From 1806537c4333fbff1f9fd038b78179beeda480fb Mon Sep 17 00:00:00 2001 From: Francois Chollet Date: Sat, 6 Jul 2024 10:59:44 -0700 Subject: [PATCH] Fix functional API guide. --- guides/_distributed_training.py | 1 + guides/_preprocessing_layers.py | 1 + guides/_working_with_rnns.py | 1 + guides/distributed_training_with_jax.py | 1 + .../distributed_training_with_tensorflow.py | 1 + guides/distributed_training_with_torch.py | 1 + guides/functional_api.py | 3 +- .../functional_api/functional_api_22_0.png | Bin 57668 -> 69260 bytes .../functional_api/functional_api_40_0.png | Bin 105615 -> 110922 bytes .../functional_api/functional_api_51_0.png | Bin 259390 -> 316496 bytes guides/intro_to_keras_for_engineers.py | 1 + guides/ipynb/functional_api.ipynb | 2 +- guides/keras_nlp/getting_started.py | 1 + ...g_new_layers_and_models_via_subclassing.py | 1 + guides/md/functional_api.md | 322 +++++++++--------- guides/sequential_model.py | 1 + guides/transfer_learning.py | 1 + .../writing_a_custom_training_loop_in_jax.py | 1 + ...ng_a_custom_training_loop_in_tensorflow.py | 1 + ...writing_a_custom_training_loop_in_torch.py | 1 + guides/writing_your_own_callbacks.py | 1 + 21 files changed, 179 insertions(+), 163 deletions(-) diff --git a/guides/_distributed_training.py b/guides/_distributed_training.py index 1499479123..5fbfa116b6 100644 --- a/guides/_distributed_training.py +++ b/guides/_distributed_training.py @@ -6,6 +6,7 @@ Description: Guide to multi-GPU & distributed training for Keras models. Accelerator: GPU """ + """ ## Introduction diff --git a/guides/_preprocessing_layers.py b/guides/_preprocessing_layers.py index 3c91c414b7..e10a4a1fe5 100644 --- a/guides/_preprocessing_layers.py +++ b/guides/_preprocessing_layers.py @@ -6,6 +6,7 @@ Description: Overview of how to leverage preprocessing layers to create end-to-end models. Accelerator: GPU """ + """ ## Keras preprocessing diff --git a/guides/_working_with_rnns.py b/guides/_working_with_rnns.py index b93fdf9909..7f75b94e6f 100644 --- a/guides/_working_with_rnns.py +++ b/guides/_working_with_rnns.py @@ -6,6 +6,7 @@ Description: Complete guide to using & customizing RNN layers. Accelerator: GPU """ + """ ## Introduction diff --git a/guides/distributed_training_with_jax.py b/guides/distributed_training_with_jax.py index 03e64f7424..750592adc5 100644 --- a/guides/distributed_training_with_jax.py +++ b/guides/distributed_training_with_jax.py @@ -6,6 +6,7 @@ Description: Guide to multi-GPU/TPU training for Keras models with JAX. Accelerator: GPU """ + """ ## Introduction diff --git a/guides/distributed_training_with_tensorflow.py b/guides/distributed_training_with_tensorflow.py index ffc86b6d51..d88ec4c089 100644 --- a/guides/distributed_training_with_tensorflow.py +++ b/guides/distributed_training_with_tensorflow.py @@ -6,6 +6,7 @@ Description: Guide to multi-GPU training for Keras models with TensorFlow. Accelerator: GPU """ + """ ## Introduction diff --git a/guides/distributed_training_with_torch.py b/guides/distributed_training_with_torch.py index 5fa31d73c9..db78e1d3d5 100644 --- a/guides/distributed_training_with_torch.py +++ b/guides/distributed_training_with_torch.py @@ -6,6 +6,7 @@ Description: Guide to multi-GPU training for Keras models with PyTorch. Accelerator: GPU """ + """ ## Introduction diff --git a/guides/functional_api.py b/guides/functional_api.py index 0c6d05f744..9840d07736 100644 --- a/guides/functional_api.py +++ b/guides/functional_api.py @@ -6,6 +6,7 @@ Description: Complete guide to the functional API. Accelerator: GPU """ + """ ## Setup """ @@ -402,7 +403,7 @@ def get_model(): """ # 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/guides/img/functional_api/functional_api_22_0.png b/guides/img/functional_api/functional_api_22_0.png index 07ec0fa7a064c67981a58a3882d64d8c3a96b2ad..03b743387c11af7ec07767d03fe91b98a606f8d3 100644 GIT binary patch literal 69260 zcmeFZXHb+|*Dc!WHY;u;D#?T>D3}1rDkc;}BuN%Yl9kkw(XFDQq67g+qLP!6p-GBL z2FXIx1WA$_$&&9_zTaDQZk;;!)VcRNKTh3`x9Zj1wB671thweKbBr<9qsy1htzET! z6@@}sD|7zz6$)hulS28cYQ-|V5@A_(9)B#me(~IC$^!Y{>zqh$3S|dH=JZLW+d%^i z>g`Q+KNg1NSM9eszwgxIu!hU;9&Ym8@M_iFPfMAbH&3nFb$8Qvb?N2|p%V&;cOO68 z6?OAuxK`GVRf{j28ai`o17sA#ugtJUw>8_$7zQB$L5=`Sl44 z>Jqo*E13Bl-PPe2MQ{B$jTb1C=CC72j#$xFQ^Y@CwkMxP`Cs|M|CFo#|M!RFpPU-$ 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zO=b7PAuK2`lypZ=IdMUvz0LTTwz0-1;{}zg{4pXtbHT)k|N3L-+RT`hlht*%ccgQ^ zRO!D(JI&Ymt(Rrfyw-mbUYufO>HqC(rm|zxOPFMxsgkN=V~&^OwW JwRwNYKLMy&o(2E_ diff --git a/guides/intro_to_keras_for_engineers.py b/guides/intro_to_keras_for_engineers.py index 22f42ad57b..59baf2b834 100644 --- a/guides/intro_to_keras_for_engineers.py +++ b/guides/intro_to_keras_for_engineers.py @@ -6,6 +6,7 @@ Description: First contact with Keras 3. Accelerator: GPU """ + """ ## Introduction diff --git a/guides/ipynb/functional_api.ipynb b/guides/ipynb/functional_api.ipynb index f0a437af51..63e9befb08 100644 --- a/guides/ipynb/functional_api.ipynb +++ b/guides/ipynb/functional_api.ipynb @@ -723,7 +723,7 @@ "outputs": [], "source": [ "# Dummy input data\n", - "title_data = np.random.randint(num_words, size=(1280, 10))\n", + "title_data = np.random.randint(num_words, size=(1280, 12))\n", "body_data = np.random.randint(num_words, size=(1280, 100))\n", "tags_data = np.random.randint(2, size=(1280, num_tags)).astype(\"float32\")\n", "\n", diff --git a/guides/keras_nlp/getting_started.py b/guides/keras_nlp/getting_started.py index 3718b2b130..263b84b905 100644 --- a/guides/keras_nlp/getting_started.py +++ b/guides/keras_nlp/getting_started.py @@ -6,6 +6,7 @@ Description: An introduction to the KerasNLP API. Accelerator: GPU """ + """ ## Introduction diff --git a/guides/making_new_layers_and_models_via_subclassing.py b/guides/making_new_layers_and_models_via_subclassing.py index aa992a56cf..647bcf111f 100644 --- a/guides/making_new_layers_and_models_via_subclassing.py +++ b/guides/making_new_layers_and_models_via_subclassing.py @@ -6,6 +6,7 @@ Description: Complete guide to writing `Layer` and `Model` objects from scratch. Accelerator: None """ + """ ## Introduction diff --git a/guides/md/functional_api.md b/guides/md/functional_api.md index d84f9891be..91ea0c5cd3 100644 --- a/guides/md/functional_api.md +++ b/guides/md/functional_api.md @@ -145,17 +145,17 @@ model.summary() -

    ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
    -┃ Layer (type)                     Output Shape                  Param # ┃
    -┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
    -│ input_layer (InputLayer)        │ (None, 784)               │          0 │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ dense (Dense)                   │ (None, 64)                │     50,240 │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ dense_1 (Dense)                 │ (None, 64)                │      4,160 │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ dense_2 (Dense)                 │ (None, 10)                │        650 │
    -└─────────────────────────────────┴───────────────────────────┴────────────┘
    +
    ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
    +┃ Layer (type)                     Output Shape                  Param # ┃
    +┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
    +│ input_layer (InputLayer)        │ (None, 784)            │             0 │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ dense (Dense)                   │ (None, 64)             │        50,240 │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ dense_1 (Dense)                 │ (None, 64)             │         4,160 │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ dense_2 (Dense)                 │ (None, 10)             │           650 │
    +└─────────────────────────────────┴────────────────────────┴───────────────┘
     
    @@ -259,12 +259,12 @@ print("Test accuracy:", test_scores[1])
    ``` Epoch 1/2 - 750/750 ━━━━━━━━━━━━━━━━━━━━ 1s 543us/step - accuracy: 0.8343 - loss: 0.6052 - val_accuracy: 0.9473 - val_loss: 0.1853 + 750/750 ━━━━━━━━━━━━━━━━━━━━ 1s 863us/step - accuracy: 0.8425 - loss: 0.5733 - val_accuracy: 0.9496 - val_loss: 0.1711 Epoch 2/2 - 750/750 ━━━━━━━━━━━━━━━━━━━━ 0s 373us/step - accuracy: 0.9462 - loss: 0.1814 - val_accuracy: 0.9553 - val_loss: 0.1507 -313/313 - 0s - 292us/step - accuracy: 0.9535 - loss: 0.1525 -Test loss: 0.15254925191402435 -Test accuracy: 0.953499972820282 + 750/750 ━━━━━━━━━━━━━━━━━━━━ 1s 859us/step - accuracy: 0.9509 - loss: 0.1641 - val_accuracy: 0.9578 - val_loss: 0.1396 +313/313 - 0s - 341us/step - accuracy: 0.9613 - loss: 0.1288 +Test loss: 0.12876172363758087 +Test accuracy: 0.9613000154495239 ```
    @@ -338,24 +338,24 @@ autoencoder.summary() -
    ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
    -┃ Layer (type)                     Output Shape                  Param # ┃
    -┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
    -│ img (InputLayer)                │ (None, 28, 28, 1)         │          0 │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ conv2d (Conv2D)                 │ (None, 26, 26, 16)        │        160 │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ conv2d_1 (Conv2D)               │ (None, 24, 24, 32)        │      4,640 │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ max_pooling2d (MaxPooling2D)    │ (None, 8, 8, 32)          │          0 │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ conv2d_2 (Conv2D)               │ (None, 6, 6, 32)          │      9,248 │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ conv2d_3 (Conv2D)               │ (None, 4, 4, 16)          │      4,624 │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ global_max_pooling2d            │ (None, 16)                │          0 │
    -│ (GlobalMaxPooling2D)            │                           │            │
    -└─────────────────────────────────┴───────────────────────────┴────────────┘
    +
    ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
    +┃ Layer (type)                     Output Shape                  Param # ┃
    +┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
    +│ img (InputLayer)                │ (None, 28, 28, 1)      │             0 │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ conv2d (Conv2D)                 │ (None, 26, 26, 16)     │           160 │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ conv2d_1 (Conv2D)               │ (None, 24, 24, 32)     │         4,640 │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ max_pooling2d (MaxPooling2D)    │ (None, 8, 8, 32)       │             0 │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ conv2d_2 (Conv2D)               │ (None, 6, 6, 32)       │         9,248 │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ conv2d_3 (Conv2D)               │ (None, 4, 4, 16)       │         4,624 │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ global_max_pooling2d            │ (None, 16)             │             0 │
    +│ (GlobalMaxPooling2D)            │                        │               │
    +└─────────────────────────────────┴────────────────────────┴───────────────┘
     
    @@ -385,40 +385,40 @@ autoencoder.summary() -
    ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
    -┃ Layer (type)                     Output Shape                  Param # ┃
    -┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
    -│ img (InputLayer)                │ (None, 28, 28, 1)         │          0 │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ conv2d (Conv2D)                 │ (None, 26, 26, 16)        │        160 │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ conv2d_1 (Conv2D)               │ (None, 24, 24, 32)        │      4,640 │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ max_pooling2d (MaxPooling2D)    │ (None, 8, 8, 32)          │          0 │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ conv2d_2 (Conv2D)               │ (None, 6, 6, 32)          │      9,248 │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ conv2d_3 (Conv2D)               │ (None, 4, 4, 16)          │      4,624 │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ global_max_pooling2d            │ (None, 16)                │          0 │
    -│ (GlobalMaxPooling2D)            │                           │            │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ reshape (Reshape)               │ (None, 4, 4, 1)           │          0 │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ conv2d_transpose                │ (None, 6, 6, 16)          │        160 │
    -│ (Conv2DTranspose)               │                           │            │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ conv2d_transpose_1              │ (None, 8, 8, 32)          │      4,640 │
    -│ (Conv2DTranspose)               │                           │            │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ up_sampling2d (UpSampling2D)    │ (None, 24, 24, 32)        │          0 │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ conv2d_transpose_2              │ (None, 26, 26, 16)        │      4,624 │
    -│ (Conv2DTranspose)               │                           │            │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ conv2d_transpose_3              │ (None, 28, 28, 1)         │        145 │
    -│ (Conv2DTranspose)               │                           │            │
    -└─────────────────────────────────┴───────────────────────────┴────────────┘
    +
    ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
    +┃ Layer (type)                     Output Shape                  Param # ┃
    +┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
    +│ img (InputLayer)                │ (None, 28, 28, 1)      │             0 │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ conv2d (Conv2D)                 │ (None, 26, 26, 16)     │           160 │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ conv2d_1 (Conv2D)               │ (None, 24, 24, 32)     │         4,640 │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ max_pooling2d (MaxPooling2D)    │ (None, 8, 8, 32)       │             0 │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ conv2d_2 (Conv2D)               │ (None, 6, 6, 32)       │         9,248 │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ conv2d_3 (Conv2D)               │ (None, 4, 4, 16)       │         4,624 │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ global_max_pooling2d            │ (None, 16)             │             0 │
    +│ (GlobalMaxPooling2D)            │                        │               │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ reshape (Reshape)               │ (None, 4, 4, 1)        │             0 │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ conv2d_transpose                │ (None, 6, 6, 16)       │           160 │
    +│ (Conv2DTranspose)               │                        │               │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ conv2d_transpose_1              │ (None, 8, 8, 32)       │         4,640 │
    +│ (Conv2DTranspose)               │                        │               │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ up_sampling2d (UpSampling2D)    │ (None, 24, 24, 32)     │             0 │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ conv2d_transpose_2              │ (None, 26, 26, 16)     │         4,624 │
    +│ (Conv2DTranspose)               │                        │               │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ conv2d_transpose_3              │ (None, 28, 28, 1)      │           145 │
    +│ (Conv2DTranspose)               │                        │               │
    +└─────────────────────────────────┴────────────────────────┴───────────────┘
     
    @@ -497,24 +497,24 @@ autoencoder.summary() -
    ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
    -┃ Layer (type)                     Output Shape                  Param # ┃
    -┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
    -│ original_img (InputLayer)       │ (None, 28, 28, 1)         │          0 │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ conv2d_4 (Conv2D)               │ (None, 26, 26, 16)        │        160 │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ conv2d_5 (Conv2D)               │ (None, 24, 24, 32)        │      4,640 │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ max_pooling2d_1 (MaxPooling2D)  │ (None, 8, 8, 32)          │          0 │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ conv2d_6 (Conv2D)               │ (None, 6, 6, 32)          │      9,248 │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ conv2d_7 (Conv2D)               │ (None, 4, 4, 16)          │      4,624 │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ global_max_pooling2d_1          │ (None, 16)                │          0 │
    -│ (GlobalMaxPooling2D)            │                           │            │
    -└─────────────────────────────────┴───────────────────────────┴────────────┘
    +
    ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
    +┃ Layer (type)                     Output Shape                  Param # ┃
    +┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
    +│ original_img (InputLayer)       │ (None, 28, 28, 1)      │             0 │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ conv2d_4 (Conv2D)               │ (None, 26, 26, 16)     │           160 │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ conv2d_5 (Conv2D)               │ (None, 24, 24, 32)     │         4,640 │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ max_pooling2d_1 (MaxPooling2D)  │ (None, 8, 8, 32)       │             0 │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ conv2d_6 (Conv2D)               │ (None, 6, 6, 32)       │         9,248 │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ conv2d_7 (Conv2D)               │ (None, 4, 4, 16)       │         4,624 │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ global_max_pooling2d_1          │ (None, 16)             │             0 │
    +│ (GlobalMaxPooling2D)            │                        │               │
    +└─────────────────────────────────┴────────────────────────┴───────────────┘
     
    @@ -544,27 +544,27 @@ autoencoder.summary() -
    ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
    -┃ Layer (type)                     Output Shape                  Param # ┃
    -┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
    -│ encoded_img (InputLayer)        │ (None, 16)                │          0 │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ reshape_1 (Reshape)             │ (None, 4, 4, 1)           │          0 │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ conv2d_transpose_4              │ (None, 6, 6, 16)          │        160 │
    -│ (Conv2DTranspose)               │                           │            │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ conv2d_transpose_5              │ (None, 8, 8, 32)          │      4,640 │
    -│ (Conv2DTranspose)               │                           │            │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ up_sampling2d_1 (UpSampling2D)  │ (None, 24, 24, 32)        │          0 │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ conv2d_transpose_6              │ (None, 26, 26, 16)        │      4,624 │
    -│ (Conv2DTranspose)               │                           │            │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ conv2d_transpose_7              │ (None, 28, 28, 1)         │        145 │
    -│ (Conv2DTranspose)               │                           │            │
    -└─────────────────────────────────┴───────────────────────────┴────────────┘
    +
    ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
    +┃ Layer (type)                     Output Shape                  Param # ┃
    +┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
    +│ encoded_img (InputLayer)        │ (None, 16)             │             0 │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ reshape_1 (Reshape)             │ (None, 4, 4, 1)        │             0 │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ conv2d_transpose_4              │ (None, 6, 6, 16)       │           160 │
    +│ (Conv2DTranspose)               │                        │               │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ conv2d_transpose_5              │ (None, 8, 8, 32)       │         4,640 │
    +│ (Conv2DTranspose)               │                        │               │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ up_sampling2d_1 (UpSampling2D)  │ (None, 24, 24, 32)     │             0 │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ conv2d_transpose_6              │ (None, 26, 26, 16)     │         4,624 │
    +│ (Conv2DTranspose)               │                        │               │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ conv2d_transpose_7              │ (None, 28, 28, 1)      │           145 │
    +│ (Conv2DTranspose)               │                        │               │
    +└─────────────────────────────────┴────────────────────────┴───────────────┘
     
    @@ -594,15 +594,15 @@ autoencoder.summary() -
    ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┓
    -┃ Layer (type)                     Output Shape                  Param # ┃
    -┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━┩
    -│ img (InputLayer)                │ (None, 28, 28, 1)         │          0 │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ encoder (Functional)            │ (None, 16)                │     18,672 │
    -├─────────────────────────────────┼───────────────────────────┼────────────┤
    -│ decoder (Functional)            │ (None, 28, 28, 1)         │      9,569 │
    -└─────────────────────────────────┴───────────────────────────┴────────────┘
    +
    ┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━┓
    +┃ Layer (type)                     Output Shape                  Param # ┃
    +┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━┩
    +│ img (InputLayer)                │ (None, 28, 28, 1)      │             0 │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ encoder (Functional)            │ (None, 16)             │        18,672 │
    +├─────────────────────────────────┼────────────────────────┼───────────────┤
    +│ decoder (Functional)            │ (None, 28, 28, 1)      │         9,569 │
    +└─────────────────────────────────┴────────────────────────┴───────────────┘
     
    @@ -767,7 +767,7 @@ 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") @@ -786,11 +786,11 @@ model.fit(
    ``` Epoch 1/2 - 40/40 ━━━━━━━━━━━━━━━━━━━━ 1s 12ms/step - loss: 1.2673 + 40/40 ━━━━━━━━━━━━━━━━━━━━ 3s 57ms/step - loss: 1108.3792 Epoch 2/2 - 40/40 ━━━━━━━━━━━━━━━━━━━━ 0s 12ms/step - loss: 1.2440 + 40/40 ━━━━━━━━━━━━━━━━━━━━ 2s 54ms/step - loss: 621.3049 - + ```
    @@ -844,45 +844,45 @@ model.summary() -
    ┏━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━┓
    -┃ Layer (type)         Output Shape       Param #  Connected to         ┃
    -┡━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━┩
    -│ img (InputLayer)    │ (None, 32, 32, 3) │       0 │ -                    │
    -├─────────────────────┼───────────────────┼─────────┼──────────────────────┤
    -│ conv2d_8 (Conv2D)   │ (None, 30, 30,    │     896 │ img[0][0]            │
    -│                     │ 32)               │         │                      │
    -├─────────────────────┼───────────────────┼─────────┼──────────────────────┤
    -│ conv2d_9 (Conv2D)   │ (None, 28, 28,    │  18,496 │ conv2d_8[0][0]       │
    -│                     │ 64)               │         │                      │
    -├─────────────────────┼───────────────────┼─────────┼──────────────────────┤
    -│ max_pooling2d_2     │ (None, 9, 9, 64)  │       0 │ conv2d_9[0][0]       │
    -│ (MaxPooling2D)      │                   │         │                      │
    -├─────────────────────┼───────────────────┼─────────┼──────────────────────┤
    -│ conv2d_10 (Conv2D)  │ (None, 9, 9, 64)  │  36,928 │ max_pooling2d_2[0][ │
    -├─────────────────────┼───────────────────┼─────────┼──────────────────────┤
    -│ conv2d_11 (Conv2D)  │ (None, 9, 9, 64)  │  36,928 │ conv2d_10[0][0]      │
    -├─────────────────────┼───────────────────┼─────────┼──────────────────────┤
    -│ add (Add)           │ (None, 9, 9, 64)  │       0 │ conv2d_11[0][0],     │
    -│                     │                   │         │ max_pooling2d_2[0][ │
    -├─────────────────────┼───────────────────┼─────────┼──────────────────────┤
    -│ conv2d_12 (Conv2D)  │ (None, 9, 9, 64)  │  36,928 │ add[0][0]            │
    -├─────────────────────┼───────────────────┼─────────┼──────────────────────┤
    -│ conv2d_13 (Conv2D)  │ (None, 9, 9, 64)  │  36,928 │ conv2d_12[0][0]      │
    -├─────────────────────┼───────────────────┼─────────┼──────────────────────┤
    -│ add_1 (Add)         │ (None, 9, 9, 64)  │       0 │ conv2d_13[0][0],     │
    -│                     │                   │         │ add[0][0]            │
    -├─────────────────────┼───────────────────┼─────────┼──────────────────────┤
    -│ conv2d_14 (Conv2D)  │ (None, 7, 7, 64)  │  36,928 │ add_1[0][0]          │
    -├─────────────────────┼───────────────────┼─────────┼──────────────────────┤
    -│ global_average_poo… │ (None, 64)        │       0 │ conv2d_14[0][0]      │
    -│ (GlobalAveragePool… │                   │         │                      │
    -├─────────────────────┼───────────────────┼─────────┼──────────────────────┤
    -│ dense_6 (Dense)     │ (None, 256)       │  16,640 │ global_average_pool… │
    -├─────────────────────┼───────────────────┼─────────┼──────────────────────┤
    -│ dropout (Dropout)   │ (None, 256)       │       0 │ dense_6[0][0]        │
    -├─────────────────────┼───────────────────┼─────────┼──────────────────────┤
    -│ dense_7 (Dense)     │ (None, 10)        │   2,570 │ dropout[0][0]        │
    -└─────────────────────┴───────────────────┴─────────┴──────────────────────┘
    +
    ┏━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━┓
    +┃ Layer (type)         Output Shape          Param #  Connected to      ┃
    +┡━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━┩
    +│ img (InputLayer)    │ (None, 32, 32, 3) │          0 │ -                 │
    +├─────────────────────┼───────────────────┼────────────┼───────────────────┤
    +│ conv2d_8 (Conv2D)   │ (None, 30, 30,    │        896 │ img[0][0]         │
    +│                     │ 32)               │            │                   │
    +├─────────────────────┼───────────────────┼────────────┼───────────────────┤
    +│ conv2d_9 (Conv2D)   │ (None, 28, 28,    │     18,496 │ conv2d_8[0][0]    │
    +│                     │ 64)               │            │                   │
    +├─────────────────────┼───────────────────┼────────────┼───────────────────┤
    +│ max_pooling2d_2     │ (None, 9, 9, 64)  │          0 │ conv2d_9[0][0]    │
    +│ (MaxPooling2D)      │                   │            │                   │
    +├─────────────────────┼───────────────────┼────────────┼───────────────────┤
    +│ conv2d_10 (Conv2D)  │ (None, 9, 9, 64)  │     36,928 │ max_pooling2d_2[ │
    +├─────────────────────┼───────────────────┼────────────┼───────────────────┤
    +│ conv2d_11 (Conv2D)  │ (None, 9, 9, 64)  │     36,928 │ conv2d_10[0][0]   │
    +├─────────────────────┼───────────────────┼────────────┼───────────────────┤
    +│ add (Add)           │ (None, 9, 9, 64)  │          0 │ conv2d_11[0][0],  │
    +│                     │                   │            │ max_pooling2d_2[ │
    +├─────────────────────┼───────────────────┼────────────┼───────────────────┤
    +│ conv2d_12 (Conv2D)  │ (None, 9, 9, 64)  │     36,928 │ add[0][0]         │
    +├─────────────────────┼───────────────────┼────────────┼───────────────────┤
    +│ conv2d_13 (Conv2D)  │ (None, 9, 9, 64)  │     36,928 │ conv2d_12[0][0]   │
    +├─────────────────────┼───────────────────┼────────────┼───────────────────┤
    +│ add_1 (Add)         │ (None, 9, 9, 64)  │          0 │ conv2d_13[0][0],  │
    +│                     │                   │            │ add[0][0]         │
    +├─────────────────────┼───────────────────┼────────────┼───────────────────┤
    +│ conv2d_14 (Conv2D)  │ (None, 7, 7, 64)  │     36,928 │ add_1[0][0]       │
    +├─────────────────────┼───────────────────┼────────────┼───────────────────┤
    +│ global_average_poo… │ (None, 64)        │          0 │ conv2d_14[0][0]   │
    +│ (GlobalAveragePool… │                   │            │                   │
    +├─────────────────────┼───────────────────┼────────────┼───────────────────┤
    +│ dense_6 (Dense)     │ (None, 256)       │     16,640 │ global_average_p… │
    +├─────────────────────┼───────────────────┼────────────┼───────────────────┤
    +│ dropout (Dropout)   │ (None, 256)       │          0 │ dense_6[0][0]     │
    +├─────────────────────┼───────────────────┼────────────┼───────────────────┤
    +│ dense_7 (Dense)     │ (None, 10)        │      2,570 │ dropout[0][0]     │
    +└─────────────────────┴───────────────────┴────────────┴───────────────────┘
     
    @@ -950,9 +950,9 @@ model.fit(
    ``` - 13/13 ━━━━━━━━━━━━━━━━━━━━ 2s 135ms/step - acc: 0.0976 - loss: 2.3050 - val_acc: 0.1350 - val_loss: 2.3056 + 13/13 ━━━━━━━━━━━━━━━━━━━━ 1s 60ms/step - acc: 0.1096 - loss: 2.3053 - val_acc: 0.1150 - val_loss: 2.2973 - + ```
    diff --git a/guides/sequential_model.py b/guides/sequential_model.py index 2ab044c8dc..25f9cf6c04 100644 --- a/guides/sequential_model.py +++ b/guides/sequential_model.py @@ -6,6 +6,7 @@ Description: Complete guide to the Sequential model. Accelerator: GPU """ + """ ## Setup diff --git a/guides/transfer_learning.py b/guides/transfer_learning.py index bbcd04ef1d..1c82feccbb 100644 --- a/guides/transfer_learning.py +++ b/guides/transfer_learning.py @@ -6,6 +6,7 @@ Description: Complete guide to transfer learning & fine-tuning in Keras. Accelerator: GPU """ + """ ## Setup """ diff --git a/guides/writing_a_custom_training_loop_in_jax.py b/guides/writing_a_custom_training_loop_in_jax.py index 607f2d6cfa..107a72c634 100644 --- a/guides/writing_a_custom_training_loop_in_jax.py +++ b/guides/writing_a_custom_training_loop_in_jax.py @@ -6,6 +6,7 @@ Description: Writing low-level training & evaluation loops in JAX. Accelerator: None """ + """ ## Setup """ diff --git a/guides/writing_a_custom_training_loop_in_tensorflow.py b/guides/writing_a_custom_training_loop_in_tensorflow.py index 7384dded7f..7b99229b73 100644 --- a/guides/writing_a_custom_training_loop_in_tensorflow.py +++ b/guides/writing_a_custom_training_loop_in_tensorflow.py @@ -6,6 +6,7 @@ Description: Writing low-level training & evaluation loops in TensorFlow. Accelerator: None """ + """ ## Setup """ diff --git a/guides/writing_a_custom_training_loop_in_torch.py b/guides/writing_a_custom_training_loop_in_torch.py index 885a3c3f2f..9aebbcc2bf 100644 --- a/guides/writing_a_custom_training_loop_in_torch.py +++ b/guides/writing_a_custom_training_loop_in_torch.py @@ -6,6 +6,7 @@ Description: Writing low-level training & evaluation loops in PyTorch. Accelerator: None """ + """ ## Setup """ diff --git a/guides/writing_your_own_callbacks.py b/guides/writing_your_own_callbacks.py index 726e37ca86..c5a4d7eff5 100644 --- a/guides/writing_your_own_callbacks.py +++ b/guides/writing_your_own_callbacks.py @@ -6,6 +6,7 @@ Description: Complete guide to writing new Keras callbacks. Accelerator: GPU """ + """ ## Introduction

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