocation
0.95s call tests/link/test_vm.py::test_partial_function_with_updates[linker0]
=========================== short test summary info ============================
(8 minutes 56 seconds) ubuntu-latest test py3.13 numpy>=2.0 : fast-compile 1 : float32 0 : tests/tensor/rewriting
============================= slowest 50 durations =============================
123.88s call tests/tensor/rewriting/test_subtensor.py::TestLocalSubtensorMerge::test_const4
56.29s call tests/tensor/rewriting/test_subtensor.py::TestLocalSubtensorMerge::test_none_slice
55.67s call tests/tensor/rewriting/test_elemwise.py::TestFusion::test_big_fusion
12.64s call tests/tensor/rewriting/test_subtensor.py::TestLocalSubtensorMerge::test_const3
8.93s call tests/tensor/rewriting/test_subtensor.py::TestLocalSubtensorMerge::test_const2
7.59s call tests/tensor/rewriting/test_subtensor.py::TestLocalSubtensorMerge::test_const
7.49s call tests/tensor/rewriting/test_math.py::TestLocalSumProd::test_sum_of_non_scalar_mul
6.49s call tests/tensor/rewriting/test_math.py::test_local_log_add_exp
6.06s call tests/tensor/rewriting/test_math.py::TestSigmoidRewrites::test_exp_over_1_plus_exp
4.86s call tests/tensor/rewriting/test_linalg.py::test_det_blockdiag_rewrite
4.52s call tests/tensor/rewriting/test_subtensor.py::TestLocalSubtensorMerge::test_none_index
3.73s call tests/tensor/rewriting/test_math.py::test_log1p
3.67s call tests/tensor/rewriting/test_subtensor_lift.py::test_local_subtensor_of_alloc
3.42s call tests/tensor/rewriting/test_math.py::TestLocalSumProd::test_prod_of_non_scalar_mul
3.27s call tests/tensor/rewriting/test_basic.py::TestLocalElemwiseAlloc::test_remove_alloc_wo_dimshuffle
2.93s call tests/tensor/rewriting/test_subtensor.py::TestBlockwiseIncSubtensor::test_idxs_not_vectorized[basic_idx-set-y_explicit]
2.54s call tests/tensor/rewriting/test_math.py::test_local_block_diag_dot_to_dot_block_diag[batched_other-batch_blockdiag-left]
2.50s call tests/tensor/rewriting/test_math.py::test_local_block_diag_dot_to_dot_block_diag[unbatched_other-batch_blockdiag-left]
2.50s call tests/tensor/rewriting/test_basic.py::TestLocalUselessIncSubtensorAlloc::test_advanced_inc_subtensor
2.27s call tests/tensor/rewriting/test_elemwise.py::TestFusion::test_CAReduce_single_input[sum-sum-None-floatX-cvm]
2.07s call tests/tensor/rewriting/test_elemwise.py::TestFusion::test_test_values[test_value0]
2.06s call tests/tensor/rewriting/test_math.py::test_local_merge_abs
2.05s call tests/tensor/rewriting/test_elemwise.py::TestFusion::test_CAReduce_single_input[sum-sum-0-floatX-cvm]
2.04s call tests/tensor/rewriting/test_subtensor.py::TestBlockwiseIncSubtensor::test_idxs_not_vectorized[basic_idx-inc-y_explicit]
2.04s call tests/tensor/rewriting/test_basic.py::TestLocalUselessIncSubtensorAlloc::test_incsubtensor
2.01s call tests/tensor/rewriting/test_elemwise.py::TestFusion::test_CAReduce_single_input[sum-sum-axis3-floatX-cvm]
1.91s call tests/tensor/rewriting/test_math.py::TestSigmoidRewrites::test_grad_log1msigm
1.87s call tests/tensor/rewriting/test_subtensor.py::TestLocalSubtensorMerge::test_scalar5
1.86s call tests/tensor/rewriting/test_math.py::TestSoftplusRewrites::test_log1msigm_to_softplus
1.81s call tests/tensor/rewriting/test_linalg.py::test_det_kronecker_rewrite
1.69s call tests/tensor/rewriting/test_linalg.py::test_diag_kronecker_rewrite
1.60s call tests/tensor/rewriting/test_basic.py::test_local_useless_fill
1.55s call tests/tensor/rewriting/test_basic.py::TestLocalUselessSwitch::test_broadcasting_2
1.54s call tests/tensor/rewriting/test_math.py::test_local_mul_specialize
1.52s call tests/tensor/rewriting/test_linalg.py::test_slogdet_blockdiag_rewrite
1.50s call tests/tensor/rewriting/test_math.py::test_local_pow_specialize
1.44s call tests/tensor/rewriting/test_linalg.py::test_slogdet_specialization
1.42s call tests/tensor/rewriting/test_basic.py::TestTile::test_local_useless_tile
1.39s call tests/tensor/rewriting/test_elemwise.py::TestFusion::test_CAReduce_single_input[sum-sum-1-floatX-cvm]
1.38s call tests/tensor/rewriting/test_subtensor.py::TestLocalSubtensorMerge::test_scalar
1.36s call tests/tensor/rewriting/test_linalg.py::test_inv_diag_from_diag[inv]
1.35s call tests/tensor/rewriting/test_math.py::test_local_block_diag_dot_to_dot_block_diag[batched_other-batch_blockdiag-right]
1.35s call tests/tensor/rewriting/test_linalg.py::test_cholesky_diag_from_eye_mul[batched]
1.32s call tests/tensor/rewriting/test_linalg.py::test_cholesky_diag_from_eye_mul[vector]
1.29s call tests/tensor/rewriting/test_linalg.py::test_cholesky_diag_from_eye_mul[scalar]
1.25s call tests/tensor/rewriting/test_basic.py::test_local_join_make_vector
1.24s call tests/tensor/rewriting/test_subtensor.py::TestLocalSubtensorMerge::test_scalar6
1.20s call tests/tensor/rewriting/test_basic.py::TestLocalElemwiseAlloc::test_remove_alloc_w_dimshuffle
1.20s call tests/tensor/rewriting/test_basic.py::test_local_fill_to_alloc
1.19s call tests/tensor/rewriting/test_math.py::test_local_block_diag_dot_to_dot_block_diag[unbatched_other-batch_blockdiag-right]
=========================== short test summary info ============================
You can find more information on how to contribute here
Automatically generated by GitHub Action
Latest run date: 2025-09-05
Run logs: 17493624601