From cc31519dc64173009ff97d3df37ac2ccf2c3720f Mon Sep 17 00:00:00 2001 From: Tomasz Kalinowski Date: Tue, 9 Jul 2024 10:19:42 -0400 Subject: [PATCH] update 'Functional API' guide https://github.com/keras-team/keras/issues/19951 --- .tether/vignettes-src/functional_api.Rmd | 2 +- vignettes-src/functional_api.Rmd | 10 ++++----- .../functional_api/unnamed-chunk-10-1.png | Bin 17031 -> 0 bytes .../functional_api/unnamed-chunk-11-1.png | Bin 66248 -> 0 bytes .../functional_api/unnamed-chunk-20-1.png | Bin 121898 -> 0 bytes vignettes/functional_api.Rmd | 20 +++++++++--------- 6 files changed, 16 insertions(+), 16 deletions(-) delete mode 100644 vignettes-src/functional_api/unnamed-chunk-10-1.png delete mode 100644 vignettes-src/functional_api/unnamed-chunk-11-1.png delete mode 100644 vignettes-src/functional_api/unnamed-chunk-20-1.png diff --git a/.tether/vignettes-src/functional_api.Rmd b/.tether/vignettes-src/functional_api.Rmd index a96c4c814..a28726f55 100644 --- a/.tether/vignettes-src/functional_api.Rmd +++ b/.tether/vignettes-src/functional_api.Rmd @@ -396,7 +396,7 @@ Train the model by passing lists of NumPy arrays of inputs and targets: ```python # Dummy input data -title_data = np.random.randint(num_words, size=(1280, 10)) +title_data = np.random.randint(num_words, size=(1280, 12)) body_data = np.random.randint(num_words, size=(1280, 100)) tags_data = np.random.randint(2, size=(1280, num_tags)).astype("float32") diff --git a/vignettes-src/functional_api.Rmd b/vignettes-src/functional_api.Rmd index 553b4d445..c82bab296 100644 --- a/vignettes-src/functional_api.Rmd +++ b/vignettes-src/functional_api.Rmd @@ -414,7 +414,7 @@ Train the model by passing lists of NumPy arrays of inputs and targets: ```{r} # Dummy input data -title_data <- random_integer(c(1280, 10), 0, num_words) +title_data <- random_integer(c(1280, 12), 0, num_words) body_data <- random_integer(c(1280, 100), 0, num_words) tags_data <- random_integer(c(1280, num_tags), 0, 2) @@ -614,9 +614,9 @@ custom_dense <- Layer( ) self$b <- self$add_weight( shape = shape(self$units), - initializer="random_normal", + initializer="random_normal", trainable = TRUE - ) + ) }, call = function(inputs) { op_matmul(inputs, self$w) + self$b @@ -649,9 +649,9 @@ custom_dense <- Layer( ) self$b <- self$add_weight( shape = shape(self$units), - initializer="random_normal", + initializer="random_normal", trainable = TRUE - ) + ) }, call = function(inputs) { diff --git a/vignettes-src/functional_api/unnamed-chunk-10-1.png b/vignettes-src/functional_api/unnamed-chunk-10-1.png deleted file mode 100644 index 94a54466e96a38b0121a288b4101d6206d368bbb..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 17031 zcmeI4XH=8v+V6voZ5$LuWTXx%D59VOf^-WiDxlIt2oaIq!B7GOEF+2vDgr7^rME+F3#oVDL`UY4w7fRH@TeP8AO|6Mmcykv4# z_*aQv5eS5^(Ye!C5C|b}1Y+&6jqBkn$9Jz;1OKhRapCM~1Yhv)O?6f*0`UjJ==2Hm zprrBMuv6F~IWKY|d;jTkQ*$Fc83#5#IO4MZfV^Jzb6jxEiVG;Iv#M*7% 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zWE}e8?cRrlw2()UaKiyJfn?uvNBgJIqG@Y~?)|649!4aI*P ziI*V*y*{V@JZ8l=JI4!;3UBWF$p6v)qjd)sFY~_^W+dNNTzl11|9<_W6ETv|$&wT}&5b;HXzGY>rr_zlBEM~y@5;Y@ zQ}EAZpPX99{80jzP>;m48B#@k=aX-L7FP%aE_IDv{k=hn)BB7B_h fit( ## Epoch 1/2 ## 750/750 - 2s - 2ms/step - accuracy: 0.8979 - loss: 0.3540 - val_accuracy: 0.9448 - val_loss: 0.1903 ## Epoch 2/2 -## 750/750 - 1s - 773us/step - accuracy: 0.9511 - loss: 0.1634 - val_accuracy: 0.9605 - val_loss: 0.1386 +## 750/750 - 1s - 785us/step - accuracy: 0.9511 - loss: 0.1634 - val_accuracy: 0.9605 - val_loss: 0.1386 ``` ``` r @@ -218,7 +218,7 @@ test_scores <- model |> evaluate(x_test, y_test, verbose=2) ``` ``` -## 313/313 - 0s - 980us/step - accuracy: 0.9593 - loss: 0.1323 +## 313/313 - 0s - 1ms/step - accuracy: 0.9593 - loss: 0.1323 ``` @@ -625,7 +625,7 @@ Train the model by passing lists of NumPy arrays of inputs and targets: ``` r # Dummy input data -title_data <- random_integer(c(1280, 10), 0, num_words) +title_data <- random_integer(c(1280, 12), 0, num_words) body_data <- random_integer(c(1280, 100), 0, num_words) tags_data <- random_integer(c(1280, num_tags), 0, 2) @@ -643,9 +643,9 @@ model |> fit( ``` ## Epoch 1/2 -## 40/40 - 2s - 57ms/step - loss: 0.3948 +## 40/40 - 2s - 60ms/step - loss: 348.4560 ## Epoch 2/2 -## 40/40 - 0s - 5ms/step - loss: 0.1971 +## 40/40 - 0s - 6ms/step - loss: 255.0283 ``` When calling fit with a `Dataset` object, it should yield either a @@ -776,7 +776,7 @@ model |> fit( ``` ``` -## 13/13 - 5s - 373ms/step - acc: 0.1238 - loss: 2.2995 - val_acc: 0.1300 - val_loss: 2.2957 +## 13/13 - 5s - 380ms/step - acc: 0.1213 - loss: 2.3001 - val_acc: 0.1250 - val_loss: 2.2895 ``` ## Shared layers @@ -890,9 +890,9 @@ custom_dense <- Layer( ) self$b <- self$add_weight( shape = shape(self$units), - initializer="random_normal", + initializer="random_normal", trainable = TRUE - ) + ) }, call = function(inputs) { op_matmul(inputs, self$w) + self$b @@ -926,9 +926,9 @@ custom_dense <- Layer( ) self$b <- self$add_weight( shape = shape(self$units), - initializer="random_normal", + initializer="random_normal", trainable = TRUE - ) + ) }, call = function(inputs) {