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Posted to issues@mxnet.apache.org by "John (JIRA)" <ji...@apache.org> on 2018/10/15 22:26:00 UTC

[jira] [Comment Edited] (MXNET-978) Support Higher Order Derivative

    [ https://issues.apache.org/jira/browse/MXNET-978?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16650878#comment-16650878 ] 

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
>




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