H A D | core_named_ops.py | 683 conv_1d( I=TensorDef(T1, S.OW + S.KW), K=TensorDef(T2, S.KW), O=TensorDef(U, S.OW, output=True), ) global() argument 699 conv_2d( I=TensorDef(T1, S.OH + S.KH, S.OW + S.KW), K=TensorDef(T2, S.KH, S.KW), O=TensorDef(U, S.OH, S.OW, output=True), ) global() argument 717 conv_3d( I=TensorDef(T1, S.OD + S.KD, S.OH + S.KH, S.OW + S.KW), K=TensorDef(T2, S.KD, S.KH, S.KW), O=TensorDef(U, S.OD, S.OH, S.OW, output=True), ) global() argument 735 conv_1d_nwc_wcf( I=TensorDef(T1, S.N, S.OW * S.SW + S.KW * S.DW, S.C), K=TensorDef(T2, S.KW, S.C, S.F), O=TensorDef(U, S.N, S.OW, S.F, output=True), strides=IndexAttrDef(S.SW, default=[1]), dilations=IndexAttrDef(S.DW, default=[1]), ) global() argument 755 conv_1d_ncw_fcw( I=TensorDef(T1, S.N, S.C, S.OW * S.SW + S.KW * S.DW), K=TensorDef(T2, S.F, S.C, S.KW), O=TensorDef(U, S.N, S.F, S.OW, output=True), strides=IndexAttrDef(S.SW, default=[1]), dilations=IndexAttrDef(S.DW, default=[1]), ) global() argument 779 conv_2d_nhwc_hwcf( I=TensorDef(T1, S.N, S.OH * S.SH + S.KH * S.DH, S.OW * S.SW + S.KW * S.DW, S.C), K=TensorDef(T2, S.KH, S.KW, S.C, S.F), O=TensorDef(U, S.N, S.OH, S.OW, S.F, output=True), strides=IndexAttrDef(S.SH, S.SW, default=[1, 1]), dilations=IndexAttrDef(S.DH, S.DW, default=[1, 1]), ) global() argument 803 conv_2d_nhwc_fhwc( I=TensorDef(T1, S.N, S.OH * S.SH + S.KH * S.DH, S.OW * S.SW + S.KW * S.DW, S.C), K=TensorDef(T2, S.F, S.KH, S.KW, S.C), O=TensorDef(U, S.N, S.OH, S.OW, S.F, output=True), strides=IndexAttrDef(S.SH, S.SW, default=[1, 1]), dilations=IndexAttrDef(S.DH, S.DW, default=[1, 1]), ) global() argument 827 conv_2d_nhwc_hwcf_q( I=TensorDef(T1, S.N, S.OH * S.SH + S.KH * S.DH, S.OW * S.SW + S.KW * S.DW, S.C), K=TensorDef(T2, S.KH, S.KW, S.C, S.F), IZp=ScalarDef(I32), KZp=ScalarDef(I32), O=TensorDef(U, S.N, S.OH, S.OW, S.F, output=True), strides=IndexAttrDef(S.SH, S.SW, default=[1, 1]), dilations=IndexAttrDef(S.DH, S.DW, default=[1, 1]), ) global() argument 857 conv_2d_nhwc_fhwc_q( I=TensorDef(T1, S.N, S.OH * S.SH + S.KH * S.DH, S.OW * S.SW + S.KW * S.DW, S.C), K=TensorDef(T2, S.F, S.KH, S.KW, S.C), IZp=ScalarDef(I32), KZp=ScalarDef(I32), O=TensorDef(U, S.N, S.OH, S.OW, S.F, output=True), strides=IndexAttrDef(S.SH, S.SW, default=[1, 1]), dilations=IndexAttrDef(S.DH, S.DW, default=[1, 1]), ) global() argument 887 conv_2d_nchw_fchw( I=TensorDef(T1, S.N, S.C, S.OH * S.SH + S.KH * S.DH, S.OW * S.SW + S.KW * S.DW), K=TensorDef(T2, S.F, S.C, S.KH, S.KW), O=TensorDef(U, S.N, S.F, S.OH, S.OW, output=True), strides=IndexAttrDef(S.SH, S.SW, default=[1, 1]), dilations=IndexAttrDef(S.DH, S.DW, default=[1, 1]), ) global() argument 912 conv_2d_ngchw_fgchw( I=TensorDef( T1, S.N, S.G, S.C, S.OH * S.SH + S.KH * S.DH, S.OW * S.SW + S.KW * S.DW ), K=TensorDef(T2, S.FG, S.G, S.C, S.KH, S.KW), O=TensorDef(U, S.N, S.G, S.FG, S.OH, S.OW, output=True), strides=IndexAttrDef(S.SH, S.SW, default=[1, 1]), dilations=IndexAttrDef(S.DH, S.DW, default=[1, 1]), ) global() argument 938 conv_2d_ngchw_gfchw( I=TensorDef( T1, S.N, S.G, S.C, S.OH * S.SH + S.KH * S.DH, S.OW * S.SW + S.KW * S.DW ), K=TensorDef(T2, S.G, S.FG, S.C, S.KH, S.KW), O=TensorDef(U, S.N, S.G, S.FG, S.OH, S.OW, output=True), strides=IndexAttrDef(S.SH, S.SW, default=[1, 1]), dilations=IndexAttrDef(S.DH, S.DW, default=[1, 1]), ) global() argument 964 conv_2d_ngchw_gfchw_q( I=TensorDef( T1, S.N, S.G, S.C, S.OH * S.SH + S.KH * S.DH, S.OW * S.SW + S.KW * S.DW ), K=TensorDef(T2, S.G, S.FG, S.C, S.KH, S.KW), IZp=ScalarDef(I32), KZp=ScalarDef(I32), O=TensorDef(U, S.N, S.G, S.FG, S.OH, S.OW, output=True), strides=IndexAttrDef(S.SH, S.SW, default=[1, 1]), dilations=IndexAttrDef(S.DH, S.DW, default=[1, 1]), ) global() argument 1003 conv_3d_ndhwc_dhwcf( I=TensorDef( T1, S.N, S.OD * S.SD + S.KD * S.DD, S.OH * S.SH + S.KH * S.DH, S.OW * S.SW + S.KW * S.DW, S.C, ), K=TensorDef(T2, S.KD, S.KH, S.KW, S.C, S.F), O=TensorDef(U, S.N, S.OD, S.OH, S.OW, S.F, output=True), strides=IndexAttrDef(S.SD, S.SH, S.SW, default=[1, 1, 1]), dilations=IndexAttrDef(S.DD, S.DH, S.DW, default=[1, 1, 1]), ) global() argument 1037 conv_3d_ndhwc_dhwcf_q( I=TensorDef( T1, S.N, S.OD * S.SD + S.KD * S.DD, S.OH * S.SH + S.KH * S.DH, S.OW * S.SW + S.KW * S.DW, S.C, ), K=TensorDef(T2, S.KD, S.KH, S.KW, S.C, S.F), IZp=ScalarDef(I32), KZp=ScalarDef(I32), O=TensorDef(U, S.N, S.OD, S.OH, S.OW, S.F, output=True), strides=IndexAttrDef(S.SD, S.SH, S.SW, default=[1, 1, 1]), dilations=IndexAttrDef(S.DD, S.DH, S.DW, default=[1, 1, 1]), ) global() argument 1081 conv_3d_ncdhw_fcdhw( I=TensorDef( T1, S.N, S.C, S.OD * S.SD + S.KD * S.DD, S.OH * S.SH + S.KH * S.DH, S.OW * S.SW + S.KW * S.DW, ), K=TensorDef(T2, S.F, S.C, S.KD, S.KH, S.KW), O=TensorDef(U, S.N, S.F, S.OD, S.OH, S.OW, output=True), strides=IndexAttrDef(S.SD, S.SH, S.SW, default=[1, 1, 1]), dilations=IndexAttrDef(S.DD, S.DH, S.DW, default=[1, 1, 1]), ) global() argument 1109 depthwise_conv_1d_nwc_wc( I=TensorDef(T1, S.N, S.OW * S.SW + S.KW * S.DW, S.IC), K=TensorDef(T2, S.KW, S.IC), O=TensorDef(U, S.N, S.OW, S.IC, output=True), strides=IndexAttrDef(S.SW, default=[1]), dilations=IndexAttrDef(S.DW, default=[1]), ) global() argument 1130 depthwise_conv_1d_ncw_cw( I=TensorDef(T1, S.N, S.IC, S.OW * S.SW + S.KW * S.DW), K=TensorDef(T2, S.IC, S.KW), O=TensorDef(U, S.N, S.IC, S.OW, output=True), strides=IndexAttrDef(S.SW, default=[1]), dilations=IndexAttrDef(S.DW, default=[1]), ) global() argument 1151 depthwise_conv_1d_nwc_wcm( I=TensorDef(T1, S.N, S.OW * S.SW + S.KW * S.DW, S.IC), K=TensorDef(T2, S.KW, S.IC, S.CM), O=TensorDef(U, S.N, S.OW, S.IC, S.CM, output=True), strides=IndexAttrDef(S.SW, default=[1]), dilations=IndexAttrDef(S.DW, default=[1]), ) global() argument 1171 depthwise_conv_2d_nhwc_hwc( I=TensorDef(T1, S.N, S.OH * S.SH + S.KH * S.DH, S.OW * S.SW + S.KW * S.DW, S.IC), K=TensorDef(T2, S.KH, S.KW, S.IC), O=TensorDef(U, S.N, S.OH, S.OW, S.IC, output=True), strides=IndexAttrDef(S.SH, S.SW, default=[1, 1]), dilations=IndexAttrDef(S.DH, S.DW, default=[1, 1]), ) global() argument 1192 depthwise_conv_2d_nchw_chw( I=TensorDef(T1, S.N, S.IC, S.OH * S.SH + S.KH * S.DH, S.OW * S.SW + S.KW * S.DW), K=TensorDef(T2, S.IC, S.KH, S.KW), O=TensorDef(U, S.N, S.IC, S.OH, S.OW, output=True), strides=IndexAttrDef(S.SH, S.SW, default=[1, 1]), dilations=IndexAttrDef(S.DH, S.DW, default=[1, 1]), ) global() argument 1213 depthwise_conv_2d_nhwc_hwc_q( I=TensorDef(T1, S.N, S.OH * S.SH + S.KH * S.DH, S.OW * S.SW + S.KW * S.DW, S.IC), K=TensorDef(T2, S.KH, S.KW, S.IC), IZp=ScalarDef(I32), KZp=ScalarDef(I32), O=TensorDef(U, S.N, S.OH, S.OW, S.IC, output=True), strides=IndexAttrDef(S.SH, S.SW, default=[1, 1]), dilations=IndexAttrDef(S.DH, S.DW, default=[1, 1]), ) global() argument 1238 depthwise_conv_2d_nhwc_hwcm( I=TensorDef(T1, S.N, S.OH * S.SH + S.KH * S.DH, S.OW * S.SW + S.KW * S.DW, S.IC), K=TensorDef(T2, S.KH, S.KW, S.IC, S.CM), O=TensorDef(U, S.N, S.OH, S.OW, S.IC, S.CM, output=True), strides=IndexAttrDef(S.SH, S.SW, default=[1, 1]), dilations=IndexAttrDef(S.DH, S.DW, default=[1, 1]), ) global() argument 1258 depthwise_conv_2d_nhwc_hwcm_q( I=TensorDef(T1, S.N, S.OH * S.SH + S.KH * S.DH, S.OW * S.SW + S.KW * S.DW, S.IC), K=TensorDef(T2, S.KH, S.KW, S.IC, S.CM), IZp=ScalarDef(I32), KZp=ScalarDef(I32), O=TensorDef(U, S.N, S.OH, S.OW, S.IC, S.CM, output=True), strides=IndexAttrDef(S.SH, S.SW, default=[1, 1]), dilations=IndexAttrDef(S.DH, S.DW, default=[1, 1]), ) global() argument 1288 depthwise_conv_3d_ndhwc_dhwc( I=TensorDef( T1, S.N, S.OD * S.SD + S.KD * S.DD, S.OH * S.SH + S.KH * S.DH, S.OW * S.SW + S.KW * S.DW, S.IC, ), K=TensorDef(T2, S.KD, S.KH, S.KW, S.IC), O=TensorDef(U, S.N, S.OD, S.OH, S.OW, output=True), strides=IndexAttrDef(S.SD, S.SH, S.SW, default=[1, 1, 1]), dilations=IndexAttrDef(S.DD, S.DH, S.DW, default=[1, 1, 1]), ) global() argument 1324 depthwise_conv_3d_ncdhw_cdhw( I=TensorDef( T1, S.N, S.IC, S.OD * S.SD + S.KD * S.DD, S.OH * S.SH + S.KH * S.DH, S.OW * S.SW + S.KW * S.DW, ), K=TensorDef(T2, S.IC, S.KD, S.KH, S.KW), O=TensorDef(U, S.N, S.IC, S.OD, S.OH, S.OW, output=True), strides=IndexAttrDef(S.SD, S.SH, S.SW, default=[1, 1, 1]), dilations=IndexAttrDef(S.DD, S.DH, S.DW, default=[1, 1, 1]), ) global() argument 1358 depthwise_conv_3d_ndhwc_dhwcm( I=TensorDef( T1, S.N, S.OD * S.SD + S.KD * S.DD, S.OH * S.SH + S.KH * S.DH, S.OW * S.SW + S.KW * S.DW, S.IC, ), K=TensorDef(T2, S.KD, S.KH, S.KW, S.IC, S.CM), O=TensorDef(U, S.N, S.OD, S.OH, S.OW, S.CM, output=True), strides=IndexAttrDef(S.SD, S.SH, S.SW, default=[1, 1, 1]), dilations=IndexAttrDef(S.DD, S.DH, S.DW, default=[1, 1, 1]), ) global() argument 1387 pooling_nhwc_sum( I=TensorDef(T1, S.N, S.OH * S.SH + S.KH * S.DH, S.OW * S.SW + S.KW * S.DW, S.C), K=TensorDef(T2, S.KH, S.KW, index_dims=[D.kh, D.kw]), O=TensorDef(U, S.N, S.OH, S.OW, S.C, output=True), strides=IndexAttrDef(S.SH, S.SW, default=[1, 1]), dilations=IndexAttrDef(S.DH, S.DW, default=[1, 1]), ) global() argument 1411 pooling_nchw_sum( I=TensorDef(T1, S.N, S.C, S.OH * S.SH + S.KH * S.DH, S.OW * S.SW + S.KW * S.DW), K=TensorDef(T2, S.KH, S.KW, index_dims=[D.kh, D.kw]), O=TensorDef(U, S.N, S.C, S.OH, S.OW, output=True), strides=IndexAttrDef(S.SH, S.SW, default=[1, 1]), dilations=IndexAttrDef(S.DH, S.DW, default=[1, 1]), ) global() argument 1435 pooling_nhwc_max( I=TensorDef(T1, S.N, S.OH * S.SH + S.KH * S.DH, S.OW * S.SW + S.KW * S.DW, S.C), K=TensorDef(T2, S.KH, S.KW, index_dims=[D.kh, D.kw]), O=TensorDef(U, S.N, S.OH, S.OW, S.C, output=True), strides=IndexAttrDef(S.SH, S.SW, default=[1, 1]), dilations=IndexAttrDef(S.DH, S.DW, default=[1, 1]), ) global() argument 1457 pooling_nhwc_max_unsigned( I=TensorDef(T1, S.N, S.OH * S.SH + S.KH * S.DH, S.OW * S.SW + S.KW * S.DW, S.C), K=TensorDef(T2, S.KH, S.KW, index_dims=[D.kh, D.kw]), O=TensorDef(U, S.N, S.OH, S.OW, S.C, output=True), strides=IndexAttrDef(S.SH, S.SW, default=[1, 1]), dilations=IndexAttrDef(S.DH, S.DW, default=[1, 1]), ) global() argument 1479 pooling_nchw_max( I=TensorDef(T1, S.N, S.C, S.OH * S.SH + S.KH * S.DH, S.OW * S.SW + S.KW * S.DW), K=TensorDef(T2, S.KH, S.KW, index_dims=[D.kh, D.kw]), O=TensorDef(U, S.N, S.C, S.OH, S.OW, output=True), strides=IndexAttrDef(S.SH, S.SW, default=[1, 1]), dilations=IndexAttrDef(S.DH, S.DW, default=[1, 1]), ) global() argument 1507 pooling_nhwc_min( I=TensorDef(T1, S.N, S.OH * S.SH + S.KH * S.DH, S.OW * S.SW + S.KW * S.DW, S.C), K=TensorDef(T2, S.KH, S.KW, index_dims=[D.kh, D.kw]), O=TensorDef(U, S.N, S.OH, S.OW, S.C, output=True), strides=IndexAttrDef(S.SH, S.SW, default=[1, 1]), dilations=IndexAttrDef(S.DH, S.DW, default=[1, 1]), ) global() argument 1529 pooling_nhwc_min_unsigned( I=TensorDef(T1, S.N, S.OH * S.SH + S.KH * S.DH, S.OW * S.SW + S.KW * S.DW, S.C), K=TensorDef(T2, S.KH, S.KW, index_dims=[D.kh, D.kw]), O=TensorDef(U, S.N, S.OH, S.OW, S.C, output=True), strides=IndexAttrDef(S.SH, S.SW, default=[1, 1]), dilations=IndexAttrDef(S.DH, S.DW, default=[1, 1]), ) global() argument 1551 pooling_nwc_sum( I=TensorDef(T1, S.N, S.OW * S.SW + S.KW * S.DW, S.C), K=TensorDef(T2, S.KW, index_dims=[D.kw]), O=TensorDef(U, S.N, S.OW, S.C, output=True), strides=IndexAttrDef(S.SW, default=[1]), dilations=IndexAttrDef(S.DW, default=[1]), ) global() argument 1573 pooling_ncw_sum( I=TensorDef(T1, S.N, S.C, S.OW * S.SW + S.KW * S.DW), K=TensorDef(T2, S.KW, index_dims=[D.kw]), O=TensorDef(U, S.N, S.C, S.OW, output=True), strides=IndexAttrDef(S.SW, default=[1]), dilations=IndexAttrDef(S.DW, default=[1]), ) global() argument 1595 pooling_nwc_max( I=TensorDef(T1, S.N, S.OW * S.SW + S.KW * S.DW, S.C), K=TensorDef(T2, S.KW, index_dims=[D.kw]), O=TensorDef(U, S.N, S.OW, S.C, output=True), strides=IndexAttrDef(S.SW, default=[1]), dilations=IndexAttrDef(S.DW, default=[1]), ) global() argument 1615 pooling_nwc_max_unsigned( I=TensorDef(T1, S.N, S.OW * S.SW + S.KW * S.DW, S.C), K=TensorDef(T2, S.KW, index_dims=[D.kw]), O=TensorDef(U, S.N, S.OW, S.C, output=True), strides=IndexAttrDef(S.SW, default=[1]), dilations=IndexAttrDef(S.DW, default=[1]), ) global() argument 1635 pooling_ncw_max( I=TensorDef(T1, S.N, S.C, S.OW * S.SW + S.KW * S.DW), K=TensorDef(T2, S.KW, index_dims=[D.kw]), O=TensorDef(U, S.N, S.C, S.OW, output=True), strides=IndexAttrDef(S.SW, default=[1]), dilations=IndexAttrDef(S.DW, default=[1]), ) global() argument 1662 pooling_nwc_min( I=TensorDef(T1, S.N, S.OW * S.SW + S.KW * S.DW, S.C), K=TensorDef(T2, S.KW, index_dims=[D.kw]), O=TensorDef(U, S.N, S.OW, S.C, output=True), strides=IndexAttrDef(S.SW, default=[1]), dilations=IndexAttrDef(S.DW, default=[1]), ) global() argument 1682 pooling_nwc_min_unsigned( I=TensorDef(T1, S.N, S.OW * S.SW + S.KW * S.DW, S.C), K=TensorDef(T2, S.KW, index_dims=[D.kw]), O=TensorDef(U, S.N, S.OW, S.C, output=True), strides=IndexAttrDef(S.SW, default=[1]), dilations=IndexAttrDef(S.DW, default=[1]), ) global() argument 1707 pooling_ndhwc_sum( I=TensorDef( T1, S.N, S.OD * S.SD + S.KD * S.DD, S.OH * S.SH + S.KH * S.DH, S.OW * S.SW + S.KW * S.DW, S.C, ), K=TensorDef(T2, S.KD, S.KH, S.KW, index_dims=[D.kd, D.kh, D.kw]), O=TensorDef(U, S.N, S.OD, S.OH, S.OW, S.C, output=True), strides=IndexAttrDef(S.SD, S.SH, S.SW, default=[1, 1, 1]), dilations=IndexAttrDef(S.DD, S.DH, S.DW, default=[1, 1, 1]), ) global() argument 1741 pooling_ndhwc_max( I=TensorDef( T1, S.N, S.OD * S.SD + S.KD * S.DD, S.OH * S.SH + S.KH * S.DH, S.OW * S.SW + S.KW * S.DW, S.C, ), K=TensorDef(T2, S.KD, S.KH, S.KW, index_dims=[D.kd, D.kh, D.kw]), O=TensorDef(U, S.N, S.OD, S.OH, S.OW, S.C, output=True), strides=IndexAttrDef(S.SD, S.SH, S.SW, default=[1, 1, 1]), dilations=IndexAttrDef(S.DD, S.DH, S.DW, default=[1, 1, 1]), ) global() argument 1777 pooling_ndhwc_min( I=TensorDef( T1, S.N, S.OD * S.SD + S.KD * S.DD, S.OH * S.SH + S.KH * S.DH, S.OW * S.SW + S.KW * S.DW, S.C, ), K=TensorDef(T2, S.KD, S.KH, S.KW, index_dims=[D.kd, D.kh, D.kw]), O=TensorDef(U, S.N, S.OD, S.OH, S.OW, S.C, output=True), strides=IndexAttrDef(S.SD, S.SH, S.SW, default=[1, 1, 1]), dilations=IndexAttrDef(S.DD, S.DH, S.DW, default=[1, 1, 1]), ) global() argument [all...] |