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From "John (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (MXNET-978) Support Higher Order Derivative
Date Mon, 15 Oct 2018 22:18:00 GMT

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

John  commented on MXNET-978:
-----------------------------

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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