From a113fe1325d9741228083ab801aee22e9cc41986 Mon Sep 17 00:00:00 2001 From: sebffischer Date: Thu, 26 Oct 2023 07:14:30 +0000 Subject: [PATCH] =?UTF-8?q?Deploying=20to=20gh-pages=20from=20@=20mlr-org/?= =?UTF-8?q?mlr3torch@4d5d1237b8b85e58a1bffac095f9aa592fddd0e1=20?= =?UTF-8?q?=F0=9F=9A=80?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- articles/get_started.html | 2 +- articles/image_classification.html | 3 +- articles/pipeop_torch.html | 58 +++++++++--------- .../figure-html/unnamed-chunk-10-1.png | Bin 10315 -> 10315 bytes .../figure-html/unnamed-chunk-26-1.png | Bin 33607 -> 33607 bytes .../figure-html/unnamed-chunk-32-1.png | Bin 31201 -> 31201 bytes .../figure-html/unnamed-chunk-40-1.png | Bin 137666 -> 137763 bytes .../figure-html/unnamed-chunk-45-1.png | Bin 137727 -> 137395 bytes .../figure-html/unnamed-chunk-48-1.png | Bin 16390 -> 16390 bytes .../figure-html/unnamed-chunk-50-1.png | Bin 12147 -> 12147 bytes .../figure-html/unnamed-chunk-51-1.png | Bin 137624 -> 137687 bytes .../figure-html/unnamed-chunk-53-1.png | Bin 15806 -> 15806 bytes .../figure-html/unnamed-chunk-54-1.png | Bin 137006 -> 137024 bytes .../figure-html/unnamed-chunk-56-1.png | Bin 23998 -> 23998 bytes .../figure-html/unnamed-chunk-57-1.png | Bin 136995 -> 137097 bytes ...XZYTXPIvIBgJJSb6s3BzlRRfKOFbvjojISWaw.woff | Bin 52952 -> 52820 bytes deps/bootstrap-5.2.2/bootstrap.min.css | 4 +- pkgdown.yml | 2 +- reference/TorchCallback.html | 6 +- reference/mlr_backends_lazy.html | 8 +-- reference/mlr_learners.mlp.html | 2 +- reference/mlr_learners_torch_model.html | 10 +-- reference/mlr_resamplings_row_roles.html | 2 +- reference/nn_graph.html | 32 +++++----- search.json | 2 +- 25 files changed, 66 insertions(+), 65 deletions(-) diff --git a/articles/get_started.html b/articles/get_started.html index d2054783..43cb3431 100644 --- a/articles/get_started.html +++ b/articles/get_started.html @@ -258,7 +258,7 @@

Loss #> initialize: function (reduction = "mean") #> forward: function (input, target) #> clone: function (deep = FALSE) -#> Parent env: <environment: 0x56390b046aa0> +#> Parent env: <environment: 0x55c0e4104d10> #> Locked objects: FALSE #> Locked class: FALSE #> Portable: TRUE diff --git a/articles/image_classification.html b/articles/image_classification.html index b52f55ec..f0ede1a8 100644 --- a/articles/image_classification.html +++ b/articles/image_classification.html @@ -154,7 +154,8 @@ #> * Target: class #> * Properties: multiclass #> * Features (1): -#> - img (1): image +#> - img (1): image +#> * Additional Row Roles: 10000 (test), 10000 (holdout)

The first time this task is accessed, the data is downloaded from the internet. In order to download the dataset only once, you can set the mlr3torch.cache option to either TRUE or a diff --git a/articles/pipeop_torch.html b/articles/pipeop_torch.html index ded95c9b..c2374cd3 100644 --- a/articles/pipeop_torch.html +++ b/articles/pipeop_torch.html @@ -135,8 +135,8 @@

A torch Primerinput = torch_randn(2, 3) input #> torch_tensor -#> 1.6283 1.2016 -0.2456 -#> 0.6037 -0.9076 -0.2150 +#> 0.6712 -0.7918 0.3520 +#> 0.4001 0.2723 -0.6842 #> [ CPUFloatType{2,3} ]

An nn_module is constructed from a nn_module_generator. nn_linear is one of the @@ -148,8 +148,8 @@

A torch Primeroutput = module_1(input) output #> torch_tensor -#> 0.7920 -0.4666 0.1725 0.1875 -#> -0.1864 0.4870 0.8913 0.5557 +#> 0.7345 -0.4544 0.1292 -0.3142 +#> 0.7483 0.6051 0.6985 -0.5319 #> [ CPUFloatType{2,4} ][ grad_fn = <AddmmBackward0> ]

A neural network with one (4-unit) hidden layer and two outputs needs the following ingredients

@@ -165,8 +165,8 @@

A torch Primeroutput = softmax(output) output #> torch_tensor -#> 0.4408 0.3575 0.2017 -#> 0.4214 0.3807 0.1979 +#> 0.4723 0.3279 0.1998 +#> 0.4800 0.3340 0.1860 #> [ CPUFloatType{2,3} ][ grad_fn = <SoftmaxBackward0> ]

We will now continue with showing how such a neural network can be represented inmlr3torch.

@@ -200,8 +200,8 @@

Neural Networks as Graphsoutput = po_module_1$train(list(input))[[1]] output #> torch_tensor -#> 0.7920 -0.4666 0.1725 0.1875 -#> -0.1864 0.4870 0.8913 0.5557 +#> 0.7345 -0.4544 0.1292 -0.3142 +#> 0.7483 0.6051 0.6985 -0.5319 #> [ CPUFloatType{2,4} ][ grad_fn = <AddmmBackward0> ]

Note we only use the $train(), since torch modules do not have anything that maps to the state (it is filled by @@ -226,8 +226,8 @@

Neural Networks as Graphsoutput = module_graph$train(input)[[1]] output #> torch_tensor -#> 0.4408 0.3575 0.2017 -#> 0.4214 0.3807 0.1979 +#> 0.4723 0.3279 0.1998 +#> 0.4800 0.3340 0.1860 #> [ CPUFloatType{2,3} ][ grad_fn = <SoftmaxBackward0> ]

While this object allows to easily perform a forward pass, it does not inherit from nn_module, which is useful for various @@ -274,8 +274,8 @@

Neural Networks as Graphs
 graph_module(input)
 #> torch_tensor
-#>  0.4408  0.3575  0.2017
-#>  0.4214  0.3807  0.1979
+#>  0.4723  0.3279  0.1998
+#>  0.4800  0.3340  0.1860
 #> [ CPUFloatType{2,3} ][ grad_fn = <SoftmaxBackward0> ]
@@ -390,8 +390,8 @@

small_module(input) #> torch_tensor -#> 0.3968 -0.7931 -0.4302 0.1646 -#> -0.0069 -0.1365 0.4853 0.5802 +#> 0.3896 0.1871 -0.0285 1.3713 +#> 0.2614 0.8441 -0.3077 0.3655 #> [ CPUFloatType{2,4} ][ grad_fn = <AddmmBackward0> ]

@@ -452,9 +452,9 @@

Using ModelDescriptor to small_module(batch$x[[1]]) #> torch_tensor -#> 2.6943 -1.0861 -0.8899 -2.8674 -#> 2.4796 -1.0973 -0.9084 -2.5827 -#> 2.5050 -1.0155 -0.7914 -2.6291 +#> 1.4781 3.2304 -1.4985 -0.5034 +#> 1.3919 3.1744 -1.3875 -0.5419 +#> 1.3797 3.0247 -1.4145 -0.4264 #> [ CPUFloatType{3,4} ][ grad_fn = <AddmmBackward0> ]

The first linear layer that takes “Sepal” input ("linear1") creates a 2x4 tensor (batch size 2, 4 units), @@ -711,14 +711,14 @@

Building more interesting NNsiris_module$graph$pipeops$linear1$.result #> $output #> torch_tensor -#> -5.9344 2.2968 2.9334 -3.3277 -#> -5.5339 2.2008 2.6771 -3.1081 +#> -1.8881 0.0343 1.0587 3.7340 +#> -1.6847 -0.0108 0.8040 3.4440 #> [ CPUFloatType{2,4} ][ grad_fn = <AddmmBackward0> ] iris_module$graph$pipeops$linear3$.result #> $output #> torch_tensor -#> 0.1041 -0.3775 0.0301 0.4483 0.4864 -#> 0.1041 -0.3775 0.0301 0.4483 0.4864 +#> 0.5958 -0.1103 0.2794 -0.5202 0.1311 +#> 0.5958 -0.1103 0.2794 -0.5202 0.1311 #> [ CPUFloatType{2,5} ][ grad_fn = <AddmmBackward0> ]

We observe that the po("nn_merge_cat") concatenates these, as expected:

@@ -726,8 +726,8 @@

Building more interesting NNsiris_module$graph$pipeops$nn_merge_cat$.result #> $output #> torch_tensor -#> -5.9344 2.2968 2.9334 -3.3277 0.1041 -0.3775 0.0301 0.4483 0.4864 -#> -5.5339 2.2008 2.6771 -3.1081 0.1041 -0.3775 0.0301 0.4483 0.4864 +#> -1.8881 0.0343 1.0587 3.7340 0.5958 -0.1103 0.2794 -0.5202 0.1311 +#> -1.6847 -0.0108 0.8040 3.4440 0.5958 -0.1103 0.2794 -0.5202 0.1311 #> [ CPUFloatType{2,9} ][ grad_fn = <CatBackward0> ] diff --git a/articles/pipeop_torch_files/figure-html/unnamed-chunk-10-1.png b/articles/pipeop_torch_files/figure-html/unnamed-chunk-10-1.png index 1d680a6f02dd443693f576cbd498ae3789c1d9f9..11590615b512217ac6ac96b8c55d89bdd4993a23 100644 GIT binary patch delta 86 zcmX>da5`W@A19X-J1_sF`_VHuPLEfYFf`CLG7B*da5`W@A1AxK0GF`*4uSNI)8o}849s%}>cpt7I@TFf!J~rs2nyw-10C7(8A5T-G@yGywn($RLCO delta 108 zcmX@!#&o=mX+j?-ySxCGxWv^fbsMKgH-#FQ>lzz|7@Aob8dw<_X&V?=85peoR(qL& ufkCyzHKHUXu_VEF|YelG`fv%BRh=IA4p|O>bfwqBxm4U&bgE@u_ 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.5rem;--bs-nav-link-font-weight: ;--bs-nav-link-color: var(--bs-link-color);--bs-nav-link-hover-color: var(--bs-link-hover-color);--bs-nav-link-disabled-color: #6c757d;display:flex;display:-webkit-flex;flex-wrap:wrap;-webkit-flex-wrap:wrap;padding-left:0;margin-bottom:0;list-style:none}.nav-link{display:block;padding:var(--bs-nav-link-padding-y) var(--bs-nav-link-padding-x);font-size:var(--bs-nav-link-font-size);font-weight:var(--bs-nav-link-font-weight);color:var(--bs-nav-link-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;transition:color 0.15s ease-in-out,background-color 0.15s ease-in-out,border-color 0.15s ease-in-out}@media (prefers-reduced-motion: reduce){.nav-link{transition:none}}.nav-link:hover,.nav-link:focus{color:var(--bs-nav-link-hover-color)}.nav-link.disabled{color:var(--bs-nav-link-disabled-color);pointer-events:none;cursor:default}.nav-tabs{--bs-nav-tabs-border-width: 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.nav-link{color:var(--bs-nav-tabs-link-active-color);background-color:var(--bs-nav-tabs-link-active-bg);border-color:var(--bs-nav-tabs-link-active-border-color)}.nav-tabs .dropdown-menu{margin-top:calc(-1 * var(--bs-nav-tabs-border-width));border-top-left-radius:0;border-top-right-radius:0}.nav-pills{--bs-nav-pills-border-radius: .375rem;--bs-nav-pills-link-active-color: #fff;--bs-nav-pills-link-active-bg: #0d6efd}.nav-pills .nav-link{background:none;border:0;border-radius:var(--bs-nav-pills-border-radius)}.nav-pills .nav-link:disabled{color:var(--bs-nav-link-disabled-color);background-color:transparent;border-color:transparent}.nav-pills .nav-link.active,.nav-pills .show>.nav-link{color:var(--bs-nav-pills-link-active-color);background-color:var(--bs-nav-pills-link-active-bg)}.nav-fill>.nav-link,.nav-fill .nav-item{flex:1 1 auto;-webkit-flex:1 1 auto;text-align:center}.nav-justified>.nav-link,.nav-justified 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992px){.navbar-expand-lg{flex-wrap:nowrap;-webkit-flex-wrap:nowrap;justify-content:flex-start;-webkit-justify-content:flex-start}.navbar-expand-lg .navbar-nav{flex-direction:row;-webkit-flex-direction:row}.navbar-expand-lg .navbar-nav .dropdown-menu{position:absolute}.navbar-expand-lg .navbar-nav .nav-link{padding-right:var(--bs-navbar-nav-link-padding-x);padding-left:var(--bs-navbar-nav-link-padding-x)}.navbar-expand-lg .navbar-nav-scroll{overflow:visible}.navbar-expand-lg .navbar-collapse{display:flex !important;display:-webkit-flex !important;flex-basis:auto;-webkit-flex-basis:auto}.navbar-expand-lg .navbar-toggler{display:none}.navbar-expand-lg .offcanvas{position:static;z-index:auto;flex-grow:1;-webkit-flex-grow:1;width:auto !important;height:auto !important;visibility:visible !important;background-color:transparent !important;border:0 !important;transform:none !important;transition:none}.navbar-expand-lg .offcanvas .offcanvas-header{display:none}.navbar-expand-lg .offcanvas 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var(--bs-badge-padding-x);font-size:var(--bs-badge-font-size);font-weight:var(--bs-badge-font-weight);line-height:1;color:var(--bs-badge-color);text-align:center;white-space:nowrap;vertical-align:baseline;border-radius:var(--bs-badge-border-radius)}.badge:empty{display:none}.btn .badge{position:relative;top:-1px}.alert{--bs-alert-bg: transparent;--bs-alert-padding-x: 1rem;--bs-alert-padding-y: 1rem;--bs-alert-margin-bottom: 1rem;--bs-alert-color: inherit;--bs-alert-border-color: transparent;--bs-alert-border: 1px solid var(--bs-alert-border-color);--bs-alert-border-radius: .375rem;position:relative;padding:var(--bs-alert-padding-y) var(--bs-alert-padding-x);margin-bottom:var(--bs-alert-margin-bottom);color:var(--bs-alert-color);background-color:var(--bs-alert-bg);border:var(--bs-alert-border);border-radius:var(--bs-alert-border-radius)}.alert-heading{color:inherit}.alert-link{font-weight:700}.alert-dismissible{padding-right:3rem}.alert-dismissible .btn-close{position:absolute;top:0;right:0;z-index:2;padding:1.25rem 1rem}.alert-default{--bs-alert-color: #595a5c;--bs-alert-bg: #f8f9fa;--bs-alert-border-color: #f5f6f8}.alert-default .alert-link{color:#47484a}.alert-primary{--bs-alert-color: #084298;--bs-alert-bg: #cfe2ff;--bs-alert-border-color: #b6d4fe}.alert-primary .alert-link{color:#06357a}.alert-secondary{--bs-alert-color: #41464b;--bs-alert-bg: #e2e3e5;--bs-alert-border-color: #d3d6d8}.alert-secondary .alert-link{color:#34383c}.alert-success{--bs-alert-color: #0f5132;--bs-alert-bg: #d1e7dd;--bs-alert-border-color: #badbcc}.alert-success .alert-link{color:#0c4128}.alert-info{--bs-alert-color: #055160;--bs-alert-bg: #cff4fc;--bs-alert-border-color: #b6effb}.alert-info .alert-link{color:#04414d}.alert-warning{--bs-alert-color: #664d03;--bs-alert-bg: #fff3cd;--bs-alert-border-color: #ffecb5}.alert-warning .alert-link{color:#523e02}.alert-danger{--bs-alert-color: #842029;--bs-alert-bg: #f8d7da;--bs-alert-border-color: 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ease;display:flex;display:-webkit-flex;height:var(--bs-progress-height);overflow:hidden;font-size:var(--bs-progress-font-size);background-color:var(--bs-progress-bg);border-radius:var(--bs-progress-border-radius)}.progress-bar{display:flex;display:-webkit-flex;flex-direction:column;-webkit-flex-direction:column;justify-content:center;-webkit-justify-content:center;overflow:hidden;color:var(--bs-progress-bar-color);text-align:center;white-space:nowrap;background-color:var(--bs-progress-bar-bg);transition:var(--bs-progress-bar-transition)}@media (prefers-reduced-motion: reduce){.progress-bar{transition:none}}.progress-bar-striped{background-image:linear-gradient(45deg, rgba(255,255,255,0.15) 25%, transparent 25%, transparent 50%, rgba(255,255,255,0.15) 50%, rgba(255,255,255,0.15) 75%, transparent 75%, transparent);background-size:var(--bs-progress-height) var(--bs-progress-height)}.progress-bar-animated{animation:1s linear infinite progress-bar-stripes}@media (prefers-reduced-motion: reduce){.progress-bar-animated{animation:none}}.list-group{--bs-list-group-color: #212529;--bs-list-group-bg: #fff;--bs-list-group-border-color: rgba(0,0,0,0.125);--bs-list-group-border-width: 1px;--bs-list-group-border-radius: .375rem;--bs-list-group-item-padding-x: 1rem;--bs-list-group-item-padding-y: .5rem;--bs-list-group-action-color: #495057;--bs-list-group-action-hover-color: #495057;--bs-list-group-action-hover-bg: #f8f9fa;--bs-list-group-action-active-color: #212529;--bs-list-group-action-active-bg: #e9ecef;--bs-list-group-disabled-color: #6c757d;--bs-list-group-disabled-bg: #fff;--bs-list-group-active-color: #fff;--bs-list-group-active-bg: #0d6efd;--bs-list-group-active-border-color: 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";counter-increment:section}.list-group-item-action{width:100%;color:var(--bs-list-group-action-color);text-align:inherit}.list-group-item-action:hover,.list-group-item-action:focus{z-index:1;color:var(--bs-list-group-action-hover-color);text-decoration:none;background-color:var(--bs-list-group-action-hover-bg)}.list-group-item-action:active{color:var(--bs-list-group-action-active-color);background-color:var(--bs-list-group-action-active-bg)}.list-group-item{position:relative;display:block;padding:var(--bs-list-group-item-padding-y) var(--bs-list-group-item-padding-x);color:var(--bs-list-group-color);text-decoration:none;-webkit-text-decoration:none;-moz-text-decoration:none;-ms-text-decoration:none;-o-text-decoration:none;background-color:var(--bs-list-group-bg);border:var(--bs-list-group-border-width) solid 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var(--bs-list-group-border-width));border-top-width:var(--bs-list-group-border-width)}.list-group-horizontal{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal>.list-group-item.active{margin-top:0}.list-group-horizontal>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}@media (min-width: 576px){.list-group-horizontal-sm{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-sm>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-sm>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-sm>.list-group-item.active{margin-top:0}.list-group-horizontal-sm>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-sm>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media (min-width: 768px){.list-group-horizontal-md{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-md>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-md>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-md>.list-group-item.active{margin-top:0}.list-group-horizontal-md>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-md>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media (min-width: 992px){.list-group-horizontal-lg{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-lg>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-lg>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-lg>.list-group-item.active{margin-top:0}.list-group-horizontal-lg>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-lg>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media (min-width: 1200px){.list-group-horizontal-xl{flex-direction:row;-webkit-flex-direction:row}.list-group-horizontal-xl>.list-group-item:first-child:not(:last-child){border-bottom-left-radius:var(--bs-list-group-border-radius);border-top-right-radius:0}.list-group-horizontal-xl>.list-group-item:last-child:not(:first-child){border-top-right-radius:var(--bs-list-group-border-radius);border-bottom-left-radius:0}.list-group-horizontal-xl>.list-group-item.active{margin-top:0}.list-group-horizontal-xl>.list-group-item+.list-group-item{border-top-width:var(--bs-list-group-border-width);border-left-width:0}.list-group-horizontal-xl>.list-group-item+.list-group-item.active{margin-left:calc(-1 * var(--bs-list-group-border-width));border-left-width:var(--bs-list-group-border-width)}}@media (min-width: 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button.btn-copy-ex{visibility:visible}pre{padding:1rem 0.5rem}@media (max-width: 575.98px){div>div>pre{margin-left:calc(var(--bs-gutter-x) * -.5);margin-right:calc(var(--bs-gutter-x) * -.5);border-radius:0;padding-left:1rem;padding-right:1rem}.btn-copy-ex{right:calc(var(--bs-gutter-x) * -.5 + 5px)}}pre code{padding:0;background:transparent}pre code a:any-link{color:inherit;text-decoration-color:#6c757d}pre code .error,pre code .warning{font-weight:bolder}pre .img img,pre .r-plt img{margin:5px 0;background-color:#fff}@media print{code a:link:after,code a:visited:after{content:""}}a.sourceLine:hover{text-decoration:none}mark,.mark{background:linear-gradient(-100deg, rgba(13,202,240,0.2), rgba(13,202,240,0.7) 95%, rgba(13,202,240,0.1))}.algolia-autocomplete .aa-hint{color:#212529}.algolia-autocomplete .aa-dropdown-menu{width:Max(100%, 20rem);background-color:#fff;border:1px solid var(--bs-border-color);margin-top:2px;max-height:50vh;overflow-y:auto}.algolia-autocomplete .aa-dropdown-menu .aa-suggestion{cursor:pointer;padding:5px 4px;border-bottom:1px #e9ecef solid;font-size:0.9rem;color:#212529}.search-details{font-size:0.9rem;color:#0d6efd;display:inline;font-weight:bolder}.algolia-autocomplete .aa-dropdown-menu .aa-suggestion.aa-cursor{background-color:#e7f1ff} diff --git a/pkgdown.yml b/pkgdown.yml index fb8c6913..932d7fb6 100644 --- a/pkgdown.yml +++ b/pkgdown.yml @@ -5,7 +5,7 @@ articles: image_classification: image_classification.html get_started: get_started.html pipeop_torch: pipeop_torch.html -last_built: 2023-07-31T16:08Z +last_built: 2023-10-26T07:11Z urls: reference: https://mlr3torch.mlr-org.com/reference article: https://mlr3torch.mlr-org.com/articles diff --git a/reference/TorchCallback.html b/reference/TorchCallback.html index b939dc8e..4b810d8d 100644 --- a/reference/TorchCallback.html +++ b/reference/TorchCallback.html @@ -239,7 +239,7 @@

    Examplestorch_callback #> <TorchCallback:checkpoint> Checkpoint #> * Generator: CallbackSetCheckpoint -#> * Parameters: path=/tmp/RtmpMDVWyG/file1a7a61a18a04, freq=1 +#> * Parameters: path=/tmp/RtmpOFP1WI/file699923517a9c, freq=1 #> * Packages: mlr3torch,torch torch_callback$label #> [1] "Checkpoint" @@ -261,7 +261,7 @@

    Examples#> initialize: function (path, freq) #> on_end: function () #> on_epoch_end: function () -#> path: /tmp/RtmpMDVWyG/file1a7a61a18a04 +#> path: /tmp/RtmpOFP1WI/file699923517a9c #> Private: #> deep_clone: function (name, value) # is the same as @@ -277,7 +277,7 @@

    Examples#> initialize: function (path, freq) #> on_end: function () #> on_epoch_end: function () -#> path: /tmp/RtmpMDVWyG/file1a7a3ca1b4d2 +#> path: /tmp/RtmpOFP1WI/file69997ceb2c18 #> Private: #> deep_clone: function (name, value) diff --git a/reference/mlr_backends_lazy.html b/reference/mlr_backends_lazy.html index 0de39464..ede7bb2c 100644 --- a/reference/mlr_backends_lazy.html +++ b/reference/mlr_backends_lazy.html @@ -396,12 +396,12 @@

    Examples# Only now the backend is constructed backend_lazy$data(1, "x") #> Data is constructed! -#> x -#> 1: 0.6182631 +#> x +#> 1: 1.763742 # Is the same as: backend_lazy$backend$data(1, "x") -#> x -#> 1: 0.6182631 +#> x +#> 1: 1.763742

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