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Caffe2 - Python API
A deep learning, cross platform ML framework
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Caffe2 - Python API
A deep learning, cross platform ML framework
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Public Member Functions | |
| def | test_function (self) |
| def | test_once_differentiable (self) |
| def | test_function_returns_input (self) |
| def | test_legacy_function_none_grad (self) |
| def | test_invalid_gradients (self) |
| def | test_accumulate_grad (self) |
| def | test_slogdet_sign (self) |
| def | test_sum_to_with_empty_dim_grad (self) |
| def | test_hessian_vector (self) |
| def | test_grad (self) |
| def | test_grad_nonleaf (self) |
| def | test_grad_nonleaf_many_outputs (self) |
| def | test_grad_nonleaf_register_hook (self) |
| def | test_sharded_grad (self) |
| def | test_backward_badcalls (self) |
| def | test_grad_badcalls (self) |
| def | test_grad_fn_badcalls (self) |
| def | test_grad_unreachable (self) |
| def | test_hooks (self) |
| def | test_hooks_cpp (self) |
| def | test_hook_none (self) |
| def | test_retain_grad (self) |
| def | test_retain_grad_cycle (self) |
| def | test_backward (self) |
| def | test_sparse_backward (self) |
| def | test_sparse_mm_backward (self) |
| def | test_sparse_ctor_getter_backward (self) |
| def | test_multi_backward (self) |
| def | test_multi_backward_no_grad (self) |
| def | test_dependent_backward (self) |
| def | test_save_output_nr (self) |
| def | test_free_deep_graph (self) |
| def | test_free_deep_graph_complicated (self) |
| def | test_free_deep_graph_pyfunction (self) |
| def | test_free_unneeded_tensor (self) |
| def | test_no_unnecessary_save (self) |
| def | test_no_grad (self) |
| def | test_no_grad_python_function (self) |
| def | test_indexing (self) |
| def | test_indexing_duplicates (self) |
| def | test_volatile_deprecated (self) |
| def | test_saved_variables_deprecated (self) |
| def | test_requires_grad (self) |
| def | test_requires_grad_ (self) |
| def | test_requires_grad_inplace (self) |
| def | test_no_requires_grad_inplace (self) |
| def | test_requires_grad_factory (self) |
| def | test_attribute_deletion (self) |
| def | test_grad_assignment (self) |
| def | test_duplicate_backward_root (self) |
| def | test_backward_no_grad (self) |
| def | test_next_functions (self) |
| def | test_inplace (self) |
| def | test_mark_non_differentiable (self) |
| def | test_mark_non_differentiable_mixed (self) |
| def | test_mark_non_differentiable_none (self) |
| def | test_return_duplicate (self) |
| def | test_return_duplicate_inplace (self) |
| def | test_resize (self) |
| def | test_setitem (self) |
| def | test_setitem_mask (self) |
| def | test_select_sum (self) |
| def | test_stack (self) |
| def | test_unbind (self) |
| def | test_put (self) |
| def | test_put_accumulate (self) |
| def | test_fill (self) |
| def | test_unused_output (self) |
| def | test_ctc_loss (self) |
| def | test_sparse_gather_dim0 (self) |
| def | test_sparse_gather_dim1 (self) |
| def | test_sparse_gather_dim_neg (self) |
| def | test_sparse_gather_ind_scalar (self) |
| def | test_sparse_gather_x_scalar (self) |
| def | test_sparse_gather_both_scalar (self) |
| def | test_gc_in_destructor (self) |
| def | test_unused_output_gpu (self) |
| def | test_backward_device (self) |
| def | test_inputbuffer_add_multigpu (self) |
| def | test_detach (self) |
| def | test_detach_base (self) |
| def | test_type_conversions (self) |
| def | test_pyscalar_conversions (self) |
| def | test_pin_memory (self) |
| def | test_isolated_node (self) |
| def | test_shape (self) |
| def | test_numpy_requires_grad (self) |
| def | test_return_leaf (self) |
| def | test_return_leaf_inplace (self) |
| def | test_leaf_assignment (self) |
| def | test_no_grad_assignment (self) |
| def | test_no_grad_modifies_version (self) |
| def | test_no_grad_input (self) |
| def | test_backward_copy (self) |
| def | test_save_none_for_backward (self) |
| def | test_too_many_grads (self) |
| def | test_pickle (self) |
| def | test_dep_nograd (self) |
| def | test_set_grad_enabled (self) |
| def | test_reentrant (self) |
| def | test_broadcast_tensors (self) |
| def | test_cat (self) |
| def | test_cat_negdim_1 (self) |
| def | test_cat_negdim_2 (self) |
| def | test_cat_empty_legacy (self) |
| def | test_cat_empty (self) |
| def | test_cdist (self) |
| def | test_cholesky (self) |
| def | test_trtrs (self) |
| def | test_fft_ifft_rfft_irfft (self) |
| def | test_variable_traverse (self) |
| def | test_norm_subgradient (self) |
| def | test_pow_zero_tensor_gradient (self) |
| def | test_pow_scalar_base (self) |
| def | test_pdist_large (self) |
| def | test_pinverse (self) |
| def | test_chain_matmul (self) |
| def | test_profiler (self) |
| def | test_dir (self) |
| def | test_as_strided (self) |
| def | test_where_functional (self) |
| def | test_where_functional_cuda (self) |
| def | test_lerp_tensor_weights (self) |
| def | test_reduce_dtype (self) |
| def | test_inplace_view_backprop_base (self) |
| def | test_inplace_view_backprop_view_of_view (self) |
| def | test_inplace_view_of_view (self) |
| def | test_inplace_view_gradcheck (self) |
| def | test_inplace_view_makes_base_require_grad (self) |
| def | test_inplace_view_backprop_view (self) |
| def | test_inplace_view_modify_base (self) |
| def | test_inplace_view_python (self) |
| def | test_inplace_view_non_contig (self) |
| def | test_inplace_view_saved_output (self) |
| def | test_mul_out (self) |
| def | test_mul_out_result_requires_grad (self) |
| def | test_diagonal_derivative_requires_grad (self) |
| def | test_set_requires_grad_only_for_floats_cuda (self) |
| def | test_set_requires_grad_only_for_floats (self) |
| def | test_rnn_backward_to_input_but_not_parameters_cuda (self) |
| def | test_lstmcell_backward_only_one_output_grad (self) |
| def | test_anomaly_detect_nan (self) |
| def | test_symeig_no_eigenvectors (self) |
| def | test_svd_no_singularvectors (self) |
| def | test_no_grad_copy (self) |
| def | test_gradcheck_single_input (self) |
| def | test_gradcheck_sparse_input (self) |
| def | test_multi_device_reentrant_autograd (self) |
Public Attributes | |
| grad | |
Definition at line 72 of file test_autograd.py.
| def test_autograd.TestAutograd.test_gc_in_destructor | ( | self | ) |
Previously, if a Function destructor triggered a garbage collection, the Variable's tp_dealloc handler would get called twice leading to a segfault.
Definition at line 1601 of file test_autograd.py.
| def test_autograd.TestAutograd.test_no_grad_python_function | ( | self | ) |
Python Functions should respect grad mode.
Definition at line 874 of file test_autograd.py.
1.8.11
