Mercurial > repos > bgruening > keras_model_config

diff test-data/keras05.json @ 15:6eb4e7fb0f91 draft

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planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/sklearn commit 9981e25b00de29ed881b2229a173a8c812ded9bb
author bgruening
date Wed, 09 Aug 2023 13:23:40 +0000
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--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/keras05.json	Wed Aug 09 13:23:40 2023 +0000
@@ -0,0 +1,243 @@
+{
+  "class_name": "Sequential",
+  "config": {
+    "name": "sequential",
+    "layers": [
+      {
+        "class_name": "InputLayer",
+        "config": {
+          "batch_input_shape": [
+            null,
+            32,
+            32,
+            3
+          ],
+          "dtype": "float32",
+          "sparse": false,
+          "ragged": false,
+          "name": "conv2d_input"
+        }
+      },
+      {
+        "class_name": "Conv2D",
+        "config": {
+          "name": "conv2d",
+          "trainable": true,
+          "batch_input_shape": [
+            null,
+            32,
+            32,
+            3
+          ],
+          "dtype": "float32",
+          "filters": 32,
+          "kernel_size": [
+            3,
+            3
+          ],
+          "strides": [
+            1,
+            1
+          ],
+          "padding": "same",
+          "data_format": "channels_last",
+          "dilation_rate": [
+            1,
+            1
+          ],
+          "groups": 1,
+          "activation": "relu",
+          "use_bias": true,
+          "kernel_initializer": {
+            "class_name": "GlorotUniform",
+            "config": {
+              "seed": null
+            }
+          },
+          "bias_initializer": {
+            "class_name": "Zeros",
+            "config": {}
+          },
+          "kernel_regularizer": null,
+          "bias_regularizer": null,
+          "activity_regularizer": null,
+          "kernel_constraint": null,
+          "bias_constraint": null
+        }
+      },
+      {
+        "class_name": "MaxPooling2D",
+        "config": {
+          "name": "max_pooling2d",
+          "trainable": true,
+          "dtype": "float32",
+          "pool_size": [
+            2,
+            2
+          ],
+          "padding": "valid",
+          "strides": [
+            2,
+            2
+          ],
+          "data_format": "channels_last"
+        }
+      },
+      {
+        "class_name": "Dropout",
+        "config": {
+          "name": "dropout",
+          "trainable": true,
+          "dtype": "float32",
+          "rate": 0.25,
+          "noise_shape": null,
+          "seed": null
+        }
+      },
+      {
+        "class_name": "Conv2D",
+        "config": {
+          "name": "conv2d_1",
+          "trainable": true,
+          "dtype": "float32",
+          "filters": 64,
+          "kernel_size": [
+            3,
+            3
+          ],
+          "strides": [
+            1,
+            1
+          ],
+          "padding": "same",
+          "data_format": "channels_last",
+          "dilation_rate": [
+            1,
+            1
+          ],
+          "groups": 1,
+          "activation": "relu",
+          "use_bias": true,
+          "kernel_initializer": {
+            "class_name": "GlorotUniform",
+            "config": {
+              "seed": null
+            }
+          },
+          "bias_initializer": {
+            "class_name": "Zeros",
+            "config": {}
+          },
+          "kernel_regularizer": null,
+          "bias_regularizer": null,
+          "activity_regularizer": null,
+          "kernel_constraint": null,
+          "bias_constraint": null
+        }
+      },
+      {
+        "class_name": "MaxPooling2D",
+        "config": {
+          "name": "max_pooling2d_1",
+          "trainable": true,
+          "dtype": "float32",
+          "pool_size": [
+            2,
+            2
+          ],
+          "padding": "valid",
+          "strides": [
+            2,
+            2
+          ],
+          "data_format": "channels_last"
+        }
+      },
+      {
+        "class_name": "Dropout",
+        "config": {
+          "name": "dropout_1",
+          "trainable": true,
+          "dtype": "float32",
+          "rate": 0.25,
+          "noise_shape": null,
+          "seed": null
+        }
+      },
+      {
+        "class_name": "Flatten",
+        "config": {
+          "name": "flatten",
+          "trainable": true,
+          "dtype": "float32",
+          "data_format": "channels_last"
+        }
+      },
+      {
+        "class_name": "Dense",
+        "config": {
+          "name": "dense",
+          "trainable": true,
+          "dtype": "float32",
+          "units": 512,
+          "activation": "relu",
+          "use_bias": true,
+          "kernel_initializer": {
+            "class_name": "GlorotUniform",
+            "config": {
+              "seed": null
+            }
+          },
+          "bias_initializer": {
+            "class_name": "Zeros",
+            "config": {}
+          },
+          "kernel_regularizer": null,
+          "bias_regularizer": null,
+          "activity_regularizer": null,
+          "kernel_constraint": null,
+          "bias_constraint": null
+        }
+      },
+      {
+        "class_name": "Dropout",
+        "config": {
+          "name": "dropout_2",
+          "trainable": true,
+          "dtype": "float32",
+          "rate": 0.5,
+          "noise_shape": null,
+          "seed": null
+        }
+      },
+      {
+        "class_name": "Dense",
+        "config": {
+          "name": "dense_1",
+          "trainable": true,
+          "dtype": "float32",
+          "units": 10,
+          "activation": "softmax",
+          "use_bias": true,
+          "kernel_initializer": {
+            "class_name": "GlorotUniform",
+            "config": {
+              "seed": null
+            }
+          },
+          "bias_initializer": {
+            "class_name": "Zeros",
+            "config": {}
+          },
+          "kernel_regularizer": null,
+          "bias_regularizer": null,
+          "activity_regularizer": null,
+          "kernel_constraint": null,
+          "bias_constraint": null
+        }
+      }
+    ]
+  },
+  "keras_version": "2.10.0",
+  "backend": "tensorflow"
+}
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