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John edited comment on MXNET-978 at 10/15/18 10:25 PM: -------------------------------------------------------- here is the list of operators who do now have an FGradient assigned to them with there status [x] = finished [-] = in progress [] BatchNorm_v1 [] IdentityAttachKLSparseReg [] LeakyReLU [] Pad [] SliceChannel [] SwapAxis [] _NoGradient [] _arange [] _backward_Activation [] _backward_BatchNorm [] _backward_CachedOp [] _backward_Concat [] _backward_Convolution [] _backward_Custom [] _backward_CustomFunction [] _backward_Deconvolution [] _backward_Dropout [] _backward_Embedding [] _backward_FullyConnected [] _backward_LRN [] _backward_LayerNorm [] _backward_Pooling [] _backward_ROIAlign [] _backward_SoftmaxActivation [] _backward_SparseEmbedding [] _backward_UpSampling [] _backward_abs [] _backward_add [] _backward_arccos [] _backward_arccosh [] _backward_arcsin [] _backward_arcsinh [] _backward_arctan [] _backward_arctanh [] _backward_batch_dot [] _backward_broadcast_add [] _backward_broadcast_div [] _backward_broadcast_hypot [] _backward_broadcast_maximum [] _backward_broadcast_minimum [] _backward_broadcast_mod [] _backward_broadcast_mul [] _backward_broadcast_power [] _backward_broadcast_sub [] _backward_cast [] _backward_cbrt [] _backward_clip [] _backward_cond [] _backward_contrib_AdaptiveAvgPooling2D [] _backward_contrib_BilinearResize2D [] _backward_contrib_bipartite_matching [] _backward_contrib_box_iou [] _backward_contrib_box_nms [] _backward_copy [-] _backward_cos [] _backward_cosh [] _backward_degrees [] _backward_diag [] _backward_div [] _backward_div_scalar [] _backward_dot [] _backward_expm1 [] _backward_foreach [] _backward_gamma [] _backward_gammaln [] _backward_hard_sigmoid [] _backward_hypot [] _backward_hypot_scalar [] _backward_linalg_gelqf [] _backward_linalg_gemm [] _backward_linalg_gemm2 [] _backward_linalg_potrf [] _backward_linalg_potri [] _backward_linalg_sumlogdiag [] _backward_linalg_syevd [] _backward_linalg_syrk [] _backward_linalg_trmm [] _backward_linalg_trsm [] _backward_linear_reg_out [] _backward_log [] _backward_log10 [] _backward_log1p [] _backward_log2 [] _backward_log_softmax [] _backward_logistic_reg_out [] _backward_mae_reg_out [] _backward_max [] _backward_maximum [] _backward_maximum_scalar [] _backward_mean [] _backward_min [] _backward_minimum [] _backward_minimum_scalar [] _backward_mod [] _backward_mod_scalar [-] _backward_mul [] _backward_mul_scalar [] _backward_nanprod [] _backward_nansum [] _backward_norm [] _backward_pick [] _backward_power [] _backward_power_scalar [] _backward_prod [] _backward_radians [] _backward_rcbrt [] _backward_rdiv_scalar [] _backward_reciprocal [] _backward_relu [] _backward_repeat [] _backward_reverse [] _backward_rmod_scalar [] _backward_rpower_scalar [] _backward_rsqrt [] _backward_sample_multinomial [] _backward_sigmoid [] _backward_sign [-]] _backward_sin [] _backward_sinh [] _backward_slice [] _backward_slice_axis [] _backward_slice_like [] _backward_smooth_l1 [] _backward_softmax [] _backward_softmax_cross_entropy [] _backward_softmin [] _backward_softsign [] _backward_sparse_retain [] _backward_sqrt [] _backward_square [] _backward_square_sum [] _backward_squeeze [] _backward_stack [] _backward_sub [] _backward_sum [] _backward_take [] _backward_tan [] _backward_tanh [] _backward_tile [] _backward_topk [] _backward_where [] _backward_while_loop [] _broadcast_backward [] _contrib_CTCLoss [] _contrib_SyncBatchNorm [] _contrib_backward_quadratic [] _contrib_CTCLoss [] _contrib_dequantize [] _contrib_quantize [] _contrib_quantized_conv [] _contrib_quantized_flatten [] _contrib_quantized_fully_connected [] _contrib_quantized_pooling [] _contrib_requantize [] _slice_assign [] _slice_assign_scalar [] _cvcopyMakeBorder [] _cvimdecode [] _cvimread [] _cvimresize [] _eye [] _full [] _grad_add [] _histogram [] _ones [] _random_exponential [] _random_gamma [] _random_generalized_negative_binomial [] _random_negative_binomial [] _random_normal [] _random_poisson [] _random_uniform [] _sample_unique_zipfian [] _scatter_set_nd [] _shuffle [] _slice_assign [] _slice_assign_scalar [] _sparse_adagrad_update [] adam_update [] ftrl_update [] log10 [] sgd_mom_update [] sgd_update [] _zeros [] _zeros_without_dtype [] adam_update [] argmax_channel [] batch_take [] ftml_update [] ftrl_update [] khatri_rao [] log10 [] mp_sgd_mom_update [] mp_sgd_update [] _random_normal [] Pad [] _random_exponential [] _random_gamma [] _random_generalized_negative_binomial [] _random_negative_binomial [] _random_normal [] _random_poisson [] _random_uniform [] rmsprop_update [] rmspropalex_update [] sgd_mom_update [] sgd_update [] _shuffle [] signsgd_update [] signum_update [] SliceChannel [] SwapAxis [] _random_uniform was (Author: calhoun): here is the list of operators who do now have an FGradient assigned to them with there status [x] = finished [-] = in progress [] BatchNorm_v1 [] IdentityAttachKLSparseReg [] LeakyReLU [] Pad [] SliceChannel [] SwapAxis [] _NoGradient [] _arange [] _backward_Activation [] _backward_BatchNorm [] _backward_CachedOp [] _backward_Concat [] _backward_Convolution [] _backward_Custom [] _backward_CustomFunction [] _backward_Deconvolution [] _backward_Dropout [] _backward_Embedding [] _backward_FullyConnected [] _backward_LRN [] _backward_LayerNorm [] _backward_Pooling [] _backward_ROIAlign [] _backward_SoftmaxActivation [] _backward_SparseEmbedding [] _backward_UpSampling [] _backward_abs [] _backward_add [] _backward_arccos [] _backward_arccosh [] _backward_arcsin [] _backward_arcsinh [] _backward_arctan [] _backward_arctanh [] _backward_batch_dot [] _backward_broadcast_add [] _backward_broadcast_div [] _backward_broadcast_hypot [] _backward_broadcast_maximum [] _backward_broadcast_minimum [] _backward_broadcast_mod [] _backward_broadcast_mul [] _backward_broadcast_power [] _backward_broadcast_sub [] _backward_cast [] _backward_cbrt [] _backward_clip [] _backward_cond [] _backward_contrib_AdaptiveAvgPooling2D [] _backward_contrib_BilinearResize2D [] _backward_contrib_bipartite_matching [] _backward_contrib_box_iou [] _backward_contrib_box_nms [] _backward_copy [] _backward_cos [] _backward_cosh [] _backward_degrees [] _backward_diag [] _backward_div [] _backward_div_scalar [] _backward_dot [] _backward_expm1 [] _backward_foreach [] _backward_gamma [] _backward_gammaln [] _backward_hard_sigmoid [] _backward_hypot [] _backward_hypot_scalar [] _backward_linalg_gelqf [] _backward_linalg_gemm [] _backward_linalg_gemm2 [] _backward_linalg_potrf [] _backward_linalg_potri [] _backward_linalg_sumlogdiag [] _backward_linalg_syevd [] _backward_linalg_syrk [] _backward_linalg_trmm [] _backward_linalg_trsm [] _backward_linear_reg_out [] _backward_log [] _backward_log10 [] _backward_log1p [] _backward_log2 [] _backward_log_softmax [] _backward_logistic_reg_out [] _backward_mae_reg_out [] _backward_max [] _backward_maximum [] _backward_maximum_scalar [] _backward_mean [] _backward_min [] _backward_minimum [] _backward_minimum_scalar [] _backward_mod [] _backward_mod_scalar [] _backward_mul [] _backward_mul_scalar [] _backward_nanprod [] _backward_nansum [] _backward_norm [] _backward_pick [] _backward_power [] _backward_power_scalar [] _backward_prod [] _backward_radians [] _backward_rcbrt [] _backward_rdiv_scalar [] _backward_reciprocal [] _backward_relu [] _backward_repeat [] _backward_reverse [] _backward_rmod_scalar [] _backward_rpower_scalar [] _backward_rsqrt [] _backward_sample_multinomial [] _backward_sigmoid [] _backward_sign [] _backward_sin [] _backward_sinh [] _backward_slice [] _backward_slice_axis [] _backward_slice_like [] _backward_smooth_l1 [] _backward_softmax [] _backward_softmax_cross_entropy [] _backward_softmin [] _backward_softsign [] _backward_sparse_retain [] _backward_sqrt [] _backward_square [] _backward_square_sum [] _backward_squeeze [] _backward_stack [] _backward_sub [] _backward_sum [] _backward_take [] _backward_tan [] _backward_tanh [] _backward_tile [] _backward_topk [] _backward_where [] _backward_while_loop [] _broadcast_backward [] _contrib_CTCLoss [] _contrib_SyncBatchNorm [] _contrib_backward_quadratic [] _contrib_CTCLoss [] _contrib_dequantize [] _contrib_quantize [] _contrib_quantized_conv [] _contrib_quantized_flatten [] _contrib_quantized_fully_connected [] _contrib_quantized_pooling [] _contrib_requantize [] _slice_assign [] _slice_assign_scalar [] _cvcopyMakeBorder [] _cvimdecode [] _cvimread [] _cvimresize [] _eye [] _full [] _grad_add [] _histogram [] _ones [] _random_exponential [] _random_gamma [] _random_generalized_negative_binomial [] _random_negative_binomial [] _random_normal [] _random_poisson [] _random_uniform [] _sample_unique_zipfian [] _scatter_set_nd [] _shuffle [] _slice_assign [] _slice_assign_scalar [] _sparse_adagrad_update [] adam_update [] ftrl_update [] log10 [] sgd_mom_update [] sgd_update [] _zeros [] _zeros_without_dtype [] adam_update [] argmax_channel [] batch_take [] ftml_update [] ftrl_update [] khatri_rao [] log10 [] mp_sgd_mom_update [] mp_sgd_update [] _random_normal [] Pad [] _random_exponential [] _random_gamma [] _random_generalized_negative_binomial [] _random_negative_binomial [] _random_normal [] _random_poisson [] _random_uniform [] rmsprop_update [] rmspropalex_update [] sgd_mom_update [] sgd_update [] _shuffle [] signsgd_update [] signum_update [] SliceChannel [] SwapAxis [] _random_uniform > Support Higher Order Derivative > ------------------------------- > > Key: MXNET-978 > URL: https://issues.apache.org/jira/browse/MXNET-978 > Project: Apache MXNet > Issue Type: Epic > Components: Apache MXNet Backend > Reporter: Lin Yuan > Priority: Major > -- This message was sent by Atlassian JIRA (v7.6.3#76005) --------------------------------------------------------------------- To unsubscribe, e-mail: issues-unsubscr...@mxnet.apache.org For additional commands, e-mail: issues-h...@mxnet.apache.org