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0000000000000000000000000000000000000000..2c56a9d7e254f0415972640bcb669a8efb825dc5 --- /dev/null +++ b/ecmodel_m00/summary.md @@ -0,0 +1,39 @@ +Model: "model" +__________________________________________________________________________________________________ + Layer (type) Output Shape Param # Connected to +================================================================================================== + input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d (MaxPooling3D) (None, 36, 1, 12, 3 0 ['conv3d[0][0]'] + 6) + + conv3d_1 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d[0][0]'] + 6) + + max_pooling3d_1 (MaxPooling3D) (None, 36, 1, 6, 18 0 ['conv3d_1[0][0]'] + ) + + conv3d_2 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_1[0][0]'] + ) + + flatten (Flatten) (None, 3888) 0 ['conv3d_2[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 +__________________________________________________________________________________________________ diff --git a/ecmodel_m00/summary_ft.md b/ecmodel_m00/summary_ft.md new file mode 100644 index 0000000000000000000000000000000000000000..2c56a9d7e254f0415972640bcb669a8efb825dc5 --- /dev/null +++ b/ecmodel_m00/summary_ft.md @@ -0,0 +1,39 @@ +Model: "model" +__________________________________________________________________________________________________ + Layer (type) Output Shape Param # Connected to +================================================================================================== + input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d (MaxPooling3D) (None, 36, 1, 12, 3 0 ['conv3d[0][0]'] + 6) + + conv3d_1 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d[0][0]'] + 6) + + max_pooling3d_1 (MaxPooling3D) (None, 36, 1, 6, 18 0 ['conv3d_1[0][0]'] + ) + + conv3d_2 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_1[0][0]'] + ) + + flatten (Flatten) (None, 3888) 0 ['conv3d_2[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 +__________________________________________________________________________________________________ diff --git 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(Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_2 (MaxPooling3D) (None, 36, 1, 12, 3 0 ['conv3d_3[0][0]'] + 6) + + conv3d_4 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_2[0][0]'] + 6) + + max_pooling3d_3 (MaxPooling3D) (None, 36, 1, 6, 18 0 ['conv3d_4[0][0]'] + ) + + conv3d_5 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_3[0][0]'] + ) + + flatten_1 (Flatten) (None, 3888) 0 ['conv3d_5[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_1[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 +__________________________________________________________________________________________________ diff --git 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194450 ['flatten_2[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 +__________________________________________________________________________________________________ diff --git a/ecmodel_m02/summary_ft.md b/ecmodel_m02/summary_ft.md new file mode 100644 index 0000000000000000000000000000000000000000..be5a07f9983d37b18f9db61c6abbe8d4a1a1f198 --- /dev/null +++ b/ecmodel_m02/summary_ft.md @@ -0,0 +1,39 @@ +Model: "model_2" +__________________________________________________________________________________________________ + Layer (type) Output Shape Param # Connected to +================================================================================================== + input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d_6 (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_4 (MaxPooling3D) (None, 36, 1, 12, 3 0 ['conv3d_6[0][0]'] + 6) + + conv3d_7 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_4[0][0]'] + 6) + + max_pooling3d_5 (MaxPooling3D) (None, 36, 1, 6, 18 0 ['conv3d_7[0][0]'] + ) + + conv3d_8 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_5[0][0]'] + ) + + flatten_2 (Flatten) (None, 3888) 0 ['conv3d_8[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_2[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 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input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d_9 (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_6 (MaxPooling3D) (None, 36, 1, 12, 3 0 ['conv3d_9[0][0]'] + 6) + + conv3d_10 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_6[0][0]'] + 6) + + max_pooling3d_7 (MaxPooling3D) (None, 36, 1, 6, 18 0 ['conv3d_10[0][0]'] + ) + + conv3d_11 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_7[0][0]'] + ) + + flatten_3 (Flatten) (None, 3888) 0 ['conv3d_11[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_3[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 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50) 194450 ['flatten_4[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 +__________________________________________________________________________________________________ diff --git a/ecmodel_m04/summary_ft.md b/ecmodel_m04/summary_ft.md new file mode 100644 index 0000000000000000000000000000000000000000..7e5a06670af7255d0d51c15b89930d1b0260c00b --- /dev/null +++ b/ecmodel_m04/summary_ft.md @@ -0,0 +1,39 @@ +Model: "model_4" +__________________________________________________________________________________________________ + Layer (type) Output Shape Param # Connected to +================================================================================================== + input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d_12 (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_8 (MaxPooling3D) (None, 36, 1, 12, 3 0 ['conv3d_12[0][0]'] + 6) + + conv3d_13 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_8[0][0]'] + 6) + + max_pooling3d_9 (MaxPooling3D) (None, 36, 1, 6, 18 0 ['conv3d_13[0][0]'] + ) + + conv3d_14 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_9[0][0]'] + ) + + flatten_4 (Flatten) (None, 3888) 0 ['conv3d_14[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_4[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 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input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d_15 (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_10 (MaxPooling3D (None, 36, 1, 12, 3 0 ['conv3d_15[0][0]'] + ) 6) + + conv3d_16 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_10[0][0]'] + 6) + + max_pooling3d_11 (MaxPooling3D (None, 36, 1, 6, 18 0 ['conv3d_16[0][0]'] + ) ) + + conv3d_17 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_11[0][0]'] + ) + + flatten_5 (Flatten) (None, 3888) 0 ['conv3d_17[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_5[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 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b/ecmodel_m06/summary.md new file mode 100644 index 0000000000000000000000000000000000000000..b5b2376de7f1b17616bd53c1a594534550e595ae --- /dev/null +++ b/ecmodel_m06/summary.md @@ -0,0 +1,39 @@ +Model: "model_6" +__________________________________________________________________________________________________ + Layer (type) Output Shape Param # Connected to +================================================================================================== + input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d_18 (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_12 (MaxPooling3D (None, 36, 1, 12, 3 0 ['conv3d_18[0][0]'] + ) 6) + + conv3d_19 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_12[0][0]'] + 6) + + max_pooling3d_13 (MaxPooling3D (None, 36, 1, 6, 18 0 ['conv3d_19[0][0]'] + ) ) + + conv3d_20 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_13[0][0]'] + ) + + flatten_6 (Flatten) (None, 3888) 0 ['conv3d_20[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_6[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 +__________________________________________________________________________________________________ diff --git a/ecmodel_m06/summary_ft.md b/ecmodel_m06/summary_ft.md new file mode 100644 index 0000000000000000000000000000000000000000..b5b2376de7f1b17616bd53c1a594534550e595ae --- /dev/null +++ b/ecmodel_m06/summary_ft.md @@ -0,0 +1,39 @@ +Model: "model_6" +__________________________________________________________________________________________________ + Layer (type) Output Shape Param # Connected to +================================================================================================== + input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d_18 (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_12 (MaxPooling3D (None, 36, 1, 12, 3 0 ['conv3d_18[0][0]'] + ) 6) + + conv3d_19 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_12[0][0]'] + 6) + + max_pooling3d_13 (MaxPooling3D (None, 36, 1, 6, 18 0 ['conv3d_19[0][0]'] + ) ) + + conv3d_20 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_13[0][0]'] + ) + + flatten_6 (Flatten) (None, 3888) 0 ['conv3d_20[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_6[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 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input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d_21 (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_14 (MaxPooling3D (None, 36, 1, 12, 3 0 ['conv3d_21[0][0]'] + ) 6) + + conv3d_22 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_14[0][0]'] + 6) + + max_pooling3d_15 (MaxPooling3D (None, 36, 1, 6, 18 0 ['conv3d_22[0][0]'] + ) ) + + conv3d_23 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_15[0][0]'] + ) + + flatten_7 (Flatten) (None, 3888) 0 ['conv3d_23[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_7[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 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(None, 50) 194450 ['flatten_8[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 +__________________________________________________________________________________________________ diff --git a/ecmodel_m08/summary_ft.md b/ecmodel_m08/summary_ft.md new file mode 100644 index 0000000000000000000000000000000000000000..7022aa3f7375018bcc084cbc1e3f4274ba9cab90 --- /dev/null +++ b/ecmodel_m08/summary_ft.md @@ -0,0 +1,39 @@ +Model: "model_8" +__________________________________________________________________________________________________ + Layer (type) Output Shape Param # Connected to +================================================================================================== + input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d_24 (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_16 (MaxPooling3D (None, 36, 1, 12, 3 0 ['conv3d_24[0][0]'] + ) 6) + + conv3d_25 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_16[0][0]'] + 6) + + max_pooling3d_17 (MaxPooling3D (None, 36, 1, 6, 18 0 ['conv3d_25[0][0]'] + ) ) + + conv3d_26 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_17[0][0]'] + ) + + flatten_8 (Flatten) (None, 3888) 0 ['conv3d_26[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_8[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 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input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d_27 (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_18 (MaxPooling3D (None, 36, 1, 12, 3 0 ['conv3d_27[0][0]'] + ) 6) + + conv3d_28 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_18[0][0]'] + 6) + + max_pooling3d_19 (MaxPooling3D (None, 36, 1, 6, 18 0 ['conv3d_28[0][0]'] + ) ) + + conv3d_29 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_19[0][0]'] + ) + + flatten_9 (Flatten) (None, 3888) 0 ['conv3d_29[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_9[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 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(Dense) (None, 50) 194450 ['flatten_10[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 +__________________________________________________________________________________________________ diff --git a/ecmodel_m10/summary_ft.md b/ecmodel_m10/summary_ft.md new file mode 100644 index 0000000000000000000000000000000000000000..d974fbf6c5b279d7ffab46bf85eef1b90475a89d --- /dev/null +++ b/ecmodel_m10/summary_ft.md @@ -0,0 +1,39 @@ +Model: "model_10" +__________________________________________________________________________________________________ + Layer (type) Output Shape Param # Connected to +================================================================================================== + input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d_30 (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_20 (MaxPooling3D (None, 36, 1, 12, 3 0 ['conv3d_30[0][0]'] + ) 6) + + conv3d_31 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_20[0][0]'] + 6) + + max_pooling3d_21 (MaxPooling3D (None, 36, 1, 6, 18 0 ['conv3d_31[0][0]'] + ) ) + + conv3d_32 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_21[0][0]'] + ) + + flatten_10 (Flatten) (None, 3888) 0 ['conv3d_32[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_10[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 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input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d_33 (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_22 (MaxPooling3D (None, 36, 1, 12, 3 0 ['conv3d_33[0][0]'] + ) 6) + + conv3d_34 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_22[0][0]'] + 6) + + max_pooling3d_23 (MaxPooling3D (None, 36, 1, 6, 18 0 ['conv3d_34[0][0]'] + ) ) + + conv3d_35 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_23[0][0]'] + ) + + flatten_11 (Flatten) (None, 3888) 0 ['conv3d_35[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_11[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 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b/ecmodel_m12/summary.md new file mode 100644 index 0000000000000000000000000000000000000000..7e285aa302398e4ec037f49b2fb021485b81da33 --- /dev/null +++ b/ecmodel_m12/summary.md @@ -0,0 +1,39 @@ +Model: "model_12" +__________________________________________________________________________________________________ + Layer (type) Output Shape Param # Connected to +================================================================================================== + input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d_36 (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_24 (MaxPooling3D (None, 36, 1, 12, 3 0 ['conv3d_36[0][0]'] + ) 6) + + conv3d_37 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_24[0][0]'] + 6) + + max_pooling3d_25 (MaxPooling3D (None, 36, 1, 6, 18 0 ['conv3d_37[0][0]'] + ) ) + + conv3d_38 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_25[0][0]'] + ) + + flatten_12 (Flatten) (None, 3888) 0 ['conv3d_38[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_12[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 +__________________________________________________________________________________________________ diff --git a/ecmodel_m12/summary_ft.md b/ecmodel_m12/summary_ft.md new file mode 100644 index 0000000000000000000000000000000000000000..7e285aa302398e4ec037f49b2fb021485b81da33 --- /dev/null +++ b/ecmodel_m12/summary_ft.md @@ -0,0 +1,39 @@ +Model: "model_12" +__________________________________________________________________________________________________ + Layer (type) Output Shape Param # Connected to +================================================================================================== + input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d_36 (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_24 (MaxPooling3D (None, 36, 1, 12, 3 0 ['conv3d_36[0][0]'] + ) 6) + + conv3d_37 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_24[0][0]'] + 6) + + max_pooling3d_25 (MaxPooling3D (None, 36, 1, 6, 18 0 ['conv3d_37[0][0]'] + ) ) + + conv3d_38 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_25[0][0]'] + ) + + flatten_12 (Flatten) (None, 3888) 0 ['conv3d_38[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_12[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 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input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d_39 (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_26 (MaxPooling3D (None, 36, 1, 12, 3 0 ['conv3d_39[0][0]'] + ) 6) + + conv3d_40 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_26[0][0]'] + 6) + + max_pooling3d_27 (MaxPooling3D (None, 36, 1, 6, 18 0 ['conv3d_40[0][0]'] + ) ) + + conv3d_41 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_27[0][0]'] + ) + + flatten_13 (Flatten) (None, 3888) 0 ['conv3d_41[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_13[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 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conv3d_41 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_27[0][0]'] + ) + + flatten_13 (Flatten) (None, 3888) 0 ['conv3d_41[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_13[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 +__________________________________________________________________________________________________ diff --git a/ecmodel_m13/train_losses_13.nc b/ecmodel_m13/train_losses_13.nc new file mode 100644 index 0000000000000000000000000000000000000000..eb6f6b39e4e318fcfb2eeb66501050a23f078a7a Binary files /dev/null and b/ecmodel_m13/train_losses_13.nc differ diff --git a/ecmodel_m13/train_losses_ft_13.nc 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b/ecmodel_m14/summary.md new file mode 100644 index 0000000000000000000000000000000000000000..d47e15cb6b6ca52448aba7163b02b598b520a053 --- /dev/null +++ b/ecmodel_m14/summary.md @@ -0,0 +1,39 @@ +Model: "model_14" +__________________________________________________________________________________________________ + Layer (type) Output Shape Param # Connected to +================================================================================================== + input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d_42 (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_28 (MaxPooling3D (None, 36, 1, 12, 3 0 ['conv3d_42[0][0]'] + ) 6) + + conv3d_43 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_28[0][0]'] + 6) + + max_pooling3d_29 (MaxPooling3D (None, 36, 1, 6, 18 0 ['conv3d_43[0][0]'] + ) ) + + conv3d_44 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_29[0][0]'] + ) + + flatten_14 (Flatten) (None, 3888) 0 ['conv3d_44[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_14[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 +__________________________________________________________________________________________________ diff --git a/ecmodel_m14/summary_ft.md b/ecmodel_m14/summary_ft.md new file mode 100644 index 0000000000000000000000000000000000000000..d47e15cb6b6ca52448aba7163b02b598b520a053 --- /dev/null +++ b/ecmodel_m14/summary_ft.md @@ -0,0 +1,39 @@ +Model: "model_14" +__________________________________________________________________________________________________ + Layer (type) Output Shape Param # Connected to +================================================================================================== + input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d_42 (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_28 (MaxPooling3D (None, 36, 1, 12, 3 0 ['conv3d_42[0][0]'] + ) 6) + + conv3d_43 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_28[0][0]'] + 6) + + max_pooling3d_29 (MaxPooling3D (None, 36, 1, 6, 18 0 ['conv3d_43[0][0]'] + ) ) + + conv3d_44 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_29[0][0]'] + ) + + flatten_14 (Flatten) (None, 3888) 0 ['conv3d_44[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_14[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 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input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d_45 (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_30 (MaxPooling3D (None, 36, 1, 12, 3 0 ['conv3d_45[0][0]'] + ) 6) + + conv3d_46 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_30[0][0]'] + 6) + + max_pooling3d_31 (MaxPooling3D (None, 36, 1, 6, 18 0 ['conv3d_46[0][0]'] + ) ) + + conv3d_47 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_31[0][0]'] + ) + + flatten_15 (Flatten) (None, 3888) 0 ['conv3d_47[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_15[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 +__________________________________________________________________________________________________ diff --git a/ecmodel_m15/summary_ft.md b/ecmodel_m15/summary_ft.md new file mode 100644 index 0000000000000000000000000000000000000000..19d569df03d27108e5bb06b69b5491ad734f82a6 --- /dev/null +++ b/ecmodel_m15/summary_ft.md @@ -0,0 +1,39 @@ +Model: "model_15" +__________________________________________________________________________________________________ + Layer (type) Output Shape Param # Connected to +================================================================================================== + input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d_45 (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_30 (MaxPooling3D (None, 36, 1, 12, 3 0 ['conv3d_45[0][0]'] + ) 6) + + conv3d_46 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_30[0][0]'] + 6) + + max_pooling3d_31 (MaxPooling3D (None, 36, 1, 6, 18 0 ['conv3d_46[0][0]'] + ) ) + + conv3d_47 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_31[0][0]'] + ) + + flatten_15 (Flatten) (None, 3888) 0 ['conv3d_47[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_15[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 +__________________________________________________________________________________________________ diff --git a/ecmodel_m15/train_losses_15.nc b/ecmodel_m15/train_losses_15.nc new file mode 100644 index 0000000000000000000000000000000000000000..1d77878b740e7bc06326b64b38ee8536bf02c330 Binary files /dev/null and b/ecmodel_m15/train_losses_15.nc differ diff --git a/ecmodel_m15/train_losses_ft_15.nc 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(Dense) (None, 50) 194450 ['flatten_16[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 +__________________________________________________________________________________________________ diff --git a/ecmodel_m16/summary_ft.md b/ecmodel_m16/summary_ft.md new file mode 100644 index 0000000000000000000000000000000000000000..6c123c276efa7a686df5f2b552196cb6b691badc --- /dev/null +++ b/ecmodel_m16/summary_ft.md @@ -0,0 +1,39 @@ +Model: "model_16" +__________________________________________________________________________________________________ + Layer (type) Output Shape Param # Connected to +================================================================================================== + input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d_48 (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_32 (MaxPooling3D (None, 36, 1, 12, 3 0 ['conv3d_48[0][0]'] + ) 6) + + conv3d_49 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_32[0][0]'] + 6) + + max_pooling3d_33 (MaxPooling3D (None, 36, 1, 6, 18 0 ['conv3d_49[0][0]'] + ) ) + + conv3d_50 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_33[0][0]'] + ) + + flatten_16 (Flatten) (None, 3888) 0 ['conv3d_50[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_16[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 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input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d_51 (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_34 (MaxPooling3D (None, 36, 1, 12, 3 0 ['conv3d_51[0][0]'] + ) 6) + + conv3d_52 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_34[0][0]'] + 6) + + max_pooling3d_35 (MaxPooling3D (None, 36, 1, 6, 18 0 ['conv3d_52[0][0]'] + ) ) + + conv3d_53 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_35[0][0]'] + ) + + flatten_17 (Flatten) (None, 3888) 0 ['conv3d_53[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_17[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 +__________________________________________________________________________________________________ diff --git a/ecmodel_m17/summary_ft.md b/ecmodel_m17/summary_ft.md new file mode 100644 index 0000000000000000000000000000000000000000..9719c21ab07413fb09e6081f85919221010ab182 --- /dev/null +++ b/ecmodel_m17/summary_ft.md @@ -0,0 +1,39 @@ +Model: "model_17" +__________________________________________________________________________________________________ + Layer (type) Output Shape Param # Connected to +================================================================================================== + input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d_51 (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_34 (MaxPooling3D (None, 36, 1, 12, 3 0 ['conv3d_51[0][0]'] + ) 6) + + conv3d_52 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_34[0][0]'] + 6) + + max_pooling3d_35 (MaxPooling3D (None, 36, 1, 6, 18 0 ['conv3d_52[0][0]'] + ) ) + + conv3d_53 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_35[0][0]'] + ) + + flatten_17 (Flatten) (None, 3888) 0 ['conv3d_53[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_17[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 +__________________________________________________________________________________________________ diff --git a/ecmodel_m17/train_losses_17.nc b/ecmodel_m17/train_losses_17.nc new file mode 100644 index 0000000000000000000000000000000000000000..a818939caea930507fed5f7c52399a716b8f5afa Binary files /dev/null and b/ecmodel_m17/train_losses_17.nc differ diff --git a/ecmodel_m17/train_losses_ft_17.nc 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b/ecmodel_m18/summary.md new file mode 100644 index 0000000000000000000000000000000000000000..bf2ae5e3f0fe398aa5082417f24bc56076dac610 --- /dev/null +++ b/ecmodel_m18/summary.md @@ -0,0 +1,39 @@ +Model: "model_18" +__________________________________________________________________________________________________ + Layer (type) Output Shape Param # Connected to +================================================================================================== + input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d_54 (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_36 (MaxPooling3D (None, 36, 1, 12, 3 0 ['conv3d_54[0][0]'] + ) 6) + + conv3d_55 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_36[0][0]'] + 6) + + max_pooling3d_37 (MaxPooling3D (None, 36, 1, 6, 18 0 ['conv3d_55[0][0]'] + ) ) + + conv3d_56 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_37[0][0]'] + ) + + flatten_18 (Flatten) (None, 3888) 0 ['conv3d_56[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_18[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 +__________________________________________________________________________________________________ diff --git a/ecmodel_m18/summary_ft.md b/ecmodel_m18/summary_ft.md new file mode 100644 index 0000000000000000000000000000000000000000..bf2ae5e3f0fe398aa5082417f24bc56076dac610 --- /dev/null +++ b/ecmodel_m18/summary_ft.md @@ -0,0 +1,39 @@ +Model: "model_18" +__________________________________________________________________________________________________ + Layer (type) Output Shape Param # Connected to 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input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d_57 (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_38 (MaxPooling3D (None, 36, 1, 12, 3 0 ['conv3d_57[0][0]'] + ) 6) + + conv3d_58 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_38[0][0]'] + 6) + + max_pooling3d_39 (MaxPooling3D (None, 36, 1, 6, 18 0 ['conv3d_58[0][0]'] + ) ) + + conv3d_59 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_39[0][0]'] + ) + + flatten_19 (Flatten) (None, 3888) 0 ['conv3d_59[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_19[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 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conv3d_59 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_39[0][0]'] + ) + + flatten_19 (Flatten) (None, 3888) 0 ['conv3d_59[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_19[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 +__________________________________________________________________________________________________ diff --git a/ecmodel_m19/train_losses_19.nc b/ecmodel_m19/train_losses_19.nc new file mode 100644 index 0000000000000000000000000000000000000000..c2ea86a9a5b9c1599fdef4dfb9d70cd9dd642fa6 Binary files /dev/null and b/ecmodel_m19/train_losses_19.nc differ diff --git a/ecmodel_m19/train_losses_ft_19.nc 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input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d_63 (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_42 (MaxPooling3D (None, 36, 1, 12, 3 0 ['conv3d_63[0][0]'] + ) 6) + + conv3d_64 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_42[0][0]'] + 6) + + max_pooling3d_43 (MaxPooling3D (None, 36, 1, 6, 18 0 ['conv3d_64[0][0]'] + ) ) + + conv3d_65 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_43[0][0]'] + ) + + flatten_21 (Flatten) (None, 3888) 0 ['conv3d_65[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_21[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 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conv3d_65 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_43[0][0]'] + ) + + flatten_21 (Flatten) (None, 3888) 0 ['conv3d_65[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_21[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 +__________________________________________________________________________________________________ diff --git a/ecmodel_m21/train_losses_21.nc b/ecmodel_m21/train_losses_21.nc new file mode 100644 index 0000000000000000000000000000000000000000..a55df73c2c8c03232b96bcf8fd033c24f8a9b4a3 Binary files /dev/null and b/ecmodel_m21/train_losses_21.nc differ diff --git a/ecmodel_m21/train_losses_ft_21.nc 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(Dense) (None, 50) 194450 ['flatten_22[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 +__________________________________________________________________________________________________ diff --git a/ecmodel_m22/summary_ft.md b/ecmodel_m22/summary_ft.md new file mode 100644 index 0000000000000000000000000000000000000000..a9e262b4e4fc20f25a975626f845652b625a69c0 --- /dev/null +++ b/ecmodel_m22/summary_ft.md @@ -0,0 +1,39 @@ +Model: "model_22" +__________________________________________________________________________________________________ + Layer (type) Output Shape Param # Connected to 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input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d_69 (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_46 (MaxPooling3D (None, 36, 1, 12, 3 0 ['conv3d_69[0][0]'] + ) 6) + + conv3d_70 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_46[0][0]'] + 6) + + max_pooling3d_47 (MaxPooling3D (None, 36, 1, 6, 18 0 ['conv3d_70[0][0]'] + ) ) + + conv3d_71 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_47[0][0]'] + ) + + flatten_23 (Flatten) (None, 3888) 0 ['conv3d_71[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_23[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 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(Dense) (None, 50) 194450 ['flatten_24[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 +__________________________________________________________________________________________________ diff --git a/ecmodel_m24/summary_ft.md b/ecmodel_m24/summary_ft.md new file mode 100644 index 0000000000000000000000000000000000000000..18bbe6b0b75725e098da4284a5e1e38831841fd2 --- /dev/null +++ b/ecmodel_m24/summary_ft.md @@ -0,0 +1,39 @@ +Model: "model_24" +__________________________________________________________________________________________________ + Layer (type) Output Shape Param # Connected to 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input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d_75 (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_50 (MaxPooling3D (None, 36, 1, 12, 3 0 ['conv3d_75[0][0]'] + ) 6) + + conv3d_76 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_50[0][0]'] + 6) + + max_pooling3d_51 (MaxPooling3D (None, 36, 1, 6, 18 0 ['conv3d_76[0][0]'] + ) ) + + conv3d_77 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_51[0][0]'] + ) + + flatten_25 (Flatten) (None, 3888) 0 ['conv3d_77[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_25[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 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b/ecmodel_m26/summary.md new file mode 100644 index 0000000000000000000000000000000000000000..cbca6cf4d6967284c68b96ceab0a00a561d41cd8 --- /dev/null +++ b/ecmodel_m26/summary.md @@ -0,0 +1,39 @@ +Model: "model_26" +__________________________________________________________________________________________________ + Layer (type) Output Shape Param # Connected to +================================================================================================== + input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d_78 (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_52 (MaxPooling3D (None, 36, 1, 12, 3 0 ['conv3d_78[0][0]'] + ) 6) + + conv3d_79 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_52[0][0]'] + 6) + + max_pooling3d_53 (MaxPooling3D (None, 36, 1, 6, 18 0 ['conv3d_79[0][0]'] + ) ) + + conv3d_80 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_53[0][0]'] + ) + + flatten_26 (Flatten) (None, 3888) 0 ['conv3d_80[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_26[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 +__________________________________________________________________________________________________ diff --git a/ecmodel_m26/summary_ft.md b/ecmodel_m26/summary_ft.md new file mode 100644 index 0000000000000000000000000000000000000000..cbca6cf4d6967284c68b96ceab0a00a561d41cd8 --- /dev/null +++ b/ecmodel_m26/summary_ft.md @@ -0,0 +1,39 @@ +Model: "model_26" +__________________________________________________________________________________________________ + Layer (type) Output Shape Param # Connected to +================================================================================================== + input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d_78 (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_52 (MaxPooling3D (None, 36, 1, 12, 3 0 ['conv3d_78[0][0]'] + ) 6) + + conv3d_79 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_52[0][0]'] + 6) + + max_pooling3d_53 (MaxPooling3D (None, 36, 1, 6, 18 0 ['conv3d_79[0][0]'] + ) ) + + conv3d_80 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_53[0][0]'] + ) + + flatten_26 (Flatten) (None, 3888) 0 ['conv3d_80[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_26[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 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input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d_81 (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_54 (MaxPooling3D (None, 36, 1, 12, 3 0 ['conv3d_81[0][0]'] + ) 6) + + conv3d_82 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_54[0][0]'] + 6) + + max_pooling3d_55 (MaxPooling3D (None, 36, 1, 6, 18 0 ['conv3d_82[0][0]'] + ) ) + + conv3d_83 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_55[0][0]'] + ) + + flatten_27 (Flatten) (None, 3888) 0 ['conv3d_83[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_27[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 +__________________________________________________________________________________________________ diff --git a/ecmodel_m27/summary_ft.md b/ecmodel_m27/summary_ft.md new file mode 100644 index 0000000000000000000000000000000000000000..97e360d5d09674ab806483e4553bc3efa6a58da4 --- /dev/null +++ b/ecmodel_m27/summary_ft.md @@ -0,0 +1,39 @@ +Model: "model_27" +__________________________________________________________________________________________________ + Layer (type) Output Shape Param # Connected to +================================================================================================== + input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d_81 (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_54 (MaxPooling3D (None, 36, 1, 12, 3 0 ['conv3d_81[0][0]'] + ) 6) + + conv3d_82 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_54[0][0]'] + 6) + + max_pooling3d_55 (MaxPooling3D (None, 36, 1, 6, 18 0 ['conv3d_82[0][0]'] + ) ) + + conv3d_83 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_55[0][0]'] + ) + + flatten_27 (Flatten) (None, 3888) 0 ['conv3d_83[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_27[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 +__________________________________________________________________________________________________ diff --git a/ecmodel_m27/train_losses_27.nc b/ecmodel_m27/train_losses_27.nc new file mode 100644 index 0000000000000000000000000000000000000000..cbc8de1629fedd3517d76811bcd39a97a0aa5a9c Binary files /dev/null and b/ecmodel_m27/train_losses_27.nc differ diff --git a/ecmodel_m27/train_losses_ft_27.nc 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b/ecmodel_m28/summary.md new file mode 100644 index 0000000000000000000000000000000000000000..662ef139fad77b5e3ac043fc0f750a9bf593e576 --- /dev/null +++ b/ecmodel_m28/summary.md @@ -0,0 +1,39 @@ +Model: "model_28" +__________________________________________________________________________________________________ + Layer (type) Output Shape Param # Connected to +================================================================================================== + input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d_84 (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_56 (MaxPooling3D (None, 36, 1, 12, 3 0 ['conv3d_84[0][0]'] + ) 6) + + conv3d_85 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_56[0][0]'] + 6) + + max_pooling3d_57 (MaxPooling3D (None, 36, 1, 6, 18 0 ['conv3d_85[0][0]'] + ) ) + + conv3d_86 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_57[0][0]'] + ) + + flatten_28 (Flatten) (None, 3888) 0 ['conv3d_86[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_28[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 +__________________________________________________________________________________________________ diff --git a/ecmodel_m28/summary_ft.md b/ecmodel_m28/summary_ft.md new file mode 100644 index 0000000000000000000000000000000000000000..662ef139fad77b5e3ac043fc0f750a9bf593e576 --- /dev/null +++ b/ecmodel_m28/summary_ft.md @@ -0,0 +1,39 @@ +Model: "model_28" +__________________________________________________________________________________________________ + Layer (type) Output Shape Param # Connected to +================================================================================================== + input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d_84 (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_56 (MaxPooling3D (None, 36, 1, 12, 3 0 ['conv3d_84[0][0]'] + ) 6) + + conv3d_85 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_56[0][0]'] + 6) + + max_pooling3d_57 (MaxPooling3D (None, 36, 1, 6, 18 0 ['conv3d_85[0][0]'] + ) ) + + conv3d_86 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_57[0][0]'] + ) + + flatten_28 (Flatten) (None, 3888) 0 ['conv3d_86[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_28[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 +__________________________________________________________________________________________________ diff --git a/ecmodel_m28/train_losses_28.nc b/ecmodel_m28/train_losses_28.nc new file mode 100644 index 0000000000000000000000000000000000000000..e89896289e521e08ae1d9820378d02d8453dc4a7 Binary files /dev/null and b/ecmodel_m28/train_losses_28.nc differ diff --git a/ecmodel_m28/train_losses_ft_28.nc b/ecmodel_m28/train_losses_ft_28.nc new file mode 100644 index 0000000000000000000000000000000000000000..2e1f7420a17fb949678bfa24e5e54ac08b93e27a Binary files /dev/null and b/ecmodel_m28/train_losses_ft_28.nc differ diff --git a/ecmodel_m29/dev_losses_29.nc b/ecmodel_m29/dev_losses_29.nc new file mode 100644 index 0000000000000000000000000000000000000000..1375a233ccab33dc8c64c3f8150caf29f270c1a3 Binary files /dev/null and b/ecmodel_m29/dev_losses_29.nc differ diff --git a/ecmodel_m29/eval_metrics_29.nc 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b/ecmodel_m29/model_output_ft_godas_29.nc new file mode 100644 index 0000000000000000000000000000000000000000..acc13b4b7c49a5d84a1b7d75f6cfbd3c876284a7 Binary files /dev/null and b/ecmodel_m29/model_output_ft_godas_29.nc differ diff --git a/ecmodel_m29/model_output_godas_29.nc b/ecmodel_m29/model_output_godas_29.nc new file mode 100644 index 0000000000000000000000000000000000000000..515c85a5098519ca3068a26ff5bf153aeda6138f Binary files /dev/null and b/ecmodel_m29/model_output_godas_29.nc differ diff --git a/ecmodel_m29/summary.md b/ecmodel_m29/summary.md new file mode 100644 index 0000000000000000000000000000000000000000..ad4490a98a5ea9995a71df360662e1ca247df5fd --- /dev/null +++ b/ecmodel_m29/summary.md @@ -0,0 +1,39 @@ +Model: "model_29" +__________________________________________________________________________________________________ + Layer (type) Output Shape Param # Connected to +================================================================================================== + input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d_87 (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_58 (MaxPooling3D (None, 36, 1, 12, 3 0 ['conv3d_87[0][0]'] + ) 6) + + conv3d_88 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_58[0][0]'] + 6) + + max_pooling3d_59 (MaxPooling3D (None, 36, 1, 6, 18 0 ['conv3d_88[0][0]'] + ) ) + + conv3d_89 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_59[0][0]'] + ) + + flatten_29 (Flatten) (None, 3888) 0 ['conv3d_89[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_29[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 +__________________________________________________________________________________________________ diff --git a/ecmodel_m29/summary_ft.md b/ecmodel_m29/summary_ft.md new file mode 100644 index 0000000000000000000000000000000000000000..ad4490a98a5ea9995a71df360662e1ca247df5fd --- /dev/null +++ b/ecmodel_m29/summary_ft.md @@ -0,0 +1,39 @@ +Model: "model_29" +__________________________________________________________________________________________________ + Layer (type) Output Shape Param # Connected to +================================================================================================== + input_data (InputLayer) [(None, 4, 3, 24, 7 0 [] + 2)] + + conv3d_87 (Conv3D) (None, 36, 1, 24, 7 13860 ['input_data[0][0]'] + 2) + + max_pooling3d_58 (MaxPooling3D (None, 36, 1, 12, 3 0 ['conv3d_87[0][0]'] + ) 6) + + conv3d_88 (Conv3D) (None, 36, 1, 12, 3 31140 ['max_pooling3d_58[0][0]'] + 6) + + max_pooling3d_59 (MaxPooling3D (None, 36, 1, 6, 18 0 ['conv3d_88[0][0]'] + ) ) + + conv3d_89 (Conv3D) (None, 36, 1, 6, 18 31140 ['max_pooling3d_59[0][0]'] + ) + + flatten_29 (Flatten) (None, 3888) 0 ['conv3d_89[0][0]'] + + dense1 (Dense) (None, 50) 194450 ['flatten_29[0][0]'] + + dense2 (Dense) (None, 50) 2550 ['dense1[0][0]'] + + eoutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + coutput (Dense) (None, 12) 612 ['dense2[0][0]'] + + time (Dense) (None, 2) 102 ['dense2[0][0]'] + +================================================================================================== +Total params: 274,466 +Trainable params: 274,466 +Non-trainable params: 0 +__________________________________________________________________________________________________ diff --git a/ecmodel_m29/train_losses_29.nc b/ecmodel_m29/train_losses_29.nc new file mode 100644 index 0000000000000000000000000000000000000000..4a79611cdfd4565c6f28cc096f3b07083170d9e3 Binary files /dev/null and b/ecmodel_m29/train_losses_29.nc differ diff --git a/ecmodel_m29/train_losses_ft_29.nc 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