2020-04-20 06:37:27.018021: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcuda.so.1 2020-04-20 06:37:27.787954: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1618] Found device 0 with properties: name: Quadro P6000 major: 6 minor: 1 memoryClockRate(GHz): 1.645 pciBusID: 0000:3b:00.0 2020-04-20 06:37:27.837272: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudart.so.10.0 2020-04-20 06:37:27.844313: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcublas.so.10.0 2020-04-20 06:37:27.846731: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcufft.so.10.0 2020-04-20 06:37:27.848950: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcurand.so.10.0 2020-04-20 06:37:27.854202: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcusolver.so.10.0 2020-04-20 06:37:27.857125: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcusparse.so.10.0 2020-04-20 06:37:27.866364: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudnn.so.7 2020-04-20 06:37:27.869645: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1746] Adding visible gpu devices: 0 2020-04-20 06:37:32.248735: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2 AVX512F FMA 2020-04-20 06:37:32.408626: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x49cd6f0 executing computations on platform CUDA. Devices: 2020-04-20 06:37:32.408694: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Quadro P6000, Compute Capability 6.1 2020-04-20 06:37:32.431273: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 1700000000 Hz 2020-04-20 06:37:32.432581: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x49adc10 executing computations on platform Host. Devices: 2020-04-20 06:37:32.432604: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): , 2020-04-20 06:37:32.434432: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1618] Found device 0 with properties: name: Quadro P6000 major: 6 minor: 1 memoryClockRate(GHz): 1.645 pciBusID: 0000:3b:00.0 2020-04-20 06:37:32.434600: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudart.so.10.0 2020-04-20 06:37:32.434638: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcublas.so.10.0 2020-04-20 06:37:32.434672: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcufft.so.10.0 2020-04-20 06:37:32.434706: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcurand.so.10.0 2020-04-20 06:37:32.434737: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcusolver.so.10.0 2020-04-20 06:37:32.434768: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcusparse.so.10.0 2020-04-20 06:37:32.434801: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudnn.so.7 2020-04-20 06:37:32.437807: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1746] Adding visible gpu devices: 0 2020-04-20 06:37:32.437854: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudart.so.10.0 2020-04-20 06:37:32.441135: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1159] Device interconnect StreamExecutor with strength 1 edge matrix: 2020-04-20 06:37:32.441157: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1165] 0 2020-04-20 06:37:32.441168: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1178] 0: N 2020-04-20 06:37:32.445414: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1304] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 23068 MB memory) -> physical GPU (device: 0, name: Quadro P6000, pci bus id: 0000:3b:00.0, compute capability: 6.1) Start 2020-04-20 06:37:27.871130 Parameters: contact_or_dist_or_binned distance num_chains_for_training -1 file_weights distance.hdf5 training_window 128 training_epochs 64 arch_depth 128 filters_per_layer 64 pad_size 10 batch_size 2 dir_dataset ../../data/ Split into training and validation set.. Total validation proteins : 100 Total training proteins : 3356 Validation proteins: ['3aa0A', '5cs0A', '2z51A', '3q64A', '4p3aA', '1nkzA', '4d5tA', '1jogA', '4u89A', '3wisA', '1mkfA', '1kaeA', '4o8bA', '2gfqA', '4cmlA', '1vrmA', '4kwyA', '2yfaA', '1tnfA', '3pivA', '1nw1A', '4ng0A', '4qt9A', '3no4A', '3qd7X', '3o4pA', '3agnA', '2yilA', '4jivD', '4fz4A', '2g3vA', '2o0qA', '4levA', '1t6t1', '2fzpA', '1rj8A', '2z7fI', '1dx5I', '2gsoA', '4tshB', '3vtoA', '2p3yA', '3pcvA', '3kfoA', '3v6iB', '4htiA', '2q0tA', '4l3uA', '4pt1A', '3c1qA', '1ux5A', '1h9mA', '3oufA', '4rt5A', '3njcA', '2q73A', '1yz1A', '5c50B', '3hnxA', '1knyA', '1tr8A', '4qicB', '3f1iS', '2fyuI', '4ic9A', '3iruA', '2xu8A', '3g7lA', '3hshA', '1vq0A', '4z04A', '2huhA', '4dh2B', '2p9xA', '1m9zA', '2czrA', '2bh1X', '3ghfA', '4ui1C', '2otaA', '1vk1A', '1su1A', '3sfvB', '2f5tX', '1xyiA', '2okuA', '2h5nA', '1kptA', '2qc5A', '2hueC', '2i5vO', '2gs5A', '4lmoA', '4njcA', '3ronA', '3g1pA', '4m8aA', '3ajfA', '1j8uA', '4u65A'] len(train_generator) : 1678 len(valid_generator) : 50 Actual shape of X : (2, 128, 128, 57) Actual shape of Y : (2, 128, 128, 1) Channel summaries: Channel Avg Max Sum 1 0.3497 1.0000 5730.2 2 0.3450 0.9990 5652.8 3 0.5604 0.9971 9181.0 4 0.5649 0.9971 9255.6 5 0.0212 0.1790 346.9 6 0.0213 0.1790 349.7 7 0.0589 0.8262 964.8 8 0.0594 0.8262 972.7 9 0.0289 0.8042 474.0 10 0.0292 0.8042 477.9 11 0.0515 0.4890 843.1 12 0.0519 0.4890 849.9 13 0.0758 0.9673 1241.5 14 0.0764 0.9673 1251.6 15 0.0077 0.1740 125.7 16 0.0077 0.1740 126.7 17 0.0233 0.4348 381.1 18 0.0235 0.4348 384.2 19 0.0605 0.5542 991.5 20 0.0610 0.5542 999.6 21 0.0230 0.2771 377.1 22 0.0232 0.2771 380.2 23 0.0100 0.1631 164.5 24 0.0101 0.1631 165.8 25 0.0575 0.6577 942.0 26 0.0531 0.6577 870.2 27 0.1027 0.9673 1682.8 28 0.1028 0.9673 1684.3 29 0.0514 0.8911 842.4 30 0.0518 0.8911 849.2 31 0.0215 0.4021 351.7 32 0.0216 0.4021 354.5 33 0.0397 0.9238 650.5 34 0.0393 0.9238 643.7 35 0.0110 0.7393 180.5 36 0.0111 0.7393 182.0 37 0.0584 0.5815 956.2 38 0.0588 0.5815 963.9 39 0.0190 0.2119 311.6 40 0.0192 0.2119 314.1 41 0.0132 0.7393 216.0 42 0.0133 0.7393 217.7 43 0.0231 0.7280 377.7 44 0.0232 0.7280 380.8 45 0.0353 0.3750 577.7 46 0.0353 0.3750 578.3 47 0.1588 0.9673 2601.7 48 0.1591 0.9673 2606.7 49 1.4242 2.5293 23334.8 50 1.4274 2.5293 23386.0 51 0.2605 0.8931 4268.3 52 0.2570 0.8931 4210.1 53 0.7894 0.9546 12933.4 54 0.7897 0.9546 12938.0 55 0.0333 0.0927 545.7 56 0.0013 1.9990 21.4 57 -0.0038 0.6069 -62.2 Ymin = 1.00 Ymean = 5.50 Ymax = 27.15 Build a model.. Model params: L 128 num_blocks 128 width 64 expected_n_channels 57 Compile model.. Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== input_1 (InputLayer) [(None, 128, 128, 57 0 __________________________________________________________________________________________________ batch_normalization (BatchNorma (None, 128, 128, 57) 228 input_1[0][0] __________________________________________________________________________________________________ activation (Activation) (None, 128, 128, 57) 0 batch_normalization[0][0] __________________________________________________________________________________________________ conv2d (Conv2D) (None, 128, 128, 64) 3712 activation[0][0] __________________________________________________________________________________________________ batch_normalization_1 (BatchNor (None, 128, 128, 64) 256 conv2d[0][0] __________________________________________________________________________________________________ activation_1 (Activation) (None, 128, 128, 64) 0 batch_normalization_1[0][0] __________________________________________________________________________________________________ conv2d_1 (Conv2D) (None, 128, 128, 64) 36928 activation_1[0][0] __________________________________________________________________________________________________ dropout (Dropout) (None, 128, 128, 64) 0 conv2d_1[0][0] __________________________________________________________________________________________________ activation_2 (Activation) (None, 128, 128, 64) 0 dropout[0][0] __________________________________________________________________________________________________ conv2d_2 (Conv2D) (None, 128, 128, 64) 36928 activation_2[0][0] __________________________________________________________________________________________________ add (Add) (None, 128, 128, 64) 0 conv2d_2[0][0] conv2d[0][0] __________________________________________________________________________________________________ batch_normalization_2 (BatchNor (None, 128, 128, 64) 256 add[0][0] __________________________________________________________________________________________________ activation_3 (Activation) (None, 128, 128, 64) 0 batch_normalization_2[0][0] __________________________________________________________________________________________________ conv2d_3 (Conv2D) (None, 128, 128, 64) 36928 activation_3[0][0] __________________________________________________________________________________________________ dropout_1 (Dropout) (None, 128, 128, 64) 0 conv2d_3[0][0] __________________________________________________________________________________________________ activation_4 (Activation) (None, 128, 128, 64) 0 dropout_1[0][0] __________________________________________________________________________________________________ conv2d_4 (Conv2D) (None, 128, 128, 64) 36928 activation_4[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 128, 128, 64) 0 conv2d_4[0][0] add[0][0] __________________________________________________________________________________________________ batch_normalization_3 (BatchNor (None, 128, 128, 64) 256 add_1[0][0] __________________________________________________________________________________________________ activation_5 (Activation) (None, 128, 128, 64) 0 batch_normalization_3[0][0] __________________________________________________________________________________________________ conv2d_5 (Conv2D) (None, 128, 128, 64) 36928 activation_5[0][0] __________________________________________________________________________________________________ dropout_2 (Dropout) (None, 128, 128, 64) 0 conv2d_5[0][0] __________________________________________________________________________________________________ activation_6 (Activation) (None, 128, 128, 64) 0 dropout_2[0][0] __________________________________________________________________________________________________ conv2d_6 (Conv2D) (None, 128, 128, 64) 36928 activation_6[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 128, 128, 64) 0 conv2d_6[0][0] add_1[0][0] __________________________________________________________________________________________________ batch_normalization_4 (BatchNor (None, 128, 128, 64) 256 add_2[0][0] __________________________________________________________________________________________________ activation_7 (Activation) (None, 128, 128, 64) 0 batch_normalization_4[0][0] __________________________________________________________________________________________________ conv2d_7 (Conv2D) (None, 128, 128, 64) 36928 activation_7[0][0] __________________________________________________________________________________________________ dropout_3 (Dropout) (None, 128, 128, 64) 0 conv2d_7[0][0] __________________________________________________________________________________________________ activation_8 (Activation) (None, 128, 128, 64) 0 dropout_3[0][0] __________________________________________________________________________________________________ conv2d_8 (Conv2D) (None, 128, 128, 64) 36928 activation_8[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 128, 128, 64) 0 conv2d_8[0][0] add_2[0][0] __________________________________________________________________________________________________ batch_normalization_5 (BatchNor (None, 128, 128, 64) 256 add_3[0][0] __________________________________________________________________________________________________ activation_9 (Activation) (None, 128, 128, 64) 0 batch_normalization_5[0][0] __________________________________________________________________________________________________ conv2d_9 (Conv2D) (None, 128, 128, 64) 36928 activation_9[0][0] __________________________________________________________________________________________________ dropout_4 (Dropout) (None, 128, 128, 64) 0 conv2d_9[0][0] __________________________________________________________________________________________________ activation_10 (Activation) (None, 128, 128, 64) 0 dropout_4[0][0] __________________________________________________________________________________________________ conv2d_10 (Conv2D) (None, 128, 128, 64) 36928 activation_10[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 128, 128, 64) 0 conv2d_10[0][0] add_3[0][0] __________________________________________________________________________________________________ batch_normalization_6 (BatchNor (None, 128, 128, 64) 256 add_4[0][0] __________________________________________________________________________________________________ activation_11 (Activation) (None, 128, 128, 64) 0 batch_normalization_6[0][0] __________________________________________________________________________________________________ conv2d_11 (Conv2D) (None, 128, 128, 64) 36928 activation_11[0][0] __________________________________________________________________________________________________ dropout_5 (Dropout) (None, 128, 128, 64) 0 conv2d_11[0][0] __________________________________________________________________________________________________ activation_12 (Activation) (None, 128, 128, 64) 0 dropout_5[0][0] __________________________________________________________________________________________________ conv2d_12 (Conv2D) (None, 128, 128, 64) 36928 activation_12[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 128, 128, 64) 0 conv2d_12[0][0] add_4[0][0] __________________________________________________________________________________________________ batch_normalization_7 (BatchNor (None, 128, 128, 64) 256 add_5[0][0] __________________________________________________________________________________________________ activation_13 (Activation) (None, 128, 128, 64) 0 batch_normalization_7[0][0] __________________________________________________________________________________________________ conv2d_13 (Conv2D) (None, 128, 128, 64) 36928 activation_13[0][0] __________________________________________________________________________________________________ dropout_6 (Dropout) (None, 128, 128, 64) 0 conv2d_13[0][0] __________________________________________________________________________________________________ activation_14 (Activation) (None, 128, 128, 64) 0 dropout_6[0][0] __________________________________________________________________________________________________ conv2d_14 (Conv2D) (None, 128, 128, 64) 36928 activation_14[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 128, 128, 64) 0 conv2d_14[0][0] add_5[0][0] __________________________________________________________________________________________________ batch_normalization_8 (BatchNor (None, 128, 128, 64) 256 add_6[0][0] __________________________________________________________________________________________________ activation_15 (Activation) (None, 128, 128, 64) 0 batch_normalization_8[0][0] __________________________________________________________________________________________________ conv2d_15 (Conv2D) (None, 128, 128, 64) 36928 activation_15[0][0] __________________________________________________________________________________________________ dropout_7 (Dropout) (None, 128, 128, 64) 0 conv2d_15[0][0] __________________________________________________________________________________________________ activation_16 (Activation) (None, 128, 128, 64) 0 dropout_7[0][0] __________________________________________________________________________________________________ conv2d_16 (Conv2D) (None, 128, 128, 64) 36928 activation_16[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 128, 128, 64) 0 conv2d_16[0][0] add_6[0][0] __________________________________________________________________________________________________ batch_normalization_9 (BatchNor (None, 128, 128, 64) 256 add_7[0][0] __________________________________________________________________________________________________ activation_17 (Activation) (None, 128, 128, 64) 0 batch_normalization_9[0][0] __________________________________________________________________________________________________ conv2d_17 (Conv2D) (None, 128, 128, 64) 36928 activation_17[0][0] __________________________________________________________________________________________________ dropout_8 (Dropout) (None, 128, 128, 64) 0 conv2d_17[0][0] __________________________________________________________________________________________________ activation_18 (Activation) (None, 128, 128, 64) 0 dropout_8[0][0] __________________________________________________________________________________________________ conv2d_18 (Conv2D) (None, 128, 128, 64) 36928 activation_18[0][0] __________________________________________________________________________________________________ add_8 (Add) (None, 128, 128, 64) 0 conv2d_18[0][0] add_7[0][0] __________________________________________________________________________________________________ batch_normalization_10 (BatchNo (None, 128, 128, 64) 256 add_8[0][0] __________________________________________________________________________________________________ activation_19 (Activation) (None, 128, 128, 64) 0 batch_normalization_10[0][0] __________________________________________________________________________________________________ conv2d_19 (Conv2D) (None, 128, 128, 64) 36928 activation_19[0][0] __________________________________________________________________________________________________ dropout_9 (Dropout) (None, 128, 128, 64) 0 conv2d_19[0][0] __________________________________________________________________________________________________ activation_20 (Activation) (None, 128, 128, 64) 0 dropout_9[0][0] __________________________________________________________________________________________________ conv2d_20 (Conv2D) (None, 128, 128, 64) 36928 activation_20[0][0] __________________________________________________________________________________________________ add_9 (Add) (None, 128, 128, 64) 0 conv2d_20[0][0] add_8[0][0] __________________________________________________________________________________________________ batch_normalization_11 (BatchNo (None, 128, 128, 64) 256 add_9[0][0] __________________________________________________________________________________________________ activation_21 (Activation) (None, 128, 128, 64) 0 batch_normalization_11[0][0] __________________________________________________________________________________________________ conv2d_21 (Conv2D) (None, 128, 128, 64) 36928 activation_21[0][0] __________________________________________________________________________________________________ dropout_10 (Dropout) (None, 128, 128, 64) 0 conv2d_21[0][0] __________________________________________________________________________________________________ activation_22 (Activation) (None, 128, 128, 64) 0 dropout_10[0][0] __________________________________________________________________________________________________ conv2d_22 (Conv2D) (None, 128, 128, 64) 36928 activation_22[0][0] __________________________________________________________________________________________________ add_10 (Add) (None, 128, 128, 64) 0 conv2d_22[0][0] add_9[0][0] __________________________________________________________________________________________________ batch_normalization_12 (BatchNo (None, 128, 128, 64) 256 add_10[0][0] __________________________________________________________________________________________________ activation_23 (Activation) (None, 128, 128, 64) 0 batch_normalization_12[0][0] __________________________________________________________________________________________________ conv2d_23 (Conv2D) (None, 128, 128, 64) 36928 activation_23[0][0] __________________________________________________________________________________________________ dropout_11 (Dropout) (None, 128, 128, 64) 0 conv2d_23[0][0] __________________________________________________________________________________________________ activation_24 (Activation) (None, 128, 128, 64) 0 dropout_11[0][0] __________________________________________________________________________________________________ conv2d_24 (Conv2D) (None, 128, 128, 64) 36928 activation_24[0][0] __________________________________________________________________________________________________ add_11 (Add) (None, 128, 128, 64) 0 conv2d_24[0][0] add_10[0][0] __________________________________________________________________________________________________ batch_normalization_13 (BatchNo (None, 128, 128, 64) 256 add_11[0][0] __________________________________________________________________________________________________ activation_25 (Activation) (None, 128, 128, 64) 0 batch_normalization_13[0][0] __________________________________________________________________________________________________ conv2d_25 (Conv2D) (None, 128, 128, 64) 36928 activation_25[0][0] __________________________________________________________________________________________________ dropout_12 (Dropout) (None, 128, 128, 64) 0 conv2d_25[0][0] __________________________________________________________________________________________________ activation_26 (Activation) (None, 128, 128, 64) 0 dropout_12[0][0] __________________________________________________________________________________________________ conv2d_26 (Conv2D) (None, 128, 128, 64) 36928 activation_26[0][0] __________________________________________________________________________________________________ add_12 (Add) (None, 128, 128, 64) 0 conv2d_26[0][0] add_11[0][0] __________________________________________________________________________________________________ batch_normalization_14 (BatchNo (None, 128, 128, 64) 256 add_12[0][0] __________________________________________________________________________________________________ activation_27 (Activation) (None, 128, 128, 64) 0 batch_normalization_14[0][0] __________________________________________________________________________________________________ conv2d_27 (Conv2D) (None, 128, 128, 64) 36928 activation_27[0][0] __________________________________________________________________________________________________ dropout_13 (Dropout) (None, 128, 128, 64) 0 conv2d_27[0][0] __________________________________________________________________________________________________ activation_28 (Activation) (None, 128, 128, 64) 0 dropout_13[0][0] __________________________________________________________________________________________________ conv2d_28 (Conv2D) (None, 128, 128, 64) 36928 activation_28[0][0] __________________________________________________________________________________________________ add_13 (Add) (None, 128, 128, 64) 0 conv2d_28[0][0] add_12[0][0] __________________________________________________________________________________________________ batch_normalization_15 (BatchNo (None, 128, 128, 64) 256 add_13[0][0] __________________________________________________________________________________________________ activation_29 (Activation) (None, 128, 128, 64) 0 batch_normalization_15[0][0] __________________________________________________________________________________________________ conv2d_29 (Conv2D) (None, 128, 128, 64) 36928 activation_29[0][0] __________________________________________________________________________________________________ dropout_14 (Dropout) (None, 128, 128, 64) 0 conv2d_29[0][0] __________________________________________________________________________________________________ activation_30 (Activation) (None, 128, 128, 64) 0 dropout_14[0][0] __________________________________________________________________________________________________ conv2d_30 (Conv2D) (None, 128, 128, 64) 36928 activation_30[0][0] __________________________________________________________________________________________________ add_14 (Add) (None, 128, 128, 64) 0 conv2d_30[0][0] add_13[0][0] __________________________________________________________________________________________________ batch_normalization_16 (BatchNo (None, 128, 128, 64) 256 add_14[0][0] __________________________________________________________________________________________________ activation_31 (Activation) (None, 128, 128, 64) 0 batch_normalization_16[0][0] __________________________________________________________________________________________________ conv2d_31 (Conv2D) (None, 128, 128, 64) 36928 activation_31[0][0] __________________________________________________________________________________________________ dropout_15 (Dropout) (None, 128, 128, 64) 0 conv2d_31[0][0] __________________________________________________________________________________________________ activation_32 (Activation) (None, 128, 128, 64) 0 dropout_15[0][0] __________________________________________________________________________________________________ conv2d_32 (Conv2D) (None, 128, 128, 64) 36928 activation_32[0][0] __________________________________________________________________________________________________ add_15 (Add) (None, 128, 128, 64) 0 conv2d_32[0][0] add_14[0][0] __________________________________________________________________________________________________ batch_normalization_17 (BatchNo (None, 128, 128, 64) 256 add_15[0][0] __________________________________________________________________________________________________ activation_33 (Activation) (None, 128, 128, 64) 0 batch_normalization_17[0][0] __________________________________________________________________________________________________ conv2d_33 (Conv2D) (None, 128, 128, 64) 36928 activation_33[0][0] __________________________________________________________________________________________________ dropout_16 (Dropout) (None, 128, 128, 64) 0 conv2d_33[0][0] __________________________________________________________________________________________________ activation_34 (Activation) (None, 128, 128, 64) 0 dropout_16[0][0] __________________________________________________________________________________________________ conv2d_34 (Conv2D) (None, 128, 128, 64) 36928 activation_34[0][0] __________________________________________________________________________________________________ add_16 (Add) (None, 128, 128, 64) 0 conv2d_34[0][0] add_15[0][0] __________________________________________________________________________________________________ batch_normalization_18 (BatchNo (None, 128, 128, 64) 256 add_16[0][0] __________________________________________________________________________________________________ activation_35 (Activation) (None, 128, 128, 64) 0 batch_normalization_18[0][0] __________________________________________________________________________________________________ conv2d_35 (Conv2D) (None, 128, 128, 64) 36928 activation_35[0][0] __________________________________________________________________________________________________ dropout_17 (Dropout) (None, 128, 128, 64) 0 conv2d_35[0][0] __________________________________________________________________________________________________ activation_36 (Activation) (None, 128, 128, 64) 0 dropout_17[0][0] __________________________________________________________________________________________________ conv2d_36 (Conv2D) (None, 128, 128, 64) 36928 activation_36[0][0] __________________________________________________________________________________________________ add_17 (Add) (None, 128, 128, 64) 0 conv2d_36[0][0] add_16[0][0] __________________________________________________________________________________________________ batch_normalization_19 (BatchNo (None, 128, 128, 64) 256 add_17[0][0] __________________________________________________________________________________________________ activation_37 (Activation) (None, 128, 128, 64) 0 batch_normalization_19[0][0] __________________________________________________________________________________________________ conv2d_37 (Conv2D) (None, 128, 128, 64) 36928 activation_37[0][0] __________________________________________________________________________________________________ dropout_18 (Dropout) (None, 128, 128, 64) 0 conv2d_37[0][0] __________________________________________________________________________________________________ activation_38 (Activation) (None, 128, 128, 64) 0 dropout_18[0][0] __________________________________________________________________________________________________ conv2d_38 (Conv2D) (None, 128, 128, 64) 36928 activation_38[0][0] __________________________________________________________________________________________________ add_18 (Add) (None, 128, 128, 64) 0 conv2d_38[0][0] add_17[0][0] __________________________________________________________________________________________________ batch_normalization_20 (BatchNo (None, 128, 128, 64) 256 add_18[0][0] __________________________________________________________________________________________________ activation_39 (Activation) (None, 128, 128, 64) 0 batch_normalization_20[0][0] __________________________________________________________________________________________________ conv2d_39 (Conv2D) (None, 128, 128, 64) 36928 activation_39[0][0] __________________________________________________________________________________________________ dropout_19 (Dropout) (None, 128, 128, 64) 0 conv2d_39[0][0] __________________________________________________________________________________________________ activation_40 (Activation) (None, 128, 128, 64) 0 dropout_19[0][0] __________________________________________________________________________________________________ conv2d_40 (Conv2D) (None, 128, 128, 64) 36928 activation_40[0][0] __________________________________________________________________________________________________ add_19 (Add) (None, 128, 128, 64) 0 conv2d_40[0][0] add_18[0][0] __________________________________________________________________________________________________ batch_normalization_21 (BatchNo (None, 128, 128, 64) 256 add_19[0][0] __________________________________________________________________________________________________ activation_41 (Activation) (None, 128, 128, 64) 0 batch_normalization_21[0][0] __________________________________________________________________________________________________ conv2d_41 (Conv2D) (None, 128, 128, 64) 36928 activation_41[0][0] __________________________________________________________________________________________________ dropout_20 (Dropout) (None, 128, 128, 64) 0 conv2d_41[0][0] __________________________________________________________________________________________________ activation_42 (Activation) (None, 128, 128, 64) 0 dropout_20[0][0] __________________________________________________________________________________________________ conv2d_42 (Conv2D) (None, 128, 128, 64) 36928 activation_42[0][0] __________________________________________________________________________________________________ add_20 (Add) (None, 128, 128, 64) 0 conv2d_42[0][0] add_19[0][0] __________________________________________________________________________________________________ batch_normalization_22 (BatchNo (None, 128, 128, 64) 256 add_20[0][0] __________________________________________________________________________________________________ activation_43 (Activation) (None, 128, 128, 64) 0 batch_normalization_22[0][0] __________________________________________________________________________________________________ conv2d_43 (Conv2D) (None, 128, 128, 64) 36928 activation_43[0][0] __________________________________________________________________________________________________ dropout_21 (Dropout) (None, 128, 128, 64) 0 conv2d_43[0][0] __________________________________________________________________________________________________ activation_44 (Activation) (None, 128, 128, 64) 0 dropout_21[0][0] __________________________________________________________________________________________________ conv2d_44 (Conv2D) (None, 128, 128, 64) 36928 activation_44[0][0] __________________________________________________________________________________________________ add_21 (Add) (None, 128, 128, 64) 0 conv2d_44[0][0] add_20[0][0] __________________________________________________________________________________________________ batch_normalization_23 (BatchNo (None, 128, 128, 64) 256 add_21[0][0] __________________________________________________________________________________________________ activation_45 (Activation) (None, 128, 128, 64) 0 batch_normalization_23[0][0] __________________________________________________________________________________________________ conv2d_45 (Conv2D) (None, 128, 128, 64) 36928 activation_45[0][0] __________________________________________________________________________________________________ dropout_22 (Dropout) (None, 128, 128, 64) 0 conv2d_45[0][0] __________________________________________________________________________________________________ activation_46 (Activation) (None, 128, 128, 64) 0 dropout_22[0][0] __________________________________________________________________________________________________ conv2d_46 (Conv2D) (None, 128, 128, 64) 36928 activation_46[0][0] __________________________________________________________________________________________________ add_22 (Add) (None, 128, 128, 64) 0 conv2d_46[0][0] add_21[0][0] __________________________________________________________________________________________________ batch_normalization_24 (BatchNo (None, 128, 128, 64) 256 add_22[0][0] __________________________________________________________________________________________________ activation_47 (Activation) (None, 128, 128, 64) 0 batch_normalization_24[0][0] __________________________________________________________________________________________________ conv2d_47 (Conv2D) (None, 128, 128, 64) 36928 activation_47[0][0] __________________________________________________________________________________________________ dropout_23 (Dropout) (None, 128, 128, 64) 0 conv2d_47[0][0] __________________________________________________________________________________________________ activation_48 (Activation) (None, 128, 128, 64) 0 dropout_23[0][0] __________________________________________________________________________________________________ conv2d_48 (Conv2D) (None, 128, 128, 64) 36928 activation_48[0][0] __________________________________________________________________________________________________ add_23 (Add) (None, 128, 128, 64) 0 conv2d_48[0][0] add_22[0][0] __________________________________________________________________________________________________ batch_normalization_25 (BatchNo (None, 128, 128, 64) 256 add_23[0][0] __________________________________________________________________________________________________ activation_49 (Activation) (None, 128, 128, 64) 0 batch_normalization_25[0][0] __________________________________________________________________________________________________ conv2d_49 (Conv2D) (None, 128, 128, 64) 36928 activation_49[0][0] __________________________________________________________________________________________________ dropout_24 (Dropout) (None, 128, 128, 64) 0 conv2d_49[0][0] __________________________________________________________________________________________________ activation_50 (Activation) (None, 128, 128, 64) 0 dropout_24[0][0] __________________________________________________________________________________________________ conv2d_50 (Conv2D) (None, 128, 128, 64) 36928 activation_50[0][0] __________________________________________________________________________________________________ add_24 (Add) (None, 128, 128, 64) 0 conv2d_50[0][0] add_23[0][0] __________________________________________________________________________________________________ batch_normalization_26 (BatchNo (None, 128, 128, 64) 256 add_24[0][0] __________________________________________________________________________________________________ activation_51 (Activation) (None, 128, 128, 64) 0 batch_normalization_26[0][0] __________________________________________________________________________________________________ conv2d_51 (Conv2D) (None, 128, 128, 64) 36928 activation_51[0][0] __________________________________________________________________________________________________ dropout_25 (Dropout) (None, 128, 128, 64) 0 conv2d_51[0][0] __________________________________________________________________________________________________ activation_52 (Activation) (None, 128, 128, 64) 0 dropout_25[0][0] __________________________________________________________________________________________________ conv2d_52 (Conv2D) (None, 128, 128, 64) 36928 activation_52[0][0] __________________________________________________________________________________________________ add_25 (Add) (None, 128, 128, 64) 0 conv2d_52[0][0] add_24[0][0] __________________________________________________________________________________________________ batch_normalization_27 (BatchNo (None, 128, 128, 64) 256 add_25[0][0] __________________________________________________________________________________________________ activation_53 (Activation) (None, 128, 128, 64) 0 batch_normalization_27[0][0] __________________________________________________________________________________________________ conv2d_53 (Conv2D) (None, 128, 128, 64) 36928 activation_53[0][0] __________________________________________________________________________________________________ dropout_26 (Dropout) (None, 128, 128, 64) 0 conv2d_53[0][0] __________________________________________________________________________________________________ activation_54 (Activation) (None, 128, 128, 64) 0 dropout_26[0][0] __________________________________________________________________________________________________ conv2d_54 (Conv2D) (None, 128, 128, 64) 36928 activation_54[0][0] __________________________________________________________________________________________________ add_26 (Add) (None, 128, 128, 64) 0 conv2d_54[0][0] add_25[0][0] __________________________________________________________________________________________________ batch_normalization_28 (BatchNo (None, 128, 128, 64) 256 add_26[0][0] __________________________________________________________________________________________________ activation_55 (Activation) (None, 128, 128, 64) 0 batch_normalization_28[0][0] __________________________________________________________________________________________________ conv2d_55 (Conv2D) (None, 128, 128, 64) 36928 activation_55[0][0] __________________________________________________________________________________________________ dropout_27 (Dropout) (None, 128, 128, 64) 0 conv2d_55[0][0] __________________________________________________________________________________________________ activation_56 (Activation) (None, 128, 128, 64) 0 dropout_27[0][0] __________________________________________________________________________________________________ conv2d_56 (Conv2D) (None, 128, 128, 64) 36928 activation_56[0][0] __________________________________________________________________________________________________ add_27 (Add) (None, 128, 128, 64) 0 conv2d_56[0][0] add_26[0][0] __________________________________________________________________________________________________ batch_normalization_29 (BatchNo (None, 128, 128, 64) 256 add_27[0][0] __________________________________________________________________________________________________ activation_57 (Activation) (None, 128, 128, 64) 0 batch_normalization_29[0][0] __________________________________________________________________________________________________ conv2d_57 (Conv2D) (None, 128, 128, 64) 36928 activation_57[0][0] __________________________________________________________________________________________________ dropout_28 (Dropout) (None, 128, 128, 64) 0 conv2d_57[0][0] __________________________________________________________________________________________________ activation_58 (Activation) (None, 128, 128, 64) 0 dropout_28[0][0] __________________________________________________________________________________________________ conv2d_58 (Conv2D) (None, 128, 128, 64) 36928 activation_58[0][0] __________________________________________________________________________________________________ add_28 (Add) (None, 128, 128, 64) 0 conv2d_58[0][0] add_27[0][0] __________________________________________________________________________________________________ batch_normalization_30 (BatchNo (None, 128, 128, 64) 256 add_28[0][0] __________________________________________________________________________________________________ activation_59 (Activation) (None, 128, 128, 64) 0 batch_normalization_30[0][0] __________________________________________________________________________________________________ conv2d_59 (Conv2D) (None, 128, 128, 64) 36928 activation_59[0][0] __________________________________________________________________________________________________ dropout_29 (Dropout) (None, 128, 128, 64) 0 conv2d_59[0][0] __________________________________________________________________________________________________ activation_60 (Activation) (None, 128, 128, 64) 0 dropout_29[0][0] __________________________________________________________________________________________________ conv2d_60 (Conv2D) (None, 128, 128, 64) 36928 activation_60[0][0] __________________________________________________________________________________________________ add_29 (Add) (None, 128, 128, 64) 0 conv2d_60[0][0] add_28[0][0] __________________________________________________________________________________________________ batch_normalization_31 (BatchNo (None, 128, 128, 64) 256 add_29[0][0] __________________________________________________________________________________________________ activation_61 (Activation) (None, 128, 128, 64) 0 batch_normalization_31[0][0] __________________________________________________________________________________________________ conv2d_61 (Conv2D) (None, 128, 128, 64) 36928 activation_61[0][0] __________________________________________________________________________________________________ dropout_30 (Dropout) (None, 128, 128, 64) 0 conv2d_61[0][0] __________________________________________________________________________________________________ activation_62 (Activation) (None, 128, 128, 64) 0 dropout_30[0][0] __________________________________________________________________________________________________ conv2d_62 (Conv2D) (None, 128, 128, 64) 36928 activation_62[0][0] __________________________________________________________________________________________________ add_30 (Add) (None, 128, 128, 64) 0 conv2d_62[0][0] add_29[0][0] __________________________________________________________________________________________________ batch_normalization_32 (BatchNo (None, 128, 128, 64) 256 add_30[0][0] __________________________________________________________________________________________________ activation_63 (Activation) (None, 128, 128, 64) 0 batch_normalization_32[0][0] __________________________________________________________________________________________________ conv2d_63 (Conv2D) (None, 128, 128, 64) 36928 activation_63[0][0] __________________________________________________________________________________________________ dropout_31 (Dropout) (None, 128, 128, 64) 0 conv2d_63[0][0] __________________________________________________________________________________________________ activation_64 (Activation) (None, 128, 128, 64) 0 dropout_31[0][0] __________________________________________________________________________________________________ conv2d_64 (Conv2D) (None, 128, 128, 64) 36928 activation_64[0][0] __________________________________________________________________________________________________ add_31 (Add) (None, 128, 128, 64) 0 conv2d_64[0][0] add_30[0][0] __________________________________________________________________________________________________ batch_normalization_33 (BatchNo (None, 128, 128, 64) 256 add_31[0][0] __________________________________________________________________________________________________ activation_65 (Activation) (None, 128, 128, 64) 0 batch_normalization_33[0][0] __________________________________________________________________________________________________ conv2d_65 (Conv2D) (None, 128, 128, 64) 36928 activation_65[0][0] __________________________________________________________________________________________________ dropout_32 (Dropout) (None, 128, 128, 64) 0 conv2d_65[0][0] __________________________________________________________________________________________________ activation_66 (Activation) (None, 128, 128, 64) 0 dropout_32[0][0] __________________________________________________________________________________________________ conv2d_66 (Conv2D) (None, 128, 128, 64) 36928 activation_66[0][0] __________________________________________________________________________________________________ add_32 (Add) (None, 128, 128, 64) 0 conv2d_66[0][0] add_31[0][0] __________________________________________________________________________________________________ batch_normalization_34 (BatchNo (None, 128, 128, 64) 256 add_32[0][0] __________________________________________________________________________________________________ activation_67 (Activation) (None, 128, 128, 64) 0 batch_normalization_34[0][0] __________________________________________________________________________________________________ conv2d_67 (Conv2D) (None, 128, 128, 64) 36928 activation_67[0][0] __________________________________________________________________________________________________ dropout_33 (Dropout) (None, 128, 128, 64) 0 conv2d_67[0][0] __________________________________________________________________________________________________ activation_68 (Activation) (None, 128, 128, 64) 0 dropout_33[0][0] __________________________________________________________________________________________________ conv2d_68 (Conv2D) (None, 128, 128, 64) 36928 activation_68[0][0] __________________________________________________________________________________________________ add_33 (Add) (None, 128, 128, 64) 0 conv2d_68[0][0] add_32[0][0] __________________________________________________________________________________________________ batch_normalization_35 (BatchNo (None, 128, 128, 64) 256 add_33[0][0] __________________________________________________________________________________________________ activation_69 (Activation) (None, 128, 128, 64) 0 batch_normalization_35[0][0] __________________________________________________________________________________________________ conv2d_69 (Conv2D) (None, 128, 128, 64) 36928 activation_69[0][0] __________________________________________________________________________________________________ dropout_34 (Dropout) (None, 128, 128, 64) 0 conv2d_69[0][0] __________________________________________________________________________________________________ activation_70 (Activation) (None, 128, 128, 64) 0 dropout_34[0][0] __________________________________________________________________________________________________ conv2d_70 (Conv2D) (None, 128, 128, 64) 36928 activation_70[0][0] __________________________________________________________________________________________________ add_34 (Add) (None, 128, 128, 64) 0 conv2d_70[0][0] add_33[0][0] __________________________________________________________________________________________________ batch_normalization_36 (BatchNo (None, 128, 128, 64) 256 add_34[0][0] __________________________________________________________________________________________________ activation_71 (Activation) (None, 128, 128, 64) 0 batch_normalization_36[0][0] __________________________________________________________________________________________________ conv2d_71 (Conv2D) (None, 128, 128, 64) 36928 activation_71[0][0] __________________________________________________________________________________________________ dropout_35 (Dropout) (None, 128, 128, 64) 0 conv2d_71[0][0] __________________________________________________________________________________________________ activation_72 (Activation) (None, 128, 128, 64) 0 dropout_35[0][0] __________________________________________________________________________________________________ conv2d_72 (Conv2D) (None, 128, 128, 64) 36928 activation_72[0][0] __________________________________________________________________________________________________ add_35 (Add) (None, 128, 128, 64) 0 conv2d_72[0][0] add_34[0][0] __________________________________________________________________________________________________ batch_normalization_37 (BatchNo (None, 128, 128, 64) 256 add_35[0][0] __________________________________________________________________________________________________ activation_73 (Activation) (None, 128, 128, 64) 0 batch_normalization_37[0][0] __________________________________________________________________________________________________ conv2d_73 (Conv2D) (None, 128, 128, 64) 36928 activation_73[0][0] __________________________________________________________________________________________________ dropout_36 (Dropout) (None, 128, 128, 64) 0 conv2d_73[0][0] __________________________________________________________________________________________________ activation_74 (Activation) (None, 128, 128, 64) 0 dropout_36[0][0] __________________________________________________________________________________________________ conv2d_74 (Conv2D) (None, 128, 128, 64) 36928 activation_74[0][0] __________________________________________________________________________________________________ add_36 (Add) (None, 128, 128, 64) 0 conv2d_74[0][0] add_35[0][0] __________________________________________________________________________________________________ batch_normalization_38 (BatchNo (None, 128, 128, 64) 256 add_36[0][0] __________________________________________________________________________________________________ activation_75 (Activation) (None, 128, 128, 64) 0 batch_normalization_38[0][0] __________________________________________________________________________________________________ conv2d_75 (Conv2D) (None, 128, 128, 64) 36928 activation_75[0][0] __________________________________________________________________________________________________ dropout_37 (Dropout) (None, 128, 128, 64) 0 conv2d_75[0][0] __________________________________________________________________________________________________ activation_76 (Activation) (None, 128, 128, 64) 0 dropout_37[0][0] __________________________________________________________________________________________________ conv2d_76 (Conv2D) (None, 128, 128, 64) 36928 activation_76[0][0] __________________________________________________________________________________________________ add_37 (Add) (None, 128, 128, 64) 0 conv2d_76[0][0] add_36[0][0] __________________________________________________________________________________________________ batch_normalization_39 (BatchNo (None, 128, 128, 64) 256 add_37[0][0] __________________________________________________________________________________________________ activation_77 (Activation) (None, 128, 128, 64) 0 batch_normalization_39[0][0] __________________________________________________________________________________________________ conv2d_77 (Conv2D) (None, 128, 128, 64) 36928 activation_77[0][0] __________________________________________________________________________________________________ dropout_38 (Dropout) (None, 128, 128, 64) 0 conv2d_77[0][0] __________________________________________________________________________________________________ activation_78 (Activation) (None, 128, 128, 64) 0 dropout_38[0][0] __________________________________________________________________________________________________ conv2d_78 (Conv2D) (None, 128, 128, 64) 36928 activation_78[0][0] __________________________________________________________________________________________________ add_38 (Add) (None, 128, 128, 64) 0 conv2d_78[0][0] add_37[0][0] __________________________________________________________________________________________________ batch_normalization_40 (BatchNo (None, 128, 128, 64) 256 add_38[0][0] __________________________________________________________________________________________________ activation_79 (Activation) (None, 128, 128, 64) 0 batch_normalization_40[0][0] __________________________________________________________________________________________________ conv2d_79 (Conv2D) (None, 128, 128, 64) 36928 activation_79[0][0] __________________________________________________________________________________________________ dropout_39 (Dropout) (None, 128, 128, 64) 0 conv2d_79[0][0] __________________________________________________________________________________________________ activation_80 (Activation) (None, 128, 128, 64) 0 dropout_39[0][0] __________________________________________________________________________________________________ conv2d_80 (Conv2D) (None, 128, 128, 64) 36928 activation_80[0][0] __________________________________________________________________________________________________ add_39 (Add) (None, 128, 128, 64) 0 conv2d_80[0][0] add_38[0][0] __________________________________________________________________________________________________ batch_normalization_41 (BatchNo (None, 128, 128, 64) 256 add_39[0][0] __________________________________________________________________________________________________ activation_81 (Activation) (None, 128, 128, 64) 0 batch_normalization_41[0][0] __________________________________________________________________________________________________ conv2d_81 (Conv2D) (None, 128, 128, 64) 36928 activation_81[0][0] __________________________________________________________________________________________________ dropout_40 (Dropout) (None, 128, 128, 64) 0 conv2d_81[0][0] __________________________________________________________________________________________________ activation_82 (Activation) (None, 128, 128, 64) 0 dropout_40[0][0] __________________________________________________________________________________________________ conv2d_82 (Conv2D) (None, 128, 128, 64) 36928 activation_82[0][0] __________________________________________________________________________________________________ add_40 (Add) (None, 128, 128, 64) 0 conv2d_82[0][0] add_39[0][0] __________________________________________________________________________________________________ batch_normalization_42 (BatchNo (None, 128, 128, 64) 256 add_40[0][0] __________________________________________________________________________________________________ activation_83 (Activation) (None, 128, 128, 64) 0 batch_normalization_42[0][0] __________________________________________________________________________________________________ conv2d_83 (Conv2D) (None, 128, 128, 64) 36928 activation_83[0][0] __________________________________________________________________________________________________ dropout_41 (Dropout) (None, 128, 128, 64) 0 conv2d_83[0][0] __________________________________________________________________________________________________ activation_84 (Activation) (None, 128, 128, 64) 0 dropout_41[0][0] __________________________________________________________________________________________________ conv2d_84 (Conv2D) (None, 128, 128, 64) 36928 activation_84[0][0] __________________________________________________________________________________________________ add_41 (Add) (None, 128, 128, 64) 0 conv2d_84[0][0] add_40[0][0] __________________________________________________________________________________________________ batch_normalization_43 (BatchNo (None, 128, 128, 64) 256 add_41[0][0] __________________________________________________________________________________________________ activation_85 (Activation) (None, 128, 128, 64) 0 batch_normalization_43[0][0] __________________________________________________________________________________________________ conv2d_85 (Conv2D) (None, 128, 128, 64) 36928 activation_85[0][0] __________________________________________________________________________________________________ dropout_42 (Dropout) (None, 128, 128, 64) 0 conv2d_85[0][0] __________________________________________________________________________________________________ activation_86 (Activation) (None, 128, 128, 64) 0 dropout_42[0][0] __________________________________________________________________________________________________ conv2d_86 (Conv2D) (None, 128, 128, 64) 36928 activation_86[0][0] __________________________________________________________________________________________________ add_42 (Add) (None, 128, 128, 64) 0 conv2d_86[0][0] add_41[0][0] __________________________________________________________________________________________________ batch_normalization_44 (BatchNo (None, 128, 128, 64) 256 add_42[0][0] __________________________________________________________________________________________________ activation_87 (Activation) (None, 128, 128, 64) 0 batch_normalization_44[0][0] __________________________________________________________________________________________________ conv2d_87 (Conv2D) (None, 128, 128, 64) 36928 activation_87[0][0] __________________________________________________________________________________________________ dropout_43 (Dropout) (None, 128, 128, 64) 0 conv2d_87[0][0] __________________________________________________________________________________________________ activation_88 (Activation) (None, 128, 128, 64) 0 dropout_43[0][0] __________________________________________________________________________________________________ conv2d_88 (Conv2D) (None, 128, 128, 64) 36928 activation_88[0][0] __________________________________________________________________________________________________ add_43 (Add) (None, 128, 128, 64) 0 conv2d_88[0][0] add_42[0][0] __________________________________________________________________________________________________ batch_normalization_45 (BatchNo (None, 128, 128, 64) 256 add_43[0][0] __________________________________________________________________________________________________ activation_89 (Activation) (None, 128, 128, 64) 0 batch_normalization_45[0][0] __________________________________________________________________________________________________ conv2d_89 (Conv2D) (None, 128, 128, 64) 36928 activation_89[0][0] __________________________________________________________________________________________________ dropout_44 (Dropout) (None, 128, 128, 64) 0 conv2d_89[0][0] __________________________________________________________________________________________________ activation_90 (Activation) (None, 128, 128, 64) 0 dropout_44[0][0] __________________________________________________________________________________________________ conv2d_90 (Conv2D) (None, 128, 128, 64) 36928 activation_90[0][0] __________________________________________________________________________________________________ add_44 (Add) (None, 128, 128, 64) 0 conv2d_90[0][0] add_43[0][0] __________________________________________________________________________________________________ batch_normalization_46 (BatchNo (None, 128, 128, 64) 256 add_44[0][0] __________________________________________________________________________________________________ activation_91 (Activation) (None, 128, 128, 64) 0 batch_normalization_46[0][0] __________________________________________________________________________________________________ conv2d_91 (Conv2D) (None, 128, 128, 64) 36928 activation_91[0][0] __________________________________________________________________________________________________ dropout_45 (Dropout) (None, 128, 128, 64) 0 conv2d_91[0][0] __________________________________________________________________________________________________ activation_92 (Activation) (None, 128, 128, 64) 0 dropout_45[0][0] __________________________________________________________________________________________________ conv2d_92 (Conv2D) (None, 128, 128, 64) 36928 activation_92[0][0] __________________________________________________________________________________________________ add_45 (Add) (None, 128, 128, 64) 0 conv2d_92[0][0] add_44[0][0] __________________________________________________________________________________________________ batch_normalization_47 (BatchNo (None, 128, 128, 64) 256 add_45[0][0] __________________________________________________________________________________________________ activation_93 (Activation) (None, 128, 128, 64) 0 batch_normalization_47[0][0] __________________________________________________________________________________________________ conv2d_93 (Conv2D) (None, 128, 128, 64) 36928 activation_93[0][0] __________________________________________________________________________________________________ dropout_46 (Dropout) (None, 128, 128, 64) 0 conv2d_93[0][0] __________________________________________________________________________________________________ activation_94 (Activation) (None, 128, 128, 64) 0 dropout_46[0][0] __________________________________________________________________________________________________ conv2d_94 (Conv2D) (None, 128, 128, 64) 36928 activation_94[0][0] __________________________________________________________________________________________________ add_46 (Add) (None, 128, 128, 64) 0 conv2d_94[0][0] add_45[0][0] __________________________________________________________________________________________________ batch_normalization_48 (BatchNo (None, 128, 128, 64) 256 add_46[0][0] __________________________________________________________________________________________________ activation_95 (Activation) (None, 128, 128, 64) 0 batch_normalization_48[0][0] __________________________________________________________________________________________________ conv2d_95 (Conv2D) (None, 128, 128, 64) 36928 activation_95[0][0] __________________________________________________________________________________________________ dropout_47 (Dropout) (None, 128, 128, 64) 0 conv2d_95[0][0] __________________________________________________________________________________________________ activation_96 (Activation) (None, 128, 128, 64) 0 dropout_47[0][0] __________________________________________________________________________________________________ conv2d_96 (Conv2D) (None, 128, 128, 64) 36928 activation_96[0][0] __________________________________________________________________________________________________ add_47 (Add) (None, 128, 128, 64) 0 conv2d_96[0][0] add_46[0][0] __________________________________________________________________________________________________ batch_normalization_49 (BatchNo (None, 128, 128, 64) 256 add_47[0][0] __________________________________________________________________________________________________ activation_97 (Activation) (None, 128, 128, 64) 0 batch_normalization_49[0][0] __________________________________________________________________________________________________ conv2d_97 (Conv2D) (None, 128, 128, 64) 36928 activation_97[0][0] __________________________________________________________________________________________________ dropout_48 (Dropout) (None, 128, 128, 64) 0 conv2d_97[0][0] __________________________________________________________________________________________________ activation_98 (Activation) (None, 128, 128, 64) 0 dropout_48[0][0] __________________________________________________________________________________________________ conv2d_98 (Conv2D) (None, 128, 128, 64) 36928 activation_98[0][0] __________________________________________________________________________________________________ add_48 (Add) (None, 128, 128, 64) 0 conv2d_98[0][0] add_47[0][0] __________________________________________________________________________________________________ batch_normalization_50 (BatchNo (None, 128, 128, 64) 256 add_48[0][0] __________________________________________________________________________________________________ activation_99 (Activation) (None, 128, 128, 64) 0 batch_normalization_50[0][0] __________________________________________________________________________________________________ conv2d_99 (Conv2D) (None, 128, 128, 64) 36928 activation_99[0][0] __________________________________________________________________________________________________ dropout_49 (Dropout) (None, 128, 128, 64) 0 conv2d_99[0][0] __________________________________________________________________________________________________ activation_100 (Activation) (None, 128, 128, 64) 0 dropout_49[0][0] __________________________________________________________________________________________________ conv2d_100 (Conv2D) (None, 128, 128, 64) 36928 activation_100[0][0] __________________________________________________________________________________________________ add_49 (Add) (None, 128, 128, 64) 0 conv2d_100[0][0] add_48[0][0] __________________________________________________________________________________________________ batch_normalization_51 (BatchNo (None, 128, 128, 64) 256 add_49[0][0] __________________________________________________________________________________________________ activation_101 (Activation) (None, 128, 128, 64) 0 batch_normalization_51[0][0] __________________________________________________________________________________________________ conv2d_101 (Conv2D) (None, 128, 128, 64) 36928 activation_101[0][0] __________________________________________________________________________________________________ dropout_50 (Dropout) (None, 128, 128, 64) 0 conv2d_101[0][0] __________________________________________________________________________________________________ activation_102 (Activation) (None, 128, 128, 64) 0 dropout_50[0][0] __________________________________________________________________________________________________ conv2d_102 (Conv2D) (None, 128, 128, 64) 36928 activation_102[0][0] __________________________________________________________________________________________________ add_50 (Add) (None, 128, 128, 64) 0 conv2d_102[0][0] add_49[0][0] __________________________________________________________________________________________________ batch_normalization_52 (BatchNo (None, 128, 128, 64) 256 add_50[0][0] __________________________________________________________________________________________________ activation_103 (Activation) (None, 128, 128, 64) 0 batch_normalization_52[0][0] __________________________________________________________________________________________________ conv2d_103 (Conv2D) (None, 128, 128, 64) 36928 activation_103[0][0] __________________________________________________________________________________________________ dropout_51 (Dropout) (None, 128, 128, 64) 0 conv2d_103[0][0] __________________________________________________________________________________________________ activation_104 (Activation) (None, 128, 128, 64) 0 dropout_51[0][0] __________________________________________________________________________________________________ conv2d_104 (Conv2D) (None, 128, 128, 64) 36928 activation_104[0][0] __________________________________________________________________________________________________ add_51 (Add) (None, 128, 128, 64) 0 conv2d_104[0][0] add_50[0][0] __________________________________________________________________________________________________ batch_normalization_53 (BatchNo (None, 128, 128, 64) 256 add_51[0][0] __________________________________________________________________________________________________ activation_105 (Activation) (None, 128, 128, 64) 0 batch_normalization_53[0][0] __________________________________________________________________________________________________ conv2d_105 (Conv2D) (None, 128, 128, 64) 36928 activation_105[0][0] __________________________________________________________________________________________________ dropout_52 (Dropout) (None, 128, 128, 64) 0 conv2d_105[0][0] __________________________________________________________________________________________________ activation_106 (Activation) (None, 128, 128, 64) 0 dropout_52[0][0] __________________________________________________________________________________________________ conv2d_106 (Conv2D) (None, 128, 128, 64) 36928 activation_106[0][0] __________________________________________________________________________________________________ add_52 (Add) (None, 128, 128, 64) 0 conv2d_106[0][0] add_51[0][0] __________________________________________________________________________________________________ batch_normalization_54 (BatchNo (None, 128, 128, 64) 256 add_52[0][0] __________________________________________________________________________________________________ activation_107 (Activation) (None, 128, 128, 64) 0 batch_normalization_54[0][0] __________________________________________________________________________________________________ conv2d_107 (Conv2D) (None, 128, 128, 64) 36928 activation_107[0][0] __________________________________________________________________________________________________ dropout_53 (Dropout) (None, 128, 128, 64) 0 conv2d_107[0][0] __________________________________________________________________________________________________ activation_108 (Activation) (None, 128, 128, 64) 0 dropout_53[0][0] __________________________________________________________________________________________________ conv2d_108 (Conv2D) (None, 128, 128, 64) 36928 activation_108[0][0] __________________________________________________________________________________________________ add_53 (Add) (None, 128, 128, 64) 0 conv2d_108[0][0] add_52[0][0] __________________________________________________________________________________________________ batch_normalization_55 (BatchNo (None, 128, 128, 64) 256 add_53[0][0] __________________________________________________________________________________________________ activation_109 (Activation) (None, 128, 128, 64) 0 batch_normalization_55[0][0] __________________________________________________________________________________________________ conv2d_109 (Conv2D) (None, 128, 128, 64) 36928 activation_109[0][0] __________________________________________________________________________________________________ dropout_54 (Dropout) (None, 128, 128, 64) 0 conv2d_109[0][0] __________________________________________________________________________________________________ activation_110 (Activation) (None, 128, 128, 64) 0 dropout_54[0][0] __________________________________________________________________________________________________ conv2d_110 (Conv2D) (None, 128, 128, 64) 36928 activation_110[0][0] __________________________________________________________________________________________________ add_54 (Add) (None, 128, 128, 64) 0 conv2d_110[0][0] add_53[0][0] __________________________________________________________________________________________________ batch_normalization_56 (BatchNo (None, 128, 128, 64) 256 add_54[0][0] __________________________________________________________________________________________________ activation_111 (Activation) (None, 128, 128, 64) 0 batch_normalization_56[0][0] __________________________________________________________________________________________________ conv2d_111 (Conv2D) (None, 128, 128, 64) 36928 activation_111[0][0] __________________________________________________________________________________________________ dropout_55 (Dropout) (None, 128, 128, 64) 0 conv2d_111[0][0] __________________________________________________________________________________________________ activation_112 (Activation) (None, 128, 128, 64) 0 dropout_55[0][0] __________________________________________________________________________________________________ conv2d_112 (Conv2D) (None, 128, 128, 64) 36928 activation_112[0][0] __________________________________________________________________________________________________ add_55 (Add) (None, 128, 128, 64) 0 conv2d_112[0][0] add_54[0][0] __________________________________________________________________________________________________ batch_normalization_57 (BatchNo (None, 128, 128, 64) 256 add_55[0][0] __________________________________________________________________________________________________ activation_113 (Activation) (None, 128, 128, 64) 0 batch_normalization_57[0][0] __________________________________________________________________________________________________ conv2d_113 (Conv2D) (None, 128, 128, 64) 36928 activation_113[0][0] __________________________________________________________________________________________________ dropout_56 (Dropout) (None, 128, 128, 64) 0 conv2d_113[0][0] __________________________________________________________________________________________________ activation_114 (Activation) (None, 128, 128, 64) 0 dropout_56[0][0] __________________________________________________________________________________________________ conv2d_114 (Conv2D) (None, 128, 128, 64) 36928 activation_114[0][0] __________________________________________________________________________________________________ add_56 (Add) (None, 128, 128, 64) 0 conv2d_114[0][0] add_55[0][0] __________________________________________________________________________________________________ batch_normalization_58 (BatchNo (None, 128, 128, 64) 256 add_56[0][0] __________________________________________________________________________________________________ activation_115 (Activation) (None, 128, 128, 64) 0 batch_normalization_58[0][0] __________________________________________________________________________________________________ conv2d_115 (Conv2D) (None, 128, 128, 64) 36928 activation_115[0][0] __________________________________________________________________________________________________ dropout_57 (Dropout) (None, 128, 128, 64) 0 conv2d_115[0][0] __________________________________________________________________________________________________ activation_116 (Activation) (None, 128, 128, 64) 0 dropout_57[0][0] __________________________________________________________________________________________________ conv2d_116 (Conv2D) (None, 128, 128, 64) 36928 activation_116[0][0] __________________________________________________________________________________________________ add_57 (Add) (None, 128, 128, 64) 0 conv2d_116[0][0] add_56[0][0] __________________________________________________________________________________________________ batch_normalization_59 (BatchNo (None, 128, 128, 64) 256 add_57[0][0] __________________________________________________________________________________________________ activation_117 (Activation) (None, 128, 128, 64) 0 batch_normalization_59[0][0] __________________________________________________________________________________________________ conv2d_117 (Conv2D) (None, 128, 128, 64) 36928 activation_117[0][0] __________________________________________________________________________________________________ dropout_58 (Dropout) (None, 128, 128, 64) 0 conv2d_117[0][0] __________________________________________________________________________________________________ activation_118 (Activation) (None, 128, 128, 64) 0 dropout_58[0][0] __________________________________________________________________________________________________ conv2d_118 (Conv2D) (None, 128, 128, 64) 36928 activation_118[0][0] __________________________________________________________________________________________________ add_58 (Add) (None, 128, 128, 64) 0 conv2d_118[0][0] add_57[0][0] __________________________________________________________________________________________________ batch_normalization_60 (BatchNo (None, 128, 128, 64) 256 add_58[0][0] __________________________________________________________________________________________________ activation_119 (Activation) (None, 128, 128, 64) 0 batch_normalization_60[0][0] __________________________________________________________________________________________________ conv2d_119 (Conv2D) (None, 128, 128, 64) 36928 activation_119[0][0] __________________________________________________________________________________________________ dropout_59 (Dropout) (None, 128, 128, 64) 0 conv2d_119[0][0] __________________________________________________________________________________________________ activation_120 (Activation) (None, 128, 128, 64) 0 dropout_59[0][0] __________________________________________________________________________________________________ conv2d_120 (Conv2D) (None, 128, 128, 64) 36928 activation_120[0][0] __________________________________________________________________________________________________ add_59 (Add) (None, 128, 128, 64) 0 conv2d_120[0][0] add_58[0][0] __________________________________________________________________________________________________ batch_normalization_61 (BatchNo (None, 128, 128, 64) 256 add_59[0][0] __________________________________________________________________________________________________ activation_121 (Activation) (None, 128, 128, 64) 0 batch_normalization_61[0][0] __________________________________________________________________________________________________ conv2d_121 (Conv2D) (None, 128, 128, 64) 36928 activation_121[0][0] __________________________________________________________________________________________________ dropout_60 (Dropout) (None, 128, 128, 64) 0 conv2d_121[0][0] __________________________________________________________________________________________________ activation_122 (Activation) (None, 128, 128, 64) 0 dropout_60[0][0] __________________________________________________________________________________________________ conv2d_122 (Conv2D) (None, 128, 128, 64) 36928 activation_122[0][0] __________________________________________________________________________________________________ add_60 (Add) (None, 128, 128, 64) 0 conv2d_122[0][0] add_59[0][0] __________________________________________________________________________________________________ batch_normalization_62 (BatchNo (None, 128, 128, 64) 256 add_60[0][0] __________________________________________________________________________________________________ activation_123 (Activation) (None, 128, 128, 64) 0 batch_normalization_62[0][0] __________________________________________________________________________________________________ conv2d_123 (Conv2D) (None, 128, 128, 64) 36928 activation_123[0][0] __________________________________________________________________________________________________ dropout_61 (Dropout) (None, 128, 128, 64) 0 conv2d_123[0][0] __________________________________________________________________________________________________ activation_124 (Activation) (None, 128, 128, 64) 0 dropout_61[0][0] __________________________________________________________________________________________________ conv2d_124 (Conv2D) (None, 128, 128, 64) 36928 activation_124[0][0] __________________________________________________________________________________________________ add_61 (Add) (None, 128, 128, 64) 0 conv2d_124[0][0] add_60[0][0] __________________________________________________________________________________________________ batch_normalization_63 (BatchNo (None, 128, 128, 64) 256 add_61[0][0] __________________________________________________________________________________________________ activation_125 (Activation) (None, 128, 128, 64) 0 batch_normalization_63[0][0] __________________________________________________________________________________________________ conv2d_125 (Conv2D) (None, 128, 128, 64) 36928 activation_125[0][0] __________________________________________________________________________________________________ dropout_62 (Dropout) (None, 128, 128, 64) 0 conv2d_125[0][0] __________________________________________________________________________________________________ activation_126 (Activation) (None, 128, 128, 64) 0 dropout_62[0][0] __________________________________________________________________________________________________ conv2d_126 (Conv2D) (None, 128, 128, 64) 36928 activation_126[0][0] __________________________________________________________________________________________________ add_62 (Add) (None, 128, 128, 64) 0 conv2d_126[0][0] add_61[0][0] __________________________________________________________________________________________________ batch_normalization_64 (BatchNo (None, 128, 128, 64) 256 add_62[0][0] __________________________________________________________________________________________________ activation_127 (Activation) (None, 128, 128, 64) 0 batch_normalization_64[0][0] __________________________________________________________________________________________________ conv2d_127 (Conv2D) (None, 128, 128, 64) 36928 activation_127[0][0] __________________________________________________________________________________________________ dropout_63 (Dropout) (None, 128, 128, 64) 0 conv2d_127[0][0] __________________________________________________________________________________________________ activation_128 (Activation) (None, 128, 128, 64) 0 dropout_63[0][0] __________________________________________________________________________________________________ conv2d_128 (Conv2D) (None, 128, 128, 64) 36928 activation_128[0][0] __________________________________________________________________________________________________ add_63 (Add) (None, 128, 128, 64) 0 conv2d_128[0][0] add_62[0][0] __________________________________________________________________________________________________ batch_normalization_65 (BatchNo (None, 128, 128, 64) 256 add_63[0][0] __________________________________________________________________________________________________ activation_129 (Activation) (None, 128, 128, 64) 0 batch_normalization_65[0][0] __________________________________________________________________________________________________ conv2d_129 (Conv2D) (None, 128, 128, 64) 36928 activation_129[0][0] __________________________________________________________________________________________________ dropout_64 (Dropout) (None, 128, 128, 64) 0 conv2d_129[0][0] __________________________________________________________________________________________________ activation_130 (Activation) (None, 128, 128, 64) 0 dropout_64[0][0] __________________________________________________________________________________________________ conv2d_130 (Conv2D) (None, 128, 128, 64) 36928 activation_130[0][0] __________________________________________________________________________________________________ add_64 (Add) (None, 128, 128, 64) 0 conv2d_130[0][0] add_63[0][0] __________________________________________________________________________________________________ batch_normalization_66 (BatchNo (None, 128, 128, 64) 256 add_64[0][0] __________________________________________________________________________________________________ activation_131 (Activation) (None, 128, 128, 64) 0 batch_normalization_66[0][0] __________________________________________________________________________________________________ conv2d_131 (Conv2D) (None, 128, 128, 64) 36928 activation_131[0][0] __________________________________________________________________________________________________ dropout_65 (Dropout) (None, 128, 128, 64) 0 conv2d_131[0][0] __________________________________________________________________________________________________ activation_132 (Activation) (None, 128, 128, 64) 0 dropout_65[0][0] __________________________________________________________________________________________________ conv2d_132 (Conv2D) (None, 128, 128, 64) 36928 activation_132[0][0] __________________________________________________________________________________________________ add_65 (Add) (None, 128, 128, 64) 0 conv2d_132[0][0] add_64[0][0] __________________________________________________________________________________________________ batch_normalization_67 (BatchNo (None, 128, 128, 64) 256 add_65[0][0] __________________________________________________________________________________________________ activation_133 (Activation) (None, 128, 128, 64) 0 batch_normalization_67[0][0] __________________________________________________________________________________________________ conv2d_133 (Conv2D) (None, 128, 128, 64) 36928 activation_133[0][0] __________________________________________________________________________________________________ dropout_66 (Dropout) (None, 128, 128, 64) 0 conv2d_133[0][0] __________________________________________________________________________________________________ activation_134 (Activation) (None, 128, 128, 64) 0 dropout_66[0][0] __________________________________________________________________________________________________ conv2d_134 (Conv2D) (None, 128, 128, 64) 36928 activation_134[0][0] __________________________________________________________________________________________________ add_66 (Add) (None, 128, 128, 64) 0 conv2d_134[0][0] add_65[0][0] __________________________________________________________________________________________________ batch_normalization_68 (BatchNo (None, 128, 128, 64) 256 add_66[0][0] __________________________________________________________________________________________________ activation_135 (Activation) (None, 128, 128, 64) 0 batch_normalization_68[0][0] __________________________________________________________________________________________________ conv2d_135 (Conv2D) (None, 128, 128, 64) 36928 activation_135[0][0] __________________________________________________________________________________________________ dropout_67 (Dropout) (None, 128, 128, 64) 0 conv2d_135[0][0] __________________________________________________________________________________________________ activation_136 (Activation) (None, 128, 128, 64) 0 dropout_67[0][0] __________________________________________________________________________________________________ conv2d_136 (Conv2D) (None, 128, 128, 64) 36928 activation_136[0][0] __________________________________________________________________________________________________ add_67 (Add) (None, 128, 128, 64) 0 conv2d_136[0][0] add_66[0][0] __________________________________________________________________________________________________ batch_normalization_69 (BatchNo (None, 128, 128, 64) 256 add_67[0][0] __________________________________________________________________________________________________ activation_137 (Activation) (None, 128, 128, 64) 0 batch_normalization_69[0][0] __________________________________________________________________________________________________ conv2d_137 (Conv2D) (None, 128, 128, 64) 36928 activation_137[0][0] __________________________________________________________________________________________________ dropout_68 (Dropout) (None, 128, 128, 64) 0 conv2d_137[0][0] __________________________________________________________________________________________________ activation_138 (Activation) (None, 128, 128, 64) 0 dropout_68[0][0] __________________________________________________________________________________________________ conv2d_138 (Conv2D) (None, 128, 128, 64) 36928 activation_138[0][0] __________________________________________________________________________________________________ add_68 (Add) (None, 128, 128, 64) 0 conv2d_138[0][0] add_67[0][0] __________________________________________________________________________________________________ batch_normalization_70 (BatchNo (None, 128, 128, 64) 256 add_68[0][0] __________________________________________________________________________________________________ activation_139 (Activation) (None, 128, 128, 64) 0 batch_normalization_70[0][0] __________________________________________________________________________________________________ conv2d_139 (Conv2D) (None, 128, 128, 64) 36928 activation_139[0][0] __________________________________________________________________________________________________ dropout_69 (Dropout) (None, 128, 128, 64) 0 conv2d_139[0][0] __________________________________________________________________________________________________ activation_140 (Activation) (None, 128, 128, 64) 0 dropout_69[0][0] __________________________________________________________________________________________________ conv2d_140 (Conv2D) (None, 128, 128, 64) 36928 activation_140[0][0] __________________________________________________________________________________________________ add_69 (Add) (None, 128, 128, 64) 0 conv2d_140[0][0] add_68[0][0] __________________________________________________________________________________________________ batch_normalization_71 (BatchNo (None, 128, 128, 64) 256 add_69[0][0] __________________________________________________________________________________________________ activation_141 (Activation) (None, 128, 128, 64) 0 batch_normalization_71[0][0] __________________________________________________________________________________________________ conv2d_141 (Conv2D) (None, 128, 128, 64) 36928 activation_141[0][0] __________________________________________________________________________________________________ dropout_70 (Dropout) (None, 128, 128, 64) 0 conv2d_141[0][0] __________________________________________________________________________________________________ activation_142 (Activation) (None, 128, 128, 64) 0 dropout_70[0][0] __________________________________________________________________________________________________ conv2d_142 (Conv2D) (None, 128, 128, 64) 36928 activation_142[0][0] __________________________________________________________________________________________________ add_70 (Add) (None, 128, 128, 64) 0 conv2d_142[0][0] add_69[0][0] __________________________________________________________________________________________________ batch_normalization_72 (BatchNo (None, 128, 128, 64) 256 add_70[0][0] __________________________________________________________________________________________________ activation_143 (Activation) (None, 128, 128, 64) 0 batch_normalization_72[0][0] __________________________________________________________________________________________________ conv2d_143 (Conv2D) (None, 128, 128, 64) 36928 activation_143[0][0] __________________________________________________________________________________________________ dropout_71 (Dropout) (None, 128, 128, 64) 0 conv2d_143[0][0] __________________________________________________________________________________________________ activation_144 (Activation) (None, 128, 128, 64) 0 dropout_71[0][0] __________________________________________________________________________________________________ conv2d_144 (Conv2D) (None, 128, 128, 64) 36928 activation_144[0][0] __________________________________________________________________________________________________ add_71 (Add) (None, 128, 128, 64) 0 conv2d_144[0][0] add_70[0][0] __________________________________________________________________________________________________ batch_normalization_73 (BatchNo (None, 128, 128, 64) 256 add_71[0][0] __________________________________________________________________________________________________ activation_145 (Activation) (None, 128, 128, 64) 0 batch_normalization_73[0][0] __________________________________________________________________________________________________ conv2d_145 (Conv2D) (None, 128, 128, 64) 36928 activation_145[0][0] __________________________________________________________________________________________________ dropout_72 (Dropout) (None, 128, 128, 64) 0 conv2d_145[0][0] __________________________________________________________________________________________________ activation_146 (Activation) (None, 128, 128, 64) 0 dropout_72[0][0] __________________________________________________________________________________________________ conv2d_146 (Conv2D) (None, 128, 128, 64) 36928 activation_146[0][0] __________________________________________________________________________________________________ add_72 (Add) (None, 128, 128, 64) 0 conv2d_146[0][0] add_71[0][0] __________________________________________________________________________________________________ batch_normalization_74 (BatchNo (None, 128, 128, 64) 256 add_72[0][0] __________________________________________________________________________________________________ activation_147 (Activation) (None, 128, 128, 64) 0 batch_normalization_74[0][0] __________________________________________________________________________________________________ conv2d_147 (Conv2D) (None, 128, 128, 64) 36928 activation_147[0][0] __________________________________________________________________________________________________ dropout_73 (Dropout) (None, 128, 128, 64) 0 conv2d_147[0][0] __________________________________________________________________________________________________ activation_148 (Activation) (None, 128, 128, 64) 0 dropout_73[0][0] __________________________________________________________________________________________________ conv2d_148 (Conv2D) (None, 128, 128, 64) 36928 activation_148[0][0] __________________________________________________________________________________________________ add_73 (Add) (None, 128, 128, 64) 0 conv2d_148[0][0] add_72[0][0] __________________________________________________________________________________________________ batch_normalization_75 (BatchNo (None, 128, 128, 64) 256 add_73[0][0] __________________________________________________________________________________________________ activation_149 (Activation) (None, 128, 128, 64) 0 batch_normalization_75[0][0] __________________________________________________________________________________________________ conv2d_149 (Conv2D) (None, 128, 128, 64) 36928 activation_149[0][0] __________________________________________________________________________________________________ dropout_74 (Dropout) (None, 128, 128, 64) 0 conv2d_149[0][0] __________________________________________________________________________________________________ activation_150 (Activation) (None, 128, 128, 64) 0 dropout_74[0][0] __________________________________________________________________________________________________ conv2d_150 (Conv2D) (None, 128, 128, 64) 36928 activation_150[0][0] __________________________________________________________________________________________________ add_74 (Add) (None, 128, 128, 64) 0 conv2d_150[0][0] add_73[0][0] __________________________________________________________________________________________________ batch_normalization_76 (BatchNo (None, 128, 128, 64) 256 add_74[0][0] __________________________________________________________________________________________________ activation_151 (Activation) (None, 128, 128, 64) 0 batch_normalization_76[0][0] __________________________________________________________________________________________________ conv2d_151 (Conv2D) (None, 128, 128, 64) 36928 activation_151[0][0] __________________________________________________________________________________________________ dropout_75 (Dropout) (None, 128, 128, 64) 0 conv2d_151[0][0] __________________________________________________________________________________________________ activation_152 (Activation) (None, 128, 128, 64) 0 dropout_75[0][0] __________________________________________________________________________________________________ conv2d_152 (Conv2D) (None, 128, 128, 64) 36928 activation_152[0][0] __________________________________________________________________________________________________ add_75 (Add) (None, 128, 128, 64) 0 conv2d_152[0][0] add_74[0][0] __________________________________________________________________________________________________ batch_normalization_77 (BatchNo (None, 128, 128, 64) 256 add_75[0][0] __________________________________________________________________________________________________ activation_153 (Activation) (None, 128, 128, 64) 0 batch_normalization_77[0][0] __________________________________________________________________________________________________ conv2d_153 (Conv2D) (None, 128, 128, 64) 36928 activation_153[0][0] __________________________________________________________________________________________________ dropout_76 (Dropout) (None, 128, 128, 64) 0 conv2d_153[0][0] __________________________________________________________________________________________________ activation_154 (Activation) (None, 128, 128, 64) 0 dropout_76[0][0] __________________________________________________________________________________________________ conv2d_154 (Conv2D) (None, 128, 128, 64) 36928 activation_154[0][0] __________________________________________________________________________________________________ add_76 (Add) (None, 128, 128, 64) 0 conv2d_154[0][0] add_75[0][0] __________________________________________________________________________________________________ batch_normalization_78 (BatchNo (None, 128, 128, 64) 256 add_76[0][0] __________________________________________________________________________________________________ activation_155 (Activation) (None, 128, 128, 64) 0 batch_normalization_78[0][0] __________________________________________________________________________________________________ conv2d_155 (Conv2D) (None, 128, 128, 64) 36928 activation_155[0][0] __________________________________________________________________________________________________ dropout_77 (Dropout) (None, 128, 128, 64) 0 conv2d_155[0][0] __________________________________________________________________________________________________ activation_156 (Activation) (None, 128, 128, 64) 0 dropout_77[0][0] __________________________________________________________________________________________________ conv2d_156 (Conv2D) (None, 128, 128, 64) 36928 activation_156[0][0] __________________________________________________________________________________________________ add_77 (Add) (None, 128, 128, 64) 0 conv2d_156[0][0] add_76[0][0] __________________________________________________________________________________________________ batch_normalization_79 (BatchNo (None, 128, 128, 64) 256 add_77[0][0] __________________________________________________________________________________________________ activation_157 (Activation) (None, 128, 128, 64) 0 batch_normalization_79[0][0] __________________________________________________________________________________________________ conv2d_157 (Conv2D) (None, 128, 128, 64) 36928 activation_157[0][0] __________________________________________________________________________________________________ dropout_78 (Dropout) (None, 128, 128, 64) 0 conv2d_157[0][0] __________________________________________________________________________________________________ activation_158 (Activation) (None, 128, 128, 64) 0 dropout_78[0][0] __________________________________________________________________________________________________ conv2d_158 (Conv2D) (None, 128, 128, 64) 36928 activation_158[0][0] __________________________________________________________________________________________________ add_78 (Add) (None, 128, 128, 64) 0 conv2d_158[0][0] add_77[0][0] __________________________________________________________________________________________________ batch_normalization_80 (BatchNo (None, 128, 128, 64) 256 add_78[0][0] __________________________________________________________________________________________________ activation_159 (Activation) (None, 128, 128, 64) 0 batch_normalization_80[0][0] __________________________________________________________________________________________________ conv2d_159 (Conv2D) (None, 128, 128, 64) 36928 activation_159[0][0] __________________________________________________________________________________________________ dropout_79 (Dropout) (None, 128, 128, 64) 0 conv2d_159[0][0] __________________________________________________________________________________________________ activation_160 (Activation) (None, 128, 128, 64) 0 dropout_79[0][0] __________________________________________________________________________________________________ conv2d_160 (Conv2D) (None, 128, 128, 64) 36928 activation_160[0][0] __________________________________________________________________________________________________ add_79 (Add) (None, 128, 128, 64) 0 conv2d_160[0][0] add_78[0][0] __________________________________________________________________________________________________ batch_normalization_81 (BatchNo (None, 128, 128, 64) 256 add_79[0][0] __________________________________________________________________________________________________ activation_161 (Activation) (None, 128, 128, 64) 0 batch_normalization_81[0][0] __________________________________________________________________________________________________ conv2d_161 (Conv2D) (None, 128, 128, 64) 36928 activation_161[0][0] __________________________________________________________________________________________________ dropout_80 (Dropout) (None, 128, 128, 64) 0 conv2d_161[0][0] __________________________________________________________________________________________________ activation_162 (Activation) (None, 128, 128, 64) 0 dropout_80[0][0] __________________________________________________________________________________________________ conv2d_162 (Conv2D) (None, 128, 128, 64) 36928 activation_162[0][0] __________________________________________________________________________________________________ add_80 (Add) (None, 128, 128, 64) 0 conv2d_162[0][0] add_79[0][0] __________________________________________________________________________________________________ batch_normalization_82 (BatchNo (None, 128, 128, 64) 256 add_80[0][0] __________________________________________________________________________________________________ activation_163 (Activation) (None, 128, 128, 64) 0 batch_normalization_82[0][0] __________________________________________________________________________________________________ conv2d_163 (Conv2D) (None, 128, 128, 64) 36928 activation_163[0][0] __________________________________________________________________________________________________ dropout_81 (Dropout) (None, 128, 128, 64) 0 conv2d_163[0][0] __________________________________________________________________________________________________ activation_164 (Activation) (None, 128, 128, 64) 0 dropout_81[0][0] __________________________________________________________________________________________________ conv2d_164 (Conv2D) (None, 128, 128, 64) 36928 activation_164[0][0] __________________________________________________________________________________________________ add_81 (Add) (None, 128, 128, 64) 0 conv2d_164[0][0] add_80[0][0] __________________________________________________________________________________________________ batch_normalization_83 (BatchNo (None, 128, 128, 64) 256 add_81[0][0] __________________________________________________________________________________________________ activation_165 (Activation) (None, 128, 128, 64) 0 batch_normalization_83[0][0] __________________________________________________________________________________________________ conv2d_165 (Conv2D) (None, 128, 128, 64) 36928 activation_165[0][0] __________________________________________________________________________________________________ dropout_82 (Dropout) (None, 128, 128, 64) 0 conv2d_165[0][0] __________________________________________________________________________________________________ activation_166 (Activation) (None, 128, 128, 64) 0 dropout_82[0][0] __________________________________________________________________________________________________ conv2d_166 (Conv2D) (None, 128, 128, 64) 36928 activation_166[0][0] __________________________________________________________________________________________________ add_82 (Add) (None, 128, 128, 64) 0 conv2d_166[0][0] add_81[0][0] __________________________________________________________________________________________________ batch_normalization_84 (BatchNo (None, 128, 128, 64) 256 add_82[0][0] __________________________________________________________________________________________________ activation_167 (Activation) (None, 128, 128, 64) 0 batch_normalization_84[0][0] __________________________________________________________________________________________________ conv2d_167 (Conv2D) (None, 128, 128, 64) 36928 activation_167[0][0] __________________________________________________________________________________________________ dropout_83 (Dropout) (None, 128, 128, 64) 0 conv2d_167[0][0] __________________________________________________________________________________________________ activation_168 (Activation) (None, 128, 128, 64) 0 dropout_83[0][0] __________________________________________________________________________________________________ conv2d_168 (Conv2D) (None, 128, 128, 64) 36928 activation_168[0][0] __________________________________________________________________________________________________ add_83 (Add) (None, 128, 128, 64) 0 conv2d_168[0][0] add_82[0][0] __________________________________________________________________________________________________ batch_normalization_85 (BatchNo (None, 128, 128, 64) 256 add_83[0][0] __________________________________________________________________________________________________ activation_169 (Activation) (None, 128, 128, 64) 0 batch_normalization_85[0][0] __________________________________________________________________________________________________ conv2d_169 (Conv2D) (None, 128, 128, 64) 36928 activation_169[0][0] __________________________________________________________________________________________________ dropout_84 (Dropout) (None, 128, 128, 64) 0 conv2d_169[0][0] __________________________________________________________________________________________________ activation_170 (Activation) (None, 128, 128, 64) 0 dropout_84[0][0] __________________________________________________________________________________________________ conv2d_170 (Conv2D) (None, 128, 128, 64) 36928 activation_170[0][0] __________________________________________________________________________________________________ add_84 (Add) (None, 128, 128, 64) 0 conv2d_170[0][0] add_83[0][0] __________________________________________________________________________________________________ batch_normalization_86 (BatchNo (None, 128, 128, 64) 256 add_84[0][0] __________________________________________________________________________________________________ activation_171 (Activation) (None, 128, 128, 64) 0 batch_normalization_86[0][0] __________________________________________________________________________________________________ conv2d_171 (Conv2D) (None, 128, 128, 64) 36928 activation_171[0][0] __________________________________________________________________________________________________ dropout_85 (Dropout) (None, 128, 128, 64) 0 conv2d_171[0][0] __________________________________________________________________________________________________ activation_172 (Activation) (None, 128, 128, 64) 0 dropout_85[0][0] __________________________________________________________________________________________________ conv2d_172 (Conv2D) (None, 128, 128, 64) 36928 activation_172[0][0] __________________________________________________________________________________________________ add_85 (Add) (None, 128, 128, 64) 0 conv2d_172[0][0] add_84[0][0] __________________________________________________________________________________________________ batch_normalization_87 (BatchNo (None, 128, 128, 64) 256 add_85[0][0] __________________________________________________________________________________________________ activation_173 (Activation) (None, 128, 128, 64) 0 batch_normalization_87[0][0] __________________________________________________________________________________________________ conv2d_173 (Conv2D) (None, 128, 128, 64) 36928 activation_173[0][0] __________________________________________________________________________________________________ dropout_86 (Dropout) (None, 128, 128, 64) 0 conv2d_173[0][0] __________________________________________________________________________________________________ activation_174 (Activation) (None, 128, 128, 64) 0 dropout_86[0][0] __________________________________________________________________________________________________ conv2d_174 (Conv2D) (None, 128, 128, 64) 36928 activation_174[0][0] __________________________________________________________________________________________________ add_86 (Add) (None, 128, 128, 64) 0 conv2d_174[0][0] add_85[0][0] __________________________________________________________________________________________________ batch_normalization_88 (BatchNo (None, 128, 128, 64) 256 add_86[0][0] __________________________________________________________________________________________________ activation_175 (Activation) (None, 128, 128, 64) 0 batch_normalization_88[0][0] __________________________________________________________________________________________________ conv2d_175 (Conv2D) (None, 128, 128, 64) 36928 activation_175[0][0] __________________________________________________________________________________________________ dropout_87 (Dropout) (None, 128, 128, 64) 0 conv2d_175[0][0] __________________________________________________________________________________________________ activation_176 (Activation) (None, 128, 128, 64) 0 dropout_87[0][0] __________________________________________________________________________________________________ conv2d_176 (Conv2D) (None, 128, 128, 64) 36928 activation_176[0][0] __________________________________________________________________________________________________ add_87 (Add) (None, 128, 128, 64) 0 conv2d_176[0][0] add_86[0][0] __________________________________________________________________________________________________ batch_normalization_89 (BatchNo (None, 128, 128, 64) 256 add_87[0][0] __________________________________________________________________________________________________ activation_177 (Activation) (None, 128, 128, 64) 0 batch_normalization_89[0][0] __________________________________________________________________________________________________ conv2d_177 (Conv2D) (None, 128, 128, 64) 36928 activation_177[0][0] __________________________________________________________________________________________________ dropout_88 (Dropout) (None, 128, 128, 64) 0 conv2d_177[0][0] __________________________________________________________________________________________________ activation_178 (Activation) (None, 128, 128, 64) 0 dropout_88[0][0] __________________________________________________________________________________________________ conv2d_178 (Conv2D) (None, 128, 128, 64) 36928 activation_178[0][0] __________________________________________________________________________________________________ add_88 (Add) (None, 128, 128, 64) 0 conv2d_178[0][0] add_87[0][0] __________________________________________________________________________________________________ batch_normalization_90 (BatchNo (None, 128, 128, 64) 256 add_88[0][0] __________________________________________________________________________________________________ activation_179 (Activation) (None, 128, 128, 64) 0 batch_normalization_90[0][0] __________________________________________________________________________________________________ conv2d_179 (Conv2D) (None, 128, 128, 64) 36928 activation_179[0][0] __________________________________________________________________________________________________ dropout_89 (Dropout) (None, 128, 128, 64) 0 conv2d_179[0][0] __________________________________________________________________________________________________ activation_180 (Activation) (None, 128, 128, 64) 0 dropout_89[0][0] __________________________________________________________________________________________________ conv2d_180 (Conv2D) (None, 128, 128, 64) 36928 activation_180[0][0] __________________________________________________________________________________________________ add_89 (Add) (None, 128, 128, 64) 0 conv2d_180[0][0] add_88[0][0] __________________________________________________________________________________________________ batch_normalization_91 (BatchNo (None, 128, 128, 64) 256 add_89[0][0] __________________________________________________________________________________________________ activation_181 (Activation) (None, 128, 128, 64) 0 batch_normalization_91[0][0] __________________________________________________________________________________________________ conv2d_181 (Conv2D) (None, 128, 128, 64) 36928 activation_181[0][0] __________________________________________________________________________________________________ dropout_90 (Dropout) (None, 128, 128, 64) 0 conv2d_181[0][0] __________________________________________________________________________________________________ activation_182 (Activation) (None, 128, 128, 64) 0 dropout_90[0][0] __________________________________________________________________________________________________ conv2d_182 (Conv2D) (None, 128, 128, 64) 36928 activation_182[0][0] __________________________________________________________________________________________________ add_90 (Add) (None, 128, 128, 64) 0 conv2d_182[0][0] add_89[0][0] __________________________________________________________________________________________________ batch_normalization_92 (BatchNo (None, 128, 128, 64) 256 add_90[0][0] __________________________________________________________________________________________________ activation_183 (Activation) (None, 128, 128, 64) 0 batch_normalization_92[0][0] __________________________________________________________________________________________________ conv2d_183 (Conv2D) (None, 128, 128, 64) 36928 activation_183[0][0] __________________________________________________________________________________________________ dropout_91 (Dropout) (None, 128, 128, 64) 0 conv2d_183[0][0] __________________________________________________________________________________________________ activation_184 (Activation) (None, 128, 128, 64) 0 dropout_91[0][0] __________________________________________________________________________________________________ conv2d_184 (Conv2D) (None, 128, 128, 64) 36928 activation_184[0][0] __________________________________________________________________________________________________ add_91 (Add) (None, 128, 128, 64) 0 conv2d_184[0][0] add_90[0][0] __________________________________________________________________________________________________ batch_normalization_93 (BatchNo (None, 128, 128, 64) 256 add_91[0][0] __________________________________________________________________________________________________ activation_185 (Activation) (None, 128, 128, 64) 0 batch_normalization_93[0][0] __________________________________________________________________________________________________ conv2d_185 (Conv2D) (None, 128, 128, 64) 36928 activation_185[0][0] __________________________________________________________________________________________________ dropout_92 (Dropout) (None, 128, 128, 64) 0 conv2d_185[0][0] __________________________________________________________________________________________________ activation_186 (Activation) (None, 128, 128, 64) 0 dropout_92[0][0] __________________________________________________________________________________________________ conv2d_186 (Conv2D) (None, 128, 128, 64) 36928 activation_186[0][0] __________________________________________________________________________________________________ add_92 (Add) (None, 128, 128, 64) 0 conv2d_186[0][0] add_91[0][0] __________________________________________________________________________________________________ batch_normalization_94 (BatchNo (None, 128, 128, 64) 256 add_92[0][0] __________________________________________________________________________________________________ activation_187 (Activation) (None, 128, 128, 64) 0 batch_normalization_94[0][0] __________________________________________________________________________________________________ conv2d_187 (Conv2D) (None, 128, 128, 64) 36928 activation_187[0][0] __________________________________________________________________________________________________ dropout_93 (Dropout) (None, 128, 128, 64) 0 conv2d_187[0][0] __________________________________________________________________________________________________ activation_188 (Activation) (None, 128, 128, 64) 0 dropout_93[0][0] __________________________________________________________________________________________________ conv2d_188 (Conv2D) (None, 128, 128, 64) 36928 activation_188[0][0] __________________________________________________________________________________________________ add_93 (Add) (None, 128, 128, 64) 0 conv2d_188[0][0] add_92[0][0] __________________________________________________________________________________________________ batch_normalization_95 (BatchNo (None, 128, 128, 64) 256 add_93[0][0] __________________________________________________________________________________________________ activation_189 (Activation) (None, 128, 128, 64) 0 batch_normalization_95[0][0] __________________________________________________________________________________________________ conv2d_189 (Conv2D) (None, 128, 128, 64) 36928 activation_189[0][0] __________________________________________________________________________________________________ dropout_94 (Dropout) (None, 128, 128, 64) 0 conv2d_189[0][0] __________________________________________________________________________________________________ activation_190 (Activation) (None, 128, 128, 64) 0 dropout_94[0][0] __________________________________________________________________________________________________ conv2d_190 (Conv2D) (None, 128, 128, 64) 36928 activation_190[0][0] __________________________________________________________________________________________________ add_94 (Add) (None, 128, 128, 64) 0 conv2d_190[0][0] add_93[0][0] __________________________________________________________________________________________________ batch_normalization_96 (BatchNo (None, 128, 128, 64) 256 add_94[0][0] __________________________________________________________________________________________________ activation_191 (Activation) (None, 128, 128, 64) 0 batch_normalization_96[0][0] __________________________________________________________________________________________________ conv2d_191 (Conv2D) (None, 128, 128, 64) 36928 activation_191[0][0] __________________________________________________________________________________________________ dropout_95 (Dropout) (None, 128, 128, 64) 0 conv2d_191[0][0] __________________________________________________________________________________________________ activation_192 (Activation) (None, 128, 128, 64) 0 dropout_95[0][0] __________________________________________________________________________________________________ conv2d_192 (Conv2D) (None, 128, 128, 64) 36928 activation_192[0][0] __________________________________________________________________________________________________ add_95 (Add) (None, 128, 128, 64) 0 conv2d_192[0][0] add_94[0][0] __________________________________________________________________________________________________ batch_normalization_97 (BatchNo (None, 128, 128, 64) 256 add_95[0][0] __________________________________________________________________________________________________ activation_193 (Activation) (None, 128, 128, 64) 0 batch_normalization_97[0][0] __________________________________________________________________________________________________ conv2d_193 (Conv2D) (None, 128, 128, 64) 36928 activation_193[0][0] __________________________________________________________________________________________________ dropout_96 (Dropout) (None, 128, 128, 64) 0 conv2d_193[0][0] __________________________________________________________________________________________________ activation_194 (Activation) (None, 128, 128, 64) 0 dropout_96[0][0] __________________________________________________________________________________________________ conv2d_194 (Conv2D) (None, 128, 128, 64) 36928 activation_194[0][0] __________________________________________________________________________________________________ add_96 (Add) (None, 128, 128, 64) 0 conv2d_194[0][0] add_95[0][0] __________________________________________________________________________________________________ batch_normalization_98 (BatchNo (None, 128, 128, 64) 256 add_96[0][0] __________________________________________________________________________________________________ activation_195 (Activation) (None, 128, 128, 64) 0 batch_normalization_98[0][0] __________________________________________________________________________________________________ conv2d_195 (Conv2D) (None, 128, 128, 64) 36928 activation_195[0][0] __________________________________________________________________________________________________ dropout_97 (Dropout) (None, 128, 128, 64) 0 conv2d_195[0][0] __________________________________________________________________________________________________ activation_196 (Activation) (None, 128, 128, 64) 0 dropout_97[0][0] __________________________________________________________________________________________________ conv2d_196 (Conv2D) (None, 128, 128, 64) 36928 activation_196[0][0] __________________________________________________________________________________________________ add_97 (Add) (None, 128, 128, 64) 0 conv2d_196[0][0] add_96[0][0] __________________________________________________________________________________________________ batch_normalization_99 (BatchNo (None, 128, 128, 64) 256 add_97[0][0] __________________________________________________________________________________________________ activation_197 (Activation) (None, 128, 128, 64) 0 batch_normalization_99[0][0] __________________________________________________________________________________________________ conv2d_197 (Conv2D) (None, 128, 128, 64) 36928 activation_197[0][0] __________________________________________________________________________________________________ dropout_98 (Dropout) (None, 128, 128, 64) 0 conv2d_197[0][0] __________________________________________________________________________________________________ activation_198 (Activation) (None, 128, 128, 64) 0 dropout_98[0][0] __________________________________________________________________________________________________ conv2d_198 (Conv2D) (None, 128, 128, 64) 36928 activation_198[0][0] __________________________________________________________________________________________________ add_98 (Add) (None, 128, 128, 64) 0 conv2d_198[0][0] add_97[0][0] __________________________________________________________________________________________________ batch_normalization_100 (BatchN (None, 128, 128, 64) 256 add_98[0][0] __________________________________________________________________________________________________ activation_199 (Activation) (None, 128, 128, 64) 0 batch_normalization_100[0][0] __________________________________________________________________________________________________ conv2d_199 (Conv2D) (None, 128, 128, 64) 36928 activation_199[0][0] __________________________________________________________________________________________________ dropout_99 (Dropout) (None, 128, 128, 64) 0 conv2d_199[0][0] __________________________________________________________________________________________________ activation_200 (Activation) (None, 128, 128, 64) 0 dropout_99[0][0] __________________________________________________________________________________________________ conv2d_200 (Conv2D) (None, 128, 128, 64) 36928 activation_200[0][0] __________________________________________________________________________________________________ add_99 (Add) (None, 128, 128, 64) 0 conv2d_200[0][0] add_98[0][0] __________________________________________________________________________________________________ batch_normalization_101 (BatchN (None, 128, 128, 64) 256 add_99[0][0] __________________________________________________________________________________________________ activation_201 (Activation) (None, 128, 128, 64) 0 batch_normalization_101[0][0] __________________________________________________________________________________________________ conv2d_201 (Conv2D) (None, 128, 128, 64) 36928 activation_201[0][0] __________________________________________________________________________________________________ dropout_100 (Dropout) (None, 128, 128, 64) 0 conv2d_201[0][0] __________________________________________________________________________________________________ activation_202 (Activation) (None, 128, 128, 64) 0 dropout_100[0][0] __________________________________________________________________________________________________ conv2d_202 (Conv2D) (None, 128, 128, 64) 36928 activation_202[0][0] __________________________________________________________________________________________________ add_100 (Add) (None, 128, 128, 64) 0 conv2d_202[0][0] add_99[0][0] __________________________________________________________________________________________________ batch_normalization_102 (BatchN (None, 128, 128, 64) 256 add_100[0][0] __________________________________________________________________________________________________ activation_203 (Activation) (None, 128, 128, 64) 0 batch_normalization_102[0][0] __________________________________________________________________________________________________ conv2d_203 (Conv2D) (None, 128, 128, 64) 36928 activation_203[0][0] __________________________________________________________________________________________________ dropout_101 (Dropout) (None, 128, 128, 64) 0 conv2d_203[0][0] __________________________________________________________________________________________________ activation_204 (Activation) (None, 128, 128, 64) 0 dropout_101[0][0] __________________________________________________________________________________________________ conv2d_204 (Conv2D) (None, 128, 128, 64) 36928 activation_204[0][0] __________________________________________________________________________________________________ add_101 (Add) (None, 128, 128, 64) 0 conv2d_204[0][0] add_100[0][0] __________________________________________________________________________________________________ batch_normalization_103 (BatchN (None, 128, 128, 64) 256 add_101[0][0] __________________________________________________________________________________________________ activation_205 (Activation) (None, 128, 128, 64) 0 batch_normalization_103[0][0] __________________________________________________________________________________________________ conv2d_205 (Conv2D) (None, 128, 128, 64) 36928 activation_205[0][0] __________________________________________________________________________________________________ dropout_102 (Dropout) (None, 128, 128, 64) 0 conv2d_205[0][0] __________________________________________________________________________________________________ activation_206 (Activation) (None, 128, 128, 64) 0 dropout_102[0][0] __________________________________________________________________________________________________ conv2d_206 (Conv2D) (None, 128, 128, 64) 36928 activation_206[0][0] __________________________________________________________________________________________________ add_102 (Add) (None, 128, 128, 64) 0 conv2d_206[0][0] add_101[0][0] __________________________________________________________________________________________________ batch_normalization_104 (BatchN (None, 128, 128, 64) 256 add_102[0][0] __________________________________________________________________________________________________ activation_207 (Activation) (None, 128, 128, 64) 0 batch_normalization_104[0][0] __________________________________________________________________________________________________ conv2d_207 (Conv2D) (None, 128, 128, 64) 36928 activation_207[0][0] __________________________________________________________________________________________________ dropout_103 (Dropout) (None, 128, 128, 64) 0 conv2d_207[0][0] __________________________________________________________________________________________________ activation_208 (Activation) (None, 128, 128, 64) 0 dropout_103[0][0] __________________________________________________________________________________________________ conv2d_208 (Conv2D) (None, 128, 128, 64) 36928 activation_208[0][0] __________________________________________________________________________________________________ add_103 (Add) (None, 128, 128, 64) 0 conv2d_208[0][0] add_102[0][0] __________________________________________________________________________________________________ batch_normalization_105 (BatchN (None, 128, 128, 64) 256 add_103[0][0] __________________________________________________________________________________________________ activation_209 (Activation) (None, 128, 128, 64) 0 batch_normalization_105[0][0] __________________________________________________________________________________________________ conv2d_209 (Conv2D) (None, 128, 128, 64) 36928 activation_209[0][0] __________________________________________________________________________________________________ dropout_104 (Dropout) (None, 128, 128, 64) 0 conv2d_209[0][0] __________________________________________________________________________________________________ activation_210 (Activation) (None, 128, 128, 64) 0 dropout_104[0][0] __________________________________________________________________________________________________ conv2d_210 (Conv2D) (None, 128, 128, 64) 36928 activation_210[0][0] __________________________________________________________________________________________________ add_104 (Add) (None, 128, 128, 64) 0 conv2d_210[0][0] add_103[0][0] __________________________________________________________________________________________________ batch_normalization_106 (BatchN (None, 128, 128, 64) 256 add_104[0][0] __________________________________________________________________________________________________ activation_211 (Activation) (None, 128, 128, 64) 0 batch_normalization_106[0][0] __________________________________________________________________________________________________ conv2d_211 (Conv2D) (None, 128, 128, 64) 36928 activation_211[0][0] __________________________________________________________________________________________________ dropout_105 (Dropout) (None, 128, 128, 64) 0 conv2d_211[0][0] __________________________________________________________________________________________________ activation_212 (Activation) (None, 128, 128, 64) 0 dropout_105[0][0] __________________________________________________________________________________________________ conv2d_212 (Conv2D) (None, 128, 128, 64) 36928 activation_212[0][0] __________________________________________________________________________________________________ add_105 (Add) (None, 128, 128, 64) 0 conv2d_212[0][0] add_104[0][0] __________________________________________________________________________________________________ batch_normalization_107 (BatchN (None, 128, 128, 64) 256 add_105[0][0] __________________________________________________________________________________________________ activation_213 (Activation) (None, 128, 128, 64) 0 batch_normalization_107[0][0] __________________________________________________________________________________________________ conv2d_213 (Conv2D) (None, 128, 128, 64) 36928 activation_213[0][0] __________________________________________________________________________________________________ dropout_106 (Dropout) (None, 128, 128, 64) 0 conv2d_213[0][0] __________________________________________________________________________________________________ activation_214 (Activation) (None, 128, 128, 64) 0 dropout_106[0][0] __________________________________________________________________________________________________ conv2d_214 (Conv2D) (None, 128, 128, 64) 36928 activation_214[0][0] __________________________________________________________________________________________________ add_106 (Add) (None, 128, 128, 64) 0 conv2d_214[0][0] add_105[0][0] __________________________________________________________________________________________________ batch_normalization_108 (BatchN (None, 128, 128, 64) 256 add_106[0][0] __________________________________________________________________________________________________ activation_215 (Activation) (None, 128, 128, 64) 0 batch_normalization_108[0][0] __________________________________________________________________________________________________ conv2d_215 (Conv2D) (None, 128, 128, 64) 36928 activation_215[0][0] __________________________________________________________________________________________________ dropout_107 (Dropout) (None, 128, 128, 64) 0 conv2d_215[0][0] __________________________________________________________________________________________________ activation_216 (Activation) (None, 128, 128, 64) 0 dropout_107[0][0] __________________________________________________________________________________________________ conv2d_216 (Conv2D) (None, 128, 128, 64) 36928 activation_216[0][0] __________________________________________________________________________________________________ add_107 (Add) (None, 128, 128, 64) 0 conv2d_216[0][0] add_106[0][0] __________________________________________________________________________________________________ batch_normalization_109 (BatchN (None, 128, 128, 64) 256 add_107[0][0] __________________________________________________________________________________________________ activation_217 (Activation) (None, 128, 128, 64) 0 batch_normalization_109[0][0] __________________________________________________________________________________________________ conv2d_217 (Conv2D) (None, 128, 128, 64) 36928 activation_217[0][0] __________________________________________________________________________________________________ dropout_108 (Dropout) (None, 128, 128, 64) 0 conv2d_217[0][0] __________________________________________________________________________________________________ activation_218 (Activation) (None, 128, 128, 64) 0 dropout_108[0][0] __________________________________________________________________________________________________ conv2d_218 (Conv2D) (None, 128, 128, 64) 36928 activation_218[0][0] __________________________________________________________________________________________________ add_108 (Add) (None, 128, 128, 64) 0 conv2d_218[0][0] add_107[0][0] __________________________________________________________________________________________________ batch_normalization_110 (BatchN (None, 128, 128, 64) 256 add_108[0][0] __________________________________________________________________________________________________ activation_219 (Activation) (None, 128, 128, 64) 0 batch_normalization_110[0][0] __________________________________________________________________________________________________ conv2d_219 (Conv2D) (None, 128, 128, 64) 36928 activation_219[0][0] __________________________________________________________________________________________________ dropout_109 (Dropout) (None, 128, 128, 64) 0 conv2d_219[0][0] __________________________________________________________________________________________________ activation_220 (Activation) (None, 128, 128, 64) 0 dropout_109[0][0] __________________________________________________________________________________________________ conv2d_220 (Conv2D) (None, 128, 128, 64) 36928 activation_220[0][0] __________________________________________________________________________________________________ add_109 (Add) (None, 128, 128, 64) 0 conv2d_220[0][0] add_108[0][0] __________________________________________________________________________________________________ batch_normalization_111 (BatchN (None, 128, 128, 64) 256 add_109[0][0] __________________________________________________________________________________________________ activation_221 (Activation) (None, 128, 128, 64) 0 batch_normalization_111[0][0] __________________________________________________________________________________________________ conv2d_221 (Conv2D) (None, 128, 128, 64) 36928 activation_221[0][0] __________________________________________________________________________________________________ dropout_110 (Dropout) (None, 128, 128, 64) 0 conv2d_221[0][0] __________________________________________________________________________________________________ activation_222 (Activation) (None, 128, 128, 64) 0 dropout_110[0][0] __________________________________________________________________________________________________ conv2d_222 (Conv2D) (None, 128, 128, 64) 36928 activation_222[0][0] __________________________________________________________________________________________________ add_110 (Add) (None, 128, 128, 64) 0 conv2d_222[0][0] add_109[0][0] __________________________________________________________________________________________________ batch_normalization_112 (BatchN (None, 128, 128, 64) 256 add_110[0][0] __________________________________________________________________________________________________ activation_223 (Activation) (None, 128, 128, 64) 0 batch_normalization_112[0][0] __________________________________________________________________________________________________ conv2d_223 (Conv2D) (None, 128, 128, 64) 36928 activation_223[0][0] __________________________________________________________________________________________________ dropout_111 (Dropout) (None, 128, 128, 64) 0 conv2d_223[0][0] __________________________________________________________________________________________________ activation_224 (Activation) (None, 128, 128, 64) 0 dropout_111[0][0] __________________________________________________________________________________________________ conv2d_224 (Conv2D) (None, 128, 128, 64) 36928 activation_224[0][0] __________________________________________________________________________________________________ add_111 (Add) (None, 128, 128, 64) 0 conv2d_224[0][0] add_110[0][0] __________________________________________________________________________________________________ batch_normalization_113 (BatchN (None, 128, 128, 64) 256 add_111[0][0] __________________________________________________________________________________________________ activation_225 (Activation) (None, 128, 128, 64) 0 batch_normalization_113[0][0] __________________________________________________________________________________________________ conv2d_225 (Conv2D) (None, 128, 128, 64) 36928 activation_225[0][0] __________________________________________________________________________________________________ dropout_112 (Dropout) (None, 128, 128, 64) 0 conv2d_225[0][0] __________________________________________________________________________________________________ activation_226 (Activation) (None, 128, 128, 64) 0 dropout_112[0][0] __________________________________________________________________________________________________ conv2d_226 (Conv2D) (None, 128, 128, 64) 36928 activation_226[0][0] __________________________________________________________________________________________________ add_112 (Add) (None, 128, 128, 64) 0 conv2d_226[0][0] add_111[0][0] __________________________________________________________________________________________________ batch_normalization_114 (BatchN (None, 128, 128, 64) 256 add_112[0][0] __________________________________________________________________________________________________ activation_227 (Activation) (None, 128, 128, 64) 0 batch_normalization_114[0][0] __________________________________________________________________________________________________ conv2d_227 (Conv2D) (None, 128, 128, 64) 36928 activation_227[0][0] __________________________________________________________________________________________________ dropout_113 (Dropout) (None, 128, 128, 64) 0 conv2d_227[0][0] __________________________________________________________________________________________________ activation_228 (Activation) (None, 128, 128, 64) 0 dropout_113[0][0] __________________________________________________________________________________________________ conv2d_228 (Conv2D) (None, 128, 128, 64) 36928 activation_228[0][0] __________________________________________________________________________________________________ add_113 (Add) (None, 128, 128, 64) 0 conv2d_228[0][0] add_112[0][0] __________________________________________________________________________________________________ batch_normalization_115 (BatchN (None, 128, 128, 64) 256 add_113[0][0] __________________________________________________________________________________________________ activation_229 (Activation) (None, 128, 128, 64) 0 batch_normalization_115[0][0] __________________________________________________________________________________________________ conv2d_229 (Conv2D) (None, 128, 128, 64) 36928 activation_229[0][0] __________________________________________________________________________________________________ dropout_114 (Dropout) (None, 128, 128, 64) 0 conv2d_229[0][0] __________________________________________________________________________________________________ activation_230 (Activation) (None, 128, 128, 64) 0 dropout_114[0][0] __________________________________________________________________________________________________ conv2d_230 (Conv2D) (None, 128, 128, 64) 36928 activation_230[0][0] __________________________________________________________________________________________________ add_114 (Add) (None, 128, 128, 64) 0 conv2d_230[0][0] add_113[0][0] __________________________________________________________________________________________________ batch_normalization_116 (BatchN (None, 128, 128, 64) 256 add_114[0][0] __________________________________________________________________________________________________ activation_231 (Activation) (None, 128, 128, 64) 0 batch_normalization_116[0][0] __________________________________________________________________________________________________ conv2d_231 (Conv2D) (None, 128, 128, 64) 36928 activation_231[0][0] __________________________________________________________________________________________________ dropout_115 (Dropout) (None, 128, 128, 64) 0 conv2d_231[0][0] __________________________________________________________________________________________________ activation_232 (Activation) (None, 128, 128, 64) 0 dropout_115[0][0] __________________________________________________________________________________________________ conv2d_232 (Conv2D) (None, 128, 128, 64) 36928 activation_232[0][0] __________________________________________________________________________________________________ add_115 (Add) (None, 128, 128, 64) 0 conv2d_232[0][0] add_114[0][0] __________________________________________________________________________________________________ batch_normalization_117 (BatchN (None, 128, 128, 64) 256 add_115[0][0] __________________________________________________________________________________________________ activation_233 (Activation) (None, 128, 128, 64) 0 batch_normalization_117[0][0] __________________________________________________________________________________________________ conv2d_233 (Conv2D) (None, 128, 128, 64) 36928 activation_233[0][0] __________________________________________________________________________________________________ dropout_116 (Dropout) (None, 128, 128, 64) 0 conv2d_233[0][0] __________________________________________________________________________________________________ activation_234 (Activation) (None, 128, 128, 64) 0 dropout_116[0][0] __________________________________________________________________________________________________ conv2d_234 (Conv2D) (None, 128, 128, 64) 36928 activation_234[0][0] __________________________________________________________________________________________________ add_116 (Add) (None, 128, 128, 64) 0 conv2d_234[0][0] add_115[0][0] __________________________________________________________________________________________________ batch_normalization_118 (BatchN (None, 128, 128, 64) 256 add_116[0][0] __________________________________________________________________________________________________ activation_235 (Activation) (None, 128, 128, 64) 0 batch_normalization_118[0][0] __________________________________________________________________________________________________ conv2d_235 (Conv2D) (None, 128, 128, 64) 36928 activation_235[0][0] __________________________________________________________________________________________________ dropout_117 (Dropout) (None, 128, 128, 64) 0 conv2d_235[0][0] __________________________________________________________________________________________________ activation_236 (Activation) (None, 128, 128, 64) 0 dropout_117[0][0] __________________________________________________________________________________________________ conv2d_236 (Conv2D) (None, 128, 128, 64) 36928 activation_236[0][0] __________________________________________________________________________________________________ add_117 (Add) (None, 128, 128, 64) 0 conv2d_236[0][0] add_116[0][0] __________________________________________________________________________________________________ batch_normalization_119 (BatchN (None, 128, 128, 64) 256 add_117[0][0] __________________________________________________________________________________________________ activation_237 (Activation) (None, 128, 128, 64) 0 batch_normalization_119[0][0] __________________________________________________________________________________________________ conv2d_237 (Conv2D) (None, 128, 128, 64) 36928 activation_237[0][0] __________________________________________________________________________________________________ dropout_118 (Dropout) (None, 128, 128, 64) 0 conv2d_237[0][0] __________________________________________________________________________________________________ activation_238 (Activation) (None, 128, 128, 64) 0 dropout_118[0][0] __________________________________________________________________________________________________ conv2d_238 (Conv2D) (None, 128, 128, 64) 36928 activation_238[0][0] __________________________________________________________________________________________________ add_118 (Add) (None, 128, 128, 64) 0 conv2d_238[0][0] add_117[0][0] __________________________________________________________________________________________________ batch_normalization_120 (BatchN (None, 128, 128, 64) 256 add_118[0][0] __________________________________________________________________________________________________ activation_239 (Activation) (None, 128, 128, 64) 0 batch_normalization_120[0][0] __________________________________________________________________________________________________ conv2d_239 (Conv2D) (None, 128, 128, 64) 36928 activation_239[0][0] __________________________________________________________________________________________________ dropout_119 (Dropout) (None, 128, 128, 64) 0 conv2d_239[0][0] __________________________________________________________________________________________________ activation_240 (Activation) (None, 128, 128, 64) 0 dropout_119[0][0] __________________________________________________________________________________________________ conv2d_240 (Conv2D) (None, 128, 128, 64) 36928 activation_240[0][0] __________________________________________________________________________________________________ add_119 (Add) (None, 128, 128, 64) 0 conv2d_240[0][0] add_118[0][0] __________________________________________________________________________________________________ batch_normalization_121 (BatchN (None, 128, 128, 64) 256 add_119[0][0] __________________________________________________________________________________________________ activation_241 (Activation) (None, 128, 128, 64) 0 batch_normalization_121[0][0] __________________________________________________________________________________________________ conv2d_241 (Conv2D) (None, 128, 128, 64) 36928 activation_241[0][0] __________________________________________________________________________________________________ dropout_120 (Dropout) (None, 128, 128, 64) 0 conv2d_241[0][0] __________________________________________________________________________________________________ activation_242 (Activation) (None, 128, 128, 64) 0 dropout_120[0][0] __________________________________________________________________________________________________ conv2d_242 (Conv2D) (None, 128, 128, 64) 36928 activation_242[0][0] __________________________________________________________________________________________________ add_120 (Add) (None, 128, 128, 64) 0 conv2d_242[0][0] add_119[0][0] __________________________________________________________________________________________________ batch_normalization_122 (BatchN (None, 128, 128, 64) 256 add_120[0][0] __________________________________________________________________________________________________ activation_243 (Activation) (None, 128, 128, 64) 0 batch_normalization_122[0][0] __________________________________________________________________________________________________ conv2d_243 (Conv2D) (None, 128, 128, 64) 36928 activation_243[0][0] __________________________________________________________________________________________________ dropout_121 (Dropout) (None, 128, 128, 64) 0 conv2d_243[0][0] __________________________________________________________________________________________________ activation_244 (Activation) (None, 128, 128, 64) 0 dropout_121[0][0] __________________________________________________________________________________________________ conv2d_244 (Conv2D) (None, 128, 128, 64) 36928 activation_244[0][0] __________________________________________________________________________________________________ add_121 (Add) (None, 128, 128, 64) 0 conv2d_244[0][0] add_120[0][0] __________________________________________________________________________________________________ batch_normalization_123 (BatchN (None, 128, 128, 64) 256 add_121[0][0] __________________________________________________________________________________________________ activation_245 (Activation) (None, 128, 128, 64) 0 batch_normalization_123[0][0] __________________________________________________________________________________________________ conv2d_245 (Conv2D) (None, 128, 128, 64) 36928 activation_245[0][0] __________________________________________________________________________________________________ dropout_122 (Dropout) (None, 128, 128, 64) 0 conv2d_245[0][0] __________________________________________________________________________________________________ activation_246 (Activation) (None, 128, 128, 64) 0 dropout_122[0][0] __________________________________________________________________________________________________ conv2d_246 (Conv2D) (None, 128, 128, 64) 36928 activation_246[0][0] __________________________________________________________________________________________________ add_122 (Add) (None, 128, 128, 64) 0 conv2d_246[0][0] add_121[0][0] __________________________________________________________________________________________________ batch_normalization_124 (BatchN (None, 128, 128, 64) 256 add_122[0][0] __________________________________________________________________________________________________ activation_247 (Activation) (None, 128, 128, 64) 0 batch_normalization_124[0][0] __________________________________________________________________________________________________ conv2d_247 (Conv2D) (None, 128, 128, 64) 36928 activation_247[0][0] __________________________________________________________________________________________________ dropout_123 (Dropout) (None, 128, 128, 64) 0 conv2d_247[0][0] __________________________________________________________________________________________________ activation_248 (Activation) (None, 128, 128, 64) 0 dropout_123[0][0] __________________________________________________________________________________________________ conv2d_248 (Conv2D) (None, 128, 128, 64) 36928 activation_248[0][0] __________________________________________________________________________________________________WARNING:tensorflow:From /home/badri/.local/lib/python3.6/site-packages/tensorflow_core/python/keras/optimizer_v2/optimizer_v2.py:468: BaseResourceVariable.constraint (from tensorflow.python.ops.resource_variable_ops) is deprecated and will be removed in a future version. Instructions for updating: Apply a constraint manually following the optimizer update step. 2020-04-20 06:48:13.276299: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudnn.so.7 add_123 (Add) (None, 128, 128, 64) 0 conv2d_248[0][0] add_122[0][0] __________________________________________________________________________________________________ batch_normalization_125 (BatchN (None, 128, 128, 64) 256 add_123[0][0] __________________________________________________________________________________________________ activation_249 (Activation) (None, 128, 128, 64) 0 batch_normalization_125[0][0] __________________________________________________________________________________________________ conv2d_249 (Conv2D) (None, 128, 128, 64) 36928 activation_249[0][0] __________________________________________________________________________________________________ dropout_124 (Dropout) (None, 128, 128, 64) 0 conv2d_249[0][0] __________________________________________________________________________________________________ activation_250 (Activation) (None, 128, 128, 64) 0 dropout_124[0][0] __________________________________________________________________________________________________ conv2d_250 (Conv2D) (None, 128, 128, 64) 36928 activation_250[0][0] __________________________________________________________________________________________________ add_124 (Add) (None, 128, 128, 64) 0 conv2d_250[0][0] add_123[0][0] __________________________________________________________________________________________________ batch_normalization_126 (BatchN (None, 128, 128, 64) 256 add_124[0][0] __________________________________________________________________________________________________ activation_251 (Activation) (None, 128, 128, 64) 0 batch_normalization_126[0][0] __________________________________________________________________________________________________ conv2d_251 (Conv2D) (None, 128, 128, 64) 36928 activation_251[0][0] __________________________________________________________________________________________________ dropout_125 (Dropout) (None, 128, 128, 64) 0 conv2d_251[0][0] __________________________________________________________________________________________________ activation_252 (Activation) (None, 128, 128, 64) 0 dropout_125[0][0] __________________________________________________________________________________________________ conv2d_252 (Conv2D) (None, 128, 128, 64) 36928 activation_252[0][0] __________________________________________________________________________________________________ add_125 (Add) (None, 128, 128, 64) 0 conv2d_252[0][0] add_124[0][0] __________________________________________________________________________________________________ batch_normalization_127 (BatchN (None, 128, 128, 64) 256 add_125[0][0] __________________________________________________________________________________________________ activation_253 (Activation) (None, 128, 128, 64) 0 batch_normalization_127[0][0] __________________________________________________________________________________________________ conv2d_253 (Conv2D) (None, 128, 128, 64) 36928 activation_253[0][0] __________________________________________________________________________________________________ dropout_126 (Dropout) (None, 128, 128, 64) 0 conv2d_253[0][0] __________________________________________________________________________________________________ activation_254 (Activation) (None, 128, 128, 64) 0 dropout_126[0][0] __________________________________________________________________________________________________ conv2d_254 (Conv2D) (None, 128, 128, 64) 36928 activation_254[0][0] __________________________________________________________________________________________________ add_126 (Add) (None, 128, 128, 64) 0 conv2d_254[0][0] add_125[0][0] __________________________________________________________________________________________________ batch_normalization_128 (BatchN (None, 128, 128, 64) 256 add_126[0][0] __________________________________________________________________________________________________ activation_255 (Activation) (None, 128, 128, 64) 0 batch_normalization_128[0][0] __________________________________________________________________________________________________ conv2d_255 (Conv2D) (None, 128, 128, 64) 36928 activation_255[0][0] __________________________________________________________________________________________________ dropout_127 (Dropout) (None, 128, 128, 64) 0 conv2d_255[0][0] __________________________________________________________________________________________________ activation_256 (Activation) (None, 128, 128, 64) 0 dropout_127[0][0] __________________________________________________________________________________________________ conv2d_256 (Conv2D) (None, 128, 128, 64) 36928 activation_256[0][0] __________________________________________________________________________________________________ add_127 (Add) (None, 128, 128, 64) 0 conv2d_256[0][0] add_126[0][0] __________________________________________________________________________________________________ batch_normalization_129 (BatchN (None, 128, 128, 64) 256 add_127[0][0] __________________________________________________________________________________________________ activation_257 (Activation) (None, 128, 128, 64) 0 batch_normalization_129[0][0] __________________________________________________________________________________________________ conv2d_257 (Conv2D) (None, 128, 128, 1) 577 activation_257[0][0] __________________________________________________________________________________________________ activation_258 (Activation) (None, 128, 128, 1) 0 conv2d_257[0][0] ================================================================================================== Total params: 9,491,109 Trainable params: 9,474,483 Non-trainable params: 16,626 __________________________________________________________________________________________________ None Train.. Epoch 1/64 1/1678 [..............................] - ETA: 293:24:11 - loss: 3.0139 - mae: 3.6284 2/1678 [..............................] - ETA: 146:45:10 - loss: 3.7295 - mae: 4.3789 3/1678 [..............................] - ETA: 97:52:05 - loss: 3.7975 - mae: 4.4544  4/1678 [..............................] - ETA: 73:25:29 - loss: 3.8045 - mae: 4.4562 5/1678 [..............................] - ETA: 58:45:33 - loss: 3.6272 - mae: 4.2834 6/1678 [..............................] - ETA: 48:58:54 - loss: 3.7135 - mae: 4.3727 7/1678 [..............................] - ETA: 41:59:52 - loss: 3.5425 - mae: 4.1699 8/1678 [..............................] - ETA: 36:45:35 - loss: 3.6398 - mae: 4.2710 9/1678 [..............................] - ETA: 32:41:07 - loss: 3.5883 - mae: 4.2177 10/1678 [..............................] - ETA: 29:25:35 - loss: 3.5496 - mae: 4.1769 11/1678 [..............................] - ETA: 26:45:35 - loss: 3.4222 - mae: 4.0433 12/1678 [..............................] - ETA: 24:32:14 - loss: 3.3668 - mae: 3.9863 13/1678 [..............................] - ETA: 22:39:24 - loss: 3.2755 - mae: 3.8927 14/1678 [..............................] - ETA: 21:02:41 - loss: 3.1435 - mae: 3.7542 15/1678 [..............................] - ETA: 19:38:51 - loss: 3.0152 - mae: 3.6201 16/1678 [..............................] - ETA: 18:25:32 - loss: 2.9352 - mae: 3.5379 17/1678 [..............................] - ETA: 17:20:51 - loss: 2.8918 - mae: 3.4925 18/1678 [..............................] - ETA: 16:23:20 - loss: 2.8397 - mae: 3.4384 19/1678 [..............................] - ETA: 15:31:52 - loss: 2.7620 - mae: 3.3569 20/1678 [..............................] - ETA: 14:45:32 - loss: 2.6910 - mae: 3.2868 21/1678 [..............................] - ETA: 14:03:36 - loss: 2.6856 - mae: 3.2823 22/1678 [..............................] - ETA: 13:25:30 - loss: 2.6528 - mae: 3.2486 23/1678 [..............................] - ETA: 12:50:42 - loss: 2.6633 - mae: 3.2608 24/1678 [..............................] - ETA: 12:18:49 - loss: 2.6316 - mae: 3.2275 25/1678 [..............................] - ETA: 11:49:28 - loss: 2.6153 - mae: 3.2100 26/1678 [..............................] - ETA: 11:22:22 - loss: 2.5892 - mae: 3.1825 27/1678 [..............................] - ETA: 10:57:17 - loss: 2.5626 - mae: 3.1557 28/1678 [..............................] - ETA: 10:34:00 - loss: 2.5457 - mae: 3.1385 29/1678 [..............................] - ETA: 10:12:19 - loss: 2.5339 - mae: 3.1263 30/1678 [..............................] - ETA: 9:52:05 - loss: 2.4897 - mae: 3.0803  31/1678 [..............................] - ETA: 9:33:09 - loss: 2.4815 - mae: 3.0722 32/1678 [..............................] - ETA: 9:15:24 - loss: 2.4533 - mae: 3.0435 33/1678 [..............................] - ETA: 8:58:43 - loss: 2.4422 - mae: 3.0326 34/1678 [..............................] - ETA: 8:43:01 - loss: 2.4521 - mae: 3.0449 35/1678 [..............................] - ETA: 8:28:13 - loss: 2.4444 - mae: 3.0374 36/1678 [..............................] - ETA: 8:14:14 - loss: 2.4225 - mae: 3.0141 37/1678 [..............................] - ETA: 8:01:01 - loss: 2.4014 - mae: 2.9918 38/1678 [..............................] - ETA: 7:48:29 - loss: 2.3742 - mae: 2.9648 39/1678 [..............................] - ETA: 7:36:36 - loss: 2.3536 - mae: 2.9436 40/1678 [..............................] - ETA: 7:25:18 - loss: 2.3406 - mae: 2.9295 41/1678 [..............................] - ETA: 7:14:33 - loss: 2.3149 - mae: 2.9039 42/1678 [..............................] - ETA: 7:04:20 - loss: 2.2841 - mae: 2.8692 43/1678 [..............................] - ETA: 6:54:35 - loss: 2.2661 - mae: 2.8485 44/1678 [..............................] - ETA: 6:45:17 - loss: 2.2516 - mae: 2.8339 45/1678 [..............................] - ETA: 6:36:23 - loss: 2.2535 - mae: 2.8357 46/1678 [..............................] - ETA: 6:27:53 - loss: 2.2492 - mae: 2.8305 47/1678 [..............................] - ETA: 6:19:44 - loss: 2.2398 - mae: 2.8201 48/1678 [..............................] - ETA: 6:11:55 - loss: 2.2296 - mae: 2.8090 49/1678 [..............................] - ETA: 6:04:25 - loss: 2.2110 - mae: 2.7883 50/1678 [..............................] - ETA: 5:57:14 - loss: 2.1954 - mae: 2.7731 51/1678 [..............................] - ETA: 5:50:20 - loss: 2.1743 - mae: 2.7504 52/1678 [..............................] - ETA: 5:43:41 - loss: 2.1628 - mae: 2.7374 53/1678 [..............................] - ETA: 5:37:17 - loss: 2.1481 - mae: 2.7225 54/1678 [..............................] - ETA: 5:31:08 - loss: 2.1335 - mae: 2.7072 55/1678 [..............................] - ETA: 5:25:12 - loss: 2.1198 - mae: 2.6939 56/1678 [>.............................] - ETA: 5:19:28 - loss: 2.1065 - mae: 2.6796 57/1678 [>.............................] - ETA: 5:13:57 - loss: 2.1070 - mae: 2.6804 58/1678 [>.............................] - ETA: 5:08:37 - loss: 2.0932 - mae: 2.6659 59/1678 [>.............................] - ETA: 5:03:28 - loss: 2.0832 - mae: 2.6558 60/1678 [>.............................] - ETA: 4:58:29 - loss: 2.0660 - mae: 2.6375 61/1678 [>.............................] - ETA: 4:53:40 - loss: 2.0562 - mae: 2.6270 62/1678 [>.............................] - ETA: 4:49:00 - loss: 2.0467 - mae: 2.6170 63/1678 [>.............................] - ETA: 4:44:29 - loss: 2.0338 - mae: 2.6043 64/1678 [>.............................] - ETA: 4:40:06 - loss: 2.0359 - mae: 2.6067 65/1678 [>.............................] - ETA: 4:35:52 - loss: 2.0333 - mae: 2.6039 66/1678 [>.............................] - ETA: 4:31:46 - loss: 2.0176 - mae: 2.5871 67/1678 [>.............................] - ETA: 4:27:46 - loss: 2.0149 - mae: 2.5848 68/1678 [>.............................] - ETA: 4:23:54 - loss: 2.0106 - mae: 2.5806 69/1678 [>.............................] - ETA: 4:20:08 - loss: 2.0065 - mae: 2.5760 70/1678 [>.............................] - ETA: 4:16:29 - loss: 1.9990 - mae: 2.5687 71/1678 [>.............................] - ETA: 4:12:56 - loss: 1.9876 - mae: 2.5560 72/1678 [>.............................] - ETA: 4:09:28 - loss: 1.9772 - mae: 2.5451 73/1678 [>.............................] - ETA: 4:06:07 - loss: 1.9755 - mae: 2.5432 74/1678 [>.............................] - ETA: 4:02:51 - loss: 1.9694 - mae: 2.5367 75/1678 [>.............................] - ETA: 3:59:40 - loss: 1.9650 - mae: 2.5327 76/1678 [>.............................] - ETA: 3:56:34 - loss: 1.9546 - mae: 2.5214 77/1678 [>.............................] - ETA: 3:53:33 - loss: 1.9536 - mae: 2.5200 78/1678 [>.............................] - ETA: 3:50:36 - loss: 1.9476 - mae: 2.5136 79/1678 [>.............................] - ETA: 3:47:45 - loss: 1.9393 - mae: 2.5056 80/1678 [>.............................] - ETA: 3:44:57 - loss: 1.9299 - mae: 2.4956 81/1678 [>.............................] - ETA: 3:42:13 - loss: 1.9247 - mae: 2.4898 82/1678 [>.............................] - ETA: 3:39:34 - loss: 1.9208 - mae: 2.4856 83/1678 [>.............................] - ETA: 3:36:58 - loss: 1.9204 - mae: 2.4857 84/1678 [>.............................] - ETA: 3:34:26 - loss: 1.9132 - mae: 2.4785 85/1678 [>.............................] - ETA: 3:31:58 - loss: 1.9109 - mae: 2.4762 86/1678 [>.............................] - ETA: 3:29:33 - loss: 1.9111 - mae: 2.4767 87/1678 [>.............................] - ETA: 3:27:11 - loss: 1.9087 - mae: 2.4741 88/1678 [>.............................] - ETA: 3:24:52 - loss: 1.9039 - mae: 2.4698 89/1678 [>.............................] - ETA: 3:22:37 - loss: 1.8951 - mae: 2.4604 90/1678 [>.............................] - ETA: 3:20:24 - loss: 1.8872 - mae: 2.4514 91/1678 [>.............................] - ETA: 3:18:15 - loss: 1.8863 - mae: 2.4507 92/1678 [>.............................] - ETA: 3:16:08 - loss: 1.8831 - mae: 2.4472 93/1678 [>.............................] - ETA: 3:14:04 - loss: 1.8794 - mae: 2.4431 94/1678 [>.............................] - ETA: 3:12:02 - loss: 1.8751 - mae: 2.4389 95/1678 [>.............................] - ETA: 3:10:04 - loss: 1.8686 - mae: 2.4320 96/1678 [>.............................] - ETA: 3:08:07 - loss: 1.8682 - mae: 2.4326 97/1678 [>.............................] - ETA: 3:06:13 - loss: 1.8677 - mae: 2.4319 98/1678 [>.............................] - ETA: 3:04:21 - loss: 1.8672 - mae: 2.4316 99/1678 [>.............................] - ETA: 3:02:32 - loss: 1.8639 - mae: 2.4283 100/1678 [>.............................] - ETA: 3:00:45 - loss: 1.8620 - mae: 2.4264 101/1678 [>.............................] - ETA: 2:59:00 - loss: 1.8558 - mae: 2.4201 102/1678 [>.............................] - ETA: 2:57:17 - loss: 1.8482 - mae: 2.4113 103/1678 [>.............................] - ETA: 2:55:35 - loss: 1.8434 - mae: 2.4056 104/1678 [>.............................] - ETA: 2:53:56 - loss: 1.8372 - mae: 2.3999 105/1678 [>.............................] - ETA: 2:52:19 - loss: 1.8302 - mae: 2.3924 106/1678 [>.............................] - ETA: 2:50:43 - loss: 1.8310 - mae: 2.3929 107/1678 [>.............................] - ETA: 2:49:10 - loss: 1.8276 - mae: 2.3894 108/1678 [>.............................] - ETA: 2:47:38 - loss: 1.8283 - mae: 2.3899 109/1678 [>.............................] - ETA: 2:46:07 - loss: 1.8260 - mae: 2.3880 110/1678 [>.............................] - ETA: 2:44:39 - loss: 1.8234 - mae: 2.3853 111/1678 [>.............................] - ETA: 2:43:11 - loss: 1.8202 - mae: 2.3823 112/1678 [=>............................] - ETA: 2:41:46 - loss: 1.8210 - mae: 2.3832 113/1678 [=>............................] - ETA: 2:40:22 - loss: 1.8139 - mae: 2.3759 114/1678 [=>............................] - ETA: 2:38:59 - loss: 1.8112 - mae: 2.3728 115/1678 [=>............................] - ETA: 2:37:38 - loss: 1.8047 - mae: 2.3651 116/1678 [=>............................] - ETA: 2:36:18 - loss: 1.8025 - mae: 2.3630 117/1678 [=>............................] - ETA: 2:35:00 - loss: 1.7966 - mae: 2.3568 118/1678 [=>............................] - ETA: 2:33:43 - loss: 1.7923 - mae: 2.3522 119/1678 [=>............................] - ETA: 2:32:27 - loss: 1.7866 - mae: 2.3457 120/1678 [=>............................] - ETA: 2:31:13 - loss: 1.7836 - mae: 2.3425 121/1678 [=>............................] - ETA: 2:29:59 - loss: 1.7797 - mae: 2.3390 122/1678 [=>............................] - ETA: 2:28:47 - loss: 1.7738 - mae: 2.3319 123/1678 [=>............................] - ETA: 2:27:36 - loss: 1.7695 - mae: 2.3263 124/1678 [=>............................] - ETA: 2:26:26 - loss: 1.7697 - mae: 2.3267 125/1678 [=>............................] - ETA: 2:25:17 - loss: 1.7690 - mae: 2.3257 126/1678 [=>............................] - ETA: 2:24:10 - loss: 1.7642 - mae: 2.3202 127/1678 [=>............................] - ETA: 2:23:03 - loss: 1.7590 - mae: 2.3147 128/1678 [=>............................] - ETA: 2:21:57 - loss: 1.7529 - mae: 2.3085 129/1678 [=>............................] - ETA: 2:20:53 - loss: 1.7489 - mae: 2.3040 130/1678 [=>............................] - ETA: 2:19:49 - loss: 1.7478 - mae: 2.3029 131/1678 [=>............................] - ETA: 2:18:47 - loss: 1.7477 - mae: 2.3026 132/1678 [=>............................] - ETA: 2:17:45 - loss: 1.7454 - mae: 2.3003 133/1678 [=>............................] - ETA: 2:16:44 - loss: 1.7397 - mae: 2.2942 134/1678 [=>............................] - ETA: 2:15:45 - loss: 1.7359 - mae: 2.2899 135/1678 [=>............................] - ETA: 2:14:46 - loss: 1.7302 - mae: 2.2834 136/1678 [=>............................] - ETA: 2:13:47 - loss: 1.7251 - mae: 2.2774 137/1678 [=>............................] - ETA: 2:12:50 - loss: 1.7227 - mae: 2.2746 138/1678 [=>............................] - ETA: 2:11:54 - loss: 1.7240 - mae: 2.2762 139/1678 [=>............................] - ETA: 2:10:58 - loss: 1.7204 - mae: 2.2723 140/1678 [=>............................] - ETA: 2:10:03 - loss: 1.7156 - mae: 2.2673 141/1678 [=>............................] - ETA: 2:09:09 - loss: 1.7148 - mae: 2.2665 142/1678 [=>............................] - ETA: 2:08:16 - loss: 1.7150 - mae: 2.2667 143/1678 [=>............................] - ETA: 2:07:23 - loss: 1.7099 - mae: 2.2609 144/1678 [=>............................] - 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loss: 1.0677 - mae: 1.5367 1633/1678 [============================>.] - ETA: 43s - loss: 1.0675 - mae: 1.5365 1634/1678 [============================>.] - ETA: 42s - loss: 1.0672 - mae: 1.5361 1635/1678 [============================>.] - ETA: 41s - loss: 1.0670 - mae: 1.5359 1636/1678 [============================>.] - ETA: 40s - loss: 1.0669 - mae: 1.5358 1637/1678 [============================>.] - ETA: 39s - loss: 1.0669 - mae: 1.5358 1638/1678 [============================>.] - ETA: 38s - loss: 1.0669 - mae: 1.5358 1639/1678 [============================>.] - ETA: 37s - loss: 1.0668 - mae: 1.5357 1640/1678 [============================>.] - ETA: 36s - loss: 1.0665 - mae: 1.5353 1641/1678 [============================>.] - ETA: 35s - loss: 1.0665 - mae: 1.5353 1642/1678 [============================>.] - ETA: 34s - loss: 1.0661 - mae: 1.5348 1643/1678 [============================>.] - ETA: 33s - loss: 1.0660 - mae: 1.5346 1644/1678 [============================>.] - ETA: 32s - loss: 1.0657 - mae: 1.5342 1645/1678 [============================>.] - ETA: 31s - loss: 1.0657 - mae: 1.5343 1646/1678 [============================>.] - ETA: 30s - loss: 1.0655 - mae: 1.5341 1647/1678 [============================>.] - ETA: 29s - loss: 1.0656 - mae: 1.5342 1648/1678 [============================>.] - ETA: 28s - loss: 1.0654 - mae: 1.5340 1649/1678 [============================>.] - ETA: 27s - loss: 1.0654 - mae: 1.5340 1650/1678 [============================>.] - ETA: 26s - loss: 1.0650 - mae: 1.5336 1651/1678 [============================>.] - ETA: 25s - loss: 1.0650 - mae: 1.5335 1652/1678 [============================>.] - ETA: 25s - loss: 1.0648 - mae: 1.5334 1653/1678 [============================>.] - ETA: 24s - loss: 1.0647 - mae: 1.5333 1654/1678 [============================>.] - ETA: 23s - loss: 1.0647 - mae: 1.5333 1655/1678 [============================>.] - ETA: 22s - loss: 1.0646 - mae: 1.5331 1656/1678 [============================>.] - ETA: 21s - loss: 1.0643 - mae: 1.5328 1657/1678 [============================>.] - ETA: 20s - loss: 1.0640 - mae: 1.5324 1658/1678 [============================>.] - ETA: 19s - loss: 1.0639 - mae: 1.5323 1659/1678 [============================>.] - ETA: 18s - loss: 1.0638 - mae: 1.5323 1660/1678 [============================>.] - ETA: 17s - loss: 1.0637 - mae: 1.5321 1661/1678 [============================>.] - ETA: 16s - loss: 1.0636 - mae: 1.5320 1662/1678 [============================>.] - ETA: 15s - loss: 1.0635 - mae: 1.5319 1663/1678 [============================>.] - ETA: 14s - loss: 1.0634 - mae: 1.5318 1664/1678 [============================>.] - ETA: 13s - loss: 1.0633 - mae: 1.5317 1665/1678 [============================>.] - ETA: 12s - loss: 1.0632 - mae: 1.5317 1666/1678 [============================>.] - ETA: 11s - loss: 1.0631 - mae: 1.5315 1667/1678 [============================>.] - ETA: 10s - loss: 1.0630 - mae: 1.5315 1668/1678 [============================>.] - ETA: 9s - loss: 1.0629 - mae: 1.5312  1669/1678 [============================>.] - ETA: 8s - loss: 1.0629 - mae: 1.5313 1670/1678 [============================>.] - ETA: 7s - loss: 1.0628 - mae: 1.5312 1671/1678 [============================>.] - ETA: 6s - loss: 1.0626 - mae: 1.5310 1672/1678 [============================>.] - ETA: 5s - loss: 1.0624 - mae: 1.5308 1673/1678 [============================>.] - ETA: 4s - loss: 1.0621 - mae: 1.5305 1674/1678 [============================>.] - ETA: 3s - loss: 1.0622 - mae: 1.5305 1675/1678 [============================>.] - ETA: 2s - loss: 1.0621 - mae: 1.5305 1676/1678 [============================>.] - ETA: 1s - loss: 1.0619 - mae: 1.5302 1677/1678 [============================>.] - ETA: 0s - loss: 1.0617 - mae: 1.5300 Epoch 00001: val_loss improved from inf to 0.90372, saving model to distance.hdf5  1678/1678 [==============================] - 1631s 972ms/step - loss: 1.0617 - mae: 1.5300 - val_loss: 0.9037 - val_mae: 1.3301 Epoch 2/64 1/1678 [..............................] - ETA: 16:06 - loss: 0.6797 - mae: 1.0392 2/1678 [..............................] - 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ETA: 0s - loss: 0.7161 - mae: 1.1152 Epoch 00003: val_loss improved from 0.82727 to 0.74019, saving model to distance.hdf5  1678/1678 [==============================] - 982s 585ms/step - loss: 0.7160 - mae: 1.1150 - val_loss: 0.7402 - val_mae: 1.1287 Epoch 4/64 1/1678 [..............................] - ETA: 16:17 - loss: 0.8177 - mae: 1.2945 2/1678 [..............................] - ETA: 16:16 - loss: 0.7786 - mae: 1.2045 3/1678 [..............................] - ETA: 16:14 - loss: 0.7326 - mae: 1.1380 4/1678 [..............................] - ETA: 16:17 - loss: 0.8008 - mae: 1.2139 5/1678 [..............................] - ETA: 16:17 - loss: 0.8344 - mae: 1.2693 6/1678 [..............................] - ETA: 16:16 - loss: 0.7488 - mae: 1.1598 7/1678 [..............................] - ETA: 16:14 - loss: 0.7610 - mae: 1.1738 8/1678 [..............................] - ETA: 16:11 - loss: 0.7336 - mae: 1.1425 9/1678 [..............................] - ETA: 16:10 - loss: 0.7275 - mae: 1.1363 10/1678 [..............................] - 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ETA: 5s - loss: 0.6824 - mae: 1.0731 1669/1678 [============================>.] - ETA: 5s - loss: 0.6823 - mae: 1.0731 1670/1678 [============================>.] - ETA: 4s - loss: 0.6824 - mae: 1.0732 1671/1678 [============================>.] - ETA: 4s - loss: 0.6826 - mae: 1.0735 1672/1678 [============================>.] - ETA: 3s - loss: 0.6825 - mae: 1.0734 1673/1678 [============================>.] - ETA: 2s - loss: 0.6826 - mae: 1.0735 1674/1678 [============================>.] - ETA: 2s - loss: 0.6827 - mae: 1.0736 1675/1678 [============================>.] - ETA: 1s - loss: 0.6826 - mae: 1.0734 1676/1678 [============================>.] - ETA: 1s - loss: 0.6827 - mae: 1.0735 1677/1678 [============================>.] - ETA: 0s - loss: 0.6827 - mae: 1.0735 Epoch 00004: val_loss improved from 0.74019 to 0.68412, saving model to distance.hdf5  1678/1678 [==============================] - 982s 585ms/step - loss: 0.6828 - mae: 1.0737 - val_loss: 0.6841 - val_mae: 1.0774 Epoch 5/64 1/1678 [..............................] - 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loss: 0.6627 - mae: 1.0482 1660/1678 [============================>.] - ETA: 10s - loss: 0.6629 - mae: 1.0485 1661/1678 [============================>.] - ETA: 9s - loss: 0.6627 - mae: 1.0481  1662/1678 [============================>.] - ETA: 9s - loss: 0.6626 - mae: 1.0480 1663/1678 [============================>.] - ETA: 8s - loss: 0.6628 - mae: 1.0482 1664/1678 [============================>.] - ETA: 8s - loss: 0.6626 - mae: 1.0480 1665/1678 [============================>.] - ETA: 7s - loss: 0.6627 - mae: 1.0481 1666/1678 [============================>.] - ETA: 6s - loss: 0.6628 - mae: 1.0482 1667/1678 [============================>.] - ETA: 6s - loss: 0.6628 - mae: 1.0482 1668/1678 [============================>.] - ETA: 5s - loss: 0.6628 - mae: 1.0482 1669/1678 [============================>.] - ETA: 5s - loss: 0.6628 - mae: 1.0482 1670/1678 [============================>.] - ETA: 4s - loss: 0.6630 - mae: 1.0484 1671/1678 [============================>.] - ETA: 4s - loss: 0.6631 - mae: 1.0486 1672/1678 [============================>.] - ETA: 3s - loss: 0.6630 - mae: 1.0484 1673/1678 [============================>.] - ETA: 2s - loss: 0.6630 - mae: 1.0485 1674/1678 [============================>.] - ETA: 2s - loss: 0.6632 - mae: 1.0488 1675/1678 [============================>.] - ETA: 1s - loss: 0.6632 - mae: 1.0488 1676/1678 [============================>.] - ETA: 1s - loss: 0.6632 - mae: 1.0488 1677/1678 [============================>.] - ETA: 0s - loss: 0.6633 - mae: 1.0489 Epoch 00005: val_loss did not improve from 0.68412  1678/1678 [==============================] - 981s 585ms/step - loss: 0.6634 - mae: 1.0491 - val_loss: 0.7088 - val_mae: 1.0863 Epoch 6/64 1/1678 [..............................] - ETA: 16:35 - loss: 0.5326 - mae: 0.8236 2/1678 [..............................] - ETA: 16:26 - loss: 0.5998 - mae: 0.9138 3/1678 [..............................] - ETA: 16:21 - loss: 0.6782 - mae: 1.0372 4/1678 [..............................] - ETA: 16:16 - loss: 0.6634 - 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ETA: 13s - loss: 0.6338 - mae: 1.0112 1655/1678 [============================>.] - ETA: 13s - loss: 0.6338 - mae: 1.0111 1656/1678 [============================>.] - ETA: 12s - loss: 0.6339 - mae: 1.0112 1657/1678 [============================>.] - ETA: 12s - loss: 0.6340 - mae: 1.0113 1658/1678 [============================>.] - ETA: 11s - loss: 0.6340 - mae: 1.0113 1659/1678 [============================>.] - ETA: 10s - loss: 0.6340 - mae: 1.0113 1660/1678 [============================>.] - ETA: 10s - loss: 0.6339 - mae: 1.0112 1661/1678 [============================>.] - ETA: 9s - loss: 0.6340 - mae: 1.0114  1662/1678 [============================>.] - ETA: 9s - loss: 0.6341 - mae: 1.0115 1663/1678 [============================>.] - ETA: 8s - loss: 0.6341 - mae: 1.0115 1664/1678 [============================>.] - ETA: 8s - loss: 0.6340 - mae: 1.0115 1665/1678 [============================>.] - ETA: 7s - loss: 0.6341 - mae: 1.0115 1666/1678 [============================>.] - ETA: 6s - loss: 0.6342 - mae: 1.0117 1667/1678 [============================>.] - ETA: 6s - loss: 0.6342 - mae: 1.0118 1668/1678 [============================>.] - ETA: 5s - loss: 0.6341 - mae: 1.0117 1669/1678 [============================>.] - ETA: 5s - loss: 0.6345 - mae: 1.0121 1670/1678 [============================>.] - ETA: 4s - loss: 0.6346 - mae: 1.0122 1671/1678 [============================>.] - ETA: 4s - loss: 0.6346 - mae: 1.0122 1672/1678 [============================>.] - ETA: 3s - loss: 0.6345 - mae: 1.0121 1673/1678 [============================>.] - ETA: 2s - loss: 0.6344 - mae: 1.0120 1674/1678 [============================>.] - ETA: 2s - loss: 0.6344 - mae: 1.0120 1675/1678 [============================>.] - ETA: 1s - loss: 0.6344 - mae: 1.0119 1676/1678 [============================>.] - ETA: 1s - loss: 0.6343 - mae: 1.0118 1677/1678 [============================>.] - ETA: 0s - loss: 0.6344 - mae: 1.0119 Epoch 00007: val_loss improved from 0.68412 to 0.64949, saving model to distance.hdf5  1678/1678 [==============================] - 979s 583ms/step - loss: 0.6344 - mae: 1.0120 - val_loss: 0.6495 - val_mae: 1.0266 Epoch 8/64 1/1678 [..............................] - ETA: 16:14 - loss: 0.8417 - mae: 1.3026 2/1678 [..............................] - ETA: 16:09 - loss: 0.6934 - mae: 1.1068 3/1678 [..............................] - ETA: 16:08 - loss: 0.6015 - mae: 0.9655 4/1678 [..............................] - ETA: 16:06 - loss: 0.5888 - mae: 0.9541 5/1678 [..............................] - ETA: 16:04 - loss: 0.6263 - mae: 1.0110 6/1678 [..............................] - ETA: 16:03 - loss: 0.6562 - mae: 1.0400 7/1678 [..............................] - ETA: 16:02 - loss: 0.6171 - mae: 0.9859 8/1678 [..............................] - ETA: 16:01 - loss: 0.6065 - mae: 0.9812 9/1678 [..............................] - ETA: 16:02 - loss: 0.5936 - mae: 0.9696 10/1678 [..............................] - ETA: 16:02 - loss: 0.6156 - mae: 0.9944 11/1678 [..............................] - ETA: 16:01 - loss: 0.6254 - mae: 1.0104 12/1678 [..............................] - 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ETA: 4s - loss: 0.6229 - mae: 0.9972 1671/1678 [============================>.] - ETA: 4s - loss: 0.6230 - mae: 0.9973 1672/1678 [============================>.] - ETA: 3s - loss: 0.6229 - mae: 0.9972 1673/1678 [============================>.] - ETA: 2s - loss: 0.6229 - mae: 0.9973 1674/1678 [============================>.] - ETA: 2s - loss: 0.6231 - mae: 0.9975 1675/1678 [============================>.] - ETA: 1s - loss: 0.6231 - mae: 0.9975 1676/1678 [============================>.] - ETA: 1s - loss: 0.6234 - mae: 0.9979 1677/1678 [============================>.] - ETA: 0s - loss: 0.6236 - mae: 0.9981 Epoch 00008: val_loss did not improve from 0.64949  1678/1678 [==============================] - 981s 585ms/step - loss: 0.6235 - mae: 0.9980 - val_loss: 0.6581 - val_mae: 1.0252 Epoch 9/64 1/1678 [..............................] - ETA: 16:59 - loss: 0.6514 - mae: 1.0783 2/1678 [..............................] - ETA: 16:33 - loss: 0.6591 - mae: 1.1022 3/1678 [..............................] - 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mae: 1.0125 65/1678 [>.............................] - ETA: 15:29 - loss: 0.6414 - mae: 1.0161 66/1678 [>.............................] - ETA: 15:28 - loss: 0.6384 - mae: 1.0119 67/1678 [>.............................] - ETA: 15:28 - loss: 0.6375 - mae: 1.0111 68/1678 [>.............................] - ETA: 15:27 - loss: 0.6351 - mae: 1.0081 69/1678 [>.............................] - ETA: 15:26 - loss: 0.6354 - mae: 1.0084 70/1678 [>.............................] - ETA: 15:26 - loss: 0.6352 - mae: 1.0090 71/1678 [>.............................] - ETA: 15:25 - loss: 0.6342 - mae: 1.0084 72/1678 [>.............................] - ETA: 15:25 - loss: 0.6333 - mae: 1.0082 73/1678 [>.............................] - ETA: 15:24 - loss: 0.6297 - mae: 1.0032 74/1678 [>.............................] - ETA: 15:23 - loss: 0.6304 - mae: 1.0035 75/1678 [>.............................] - ETA: 15:23 - loss: 0.6282 - mae: 1.0008 76/1678 [>.............................] - ETA: 15:22 - loss: 0.6252 - mae: 0.9973 77/1678 [>.............................] - 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mae: 0.9844 1674/1678 [============================>.] - ETA: 2s - loss: 0.6121 - mae: 0.9844 1675/1678 [============================>.] - ETA: 1s - loss: 0.6123 - mae: 0.9846 1676/1678 [============================>.] - ETA: 1s - loss: 0.6123 - mae: 0.9847 1677/1678 [============================>.] - ETA: 0s - loss: 0.6122 - mae: 0.9846 Epoch 00009: val_loss did not improve from 0.64949  1678/1678 [==============================] - 985s 587ms/step - loss: 0.6124 - mae: 0.9848 - val_loss: 0.6698 - val_mae: 1.0408 Epoch 10/64 1/1678 [..............................] - ETA: 16:38 - loss: 0.5584 - mae: 0.9427 2/1678 [..............................] - ETA: 16:33 - loss: 0.5189 - mae: 0.8383 3/1678 [..............................] - ETA: 16:26 - loss: 0.7201 - mae: 1.1024 4/1678 [..............................] - ETA: 16:22 - loss: 0.6599 - mae: 1.0417 5/1678 [..............................] - ETA: 16:21 - loss: 0.6666 - mae: 1.0635 6/1678 [..............................] - ETA: 16:17 - loss: 0.6957 - 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ETA: 16:00 - loss: 0.6298 - mae: 1.0136 20/1678 [..............................] - ETA: 15:59 - loss: 0.6331 - mae: 1.0185 21/1678 [..............................] - ETA: 15:59 - loss: 0.6382 - mae: 1.0256 22/1678 [..............................] - ETA: 15:58 - loss: 0.6316 - mae: 1.0139 23/1678 [..............................] - ETA: 15:57 - loss: 0.6306 - mae: 1.0143 24/1678 [..............................] - ETA: 15:56 - loss: 0.6251 - mae: 1.0058 25/1678 [..............................] - ETA: 15:55 - loss: 0.6218 - mae: 1.0037 26/1678 [..............................] - ETA: 15:54 - loss: 0.6218 - mae: 1.0052 27/1678 [..............................] - ETA: 15:54 - loss: 0.6095 - mae: 0.9855 28/1678 [..............................] - ETA: 15:53 - loss: 0.6008 - mae: 0.9740 29/1678 [..............................] - ETA: 15:52 - loss: 0.5974 - mae: 0.9670 30/1678 [..............................] - ETA: 15:52 - loss: 0.6002 - mae: 0.9714 31/1678 [..............................] - ETA: 15:52 - loss: 0.5964 - mae: 0.9673 32/1678 [..............................] - ETA: 15:51 - loss: 0.5937 - mae: 0.9647 33/1678 [..............................] - ETA: 15:50 - loss: 0.5974 - mae: 0.9678 34/1678 [..............................] - ETA: 15:49 - loss: 0.5882 - mae: 0.9564 35/1678 [..............................] - ETA: 15:49 - loss: 0.5956 - mae: 0.9659 36/1678 [..............................] - ETA: 15:48 - loss: 0.5886 - mae: 0.9562 37/1678 [..............................] - ETA: 15:47 - loss: 0.5811 - mae: 0.9460 38/1678 [..............................] - ETA: 15:46 - loss: 0.5829 - mae: 0.9495 39/1678 [..............................] - ETA: 15:46 - loss: 0.5771 - mae: 0.9413 40/1678 [..............................] - ETA: 15:45 - loss: 0.5721 - mae: 0.9343 41/1678 [..............................] - ETA: 15:44 - loss: 0.5690 - mae: 0.9293 42/1678 [..............................] - ETA: 15:43 - loss: 0.5673 - mae: 0.9272 43/1678 [..............................] - ETA: 15:43 - loss: 0.5655 - mae: 0.9245 44/1678 [..............................] - ETA: 15:42 - loss: 0.5688 - mae: 0.9299 45/1678 [..............................] - ETA: 15:42 - loss: 0.5700 - mae: 0.9300 46/1678 [..............................] - ETA: 15:41 - loss: 0.5716 - mae: 0.9328 47/1678 [..............................] - ETA: 15:40 - loss: 0.5750 - mae: 0.9372 48/1678 [..............................] - ETA: 15:40 - loss: 0.5798 - mae: 0.9435 49/1678 [..............................] - ETA: 15:39 - loss: 0.5778 - mae: 0.9401 50/1678 [..............................] - ETA: 15:39 - loss: 0.5773 - mae: 0.9402 51/1678 [..............................] - ETA: 15:39 - loss: 0.5791 - mae: 0.9429 52/1678 [..............................] - ETA: 15:38 - loss: 0.5811 - mae: 0.9459 53/1678 [..............................] - ETA: 15:38 - loss: 0.5827 - mae: 0.9481 54/1678 [..............................] - ETA: 15:37 - loss: 0.5828 - mae: 0.9480 55/1678 [..............................] - ETA: 15:37 - loss: 0.5807 - mae: 0.9453 56/1678 [>.............................] - ETA: 15:36 - loss: 0.5819 - mae: 0.9460 57/1678 [>.............................] - ETA: 15:36 - loss: 0.5777 - mae: 0.9389 58/1678 [>.............................] - ETA: 15:35 - loss: 0.5830 - mae: 0.9464 59/1678 [>.............................] - ETA: 15:34 - loss: 0.5846 - mae: 0.9477 60/1678 [>.............................] - ETA: 15:34 - loss: 0.5868 - mae: 0.9504 61/1678 [>.............................] - ETA: 15:33 - loss: 0.5922 - mae: 0.9575 62/1678 [>.............................] - ETA: 15:32 - loss: 0.5916 - mae: 0.9568 63/1678 [>.............................] - ETA: 15:32 - loss: 0.5925 - mae: 0.9580 64/1678 [>.............................] - ETA: 15:32 - loss: 0.5935 - mae: 0.9588 65/1678 [>.............................] - ETA: 15:31 - loss: 0.5913 - mae: 0.9555 66/1678 [>.............................] - ETA: 15:30 - loss: 0.5896 - mae: 0.9535 67/1678 [>.............................] - ETA: 15:30 - loss: 0.5902 - mae: 0.9549 68/1678 [>.............................] - ETA: 15:29 - loss: 0.5868 - mae: 0.9502 69/1678 [>.............................] - ETA: 15:29 - loss: 0.5857 - mae: 0.9485 70/1678 [>.............................] - ETA: 15:28 - loss: 0.5900 - mae: 0.9543 71/1678 [>.............................] - ETA: 15:27 - loss: 0.5887 - mae: 0.9523 72/1678 [>.............................] - ETA: 15:27 - loss: 0.5875 - mae: 0.9512 73/1678 [>.............................] - ETA: 15:26 - loss: 0.5853 - mae: 0.9487 74/1678 [>.............................] - ETA: 15:25 - loss: 0.5815 - mae: 0.9433 75/1678 [>.............................] - ETA: 15:25 - loss: 0.5768 - mae: 0.9365 76/1678 [>.............................] - ETA: 15:24 - loss: 0.5748 - mae: 0.9330 77/1678 [>.............................] - ETA: 15:24 - loss: 0.5727 - mae: 0.9298 78/1678 [>.............................] - ETA: 15:23 - loss: 0.5698 - mae: 0.9258 79/1678 [>.............................] - ETA: 15:23 - loss: 0.5708 - mae: 0.9274 80/1678 [>.............................] - ETA: 15:22 - loss: 0.5661 - mae: 0.9207 81/1678 [>.............................] - ETA: 15:21 - loss: 0.5718 - mae: 0.9279 82/1678 [>.............................] - ETA: 15:21 - loss: 0.5728 - mae: 0.9291 83/1678 [>.............................] - ETA: 15:20 - loss: 0.5741 - mae: 0.9313 84/1678 [>.............................] - ETA: 15:19 - loss: 0.5720 - mae: 0.9287 85/1678 [>.............................] - ETA: 15:19 - loss: 0.5718 - mae: 0.9289 86/1678 [>.............................] - ETA: 15:18 - loss: 0.5705 - mae: 0.9268 87/1678 [>.............................] - ETA: 15:18 - loss: 0.5714 - mae: 0.9284 88/1678 [>.............................] - ETA: 15:17 - loss: 0.5729 - mae: 0.9300 89/1678 [>.............................] - ETA: 15:16 - loss: 0.5745 - mae: 0.9318 90/1678 [>.............................] - ETA: 15:16 - loss: 0.5722 - mae: 0.9286 91/1678 [>.............................] - ETA: 15:15 - loss: 0.5752 - mae: 0.9328 92/1678 [>.............................] - ETA: 15:15 - loss: 0.5744 - mae: 0.9325 93/1678 [>.............................] - ETA: 15:14 - loss: 0.5766 - mae: 0.9357 94/1678 [>.............................] - ETA: 15:13 - loss: 0.5758 - mae: 0.9353 95/1678 [>.............................] - ETA: 15:13 - loss: 0.5742 - mae: 0.9330 96/1678 [>.............................] - ETA: 15:12 - loss: 0.5727 - mae: 0.9308 97/1678 [>.............................] - ETA: 15:12 - loss: 0.5731 - mae: 0.9317 98/1678 [>.............................] - ETA: 15:11 - loss: 0.5745 - mae: 0.9341 99/1678 [>.............................] - ETA: 15:11 - loss: 0.5746 - mae: 0.9339 100/1678 [>.............................] - ETA: 15:10 - loss: 0.5785 - mae: 0.9388 101/1678 [>.............................] - ETA: 15:09 - loss: 0.5773 - mae: 0.9371 102/1678 [>.............................] - ETA: 15:09 - loss: 0.5774 - mae: 0.9372 103/1678 [>.............................] - ETA: 15:08 - loss: 0.5745 - mae: 0.9327 104/1678 [>.............................] - ETA: 15:08 - loss: 0.5763 - mae: 0.9353 105/1678 [>.............................] - 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mae: 0.9740 Epoch 00010: val_loss did not improve from 0.64949  1678/1678 [==============================] - 981s 584ms/step - loss: 0.6049 - mae: 0.9739 - val_loss: 0.7542 - val_mae: 1.1322 Epoch 11/64 1/1678 [..............................] - ETA: 16:13 - loss: 0.6794 - mae: 1.0051 2/1678 [..............................] - ETA: 16:12 - loss: 0.6921 - mae: 1.0686 3/1678 [..............................] - ETA: 16:07 - loss: 0.5927 - mae: 0.9453 4/1678 [..............................] - ETA: 16:08 - loss: 0.5597 - mae: 0.9076 5/1678 [..............................] - ETA: 16:05 - loss: 0.6382 - mae: 1.0085 6/1678 [..............................] - ETA: 16:07 - loss: 0.6168 - mae: 0.9916 7/1678 [..............................] - ETA: 16:07 - loss: 0.6114 - mae: 0.9898 8/1678 [..............................] - ETA: 16:05 - loss: 0.6196 - mae: 1.0010 9/1678 [..............................] - ETA: 16:04 - loss: 0.6117 - mae: 0.9967 10/1678 [..............................] - ETA: 16:03 - loss: 0.6435 - 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ETA: 5s - loss: 0.5964 - mae: 0.9635 1670/1678 [============================>.] - ETA: 4s - loss: 0.5965 - mae: 0.9637 1671/1678 [============================>.] - ETA: 4s - loss: 0.5964 - mae: 0.9636 1672/1678 [============================>.] - ETA: 3s - loss: 0.5964 - mae: 0.9635 1673/1678 [============================>.] - ETA: 2s - loss: 0.5965 - mae: 0.9637 1674/1678 [============================>.] - ETA: 2s - loss: 0.5965 - mae: 0.9637 1675/1678 [============================>.] - ETA: 1s - loss: 0.5963 - mae: 0.9633 1676/1678 [============================>.] - ETA: 1s - loss: 0.5963 - mae: 0.9635 1677/1678 [============================>.] - ETA: 0s - loss: 0.5964 - mae: 0.9636 Epoch 00011: val_loss improved from 0.64949 to 0.62939, saving model to distance.hdf5  1678/1678 [==============================] - 983s 586ms/step - loss: 0.5963 - mae: 0.9635 - val_loss: 0.6294 - val_mae: 0.9890 Epoch 12/64 1/1678 [..............................] - ETA: 16:29 - loss: 0.6742 - mae: 1.0754 2/1678 [..............................] - 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ETA: 8s - loss: 0.5813 - mae: 0.9447 1664/1678 [============================>.] - ETA: 8s - loss: 0.5814 - mae: 0.9449 1665/1678 [============================>.] - ETA: 7s - loss: 0.5814 - mae: 0.9449 1666/1678 [============================>.] - ETA: 6s - loss: 0.5813 - mae: 0.9449 1667/1678 [============================>.] - ETA: 6s - loss: 0.5813 - mae: 0.9449 1668/1678 [============================>.] - ETA: 5s - loss: 0.5813 - mae: 0.9449 1669/1678 [============================>.] - ETA: 5s - loss: 0.5813 - mae: 0.9449 1670/1678 [============================>.] - ETA: 4s - loss: 0.5813 - mae: 0.9449 1671/1678 [============================>.] - ETA: 4s - loss: 0.5813 - mae: 0.9448 1672/1678 [============================>.] - ETA: 3s - loss: 0.5813 - mae: 0.9449 1673/1678 [============================>.] - ETA: 2s - loss: 0.5814 - mae: 0.9449 1674/1678 [============================>.] - ETA: 2s - loss: 0.5812 - mae: 0.9447 1675/1678 [============================>.] - ETA: 1s - loss: 0.5812 - mae: 0.9447 1676/1678 [============================>.] - ETA: 1s - loss: 0.5810 - mae: 0.9444 1677/1678 [============================>.] - ETA: 0s - loss: 0.5810 - mae: 0.9444 Epoch 00013: val_loss did not improve from 0.62872  1678/1678 [==============================] - 980s 584ms/step - loss: 0.5811 - mae: 0.9446 - val_loss: 0.6785 - val_mae: 1.0438 Epoch 14/64 1/1678 [..............................] - ETA: 16:09 - loss: 0.4959 - mae: 0.8862 2/1678 [..............................] - ETA: 16:08 - loss: 0.5722 - mae: 0.9442 3/1678 [..............................] - ETA: 16:09 - loss: 0.5277 - mae: 0.8710 4/1678 [..............................] - ETA: 16:06 - loss: 0.5203 - mae: 0.8600 5/1678 [..............................] - ETA: 16:09 - loss: 0.5751 - mae: 0.9348 6/1678 [..............................] - ETA: 16:08 - loss: 0.5615 - mae: 0.9169 7/1678 [..............................] - ETA: 16:06 - loss: 0.5248 - mae: 0.8701 8/1678 [..............................] - ETA: 16:05 - loss: 0.5337 - 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mae: 0.9197 46/1678 [..............................] - ETA: 15:41 - loss: 0.5605 - mae: 0.9130 47/1678 [..............................] - ETA: 15:40 - loss: 0.5616 - mae: 0.9154 48/1678 [..............................] - ETA: 15:39 - loss: 0.5656 - mae: 0.9211 49/1678 [..............................] - ETA: 15:39 - loss: 0.5644 - mae: 0.9199 50/1678 [..............................] - ETA: 15:38 - loss: 0.5575 - mae: 0.9094 51/1678 [..............................] - ETA: 15:37 - loss: 0.5541 - mae: 0.9052 52/1678 [..............................] - ETA: 15:37 - loss: 0.5567 - mae: 0.9090 53/1678 [..............................] - ETA: 15:36 - loss: 0.5569 - mae: 0.9093 54/1678 [..............................] - ETA: 15:35 - loss: 0.5572 - mae: 0.9088 55/1678 [..............................] - ETA: 15:35 - loss: 0.5523 - mae: 0.9019 56/1678 [>.............................] - ETA: 15:34 - loss: 0.5476 - mae: 0.8954 57/1678 [>.............................] - ETA: 15:34 - loss: 0.5470 - mae: 0.8956 58/1678 [>.............................] - ETA: 15:33 - loss: 0.5482 - mae: 0.8983 59/1678 [>.............................] - ETA: 15:32 - loss: 0.5497 - mae: 0.9014 60/1678 [>.............................] - ETA: 15:32 - loss: 0.5519 - mae: 0.9045 61/1678 [>.............................] - ETA: 15:32 - loss: 0.5554 - mae: 0.9091 62/1678 [>.............................] - ETA: 15:31 - loss: 0.5550 - mae: 0.9095 63/1678 [>.............................] - ETA: 15:31 - loss: 0.5516 - mae: 0.9050 64/1678 [>.............................] - ETA: 15:30 - loss: 0.5496 - mae: 0.9020 65/1678 [>.............................] - ETA: 15:30 - loss: 0.5527 - mae: 0.9059 66/1678 [>.............................] - ETA: 15:29 - loss: 0.5516 - mae: 0.9036 67/1678 [>.............................] - ETA: 15:29 - loss: 0.5533 - mae: 0.9066 68/1678 [>.............................] - ETA: 15:28 - loss: 0.5541 - mae: 0.9083 69/1678 [>.............................] - ETA: 15:27 - loss: 0.5581 - mae: 0.9127 70/1678 [>.............................] - ETA: 15:27 - 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986s 588ms/step - loss: 0.5796 - mae: 0.9425 - val_loss: 0.6273 - val_mae: 0.9867 Epoch 15/64 1/1678 [..............................] - ETA: 16:05 - loss: 0.6779 - mae: 1.0271 2/1678 [..............................] - ETA: 16:01 - loss: 0.6629 - mae: 1.0568 3/1678 [..............................] - ETA: 16:01 - loss: 0.6347 - mae: 1.0331 4/1678 [..............................] - ETA: 16:01 - loss: 0.6460 - mae: 1.0396 5/1678 [..............................] - ETA: 16:01 - loss: 0.6392 - mae: 1.0244 6/1678 [..............................] - ETA: 16:01 - loss: 0.6417 - mae: 1.0264 7/1678 [..............................] - ETA: 16:01 - loss: 0.6043 - mae: 0.9748 8/1678 [..............................] - ETA: 16:00 - loss: 0.6258 - mae: 1.0055 9/1678 [..............................] - ETA: 15:59 - loss: 0.6265 - mae: 1.0097 10/1678 [..............................] - ETA: 15:58 - loss: 0.6343 - mae: 1.0258 11/1678 [..............................] - ETA: 15:59 - loss: 0.6204 - mae: 1.0052 12/1678 [..............................] - 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ETA: 11s - loss: 0.5715 - mae: 0.9325 1659/1678 [============================>.] - ETA: 10s - loss: 0.5713 - mae: 0.9322 1660/1678 [============================>.] - ETA: 10s - loss: 0.5714 - mae: 0.9323 1661/1678 [============================>.] - ETA: 9s - loss: 0.5712 - mae: 0.9320  1662/1678 [============================>.] - ETA: 9s - loss: 0.5712 - mae: 0.9321 1663/1678 [============================>.] - ETA: 8s - loss: 0.5713 - mae: 0.9323 1664/1678 [============================>.] - ETA: 8s - loss: 0.5714 - mae: 0.9323 1665/1678 [============================>.] - ETA: 7s - loss: 0.5713 - mae: 0.9322 1666/1678 [============================>.] - ETA: 6s - loss: 0.5716 - mae: 0.9326 1667/1678 [============================>.] - ETA: 6s - loss: 0.5714 - mae: 0.9324 1668/1678 [============================>.] - ETA: 5s - loss: 0.5714 - mae: 0.9323 1669/1678 [============================>.] - ETA: 5s - loss: 0.5713 - mae: 0.9322 1670/1678 [============================>.] - ETA: 4s - loss: 0.5713 - mae: 0.9322 1671/1678 [============================>.] - ETA: 4s - loss: 0.5713 - mae: 0.9323 1672/1678 [============================>.] - ETA: 3s - loss: 0.5712 - mae: 0.9321 1673/1678 [============================>.] - ETA: 2s - loss: 0.5714 - mae: 0.9324 1674/1678 [============================>.] - ETA: 2s - loss: 0.5715 - mae: 0.9326 1675/1678 [============================>.] - ETA: 1s - loss: 0.5718 - mae: 0.9329 1676/1678 [============================>.] - ETA: 1s - loss: 0.5718 - mae: 0.9329 1677/1678 [============================>.] - ETA: 0s - loss: 0.5718 - mae: 0.9330 Epoch 00015: val_loss did not improve from 0.62727  1678/1678 [==============================] - 981s 585ms/step - loss: 0.5721 - mae: 0.9333 - val_loss: 0.6486 - val_mae: 1.0047 Epoch 16/64 1/1678 [..............................] - ETA: 16:02 - loss: 0.5225 - mae: 0.9094 2/1678 [..............................] - ETA: 16:04 - loss: 0.5553 - mae: 0.9587 3/1678 [..............................] - ETA: 16:04 - loss: 0.4706 - 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ETA: 15:58 - loss: 0.5532 - mae: 0.9091 17/1678 [..............................] - ETA: 15:57 - loss: 0.5344 - mae: 0.8828 18/1678 [..............................] - ETA: 15:57 - loss: 0.5347 - mae: 0.8811 19/1678 [..............................] - ETA: 15:56 - loss: 0.5392 - mae: 0.8906 20/1678 [..............................] - ETA: 15:55 - loss: 0.5504 - mae: 0.9058 21/1678 [..............................] - ETA: 15:55 - loss: 0.5532 - mae: 0.9081 22/1678 [..............................] - ETA: 15:54 - loss: 0.5412 - mae: 0.8912 23/1678 [..............................] - ETA: 15:53 - loss: 0.5548 - mae: 0.9075 24/1678 [..............................] - ETA: 15:53 - loss: 0.5561 - mae: 0.9057 25/1678 [..............................] - ETA: 15:52 - loss: 0.5465 - mae: 0.8927 26/1678 [..............................] - ETA: 15:52 - loss: 0.5512 - mae: 0.9014 27/1678 [..............................] - ETA: 15:51 - loss: 0.5587 - mae: 0.9128 28/1678 [..............................] - ETA: 15:50 - loss: 0.5608 - mae: 0.9169 29/1678 [..............................] - ETA: 15:50 - loss: 0.5457 - mae: 0.8946 30/1678 [..............................] - ETA: 15:49 - loss: 0.5551 - mae: 0.9069 31/1678 [..............................] - ETA: 15:48 - loss: 0.5530 - mae: 0.9058 32/1678 [..............................] - ETA: 15:48 - loss: 0.5594 - mae: 0.9109 33/1678 [..............................] - ETA: 15:47 - loss: 0.5662 - mae: 0.9200 34/1678 [..............................] - ETA: 15:46 - loss: 0.5695 - mae: 0.9256 35/1678 [..............................] - ETA: 15:46 - loss: 0.5752 - mae: 0.9339 36/1678 [..............................] - ETA: 15:45 - loss: 0.5778 - mae: 0.9391 37/1678 [..............................] - ETA: 15:45 - loss: 0.5774 - mae: 0.9375 38/1678 [..............................] - ETA: 15:44 - loss: 0.5741 - mae: 0.9339 39/1678 [..............................] - ETA: 15:44 - loss: 0.5672 - mae: 0.9244 40/1678 [..............................] - ETA: 15:43 - loss: 0.5720 - mae: 0.9299 41/1678 [..............................] - ETA: 15:42 - loss: 0.5730 - mae: 0.9329 42/1678 [..............................] - ETA: 15:42 - loss: 0.5767 - mae: 0.9377 43/1678 [..............................] - ETA: 15:41 - loss: 0.5737 - mae: 0.9341 44/1678 [..............................] - ETA: 15:40 - loss: 0.5696 - mae: 0.9281 45/1678 [..............................] - ETA: 15:40 - loss: 0.5726 - mae: 0.9329 46/1678 [..............................] - ETA: 15:39 - loss: 0.5670 - mae: 0.9250 47/1678 [..............................] - ETA: 15:39 - loss: 0.5683 - mae: 0.9275 48/1678 [..............................] - ETA: 15:38 - loss: 0.5734 - mae: 0.9348 49/1678 [..............................] - ETA: 15:37 - loss: 0.5826 - mae: 0.9460 50/1678 [..............................] - ETA: 15:37 - loss: 0.5850 - mae: 0.9502 51/1678 [..............................] - ETA: 15:36 - loss: 0.5849 - mae: 0.9505 52/1678 [..............................] - ETA: 15:36 - loss: 0.5882 - mae: 0.9545 53/1678 [..............................] - ETA: 15:35 - loss: 0.5907 - mae: 0.9560 54/1678 [..............................] - ETA: 15:34 - loss: 0.5923 - mae: 0.9581 55/1678 [..............................] - ETA: 15:34 - loss: 0.5893 - mae: 0.9543 56/1678 [>.............................] - ETA: 15:33 - loss: 0.5906 - mae: 0.9564 57/1678 [>.............................] - ETA: 15:33 - loss: 0.5914 - mae: 0.9578 58/1678 [>.............................] - ETA: 15:32 - loss: 0.5941 - mae: 0.9618 59/1678 [>.............................] - ETA: 15:31 - loss: 0.5988 - mae: 0.9685 60/1678 [>.............................] - ETA: 15:31 - loss: 0.6040 - mae: 0.9753 61/1678 [>.............................] - ETA: 15:30 - loss: 0.6035 - mae: 0.9755 62/1678 [>.............................] - ETA: 15:30 - loss: 0.6029 - mae: 0.9743 63/1678 [>.............................] - ETA: 15:29 - loss: 0.6005 - mae: 0.9713 64/1678 [>.............................] - ETA: 15:29 - loss: 0.5996 - mae: 0.9712 65/1678 [>.............................] - ETA: 15:28 - loss: 0.5984 - mae: 0.9702 66/1678 [>.............................] - ETA: 15:28 - loss: 0.6041 - mae: 0.9776 67/1678 [>.............................] - ETA: 15:27 - loss: 0.6082 - mae: 0.9824 68/1678 [>.............................] - ETA: 15:27 - loss: 0.6011 - mae: 0.9724 69/1678 [>.............................] - ETA: 15:26 - loss: 0.5995 - mae: 0.9700 70/1678 [>.............................] - ETA: 15:25 - loss: 0.5981 - mae: 0.9690 71/1678 [>.............................] - ETA: 15:25 - loss: 0.5979 - mae: 0.9695 72/1678 [>.............................] - ETA: 15:24 - loss: 0.5968 - mae: 0.9684 73/1678 [>.............................] - ETA: 15:24 - loss: 0.5940 - mae: 0.9644 74/1678 [>.............................] - ETA: 15:23 - loss: 0.5945 - mae: 0.9657 75/1678 [>.............................] - ETA: 15:23 - loss: 0.5931 - mae: 0.9638 76/1678 [>.............................] - ETA: 15:22 - loss: 0.5906 - mae: 0.9600 77/1678 [>.............................] - ETA: 15:22 - loss: 0.5937 - mae: 0.9643 78/1678 [>.............................] - ETA: 15:21 - loss: 0.5900 - mae: 0.9593 79/1678 [>.............................] - ETA: 15:21 - loss: 0.5874 - mae: 0.9554 80/1678 [>.............................] - ETA: 15:20 - loss: 0.5899 - mae: 0.9588 81/1678 [>.............................] - ETA: 15:19 - loss: 0.5929 - mae: 0.9621 82/1678 [>.............................] - ETA: 15:19 - loss: 0.5912 - mae: 0.9593 83/1678 [>.............................] - ETA: 15:18 - loss: 0.5897 - mae: 0.9577 84/1678 [>.............................] - ETA: 15:18 - loss: 0.5911 - mae: 0.9600 85/1678 [>.............................] - ETA: 15:17 - loss: 0.5924 - mae: 0.9618 86/1678 [>.............................] - ETA: 15:17 - loss: 0.5925 - mae: 0.9627 87/1678 [>.............................] - ETA: 15:16 - loss: 0.5947 - mae: 0.9658 88/1678 [>.............................] - ETA: 15:15 - loss: 0.5966 - mae: 0.9687 89/1678 [>.............................] - ETA: 15:15 - loss: 0.5945 - mae: 0.9661 90/1678 [>.............................] - ETA: 15:14 - loss: 0.5938 - mae: 0.9648 91/1678 [>.............................] - ETA: 15:14 - loss: 0.5939 - mae: 0.9654 92/1678 [>.............................] - ETA: 15:13 - loss: 0.5938 - mae: 0.9655 93/1678 [>.............................] - ETA: 15:12 - loss: 0.5932 - mae: 0.9650 94/1678 [>.............................] - ETA: 15:12 - loss: 0.5927 - mae: 0.9641 95/1678 [>.............................] - ETA: 15:11 - loss: 0.5910 - mae: 0.9615 96/1678 [>.............................] - ETA: 15:11 - loss: 0.5924 - mae: 0.9637 97/1678 [>.............................] - ETA: 15:10 - loss: 0.5900 - mae: 0.9593 98/1678 [>.............................] - ETA: 15:09 - loss: 0.5901 - mae: 0.9593 99/1678 [>.............................] - ETA: 15:09 - loss: 0.5898 - mae: 0.9586 100/1678 [>.............................] - ETA: 15:08 - loss: 0.5888 - mae: 0.9578 101/1678 [>.............................] - ETA: 15:08 - loss: 0.5914 - mae: 0.9615 102/1678 [>.............................] - ETA: 15:07 - loss: 0.5913 - mae: 0.9616 103/1678 [>.............................] - ETA: 15:07 - loss: 0.5915 - mae: 0.9624 104/1678 [>.............................] - ETA: 15:06 - loss: 0.5945 - mae: 0.9659 105/1678 [>.............................] - ETA: 15:05 - loss: 0.5945 - mae: 0.9661 106/1678 [>.............................] - ETA: 15:05 - loss: 0.5941 - mae: 0.9659 107/1678 [>.............................] - ETA: 15:04 - loss: 0.5934 - mae: 0.9646 108/1678 [>.............................] - ETA: 15:04 - loss: 0.5939 - mae: 0.9651 109/1678 [>.............................] - ETA: 15:03 - loss: 0.5934 - mae: 0.9643 110/1678 [>.............................] - ETA: 15:03 - loss: 0.5910 - mae: 0.9609 111/1678 [>.............................] - ETA: 15:02 - loss: 0.5926 - mae: 0.9634 112/1678 [=>............................] - ETA: 15:01 - loss: 0.5957 - mae: 0.9671 113/1678 [=>............................] - ETA: 15:01 - loss: 0.5935 - mae: 0.9644 114/1678 [=>............................] - ETA: 15:00 - loss: 0.5951 - mae: 0.9666 115/1678 [=>............................] - ETA: 15:00 - loss: 0.5949 - mae: 0.9668 116/1678 [=>............................] - ETA: 14:59 - loss: 0.5940 - mae: 0.9662 117/1678 [=>............................] - ETA: 14:58 - loss: 0.5945 - mae: 0.9673 118/1678 [=>............................] - ETA: 14:58 - loss: 0.5921 - mae: 0.9639 119/1678 [=>............................] - ETA: 14:57 - loss: 0.5911 - mae: 0.9628 120/1678 [=>............................] - ETA: 14:57 - loss: 0.5907 - mae: 0.9623 121/1678 [=>............................] - ETA: 14:56 - loss: 0.5879 - mae: 0.9579 122/1678 [=>............................] - ETA: 14:56 - loss: 0.5878 - mae: 0.9583 123/1678 [=>............................] - ETA: 14:55 - loss: 0.5884 - mae: 0.9593 124/1678 [=>............................] - ETA: 14:54 - loss: 0.5900 - mae: 0.9613 125/1678 [=>............................] - ETA: 14:54 - loss: 0.5919 - mae: 0.9633 126/1678 [=>............................] - ETA: 14:53 - loss: 0.5927 - mae: 0.9645 127/1678 [=>............................] - ETA: 14:53 - loss: 0.5922 - mae: 0.9636 128/1678 [=>............................] - ETA: 14:52 - loss: 0.5924 - mae: 0.9637 129/1678 [=>............................] - ETA: 14:51 - loss: 0.5941 - mae: 0.9658 130/1678 [=>............................] - ETA: 14:51 - loss: 0.5954 - mae: 0.9676 131/1678 [=>............................] - ETA: 14:50 - loss: 0.5952 - mae: 0.9670 132/1678 [=>............................] - ETA: 14:50 - loss: 0.5950 - mae: 0.9666 133/1678 [=>............................] - ETA: 14:49 - loss: 0.5961 - mae: 0.9682 134/1678 [=>............................] - ETA: 14:49 - loss: 0.5957 - mae: 0.9678 135/1678 [=>............................] - ETA: 14:48 - loss: 0.5971 - mae: 0.9698 136/1678 [=>............................] - ETA: 14:47 - loss: 0.5956 - mae: 0.9679 137/1678 [=>............................] - ETA: 14:47 - loss: 0.5933 - mae: 0.9647 138/1678 [=>............................] - ETA: 14:46 - loss: 0.5945 - mae: 0.9663 139/1678 [=>............................] - ETA: 14:46 - loss: 0.5935 - mae: 0.9646 140/1678 [=>............................] - ETA: 14:45 - loss: 0.5934 - mae: 0.9647 141/1678 [=>............................] - ETA: 14:45 - loss: 0.5923 - mae: 0.9634 142/1678 [=>............................] - ETA: 14:44 - loss: 0.5921 - mae: 0.9629 143/1678 [=>............................] - ETA: 14:44 - loss: 0.5912 - mae: 0.9621 144/1678 [=>............................] - ETA: 14:43 - loss: 0.5917 - mae: 0.9629 145/1678 [=>............................] - ETA: 14:42 - loss: 0.5914 - mae: 0.9627 146/1678 [=>............................] - ETA: 14:42 - loss: 0.5908 - mae: 0.9622 147/1678 [=>............................] - ETA: 14:41 - loss: 0.5910 - mae: 0.9625 148/1678 [=>............................] - ETA: 14:41 - loss: 0.5901 - mae: 0.9613 149/1678 [=>............................] - ETA: 14:40 - loss: 0.5888 - mae: 0.9594 150/1678 [=>............................] - ETA: 14:39 - 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loss: 0.5905 - mae: 0.9622 199/1678 [==>...........................] - ETA: 14:11 - loss: 0.5909 - mae: 0.9629 200/1678 [==>...........................] - ETA: 14:11 - loss: 0.5898 - mae: 0.9614 201/1678 [==>...........................] - ETA: 14:10 - loss: 0.5906 - mae: 0.9626 202/1678 [==>...........................] - ETA: 14:10 - loss: 0.5921 - mae: 0.9645 203/1678 [==>...........................] - ETA: 14:09 - loss: 0.5916 - mae: 0.9640 204/1678 [==>...........................] - ETA: 14:08 - loss: 0.5907 - mae: 0.9627 205/1678 [==>...........................] - ETA: 14:08 - loss: 0.5898 - mae: 0.9614 206/1678 [==>...........................] - ETA: 14:07 - loss: 0.5897 - mae: 0.9616 207/1678 [==>...........................] - ETA: 14:07 - loss: 0.5889 - mae: 0.9602 208/1678 [==>...........................] - ETA: 14:06 - loss: 0.5905 - mae: 0.9619 209/1678 [==>...........................] - ETA: 14:05 - loss: 0.5910 - mae: 0.9624 210/1678 [==>...........................] - ETA: 14:05 - 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ETA: 6s - loss: 0.5614 - mae: 0.9194 1667/1678 [============================>.] - ETA: 6s - loss: 0.5614 - mae: 0.9194 1668/1678 [============================>.] - ETA: 5s - loss: 0.5615 - mae: 0.9195 1669/1678 [============================>.] - ETA: 5s - loss: 0.5616 - mae: 0.9196 1670/1678 [============================>.] - ETA: 4s - loss: 0.5616 - mae: 0.9196 1671/1678 [============================>.] - ETA: 4s - loss: 0.5614 - mae: 0.9193 1672/1678 [============================>.] - ETA: 3s - loss: 0.5612 - mae: 0.9190 1673/1678 [============================>.] - ETA: 2s - loss: 0.5613 - mae: 0.9191 1674/1678 [============================>.] - ETA: 2s - loss: 0.5614 - mae: 0.9192 1675/1678 [============================>.] - ETA: 1s - loss: 0.5613 - mae: 0.9190 1676/1678 [============================>.] - ETA: 1s - loss: 0.5611 - mae: 0.9188 1677/1678 [============================>.] - ETA: 0s - loss: 0.5610 - mae: 0.9186 Epoch 00017: val_loss improved from 0.62727 to 0.61400, saving model to distance.hdf5  1678/1678 [==============================] - 982s 585ms/step - loss: 0.5612 - mae: 0.9189 - val_loss: 0.6140 - val_mae: 0.9703 Epoch 18/64 1/1678 [..............................] - ETA: 16:03 - loss: 0.1027 - mae: 0.2111 2/1678 [..............................] - ETA: 16:01 - loss: 0.3077 - mae: 0.5458 3/1678 [..............................] - ETA: 16:01 - loss: 0.3972 - mae: 0.6870 4/1678 [..............................] - ETA: 16:00 - loss: 0.5098 - mae: 0.8436 5/1678 [..............................] - ETA: 16:00 - loss: 0.5114 - mae: 0.8450 6/1678 [..............................] - ETA: 16:00 - loss: 0.5198 - mae: 0.8710 7/1678 [..............................] - ETA: 16:00 - loss: 0.5229 - mae: 0.8785 8/1678 [..............................] - ETA: 16:00 - loss: 0.5282 - mae: 0.8904 9/1678 [..............................] - ETA: 15:59 - loss: 0.5238 - mae: 0.8893 10/1678 [..............................] - ETA: 15:58 - loss: 0.5405 - mae: 0.9114 11/1678 [..............................] - ETA: 15:57 - loss: 0.5380 - mae: 0.9105 12/1678 [..............................] - 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ETA: 4s - loss: 0.5558 - mae: 0.9121 1671/1678 [============================>.] - ETA: 4s - loss: 0.5555 - mae: 0.9118 1672/1678 [============================>.] - ETA: 3s - loss: 0.5555 - mae: 0.9118 1673/1678 [============================>.] - ETA: 2s - loss: 0.5555 - mae: 0.9117 1674/1678 [============================>.] - ETA: 2s - loss: 0.5555 - mae: 0.9118 1675/1678 [============================>.] - ETA: 1s - loss: 0.5555 - mae: 0.9117 1676/1678 [============================>.] - ETA: 1s - loss: 0.5555 - mae: 0.9117 1677/1678 [============================>.] - ETA: 0s - loss: 0.5554 - mae: 0.9116 Epoch 00018: val_loss did not improve from 0.61400  1678/1678 [==============================] - 981s 585ms/step - loss: 0.5553 - mae: 0.9115 - val_loss: 0.6545 - val_mae: 1.0074 Epoch 19/64 1/1678 [..............................] - ETA: 16:39 - loss: 0.6561 - mae: 1.0820 2/1678 [..............................] - ETA: 16:33 - loss: 0.5860 - mae: 0.9529 3/1678 [..............................] - 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mae: 0.9059 65/1678 [>.............................] - ETA: 15:29 - loss: 0.5497 - mae: 0.9032 66/1678 [>.............................] - ETA: 15:29 - loss: 0.5468 - mae: 0.8987 67/1678 [>.............................] - ETA: 15:28 - loss: 0.5447 - mae: 0.8970 68/1678 [>.............................] - ETA: 15:28 - loss: 0.5484 - mae: 0.9022 69/1678 [>.............................] - ETA: 15:27 - loss: 0.5473 - mae: 0.9018 70/1678 [>.............................] - ETA: 15:27 - loss: 0.5480 - mae: 0.9031 71/1678 [>.............................] - ETA: 15:26 - loss: 0.5479 - mae: 0.9039 72/1678 [>.............................] - ETA: 15:25 - loss: 0.5485 - mae: 0.9040 73/1678 [>.............................] - ETA: 15:25 - loss: 0.5484 - mae: 0.9041 74/1678 [>.............................] - ETA: 15:24 - loss: 0.5489 - mae: 0.9046 75/1678 [>.............................] - ETA: 15:23 - loss: 0.5576 - mae: 0.9157 76/1678 [>.............................] - ETA: 15:23 - loss: 0.5572 - mae: 0.9156 77/1678 [>.............................] - 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loss: 0.5515 - mae: 0.9055 90/1678 [>.............................] - ETA: 15:15 - loss: 0.5531 - mae: 0.9077 91/1678 [>.............................] - ETA: 15:14 - loss: 0.5486 - mae: 0.9007 92/1678 [>.............................] - ETA: 15:13 - loss: 0.5467 - mae: 0.8979 93/1678 [>.............................] - ETA: 15:13 - loss: 0.5448 - mae: 0.8941 94/1678 [>.............................] - ETA: 15:12 - loss: 0.5467 - mae: 0.8966 95/1678 [>.............................] - ETA: 15:12 - loss: 0.5487 - mae: 0.8994 96/1678 [>.............................] - ETA: 15:11 - loss: 0.5470 - mae: 0.8971 97/1678 [>.............................] - ETA: 15:10 - loss: 0.5448 - mae: 0.8944 98/1678 [>.............................] - ETA: 15:10 - loss: 0.5445 - mae: 0.8944 99/1678 [>.............................] - ETA: 15:09 - loss: 0.5424 - mae: 0.8917 100/1678 [>.............................] - ETA: 15:09 - loss: 0.5433 - mae: 0.8932 101/1678 [>.............................] - ETA: 15:08 - loss: 0.5421 - 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loss: 0.5531 - mae: 0.9089  1662/1678 [============================>.] - ETA: 9s - loss: 0.5529 - mae: 0.9087 1663/1678 [============================>.] - ETA: 8s - loss: 0.5528 - mae: 0.9086 1664/1678 [============================>.] - ETA: 8s - loss: 0.5527 - mae: 0.9085 1665/1678 [============================>.] - ETA: 7s - loss: 0.5527 - mae: 0.9085 1666/1678 [============================>.] - ETA: 6s - loss: 0.5529 - mae: 0.9087 1667/1678 [============================>.] - ETA: 6s - loss: 0.5529 - mae: 0.9087 1668/1678 [============================>.] - ETA: 5s - loss: 0.5528 - mae: 0.9085 1669/1678 [============================>.] - ETA: 5s - loss: 0.5528 - mae: 0.9086 1670/1678 [============================>.] - ETA: 4s - loss: 0.5530 - mae: 0.9088 1671/1678 [============================>.] - ETA: 4s - loss: 0.5528 - mae: 0.9085 1672/1678 [============================>.] - ETA: 3s - loss: 0.5528 - mae: 0.9085 1673/1678 [============================>.] - ETA: 2s - loss: 0.5530 - mae: 0.9088 1674/1678 [============================>.] - ETA: 2s - loss: 0.5529 - mae: 0.9086 1675/1678 [============================>.] - ETA: 1s - loss: 0.5530 - mae: 0.9087 1676/1678 [============================>.] - ETA: 1s - loss: 0.5528 - mae: 0.9085 1677/1678 [============================>.] - ETA: 0s - loss: 0.5529 - mae: 0.9087 Epoch 00019: val_loss did not improve from 0.61400  1678/1678 [==============================] - 985s 587ms/step - loss: 0.5530 - mae: 0.9088 - val_loss: 0.6331 - val_mae: 0.9864 Epoch 20/64 1/1678 [..............................] - ETA: 16:03 - loss: 1.0370 - mae: 1.5241 2/1678 [..............................] - ETA: 16:02 - loss: 0.9359 - mae: 1.3924 3/1678 [..............................] - ETA: 16:01 - loss: 0.7931 - mae: 1.2202 4/1678 [..............................] - ETA: 16:02 - loss: 0.7561 - mae: 1.1899 5/1678 [..............................] - ETA: 16:02 - loss: 0.6375 - mae: 1.0149 6/1678 [..............................] - ETA: 16:02 - loss: 0.6400 - mae: 1.0242 7/1678 [..............................] - ETA: 16:01 - loss: 0.5827 - mae: 0.9383 8/1678 [..............................] - ETA: 16:00 - loss: 0.5817 - mae: 0.9374 9/1678 [..............................] - ETA: 15:59 - loss: 0.5761 - mae: 0.9332 10/1678 [..............................] - ETA: 16:00 - loss: 0.5737 - mae: 0.9344 11/1678 [..............................] - ETA: 15:59 - loss: 0.5559 - mae: 0.9095 12/1678 [..............................] - ETA: 15:58 - loss: 0.5649 - mae: 0.9180 13/1678 [..............................] - ETA: 15:58 - loss: 0.5442 - mae: 0.8889 14/1678 [..............................] - ETA: 15:58 - loss: 0.5588 - mae: 0.9061 15/1678 [..............................] - ETA: 15:57 - loss: 0.5417 - mae: 0.8848 16/1678 [..............................] - ETA: 15:57 - loss: 0.5341 - mae: 0.8690 17/1678 [..............................] - ETA: 15:56 - loss: 0.5344 - mae: 0.8709 18/1678 [..............................] - ETA: 15:56 - loss: 0.5275 - mae: 0.8618 19/1678 [..............................] - ETA: 15:55 - loss: 0.5262 - mae: 0.8631 20/1678 [..............................] - ETA: 15:54 - loss: 0.5282 - mae: 0.8678 21/1678 [..............................] - ETA: 15:53 - loss: 0.5142 - mae: 0.8504 22/1678 [..............................] - ETA: 15:53 - loss: 0.5181 - mae: 0.8533 23/1678 [..............................] - ETA: 15:52 - loss: 0.5166 - mae: 0.8526 24/1678 [..............................] - ETA: 15:52 - loss: 0.5169 - mae: 0.8553 25/1678 [..............................] - ETA: 15:51 - loss: 0.5170 - mae: 0.8572 26/1678 [..............................] - ETA: 15:50 - loss: 0.5154 - mae: 0.8519 27/1678 [..............................] - ETA: 15:50 - loss: 0.5062 - mae: 0.8386 28/1678 [..............................] - ETA: 15:49 - loss: 0.5089 - mae: 0.8448 29/1678 [..............................] - ETA: 15:48 - loss: 0.5113 - mae: 0.8485 30/1678 [..............................] - ETA: 15:48 - loss: 0.5114 - mae: 0.8475 31/1678 [..............................] - ETA: 15:47 - loss: 0.5062 - mae: 0.8401 32/1678 [..............................] - ETA: 15:47 - loss: 0.5073 - mae: 0.8431 33/1678 [..............................] - ETA: 15:46 - loss: 0.5021 - mae: 0.8353 34/1678 [..............................] - ETA: 15:45 - loss: 0.4977 - mae: 0.8294 35/1678 [..............................] - ETA: 15:45 - loss: 0.4976 - mae: 0.8297 36/1678 [..............................] - ETA: 15:44 - loss: 0.4968 - mae: 0.8298 37/1678 [..............................] - ETA: 15:45 - loss: 0.4998 - mae: 0.8350 38/1678 [..............................] - ETA: 15:44 - loss: 0.4976 - mae: 0.8313 39/1678 [..............................] - ETA: 15:44 - loss: 0.4950 - mae: 0.8282 40/1678 [..............................] - ETA: 15:43 - loss: 0.4951 - mae: 0.8297 41/1678 [..............................] - ETA: 15:42 - loss: 0.4985 - mae: 0.8357 42/1678 [..............................] - ETA: 15:42 - loss: 0.5061 - mae: 0.8444 43/1678 [..............................] - ETA: 15:41 - loss: 0.5060 - mae: 0.8430 44/1678 [..............................] - ETA: 15:40 - loss: 0.5051 - mae: 0.8432 45/1678 [..............................] - ETA: 15:40 - loss: 0.5105 - mae: 0.8484 46/1678 [..............................] - ETA: 15:39 - loss: 0.5056 - mae: 0.8417 47/1678 [..............................] - ETA: 15:38 - loss: 0.5072 - mae: 0.8428 48/1678 [..............................] - ETA: 15:38 - loss: 0.5090 - mae: 0.8449 49/1678 [..............................] - ETA: 15:37 - loss: 0.5186 - mae: 0.8576 50/1678 [..............................] - ETA: 15:37 - loss: 0.5211 - mae: 0.8619 51/1678 [..............................] - ETA: 15:36 - loss: 0.5146 - mae: 0.8513 52/1678 [..............................] - ETA: 15:36 - loss: 0.5122 - mae: 0.8475 53/1678 [..............................] - ETA: 15:35 - loss: 0.5135 - mae: 0.8490 54/1678 [..............................] - ETA: 15:34 - loss: 0.5156 - mae: 0.8528 55/1678 [..............................] - ETA: 15:34 - loss: 0.5195 - mae: 0.8582 56/1678 [>.............................] - ETA: 15:33 - loss: 0.5233 - mae: 0.8651 57/1678 [>.............................] - ETA: 15:33 - loss: 0.5209 - mae: 0.8627 58/1678 [>.............................] - ETA: 15:32 - loss: 0.5309 - mae: 0.8751 59/1678 [>.............................] - ETA: 15:31 - loss: 0.5362 - mae: 0.8825 60/1678 [>.............................] - ETA: 15:31 - loss: 0.5320 - mae: 0.8766 61/1678 [>.............................] - ETA: 15:30 - loss: 0.5348 - mae: 0.8815 62/1678 [>.............................] - ETA: 15:30 - loss: 0.5322 - mae: 0.8776 63/1678 [>.............................] - ETA: 15:29 - loss: 0.5323 - mae: 0.8787 64/1678 [>.............................] - ETA: 15:29 - loss: 0.5318 - mae: 0.8781 65/1678 [>.............................] - ETA: 15:28 - loss: 0.5303 - mae: 0.8754 66/1678 [>.............................] - ETA: 15:27 - loss: 0.5310 - mae: 0.8759 67/1678 [>.............................] - ETA: 15:27 - loss: 0.5278 - mae: 0.8718 68/1678 [>.............................] - ETA: 15:26 - loss: 0.5290 - mae: 0.8741 69/1678 [>.............................] - ETA: 15:26 - loss: 0.5297 - mae: 0.8756 70/1678 [>.............................] - ETA: 15:25 - loss: 0.5270 - mae: 0.8723 71/1678 [>.............................] - ETA: 15:24 - loss: 0.5282 - mae: 0.8741 72/1678 [>.............................] - ETA: 15:24 - loss: 0.5258 - mae: 0.8707 73/1678 [>.............................] - ETA: 15:23 - loss: 0.5251 - mae: 0.8704 74/1678 [>.............................] - ETA: 15:23 - loss: 0.5262 - mae: 0.8709 75/1678 [>.............................] - ETA: 15:22 - loss: 0.5258 - mae: 0.8697 76/1678 [>.............................] - ETA: 15:21 - loss: 0.5274 - mae: 0.8712 77/1678 [>.............................] - ETA: 15:21 - loss: 0.5268 - mae: 0.8716 78/1678 [>.............................] - ETA: 15:20 - loss: 0.5258 - mae: 0.8700 79/1678 [>.............................] - ETA: 15:20 - loss: 0.5268 - mae: 0.8707 80/1678 [>.............................] - ETA: 15:19 - loss: 0.5244 - mae: 0.8681 81/1678 [>.............................] - ETA: 15:19 - loss: 0.5252 - mae: 0.8690 82/1678 [>.............................] - ETA: 15:18 - loss: 0.5294 - mae: 0.8747 83/1678 [>.............................] - ETA: 15:17 - loss: 0.5300 - mae: 0.8760 84/1678 [>.............................] - ETA: 15:17 - loss: 0.5303 - mae: 0.8776 85/1678 [>.............................] - ETA: 15:16 - loss: 0.5327 - mae: 0.8804 86/1678 [>.............................] - ETA: 15:16 - loss: 0.5317 - mae: 0.8791 87/1678 [>.............................] - ETA: 15:15 - loss: 0.5320 - mae: 0.8795 88/1678 [>.............................] - ETA: 15:15 - loss: 0.5358 - mae: 0.8845 89/1678 [>.............................] - ETA: 15:14 - loss: 0.5389 - mae: 0.8887 90/1678 [>.............................] - ETA: 15:13 - loss: 0.5395 - mae: 0.8901 91/1678 [>.............................] - ETA: 15:13 - loss: 0.5372 - mae: 0.8872 92/1678 [>.............................] - ETA: 15:12 - loss: 0.5407 - mae: 0.8919 93/1678 [>.............................] - ETA: 15:12 - loss: 0.5394 - mae: 0.8910 94/1678 [>.............................] - ETA: 15:11 - loss: 0.5413 - mae: 0.8922 95/1678 [>.............................] - ETA: 15:10 - loss: 0.5392 - mae: 0.8890 96/1678 [>.............................] - ETA: 15:10 - loss: 0.5417 - mae: 0.8921 97/1678 [>.............................] - ETA: 15:09 - loss: 0.5428 - mae: 0.8933 98/1678 [>.............................] - ETA: 15:09 - loss: 0.5414 - mae: 0.8906 99/1678 [>.............................] - ETA: 15:08 - loss: 0.5429 - mae: 0.8929 100/1678 [>.............................] - ETA: 15:07 - loss: 0.5413 - mae: 0.8906 101/1678 [>.............................] - ETA: 15:07 - loss: 0.5382 - mae: 0.8857 102/1678 [>.............................] - ETA: 15:06 - loss: 0.5378 - mae: 0.8857 103/1678 [>.............................] - ETA: 15:06 - loss: 0.5364 - mae: 0.8845 104/1678 [>.............................] - ETA: 15:05 - loss: 0.5342 - mae: 0.8813 105/1678 [>.............................] - ETA: 15:04 - loss: 0.5311 - mae: 0.8768 106/1678 [>.............................] - ETA: 15:04 - loss: 0.5280 - mae: 0.8718 107/1678 [>.............................] - ETA: 15:03 - loss: 0.5252 - mae: 0.8673 108/1678 [>.............................] - ETA: 15:03 - loss: 0.5221 - mae: 0.8625 109/1678 [>.............................] - ETA: 15:02 - loss: 0.5218 - mae: 0.8620 110/1678 [>.............................] - ETA: 15:02 - loss: 0.5234 - mae: 0.8640 111/1678 [>.............................] - ETA: 15:01 - loss: 0.5234 - mae: 0.8643 112/1678 [=>............................] - ETA: 15:00 - loss: 0.5243 - mae: 0.8660 113/1678 [=>............................] - ETA: 15:00 - loss: 0.5230 - mae: 0.8644 114/1678 [=>............................] - ETA: 14:59 - loss: 0.5243 - mae: 0.8665 115/1678 [=>............................] - ETA: 14:58 - loss: 0.5241 - mae: 0.8668 116/1678 [=>............................] - ETA: 14:58 - loss: 0.5227 - mae: 0.8650 117/1678 [=>............................] - ETA: 14:57 - loss: 0.5253 - mae: 0.8685 118/1678 [=>............................] - ETA: 14:57 - loss: 0.5236 - mae: 0.8662 119/1678 [=>............................] - ETA: 14:56 - loss: 0.5217 - mae: 0.8633 120/1678 [=>............................] - ETA: 14:56 - loss: 0.5184 - mae: 0.8583 121/1678 [=>............................] - ETA: 14:55 - loss: 0.5204 - mae: 0.8611 122/1678 [=>............................] - ETA: 14:54 - loss: 0.5207 - mae: 0.8619 123/1678 [=>............................] - ETA: 14:54 - loss: 0.5208 - mae: 0.8622 124/1678 [=>............................] - ETA: 14:53 - loss: 0.5220 - mae: 0.8640 125/1678 [=>............................] - ETA: 14:53 - loss: 0.5234 - mae: 0.8663 126/1678 [=>............................] - ETA: 14:52 - loss: 0.5257 - mae: 0.8695 127/1678 [=>............................] - ETA: 14:51 - loss: 0.5242 - mae: 0.8680 128/1678 [=>............................] - ETA: 14:51 - loss: 0.5222 - mae: 0.8649 129/1678 [=>............................] - ETA: 14:50 - loss: 0.5238 - mae: 0.8671 130/1678 [=>............................] - ETA: 14:50 - loss: 0.5255 - mae: 0.8693 131/1678 [=>............................] - ETA: 14:49 - loss: 0.5264 - mae: 0.8705 132/1678 [=>............................] - ETA: 14:49 - loss: 0.5236 - mae: 0.8662 133/1678 [=>............................] - ETA: 14:48 - loss: 0.5223 - mae: 0.8644 134/1678 [=>............................] - ETA: 14:47 - loss: 0.5241 - mae: 0.8669 135/1678 [=>............................] - ETA: 14:47 - loss: 0.5225 - mae: 0.8650 136/1678 [=>............................] - ETA: 14:46 - loss: 0.5250 - mae: 0.8676 137/1678 [=>............................] - ETA: 14:46 - loss: 0.5264 - mae: 0.8697 138/1678 [=>............................] - ETA: 14:45 - loss: 0.5266 - mae: 0.8703 139/1678 [=>............................] - ETA: 14:44 - loss: 0.5265 - mae: 0.8702 140/1678 [=>............................] - ETA: 14:44 - loss: 0.5262 - mae: 0.8692 141/1678 [=>............................] - 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mae: 0.9018 Epoch 00020: val_loss did not improve from 0.61400  1678/1678 [==============================] - 977s 582ms/step - loss: 0.5475 - mae: 0.9018 - val_loss: 0.6161 - val_mae: 0.9903 Epoch 21/64 1/1678 [..............................] - ETA: 16:21 - loss: 0.5941 - mae: 0.9849 2/1678 [..............................] - ETA: 16:11 - loss: 0.4633 - mae: 0.7877 3/1678 [..............................] - ETA: 16:08 - loss: 0.5782 - mae: 0.9442 4/1678 [..............................] - ETA: 16:04 - loss: 0.5251 - mae: 0.8892 5/1678 [..............................] - ETA: 16:03 - loss: 0.5232 - mae: 0.8763 6/1678 [..............................] - ETA: 16:02 - loss: 0.5821 - mae: 0.9507 7/1678 [..............................] - ETA: 16:04 - loss: 0.5500 - mae: 0.9080 8/1678 [..............................] - ETA: 16:03 - loss: 0.5321 - mae: 0.8868 9/1678 [..............................] - ETA: 16:02 - loss: 0.5254 - mae: 0.8767 10/1678 [..............................] - ETA: 16:01 - loss: 0.5038 - 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mae: 0.9099 48/1678 [..............................] - ETA: 15:40 - loss: 0.5513 - mae: 0.9131 49/1678 [..............................] - ETA: 15:40 - loss: 0.5496 - mae: 0.9097 50/1678 [..............................] - ETA: 15:39 - loss: 0.5500 - mae: 0.9103 51/1678 [..............................] - ETA: 15:39 - loss: 0.5523 - mae: 0.9135 52/1678 [..............................] - ETA: 15:38 - loss: 0.5522 - mae: 0.9126 53/1678 [..............................] - ETA: 15:38 - loss: 0.5517 - mae: 0.9126 54/1678 [..............................] - ETA: 15:37 - loss: 0.5495 - mae: 0.9103 55/1678 [..............................] - ETA: 15:37 - loss: 0.5435 - mae: 0.9011 56/1678 [>.............................] - ETA: 15:36 - loss: 0.5420 - mae: 0.8984 57/1678 [>.............................] - ETA: 15:35 - loss: 0.5419 - mae: 0.8987 58/1678 [>.............................] - ETA: 15:35 - loss: 0.5430 - mae: 0.9012 59/1678 [>.............................] - ETA: 15:34 - loss: 0.5463 - mae: 0.9047 60/1678 [>.............................] - ETA: 15:33 - loss: 0.5423 - mae: 0.8995 61/1678 [>.............................] - ETA: 15:33 - loss: 0.5417 - mae: 0.8991 62/1678 [>.............................] - ETA: 15:32 - loss: 0.5432 - mae: 0.9004 63/1678 [>.............................] - ETA: 15:32 - loss: 0.5457 - mae: 0.9037 64/1678 [>.............................] - ETA: 15:31 - loss: 0.5426 - mae: 0.8988 65/1678 [>.............................] - ETA: 15:30 - loss: 0.5397 - mae: 0.8944 66/1678 [>.............................] - ETA: 15:30 - loss: 0.5378 - mae: 0.8920 67/1678 [>.............................] - ETA: 15:29 - loss: 0.5345 - mae: 0.8876 68/1678 [>.............................] - ETA: 15:29 - loss: 0.5388 - mae: 0.8931 69/1678 [>.............................] - ETA: 15:28 - loss: 0.5352 - mae: 0.8889 70/1678 [>.............................] - ETA: 15:27 - loss: 0.5345 - mae: 0.8882 71/1678 [>.............................] - ETA: 16:47 - loss: 0.5358 - mae: 0.8900 72/1678 [>.............................] - ETA: 16:45 - 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mae: 0.8927 85/1678 [>.............................] - ETA: 16:25 - loss: 0.5375 - mae: 0.8940 86/1678 [>.............................] - ETA: 16:23 - loss: 0.5379 - mae: 0.8953 87/1678 [>.............................] - ETA: 16:22 - loss: 0.5548 - mae: 0.9136 88/1678 [>.............................] - ETA: 16:20 - loss: 0.5543 - mae: 0.9134 89/1678 [>.............................] - ETA: 16:19 - loss: 0.5564 - mae: 0.9163 90/1678 [>.............................] - ETA: 16:18 - loss: 0.5597 - mae: 0.9208 91/1678 [>.............................] - ETA: 16:16 - loss: 0.5607 - mae: 0.9221 92/1678 [>.............................] - ETA: 16:15 - loss: 0.5615 - mae: 0.9233 93/1678 [>.............................] - ETA: 16:14 - loss: 0.5608 - mae: 0.9218 94/1678 [>.............................] - ETA: 16:12 - loss: 0.5582 - mae: 0.9180 95/1678 [>.............................] - ETA: 16:11 - loss: 0.5612 - mae: 0.9222 96/1678 [>.............................] - ETA: 16:10 - loss: 0.5630 - mae: 0.9248 97/1678 [>.............................] - 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loss: 0.5392 - mae: 0.8916 1657/1678 [============================>.] - ETA: 12s - loss: 0.5391 - mae: 0.8915 1658/1678 [============================>.] - ETA: 11s - loss: 0.5391 - mae: 0.8914 1659/1678 [============================>.] - ETA: 11s - loss: 0.5392 - mae: 0.8916 1660/1678 [============================>.] - ETA: 10s - loss: 0.5392 - mae: 0.8915 1661/1678 [============================>.] - ETA: 9s - loss: 0.5392 - mae: 0.8916  1662/1678 [============================>.] - ETA: 9s - loss: 0.5395 - mae: 0.8920 1663/1678 [============================>.] - ETA: 8s - loss: 0.5397 - mae: 0.8922 1664/1678 [============================>.] - ETA: 8s - loss: 0.5397 - mae: 0.8923 1665/1678 [============================>.] - ETA: 7s - loss: 0.5396 - mae: 0.8920 1666/1678 [============================>.] - ETA: 6s - loss: 0.5395 - mae: 0.8919 1667/1678 [============================>.] - ETA: 6s - loss: 0.5393 - mae: 0.8917 1668/1678 [============================>.] - ETA: 5s - loss: 0.5395 - mae: 0.8920 1669/1678 [============================>.] - ETA: 5s - loss: 0.5396 - mae: 0.8920 1670/1678 [============================>.] - ETA: 4s - loss: 0.5396 - mae: 0.8920 1671/1678 [============================>.] - ETA: 4s - loss: 0.5398 - mae: 0.8923 1672/1678 [============================>.] - ETA: 3s - loss: 0.5396 - mae: 0.8920 1673/1678 [============================>.] - ETA: 2s - loss: 0.5396 - mae: 0.8921 1674/1678 [============================>.] - ETA: 2s - loss: 0.5396 - mae: 0.8921 1675/1678 [============================>.] - ETA: 1s - loss: 0.5397 - mae: 0.8922 1676/1678 [============================>.] - ETA: 1s - loss: 0.5397 - mae: 0.8923 1677/1678 [============================>.] - ETA: 0s - loss: 0.5397 - mae: 0.8922 Epoch 00021: val_loss improved from 0.61400 to 0.59547, saving model to distance.hdf5  1678/1678 [==============================] - 985s 587ms/step - loss: 0.5397 - mae: 0.8923 - val_loss: 0.5955 - val_mae: 0.9642 Epoch 22/64 1/1678 [..............................] - ETA: 16:39 - loss: 0.5599 - mae: 0.9674 2/1678 [..............................] - ETA: 16:20 - loss: 0.4613 - mae: 0.8540 3/1678 [..............................] - ETA: 16:13 - loss: 0.5319 - mae: 0.9236 4/1678 [..............................] - ETA: 16:09 - loss: 0.4956 - mae: 0.8661 5/1678 [..............................] - ETA: 16:08 - loss: 0.5607 - mae: 0.9595 6/1678 [..............................] - ETA: 16:05 - loss: 0.5769 - mae: 0.9793 7/1678 [..............................] - ETA: 16:04 - loss: 0.5624 - mae: 0.9533 8/1678 [..............................] - ETA: 16:03 - loss: 0.5752 - mae: 0.9576 9/1678 [..............................] - ETA: 16:02 - loss: 0.5790 - mae: 0.9655 10/1678 [..............................] - ETA: 16:01 - loss: 0.5927 - mae: 0.9860 11/1678 [..............................] - ETA: 16:00 - loss: 0.5630 - mae: 0.9438 12/1678 [..............................] - ETA: 15:59 - loss: 0.5632 - mae: 0.9434 13/1678 [..............................] - ETA: 15:58 - 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ETA: 3s - loss: 0.5377 - mae: 0.8895 1673/1678 [============================>.] - ETA: 2s - loss: 0.5378 - mae: 0.8896 1674/1678 [============================>.] - ETA: 2s - loss: 0.5379 - mae: 0.8898 1675/1678 [============================>.] - ETA: 1s - loss: 0.5379 - mae: 0.8899 1676/1678 [============================>.] - ETA: 1s - loss: 0.5380 - mae: 0.8899 1677/1678 [============================>.] - ETA: 0s - loss: 0.5380 - mae: 0.8899 Epoch 00022: val_loss did not improve from 0.59547  1678/1678 [==============================] - 980s 584ms/step - loss: 0.5379 - mae: 0.8899 - val_loss: 0.5995 - val_mae: 0.9618 Epoch 23/64 1/1678 [..............................] - ETA: 16:16 - loss: 0.4893 - mae: 0.7750 2/1678 [..............................] - ETA: 16:12 - loss: 0.4028 - mae: 0.7024 3/1678 [..............................] - ETA: 16:08 - loss: 0.3737 - mae: 0.6565 4/1678 [..............................] - ETA: 16:07 - loss: 0.4163 - mae: 0.7281 5/1678 [..............................] - 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mae: 0.9111 67/1678 [>.............................] - ETA: 15:31 - loss: 0.5462 - mae: 0.9091 68/1678 [>.............................] - ETA: 15:30 - loss: 0.5494 - mae: 0.9136 69/1678 [>.............................] - ETA: 15:29 - loss: 0.5439 - mae: 0.9058 70/1678 [>.............................] - ETA: 15:29 - loss: 0.5444 - mae: 0.9071 71/1678 [>.............................] - ETA: 15:28 - loss: 0.5466 - mae: 0.9101 72/1678 [>.............................] - ETA: 15:27 - loss: 0.5469 - mae: 0.9111 73/1678 [>.............................] - ETA: 15:27 - loss: 0.5471 - mae: 0.9115 74/1678 [>.............................] - ETA: 15:26 - loss: 0.5472 - mae: 0.9125 75/1678 [>.............................] - ETA: 15:26 - loss: 0.5457 - mae: 0.9099 76/1678 [>.............................] - ETA: 15:25 - loss: 0.5478 - mae: 0.9126 77/1678 [>.............................] - ETA: 15:24 - loss: 0.5483 - mae: 0.9135 78/1678 [>.............................] - ETA: 15:24 - loss: 0.5533 - mae: 0.9197 79/1678 [>.............................] - ETA: 15:23 - loss: 0.5528 - mae: 0.9196 80/1678 [>.............................] - ETA: 15:23 - loss: 0.5552 - mae: 0.9218 81/1678 [>.............................] - ETA: 15:22 - loss: 0.5572 - mae: 0.9247 82/1678 [>.............................] - ETA: 15:21 - loss: 0.5558 - mae: 0.9233 83/1678 [>.............................] - ETA: 15:21 - loss: 0.5561 - mae: 0.9241 84/1678 [>.............................] - ETA: 15:20 - loss: 0.5555 - mae: 0.9239 85/1678 [>.............................] - ETA: 15:20 - loss: 0.5552 - mae: 0.9244 86/1678 [>.............................] - ETA: 15:19 - loss: 0.5555 - mae: 0.9249 87/1678 [>.............................] - ETA: 15:18 - loss: 0.5541 - mae: 0.9225 88/1678 [>.............................] - ETA: 15:18 - loss: 0.5530 - mae: 0.9203 89/1678 [>.............................] - ETA: 15:17 - loss: 0.5525 - mae: 0.9197 90/1678 [>.............................] - ETA: 15:16 - loss: 0.5519 - mae: 0.9186 91/1678 [>.............................] - ETA: 15:16 - loss: 0.5509 - mae: 0.9168 92/1678 [>.............................] - ETA: 15:15 - loss: 0.5528 - mae: 0.9197 93/1678 [>.............................] - ETA: 15:15 - loss: 0.5524 - mae: 0.9195 94/1678 [>.............................] - ETA: 15:14 - loss: 0.5524 - mae: 0.9188 95/1678 [>.............................] - ETA: 15:13 - loss: 0.5533 - mae: 0.9204 96/1678 [>.............................] - ETA: 15:13 - loss: 0.5531 - mae: 0.9198 97/1678 [>.............................] - ETA: 15:12 - loss: 0.5521 - mae: 0.9174 98/1678 [>.............................] - ETA: 15:12 - loss: 0.5537 - mae: 0.9192 99/1678 [>.............................] - ETA: 15:11 - loss: 0.5544 - mae: 0.9197 100/1678 [>.............................] - ETA: 15:10 - loss: 0.5565 - mae: 0.9228 101/1678 [>.............................] - ETA: 15:10 - loss: 0.5555 - mae: 0.9220 102/1678 [>.............................] - ETA: 15:09 - loss: 0.5550 - mae: 0.9209 103/1678 [>.............................] - ETA: 15:09 - 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mae: 0.8843 1676/1678 [============================>.] - ETA: 1s - loss: 0.5337 - mae: 0.8844 1677/1678 [============================>.] - ETA: 0s - loss: 0.5337 - mae: 0.8844 Epoch 00023: val_loss improved from 0.59547 to 0.58891, saving model to distance.hdf5  1678/1678 [==============================] - 982s 585ms/step - loss: 0.5338 - mae: 0.8845 - val_loss: 0.5889 - val_mae: 0.9501 Epoch 24/64 1/1678 [..............................] - ETA: 16:12 - loss: 0.2143 - mae: 0.4942 2/1678 [..............................] - ETA: 16:08 - loss: 0.3692 - mae: 0.7045 3/1678 [..............................] - ETA: 16:06 - loss: 0.3153 - mae: 0.6044 4/1678 [..............................] - ETA: 16:05 - loss: 0.2777 - mae: 0.5376 5/1678 [..............................] - ETA: 16:04 - loss: 0.3675 - mae: 0.6656 6/1678 [..............................] - ETA: 16:06 - loss: 0.3623 - mae: 0.6561 7/1678 [..............................] - ETA: 16:07 - loss: 0.3889 - mae: 0.6907 8/1678 [..............................] - ETA: 16:07 - loss: 0.3900 - mae: 0.6942 9/1678 [..............................] - ETA: 16:06 - loss: 0.3917 - mae: 0.6974 10/1678 [..............................] - ETA: 16:04 - loss: 0.4220 - mae: 0.7288 11/1678 [..............................] - ETA: 16:03 - loss: 0.4281 - mae: 0.7363 12/1678 [..............................] - ETA: 16:02 - loss: 0.4505 - mae: 0.7679 13/1678 [..............................] - ETA: 16:01 - loss: 0.4585 - mae: 0.7817 14/1678 [..............................] - ETA: 15:59 - loss: 0.4446 - mae: 0.7635 15/1678 [..............................] - ETA: 15:59 - loss: 0.4591 - mae: 0.7841 16/1678 [..............................] - ETA: 15:58 - loss: 0.4708 - mae: 0.8028 17/1678 [..............................] - ETA: 15:58 - loss: 0.4855 - mae: 0.8212 18/1678 [..............................] - ETA: 15:57 - loss: 0.4795 - mae: 0.8123 19/1678 [..............................] - ETA: 15:56 - loss: 0.4781 - mae: 0.8083 20/1678 [..............................] - ETA: 15:56 - loss: 0.5006 - mae: 0.8380 21/1678 [..............................] - ETA: 15:55 - loss: 0.4891 - mae: 0.8233 22/1678 [..............................] - ETA: 15:54 - loss: 0.4909 - mae: 0.8285 23/1678 [..............................] - ETA: 15:53 - loss: 0.4821 - mae: 0.8159 24/1678 [..............................] - ETA: 15:53 - loss: 0.4957 - mae: 0.8353 25/1678 [..............................] - ETA: 15:52 - loss: 0.5065 - mae: 0.8493 26/1678 [..............................] - ETA: 15:53 - loss: 0.5111 - mae: 0.8574 27/1678 [..............................] - ETA: 15:53 - loss: 0.5034 - mae: 0.8452 28/1678 [..............................] - ETA: 15:52 - loss: 0.5036 - mae: 0.8438 29/1678 [..............................] - ETA: 15:51 - loss: 0.5016 - mae: 0.8411 30/1678 [..............................] - ETA: 15:50 - loss: 0.5010 - mae: 0.8358 31/1678 [..............................] - ETA: 15:50 - loss: 0.5048 - mae: 0.8420 32/1678 [..............................] - ETA: 15:49 - loss: 0.4993 - mae: 0.8338 33/1678 [..............................] - ETA: 15:49 - loss: 0.4943 - mae: 0.8279 34/1678 [..............................] - ETA: 15:48 - loss: 0.4894 - mae: 0.8209 35/1678 [..............................] - ETA: 15:48 - loss: 0.4990 - mae: 0.8341 36/1678 [..............................] - ETA: 15:47 - loss: 0.4980 - mae: 0.8317 37/1678 [..............................] - ETA: 15:46 - loss: 0.4900 - mae: 0.8191 38/1678 [..............................] - ETA: 15:46 - loss: 0.4907 - mae: 0.8200 39/1678 [..............................] - ETA: 15:45 - loss: 0.4906 - mae: 0.8222 40/1678 [..............................] - ETA: 15:45 - loss: 0.4978 - mae: 0.8322 41/1678 [..............................] - ETA: 15:45 - loss: 0.5034 - mae: 0.8395 42/1678 [..............................] - ETA: 15:44 - loss: 0.5056 - mae: 0.8426 43/1678 [..............................] - ETA: 15:43 - loss: 0.5100 - mae: 0.8493 44/1678 [..............................] - ETA: 15:43 - loss: 0.5134 - mae: 0.8545 45/1678 [..............................] - ETA: 15:42 - loss: 0.5061 - mae: 0.8433 46/1678 [..............................] - ETA: 15:41 - loss: 0.5116 - mae: 0.8514 47/1678 [..............................] - ETA: 15:41 - loss: 0.5161 - mae: 0.8564 48/1678 [..............................] - ETA: 15:40 - loss: 0.5174 - mae: 0.8565 49/1678 [..............................] - ETA: 15:40 - loss: 0.5190 - mae: 0.8596 50/1678 [..............................] - ETA: 15:39 - loss: 0.5241 - mae: 0.8665 51/1678 [..............................] - ETA: 15:39 - loss: 0.5228 - mae: 0.8645 52/1678 [..............................] - ETA: 15:38 - loss: 0.5276 - mae: 0.8720 53/1678 [..............................] - ETA: 15:38 - loss: 0.5250 - mae: 0.8666 54/1678 [..............................] - ETA: 15:37 - loss: 0.5217 - mae: 0.8621 55/1678 [..............................] - ETA: 15:37 - loss: 0.5232 - mae: 0.8650 56/1678 [>.............................] - ETA: 15:36 - loss: 0.5275 - mae: 0.8709 57/1678 [>.............................] - ETA: 15:36 - loss: 0.5262 - mae: 0.8682 58/1678 [>.............................] - ETA: 15:35 - loss: 0.5258 - mae: 0.8668 59/1678 [>.............................] - ETA: 15:34 - loss: 0.5240 - mae: 0.8648 60/1678 [>.............................] - ETA: 15:34 - loss: 0.5238 - mae: 0.8649 61/1678 [>.............................] - ETA: 15:33 - loss: 0.5219 - mae: 0.8622 62/1678 [>.............................] - ETA: 15:33 - loss: 0.5204 - mae: 0.8612 63/1678 [>.............................] - ETA: 15:32 - loss: 0.5201 - mae: 0.8624 64/1678 [>.............................] - ETA: 15:31 - loss: 0.5217 - mae: 0.8649 65/1678 [>.............................] - ETA: 15:31 - loss: 0.5207 - mae: 0.8631 66/1678 [>.............................] - ETA: 15:30 - loss: 0.5212 - mae: 0.8647 67/1678 [>.............................] - ETA: 15:30 - loss: 0.5202 - mae: 0.8643 68/1678 [>.............................] - ETA: 15:29 - loss: 0.5188 - mae: 0.8622 69/1678 [>.............................] - ETA: 15:29 - loss: 0.5172 - mae: 0.8612 70/1678 [>.............................] - ETA: 15:28 - loss: 0.5119 - mae: 0.8527 71/1678 [>.............................] - ETA: 15:27 - loss: 0.5118 - mae: 0.8520 72/1678 [>.............................] - ETA: 15:27 - loss: 0.5142 - mae: 0.8556 73/1678 [>.............................] - ETA: 15:26 - loss: 0.5160 - mae: 0.8583 74/1678 [>.............................] - ETA: 15:26 - loss: 0.5132 - mae: 0.8539 75/1678 [>.............................] - ETA: 15:25 - loss: 0.5130 - mae: 0.8537 76/1678 [>.............................] - ETA: 15:24 - loss: 0.5139 - mae: 0.8549 77/1678 [>.............................] - ETA: 15:24 - loss: 0.5120 - mae: 0.8530 78/1678 [>.............................] - ETA: 15:23 - loss: 0.5116 - mae: 0.8523 79/1678 [>.............................] - ETA: 15:22 - loss: 0.5125 - mae: 0.8544 80/1678 [>.............................] - ETA: 15:22 - loss: 0.5117 - mae: 0.8540 81/1678 [>.............................] - ETA: 15:21 - loss: 0.5113 - mae: 0.8528 82/1678 [>.............................] - 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ETA: 6s - loss: 0.5326 - mae: 0.8823 1667/1678 [============================>.] - ETA: 6s - loss: 0.5326 - mae: 0.8823 1668/1678 [============================>.] - ETA: 5s - loss: 0.5327 - mae: 0.8825 1669/1678 [============================>.] - ETA: 5s - loss: 0.5328 - mae: 0.8826 1670/1678 [============================>.] - ETA: 4s - loss: 0.5329 - mae: 0.8828 1671/1678 [============================>.] - ETA: 4s - loss: 0.5330 - mae: 0.8829 1672/1678 [============================>.] - ETA: 3s - loss: 0.5329 - mae: 0.8828 1673/1678 [============================>.] - ETA: 2s - loss: 0.5328 - mae: 0.8825 1674/1678 [============================>.] - ETA: 2s - loss: 0.5328 - mae: 0.8826 1675/1678 [============================>.] - ETA: 1s - loss: 0.5328 - mae: 0.8825 1676/1678 [============================>.] - ETA: 1s - loss: 0.5326 - mae: 0.8823 1677/1678 [============================>.] - ETA: 0s - loss: 0.5328 - mae: 0.8825 Epoch 00024: val_loss improved from 0.58891 to 0.58498, saving model to distance.hdf5  1678/1678 [==============================] - 983s 586ms/step - loss: 0.5326 - mae: 0.8823 - val_loss: 0.5850 - val_mae: 0.9362 Epoch 25/64 1/1678 [..............................] - ETA: 16:09 - loss: 0.6942 - mae: 1.1146 2/1678 [..............................] - ETA: 16:06 - loss: 0.5548 - mae: 0.9262 3/1678 [..............................] - ETA: 16:03 - loss: 0.5003 - mae: 0.8462 4/1678 [..............................] - ETA: 16:01 - loss: 0.4511 - mae: 0.7865 5/1678 [..............................] - ETA: 16:01 - loss: 0.4497 - mae: 0.7744 6/1678 [..............................] - ETA: 16:02 - loss: 0.4344 - mae: 0.7579 7/1678 [..............................] - ETA: 16:02 - loss: 0.4180 - mae: 0.7341 8/1678 [..............................] - ETA: 16:01 - loss: 0.4280 - mae: 0.7509 9/1678 [..............................] - ETA: 16:00 - loss: 0.4425 - mae: 0.7615 10/1678 [..............................] - ETA: 15:59 - loss: 0.4502 - mae: 0.7707 11/1678 [..............................] - ETA: 15:59 - loss: 0.4576 - mae: 0.7846 12/1678 [..............................] - 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ETA: 4s - loss: 0.5270 - mae: 0.8757 1671/1678 [============================>.] - ETA: 4s - loss: 0.5272 - mae: 0.8759 1672/1678 [============================>.] - ETA: 3s - loss: 0.5272 - mae: 0.8759 1673/1678 [============================>.] - ETA: 2s - loss: 0.5271 - mae: 0.8758 1674/1678 [============================>.] - ETA: 2s - loss: 0.5270 - mae: 0.8757 1675/1678 [============================>.] - ETA: 1s - loss: 0.5269 - mae: 0.8754 1676/1678 [============================>.] - ETA: 1s - loss: 0.5268 - mae: 0.8752 1677/1678 [============================>.] - ETA: 0s - loss: 0.5269 - mae: 0.8755 Epoch 00025: val_loss did not improve from 0.58498  1678/1678 [==============================] - 981s 584ms/step - loss: 0.5269 - mae: 0.8755 - val_loss: 0.6065 - val_mae: 0.9596 Epoch 26/64 1/1678 [..............................] - ETA: 16:18 - loss: 0.3867 - mae: 0.6470 2/1678 [..............................] - ETA: 16:09 - loss: 0.5760 - mae: 0.9407 3/1678 [..............................] - ETA: 16:08 - loss: 0.5697 - mae: 0.9447 4/1678 [..............................] - ETA: 16:07 - loss: 0.5243 - mae: 0.8760 5/1678 [..............................] - ETA: 16:08 - loss: 0.5899 - mae: 0.9530 6/1678 [..............................] - ETA: 16:06 - loss: 0.5704 - mae: 0.9365 7/1678 [..............................] - ETA: 16:06 - loss: 0.5519 - mae: 0.9093 8/1678 [..............................] - ETA: 16:05 - loss: 0.5392 - mae: 0.8929 9/1678 [..............................] - ETA: 16:04 - loss: 0.5619 - mae: 0.9139 10/1678 [..............................] - ETA: 16:03 - loss: 0.5441 - mae: 0.8857 11/1678 [..............................] - ETA: 16:01 - loss: 0.5241 - mae: 0.8603 12/1678 [..............................] - ETA: 16:00 - loss: 0.5347 - mae: 0.8756 13/1678 [..............................] - ETA: 16:00 - loss: 0.5333 - mae: 0.8764 14/1678 [..............................] - ETA: 15:59 - loss: 0.5220 - mae: 0.8643 15/1678 [..............................] - ETA: 16:00 - loss: 0.5276 - mae: 0.8712 16/1678 [..............................] - ETA: 15:59 - loss: 0.5191 - mae: 0.8643 17/1678 [..............................] - ETA: 15:58 - loss: 0.5175 - mae: 0.8618 18/1678 [..............................] - ETA: 15:57 - loss: 0.5256 - mae: 0.8680 19/1678 [..............................] - ETA: 15:57 - loss: 0.5211 - mae: 0.8618 20/1678 [..............................] - ETA: 15:56 - loss: 0.5243 - mae: 0.8632 21/1678 [..............................] - ETA: 15:55 - loss: 0.5221 - mae: 0.8608 22/1678 [..............................] - ETA: 15:55 - loss: 0.5256 - mae: 0.8676 23/1678 [..............................] - ETA: 15:54 - loss: 0.5227 - mae: 0.8611 24/1678 [..............................] - ETA: 15:53 - loss: 0.5224 - mae: 0.8626 25/1678 [..............................] - ETA: 15:52 - loss: 0.5308 - mae: 0.8739 26/1678 [..............................] - ETA: 15:52 - loss: 0.5293 - mae: 0.8756 27/1678 [..............................] - ETA: 15:51 - loss: 0.5224 - mae: 0.8693 28/1678 [..............................] - ETA: 15:50 - loss: 0.5204 - mae: 0.8672 29/1678 [..............................] - ETA: 15:50 - loss: 0.5157 - mae: 0.8595 30/1678 [..............................] - ETA: 15:49 - loss: 0.5113 - mae: 0.8537 31/1678 [..............................] - ETA: 15:48 - loss: 0.5170 - mae: 0.8618 32/1678 [..............................] - ETA: 15:48 - loss: 0.5168 - mae: 0.8606 33/1678 [..............................] - ETA: 15:47 - loss: 0.5184 - mae: 0.8639 34/1678 [..............................] - ETA: 15:47 - loss: 0.5220 - mae: 0.8706 35/1678 [..............................] - ETA: 15:46 - loss: 0.5245 - mae: 0.8720 36/1678 [..............................] - ETA: 15:45 - loss: 0.5214 - mae: 0.8676 37/1678 [..............................] - ETA: 15:45 - loss: 0.5126 - mae: 0.8558 38/1678 [..............................] - ETA: 15:44 - loss: 0.5131 - mae: 0.8577 39/1678 [..............................] - ETA: 15:44 - loss: 0.5124 - mae: 0.8587 40/1678 [..............................] - ETA: 15:43 - loss: 0.5117 - mae: 0.8575 41/1678 [..............................] - ETA: 15:43 - loss: 0.5161 - mae: 0.8639 42/1678 [..............................] - ETA: 15:42 - loss: 0.5147 - mae: 0.8635 43/1678 [..............................] - ETA: 15:42 - loss: 0.5198 - mae: 0.8701 44/1678 [..............................] - ETA: 15:41 - loss: 0.5214 - mae: 0.8733 45/1678 [..............................] - ETA: 15:41 - loss: 0.5224 - mae: 0.8754 46/1678 [..............................] - ETA: 15:40 - loss: 0.5188 - mae: 0.8716 47/1678 [..............................] - ETA: 15:40 - loss: 0.5221 - mae: 0.8759 48/1678 [..............................] - ETA: 15:39 - loss: 0.5200 - mae: 0.8741 49/1678 [..............................] - ETA: 15:38 - loss: 0.5167 - mae: 0.8703 50/1678 [..............................] - ETA: 15:38 - loss: 0.5164 - mae: 0.8697 51/1678 [..............................] - ETA: 15:37 - loss: 0.5117 - mae: 0.8625 52/1678 [..............................] - ETA: 15:37 - loss: 0.5106 - mae: 0.8608 53/1678 [..............................] - ETA: 15:36 - loss: 0.5113 - mae: 0.8612 54/1678 [..............................] - ETA: 15:35 - loss: 0.5142 - mae: 0.8655 55/1678 [..............................] - ETA: 15:35 - loss: 0.5167 - mae: 0.8695 56/1678 [>.............................] - ETA: 15:34 - loss: 0.5137 - mae: 0.8658 57/1678 [>.............................] - ETA: 15:33 - loss: 0.5136 - mae: 0.8656 58/1678 [>.............................] - ETA: 15:33 - loss: 0.5181 - mae: 0.8712 59/1678 [>.............................] - ETA: 15:32 - loss: 0.5170 - mae: 0.8708 60/1678 [>.............................] - ETA: 15:32 - loss: 0.5211 - mae: 0.8762 61/1678 [>.............................] - ETA: 15:31 - loss: 0.5180 - mae: 0.8715 62/1678 [>.............................] - ETA: 15:31 - loss: 0.5137 - mae: 0.8642 63/1678 [>.............................] - ETA: 15:30 - loss: 0.5118 - mae: 0.8612 64/1678 [>.............................] - ETA: 15:29 - loss: 0.5121 - mae: 0.8612 65/1678 [>.............................] - ETA: 15:29 - loss: 0.5081 - mae: 0.8551 66/1678 [>.............................] - ETA: 15:28 - loss: 0.5066 - mae: 0.8536 67/1678 [>.............................] - ETA: 15:28 - loss: 0.5065 - mae: 0.8524 68/1678 [>.............................] - ETA: 15:27 - loss: 0.5096 - mae: 0.8559 69/1678 [>.............................] - ETA: 15:26 - loss: 0.5039 - mae: 0.8473 70/1678 [>.............................] - ETA: 15:26 - loss: 0.5046 - mae: 0.8488 71/1678 [>.............................] - ETA: 15:25 - loss: 0.5004 - mae: 0.8427 72/1678 [>.............................] - ETA: 15:24 - loss: 0.4998 - mae: 0.8415 73/1678 [>.............................] - ETA: 15:24 - loss: 0.5000 - mae: 0.8423 74/1678 [>.............................] - ETA: 15:23 - loss: 0.4983 - mae: 0.8395 75/1678 [>.............................] - ETA: 15:22 - loss: 0.4958 - mae: 0.8357 76/1678 [>.............................] - ETA: 15:22 - loss: 0.4943 - mae: 0.8347 77/1678 [>.............................] - ETA: 15:21 - loss: 0.4965 - mae: 0.8378 78/1678 [>.............................] - ETA: 15:21 - loss: 0.4944 - mae: 0.8350 79/1678 [>.............................] - ETA: 15:20 - loss: 0.4993 - mae: 0.8414 80/1678 [>.............................] - ETA: 15:20 - loss: 0.5001 - mae: 0.8426 81/1678 [>.............................] - ETA: 15:19 - loss: 0.5001 - mae: 0.8422 82/1678 [>.............................] - ETA: 15:18 - loss: 0.4972 - mae: 0.8381 83/1678 [>.............................] - ETA: 15:18 - loss: 0.4988 - mae: 0.8407 84/1678 [>.............................] - ETA: 15:18 - loss: 0.4962 - mae: 0.8370 85/1678 [>.............................] - ETA: 15:17 - loss: 0.4981 - mae: 0.8399 86/1678 [>.............................] - ETA: 15:16 - loss: 0.4959 - mae: 0.8365 87/1678 [>.............................] - ETA: 15:16 - loss: 0.4979 - mae: 0.8394 88/1678 [>.............................] - ETA: 15:15 - loss: 0.4963 - mae: 0.8367 89/1678 [>.............................] - ETA: 15:15 - loss: 0.5005 - mae: 0.8424 90/1678 [>.............................] - ETA: 15:14 - loss: 0.5044 - mae: 0.8474 91/1678 [>.............................] - ETA: 15:13 - loss: 0.5049 - mae: 0.8479 92/1678 [>.............................] - ETA: 15:13 - loss: 0.5056 - mae: 0.8488 93/1678 [>.............................] - ETA: 15:12 - loss: 0.5079 - mae: 0.8523 94/1678 [>.............................] - ETA: 15:12 - loss: 0.5086 - mae: 0.8529 95/1678 [>.............................] - ETA: 15:11 - loss: 0.5103 - mae: 0.8556 96/1678 [>.............................] - ETA: 15:11 - loss: 0.5116 - mae: 0.8576 97/1678 [>.............................] - ETA: 15:10 - loss: 0.5097 - mae: 0.8546 98/1678 [>.............................] - ETA: 15:09 - loss: 0.5114 - mae: 0.8568 99/1678 [>.............................] - ETA: 15:09 - loss: 0.5093 - mae: 0.8542 100/1678 [>.............................] - ETA: 15:08 - loss: 0.5085 - mae: 0.8527 101/1678 [>.............................] - ETA: 15:08 - loss: 0.5079 - mae: 0.8525 102/1678 [>.............................] - ETA: 15:07 - loss: 0.5045 - mae: 0.8471 103/1678 [>.............................] - ETA: 15:06 - loss: 0.5018 - mae: 0.8437 104/1678 [>.............................] - ETA: 15:06 - loss: 0.5022 - mae: 0.8446 105/1678 [>.............................] - ETA: 15:05 - loss: 0.5067 - mae: 0.8504 106/1678 [>.............................] - ETA: 15:05 - loss: 0.5063 - mae: 0.8498 107/1678 [>.............................] - ETA: 15:04 - loss: 0.5061 - mae: 0.8497 108/1678 [>.............................] - ETA: 15:03 - loss: 0.5058 - mae: 0.8491 109/1678 [>.............................] - ETA: 15:03 - loss: 0.5033 - mae: 0.8456 110/1678 [>.............................] - ETA: 15:02 - loss: 0.5026 - mae: 0.8445 111/1678 [>.............................] - ETA: 15:02 - loss: 0.4996 - mae: 0.8399 112/1678 [=>............................] - ETA: 15:01 - loss: 0.5026 - mae: 0.8439 113/1678 [=>............................] - ETA: 15:00 - loss: 0.5026 - mae: 0.8442 114/1678 [=>............................] - ETA: 15:00 - loss: 0.4996 - mae: 0.8395 115/1678 [=>............................] - ETA: 14:59 - loss: 0.5008 - mae: 0.8408 116/1678 [=>............................] - ETA: 14:59 - loss: 0.4998 - mae: 0.8394 117/1678 [=>............................] - ETA: 14:58 - loss: 0.5015 - mae: 0.8407 118/1678 [=>............................] - ETA: 14:58 - loss: 0.5024 - mae: 0.8413 119/1678 [=>............................] - ETA: 14:57 - loss: 0.5051 - mae: 0.8447 120/1678 [=>............................] - ETA: 14:56 - loss: 0.5049 - mae: 0.8450 121/1678 [=>............................] - ETA: 14:56 - loss: 0.5051 - mae: 0.8460 122/1678 [=>............................] - ETA: 14:55 - loss: 0.5055 - mae: 0.8463 123/1678 [=>............................] - ETA: 14:55 - loss: 0.5068 - mae: 0.8482 124/1678 [=>............................] - ETA: 14:54 - loss: 0.5086 - mae: 0.8509 125/1678 [=>............................] - ETA: 14:54 - loss: 0.5098 - mae: 0.8528 126/1678 [=>............................] - ETA: 14:53 - loss: 0.5074 - mae: 0.8495 127/1678 [=>............................] - ETA: 14:52 - loss: 0.5087 - mae: 0.8512 128/1678 [=>............................] - ETA: 14:52 - loss: 0.5112 - mae: 0.8548 129/1678 [=>............................] - ETA: 14:51 - loss: 0.5163 - mae: 0.8607 130/1678 [=>............................] - ETA: 14:51 - loss: 0.5173 - mae: 0.8618 131/1678 [=>............................] - ETA: 14:50 - loss: 0.5162 - mae: 0.8606 132/1678 [=>............................] - ETA: 14:49 - loss: 0.5150 - mae: 0.8588 133/1678 [=>............................] - ETA: 14:49 - loss: 0.5186 - mae: 0.8635 134/1678 [=>............................] - ETA: 14:48 - loss: 0.5172 - mae: 0.8618 135/1678 [=>............................] - ETA: 14:48 - loss: 0.5185 - mae: 0.8633 136/1678 [=>............................] - ETA: 14:47 - loss: 0.5181 - mae: 0.8626 137/1678 [=>............................] - ETA: 14:46 - loss: 0.5174 - 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ETA: 7s - loss: 0.5205 - mae: 0.8677 1666/1678 [============================>.] - ETA: 6s - loss: 0.5204 - mae: 0.8676 1667/1678 [============================>.] - ETA: 6s - loss: 0.5204 - mae: 0.8676 1668/1678 [============================>.] - ETA: 5s - loss: 0.5204 - mae: 0.8675 1669/1678 [============================>.] - ETA: 5s - loss: 0.5203 - mae: 0.8674 1670/1678 [============================>.] - ETA: 4s - loss: 0.5202 - mae: 0.8673 1671/1678 [============================>.] - ETA: 4s - loss: 0.5202 - mae: 0.8674 1672/1678 [============================>.] - ETA: 3s - loss: 0.5200 - mae: 0.8670 1673/1678 [============================>.] - ETA: 2s - loss: 0.5200 - mae: 0.8670 1674/1678 [============================>.] - ETA: 2s - loss: 0.5202 - mae: 0.8673 1675/1678 [============================>.] - ETA: 1s - loss: 0.5203 - mae: 0.8675 1676/1678 [============================>.] - ETA: 1s - loss: 0.5205 - mae: 0.8677 1677/1678 [============================>.] - ETA: 0s - loss: 0.5203 - mae: 0.8676 Epoch 00027: val_loss did not improve from 0.58498  1678/1678 [==============================] - 976s 582ms/step - loss: 0.5204 - mae: 0.8676 - val_loss: 0.5950 - val_mae: 0.9370 Epoch 28/64 1/1678 [..............................] - ETA: 15:58 - loss: 0.6524 - mae: 1.0796 2/1678 [..............................] - ETA: 15:55 - loss: 0.5846 - mae: 0.9869 3/1678 [..............................] - ETA: 15:55 - loss: 0.5549 - mae: 0.9281 4/1678 [..............................] - ETA: 15:55 - loss: 0.5171 - mae: 0.8932 5/1678 [..............................] - ETA: 15:55 - loss: 0.5422 - mae: 0.9282 6/1678 [..............................] - ETA: 15:54 - loss: 0.5036 - mae: 0.8761 7/1678 [..............................] - ETA: 15:54 - loss: 0.4937 - mae: 0.8653 8/1678 [..............................] - ETA: 15:54 - loss: 0.5024 - mae: 0.8763 9/1678 [..............................] - ETA: 15:54 - loss: 0.4984 - mae: 0.8690 10/1678 [..............................] - ETA: 15:54 - loss: 0.4856 - mae: 0.8563 11/1678 [..............................] - ETA: 15:54 - loss: 0.5934 - mae: 0.9724 12/1678 [..............................] - ETA: 15:54 - loss: 0.5779 - mae: 0.9506 13/1678 [..............................] - ETA: 15:54 - loss: 0.5698 - mae: 0.9410 14/1678 [..............................] - ETA: 15:53 - loss: 0.5825 - mae: 0.9583 15/1678 [..............................] - ETA: 15:53 - loss: 0.5840 - mae: 0.9614 16/1678 [..............................] - ETA: 15:52 - loss: 0.5773 - mae: 0.9527 17/1678 [..............................] - ETA: 15:52 - loss: 0.5957 - mae: 0.9767 18/1678 [..............................] - ETA: 15:51 - loss: 0.5716 - mae: 0.9389 19/1678 [..............................] - ETA: 15:51 - loss: 0.5906 - mae: 0.9632 20/1678 [..............................] - ETA: 15:51 - loss: 0.5827 - mae: 0.9495 21/1678 [..............................] - ETA: 15:50 - loss: 0.5785 - mae: 0.9476 22/1678 [..............................] - ETA: 15:50 - loss: 0.5804 - mae: 0.9512 23/1678 [..............................] - ETA: 15:49 - loss: 0.5754 - mae: 0.9436 24/1678 [..............................] - ETA: 15:49 - loss: 0.5658 - mae: 0.9260 25/1678 [..............................] - ETA: 15:49 - loss: 0.5633 - mae: 0.9238 26/1678 [..............................] - ETA: 15:48 - loss: 0.5682 - mae: 0.9317 27/1678 [..............................] - ETA: 15:48 - loss: 0.5671 - mae: 0.9313 28/1678 [..............................] - ETA: 15:47 - loss: 0.5525 - mae: 0.9100 29/1678 [..............................] - ETA: 15:47 - loss: 0.5562 - mae: 0.9162 30/1678 [..............................] - ETA: 15:47 - loss: 0.5572 - mae: 0.9168 31/1678 [..............................] - ETA: 15:46 - loss: 0.5654 - mae: 0.9283 32/1678 [..............................] - ETA: 15:46 - loss: 0.5605 - mae: 0.9234 33/1678 [..............................] - ETA: 15:45 - loss: 0.5639 - mae: 0.9273 34/1678 [..............................] - ETA: 15:45 - loss: 0.5592 - mae: 0.9207 35/1678 [..............................] - ETA: 15:44 - loss: 0.5521 - mae: 0.9080 36/1678 [..............................] - ETA: 15:44 - loss: 0.5482 - mae: 0.9018 37/1678 [..............................] - ETA: 15:43 - loss: 0.5498 - mae: 0.9058 38/1678 [..............................] - ETA: 15:43 - loss: 0.5462 - mae: 0.9002 39/1678 [..............................] - ETA: 15:42 - loss: 0.5456 - mae: 0.9008 40/1678 [..............................] - ETA: 15:42 - loss: 0.5456 - mae: 0.9007 41/1678 [..............................] - ETA: 15:41 - loss: 0.5431 - mae: 0.8992 42/1678 [..............................] - ETA: 15:40 - loss: 0.5475 - mae: 0.9056 43/1678 [..............................] - ETA: 15:40 - loss: 0.5514 - mae: 0.9110 44/1678 [..............................] - ETA: 15:39 - loss: 0.5514 - mae: 0.9125 45/1678 [..............................] - ETA: 15:39 - loss: 0.5490 - mae: 0.9100 46/1678 [..............................] - ETA: 15:38 - loss: 0.5513 - mae: 0.9135 47/1678 [..............................] - ETA: 15:38 - loss: 0.5475 - mae: 0.9080 48/1678 [..............................] - ETA: 15:37 - loss: 0.5442 - mae: 0.9051 49/1678 [..............................] - ETA: 15:36 - loss: 0.5443 - mae: 0.9064 50/1678 [..............................] - ETA: 15:36 - loss: 0.5458 - mae: 0.9084 51/1678 [..............................] - ETA: 15:35 - loss: 0.5498 - mae: 0.9138 52/1678 [..............................] - ETA: 15:35 - loss: 0.5500 - mae: 0.9149 53/1678 [..............................] - ETA: 15:34 - loss: 0.5485 - mae: 0.9122 54/1678 [..............................] - ETA: 15:34 - loss: 0.5440 - mae: 0.9059 55/1678 [..............................] - ETA: 15:33 - loss: 0.5449 - mae: 0.9078 56/1678 [>.............................] - ETA: 15:32 - loss: 0.5433 - mae: 0.9063 57/1678 [>.............................] - ETA: 17:12 - loss: 0.5442 - mae: 0.9082 58/1678 [>.............................] - ETA: 17:10 - loss: 0.5425 - mae: 0.9057 59/1678 [>.............................] - ETA: 17:08 - loss: 0.5427 - mae: 0.9065 60/1678 [>.............................] - ETA: 17:05 - loss: 0.5473 - mae: 0.9108 61/1678 [>.............................] - ETA: 17:03 - loss: 0.5432 - mae: 0.9050 62/1678 [>.............................] - ETA: 17:01 - loss: 0.5426 - mae: 0.9050 63/1678 [>.............................] - ETA: 16:59 - loss: 0.5404 - mae: 0.9010 64/1678 [>.............................] - ETA: 16:57 - loss: 0.5377 - mae: 0.8971 65/1678 [>.............................] - ETA: 16:55 - loss: 0.5376 - mae: 0.8973 66/1678 [>.............................] - ETA: 16:53 - loss: 0.5330 - mae: 0.8903 67/1678 [>.............................] - ETA: 16:51 - loss: 0.5321 - mae: 0.8900 68/1678 [>.............................] - ETA: 16:50 - loss: 0.5351 - mae: 0.8924 69/1678 [>.............................] - ETA: 16:48 - loss: 0.5338 - mae: 0.8912 70/1678 [>.............................] - ETA: 16:46 - loss: 0.5329 - mae: 0.8901 71/1678 [>.............................] - ETA: 16:44 - loss: 0.5301 - mae: 0.8867 72/1678 [>.............................] - ETA: 16:42 - loss: 0.5324 - mae: 0.8897 73/1678 [>.............................] - ETA: 16:41 - loss: 0.5332 - mae: 0.8907 74/1678 [>.............................] - ETA: 16:39 - loss: 0.5336 - mae: 0.8916 75/1678 [>.............................] - ETA: 16:37 - loss: 0.5313 - mae: 0.8892 76/1678 [>.............................] - ETA: 16:36 - loss: 0.5350 - mae: 0.8934 77/1678 [>.............................] - ETA: 16:34 - loss: 0.5331 - mae: 0.8903 78/1678 [>.............................] - ETA: 16:32 - loss: 0.5309 - mae: 0.8876 79/1678 [>.............................] - ETA: 16:31 - loss: 0.5316 - mae: 0.8887 80/1678 [>.............................] - ETA: 16:30 - loss: 0.5289 - mae: 0.8852 81/1678 [>.............................] - ETA: 16:28 - loss: 0.5275 - mae: 0.8838 82/1678 [>.............................] - ETA: 16:27 - loss: 0.5253 - mae: 0.8806 83/1678 [>.............................] - ETA: 16:26 - loss: 0.5259 - mae: 0.8819 84/1678 [>.............................] - ETA: 16:24 - loss: 0.5253 - mae: 0.8808 85/1678 [>.............................] - ETA: 16:23 - loss: 0.5274 - mae: 0.8829 86/1678 [>.............................] - ETA: 16:22 - loss: 0.5276 - mae: 0.8829 87/1678 [>.............................] - ETA: 16:20 - loss: 0.5283 - mae: 0.8840 88/1678 [>.............................] - ETA: 16:19 - loss: 0.5275 - mae: 0.8831 89/1678 [>.............................] - ETA: 16:18 - loss: 0.5287 - mae: 0.8848 90/1678 [>.............................] - ETA: 16:16 - loss: 0.5301 - mae: 0.8871 91/1678 [>.............................] - ETA: 16:15 - loss: 0.5503 - mae: 0.9089 92/1678 [>.............................] - ETA: 16:14 - loss: 0.5475 - mae: 0.9048 93/1678 [>.............................] - ETA: 16:13 - loss: 0.5476 - mae: 0.9047 94/1678 [>.............................] - ETA: 16:11 - loss: 0.5519 - mae: 0.9101 95/1678 [>.............................] - ETA: 16:10 - loss: 0.5513 - mae: 0.9101 96/1678 [>.............................] - ETA: 16:09 - loss: 0.5503 - mae: 0.9093 97/1678 [>.............................] - ETA: 16:08 - loss: 0.5485 - mae: 0.9066 98/1678 [>.............................] - ETA: 16:06 - loss: 0.5496 - mae: 0.9085 99/1678 [>.............................] - ETA: 16:05 - loss: 0.5488 - mae: 0.9078 100/1678 [>.............................] - ETA: 16:04 - loss: 0.5443 - mae: 0.9010 101/1678 [>.............................] - ETA: 16:03 - loss: 0.5449 - mae: 0.9021 102/1678 [>.............................] - ETA: 16:02 - loss: 0.5460 - mae: 0.9031 103/1678 [>.............................] - ETA: 16:01 - loss: 0.5460 - mae: 0.9033 104/1678 [>.............................] - ETA: 15:59 - loss: 0.5452 - mae: 0.9028 105/1678 [>.............................] - ETA: 15:58 - loss: 0.5451 - mae: 0.9026 106/1678 [>.............................] - ETA: 15:57 - loss: 0.5449 - mae: 0.9017 107/1678 [>.............................] - ETA: 15:56 - loss: 0.5430 - mae: 0.8987 108/1678 [>.............................] - ETA: 15:55 - loss: 0.5425 - mae: 0.8980 109/1678 [>.............................] - ETA: 15:54 - loss: 0.5429 - mae: 0.8991 110/1678 [>.............................] - ETA: 15:53 - loss: 0.5462 - mae: 0.9033 111/1678 [>.............................] - ETA: 15:52 - loss: 0.5461 - mae: 0.9026 112/1678 [=>............................] - ETA: 15:51 - loss: 0.5459 - mae: 0.9027 113/1678 [=>............................] - ETA: 15:50 - loss: 0.5436 - mae: 0.8994 114/1678 [=>............................] - ETA: 15:49 - loss: 0.5435 - mae: 0.8994 115/1678 [=>............................] - ETA: 15:48 - loss: 0.5449 - mae: 0.9013 116/1678 [=>............................] - ETA: 15:47 - loss: 0.5436 - mae: 0.8994 117/1678 [=>............................] - ETA: 15:46 - loss: 0.5464 - mae: 0.9029 118/1678 [=>............................] - ETA: 15:45 - loss: 0.5445 - mae: 0.9004 119/1678 [=>............................] - ETA: 15:44 - loss: 0.5443 - mae: 0.9007 120/1678 [=>............................] - ETA: 15:43 - loss: 0.5449 - mae: 0.9020 121/1678 [=>............................] - ETA: 15:42 - loss: 0.5449 - mae: 0.9017 122/1678 [=>............................] - ETA: 15:41 - loss: 0.5445 - mae: 0.9015 123/1678 [=>............................] - ETA: 15:40 - loss: 0.5410 - mae: 0.8962 124/1678 [=>............................] - ETA: 15:39 - loss: 0.5405 - mae: 0.8958 125/1678 [=>............................] - ETA: 15:38 - loss: 0.5386 - mae: 0.8936 126/1678 [=>............................] - ETA: 15:37 - loss: 0.5399 - mae: 0.8955 127/1678 [=>............................] - ETA: 15:36 - loss: 0.5411 - mae: 0.8973 128/1678 [=>............................] - ETA: 15:35 - loss: 0.5411 - mae: 0.8977 129/1678 [=>............................] - ETA: 15:34 - loss: 0.5406 - mae: 0.8972 130/1678 [=>............................] - ETA: 15:33 - loss: 0.5410 - mae: 0.8979 131/1678 [=>............................] - ETA: 15:32 - loss: 0.5413 - mae: 0.8982 132/1678 [=>............................] - ETA: 15:31 - loss: 0.5410 - mae: 0.8972 133/1678 [=>............................] - ETA: 15:30 - loss: 0.5423 - mae: 0.8991 134/1678 [=>............................] - ETA: 15:29 - loss: 0.5417 - mae: 0.8986 135/1678 [=>............................] - ETA: 15:28 - loss: 0.5406 - mae: 0.8970 136/1678 [=>............................] - ETA: 15:27 - loss: 0.5404 - mae: 0.8969 137/1678 [=>............................] - ETA: 15:27 - loss: 0.5389 - mae: 0.8947 138/1678 [=>............................] - ETA: 15:26 - loss: 0.5374 - mae: 0.8924 139/1678 [=>............................] - ETA: 15:25 - loss: 0.5367 - mae: 0.8917 140/1678 [=>............................] - ETA: 15:24 - loss: 0.5345 - mae: 0.8884 141/1678 [=>............................] - ETA: 15:23 - loss: 0.5327 - mae: 0.8856 142/1678 [=>............................] - ETA: 15:22 - loss: 0.5317 - mae: 0.8844 143/1678 [=>............................] - ETA: 15:21 - loss: 0.5301 - mae: 0.8822 144/1678 [=>............................] - ETA: 15:20 - loss: 0.5309 - mae: 0.8834 145/1678 [=>............................] - 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mae: 0.8599 1669/1678 [============================>.] - ETA: 5s - loss: 0.5148 - mae: 0.8600 1670/1678 [============================>.] - ETA: 4s - loss: 0.5147 - mae: 0.8599 1671/1678 [============================>.] - ETA: 4s - loss: 0.5147 - mae: 0.8600 1672/1678 [============================>.] - ETA: 3s - loss: 0.5148 - mae: 0.8601 1673/1678 [============================>.] - ETA: 2s - loss: 0.5148 - mae: 0.8601 1674/1678 [============================>.] - ETA: 2s - loss: 0.5150 - mae: 0.8603 1675/1678 [============================>.] - ETA: 1s - loss: 0.5150 - mae: 0.8603 1676/1678 [============================>.] - ETA: 1s - loss: 0.5149 - mae: 0.8602 1677/1678 [============================>.] - ETA: 0s - loss: 0.5150 - mae: 0.8604 Epoch 00028: val_loss did not improve from 0.58498  1678/1678 [==============================] - 985s 587ms/step - loss: 0.5152 - mae: 0.8605 - val_loss: 0.6030 - val_mae: 0.9588 Epoch 29/64 1/1678 [..............................] - ETA: 16:26 - loss: 0.6373 - 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loss: 0.5133 - mae: 0.8581 1661/1678 [============================>.] - ETA: 9s - loss: 0.5132 - mae: 0.8579  1662/1678 [============================>.] - ETA: 9s - loss: 0.5133 - mae: 0.8580 1663/1678 [============================>.] - ETA: 8s - loss: 0.5133 - mae: 0.8580 1664/1678 [============================>.] - ETA: 8s - loss: 0.5133 - mae: 0.8580 1665/1678 [============================>.] - ETA: 7s - loss: 0.5133 - mae: 0.8580 1666/1678 [============================>.] - ETA: 6s - loss: 0.5133 - mae: 0.8581 1667/1678 [============================>.] - ETA: 6s - loss: 0.5133 - mae: 0.8581 1668/1678 [============================>.] - ETA: 5s - loss: 0.5133 - mae: 0.8580 1669/1678 [============================>.] - ETA: 5s - loss: 0.5131 - mae: 0.8578 1670/1678 [============================>.] - ETA: 4s - loss: 0.5130 - mae: 0.8576 1671/1678 [============================>.] - ETA: 4s - loss: 0.5132 - mae: 0.8579 1672/1678 [============================>.] - ETA: 3s - loss: 0.5132 - mae: 0.8579 1673/1678 [============================>.] - ETA: 2s - loss: 0.5134 - mae: 0.8582 1674/1678 [============================>.] - ETA: 2s - loss: 0.5133 - mae: 0.8581 1675/1678 [============================>.] - ETA: 1s - loss: 0.5134 - mae: 0.8582 1676/1678 [============================>.] - ETA: 1s - loss: 0.5134 - mae: 0.8583 1677/1678 [============================>.] - ETA: 0s - loss: 0.5134 - mae: 0.8583 Epoch 00029: val_loss did not improve from 0.58498  1678/1678 [==============================] - 980s 584ms/step - loss: 0.5132 - mae: 0.8580 - val_loss: 0.6028 - val_mae: 0.9612 Epoch 30/64 1/1678 [..............................] - ETA: 16:01 - loss: 0.6619 - mae: 1.0712 2/1678 [..............................] - ETA: 16:00 - loss: 0.6618 - mae: 1.0738 3/1678 [..............................] - ETA: 15:59 - loss: 0.6172 - mae: 1.0304 4/1678 [..............................] - ETA: 15:58 - loss: 0.5548 - mae: 0.9351 5/1678 [..............................] - ETA: 15:59 - loss: 0.5491 - mae: 0.9125 6/1678 [..............................] - ETA: 16:01 - loss: 0.5716 - mae: 0.9369 7/1678 [..............................] - ETA: 16:00 - loss: 0.5407 - mae: 0.8957 8/1678 [..............................] - ETA: 16:01 - loss: 0.5129 - mae: 0.8541 9/1678 [..............................] - ETA: 16:01 - loss: 0.5243 - mae: 0.8742 10/1678 [..............................] - ETA: 16:00 - loss: 0.4963 - mae: 0.8347 11/1678 [..............................] - ETA: 16:00 - loss: 0.5038 - mae: 0.8462 12/1678 [..............................] - ETA: 15:59 - loss: 0.5035 - mae: 0.8511 13/1678 [..............................] - ETA: 15:58 - loss: 0.5240 - mae: 0.8772 14/1678 [..............................] - ETA: 15:57 - loss: 0.4941 - mae: 0.8319 15/1678 [..............................] - ETA: 15:56 - loss: 0.4974 - mae: 0.8397 16/1678 [..............................] - ETA: 15:56 - loss: 0.4895 - mae: 0.8312 17/1678 [..............................] - ETA: 15:55 - loss: 0.4968 - mae: 0.8425 18/1678 [..............................] - ETA: 15:55 - loss: 0.4938 - mae: 0.8368 19/1678 [..............................] - ETA: 15:54 - loss: 0.4856 - mae: 0.8250 20/1678 [..............................] - ETA: 15:53 - loss: 0.4928 - mae: 0.8356 21/1678 [..............................] - ETA: 15:53 - loss: 0.4867 - mae: 0.8259 22/1678 [..............................] - ETA: 15:52 - loss: 0.4861 - mae: 0.8277 23/1678 [..............................] - ETA: 15:51 - loss: 0.4815 - mae: 0.8233 24/1678 [..............................] - ETA: 15:51 - loss: 0.4878 - mae: 0.8322 25/1678 [..............................] - ETA: 15:50 - loss: 0.4898 - mae: 0.8341 26/1678 [..............................] - ETA: 15:50 - loss: 0.4944 - mae: 0.8417 27/1678 [..............................] - ETA: 15:49 - loss: 0.4877 - mae: 0.8328 28/1678 [..............................] - ETA: 15:49 - loss: 0.4800 - mae: 0.8222 29/1678 [..............................] - ETA: 15:49 - loss: 0.4787 - mae: 0.8185 30/1678 [..............................] - ETA: 15:48 - loss: 0.4835 - mae: 0.8224 31/1678 [..............................] - ETA: 15:48 - loss: 0.4836 - mae: 0.8214 32/1678 [..............................] - ETA: 15:47 - loss: 0.4845 - mae: 0.8235 33/1678 [..............................] - ETA: 15:47 - loss: 0.4851 - mae: 0.8237 34/1678 [..............................] - ETA: 15:46 - loss: 0.4870 - mae: 0.8261 35/1678 [..............................] - ETA: 15:45 - loss: 0.4824 - mae: 0.8193 36/1678 [..............................] - ETA: 15:45 - loss: 0.4882 - mae: 0.8273 37/1678 [..............................] - ETA: 15:44 - loss: 0.4858 - mae: 0.8249 38/1678 [..............................] - ETA: 15:44 - loss: 0.4830 - mae: 0.8211 39/1678 [..............................] - ETA: 15:43 - loss: 0.4854 - mae: 0.8226 40/1678 [..............................] - ETA: 15:42 - loss: 0.4869 - mae: 0.8257 41/1678 [..............................] - ETA: 15:42 - loss: 0.4934 - mae: 0.8347 42/1678 [..............................] - ETA: 15:41 - loss: 0.4998 - mae: 0.8430 43/1678 [..............................] - ETA: 15:41 - loss: 0.5049 - mae: 0.8491 44/1678 [..............................] - ETA: 15:40 - loss: 0.4999 - mae: 0.8415 45/1678 [..............................] - ETA: 15:40 - loss: 0.5019 - mae: 0.8448 46/1678 [..............................] - ETA: 15:39 - loss: 0.5026 - mae: 0.8469 47/1678 [..............................] - ETA: 15:38 - loss: 0.4982 - mae: 0.8407 48/1678 [..............................] - ETA: 15:38 - loss: 0.4951 - mae: 0.8354 49/1678 [..............................] - ETA: 15:37 - loss: 0.4931 - mae: 0.8331 50/1678 [..............................] - ETA: 15:37 - loss: 0.4944 - mae: 0.8359 51/1678 [..............................] - ETA: 15:36 - loss: 0.4992 - mae: 0.8424 52/1678 [..............................] - ETA: 15:36 - loss: 0.5006 - mae: 0.8440 53/1678 [..............................] - ETA: 15:35 - loss: 0.5027 - mae: 0.8478 54/1678 [..............................] - ETA: 15:34 - loss: 0.5002 - mae: 0.8440 55/1678 [..............................] - ETA: 15:34 - loss: 0.4963 - mae: 0.8390 56/1678 [>.............................] - ETA: 15:33 - loss: 0.4992 - mae: 0.8438 57/1678 [>.............................] - ETA: 15:32 - loss: 0.4962 - mae: 0.8399 58/1678 [>.............................] - ETA: 15:32 - loss: 0.5045 - mae: 0.8498 59/1678 [>.............................] - ETA: 15:31 - loss: 0.5094 - mae: 0.8563 60/1678 [>.............................] - ETA: 15:30 - loss: 0.5112 - mae: 0.8573 61/1678 [>.............................] - ETA: 15:31 - loss: 0.5099 - mae: 0.8559 62/1678 [>.............................] - ETA: 15:30 - loss: 0.5056 - mae: 0.8494 63/1678 [>.............................] - ETA: 15:29 - loss: 0.5043 - mae: 0.8476 64/1678 [>.............................] - ETA: 15:29 - loss: 0.5034 - mae: 0.8455 65/1678 [>.............................] - ETA: 15:28 - loss: 0.5059 - mae: 0.8489 66/1678 [>.............................] - ETA: 15:27 - loss: 0.5048 - mae: 0.8485 67/1678 [>.............................] - ETA: 15:27 - loss: 0.5016 - mae: 0.8437 68/1678 [>.............................] - ETA: 15:26 - loss: 0.5003 - mae: 0.8421 69/1678 [>.............................] - ETA: 15:25 - loss: 0.4984 - mae: 0.8388 70/1678 [>.............................] - ETA: 15:25 - loss: 0.4970 - mae: 0.8371 71/1678 [>.............................] - ETA: 15:24 - loss: 0.5027 - mae: 0.8444 72/1678 [>.............................] - ETA: 15:24 - loss: 0.4987 - mae: 0.8388 73/1678 [>.............................] - ETA: 15:23 - loss: 0.5020 - mae: 0.8437 74/1678 [>.............................] - ETA: 15:23 - loss: 0.5025 - mae: 0.8448 75/1678 [>.............................] - ETA: 15:22 - loss: 0.5054 - mae: 0.8492 76/1678 [>.............................] - ETA: 15:21 - loss: 0.5045 - mae: 0.8477 77/1678 [>.............................] - ETA: 15:21 - loss: 0.5053 - mae: 0.8475 78/1678 [>.............................] - ETA: 15:20 - loss: 0.5011 - mae: 0.8413 79/1678 [>.............................] - ETA: 15:20 - loss: 0.5013 - mae: 0.8417 80/1678 [>.............................] - ETA: 15:20 - loss: 0.5003 - mae: 0.8396 81/1678 [>.............................] - ETA: 15:19 - loss: 0.5017 - mae: 0.8422 82/1678 [>.............................] - ETA: 15:18 - loss: 0.4995 - mae: 0.8399 83/1678 [>.............................] - ETA: 15:18 - loss: 0.4997 - mae: 0.8403 84/1678 [>.............................] - ETA: 15:17 - loss: 0.4987 - mae: 0.8386 85/1678 [>.............................] - ETA: 15:17 - loss: 0.5015 - mae: 0.8423 86/1678 [>.............................] - ETA: 15:16 - loss: 0.5022 - mae: 0.8438 87/1678 [>.............................] - ETA: 15:15 - loss: 0.4998 - mae: 0.8398 88/1678 [>.............................] - ETA: 15:15 - loss: 0.5031 - mae: 0.8441 89/1678 [>.............................] - ETA: 15:14 - loss: 0.5037 - mae: 0.8454 90/1678 [>.............................] - ETA: 15:14 - loss: 0.5002 - mae: 0.8401 91/1678 [>.............................] - ETA: 15:13 - loss: 0.5052 - mae: 0.8466 92/1678 [>.............................] - ETA: 15:13 - loss: 0.5006 - mae: 0.8397 93/1678 [>.............................] - ETA: 15:12 - loss: 0.5021 - mae: 0.8423 94/1678 [>.............................] - ETA: 15:12 - loss: 0.5002 - mae: 0.8401 95/1678 [>.............................] - ETA: 15:11 - loss: 0.5018 - mae: 0.8422 96/1678 [>.............................] - ETA: 15:10 - loss: 0.5060 - mae: 0.8476 97/1678 [>.............................] - ETA: 15:10 - loss: 0.5079 - mae: 0.8499 98/1678 [>.............................] - ETA: 15:09 - loss: 0.5053 - mae: 0.8458 99/1678 [>.............................] - ETA: 15:09 - loss: 0.5062 - mae: 0.8476 100/1678 [>.............................] - ETA: 15:08 - loss: 0.5046 - mae: 0.8454 101/1678 [>.............................] - ETA: 15:07 - loss: 0.5063 - mae: 0.8475 102/1678 [>.............................] - ETA: 15:07 - loss: 0.5090 - mae: 0.8510 103/1678 [>.............................] - ETA: 15:06 - loss: 0.5087 - mae: 0.8503 104/1678 [>.............................] - ETA: 15:06 - loss: 0.5071 - mae: 0.8484 105/1678 [>.............................] - ETA: 15:05 - loss: 0.5102 - mae: 0.8529 106/1678 [>.............................] - ETA: 15:05 - loss: 0.5107 - mae: 0.8531 107/1678 [>.............................] - ETA: 15:04 - loss: 0.5115 - mae: 0.8546 108/1678 [>.............................] - ETA: 15:04 - loss: 0.5125 - mae: 0.8560 109/1678 [>.............................] - ETA: 15:03 - loss: 0.5125 - mae: 0.8559 110/1678 [>.............................] - ETA: 15:03 - loss: 0.5132 - mae: 0.8563 111/1678 [>.............................] - ETA: 15:02 - loss: 0.5131 - mae: 0.8570 112/1678 [=>............................] - ETA: 15:01 - loss: 0.5172 - mae: 0.8622 113/1678 [=>............................] - ETA: 15:01 - loss: 0.5153 - mae: 0.8595 114/1678 [=>............................] - ETA: 15:00 - loss: 0.5125 - mae: 0.8549 115/1678 [=>............................] - ETA: 15:00 - loss: 0.5125 - mae: 0.8553 116/1678 [=>............................] - ETA: 14:59 - loss: 0.5108 - mae: 0.8528 117/1678 [=>............................] - ETA: 14:59 - loss: 0.5116 - mae: 0.8541 118/1678 [=>............................] - ETA: 14:58 - loss: 0.5086 - mae: 0.8497 119/1678 [=>............................] - ETA: 14:57 - loss: 0.5084 - mae: 0.8490 120/1678 [=>............................] - ETA: 14:57 - loss: 0.5077 - mae: 0.8479 121/1678 [=>............................] - ETA: 14:56 - loss: 0.5073 - mae: 0.8474 122/1678 [=>............................] - ETA: 14:56 - loss: 0.5055 - mae: 0.8449 123/1678 [=>............................] - ETA: 14:55 - loss: 0.5074 - mae: 0.8475 124/1678 [=>............................] - ETA: 14:54 - loss: 0.5090 - mae: 0.8498 125/1678 [=>............................] - ETA: 14:54 - loss: 0.5068 - mae: 0.8466 126/1678 [=>............................] - ETA: 14:53 - loss: 0.5064 - mae: 0.8462 127/1678 [=>............................] - ETA: 14:53 - loss: 0.5063 - mae: 0.8458 128/1678 [=>............................] - ETA: 14:52 - loss: 0.5065 - mae: 0.8464 129/1678 [=>............................] - ETA: 14:51 - loss: 0.5061 - mae: 0.8462 130/1678 [=>............................] - ETA: 14:51 - loss: 0.5052 - mae: 0.8447 131/1678 [=>............................] - ETA: 14:50 - loss: 0.5042 - mae: 0.8432 132/1678 [=>............................] - ETA: 14:50 - loss: 0.5043 - mae: 0.8433 133/1678 [=>............................] - ETA: 14:49 - loss: 0.5024 - mae: 0.8405 134/1678 [=>............................] - ETA: 14:48 - loss: 0.5008 - mae: 0.8381 135/1678 [=>............................] - ETA: 14:48 - loss: 0.4986 - mae: 0.8344 136/1678 [=>............................] - ETA: 14:47 - loss: 0.4975 - mae: 0.8328 137/1678 [=>............................] - ETA: 14:47 - loss: 0.4983 - mae: 0.8343 138/1678 [=>............................] - ETA: 14:46 - loss: 0.4979 - mae: 0.8336 139/1678 [=>............................] - ETA: 14:45 - loss: 0.4982 - mae: 0.8345 140/1678 [=>............................] - 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mae: 0.8560 1664/1678 [============================>.] - ETA: 8s - loss: 0.5119 - mae: 0.8559 1665/1678 [============================>.] - ETA: 7s - loss: 0.5120 - mae: 0.8561 1666/1678 [============================>.] - ETA: 6s - loss: 0.5119 - mae: 0.8559 1667/1678 [============================>.] - ETA: 6s - loss: 0.5119 - mae: 0.8560 1668/1678 [============================>.] - ETA: 5s - loss: 0.5120 - mae: 0.8560 1669/1678 [============================>.] - ETA: 5s - loss: 0.5119 - mae: 0.8559 1670/1678 [============================>.] - ETA: 4s - loss: 0.5119 - mae: 0.8559 1671/1678 [============================>.] - ETA: 4s - loss: 0.5118 - mae: 0.8558 1672/1678 [============================>.] - ETA: 3s - loss: 0.5118 - mae: 0.8558 1673/1678 [============================>.] - ETA: 2s - loss: 0.5117 - mae: 0.8557 1674/1678 [============================>.] - ETA: 2s - loss: 0.5118 - mae: 0.8558 1675/1678 [============================>.] - ETA: 1s - loss: 0.5117 - mae: 0.8557 1676/1678 [============================>.] - ETA: 1s - loss: 0.5117 - mae: 0.8556 1677/1678 [============================>.] - ETA: 0s - loss: 0.5118 - mae: 0.8558 Epoch 00030: val_loss did not improve from 0.58498  1678/1678 [==============================] - 981s 585ms/step - loss: 0.5119 - mae: 0.8559 - val_loss: 0.6249 - val_mae: 0.9855 Epoch 31/64 1/1678 [..............................] - ETA: 16:15 - loss: 0.4432 - mae: 0.7324 2/1678 [..............................] - ETA: 16:14 - loss: 0.5501 - mae: 0.9015 3/1678 [..............................] - ETA: 16:08 - loss: 0.5072 - mae: 0.8642 4/1678 [..............................] - ETA: 16:06 - loss: 0.4954 - mae: 0.8433 5/1678 [..............................] - ETA: 16:07 - loss: 0.5150 - mae: 0.8596 6/1678 [..............................] - ETA: 16:06 - loss: 0.5104 - mae: 0.8441 7/1678 [..............................] - ETA: 16:04 - loss: 0.4837 - mae: 0.7978 8/1678 [..............................] - ETA: 16:03 - loss: 0.4717 - mae: 0.7928 9/1678 [..............................] - 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ETA: 15:39 - loss: 0.5003 - mae: 0.8496 47/1678 [..............................] - ETA: 15:39 - loss: 0.5033 - mae: 0.8531 48/1678 [..............................] - ETA: 15:38 - loss: 0.5027 - mae: 0.8510 49/1678 [..............................] - ETA: 15:38 - loss: 0.5007 - mae: 0.8480 50/1678 [..............................] - ETA: 15:37 - loss: 0.4982 - mae: 0.8433 51/1678 [..............................] - ETA: 15:37 - loss: 0.4939 - mae: 0.8361 52/1678 [..............................] - ETA: 15:36 - loss: 0.4969 - mae: 0.8412 53/1678 [..............................] - ETA: 15:36 - loss: 0.4962 - mae: 0.8400 54/1678 [..............................] - ETA: 15:35 - loss: 0.4958 - mae: 0.8400 55/1678 [..............................] - ETA: 15:35 - loss: 0.4972 - mae: 0.8420 56/1678 [>.............................] - ETA: 15:34 - loss: 0.4954 - mae: 0.8400 57/1678 [>.............................] - ETA: 15:34 - loss: 0.4972 - mae: 0.8441 58/1678 [>.............................] - ETA: 15:33 - 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mae: 0.8412 71/1678 [>.............................] - ETA: 15:25 - loss: 0.4968 - mae: 0.8416 72/1678 [>.............................] - ETA: 15:25 - loss: 0.4934 - mae: 0.8365 73/1678 [>.............................] - ETA: 15:24 - loss: 0.4927 - mae: 0.8359 74/1678 [>.............................] - ETA: 15:24 - loss: 0.4913 - mae: 0.8348 75/1678 [>.............................] - ETA: 15:23 - loss: 0.4895 - mae: 0.8327 76/1678 [>.............................] - ETA: 15:23 - loss: 0.4929 - mae: 0.8375 77/1678 [>.............................] - ETA: 15:22 - loss: 0.4938 - mae: 0.8390 78/1678 [>.............................] - ETA: 15:22 - loss: 0.4948 - mae: 0.8409 79/1678 [>.............................] - ETA: 15:21 - loss: 0.4956 - mae: 0.8425 80/1678 [>.............................] - ETA: 15:20 - loss: 0.4991 - mae: 0.8466 81/1678 [>.............................] - ETA: 15:20 - loss: 0.4954 - mae: 0.8409 82/1678 [>.............................] - ETA: 15:19 - loss: 0.4970 - mae: 0.8428 83/1678 [>.............................] - ETA: 15:19 - loss: 0.5043 - mae: 0.8523 84/1678 [>.............................] - ETA: 15:18 - loss: 0.5026 - mae: 0.8487 85/1678 [>.............................] - ETA: 15:18 - loss: 0.5055 - mae: 0.8527 86/1678 [>.............................] - ETA: 15:17 - loss: 0.5033 - mae: 0.8499 87/1678 [>.............................] - ETA: 15:17 - loss: 0.5005 - mae: 0.8461 88/1678 [>.............................] - ETA: 15:16 - loss: 0.4987 - mae: 0.8431 89/1678 [>.............................] - ETA: 15:15 - loss: 0.4971 - mae: 0.8405 90/1678 [>.............................] - ETA: 15:15 - loss: 0.4966 - mae: 0.8402 91/1678 [>.............................] - ETA: 15:14 - loss: 0.5001 - mae: 0.8448 92/1678 [>.............................] - ETA: 15:14 - loss: 0.4979 - mae: 0.8415 93/1678 [>.............................] - ETA: 15:13 - loss: 0.4966 - mae: 0.8405 94/1678 [>.............................] - ETA: 15:12 - loss: 0.4968 - mae: 0.8407 95/1678 [>.............................] - ETA: 15:12 - 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loss: 0.5020 - mae: 0.8487 132/1678 [=>............................] - ETA: 14:50 - loss: 0.5010 - mae: 0.8471 133/1678 [=>............................] - ETA: 14:50 - loss: 0.5006 - mae: 0.8465 134/1678 [=>............................] - ETA: 14:49 - loss: 0.5001 - mae: 0.8463 135/1678 [=>............................] - ETA: 14:49 - loss: 0.4983 - mae: 0.8437 136/1678 [=>............................] - ETA: 14:48 - loss: 0.4987 - mae: 0.8443 137/1678 [=>............................] - ETA: 14:48 - loss: 0.4994 - mae: 0.8457 138/1678 [=>............................] - ETA: 14:47 - loss: 0.4977 - mae: 0.8428 139/1678 [=>............................] - ETA: 14:47 - loss: 0.4983 - mae: 0.8439 140/1678 [=>............................] - ETA: 14:46 - loss: 0.4979 - mae: 0.8430 141/1678 [=>............................] - ETA: 14:45 - loss: 0.4984 - mae: 0.8437 142/1678 [=>............................] - ETA: 14:45 - loss: 0.4977 - mae: 0.8426 143/1678 [=>............................] - ETA: 14:44 - 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loss: 0.4965 - mae: 0.8413 168/1678 [==>...........................] - ETA: 14:30 - loss: 0.4968 - mae: 0.8420 169/1678 [==>...........................] - ETA: 14:29 - loss: 0.4973 - mae: 0.8425 170/1678 [==>...........................] - ETA: 14:29 - loss: 0.4986 - mae: 0.8443 171/1678 [==>...........................] - ETA: 14:28 - loss: 0.4973 - mae: 0.8428 172/1678 [==>...........................] - ETA: 14:28 - loss: 0.4960 - mae: 0.8408 173/1678 [==>...........................] - ETA: 14:27 - loss: 0.4972 - mae: 0.8426 174/1678 [==>...........................] - ETA: 14:26 - loss: 0.4982 - mae: 0.8440 175/1678 [==>...........................] - ETA: 14:26 - loss: 0.4980 - mae: 0.8434 176/1678 [==>...........................] - ETA: 14:25 - loss: 0.5000 - mae: 0.8461 177/1678 [==>...........................] - ETA: 14:25 - loss: 0.4986 - mae: 0.8441 178/1678 [==>...........................] - ETA: 14:24 - loss: 0.4985 - mae: 0.8439 179/1678 [==>...........................] - ETA: 14:24 - 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ETA: 13s - loss: 0.5060 - mae: 0.8487 1656/1678 [============================>.] - ETA: 12s - loss: 0.5060 - mae: 0.8486 1657/1678 [============================>.] - ETA: 12s - loss: 0.5061 - mae: 0.8488 1658/1678 [============================>.] - ETA: 11s - loss: 0.5064 - mae: 0.8491 1659/1678 [============================>.] - ETA: 10s - loss: 0.5063 - mae: 0.8490 1660/1678 [============================>.] - ETA: 10s - loss: 0.5063 - mae: 0.8491 1661/1678 [============================>.] - ETA: 9s - loss: 0.5062 - mae: 0.8489  1662/1678 [============================>.] - ETA: 9s - loss: 0.5060 - mae: 0.8486 1663/1678 [============================>.] - ETA: 8s - loss: 0.5060 - mae: 0.8487 1664/1678 [============================>.] - ETA: 8s - loss: 0.5060 - mae: 0.8487 1665/1678 [============================>.] - ETA: 7s - loss: 0.5060 - mae: 0.8487 1666/1678 [============================>.] - ETA: 6s - loss: 0.5061 - mae: 0.8488 1667/1678 [============================>.] - ETA: 6s - loss: 0.5062 - mae: 0.8490 1668/1678 [============================>.] - ETA: 5s - loss: 0.5062 - mae: 0.8490 1669/1678 [============================>.] - ETA: 5s - loss: 0.5063 - mae: 0.8492 1670/1678 [============================>.] - ETA: 4s - loss: 0.5063 - mae: 0.8492 1671/1678 [============================>.] - ETA: 4s - loss: 0.5063 - mae: 0.8491 1672/1678 [============================>.] - ETA: 3s - loss: 0.5063 - mae: 0.8492 1673/1678 [============================>.] - ETA: 2s - loss: 0.5062 - mae: 0.8490 1674/1678 [============================>.] - ETA: 2s - loss: 0.5064 - mae: 0.8492 1675/1678 [============================>.] - ETA: 1s - loss: 0.5063 - mae: 0.8492 1676/1678 [============================>.] - ETA: 1s - loss: 0.5064 - mae: 0.8493 1677/1678 [============================>.] - ETA: 0s - loss: 0.5065 - mae: 0.8495 Epoch 00031: val_loss did not improve from 0.58498  1678/1678 [==============================] - 981s 584ms/step - loss: 0.5065 - mae: 0.8494 - val_loss: 0.5874 - val_mae: 0.9390 Epoch 32/64 1/1678 [..............................] - ETA: 16:23 - loss: 0.6007 - mae: 0.9311 2/1678 [..............................] - ETA: 16:15 - loss: 0.3942 - mae: 0.6445 3/1678 [..............................] - ETA: 16:11 - loss: 0.4093 - mae: 0.7075 4/1678 [..............................] - ETA: 16:09 - loss: 0.4147 - mae: 0.7293 5/1678 [..............................] - ETA: 16:07 - loss: 0.4653 - mae: 0.8046 6/1678 [..............................] - ETA: 16:06 - loss: 0.4610 - mae: 0.7884 7/1678 [..............................] - ETA: 16:04 - loss: 0.4699 - mae: 0.7959 8/1678 [..............................] - ETA: 16:03 - loss: 0.4767 - mae: 0.7972 9/1678 [..............................] - ETA: 16:02 - loss: 0.4933 - mae: 0.8159 10/1678 [..............................] - ETA: 16:01 - loss: 0.4974 - mae: 0.8176 11/1678 [..............................] - ETA: 16:00 - loss: 0.4828 - mae: 0.7892 12/1678 [..............................] - ETA: 15:59 - loss: 0.4893 - 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ETA: 15:51 - loss: 0.5000 - mae: 0.8314 26/1678 [..............................] - ETA: 15:50 - loss: 0.4959 - mae: 0.8254 27/1678 [..............................] - ETA: 15:50 - loss: 0.4924 - mae: 0.8219 28/1678 [..............................] - ETA: 15:49 - loss: 0.4961 - mae: 0.8278 29/1678 [..............................] - ETA: 15:48 - loss: 0.4841 - mae: 0.8079 30/1678 [..............................] - ETA: 15:48 - loss: 0.4847 - mae: 0.8076 31/1678 [..............................] - ETA: 15:47 - loss: 0.4882 - mae: 0.8142 32/1678 [..............................] - ETA: 15:47 - loss: 0.4860 - mae: 0.8106 33/1678 [..............................] - ETA: 15:46 - loss: 0.4931 - mae: 0.8210 34/1678 [..............................] - ETA: 15:45 - loss: 0.4926 - mae: 0.8199 35/1678 [..............................] - ETA: 15:45 - loss: 0.4943 - mae: 0.8238 36/1678 [..............................] - ETA: 15:44 - loss: 0.4924 - mae: 0.8212 37/1678 [..............................] - ETA: 15:43 - loss: 0.4954 - mae: 0.8241 38/1678 [..............................] - ETA: 15:43 - loss: 0.5017 - mae: 0.8315 39/1678 [..............................] - ETA: 15:42 - loss: 0.5021 - mae: 0.8329 40/1678 [..............................] - ETA: 15:41 - loss: 0.4971 - mae: 0.8261 41/1678 [..............................] - ETA: 15:40 - loss: 0.4999 - mae: 0.8306 42/1678 [..............................] - ETA: 15:40 - loss: 0.5023 - mae: 0.8354 43/1678 [..............................] - ETA: 15:39 - loss: 0.5007 - mae: 0.8334 44/1678 [..............................] - ETA: 15:38 - loss: 0.5013 - mae: 0.8349 45/1678 [..............................] - ETA: 15:37 - loss: 0.4995 - mae: 0.8337 46/1678 [..............................] - ETA: 15:37 - loss: 0.5032 - mae: 0.8362 47/1678 [..............................] - ETA: 15:36 - loss: 0.4996 - mae: 0.8303 48/1678 [..............................] - ETA: 15:36 - loss: 0.4994 - mae: 0.8294 49/1678 [..............................] - ETA: 15:35 - loss: 0.5086 - mae: 0.8413 50/1678 [..............................] - ETA: 15:34 - loss: 0.5058 - mae: 0.8364 51/1678 [..............................] - ETA: 15:34 - loss: 0.5051 - mae: 0.8366 52/1678 [..............................] - ETA: 15:33 - loss: 0.5072 - mae: 0.8382 53/1678 [..............................] - ETA: 15:33 - loss: 0.5074 - mae: 0.8397 54/1678 [..............................] - ETA: 15:32 - loss: 0.5047 - mae: 0.8359 55/1678 [..............................] - ETA: 15:32 - loss: 0.5082 - mae: 0.8408 56/1678 [>.............................] - ETA: 15:31 - loss: 0.5103 - mae: 0.8439 57/1678 [>.............................] - ETA: 15:30 - loss: 0.5120 - mae: 0.8468 58/1678 [>.............................] - ETA: 15:30 - loss: 0.5098 - mae: 0.8449 59/1678 [>.............................] - ETA: 15:29 - loss: 0.5116 - mae: 0.8478 60/1678 [>.............................] - ETA: 15:29 - loss: 0.5106 - mae: 0.8461 61/1678 [>.............................] - ETA: 15:28 - loss: 0.5078 - mae: 0.8423 62/1678 [>.............................] - ETA: 15:28 - loss: 0.5060 - mae: 0.8395 63/1678 [>.............................] - ETA: 15:27 - loss: 0.5080 - mae: 0.8430 64/1678 [>.............................] - ETA: 15:27 - loss: 0.5118 - mae: 0.8485 65/1678 [>.............................] - ETA: 15:26 - loss: 0.5140 - mae: 0.8515 66/1678 [>.............................] - ETA: 15:25 - loss: 0.5159 - mae: 0.8551 67/1678 [>.............................] - ETA: 15:25 - loss: 0.5129 - mae: 0.8514 68/1678 [>.............................] - ETA: 15:24 - loss: 0.5148 - mae: 0.8547 69/1678 [>.............................] - ETA: 15:24 - loss: 0.5111 - mae: 0.8498 70/1678 [>.............................] - ETA: 15:23 - loss: 0.5117 - mae: 0.8512 71/1678 [>.............................] - ETA: 15:23 - loss: 0.5141 - mae: 0.8549 72/1678 [>.............................] - ETA: 15:22 - loss: 0.5116 - mae: 0.8525 73/1678 [>.............................] - ETA: 15:22 - loss: 0.5151 - mae: 0.8579 74/1678 [>.............................] - ETA: 15:21 - loss: 0.5126 - mae: 0.8540 75/1678 [>.............................] - ETA: 15:20 - loss: 0.5117 - mae: 0.8527 76/1678 [>.............................] - ETA: 15:20 - loss: 0.5155 - mae: 0.8575 77/1678 [>.............................] - ETA: 15:19 - loss: 0.5118 - mae: 0.8523 78/1678 [>.............................] - ETA: 15:19 - loss: 0.5103 - mae: 0.8505 79/1678 [>.............................] - ETA: 15:18 - loss: 0.5093 - mae: 0.8488 80/1678 [>.............................] - ETA: 15:18 - loss: 0.5079 - mae: 0.8475 81/1678 [>.............................] - ETA: 15:17 - loss: 0.5054 - mae: 0.8443 82/1678 [>.............................] - ETA: 15:16 - loss: 0.5060 - mae: 0.8451 83/1678 [>.............................] - ETA: 15:16 - loss: 0.5085 - mae: 0.8487 84/1678 [>.............................] - ETA: 15:15 - loss: 0.5042 - mae: 0.8422 85/1678 [>.............................] - ETA: 15:15 - loss: 0.5062 - mae: 0.8452 86/1678 [>.............................] - ETA: 15:14 - loss: 0.5071 - mae: 0.8467 87/1678 [>.............................] - ETA: 15:14 - loss: 0.5069 - mae: 0.8472 88/1678 [>.............................] - ETA: 15:13 - loss: 0.5115 - mae: 0.8534 89/1678 [>.............................] - ETA: 15:12 - loss: 0.5102 - mae: 0.8517 90/1678 [>.............................] - ETA: 15:12 - loss: 0.5082 - mae: 0.8479 91/1678 [>.............................] - ETA: 15:11 - loss: 0.5152 - mae: 0.8566 92/1678 [>.............................] - ETA: 15:11 - loss: 0.5141 - mae: 0.8558 93/1678 [>.............................] - ETA: 15:10 - loss: 0.5104 - mae: 0.8505 94/1678 [>.............................] - ETA: 15:10 - loss: 0.5082 - mae: 0.8472 95/1678 [>.............................] - ETA: 15:09 - loss: 0.5061 - mae: 0.8441 96/1678 [>.............................] - ETA: 15:08 - loss: 0.5060 - mae: 0.8441 97/1678 [>.............................] - ETA: 15:08 - loss: 0.5026 - mae: 0.8390 98/1678 [>.............................] - ETA: 15:07 - loss: 0.5011 - mae: 0.8366 99/1678 [>.............................] - ETA: 15:07 - loss: 0.5007 - mae: 0.8365 100/1678 [>.............................] - ETA: 15:06 - loss: 0.5021 - mae: 0.8385 101/1678 [>.............................] - ETA: 15:06 - loss: 0.5055 - mae: 0.8434 102/1678 [>.............................] - ETA: 15:05 - loss: 0.5024 - mae: 0.8384 103/1678 [>.............................] - ETA: 15:04 - loss: 0.4995 - mae: 0.8343 104/1678 [>.............................] - ETA: 15:04 - loss: 0.5030 - mae: 0.8392 105/1678 [>.............................] - ETA: 15:03 - loss: 0.5069 - mae: 0.8441 106/1678 [>.............................] - ETA: 15:03 - loss: 0.5073 - mae: 0.8451 107/1678 [>.............................] - ETA: 15:02 - loss: 0.5066 - mae: 0.8440 108/1678 [>.............................] - ETA: 15:02 - loss: 0.5081 - mae: 0.8459 109/1678 [>.............................] - ETA: 15:51 - loss: 0.5099 - mae: 0.8481 110/1678 [>.............................] - ETA: 15:50 - loss: 0.5111 - mae: 0.8500 111/1678 [>.............................] - ETA: 15:49 - loss: 0.5107 - mae: 0.8495 112/1678 [=>............................] - ETA: 15:48 - loss: 0.5094 - mae: 0.8478 113/1678 [=>............................] - ETA: 15:47 - loss: 0.5068 - mae: 0.8445 114/1678 [=>............................] - ETA: 15:46 - loss: 0.5068 - mae: 0.8448 115/1678 [=>............................] - ETA: 15:45 - loss: 0.5062 - mae: 0.8446 116/1678 [=>............................] - ETA: 15:44 - loss: 0.5067 - mae: 0.8456 117/1678 [=>............................] - ETA: 15:43 - loss: 0.5095 - mae: 0.8492 118/1678 [=>............................] - ETA: 15:42 - loss: 0.5083 - mae: 0.8474 119/1678 [=>............................] - ETA: 15:41 - loss: 0.5072 - mae: 0.8456 120/1678 [=>............................] - ETA: 15:40 - loss: 0.5068 - mae: 0.8455 121/1678 [=>............................] - ETA: 15:40 - loss: 0.5069 - mae: 0.8456 122/1678 [=>............................] - ETA: 15:39 - loss: 0.5068 - mae: 0.8452 123/1678 [=>............................] - ETA: 15:38 - loss: 0.5073 - mae: 0.8462 124/1678 [=>............................] - ETA: 15:37 - loss: 0.5071 - mae: 0.8462 125/1678 [=>............................] - ETA: 15:36 - loss: 0.5065 - mae: 0.8456 126/1678 [=>............................] - ETA: 15:35 - loss: 0.5053 - mae: 0.8439 127/1678 [=>............................] - ETA: 15:34 - loss: 0.5069 - mae: 0.8459 128/1678 [=>............................] - ETA: 15:33 - loss: 0.5069 - mae: 0.8462 129/1678 [=>............................] - ETA: 15:32 - loss: 0.5059 - mae: 0.8450 130/1678 [=>............................] - ETA: 15:31 - loss: 0.5068 - mae: 0.8464 131/1678 [=>............................] - ETA: 15:30 - loss: 0.5061 - mae: 0.8452 132/1678 [=>............................] - ETA: 15:30 - loss: 0.5043 - mae: 0.8427 133/1678 [=>............................] - ETA: 15:29 - loss: 0.5060 - mae: 0.8449 134/1678 [=>............................] - ETA: 15:28 - loss: 0.5069 - mae: 0.8463 135/1678 [=>............................] - 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mae: 0.8453 1659/1678 [============================>.] - ETA: 10s - loss: 0.5031 - mae: 0.8454 1660/1678 [============================>.] - ETA: 10s - loss: 0.5031 - mae: 0.8454 1661/1678 [============================>.] - ETA: 9s - loss: 0.5031 - mae: 0.8454  1662/1678 [============================>.] - ETA: 9s - loss: 0.5029 - mae: 0.8451 1663/1678 [============================>.] - ETA: 8s - loss: 0.5028 - mae: 0.8449 1664/1678 [============================>.] - ETA: 8s - loss: 0.5028 - mae: 0.8450 1665/1678 [============================>.] - ETA: 7s - loss: 0.5026 - mae: 0.8447 1666/1678 [============================>.] - ETA: 6s - loss: 0.5026 - mae: 0.8447 1667/1678 [============================>.] - ETA: 6s - loss: 0.5027 - mae: 0.8447 1668/1678 [============================>.] - ETA: 5s - loss: 0.5026 - mae: 0.8447 1669/1678 [============================>.] - ETA: 5s - loss: 0.5027 - mae: 0.8448 1670/1678 [============================>.] - ETA: 4s - loss: 0.5027 - mae: 0.8448 1671/1678 [============================>.] - ETA: 4s - loss: 0.5027 - mae: 0.8447 1672/1678 [============================>.] - ETA: 3s - loss: 0.5027 - mae: 0.8447 1673/1678 [============================>.] - ETA: 2s - loss: 0.5026 - mae: 0.8447 1674/1678 [============================>.] - ETA: 2s - loss: 0.5026 - mae: 0.8446 1675/1678 [============================>.] - ETA: 1s - loss: 0.5024 - mae: 0.8444 1676/1678 [============================>.] - ETA: 1s - loss: 0.5024 - mae: 0.8443 1677/1678 [============================>.] - ETA: 0s - loss: 0.5025 - mae: 0.8445 Epoch 00032: val_loss did not improve from 0.58498  1678/1678 [==============================] - 980s 584ms/step - loss: 0.5026 - mae: 0.8447 - val_loss: 0.5851 - val_mae: 0.9386 Epoch 33/64 1/1678 [..............................] - ETA: 16:34 - loss: 0.6972 - mae: 1.1205 2/1678 [..............................] - ETA: 16:25 - loss: 0.7084 - mae: 1.1293 3/1678 [..............................] - ETA: 16:16 - loss: 0.7159 - mae: 1.1204 4/1678 [..............................] - 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ETA: 16s - loss: 0.5018 - mae: 0.8432 1651/1678 [============================>.] - ETA: 15s - loss: 0.5018 - mae: 0.8433 1652/1678 [============================>.] - ETA: 15s - loss: 0.5017 - mae: 0.8432 1653/1678 [============================>.] - ETA: 14s - loss: 0.5018 - mae: 0.8432 1654/1678 [============================>.] - ETA: 13s - loss: 0.5017 - mae: 0.8432 1655/1678 [============================>.] - ETA: 13s - loss: 0.5018 - mae: 0.8433 1656/1678 [============================>.] - ETA: 12s - loss: 0.5019 - mae: 0.8434 1657/1678 [============================>.] - ETA: 12s - loss: 0.5020 - mae: 0.8435 1658/1678 [============================>.] - ETA: 11s - loss: 0.5020 - mae: 0.8435 1659/1678 [============================>.] - ETA: 11s - loss: 0.5020 - mae: 0.8436 1660/1678 [============================>.] - ETA: 10s - loss: 0.5021 - mae: 0.8437 1661/1678 [============================>.] - ETA: 9s - loss: 0.5020 - mae: 0.8437  1662/1678 [============================>.] - ETA: 9s - loss: 0.5020 - mae: 0.8436 1663/1678 [============================>.] - ETA: 8s - loss: 0.5022 - mae: 0.8439 1664/1678 [============================>.] - ETA: 8s - loss: 0.5021 - mae: 0.8437 1665/1678 [============================>.] - ETA: 7s - loss: 0.5021 - mae: 0.8438 1666/1678 [============================>.] - ETA: 6s - loss: 0.5021 - mae: 0.8438 1667/1678 [============================>.] - ETA: 6s - loss: 0.5020 - mae: 0.8436 1668/1678 [============================>.] - ETA: 5s - loss: 0.5021 - mae: 0.8437 1669/1678 [============================>.] - ETA: 5s - loss: 0.5021 - mae: 0.8438 1670/1678 [============================>.] - ETA: 4s - loss: 0.5022 - mae: 0.8438 1671/1678 [============================>.] - ETA: 4s - loss: 0.5023 - mae: 0.8440 1672/1678 [============================>.] - ETA: 3s - loss: 0.5023 - mae: 0.8441 1673/1678 [============================>.] - ETA: 2s - loss: 0.5023 - mae: 0.8440 1674/1678 [============================>.] - ETA: 2s - loss: 0.5023 - mae: 0.8440 1675/1678 [============================>.] - ETA: 1s - loss: 0.5022 - mae: 0.8439 1676/1678 [============================>.] - ETA: 1s - loss: 0.5022 - mae: 0.8439 1677/1678 [============================>.] - ETA: 0s - loss: 0.5021 - mae: 0.8438 Epoch 00033: val_loss did not improve from 0.58498  1678/1678 [==============================] - 984s 586ms/step - loss: 0.5022 - mae: 0.8440 - val_loss: 0.5890 - val_mae: 0.9425 Epoch 34/64 1/1678 [..............................] - ETA: 16:59 - loss: 0.5000 - mae: 0.7874 2/1678 [..............................] - ETA: 16:33 - loss: 0.4251 - mae: 0.7088 3/1678 [..............................] - ETA: 16:24 - loss: 0.4021 - mae: 0.6988 4/1678 [..............................] - ETA: 16:18 - loss: 0.4578 - mae: 0.7676 5/1678 [..............................] - ETA: 16:15 - loss: 0.4670 - mae: 0.7892 6/1678 [..............................] - ETA: 16:14 - loss: 0.4626 - mae: 0.7893 7/1678 [..............................] - ETA: 16:12 - loss: 0.4558 - mae: 0.7780 8/1678 [..............................] - 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ETA: 15:42 - loss: 0.4673 - mae: 0.7955 46/1678 [..............................] - ETA: 15:42 - loss: 0.4715 - mae: 0.8018 47/1678 [..............................] - ETA: 15:42 - loss: 0.4655 - mae: 0.7938 48/1678 [..............................] - ETA: 15:41 - loss: 0.4671 - mae: 0.7963 49/1678 [..............................] - ETA: 15:41 - loss: 0.4612 - mae: 0.7869 50/1678 [..............................] - ETA: 15:40 - loss: 0.4604 - mae: 0.7859 51/1678 [..............................] - ETA: 15:39 - loss: 0.4626 - mae: 0.7886 52/1678 [..............................] - ETA: 15:39 - loss: 0.4705 - mae: 0.7987 53/1678 [..............................] - ETA: 15:38 - loss: 0.4754 - mae: 0.8053 54/1678 [..............................] - ETA: 15:38 - loss: 0.4758 - mae: 0.8051 55/1678 [..............................] - ETA: 15:37 - loss: 0.4751 - mae: 0.8063 56/1678 [>.............................] - ETA: 15:36 - loss: 0.4741 - mae: 0.8057 57/1678 [>.............................] - ETA: 15:36 - loss: 0.4778 - mae: 0.8111 58/1678 [>.............................] - ETA: 15:35 - loss: 0.4860 - mae: 0.8198 59/1678 [>.............................] - ETA: 15:35 - loss: 0.4866 - mae: 0.8217 60/1678 [>.............................] - ETA: 15:34 - loss: 0.4837 - mae: 0.8181 61/1678 [>.............................] - ETA: 15:33 - loss: 0.4827 - mae: 0.8174 62/1678 [>.............................] - ETA: 15:33 - loss: 0.4832 - mae: 0.8184 63/1678 [>.............................] - ETA: 15:32 - loss: 0.4845 - mae: 0.8209 64/1678 [>.............................] - ETA: 15:31 - loss: 0.4871 - mae: 0.8248 65/1678 [>.............................] - ETA: 15:31 - loss: 0.4889 - mae: 0.8280 66/1678 [>.............................] - ETA: 15:30 - loss: 0.4885 - mae: 0.8270 67/1678 [>.............................] - ETA: 15:30 - loss: 0.4844 - mae: 0.8204 68/1678 [>.............................] - ETA: 15:29 - loss: 0.4806 - mae: 0.8154 69/1678 [>.............................] - ETA: 15:28 - loss: 0.4825 - mae: 0.8166 70/1678 [>.............................] - ETA: 15:28 - loss: 0.4833 - mae: 0.8179 71/1678 [>.............................] - ETA: 15:27 - loss: 0.4836 - mae: 0.8190 72/1678 [>.............................] - ETA: 15:27 - loss: 0.4823 - mae: 0.8165 73/1678 [>.............................] - ETA: 15:26 - loss: 0.4816 - mae: 0.8152 74/1678 [>.............................] - ETA: 15:25 - loss: 0.4790 - mae: 0.8115 75/1678 [>.............................] - ETA: 15:25 - loss: 0.4809 - mae: 0.8146 76/1678 [>.............................] - ETA: 15:24 - loss: 0.4810 - mae: 0.8151 77/1678 [>.............................] - ETA: 15:24 - loss: 0.4801 - mae: 0.8134 78/1678 [>.............................] - ETA: 15:23 - loss: 0.4802 - mae: 0.8147 79/1678 [>.............................] - ETA: 15:23 - loss: 0.4855 - mae: 0.8213 80/1678 [>.............................] - ETA: 15:22 - loss: 0.4857 - mae: 0.8215 81/1678 [>.............................] - ETA: 15:22 - loss: 0.4849 - mae: 0.8209 82/1678 [>.............................] - ETA: 15:21 - loss: 0.4853 - mae: 0.8221 83/1678 [>.............................] - ETA: 15:20 - loss: 0.4850 - mae: 0.8227 84/1678 [>.............................] - ETA: 15:20 - loss: 0.4834 - mae: 0.8207 85/1678 [>.............................] - ETA: 15:19 - loss: 0.4849 - mae: 0.8231 86/1678 [>.............................] - ETA: 15:19 - loss: 0.4849 - mae: 0.8224 87/1678 [>.............................] - ETA: 15:18 - loss: 0.4902 - mae: 0.8291 88/1678 [>.............................] - ETA: 15:18 - loss: 0.4890 - mae: 0.8272 89/1678 [>.............................] - ETA: 15:17 - loss: 0.4906 - mae: 0.8296 90/1678 [>.............................] - ETA: 15:16 - loss: 0.4902 - mae: 0.8291 91/1678 [>.............................] - ETA: 15:16 - loss: 0.4911 - mae: 0.8306 92/1678 [>.............................] - ETA: 15:15 - loss: 0.4887 - mae: 0.8272 93/1678 [>.............................] - ETA: 15:15 - loss: 0.4894 - mae: 0.8287 94/1678 [>.............................] - ETA: 15:14 - loss: 0.4910 - mae: 0.8310 95/1678 [>.............................] - ETA: 15:13 - loss: 0.4921 - mae: 0.8327 96/1678 [>.............................] - ETA: 15:13 - loss: 0.4952 - mae: 0.8368 97/1678 [>.............................] - ETA: 15:12 - loss: 0.4925 - mae: 0.8339 98/1678 [>.............................] - ETA: 15:12 - loss: 0.4930 - mae: 0.8341 99/1678 [>.............................] - ETA: 15:11 - loss: 0.4931 - mae: 0.8348 100/1678 [>.............................] - ETA: 15:10 - loss: 0.4950 - mae: 0.8377 101/1678 [>.............................] - ETA: 15:10 - loss: 0.4941 - mae: 0.8364 102/1678 [>.............................] - ETA: 15:09 - loss: 0.4920 - mae: 0.8333 103/1678 [>.............................] - ETA: 15:09 - loss: 0.4900 - mae: 0.8307 104/1678 [>.............................] - ETA: 15:08 - loss: 0.4906 - mae: 0.8311 105/1678 [>.............................] - ETA: 15:07 - loss: 0.4903 - mae: 0.8312 106/1678 [>.............................] - ETA: 15:07 - 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ETA: 7s - loss: 0.4952 - mae: 0.8353 1667/1678 [============================>.] - ETA: 6s - loss: 0.4952 - mae: 0.8353 1668/1678 [============================>.] - ETA: 6s - loss: 0.4954 - mae: 0.8355 1669/1678 [============================>.] - ETA: 5s - loss: 0.4955 - mae: 0.8356 1670/1678 [============================>.] - ETA: 4s - loss: 0.4954 - mae: 0.8355 1671/1678 [============================>.] - ETA: 4s - loss: 0.4955 - mae: 0.8357 1672/1678 [============================>.] - ETA: 3s - loss: 0.4955 - mae: 0.8357 1673/1678 [============================>.] - ETA: 3s - loss: 0.4954 - mae: 0.8357 1674/1678 [============================>.] - ETA: 2s - loss: 0.4955 - mae: 0.8358 1675/1678 [============================>.] - ETA: 1s - loss: 0.4954 - mae: 0.8356 1676/1678 [============================>.] - ETA: 1s - loss: 0.4953 - mae: 0.8354 1677/1678 [============================>.] - ETA: 0s - loss: 0.4951 - mae: 0.8352 Epoch 00034: val_loss improved from 0.58498 to 0.57122, saving model to distance.hdf5  1678/1678 [==============================] - 1063s 633ms/step - loss: 0.4949 - mae: 0.8349 - val_loss: 0.5712 - val_mae: 0.9216 Epoch 35/64 1/1678 [..............................] - ETA: 16:09 - loss: 0.6663 - mae: 1.0922 2/1678 [..............................] - ETA: 16:06 - loss: 0.6832 - mae: 1.1097 3/1678 [..............................] - ETA: 16:08 - loss: 0.5455 - mae: 0.9116 4/1678 [..............................] - ETA: 16:05 - loss: 0.5277 - mae: 0.8794 5/1678 [..............................] - ETA: 17:46 - loss: 0.5510 - mae: 0.9174 6/1678 [..............................] - ETA: 19:17 - loss: 0.4995 - mae: 0.8435 7/1678 [..............................] - ETA: 19:32 - loss: 0.4743 - mae: 0.8072 8/1678 [..............................] - ETA: 19:05 - loss: 0.4676 - mae: 0.8060 9/1678 [..............................] - ETA: 18:43 - loss: 0.4438 - mae: 0.7727 10/1678 [..............................] - ETA: 18:26 - loss: 0.4614 - mae: 0.7869 11/1678 [..............................] - ETA: 18:12 - loss: 0.4609 - mae: 0.7881 12/1678 [..............................] - 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loss: 0.4953 - mae: 0.8350 1654/1678 [============================>.] - ETA: 16s - loss: 0.4952 - mae: 0.8349 1655/1678 [============================>.] - ETA: 15s - loss: 0.4950 - mae: 0.8346 1656/1678 [============================>.] - ETA: 15s - loss: 0.4951 - mae: 0.8348 1657/1678 [============================>.] - ETA: 14s - loss: 0.4950 - mae: 0.8347 1658/1678 [============================>.] - ETA: 13s - loss: 0.4952 - mae: 0.8349 1659/1678 [============================>.] - ETA: 13s - loss: 0.4951 - mae: 0.8347 1660/1678 [============================>.] - ETA: 12s - loss: 0.4951 - mae: 0.8348 1661/1678 [============================>.] - ETA: 11s - loss: 0.4951 - mae: 0.8348 1662/1678 [============================>.] - ETA: 11s - loss: 0.4951 - mae: 0.8349 1663/1678 [============================>.] - ETA: 10s - loss: 0.4951 - mae: 0.8347 1664/1678 [============================>.] - ETA: 9s - loss: 0.4952 - mae: 0.8350  1665/1678 [============================>.] - ETA: 9s - loss: 0.4952 - mae: 0.8349 1666/1678 [============================>.] - ETA: 8s - loss: 0.4953 - mae: 0.8350 1667/1678 [============================>.] - ETA: 7s - loss: 0.4952 - mae: 0.8349 1668/1678 [============================>.] - ETA: 6s - loss: 0.4954 - mae: 0.8352 1669/1678 [============================>.] - ETA: 6s - loss: 0.4954 - mae: 0.8351 1670/1678 [============================>.] - ETA: 5s - loss: 0.4953 - mae: 0.8350 1671/1678 [============================>.] - ETA: 4s - loss: 0.4953 - mae: 0.8351 1672/1678 [============================>.] - ETA: 4s - loss: 0.4952 - mae: 0.8349 1673/1678 [============================>.] - ETA: 3s - loss: 0.4952 - mae: 0.8350 1674/1678 [============================>.] - ETA: 2s - loss: 0.4952 - mae: 0.8350 1675/1678 [============================>.] - ETA: 2s - loss: 0.4951 - mae: 0.8349 1676/1678 [============================>.] - ETA: 1s - loss: 0.4954 - mae: 0.8352 1677/1678 [============================>.] - ETA: 0s - loss: 0.4953 - mae: 0.8352 Epoch 00035: val_loss improved from 0.57122 to 0.57038, saving model to distance.hdf5  1678/1678 [==============================] - 1183s 705ms/step - loss: 0.4953 - mae: 0.8351 - val_loss: 0.5704 - val_mae: 0.9129 Epoch 36/64 1/1678 [..............................] - ETA: 15:57 - loss: 0.1829 - mae: 0.3547 2/1678 [..............................] - ETA: 16:00 - loss: 0.4836 - mae: 0.7453 3/1678 [..............................] - ETA: 16:03 - loss: 0.4637 - mae: 0.7551 4/1678 [..............................] - ETA: 16:02 - loss: 0.4868 - mae: 0.7883 5/1678 [..............................] - ETA: 16:01 - loss: 0.5063 - mae: 0.8236 6/1678 [..............................] - ETA: 17:17 - loss: 0.4835 - mae: 0.8004 7/1678 [..............................] - ETA: 17:45 - loss: 0.4802 - mae: 0.7991 8/1678 [..............................] - ETA: 17:31 - loss: 0.4914 - mae: 0.8164 9/1678 [..............................] - ETA: 17:20 - loss: 0.5177 - mae: 0.8566 10/1678 [..............................] - ETA: 17:31 - loss: 0.5047 - mae: 0.8465 11/1678 [..............................] - ETA: 18:12 - loss: 0.4988 - mae: 0.8464 12/1678 [..............................] - ETA: 19:00 - loss: 0.4856 - mae: 0.8294 13/1678 [..............................] - ETA: 19:51 - loss: 0.4869 - mae: 0.8333 14/1678 [..............................] - ETA: 20:24 - loss: 0.4940 - mae: 0.8430 15/1678 [..............................] - ETA: 20:32 - loss: 0.4850 - mae: 0.8254 16/1678 [..............................] - ETA: 20:53 - loss: 0.4779 - mae: 0.8148 17/1678 [..............................] - ETA: 21:10 - loss: 0.5018 - mae: 0.8444 18/1678 [..............................] - ETA: 21:26 - loss: 0.4872 - mae: 0.8235 19/1678 [..............................] - ETA: 21:47 - loss: 0.4846 - mae: 0.8193 20/1678 [..............................] - ETA: 22:11 - loss: 0.4688 - mae: 0.7973 21/1678 [..............................] - ETA: 21:55 - loss: 0.4639 - mae: 0.7913 22/1678 [..............................] - ETA: 22:08 - loss: 0.4685 - mae: 0.7950 23/1678 [..............................] - ETA: 22:27 - loss: 0.4837 - mae: 0.8151 24/1678 [..............................] - ETA: 22:44 - loss: 0.4765 - mae: 0.8050 25/1678 [..............................] - ETA: 22:57 - loss: 0.4711 - mae: 0.8006 26/1678 [..............................] - ETA: 23:10 - loss: 0.4666 - mae: 0.7931 27/1678 [..............................] - ETA: 23:09 - loss: 0.4729 - mae: 0.8020 28/1678 [..............................] - ETA: 23:03 - loss: 0.4666 - mae: 0.7936 29/1678 [..............................] - ETA: 22:47 - loss: 0.4662 - mae: 0.7932 30/1678 [..............................] - ETA: 22:32 - loss: 0.4696 - mae: 0.8005 31/1678 [..............................] - ETA: 22:19 - loss: 0.4711 - mae: 0.8031 32/1678 [..............................] - ETA: 22:07 - loss: 0.4763 - mae: 0.8111 33/1678 [..............................] - ETA: 21:55 - loss: 0.4814 - mae: 0.8150 34/1678 [..............................] - ETA: 21:43 - loss: 0.4817 - mae: 0.8144 35/1678 [..............................] - ETA: 21:32 - loss: 0.4874 - mae: 0.8236 36/1678 [..............................] - ETA: 21:22 - loss: 0.4840 - mae: 0.8186 37/1678 [..............................] - ETA: 21:12 - loss: 0.4847 - mae: 0.8202 38/1678 [..............................] - ETA: 21:03 - loss: 0.4842 - mae: 0.8205 39/1678 [..............................] - ETA: 20:54 - loss: 0.4775 - mae: 0.8107 40/1678 [..............................] - ETA: 20:46 - loss: 0.4822 - mae: 0.8173 41/1678 [..............................] - ETA: 20:38 - loss: 0.4801 - mae: 0.8141 42/1678 [..............................] - ETA: 20:30 - loss: 0.4817 - mae: 0.8167 43/1678 [..............................] - ETA: 20:23 - loss: 0.4770 - mae: 0.8099 44/1678 [..............................] - ETA: 20:15 - loss: 0.4793 - mae: 0.8141 45/1678 [..............................] - ETA: 20:08 - loss: 0.4845 - mae: 0.8222 46/1678 [..............................] - ETA: 20:02 - loss: 0.4894 - mae: 0.8288 47/1678 [..............................] - ETA: 20:14 - loss: 0.4897 - mae: 0.8306 48/1678 [..............................] - ETA: 20:07 - loss: 0.4927 - mae: 0.8328 49/1678 [..............................] - ETA: 20:15 - loss: 0.4948 - mae: 0.8347 50/1678 [..............................] - ETA: 20:09 - loss: 0.4917 - mae: 0.8297 51/1678 [..............................] - ETA: 20:08 - loss: 0.4883 - mae: 0.8256 52/1678 [..............................] - ETA: 20:13 - loss: 0.4905 - mae: 0.8284 53/1678 [..............................] - ETA: 20:19 - loss: 0.4900 - mae: 0.8280 54/1678 [..............................] - ETA: 20:28 - loss: 0.4873 - mae: 0.8251 55/1678 [..............................] - ETA: 20:37 - loss: 0.4847 - mae: 0.8199 56/1678 [>.............................] - ETA: 20:44 - loss: 0.4857 - mae: 0.8216 57/1678 [>.............................] - ETA: 20:38 - loss: 0.4841 - mae: 0.8197 58/1678 [>.............................] - ETA: 20:32 - loss: 0.4827 - mae: 0.8188 59/1678 [>.............................] - ETA: 20:27 - loss: 0.4857 - mae: 0.8232 60/1678 [>.............................] - ETA: 20:21 - loss: 0.4844 - mae: 0.8223 61/1678 [>.............................] - ETA: 20:16 - 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mae: 0.8292 Epoch 00036: val_loss did not improve from 0.57038  1678/1678 [==============================] - 1194s 712ms/step - loss: 0.4907 - mae: 0.8291 - val_loss: 0.5964 - val_mae: 0.9443 Epoch 37/64 1/1678 [..............................] - ETA: 28:46 - loss: 0.4268 - mae: 0.7434 2/1678 [..............................] - ETA: 22:22 - loss: 0.4818 - mae: 0.7849 3/1678 [..............................] - ETA: 20:14 - loss: 0.4723 - mae: 0.7832 4/1678 [..............................] - ETA: 19:10 - loss: 0.4439 - mae: 0.7392 5/1678 [..............................] - ETA: 18:32 - loss: 0.4849 - mae: 0.8049 6/1678 [..............................] - ETA: 18:06 - loss: 0.4858 - mae: 0.8256 7/1678 [..............................] - ETA: 17:47 - loss: 0.4842 - mae: 0.8297 8/1678 [..............................] - ETA: 17:32 - loss: 0.4688 - mae: 0.7985 9/1678 [..............................] - ETA: 17:22 - loss: 0.4650 - mae: 0.7991 10/1678 [..............................] - ETA: 17:13 - loss: 0.4631 - 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ETA: 27s - loss: 0.4872 - mae: 0.8252 1640/1678 [============================>.] - ETA: 26s - loss: 0.4872 - mae: 0.8251 1641/1678 [============================>.] - ETA: 25s - loss: 0.4873 - mae: 0.8252 1642/1678 [============================>.] - ETA: 25s - loss: 0.4873 - mae: 0.8253 1643/1678 [============================>.] - ETA: 24s - loss: 0.4873 - mae: 0.8252 1644/1678 [============================>.] - ETA: 23s - loss: 0.4872 - mae: 0.8251 1645/1678 [============================>.] - ETA: 23s - loss: 0.4870 - mae: 0.8249 1646/1678 [============================>.] - ETA: 22s - loss: 0.4870 - mae: 0.8249 1647/1678 [============================>.] - ETA: 21s - loss: 0.4869 - mae: 0.8249 1648/1678 [============================>.] - ETA: 21s - loss: 0.4868 - mae: 0.8246 1649/1678 [============================>.] - ETA: 20s - loss: 0.4870 - mae: 0.8249 1650/1678 [============================>.] - ETA: 19s - loss: 0.4870 - mae: 0.8250 1651/1678 [============================>.] - ETA: 18s - loss: 0.4871 - mae: 0.8250 1652/1678 [============================>.] - ETA: 18s - loss: 0.4870 - mae: 0.8250 1653/1678 [============================>.] - ETA: 17s - loss: 0.4870 - mae: 0.8251 1654/1678 [============================>.] - ETA: 16s - loss: 0.4870 - mae: 0.8251 1655/1678 [============================>.] - ETA: 16s - loss: 0.4871 - mae: 0.8252 1656/1678 [============================>.] - ETA: 15s - loss: 0.4869 - mae: 0.8250 1657/1678 [============================>.] - ETA: 14s - loss: 0.4869 - mae: 0.8248 1658/1678 [============================>.] - ETA: 14s - loss: 0.4868 - mae: 0.8247 1659/1678 [============================>.] - ETA: 13s - loss: 0.4868 - mae: 0.8247 1660/1678 [============================>.] - ETA: 12s - loss: 0.4868 - mae: 0.8247 1661/1678 [============================>.] - ETA: 11s - loss: 0.4867 - mae: 0.8246 1662/1678 [============================>.] - ETA: 11s - loss: 0.4867 - mae: 0.8246 1663/1678 [============================>.] - ETA: 10s - loss: 0.4867 - mae: 0.8246 1664/1678 [============================>.] - ETA: 9s - loss: 0.4866 - mae: 0.8244  1665/1678 [============================>.] - ETA: 9s - loss: 0.4867 - mae: 0.8245 1666/1678 [============================>.] - ETA: 8s - loss: 0.4867 - mae: 0.8245 1667/1678 [============================>.] - ETA: 7s - loss: 0.4869 - mae: 0.8247 1668/1678 [============================>.] - ETA: 7s - loss: 0.4867 - mae: 0.8246 1669/1678 [============================>.] - ETA: 6s - loss: 0.4868 - mae: 0.8246 1670/1678 [============================>.] - ETA: 5s - loss: 0.4868 - mae: 0.8247 1671/1678 [============================>.] - ETA: 4s - loss: 0.4866 - mae: 0.8245 1672/1678 [============================>.] - ETA: 4s - loss: 0.4866 - mae: 0.8244 1673/1678 [============================>.] - ETA: 3s - loss: 0.4867 - mae: 0.8245 1674/1678 [============================>.] - ETA: 2s - loss: 0.4868 - mae: 0.8247 1675/1678 [============================>.] - ETA: 2s - loss: 0.4868 - mae: 0.8248 1676/1678 [============================>.] - ETA: 1s - loss: 0.4868 - mae: 0.8248 1677/1678 [============================>.] - ETA: 0s - loss: 0.4868 - mae: 0.8248 Epoch 00037: val_loss did not improve from 0.57038  1678/1678 [==============================] - 1194s 712ms/step - loss: 0.4868 - mae: 0.8248 - val_loss: 0.5932 - val_mae: 0.9388 Epoch 38/64 1/1678 [..............................] - ETA: 16:02 - loss: 0.5489 - mae: 0.9459 2/1678 [..............................] - ETA: 16:00 - loss: 0.4620 - mae: 0.8023 3/1678 [..............................] - ETA: 19:36 - loss: 0.4989 - mae: 0.8683 4/1678 [..............................] - ETA: 21:42 - loss: 0.4137 - mae: 0.7375 5/1678 [..............................] - ETA: 22:57 - loss: 0.4104 - mae: 0.7220 6/1678 [..............................] - ETA: 23:45 - loss: 0.4093 - mae: 0.7271 7/1678 [..............................] - ETA: 24:18 - loss: 0.4122 - mae: 0.7365 8/1678 [..............................] - ETA: 23:39 - loss: 0.4139 - mae: 0.7357 9/1678 [..............................] - ETA: 22:47 - loss: 0.4310 - mae: 0.7594 10/1678 [..............................] - ETA: 22:05 - loss: 0.4289 - mae: 0.7500 11/1678 [..............................] - ETA: 21:33 - loss: 0.4256 - mae: 0.7415 12/1678 [..............................] - ETA: 21:05 - loss: 0.4279 - mae: 0.7461 13/1678 [..............................] - ETA: 20:40 - loss: 0.4146 - mae: 0.7298 14/1678 [..............................] - ETA: 20:19 - loss: 0.4286 - mae: 0.7422 15/1678 [..............................] - ETA: 20:01 - loss: 0.4486 - mae: 0.7698 16/1678 [..............................] - ETA: 19:45 - loss: 0.4608 - mae: 0.7870 17/1678 [..............................] - ETA: 19:31 - loss: 0.4721 - mae: 0.8003 18/1678 [..............................] - ETA: 19:18 - loss: 0.4645 - mae: 0.7861 19/1678 [..............................] - ETA: 19:07 - loss: 0.4700 - mae: 0.7980 20/1678 [..............................] - ETA: 18:56 - loss: 0.4581 - mae: 0.7779 21/1678 [..............................] - ETA: 18:47 - loss: 0.4539 - mae: 0.7743 22/1678 [..............................] - ETA: 18:51 - loss: 0.4650 - mae: 0.7900 23/1678 [..............................] - ETA: 19:03 - loss: 0.4767 - mae: 0.8064 24/1678 [..............................] - ETA: 19:22 - loss: 0.4644 - mae: 0.7879 25/1678 [..............................] - ETA: 19:15 - loss: 0.4737 - mae: 0.8006 26/1678 [..............................] - ETA: 19:06 - loss: 0.4752 - mae: 0.8054 27/1678 [..............................] - ETA: 18:58 - loss: 0.4801 - mae: 0.8129 28/1678 [..............................] - ETA: 18:51 - loss: 0.4847 - mae: 0.8196 29/1678 [..............................] - ETA: 18:44 - loss: 0.4835 - mae: 0.8207 30/1678 [..............................] - ETA: 18:37 - loss: 0.4845 - mae: 0.8217 31/1678 [..............................] - ETA: 18:31 - loss: 0.4809 - mae: 0.8163 32/1678 [..............................] - ETA: 18:25 - loss: 0.4742 - mae: 0.8081 33/1678 [..............................] - ETA: 18:20 - loss: 0.4763 - mae: 0.8103 34/1678 [..............................] - ETA: 18:15 - loss: 0.4775 - mae: 0.8120 35/1678 [..............................] - ETA: 18:10 - loss: 0.4734 - mae: 0.8055 36/1678 [..............................] - ETA: 18:26 - loss: 0.4686 - mae: 0.7982 37/1678 [..............................] - ETA: 18:21 - loss: 0.4665 - mae: 0.7945 38/1678 [..............................] - ETA: 18:34 - loss: 0.4653 - mae: 0.7944 39/1678 [..............................] - ETA: 18:47 - loss: 0.4734 - mae: 0.8049 40/1678 [..............................] - ETA: 18:44 - loss: 0.4718 - mae: 0.8037 41/1678 [..............................] - ETA: 18:43 - loss: 0.4702 - mae: 0.8005 42/1678 [..............................] - ETA: 18:51 - loss: 0.4824 - mae: 0.8174 43/1678 [..............................] - ETA: 19:03 - loss: 0.4823 - mae: 0.8168 44/1678 [..............................] - ETA: 19:17 - loss: 0.4771 - mae: 0.8097 45/1678 [..............................] - ETA: 19:28 - loss: 0.4715 - mae: 0.8013 46/1678 [..............................] - ETA: 19:39 - loss: 0.4789 - mae: 0.8107 47/1678 [..............................] - ETA: 19:33 - loss: 0.4787 - mae: 0.8109 48/1678 [..............................] - ETA: 19:27 - loss: 0.4787 - mae: 0.8109 49/1678 [..............................] - ETA: 19:22 - loss: 0.4745 - mae: 0.8047 50/1678 [..............................] - ETA: 19:16 - loss: 0.4711 - mae: 0.7996 51/1678 [..............................] - ETA: 19:12 - loss: 0.4690 - mae: 0.7973 52/1678 [..............................] - ETA: 19:07 - loss: 0.4761 - mae: 0.8074 53/1678 [..............................] - ETA: 19:02 - loss: 0.4749 - mae: 0.8065 54/1678 [..............................] - ETA: 18:58 - loss: 0.4767 - mae: 0.8090 55/1678 [..............................] - ETA: 18:58 - loss: 0.4818 - mae: 0.8163 56/1678 [>.............................] - ETA: 19:02 - loss: 0.4842 - mae: 0.8199 57/1678 [>.............................] - ETA: 18:58 - loss: 0.4825 - mae: 0.8184 58/1678 [>.............................] - ETA: 18:53 - loss: 0.4811 - mae: 0.8165 59/1678 [>.............................] - ETA: 18:49 - loss: 0.4807 - mae: 0.8155 60/1678 [>.............................] - ETA: 18:45 - loss: 0.4770 - mae: 0.8103 61/1678 [>.............................] - ETA: 18:41 - loss: 0.4725 - mae: 0.8031 62/1678 [>.............................] - ETA: 18:38 - loss: 0.4712 - mae: 0.8012 63/1678 [>.............................] - ETA: 18:34 - loss: 0.4716 - mae: 0.8024 64/1678 [>.............................] - ETA: 18:30 - loss: 0.4738 - mae: 0.8055 65/1678 [>.............................] - ETA: 18:27 - loss: 0.4707 - mae: 0.8007 66/1678 [>.............................] - ETA: 18:24 - loss: 0.4675 - mae: 0.7960 67/1678 [>.............................] - ETA: 18:20 - loss: 0.4687 - mae: 0.7988 68/1678 [>.............................] - ETA: 18:17 - loss: 0.4688 - mae: 0.7988 69/1678 [>.............................] - ETA: 18:14 - loss: 0.4708 - mae: 0.8017 70/1678 [>.............................] - ETA: 18:11 - loss: 0.4704 - mae: 0.8020 71/1678 [>.............................] - ETA: 18:08 - loss: 0.4699 - mae: 0.8020 72/1678 [>.............................] - ETA: 18:07 - loss: 0.4667 - mae: 0.7975 73/1678 [>.............................] - ETA: 18:12 - loss: 0.4662 - mae: 0.7962 74/1678 [>.............................] - ETA: 18:19 - loss: 0.4642 - mae: 0.7930 75/1678 [>.............................] - ETA: 18:17 - loss: 0.4664 - mae: 0.7955 76/1678 [>.............................] - ETA: 18:22 - loss: 0.4686 - mae: 0.7987 77/1678 [>.............................] - ETA: 18:19 - loss: 0.4676 - mae: 0.7969 78/1678 [>.............................] - ETA: 18:16 - loss: 0.4691 - mae: 0.7985 79/1678 [>.............................] - ETA: 18:23 - loss: 0.4713 - mae: 0.8019 80/1678 [>.............................] - ETA: 18:21 - loss: 0.4692 - mae: 0.7987 81/1678 [>.............................] - ETA: 18:18 - loss: 0.4696 - mae: 0.7998 82/1678 [>.............................] - ETA: 18:15 - loss: 0.4717 - mae: 0.8029 83/1678 [>.............................] - ETA: 18:12 - loss: 0.4723 - mae: 0.8040 84/1678 [>.............................] - ETA: 18:09 - loss: 0.4719 - mae: 0.8036 85/1678 [>.............................] - ETA: 18:07 - loss: 0.4718 - mae: 0.8036 86/1678 [>.............................] - ETA: 18:04 - loss: 0.4695 - mae: 0.8001 87/1678 [>.............................] - ETA: 18:10 - loss: 0.4702 - mae: 0.8001 88/1678 [>.............................] - ETA: 18:14 - loss: 0.4663 - mae: 0.7940 89/1678 [>.............................] - ETA: 18:19 - loss: 0.4631 - mae: 0.7887 90/1678 [>.............................] - ETA: 18:22 - loss: 0.4607 - mae: 0.7847 91/1678 [>.............................] - ETA: 18:25 - loss: 0.4594 - mae: 0.7833 92/1678 [>.............................] - ETA: 18:29 - loss: 0.4595 - mae: 0.7834 93/1678 [>.............................] - ETA: 18:32 - loss: 0.4589 - mae: 0.7827 94/1678 [>.............................] - ETA: 18:37 - loss: 0.4586 - mae: 0.7824 95/1678 [>.............................] - ETA: 18:34 - loss: 0.4603 - mae: 0.7852 96/1678 [>.............................] - ETA: 18:31 - loss: 0.4615 - mae: 0.7872 97/1678 [>.............................] - ETA: 18:37 - loss: 0.4611 - mae: 0.7868 98/1678 [>.............................] - ETA: 18:42 - loss: 0.4592 - mae: 0.7834 99/1678 [>.............................] - ETA: 18:39 - loss: 0.4599 - mae: 0.7849 100/1678 [>.............................] - ETA: 18:36 - loss: 0.4612 - mae: 0.7870 101/1678 [>.............................] - ETA: 18:34 - loss: 0.4617 - mae: 0.7878 102/1678 [>.............................] - ETA: 18:31 - loss: 0.4620 - mae: 0.7887 103/1678 [>.............................] - ETA: 18:28 - loss: 0.4613 - mae: 0.7884 104/1678 [>.............................] - ETA: 18:26 - loss: 0.4585 - mae: 0.7839 105/1678 [>.............................] - ETA: 18:23 - loss: 0.4564 - mae: 0.7812 106/1678 [>.............................] - ETA: 18:21 - loss: 0.4570 - mae: 0.7821 107/1678 [>.............................] - ETA: 18:18 - loss: 0.4584 - mae: 0.7845 108/1678 [>.............................] - ETA: 18:19 - loss: 0.4583 - mae: 0.7848 109/1678 [>.............................] - ETA: 18:19 - loss: 0.4605 - mae: 0.7871 110/1678 [>.............................] - ETA: 18:17 - loss: 0.4618 - mae: 0.7888 111/1678 [>.............................] - ETA: 18:14 - loss: 0.4621 - mae: 0.7897 112/1678 [=>............................] - ETA: 18:12 - loss: 0.4616 - mae: 0.7892 113/1678 [=>............................] - ETA: 18:10 - loss: 0.4618 - mae: 0.7898 114/1678 [=>............................] - ETA: 18:08 - loss: 0.4613 - mae: 0.7894 115/1678 [=>............................] - ETA: 18:05 - loss: 0.4604 - mae: 0.7881 116/1678 [=>............................] - ETA: 18:03 - loss: 0.4604 - mae: 0.7881 117/1678 [=>............................] - ETA: 18:08 - loss: 0.4610 - mae: 0.7891 118/1678 [=>............................] - ETA: 18:05 - loss: 0.4596 - mae: 0.7871 119/1678 [=>............................] - ETA: 18:03 - loss: 0.4577 - mae: 0.7842 120/1678 [=>............................] - ETA: 18:01 - loss: 0.4564 - mae: 0.7822 121/1678 [=>............................] - ETA: 17:59 - loss: 0.4587 - mae: 0.7853 122/1678 [=>............................] - ETA: 17:56 - loss: 0.4587 - mae: 0.7854 123/1678 [=>............................] - ETA: 17:54 - loss: 0.4611 - mae: 0.7886 124/1678 [=>............................] - ETA: 17:52 - loss: 0.4586 - mae: 0.7849 125/1678 [=>............................] - ETA: 17:50 - loss: 0.4573 - mae: 0.7829 126/1678 [=>............................] - ETA: 17:48 - loss: 0.4578 - mae: 0.7844 127/1678 [=>............................] - ETA: 17:46 - loss: 0.4592 - mae: 0.7857 128/1678 [=>............................] - ETA: 17:44 - loss: 0.4598 - mae: 0.7870 129/1678 [=>............................] - ETA: 17:42 - loss: 0.4575 - mae: 0.7831 130/1678 [=>............................] - ETA: 17:45 - loss: 0.4583 - mae: 0.7846 131/1678 [=>............................] - ETA: 17:49 - loss: 0.4585 - mae: 0.7848 132/1678 [=>............................] - ETA: 17:47 - loss: 0.4599 - mae: 0.7867 133/1678 [=>............................] - ETA: 17:45 - loss: 0.4609 - mae: 0.7884 134/1678 [=>............................] - ETA: 17:43 - loss: 0.4590 - mae: 0.7856 135/1678 [=>............................] - ETA: 17:46 - loss: 0.4618 - mae: 0.7891 136/1678 [=>............................] - ETA: 17:49 - loss: 0.4617 - mae: 0.7891 137/1678 [=>............................] - ETA: 17:52 - loss: 0.4611 - mae: 0.7880 138/1678 [=>............................] - ETA: 17:55 - loss: 0.4632 - mae: 0.7908 139/1678 [=>............................] - ETA: 17:54 - loss: 0.4678 - mae: 0.7965 140/1678 [=>............................] - ETA: 17:56 - loss: 0.4659 - mae: 0.7939 141/1678 [=>............................] - ETA: 17:54 - loss: 0.4672 - mae: 0.7959 142/1678 [=>............................] - ETA: 17:52 - loss: 0.4686 - mae: 0.7979 143/1678 [=>............................] - ETA: 17:50 - loss: 0.4692 - mae: 0.7990 144/1678 [=>............................] - ETA: 17:48 - loss: 0.4682 - mae: 0.7977 145/1678 [=>............................] - ETA: 17:51 - loss: 0.4668 - mae: 0.7959 146/1678 [=>............................] - ETA: 17:54 - loss: 0.4663 - mae: 0.7949 147/1678 [=>............................] - ETA: 17:57 - loss: 0.4661 - mae: 0.7944 148/1678 [=>............................] - ETA: 17:55 - loss: 0.4662 - mae: 0.7949 149/1678 [=>............................] - ETA: 17:53 - loss: 0.4654 - mae: 0.7940 150/1678 [=>............................] - ETA: 17:51 - loss: 0.4656 - mae: 0.7944 151/1678 [=>............................] - ETA: 17:49 - loss: 0.4659 - mae: 0.7951 152/1678 [=>............................] - ETA: 17:47 - loss: 0.4666 - mae: 0.7962 153/1678 [=>............................] - ETA: 17:45 - loss: 0.4652 - mae: 0.7943 154/1678 [=>............................] - ETA: 17:43 - loss: 0.4647 - mae: 0.7937 155/1678 [=>............................] - ETA: 17:41 - loss: 0.4659 - mae: 0.7946 156/1678 [=>............................] - ETA: 17:39 - loss: 0.4668 - mae: 0.7960 157/1678 [=>............................] - ETA: 17:37 - loss: 0.4698 - mae: 0.8000 158/1678 [=>............................] - ETA: 17:37 - loss: 0.4692 - mae: 0.7992 159/1678 [=>............................] - ETA: 17:38 - loss: 0.4687 - mae: 0.7989 160/1678 [=>............................] - ETA: 17:40 - loss: 0.4695 - mae: 0.7997 161/1678 [=>............................] - ETA: 17:42 - loss: 0.4691 - mae: 0.7992 162/1678 [=>............................] - ETA: 17:45 - loss: 0.4695 - mae: 0.7992 163/1678 [=>............................] - ETA: 17:48 - loss: 0.4688 - mae: 0.7981 164/1678 [=>............................] - ETA: 17:46 - loss: 0.4712 - mae: 0.8015 165/1678 [=>............................] - ETA: 17:44 - loss: 0.4719 - mae: 0.8027 166/1678 [=>............................] - ETA: 17:42 - loss: 0.4715 - mae: 0.8020 167/1678 [=>............................] - ETA: 17:40 - loss: 0.4712 - mae: 0.8013 168/1678 [==>...........................] - ETA: 17:38 - loss: 0.4707 - mae: 0.8005 169/1678 [==>...........................] - ETA: 17:37 - loss: 0.4719 - mae: 0.8021 170/1678 [==>...........................] - ETA: 17:35 - loss: 0.4728 - mae: 0.8034 171/1678 [==>...........................] - ETA: 17:36 - loss: 0.4710 - mae: 0.8004 172/1678 [==>...........................] - ETA: 17:37 - loss: 0.4702 - mae: 0.7991 173/1678 [==>...........................] - ETA: 17:39 - loss: 0.4708 - mae: 0.8001 174/1678 [==>...........................] - ETA: 17:39 - loss: 0.4716 - mae: 0.8016 175/1678 [==>...........................] - ETA: 17:37 - loss: 0.4723 - mae: 0.8024 176/1678 [==>...........................] - ETA: 17:36 - loss: 0.4721 - mae: 0.8022 177/1678 [==>...........................] - ETA: 17:34 - loss: 0.4720 - mae: 0.8022 178/1678 [==>...........................] - ETA: 17:32 - loss: 0.4758 - mae: 0.8067 179/1678 [==>...........................] - ETA: 17:30 - 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loss: 0.4853 - mae: 0.8225 1650/1678 [============================>.] - ETA: 19s - loss: 0.4856 - mae: 0.8229 1651/1678 [============================>.] - ETA: 19s - loss: 0.4854 - mae: 0.8227 1652/1678 [============================>.] - ETA: 18s - loss: 0.4855 - mae: 0.8228 1653/1678 [============================>.] - ETA: 17s - loss: 0.4854 - mae: 0.8227 1654/1678 [============================>.] - ETA: 16s - loss: 0.4855 - mae: 0.8229 1655/1678 [============================>.] - ETA: 16s - loss: 0.4855 - mae: 0.8229 1656/1678 [============================>.] - ETA: 15s - loss: 0.4856 - mae: 0.8230 1657/1678 [============================>.] - ETA: 14s - loss: 0.4855 - mae: 0.8228 1658/1678 [============================>.] - ETA: 14s - loss: 0.4854 - mae: 0.8227 1659/1678 [============================>.] - ETA: 13s - loss: 0.4853 - mae: 0.8226 1660/1678 [============================>.] - ETA: 12s - loss: 0.4853 - mae: 0.8225 1661/1678 [============================>.] - ETA: 12s - loss: 0.4854 - mae: 0.8227 1662/1678 [============================>.] - ETA: 11s - loss: 0.4854 - mae: 0.8227 1663/1678 [============================>.] - ETA: 10s - loss: 0.4853 - mae: 0.8225 1664/1678 [============================>.] - ETA: 9s - loss: 0.4852 - mae: 0.8224  1665/1678 [============================>.] - ETA: 9s - loss: 0.4853 - mae: 0.8224 1666/1678 [============================>.] - ETA: 8s - loss: 0.4854 - mae: 0.8226 1667/1678 [============================>.] - ETA: 7s - loss: 0.4855 - mae: 0.8227 1668/1678 [============================>.] - ETA: 7s - loss: 0.4855 - mae: 0.8228 1669/1678 [============================>.] - ETA: 6s - loss: 0.4854 - mae: 0.8227 1670/1678 [============================>.] - ETA: 5s - loss: 0.4854 - mae: 0.8227 1671/1678 [============================>.] - ETA: 4s - loss: 0.4853 - mae: 0.8225 1672/1678 [============================>.] - ETA: 4s - loss: 0.4854 - mae: 0.8227 1673/1678 [============================>.] - ETA: 3s - loss: 0.4853 - mae: 0.8227 1674/1678 [============================>.] - ETA: 2s - loss: 0.4855 - mae: 0.8229 1675/1678 [============================>.] - ETA: 2s - loss: 0.4855 - mae: 0.8228 1676/1678 [============================>.] - ETA: 1s - loss: 0.4855 - mae: 0.8229 1677/1678 [============================>.] - ETA: 0s - loss: 0.4855 - mae: 0.8229 Epoch 00038: val_loss did not improve from 0.57038  1678/1678 [==============================] - 1202s 716ms/step - loss: 0.4854 - mae: 0.8228 - val_loss: 0.5844 - val_mae: 0.9379 Epoch 39/64 1/1678 [..............................] - ETA: 16:30 - loss: 0.4140 - mae: 0.7654 2/1678 [..............................] - ETA: 16:19 - loss: 0.4084 - mae: 0.7384 3/1678 [..............................] - ETA: 16:13 - loss: 0.3929 - mae: 0.7149 4/1678 [..............................] - ETA: 16:09 - loss: 0.4779 - mae: 0.8222 5/1678 [..............................] - ETA: 16:10 - loss: 0.5269 - mae: 0.8820 6/1678 [..............................] - ETA: 16:07 - loss: 0.4950 - mae: 0.8383 7/1678 [..............................] - 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ETA: 12s - loss: 0.4836 - mae: 0.8204 1661/1678 [============================>.] - ETA: 11s - loss: 0.4837 - mae: 0.8206 1662/1678 [============================>.] - ETA: 11s - loss: 0.4837 - mae: 0.8205 1663/1678 [============================>.] - ETA: 10s - loss: 0.4838 - mae: 0.8207 1664/1678 [============================>.] - ETA: 9s - loss: 0.4838 - mae: 0.8206  1665/1678 [============================>.] - ETA: 9s - loss: 0.4838 - mae: 0.8207 1666/1678 [============================>.] - ETA: 8s - loss: 0.4838 - mae: 0.8207 1667/1678 [============================>.] - ETA: 7s - loss: 0.4840 - mae: 0.8209 1668/1678 [============================>.] - ETA: 6s - loss: 0.4839 - mae: 0.8208 1669/1678 [============================>.] - ETA: 6s - loss: 0.4840 - mae: 0.8209 1670/1678 [============================>.] - ETA: 5s - loss: 0.4840 - mae: 0.8210 1671/1678 [============================>.] - ETA: 4s - loss: 0.4840 - mae: 0.8209 1672/1678 [============================>.] - ETA: 4s - loss: 0.4841 - mae: 0.8210 1673/1678 [============================>.] - ETA: 3s - loss: 0.4840 - mae: 0.8209 1674/1678 [============================>.] - ETA: 2s - loss: 0.4840 - mae: 0.8208 1675/1678 [============================>.] - ETA: 2s - loss: 0.4838 - mae: 0.8206 1676/1678 [============================>.] - ETA: 1s - loss: 0.4839 - mae: 0.8208 1677/1678 [============================>.] - ETA: 0s - loss: 0.4840 - mae: 0.8208 Epoch 00039: val_loss improved from 0.57038 to 0.55889, saving model to distance.hdf5  1678/1678 [==============================] - 1180s 703ms/step - loss: 0.4839 - mae: 0.8207 - val_loss: 0.5589 - val_mae: 0.9031 Epoch 40/64 1/1678 [..............................] - ETA: 16:07 - loss: 0.5526 - mae: 0.9396 2/1678 [..............................] - ETA: 16:07 - loss: 0.4721 - mae: 0.8164 3/1678 [..............................] - ETA: 16:11 - loss: 0.3759 - mae: 0.6556 4/1678 [..............................] - ETA: 16:12 - loss: 0.4179 - mae: 0.7034 5/1678 [..............................] - 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ETA: 13s - loss: 0.4823 - mae: 0.8186 1659/1678 [============================>.] - ETA: 12s - loss: 0.4824 - mae: 0.8187 1660/1678 [============================>.] - ETA: 12s - loss: 0.4825 - mae: 0.8188 1661/1678 [============================>.] - ETA: 11s - loss: 0.4823 - mae: 0.8186 1662/1678 [============================>.] - ETA: 10s - loss: 0.4823 - mae: 0.8185 1663/1678 [============================>.] - ETA: 10s - loss: 0.4823 - mae: 0.8186 1664/1678 [============================>.] - ETA: 9s - loss: 0.4822 - mae: 0.8185  1665/1678 [============================>.] - ETA: 8s - loss: 0.4822 - mae: 0.8185 1666/1678 [============================>.] - ETA: 8s - loss: 0.4822 - mae: 0.8184 1667/1678 [============================>.] - ETA: 7s - loss: 0.4822 - mae: 0.8185 1668/1678 [============================>.] - ETA: 6s - loss: 0.4824 - mae: 0.8187 1669/1678 [============================>.] - ETA: 6s - loss: 0.4826 - mae: 0.8189 1670/1678 [============================>.] - ETA: 5s - loss: 0.4825 - mae: 0.8188 1671/1678 [============================>.] - ETA: 4s - loss: 0.4824 - mae: 0.8187 1672/1678 [============================>.] - ETA: 4s - loss: 0.4824 - mae: 0.8187 1673/1678 [============================>.] - ETA: 3s - loss: 0.4824 - mae: 0.8187 1674/1678 [============================>.] - ETA: 2s - loss: 0.4824 - mae: 0.8187 1675/1678 [============================>.] - ETA: 2s - loss: 0.4823 - mae: 0.8185 1676/1678 [============================>.] - ETA: 1s - loss: 0.4825 - mae: 0.8187 1677/1678 [============================>.] - ETA: 0s - loss: 0.4824 - mae: 0.8186 Epoch 00040: val_loss did not improve from 0.55889  1678/1678 [==============================] - 1164s 693ms/step - loss: 0.4823 - mae: 0.8185 - val_loss: 0.5845 - val_mae: 0.9267 Epoch 41/64 1/1678 [..............................] - ETA: 29:42 - loss: 0.4404 - mae: 0.7491 2/1678 [..............................] - ETA: 22:49 - loss: 0.5137 - mae: 0.8827 3/1678 [..............................] - ETA: 20:31 - 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ETA: 14s - loss: 0.4763 - mae: 0.8115 1658/1678 [============================>.] - ETA: 13s - loss: 0.4763 - mae: 0.8114 1659/1678 [============================>.] - ETA: 13s - loss: 0.4763 - mae: 0.8115 1660/1678 [============================>.] - ETA: 12s - loss: 0.4763 - mae: 0.8114 1661/1678 [============================>.] - ETA: 11s - loss: 0.4764 - mae: 0.8116 1662/1678 [============================>.] - ETA: 11s - loss: 0.4763 - mae: 0.8114 1663/1678 [============================>.] - ETA: 10s - loss: 0.4763 - mae: 0.8114 1664/1678 [============================>.] - ETA: 9s - loss: 0.4763 - mae: 0.8115  1665/1678 [============================>.] - ETA: 8s - loss: 0.4763 - mae: 0.8115 1666/1678 [============================>.] - ETA: 8s - loss: 0.4764 - mae: 0.8117 1667/1678 [============================>.] - ETA: 7s - loss: 0.4766 - mae: 0.8120 1668/1678 [============================>.] - ETA: 6s - loss: 0.4766 - mae: 0.8119 1669/1678 [============================>.] - ETA: 6s - loss: 0.4767 - mae: 0.8120 1670/1678 [============================>.] - ETA: 5s - loss: 0.4767 - mae: 0.8120 1671/1678 [============================>.] - ETA: 4s - loss: 0.4768 - mae: 0.8122 1672/1678 [============================>.] - ETA: 4s - loss: 0.4768 - mae: 0.8122 1673/1678 [============================>.] - ETA: 3s - loss: 0.4767 - mae: 0.8121 1674/1678 [============================>.] - ETA: 2s - loss: 0.4768 - mae: 0.8123 1675/1678 [============================>.] - ETA: 2s - loss: 0.4767 - mae: 0.8122 1676/1678 [============================>.] - ETA: 1s - loss: 0.4767 - mae: 0.8122 1677/1678 [============================>.] - ETA: 0s - loss: 0.4766 - mae: 0.8120 Epoch 00041: val_loss did not improve from 0.55889  1678/1678 [==============================] - 1168s 696ms/step - loss: 0.4765 - mae: 0.8118 - val_loss: 0.6071 - val_mae: 0.9504 Epoch 42/64 1/1678 [..............................] - ETA: 23:24 - loss: 0.6074 - mae: 1.0000 2/1678 [..............................] - ETA: 22:28 - loss: 0.4854 - mae: 0.8327 3/1678 [..............................] - ETA: 20:26 - loss: 0.4399 - mae: 0.7711 4/1678 [..............................] - ETA: 19:21 - loss: 0.4729 - mae: 0.8195 5/1678 [..............................] - ETA: 18:43 - loss: 0.4649 - mae: 0.8002 6/1678 [..............................] - ETA: 18:15 - loss: 0.4432 - mae: 0.7665 7/1678 [..............................] - ETA: 17:56 - loss: 0.4424 - mae: 0.7598 8/1678 [..............................] - ETA: 17:42 - loss: 0.4506 - mae: 0.7766 9/1678 [..............................] - ETA: 17:30 - loss: 0.4674 - mae: 0.7939 10/1678 [..............................] - ETA: 17:22 - loss: 0.4704 - mae: 0.7913 11/1678 [..............................] - ETA: 17:15 - loss: 0.4800 - mae: 0.8020 12/1678 [..............................] - ETA: 17:10 - loss: 0.4929 - mae: 0.8259 13/1678 [..............................] - ETA: 17:04 - loss: 0.4807 - mae: 0.8104 14/1678 [..............................] - ETA: 16:59 - loss: 0.4630 - 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ETA: 20:16 - loss: 0.4709 - mae: 0.7966 65/1678 [>.............................] - ETA: 20:10 - loss: 0.4705 - mae: 0.7968 66/1678 [>.............................] - ETA: 20:06 - loss: 0.4700 - mae: 0.7967 67/1678 [>.............................] - ETA: 20:01 - loss: 0.4747 - mae: 0.8040 68/1678 [>.............................] - ETA: 19:58 - loss: 0.4756 - mae: 0.8056 69/1678 [>.............................] - ETA: 20:02 - loss: 0.4790 - mae: 0.8101 70/1678 [>.............................] - ETA: 19:57 - loss: 0.4800 - mae: 0.8120 71/1678 [>.............................] - ETA: 19:59 - loss: 0.4813 - mae: 0.8139 72/1678 [>.............................] - ETA: 19:58 - loss: 0.4817 - mae: 0.8141 73/1678 [>.............................] - ETA: 20:02 - loss: 0.4802 - mae: 0.8116 74/1678 [>.............................] - ETA: 20:07 - loss: 0.4763 - mae: 0.8055 75/1678 [>.............................] - ETA: 20:12 - loss: 0.4746 - mae: 0.8030 76/1678 [>.............................] - ETA: 20:08 - 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mae: 0.8097 1655/1678 [============================>.] - ETA: 16s - loss: 0.4752 - mae: 0.8098 1656/1678 [============================>.] - ETA: 15s - loss: 0.4751 - mae: 0.8096 1657/1678 [============================>.] - ETA: 14s - loss: 0.4753 - mae: 0.8098 1658/1678 [============================>.] - ETA: 14s - loss: 0.4752 - mae: 0.8098 1659/1678 [============================>.] - ETA: 13s - loss: 0.4753 - mae: 0.8099 1660/1678 [============================>.] - ETA: 12s - loss: 0.4752 - mae: 0.8098 1661/1678 [============================>.] - ETA: 11s - loss: 0.4752 - mae: 0.8097 1662/1678 [============================>.] - ETA: 11s - loss: 0.4751 - mae: 0.8095 1663/1678 [============================>.] - ETA: 10s - loss: 0.4750 - mae: 0.8096 1664/1678 [============================>.] - ETA: 9s - loss: 0.4751 - mae: 0.8096  1665/1678 [============================>.] - ETA: 9s - loss: 0.4751 - mae: 0.8096 1666/1678 [============================>.] - ETA: 8s - loss: 0.4750 - mae: 0.8095 1667/1678 [============================>.] - ETA: 7s - loss: 0.4749 - mae: 0.8094 1668/1678 [============================>.] - ETA: 7s - loss: 0.4749 - mae: 0.8094 1669/1678 [============================>.] - ETA: 6s - loss: 0.4749 - mae: 0.8094 1670/1678 [============================>.] - ETA: 5s - loss: 0.4749 - mae: 0.8094 1671/1678 [============================>.] - ETA: 4s - loss: 0.4750 - mae: 0.8096 1672/1678 [============================>.] - ETA: 4s - loss: 0.4750 - mae: 0.8096 1673/1678 [============================>.] - ETA: 3s - loss: 0.4750 - mae: 0.8095 1674/1678 [============================>.] - ETA: 2s - loss: 0.4749 - mae: 0.8094 1675/1678 [============================>.] - ETA: 2s - loss: 0.4752 - mae: 0.8097 1676/1678 [============================>.] - ETA: 1s - loss: 0.4752 - mae: 0.8098 1677/1678 [============================>.] - ETA: 0s - loss: 0.4751 - mae: 0.8096 Epoch 00042: val_loss did not improve from 0.55889  1678/1678 [==============================] - 1196s 713ms/step - loss: 0.4753 - mae: 0.8099 - val_loss: 0.6465 - val_mae: 1.0350 Epoch 43/64 1/1678 [..............................] - ETA: 17:44 - loss: 0.2852 - mae: 0.5666 2/1678 [..............................] - ETA: 16:55 - loss: 0.4508 - mae: 0.8081 3/1678 [..............................] - ETA: 16:44 - loss: 0.3699 - mae: 0.6593 4/1678 [..............................] - ETA: 16:35 - loss: 0.3030 - mae: 0.5550 5/1678 [..............................] - ETA: 17:02 - loss: 0.3780 - mae: 0.6555 6/1678 [..............................] - ETA: 18:28 - loss: 0.4168 - mae: 0.7163 7/1678 [..............................] - ETA: 18:07 - loss: 0.3970 - mae: 0.6867 8/1678 [..............................] - ETA: 18:49 - loss: 0.4252 - mae: 0.7309 9/1678 [..............................] - ETA: 19:43 - loss: 0.4153 - mae: 0.7225 10/1678 [..............................] - ETA: 20:24 - loss: 0.4375 - mae: 0.7533 11/1678 [..............................] - ETA: 20:54 - loss: 0.4506 - mae: 0.7716 12/1678 [..............................] - ETA: 21:18 - 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ETA: 17s - loss: 0.4731 - mae: 0.8068 1654/1678 [============================>.] - ETA: 16s - loss: 0.4732 - mae: 0.8069 1655/1678 [============================>.] - ETA: 16s - loss: 0.4732 - mae: 0.8070 1656/1678 [============================>.] - ETA: 15s - loss: 0.4732 - mae: 0.8069 1657/1678 [============================>.] - ETA: 14s - loss: 0.4731 - mae: 0.8069 1658/1678 [============================>.] - ETA: 14s - loss: 0.4732 - mae: 0.8069 1659/1678 [============================>.] - ETA: 13s - loss: 0.4730 - mae: 0.8068 1660/1678 [============================>.] - ETA: 12s - loss: 0.4732 - mae: 0.8070 1661/1678 [============================>.] - ETA: 11s - loss: 0.4734 - mae: 0.8072 1662/1678 [============================>.] - ETA: 11s - loss: 0.4735 - mae: 0.8074 1663/1678 [============================>.] - ETA: 10s - loss: 0.4737 - mae: 0.8077 1664/1678 [============================>.] - ETA: 9s - loss: 0.4738 - mae: 0.8079  1665/1678 [============================>.] - ETA: 9s - loss: 0.4738 - mae: 0.8079 1666/1678 [============================>.] - ETA: 8s - loss: 0.4739 - mae: 0.8080 1667/1678 [============================>.] - ETA: 7s - loss: 0.4738 - mae: 0.8079 1668/1678 [============================>.] - ETA: 7s - loss: 0.4738 - mae: 0.8078 1669/1678 [============================>.] - ETA: 6s - loss: 0.4740 - mae: 0.8081 1670/1678 [============================>.] - ETA: 5s - loss: 0.4740 - mae: 0.8082 1671/1678 [============================>.] - ETA: 4s - loss: 0.4741 - mae: 0.8083 1672/1678 [============================>.] - ETA: 4s - loss: 0.4740 - mae: 0.8081 1673/1678 [============================>.] - ETA: 3s - loss: 0.4740 - mae: 0.8082 1674/1678 [============================>.] - ETA: 2s - loss: 0.4739 - mae: 0.8080 1675/1678 [============================>.] - ETA: 2s - loss: 0.4739 - mae: 0.8081 1676/1678 [============================>.] - ETA: 1s - loss: 0.4739 - mae: 0.8080 1677/1678 [============================>.] - ETA: 0s - loss: 0.4739 - mae: 0.8080 Epoch 00043: val_loss did not improve from 0.55889  1678/1678 [==============================] - 1192s 710ms/step - loss: 0.4739 - mae: 0.8081 - val_loss: 0.5766 - val_mae: 0.9248 Epoch 44/64 1/1678 [..............................] - ETA: 16:23 - loss: 0.5140 - mae: 0.8990 2/1678 [..............................] - ETA: 16:14 - loss: 0.4966 - mae: 0.8837 3/1678 [..............................] - ETA: 17:04 - loss: 0.4514 - mae: 0.7951 4/1678 [..............................] - ETA: 19:15 - loss: 0.5047 - mae: 0.8642 5/1678 [..............................] - ETA: 18:35 - loss: 0.5165 - mae: 0.8932 6/1678 [..............................] - ETA: 18:09 - loss: 0.5274 - mae: 0.9094 7/1678 [..............................] - ETA: 17:50 - loss: 0.4999 - mae: 0.8640 8/1678 [..............................] - ETA: 17:36 - loss: 0.4895 - mae: 0.8531 9/1678 [..............................] - ETA: 17:24 - loss: 0.4898 - mae: 0.8567 10/1678 [..............................] - ETA: 17:15 - loss: 0.4688 - mae: 0.8252 11/1678 [..............................] - ETA: 17:08 - loss: 0.4670 - mae: 0.8272 12/1678 [..............................] - 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ETA: 17:30 - loss: 0.4905 - mae: 0.8427 87/1678 [>.............................] - ETA: 17:28 - loss: 0.4895 - mae: 0.8410 88/1678 [>.............................] - ETA: 17:26 - loss: 0.4896 - mae: 0.8412 89/1678 [>.............................] - ETA: 17:24 - loss: 0.4890 - mae: 0.8403 90/1678 [>.............................] - ETA: 17:21 - loss: 0.4882 - mae: 0.8398 91/1678 [>.............................] - ETA: 17:19 - loss: 0.4882 - mae: 0.8394 92/1678 [>.............................] - ETA: 17:17 - loss: 0.4856 - mae: 0.8355 93/1678 [>.............................] - ETA: 17:15 - loss: 0.4856 - mae: 0.8356 94/1678 [>.............................] - ETA: 17:13 - loss: 0.4843 - mae: 0.8336 95/1678 [>.............................] - ETA: 17:20 - loss: 0.4843 - mae: 0.8343 96/1678 [>.............................] - ETA: 17:26 - loss: 0.4856 - mae: 0.8355 97/1678 [>.............................] - ETA: 17:24 - loss: 0.4851 - mae: 0.8347 98/1678 [>.............................] - ETA: 17:22 - loss: 0.4847 - mae: 0.8337 99/1678 [>.............................] - ETA: 17:20 - loss: 0.4806 - mae: 0.8272 100/1678 [>.............................] - ETA: 17:18 - loss: 0.4808 - mae: 0.8279 101/1678 [>.............................] - ETA: 17:16 - loss: 0.4797 - mae: 0.8260 102/1678 [>.............................] - ETA: 17:14 - loss: 0.4784 - mae: 0.8249 103/1678 [>.............................] - ETA: 17:13 - loss: 0.4750 - mae: 0.8193 104/1678 [>.............................] - ETA: 17:17 - loss: 0.4794 - mae: 0.8248 105/1678 [>.............................] - ETA: 17:15 - loss: 0.4818 - mae: 0.8280 106/1678 [>.............................] - ETA: 17:14 - loss: 0.4817 - mae: 0.8283 107/1678 [>.............................] - ETA: 17:18 - loss: 0.4806 - mae: 0.8264 108/1678 [>.............................] - ETA: 17:16 - loss: 0.4799 - mae: 0.8253 109/1678 [>.............................] - ETA: 17:20 - loss: 0.4802 - mae: 0.8260 110/1678 [>.............................] - ETA: 17:24 - loss: 0.4787 - mae: 0.8240 111/1678 [>.............................] - ETA: 17:28 - loss: 0.4792 - mae: 0.8251 112/1678 [=>............................] - ETA: 17:27 - loss: 0.4763 - mae: 0.8205 113/1678 [=>............................] - ETA: 17:25 - loss: 0.4739 - mae: 0.8172 114/1678 [=>............................] - ETA: 17:23 - loss: 0.4752 - mae: 0.8192 115/1678 [=>............................] - ETA: 17:21 - loss: 0.4738 - mae: 0.8176 116/1678 [=>............................] - ETA: 17:19 - loss: 0.4744 - mae: 0.8179 117/1678 [=>............................] - ETA: 17:18 - loss: 0.4736 - mae: 0.8169 118/1678 [=>............................] - ETA: 17:16 - loss: 0.4750 - mae: 0.8190 119/1678 [=>............................] - ETA: 17:14 - loss: 0.4748 - mae: 0.8188 120/1678 [=>............................] - ETA: 17:16 - loss: 0.4724 - mae: 0.8149 121/1678 [=>............................] - ETA: 17:20 - loss: 0.4738 - mae: 0.8168 122/1678 [=>............................] - ETA: 17:20 - 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ETA: 17s - loss: 0.4700 - mae: 0.8031 1654/1678 [============================>.] - ETA: 16s - loss: 0.4699 - mae: 0.8032 1655/1678 [============================>.] - ETA: 15s - loss: 0.4699 - mae: 0.8031 1656/1678 [============================>.] - ETA: 15s - loss: 0.4699 - mae: 0.8031 1657/1678 [============================>.] - ETA: 14s - loss: 0.4699 - mae: 0.8031 1658/1678 [============================>.] - ETA: 13s - loss: 0.4702 - mae: 0.8034 1659/1678 [============================>.] - ETA: 13s - loss: 0.4701 - mae: 0.8033 1660/1678 [============================>.] - ETA: 12s - loss: 0.4699 - mae: 0.8031 1661/1678 [============================>.] - ETA: 11s - loss: 0.4699 - mae: 0.8030 1662/1678 [============================>.] - ETA: 11s - loss: 0.4700 - mae: 0.8031 1663/1678 [============================>.] - ETA: 10s - loss: 0.4699 - mae: 0.8029 1664/1678 [============================>.] - ETA: 9s - loss: 0.4698 - mae: 0.8028  1665/1678 [============================>.] - ETA: 9s - loss: 0.4697 - mae: 0.8027 1666/1678 [============================>.] - ETA: 8s - loss: 0.4697 - mae: 0.8027 1667/1678 [============================>.] - ETA: 7s - loss: 0.4697 - mae: 0.8027 1668/1678 [============================>.] - ETA: 6s - loss: 0.4698 - mae: 0.8028 1669/1678 [============================>.] - ETA: 6s - loss: 0.4697 - mae: 0.8028 1670/1678 [============================>.] - ETA: 5s - loss: 0.4695 - mae: 0.8024 1671/1678 [============================>.] - ETA: 4s - loss: 0.4696 - mae: 0.8026 1672/1678 [============================>.] - ETA: 4s - loss: 0.4697 - mae: 0.8026 1673/1678 [============================>.] - ETA: 3s - loss: 0.4696 - mae: 0.8026 1674/1678 [============================>.] - ETA: 2s - loss: 0.4696 - mae: 0.8025 1675/1678 [============================>.] - ETA: 2s - loss: 0.4697 - mae: 0.8027 1676/1678 [============================>.] - ETA: 1s - loss: 0.4697 - mae: 0.8028 1677/1678 [============================>.] - ETA: 0s - loss: 0.4696 - mae: 0.8026 Epoch 00044: val_loss did not improve from 0.55889  1678/1678 [==============================] - 1177s 702ms/step - loss: 0.4696 - mae: 0.8026 - val_loss: 0.5750 - val_mae: 0.9150 Epoch 45/64 1/1678 [..............................] - ETA: 17:04 - loss: 0.4700 - mae: 0.8648 2/1678 [..............................] - ETA: 16:32 - loss: 0.3499 - mae: 0.6429 3/1678 [..............................] - ETA: 16:23 - loss: 0.4018 - mae: 0.6906 4/1678 [..............................] - ETA: 16:20 - loss: 0.3770 - mae: 0.6583 5/1678 [..............................] - ETA: 16:16 - loss: 0.3423 - mae: 0.5996 6/1678 [..............................] - ETA: 16:13 - loss: 0.3556 - mae: 0.6221 7/1678 [..............................] - ETA: 16:10 - loss: 0.3841 - mae: 0.6728 8/1678 [..............................] - ETA: 16:13 - loss: 0.4375 - mae: 0.7444 9/1678 [..............................] - ETA: 16:11 - loss: 0.4197 - mae: 0.7229 10/1678 [..............................] - ETA: 16:10 - loss: 0.4403 - mae: 0.7538 11/1678 [..............................] - ETA: 16:08 - loss: 0.4400 - mae: 0.7519 12/1678 [..............................] - 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mae: 0.7221 37/1678 [..............................] - ETA: 16:49 - loss: 0.4138 - mae: 0.7190 38/1678 [..............................] - ETA: 16:46 - loss: 0.4226 - mae: 0.7306 39/1678 [..............................] - ETA: 16:44 - loss: 0.4164 - mae: 0.7230 40/1678 [..............................] - ETA: 16:42 - loss: 0.4199 - mae: 0.7292 41/1678 [..............................] - ETA: 16:40 - loss: 0.4235 - mae: 0.7338 42/1678 [..............................] - ETA: 16:56 - loss: 0.4170 - mae: 0.7227 43/1678 [..............................] - ETA: 17:13 - loss: 0.4219 - mae: 0.7283 44/1678 [..............................] - ETA: 17:28 - loss: 0.4229 - mae: 0.7307 45/1678 [..............................] - ETA: 17:41 - loss: 0.4254 - mae: 0.7348 46/1678 [..............................] - ETA: 17:54 - loss: 0.4305 - mae: 0.7415 47/1678 [..............................] - ETA: 17:50 - loss: 0.4340 - mae: 0.7458 48/1678 [..............................] - ETA: 17:47 - loss: 0.4343 - mae: 0.7472 49/1678 [..............................] - 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loss: 0.4666 - mae: 0.7989 1641/1678 [============================>.] - ETA: 25s - loss: 0.4665 - mae: 0.7988 1642/1678 [============================>.] - ETA: 25s - loss: 0.4666 - mae: 0.7989 1643/1678 [============================>.] - ETA: 24s - loss: 0.4665 - mae: 0.7987 1644/1678 [============================>.] - ETA: 23s - loss: 0.4664 - mae: 0.7986 1645/1678 [============================>.] - ETA: 22s - loss: 0.4663 - mae: 0.7985 1646/1678 [============================>.] - ETA: 22s - loss: 0.4664 - mae: 0.7986 1647/1678 [============================>.] - ETA: 21s - loss: 0.4663 - mae: 0.7985 1648/1678 [============================>.] - ETA: 20s - loss: 0.4664 - mae: 0.7986 1649/1678 [============================>.] - ETA: 20s - loss: 0.4663 - mae: 0.7984 1650/1678 [============================>.] - ETA: 19s - loss: 0.4663 - mae: 0.7985 1651/1678 [============================>.] - ETA: 18s - loss: 0.4663 - mae: 0.7984 1652/1678 [============================>.] - ETA: 18s - loss: 0.4663 - 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ETA: 9s - loss: 0.4666 - mae: 0.7988 1666/1678 [============================>.] - ETA: 8s - loss: 0.4666 - mae: 0.7988 1667/1678 [============================>.] - ETA: 7s - loss: 0.4666 - mae: 0.7988 1668/1678 [============================>.] - ETA: 6s - loss: 0.4666 - mae: 0.7988 1669/1678 [============================>.] - ETA: 6s - loss: 0.4667 - mae: 0.7990 1670/1678 [============================>.] - ETA: 5s - loss: 0.4665 - mae: 0.7987 1671/1678 [============================>.] - ETA: 4s - loss: 0.4667 - mae: 0.7990 1672/1678 [============================>.] - ETA: 4s - loss: 0.4668 - mae: 0.7991 1673/1678 [============================>.] - ETA: 3s - loss: 0.4668 - mae: 0.7991 1674/1678 [============================>.] - ETA: 2s - loss: 0.4668 - mae: 0.7991 1675/1678 [============================>.] - ETA: 2s - loss: 0.4669 - mae: 0.7992 1676/1678 [============================>.] - ETA: 1s - loss: 0.4669 - mae: 0.7992 1677/1678 [============================>.] - ETA: 0s - loss: 0.4669 - mae: 0.7993 Epoch 00045: val_loss did not improve from 0.55889  1678/1678 [==============================] - 1179s 703ms/step - loss: 0.4670 - mae: 0.7995 - val_loss: 0.5726 - val_mae: 0.9110 Epoch 46/64 1/1678 [..............................] - ETA: 30:02 - loss: 0.6978 - mae: 1.1083 2/1678 [..............................] - ETA: 29:53 - loss: 0.6605 - mae: 1.0781 3/1678 [..............................] - ETA: 25:16 - loss: 0.5380 - mae: 0.9221 4/1678 [..............................] - ETA: 22:56 - loss: 0.5321 - mae: 0.9091 5/1678 [..............................] - ETA: 21:32 - loss: 0.5188 - mae: 0.8842 6/1678 [..............................] - ETA: 20:37 - loss: 0.4996 - mae: 0.8531 7/1678 [..............................] - ETA: 20:45 - loss: 0.4974 - mae: 0.8509 8/1678 [..............................] - ETA: 21:28 - loss: 0.5089 - mae: 0.8672 9/1678 [..............................] - ETA: 21:47 - loss: 0.5013 - mae: 0.8542 10/1678 [..............................] - ETA: 21:12 - loss: 0.4982 - 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ETA: 19:45 - loss: 0.4396 - mae: 0.7642 24/1678 [..............................] - ETA: 19:34 - loss: 0.4496 - mae: 0.7789 25/1678 [..............................] - ETA: 19:25 - loss: 0.4396 - mae: 0.7646 26/1678 [..............................] - ETA: 19:15 - loss: 0.4503 - mae: 0.7799 27/1678 [..............................] - ETA: 19:07 - loss: 0.4501 - mae: 0.7810 28/1678 [..............................] - ETA: 19:02 - loss: 0.4567 - mae: 0.7908 29/1678 [..............................] - ETA: 19:17 - loss: 0.4452 - mae: 0.7728 30/1678 [..............................] - ETA: 19:36 - loss: 0.4439 - mae: 0.7703 31/1678 [..............................] - ETA: 19:54 - loss: 0.4537 - mae: 0.7802 32/1678 [..............................] - ETA: 19:49 - loss: 0.4532 - mae: 0.7810 33/1678 [..............................] - ETA: 20:00 - loss: 0.4539 - mae: 0.7816 34/1678 [..............................] - ETA: 20:16 - loss: 0.4487 - mae: 0.7731 35/1678 [..............................] - ETA: 20:31 - 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mae: 0.7644 48/1678 [..............................] - ETA: 19:52 - loss: 0.4418 - mae: 0.7678 49/1678 [..............................] - ETA: 20:03 - loss: 0.4464 - mae: 0.7744 50/1678 [..............................] - ETA: 20:13 - loss: 0.4482 - mae: 0.7781 51/1678 [..............................] - ETA: 20:16 - loss: 0.4492 - mae: 0.7799 52/1678 [..............................] - ETA: 20:20 - loss: 0.4534 - mae: 0.7851 53/1678 [..............................] - ETA: 20:24 - loss: 0.4490 - mae: 0.7789 54/1678 [..............................] - ETA: 20:29 - loss: 0.4450 - mae: 0.7724 55/1678 [..............................] - ETA: 20:37 - loss: 0.4466 - mae: 0.7750 56/1678 [>.............................] - ETA: 20:31 - loss: 0.4495 - mae: 0.7789 57/1678 [>.............................] - ETA: 20:25 - loss: 0.4480 - mae: 0.7780 58/1678 [>.............................] - ETA: 20:19 - loss: 0.4453 - mae: 0.7746 59/1678 [>.............................] - ETA: 20:14 - loss: 0.4471 - mae: 0.7773 60/1678 [>.............................] - ETA: 20:08 - loss: 0.4424 - mae: 0.7706 61/1678 [>.............................] - ETA: 20:03 - loss: 0.4450 - mae: 0.7750 62/1678 [>.............................] - ETA: 19:58 - loss: 0.4462 - mae: 0.7772 63/1678 [>.............................] - ETA: 19:53 - loss: 0.4458 - mae: 0.7762 64/1678 [>.............................] - ETA: 19:49 - loss: 0.4506 - mae: 0.7822 65/1678 [>.............................] - ETA: 19:44 - loss: 0.4507 - mae: 0.7814 66/1678 [>.............................] - ETA: 19:40 - loss: 0.4534 - mae: 0.7853 67/1678 [>.............................] - ETA: 19:40 - loss: 0.4531 - mae: 0.7859 68/1678 [>.............................] - ETA: 19:44 - loss: 0.4510 - mae: 0.7827 69/1678 [>.............................] - ETA: 19:47 - loss: 0.4510 - mae: 0.7822 70/1678 [>.............................] - ETA: 19:43 - loss: 0.4496 - mae: 0.7802 71/1678 [>.............................] - ETA: 19:38 - loss: 0.4534 - mae: 0.7858 72/1678 [>.............................] - ETA: 19:34 - 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mae: 0.7850 85/1678 [>.............................] - ETA: 19:05 - loss: 0.4557 - mae: 0.7854 86/1678 [>.............................] - ETA: 19:09 - loss: 0.4547 - mae: 0.7839 87/1678 [>.............................] - ETA: 19:15 - loss: 0.4511 - mae: 0.7780 88/1678 [>.............................] - ETA: 19:20 - loss: 0.4497 - mae: 0.7756 89/1678 [>.............................] - ETA: 19:26 - loss: 0.4530 - mae: 0.7808 90/1678 [>.............................] - ETA: 19:31 - loss: 0.4550 - mae: 0.7839 91/1678 [>.............................] - ETA: 19:35 - loss: 0.4519 - mae: 0.7795 92/1678 [>.............................] - ETA: 19:39 - loss: 0.4512 - mae: 0.7784 93/1678 [>.............................] - ETA: 19:35 - loss: 0.4527 - mae: 0.7806 94/1678 [>.............................] - ETA: 19:32 - loss: 0.4518 - mae: 0.7794 95/1678 [>.............................] - ETA: 19:28 - loss: 0.4530 - mae: 0.7813 96/1678 [>.............................] - ETA: 19:29 - loss: 0.4531 - mae: 0.7821 97/1678 [>.............................] - ETA: 19:29 - loss: 0.4542 - mae: 0.7838 98/1678 [>.............................] - ETA: 19:30 - loss: 0.4558 - mae: 0.7862 99/1678 [>.............................] - ETA: 19:33 - loss: 0.4558 - mae: 0.7858 100/1678 [>.............................] - ETA: 19:36 - loss: 0.4529 - mae: 0.7813 101/1678 [>.............................] - ETA: 19:38 - loss: 0.4535 - mae: 0.7825 102/1678 [>.............................] - ETA: 19:40 - loss: 0.4588 - mae: 0.7893 103/1678 [>.............................] - ETA: 19:36 - loss: 0.4565 - mae: 0.7860 104/1678 [>.............................] - ETA: 19:33 - loss: 0.4579 - mae: 0.7876 105/1678 [>.............................] - ETA: 19:30 - loss: 0.4583 - mae: 0.7882 106/1678 [>.............................] - ETA: 19:26 - loss: 0.4574 - mae: 0.7869 107/1678 [>.............................] - ETA: 19:23 - loss: 0.4623 - mae: 0.7931 108/1678 [>.............................] - ETA: 19:21 - loss: 0.4614 - mae: 0.7918 109/1678 [>.............................] - ETA: 19:23 - loss: 0.4605 - mae: 0.7903 110/1678 [>.............................] - ETA: 19:20 - loss: 0.4605 - mae: 0.7905 111/1678 [>.............................] - ETA: 19:17 - loss: 0.4614 - mae: 0.7918 112/1678 [=>............................] - ETA: 19:14 - loss: 0.4637 - mae: 0.7950 113/1678 [=>............................] - ETA: 19:11 - loss: 0.4640 - mae: 0.7956 114/1678 [=>............................] - ETA: 19:08 - loss: 0.4647 - mae: 0.7969 115/1678 [=>............................] - ETA: 19:05 - loss: 0.4630 - mae: 0.7946 116/1678 [=>............................] - ETA: 19:02 - loss: 0.4627 - mae: 0.7944 117/1678 [=>............................] - ETA: 19:00 - loss: 0.4628 - mae: 0.7944 118/1678 [=>............................] - ETA: 18:57 - loss: 0.4620 - mae: 0.7927 119/1678 [=>............................] - ETA: 18:54 - loss: 0.4607 - mae: 0.7907 120/1678 [=>............................] - ETA: 18:51 - loss: 0.4604 - mae: 0.7900 121/1678 [=>............................] - 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ETA: 9s - loss: 0.4655 - mae: 0.7973  1665/1678 [============================>.] - ETA: 9s - loss: 0.4655 - mae: 0.7973 1666/1678 [============================>.] - ETA: 8s - loss: 0.4654 - mae: 0.7971 1667/1678 [============================>.] - ETA: 7s - loss: 0.4653 - mae: 0.7969 1668/1678 [============================>.] - ETA: 6s - loss: 0.4654 - mae: 0.7970 1669/1678 [============================>.] - ETA: 6s - loss: 0.4655 - mae: 0.7972 1670/1678 [============================>.] - ETA: 5s - loss: 0.4655 - mae: 0.7972 1671/1678 [============================>.] - ETA: 4s - loss: 0.4654 - mae: 0.7970 1672/1678 [============================>.] - ETA: 4s - loss: 0.4653 - mae: 0.7970 1673/1678 [============================>.] - ETA: 3s - loss: 0.4652 - mae: 0.7968 1674/1678 [============================>.] - ETA: 2s - loss: 0.4652 - mae: 0.7967 1675/1678 [============================>.] - ETA: 2s - loss: 0.4649 - mae: 0.7964 1676/1678 [============================>.] - ETA: 1s - loss: 0.4649 - mae: 0.7963 1677/1678 [============================>.] - ETA: 0s - loss: 0.4651 - mae: 0.7966 Epoch 00046: val_loss did not improve from 0.55889  1678/1678 [==============================] - 1185s 706ms/step - loss: 0.4651 - mae: 0.7965 - val_loss: 0.5721 - val_mae: 0.9205 Epoch 47/64 1/1678 [..............................] - ETA: 27:57 - loss: 0.2107 - mae: 0.4170 2/1678 [..............................] - ETA: 23:15 - loss: 0.3841 - mae: 0.6824 3/1678 [..............................] - ETA: 20:49 - loss: 0.4822 - mae: 0.8278 4/1678 [..............................] - ETA: 19:36 - loss: 0.4955 - mae: 0.8611 5/1678 [..............................] - ETA: 21:26 - loss: 0.5046 - mae: 0.8746 6/1678 [..............................] - ETA: 20:30 - loss: 0.5016 - mae: 0.8734 7/1678 [..............................] - ETA: 19:50 - loss: 0.4808 - mae: 0.8435 8/1678 [..............................] - ETA: 19:20 - loss: 0.5158 - mae: 0.8880 9/1678 [..............................] - ETA: 18:57 - loss: 0.4729 - 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mae: 0.7947 1663/1678 [============================>.] - ETA: 10s - loss: 0.4636 - mae: 0.7948 1664/1678 [============================>.] - ETA: 9s - loss: 0.4635 - mae: 0.7948  1665/1678 [============================>.] - ETA: 9s - loss: 0.4635 - mae: 0.7946 1666/1678 [============================>.] - ETA: 8s - loss: 0.4635 - mae: 0.7947 1667/1678 [============================>.] - ETA: 7s - loss: 0.4634 - mae: 0.7945 1668/1678 [============================>.] - ETA: 6s - loss: 0.4635 - mae: 0.7948 1669/1678 [============================>.] - ETA: 6s - loss: 0.4634 - mae: 0.7946 1670/1678 [============================>.] - ETA: 5s - loss: 0.4634 - mae: 0.7946 1671/1678 [============================>.] - ETA: 4s - loss: 0.4634 - mae: 0.7947 1672/1678 [============================>.] - ETA: 4s - loss: 0.4632 - mae: 0.7944 1673/1678 [============================>.] - ETA: 3s - loss: 0.4633 - mae: 0.7946 1674/1678 [============================>.] - ETA: 2s - loss: 0.4634 - mae: 0.7946 1675/1678 [============================>.] - ETA: 2s - loss: 0.4633 - mae: 0.7945 1676/1678 [============================>.] - ETA: 1s - loss: 0.4632 - mae: 0.7943 1677/1678 [============================>.] - ETA: 0s - loss: 0.4631 - mae: 0.7942 Epoch 00047: val_loss improved from 0.55889 to 0.55273, saving model to distance.hdf5  1678/1678 [==============================] - 1189s 708ms/step - loss: 0.4632 - mae: 0.7944 - val_loss: 0.5527 - val_mae: 0.8874 Epoch 48/64 1/1678 [..............................] - ETA: 16:26 - loss: 0.2470 - mae: 0.5205 2/1678 [..............................] - ETA: 16:23 - loss: 0.3494 - mae: 0.6625 3/1678 [..............................] - ETA: 16:17 - loss: 0.4210 - mae: 0.7558 4/1678 [..............................] - ETA: 16:13 - loss: 0.4394 - mae: 0.7856 5/1678 [..............................] - ETA: 16:10 - loss: 0.4311 - mae: 0.7645 6/1678 [..............................] - ETA: 16:08 - loss: 0.5184 - mae: 0.8732 7/1678 [..............................] - ETA: 16:07 - loss: 0.5151 - mae: 0.8685 8/1678 [..............................] - 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mae: 0.7929 1661/1678 [============================>.] - ETA: 11s - loss: 0.4621 - mae: 0.7927 1662/1678 [============================>.] - ETA: 11s - loss: 0.4620 - mae: 0.7927 1663/1678 [============================>.] - ETA: 10s - loss: 0.4620 - mae: 0.7926 1664/1678 [============================>.] - ETA: 9s - loss: 0.4620 - mae: 0.7927  1665/1678 [============================>.] - ETA: 9s - loss: 0.4620 - mae: 0.7926 1666/1678 [============================>.] - ETA: 8s - loss: 0.4620 - mae: 0.7926 1667/1678 [============================>.] - ETA: 7s - loss: 0.4620 - mae: 0.7927 1668/1678 [============================>.] - ETA: 6s - loss: 0.4620 - mae: 0.7927 1669/1678 [============================>.] - ETA: 6s - loss: 0.4621 - mae: 0.7928 1670/1678 [============================>.] - ETA: 5s - loss: 0.4622 - mae: 0.7929 1671/1678 [============================>.] - ETA: 4s - loss: 0.4620 - mae: 0.7926 1672/1678 [============================>.] - ETA: 4s - loss: 0.4619 - mae: 0.7926 1673/1678 [============================>.] - ETA: 3s - loss: 0.4619 - mae: 0.7926 1674/1678 [============================>.] - ETA: 2s - loss: 0.4619 - mae: 0.7925 1675/1678 [============================>.] - ETA: 2s - loss: 0.4620 - mae: 0.7926 1676/1678 [============================>.] - ETA: 1s - loss: 0.4620 - mae: 0.7927 1677/1678 [============================>.] - ETA: 0s - loss: 0.4619 - mae: 0.7927 Epoch 00048: val_loss improved from 0.55273 to 0.54508, saving model to distance.hdf5  1678/1678 [==============================] - 1176s 701ms/step - loss: 0.4620 - mae: 0.7926 - val_loss: 0.5451 - val_mae: 0.8848 Epoch 49/64 1/1678 [..............................] - ETA: 23:27 - loss: 0.5446 - mae: 0.9132 2/1678 [..............................] - ETA: 25:17 - loss: 0.3853 - mae: 0.6653 3/1678 [..............................] - ETA: 25:41 - loss: 0.4084 - mae: 0.6967 4/1678 [..............................] - ETA: 25:42 - loss: 0.4804 - mae: 0.8027 5/1678 [..............................] - ETA: 26:00 - loss: 0.5021 - mae: 0.8300 6/1678 [..............................] - 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ETA: 13s - loss: 0.4615 - mae: 0.7917 1660/1678 [============================>.] - ETA: 12s - loss: 0.4614 - mae: 0.7916 1661/1678 [============================>.] - ETA: 11s - loss: 0.4615 - mae: 0.7917 1662/1678 [============================>.] - ETA: 11s - loss: 0.4616 - mae: 0.7920 1663/1678 [============================>.] - ETA: 10s - loss: 0.4616 - mae: 0.7919 1664/1678 [============================>.] - ETA: 9s - loss: 0.4618 - mae: 0.7922  1665/1678 [============================>.] - ETA: 8s - loss: 0.4618 - mae: 0.7922 1666/1678 [============================>.] - ETA: 8s - loss: 0.4619 - mae: 0.7924 1667/1678 [============================>.] - ETA: 7s - loss: 0.4620 - mae: 0.7924 1668/1678 [============================>.] - ETA: 6s - loss: 0.4620 - mae: 0.7923 1669/1678 [============================>.] - ETA: 6s - loss: 0.4620 - mae: 0.7924 1670/1678 [============================>.] - ETA: 5s - loss: 0.4619 - mae: 0.7923 1671/1678 [============================>.] - ETA: 4s - loss: 0.4621 - mae: 0.7925 1672/1678 [============================>.] - ETA: 4s - loss: 0.4621 - mae: 0.7926 1673/1678 [============================>.] - ETA: 3s - loss: 0.4622 - mae: 0.7927 1674/1678 [============================>.] - ETA: 2s - loss: 0.4620 - mae: 0.7924 1675/1678 [============================>.] - ETA: 2s - loss: 0.4620 - mae: 0.7924 1676/1678 [============================>.] - ETA: 1s - loss: 0.4621 - mae: 0.7925 1677/1678 [============================>.] - ETA: 0s - loss: 0.4621 - mae: 0.7925 Epoch 00049: val_loss did not improve from 0.54508  1678/1678 [==============================] - 1168s 696ms/step - loss: 0.4621 - mae: 0.7925 - val_loss: 0.5845 - val_mae: 0.9224 Epoch 50/64 1/1678 [..............................] - ETA: 29:03 - loss: 0.4782 - mae: 0.9104 2/1678 [..............................] - ETA: 22:31 - loss: 0.5644 - mae: 0.9769 3/1678 [..............................] - ETA: 20:22 - loss: 0.5737 - mae: 0.9762 4/1678 [..............................] - ETA: 19:16 - 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mae: 0.7875 1658/1678 [============================>.] - ETA: 13s - loss: 0.4577 - mae: 0.7874 1659/1678 [============================>.] - ETA: 13s - loss: 0.4578 - mae: 0.7875 1660/1678 [============================>.] - ETA: 12s - loss: 0.4579 - mae: 0.7877 1661/1678 [============================>.] - ETA: 11s - loss: 0.4579 - mae: 0.7877 1662/1678 [============================>.] - ETA: 11s - loss: 0.4579 - mae: 0.7876 1663/1678 [============================>.] - ETA: 10s - loss: 0.4578 - mae: 0.7875 1664/1678 [============================>.] - ETA: 9s - loss: 0.4577 - mae: 0.7875  1665/1678 [============================>.] - ETA: 9s - loss: 0.4577 - mae: 0.7875 1666/1678 [============================>.] - ETA: 8s - loss: 0.4579 - mae: 0.7877 1667/1678 [============================>.] - ETA: 7s - loss: 0.4579 - mae: 0.7877 1668/1678 [============================>.] - ETA: 6s - loss: 0.4579 - mae: 0.7877 1669/1678 [============================>.] - ETA: 6s - loss: 0.4578 - mae: 0.7876 1670/1678 [============================>.] - ETA: 5s - loss: 0.4577 - mae: 0.7875 1671/1678 [============================>.] - ETA: 4s - loss: 0.4577 - mae: 0.7874 1672/1678 [============================>.] - ETA: 4s - loss: 0.4575 - mae: 0.7872 1673/1678 [============================>.] - ETA: 3s - loss: 0.4575 - mae: 0.7873 1674/1678 [============================>.] - ETA: 2s - loss: 0.4575 - mae: 0.7872 1675/1678 [============================>.] - ETA: 2s - loss: 0.4577 - mae: 0.7875 1676/1678 [============================>.] - ETA: 1s - loss: 0.4575 - mae: 0.7872 1677/1678 [============================>.] - ETA: 0s - loss: 0.4575 - mae: 0.7872 Epoch 00050: val_loss did not improve from 0.54508  1678/1678 [==============================] - 1180s 703ms/step - loss: 0.4576 - mae: 0.7873 - val_loss: 0.5687 - val_mae: 0.9111 Epoch 51/64 1/1678 [..............................] - ETA: 16:21 - loss: 0.4178 - mae: 0.7813 2/1678 [..............................] - ETA: 16:13 - loss: 0.3654 - mae: 0.6746 3/1678 [..............................] - 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ETA: 6s - loss: 0.4564 - mae: 0.7857 1669/1678 [============================>.] - ETA: 6s - loss: 0.4566 - mae: 0.7859 1670/1678 [============================>.] - ETA: 5s - loss: 0.4566 - mae: 0.7860 1671/1678 [============================>.] - ETA: 4s - loss: 0.4565 - mae: 0.7858 1672/1678 [============================>.] - ETA: 4s - loss: 0.4565 - mae: 0.7858 1673/1678 [============================>.] - ETA: 3s - loss: 0.4564 - mae: 0.7857 1674/1678 [============================>.] - ETA: 2s - loss: 0.4563 - mae: 0.7856 1675/1678 [============================>.] - ETA: 2s - loss: 0.4563 - mae: 0.7857 1676/1678 [============================>.] - ETA: 1s - loss: 0.4564 - mae: 0.7858 1677/1678 [============================>.] - ETA: 0s - loss: 0.4563 - mae: 0.7857 Epoch 00051: val_loss did not improve from 0.54508  1678/1678 [==============================] - 1175s 700ms/step - loss: 0.4563 - mae: 0.7857 - val_loss: 0.5665 - val_mae: 0.9050 Epoch 52/64 1/1678 [..............................] - 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loss: 0.4545 - mae: 0.7837 1654/1678 [============================>.] - ETA: 16s - loss: 0.4544 - mae: 0.7836 1655/1678 [============================>.] - ETA: 16s - loss: 0.4545 - mae: 0.7837 1656/1678 [============================>.] - ETA: 15s - loss: 0.4547 - mae: 0.7839 1657/1678 [============================>.] - ETA: 14s - loss: 0.4546 - mae: 0.7838 1658/1678 [============================>.] - ETA: 13s - loss: 0.4545 - mae: 0.7837 1659/1678 [============================>.] - ETA: 13s - loss: 0.4545 - mae: 0.7835 1660/1678 [============================>.] - ETA: 12s - loss: 0.4545 - mae: 0.7836 1661/1678 [============================>.] - ETA: 11s - loss: 0.4544 - mae: 0.7835 1662/1678 [============================>.] - ETA: 11s - loss: 0.4544 - mae: 0.7834 1663/1678 [============================>.] - ETA: 10s - loss: 0.4544 - mae: 0.7834 1664/1678 [============================>.] - ETA: 9s - loss: 0.4544 - mae: 0.7834  1665/1678 [============================>.] - ETA: 9s - loss: 0.4544 - mae: 0.7834 1666/1678 [============================>.] - ETA: 8s - loss: 0.4542 - mae: 0.7832 1667/1678 [============================>.] - ETA: 7s - loss: 0.4543 - mae: 0.7833 1668/1678 [============================>.] - ETA: 6s - loss: 0.4542 - mae: 0.7832 1669/1678 [============================>.] - ETA: 6s - loss: 0.4544 - mae: 0.7834 1670/1678 [============================>.] - ETA: 5s - loss: 0.4543 - mae: 0.7833 1671/1678 [============================>.] - ETA: 4s - loss: 0.4544 - mae: 0.7834 1672/1678 [============================>.] - ETA: 4s - loss: 0.4542 - mae: 0.7832 1673/1678 [============================>.] - ETA: 3s - loss: 0.4541 - mae: 0.7831 1674/1678 [============================>.] - ETA: 2s - loss: 0.4541 - mae: 0.7830 1675/1678 [============================>.] - ETA: 2s - loss: 0.4541 - mae: 0.7830 1676/1678 [============================>.] - ETA: 1s - loss: 0.4540 - mae: 0.7829 1677/1678 [============================>.] - ETA: 0s - loss: 0.4538 - mae: 0.7826 Epoch 00052: val_loss did not improve from 0.54508  1678/1678 [==============================] - 1182s 705ms/step - loss: 0.4538 - mae: 0.7826 - val_loss: 0.5787 - val_mae: 0.9325 Epoch 53/64 1/1678 [..............................] - ETA: 16:38 - loss: 0.5559 - mae: 0.9360 2/1678 [..............................] - ETA: 16:20 - loss: 0.4918 - mae: 0.8631 3/1678 [..............................] - ETA: 16:21 - loss: 0.4433 - mae: 0.7886 4/1678 [..............................] - ETA: 16:16 - loss: 0.4382 - mae: 0.7852 5/1678 [..............................] - ETA: 18:47 - loss: 0.4481 - mae: 0.7997 6/1678 [..............................] - ETA: 20:23 - loss: 0.4227 - mae: 0.7618 7/1678 [..............................] - ETA: 19:45 - loss: 0.4602 - mae: 0.7987 8/1678 [..............................] - ETA: 19:17 - loss: 0.4371 - mae: 0.7615 9/1678 [..............................] - ETA: 18:55 - loss: 0.4359 - mae: 0.7562 10/1678 [..............................] - ETA: 18:36 - loss: 0.4633 - mae: 0.7867 11/1678 [..............................] - ETA: 18:21 - loss: 0.4607 - mae: 0.7874 12/1678 [..............................] - ETA: 18:09 - loss: 0.4589 - mae: 0.7816 13/1678 [..............................] - ETA: 17:58 - loss: 0.4641 - mae: 0.7878 14/1678 [..............................] - ETA: 17:48 - loss: 0.4698 - mae: 0.7978 15/1678 [..............................] - ETA: 17:41 - loss: 0.4649 - mae: 0.7899 16/1678 [..............................] - ETA: 17:34 - loss: 0.4776 - mae: 0.8093 17/1678 [..............................] - ETA: 17:27 - loss: 0.4753 - mae: 0.8098 18/1678 [..............................] - ETA: 17:21 - loss: 0.4923 - mae: 0.8322 19/1678 [..............................] - ETA: 17:38 - loss: 0.4726 - mae: 0.7999 20/1678 [..............................] - ETA: 18:04 - loss: 0.4642 - mae: 0.7878 21/1678 [..............................] - ETA: 18:27 - loss: 0.4566 - mae: 0.7753 22/1678 [..............................] - ETA: 18:45 - loss: 0.4576 - mae: 0.7740 23/1678 [..............................] - ETA: 19:07 - loss: 0.4561 - mae: 0.7750 24/1678 [..............................] - ETA: 19:32 - loss: 0.4643 - mae: 0.7871 25/1678 [..............................] - ETA: 19:23 - loss: 0.4652 - mae: 0.7907 26/1678 [..............................] - ETA: 19:14 - loss: 0.4539 - mae: 0.7752 27/1678 [..............................] - ETA: 19:06 - loss: 0.4607 - mae: 0.7833 28/1678 [..............................] - ETA: 18:58 - loss: 0.4663 - mae: 0.7925 29/1678 [..............................] - ETA: 19:19 - loss: 0.4843 - mae: 0.8158 30/1678 [..............................] - ETA: 19:38 - loss: 0.4852 - mae: 0.8156 31/1678 [..............................] - ETA: 19:55 - loss: 0.4893 - mae: 0.8196 32/1678 [..............................] - ETA: 19:46 - loss: 0.4821 - mae: 0.8076 33/1678 [..............................] - ETA: 19:38 - loss: 0.4853 - mae: 0.8126 34/1678 [..............................] - ETA: 19:47 - loss: 0.4847 - mae: 0.8136 35/1678 [..............................] - ETA: 19:44 - loss: 0.4767 - mae: 0.8027 36/1678 [..............................] - ETA: 19:37 - loss: 0.4728 - 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ETA: 18:41 - loss: 0.4710 - mae: 0.7985 50/1678 [..............................] - ETA: 18:37 - loss: 0.4720 - mae: 0.8000 51/1678 [..............................] - ETA: 18:32 - loss: 0.4707 - mae: 0.7985 52/1678 [..............................] - ETA: 18:28 - loss: 0.4734 - mae: 0.8027 53/1678 [..............................] - ETA: 18:24 - loss: 0.4740 - mae: 0.8048 54/1678 [..............................] - ETA: 18:20 - loss: 0.4866 - mae: 0.8188 55/1678 [..............................] - ETA: 18:17 - loss: 0.4867 - mae: 0.8188 56/1678 [>.............................] - ETA: 18:13 - loss: 0.4870 - mae: 0.8195 57/1678 [>.............................] - ETA: 18:10 - loss: 0.4836 - mae: 0.8153 58/1678 [>.............................] - ETA: 18:10 - loss: 0.4847 - mae: 0.8157 59/1678 [>.............................] - ETA: 18:16 - loss: 0.4826 - mae: 0.8134 60/1678 [>.............................] - ETA: 18:24 - loss: 0.4828 - mae: 0.8142 61/1678 [>.............................] - ETA: 18:33 - loss: 0.4836 - mae: 0.8160 62/1678 [>.............................] - ETA: 18:29 - loss: 0.4829 - mae: 0.8153 63/1678 [>.............................] - ETA: 18:26 - loss: 0.4884 - mae: 0.8235 64/1678 [>.............................] - ETA: 18:23 - loss: 0.4856 - mae: 0.8194 65/1678 [>.............................] - ETA: 18:19 - loss: 0.4847 - mae: 0.8191 66/1678 [>.............................] - ETA: 18:16 - loss: 0.4868 - mae: 0.8213 67/1678 [>.............................] - ETA: 18:13 - loss: 0.4865 - mae: 0.8204 68/1678 [>.............................] - ETA: 18:10 - loss: 0.4844 - mae: 0.8177 69/1678 [>.............................] - ETA: 18:07 - loss: 0.4826 - mae: 0.8155 70/1678 [>.............................] - ETA: 18:04 - loss: 0.4782 - mae: 0.8091 71/1678 [>.............................] - ETA: 18:01 - loss: 0.4767 - mae: 0.8082 72/1678 [>.............................] - ETA: 17:58 - loss: 0.4721 - mae: 0.8009 73/1678 [>.............................] - ETA: 17:55 - loss: 0.4741 - 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ETA: 17:47 - loss: 0.4623 - mae: 0.7899 87/1678 [>.............................] - ETA: 17:48 - loss: 0.4627 - mae: 0.7908 88/1678 [>.............................] - ETA: 17:51 - loss: 0.4639 - mae: 0.7929 89/1678 [>.............................] - ETA: 17:51 - loss: 0.4640 - mae: 0.7932 90/1678 [>.............................] - ETA: 17:48 - loss: 0.4648 - mae: 0.7950 91/1678 [>.............................] - ETA: 17:46 - loss: 0.4656 - mae: 0.7965 92/1678 [>.............................] - ETA: 17:44 - loss: 0.4634 - mae: 0.7934 93/1678 [>.............................] - ETA: 17:41 - loss: 0.4647 - mae: 0.7955 94/1678 [>.............................] - ETA: 17:39 - loss: 0.4650 - mae: 0.7965 95/1678 [>.............................] - ETA: 17:37 - loss: 0.4662 - mae: 0.7987 96/1678 [>.............................] - ETA: 17:35 - loss: 0.4632 - mae: 0.7945 97/1678 [>.............................] - ETA: 17:33 - loss: 0.4622 - mae: 0.7930 98/1678 [>.............................] - ETA: 17:30 - loss: 0.4608 - mae: 0.7909 99/1678 [>.............................] - ETA: 17:28 - loss: 0.4617 - mae: 0.7926 100/1678 [>.............................] - ETA: 17:26 - loss: 0.4614 - mae: 0.7928 101/1678 [>.............................] - ETA: 17:24 - loss: 0.4609 - mae: 0.7922 102/1678 [>.............................] - ETA: 17:22 - loss: 0.4597 - mae: 0.7902 103/1678 [>.............................] - ETA: 17:20 - loss: 0.4608 - mae: 0.7909 104/1678 [>.............................] - ETA: 17:23 - loss: 0.4608 - mae: 0.7915 105/1678 [>.............................] - ETA: 17:23 - loss: 0.4642 - mae: 0.7957 106/1678 [>.............................] - ETA: 17:21 - loss: 0.4652 - mae: 0.7978 107/1678 [>.............................] - ETA: 17:19 - loss: 0.4637 - mae: 0.7955 108/1678 [>.............................] - ETA: 17:17 - loss: 0.4645 - mae: 0.7966 109/1678 [>.............................] - ETA: 17:15 - loss: 0.4650 - mae: 0.7979 110/1678 [>.............................] - ETA: 17:13 - 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ETA: 17s - loss: 0.4508 - mae: 0.7784 1654/1678 [============================>.] - ETA: 16s - loss: 0.4509 - mae: 0.7784 1655/1678 [============================>.] - ETA: 15s - loss: 0.4508 - mae: 0.7785 1656/1678 [============================>.] - ETA: 15s - loss: 0.4507 - mae: 0.7782 1657/1678 [============================>.] - ETA: 14s - loss: 0.4506 - mae: 0.7780 1658/1678 [============================>.] - ETA: 13s - loss: 0.4504 - mae: 0.7777 1659/1678 [============================>.] - ETA: 13s - loss: 0.4503 - mae: 0.7776 1660/1678 [============================>.] - ETA: 12s - loss: 0.4503 - mae: 0.7777 1661/1678 [============================>.] - ETA: 11s - loss: 0.4505 - mae: 0.7779 1662/1678 [============================>.] - ETA: 10s - loss: 0.4506 - mae: 0.7781 1663/1678 [============================>.] - ETA: 10s - loss: 0.4505 - mae: 0.7779 1664/1678 [============================>.] - ETA: 9s - loss: 0.4505 - mae: 0.7779  1665/1678 [============================>.] - ETA: 8s - loss: 0.4505 - mae: 0.7779 1666/1678 [============================>.] - ETA: 8s - loss: 0.4504 - mae: 0.7778 1667/1678 [============================>.] - ETA: 7s - loss: 0.4505 - mae: 0.7780 1668/1678 [============================>.] - ETA: 6s - loss: 0.4506 - mae: 0.7781 1669/1678 [============================>.] - ETA: 6s - loss: 0.4510 - mae: 0.7785 1670/1678 [============================>.] - ETA: 5s - loss: 0.4510 - mae: 0.7786 1671/1678 [============================>.] - ETA: 4s - loss: 0.4510 - mae: 0.7786 1672/1678 [============================>.] - ETA: 4s - loss: 0.4510 - mae: 0.7787 1673/1678 [============================>.] - ETA: 3s - loss: 0.4510 - mae: 0.7786 1674/1678 [============================>.] - ETA: 2s - loss: 0.4510 - mae: 0.7786 1675/1678 [============================>.] - ETA: 2s - loss: 0.4510 - mae: 0.7787 1676/1678 [============================>.] - ETA: 1s - loss: 0.4510 - mae: 0.7787 1677/1678 [============================>.] - ETA: 0s - loss: 0.4508 - mae: 0.7784 Epoch 00053: val_loss did not improve from 0.54508  1678/1678 [==============================] - 1163s 693ms/step - loss: 0.4508 - mae: 0.7783 - val_loss: 0.5620 - val_mae: 0.8993 Epoch 54/64 1/1678 [..............................] - ETA: 25:47 - loss: 0.4769 - mae: 0.8570 2/1678 [..............................] - ETA: 27:21 - loss: 0.5389 - mae: 0.9219 3/1678 [..............................] - ETA: 28:19 - loss: 0.5325 - mae: 0.9206 4/1678 [..............................] - ETA: 28:15 - loss: 0.5633 - mae: 0.9556 5/1678 [..............................] - ETA: 25:51 - loss: 0.5594 - mae: 0.9574 6/1678 [..............................] - ETA: 24:12 - loss: 0.5483 - mae: 0.9414 7/1678 [..............................] - ETA: 23:02 - loss: 0.5361 - mae: 0.9214 8/1678 [..............................] - ETA: 22:08 - loss: 0.5376 - mae: 0.9231 9/1678 [..............................] - ETA: 21:28 - loss: 0.5274 - mae: 0.9044 10/1678 [..............................] - ETA: 20:54 - loss: 0.5099 - mae: 0.8812 11/1678 [..............................] - ETA: 20:26 - loss: 0.4957 - mae: 0.8560 12/1678 [..............................] - 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ETA: 17s - loss: 0.4508 - mae: 0.7785 1654/1678 [============================>.] - ETA: 16s - loss: 0.4509 - mae: 0.7786 1655/1678 [============================>.] - ETA: 15s - loss: 0.4508 - mae: 0.7785 1656/1678 [============================>.] - ETA: 15s - loss: 0.4508 - mae: 0.7784 1657/1678 [============================>.] - ETA: 14s - loss: 0.4510 - mae: 0.7787 1658/1678 [============================>.] - ETA: 13s - loss: 0.4511 - mae: 0.7788 1659/1678 [============================>.] - ETA: 12s - loss: 0.4510 - mae: 0.7787 1660/1678 [============================>.] - ETA: 12s - loss: 0.4511 - mae: 0.7788 1661/1678 [============================>.] - ETA: 11s - loss: 0.4511 - mae: 0.7787 1662/1678 [============================>.] - ETA: 10s - loss: 0.4509 - mae: 0.7786 1663/1678 [============================>.] - ETA: 10s - loss: 0.4508 - mae: 0.7784 1664/1678 [============================>.] - ETA: 9s - loss: 0.4510 - mae: 0.7787  1665/1678 [============================>.] - ETA: 8s - loss: 0.4511 - mae: 0.7788 1666/1678 [============================>.] - ETA: 8s - loss: 0.4511 - mae: 0.7788 1667/1678 [============================>.] - ETA: 7s - loss: 0.4511 - mae: 0.7788 1668/1678 [============================>.] - ETA: 6s - loss: 0.4509 - mae: 0.7785 1669/1678 [============================>.] - ETA: 6s - loss: 0.4509 - mae: 0.7784 1670/1678 [============================>.] - ETA: 5s - loss: 0.4507 - mae: 0.7782 1671/1678 [============================>.] - ETA: 4s - loss: 0.4509 - mae: 0.7784 1672/1678 [============================>.] - ETA: 4s - loss: 0.4508 - mae: 0.7783 1673/1678 [============================>.] - ETA: 3s - loss: 0.4507 - mae: 0.7781 1674/1678 [============================>.] - ETA: 2s - loss: 0.4508 - mae: 0.7782 1675/1678 [============================>.] - ETA: 2s - loss: 0.4508 - mae: 0.7783 1676/1678 [============================>.] - ETA: 1s - loss: 0.4510 - mae: 0.7785 1677/1678 [============================>.] - ETA: 0s - loss: 0.4509 - mae: 0.7784 Epoch 00054: val_loss did not improve from 0.54508  1678/1678 [==============================] - 1166s 695ms/step - loss: 0.4509 - mae: 0.7785 - val_loss: 0.5705 - val_mae: 0.9181 Epoch 55/64 1/1678 [..............................] - ETA: 26:11 - loss: 0.6235 - mae: 1.0358 2/1678 [..............................] - ETA: 26:18 - loss: 0.4514 - mae: 0.7727 3/1678 [..............................] - ETA: 27:15 - loss: 0.4775 - mae: 0.8217 4/1678 [..............................] - ETA: 28:04 - loss: 0.4821 - mae: 0.8322 5/1678 [..............................] - ETA: 28:23 - loss: 0.4576 - mae: 0.7923 6/1678 [..............................] - ETA: 26:18 - loss: 0.4599 - mae: 0.7910 7/1678 [..............................] - ETA: 24:49 - loss: 0.4843 - mae: 0.8309 8/1678 [..............................] - ETA: 23:42 - loss: 0.4407 - mae: 0.7600 9/1678 [..............................] - ETA: 22:51 - loss: 0.4351 - mae: 0.7489 10/1678 [..............................] - ETA: 22:09 - loss: 0.4291 - mae: 0.7443 11/1678 [..............................] - ETA: 21:35 - loss: 0.4440 - mae: 0.7648 12/1678 [..............................] - ETA: 21:06 - loss: 0.4577 - mae: 0.7854 13/1678 [..............................] - ETA: 20:42 - loss: 0.4625 - mae: 0.7891 14/1678 [..............................] - ETA: 20:21 - loss: 0.4504 - mae: 0.7707 15/1678 [..............................] - ETA: 20:03 - loss: 0.4473 - mae: 0.7708 16/1678 [..............................] - ETA: 19:47 - loss: 0.4415 - mae: 0.7604 17/1678 [..............................] - ETA: 19:33 - loss: 0.4390 - mae: 0.7569 18/1678 [..............................] - ETA: 19:20 - loss: 0.4355 - mae: 0.7539 19/1678 [..............................] - ETA: 19:09 - loss: 0.4256 - mae: 0.7360 20/1678 [..............................] - ETA: 18:59 - loss: 0.4369 - mae: 0.7523 21/1678 [..............................] - ETA: 18:49 - loss: 0.4351 - mae: 0.7505 22/1678 [..............................] - ETA: 18:40 - loss: 0.4323 - mae: 0.7495 23/1678 [..............................] - ETA: 18:32 - loss: 0.4202 - mae: 0.7316 24/1678 [..............................] - ETA: 18:26 - loss: 0.4239 - mae: 0.7389 25/1678 [..............................] - ETA: 18:19 - loss: 0.4278 - mae: 0.7455 26/1678 [..............................] - ETA: 18:13 - loss: 0.4247 - mae: 0.7405 27/1678 [..............................] - ETA: 18:07 - loss: 0.4288 - mae: 0.7478 28/1678 [..............................] - ETA: 18:02 - loss: 0.4283 - mae: 0.7490 29/1678 [..............................] - ETA: 17:58 - loss: 0.4364 - mae: 0.7596 30/1678 [..............................] - ETA: 18:17 - loss: 0.4461 - mae: 0.7729 31/1678 [..............................] - ETA: 18:11 - loss: 0.4439 - mae: 0.7695 32/1678 [..............................] - ETA: 18:06 - loss: 0.4480 - mae: 0.7758 33/1678 [..............................] - ETA: 18:01 - loss: 0.4507 - mae: 0.7816 34/1678 [..............................] - ETA: 17:57 - loss: 0.4525 - mae: 0.7847 35/1678 [..............................] - ETA: 17:52 - loss: 0.4490 - mae: 0.7796 36/1678 [..............................] - ETA: 17:48 - loss: 0.4637 - 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ETA: 17:55 - loss: 0.4548 - mae: 0.7843 50/1678 [..............................] - ETA: 17:52 - loss: 0.4560 - mae: 0.7864 51/1678 [..............................] - ETA: 17:48 - loss: 0.4589 - mae: 0.7911 52/1678 [..............................] - ETA: 17:45 - loss: 0.4540 - mae: 0.7831 53/1678 [..............................] - ETA: 17:42 - loss: 0.4534 - mae: 0.7815 54/1678 [..............................] - ETA: 17:39 - loss: 0.4495 - mae: 0.7754 55/1678 [..............................] - ETA: 17:37 - loss: 0.4483 - mae: 0.7733 56/1678 [>.............................] - ETA: 17:34 - loss: 0.4452 - mae: 0.7686 57/1678 [>.............................] - ETA: 17:32 - loss: 0.4483 - mae: 0.7717 58/1678 [>.............................] - ETA: 17:29 - loss: 0.4486 - mae: 0.7732 59/1678 [>.............................] - ETA: 17:26 - loss: 0.4465 - mae: 0.7702 60/1678 [>.............................] - ETA: 17:24 - loss: 0.4420 - mae: 0.7627 61/1678 [>.............................] - ETA: 17:35 - loss: 0.4455 - mae: 0.7677 62/1678 [>.............................] - ETA: 17:33 - loss: 0.4461 - mae: 0.7688 63/1678 [>.............................] - ETA: 17:30 - loss: 0.4481 - mae: 0.7714 64/1678 [>.............................] - ETA: 17:28 - loss: 0.4503 - mae: 0.7740 65/1678 [>.............................] - ETA: 17:25 - loss: 0.4480 - mae: 0.7706 66/1678 [>.............................] - ETA: 17:23 - loss: 0.4466 - mae: 0.7683 67/1678 [>.............................] - ETA: 17:20 - loss: 0.4498 - mae: 0.7731 68/1678 [>.............................] - ETA: 17:18 - loss: 0.4483 - mae: 0.7705 69/1678 [>.............................] - ETA: 17:16 - loss: 0.4436 - mae: 0.7631 70/1678 [>.............................] - ETA: 17:14 - loss: 0.4420 - mae: 0.7606 71/1678 [>.............................] - ETA: 17:12 - loss: 0.4382 - mae: 0.7553 72/1678 [>.............................] - ETA: 17:09 - loss: 0.4352 - mae: 0.7515 73/1678 [>.............................] - ETA: 17:07 - loss: 0.4353 - mae: 0.7525 74/1678 [>.............................] - ETA: 17:05 - loss: 0.4344 - mae: 0.7506 75/1678 [>.............................] - ETA: 17:04 - loss: 0.4309 - mae: 0.7460 76/1678 [>.............................] - ETA: 17:02 - loss: 0.4324 - mae: 0.7484 77/1678 [>.............................] - ETA: 17:06 - loss: 0.4324 - mae: 0.7489 78/1678 [>.............................] - ETA: 17:07 - loss: 0.4339 - mae: 0.7510 79/1678 [>.............................] - ETA: 17:05 - loss: 0.4340 - mae: 0.7523 80/1678 [>.............................] - ETA: 17:08 - loss: 0.4345 - mae: 0.7534 81/1678 [>.............................] - ETA: 17:14 - loss: 0.4333 - mae: 0.7524 82/1678 [>.............................] - ETA: 17:19 - loss: 0.4354 - mae: 0.7556 83/1678 [>.............................] - ETA: 17:24 - loss: 0.4378 - mae: 0.7591 84/1678 [>.............................] - ETA: 17:29 - loss: 0.4370 - mae: 0.7582 85/1678 [>.............................] - ETA: 17:27 - loss: 0.4391 - mae: 0.7613 86/1678 [>.............................] - ETA: 17:25 - loss: 0.4400 - mae: 0.7629 87/1678 [>.............................] - ETA: 17:23 - loss: 0.4392 - mae: 0.7613 88/1678 [>.............................] - ETA: 17:21 - loss: 0.4398 - mae: 0.7614 89/1678 [>.............................] - ETA: 17:19 - loss: 0.4396 - mae: 0.7617 90/1678 [>.............................] - ETA: 17:25 - loss: 0.4406 - mae: 0.7634 91/1678 [>.............................] - ETA: 17:30 - loss: 0.4404 - mae: 0.7633 92/1678 [>.............................] - ETA: 17:35 - loss: 0.4385 - mae: 0.7610 93/1678 [>.............................] - ETA: 17:40 - loss: 0.4378 - mae: 0.7597 94/1678 [>.............................] - ETA: 17:39 - loss: 0.4397 - mae: 0.7625 95/1678 [>.............................] - ETA: 17:37 - loss: 0.4398 - mae: 0.7630 96/1678 [>.............................] - ETA: 17:34 - loss: 0.4413 - mae: 0.7647 97/1678 [>.............................] - ETA: 17:32 - loss: 0.4414 - mae: 0.7655 98/1678 [>.............................] - ETA: 17:35 - loss: 0.4437 - mae: 0.7679 99/1678 [>.............................] - ETA: 17:35 - loss: 0.4442 - mae: 0.7688 100/1678 [>.............................] - ETA: 17:33 - loss: 0.4445 - mae: 0.7694 101/1678 [>.............................] - ETA: 17:31 - loss: 0.4461 - mae: 0.7720 102/1678 [>.............................] - ETA: 17:29 - loss: 0.4451 - mae: 0.7704 103/1678 [>.............................] - ETA: 17:27 - loss: 0.4451 - mae: 0.7709 104/1678 [>.............................] - ETA: 17:25 - loss: 0.4446 - mae: 0.7706 105/1678 [>.............................] - ETA: 17:23 - loss: 0.4429 - mae: 0.7682 106/1678 [>.............................] - ETA: 17:21 - loss: 0.4453 - mae: 0.7713 107/1678 [>.............................] - ETA: 17:20 - loss: 0.4455 - mae: 0.7720 108/1678 [>.............................] - ETA: 17:18 - loss: 0.4442 - mae: 0.7702 109/1678 [>.............................] - ETA: 17:16 - loss: 0.4460 - mae: 0.7727 110/1678 [>.............................] - ETA: 17:14 - loss: 0.4476 - mae: 0.7749 111/1678 [>.............................] - ETA: 17:12 - loss: 0.4480 - mae: 0.7759 112/1678 [=>............................] - ETA: 17:10 - loss: 0.4483 - mae: 0.7758 113/1678 [=>............................] - ETA: 17:08 - loss: 0.4496 - mae: 0.7769 114/1678 [=>............................] - ETA: 17:13 - loss: 0.4506 - mae: 0.7785 115/1678 [=>............................] - ETA: 17:11 - loss: 0.4529 - mae: 0.7816 116/1678 [=>............................] - ETA: 17:09 - loss: 0.4530 - mae: 0.7821 117/1678 [=>............................] - ETA: 17:08 - loss: 0.4533 - mae: 0.7823 118/1678 [=>............................] - ETA: 17:06 - loss: 0.4510 - mae: 0.7788 119/1678 [=>............................] - ETA: 17:04 - loss: 0.4519 - mae: 0.7799 120/1678 [=>............................] - ETA: 17:03 - loss: 0.4489 - mae: 0.7751 121/1678 [=>............................] - ETA: 17:01 - loss: 0.4493 - mae: 0.7752 122/1678 [=>............................] - ETA: 16:59 - 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ETA: 8s - loss: 0.4482 - mae: 0.7753 1667/1678 [============================>.] - ETA: 7s - loss: 0.4481 - mae: 0.7751 1668/1678 [============================>.] - ETA: 6s - loss: 0.4481 - mae: 0.7752 1669/1678 [============================>.] - ETA: 6s - loss: 0.4480 - mae: 0.7752 1670/1678 [============================>.] - ETA: 5s - loss: 0.4480 - mae: 0.7751 1671/1678 [============================>.] - ETA: 4s - loss: 0.4480 - mae: 0.7751 1672/1678 [============================>.] - ETA: 4s - loss: 0.4479 - mae: 0.7750 1673/1678 [============================>.] - ETA: 3s - loss: 0.4478 - mae: 0.7747 1674/1678 [============================>.] - ETA: 2s - loss: 0.4478 - mae: 0.7747 1675/1678 [============================>.] - ETA: 2s - loss: 0.4478 - mae: 0.7748 1676/1678 [============================>.] - ETA: 1s - loss: 0.4478 - mae: 0.7749 1677/1678 [============================>.] - ETA: 0s - loss: 0.4478 - mae: 0.7748 Epoch 00055: val_loss did not improve from 0.54508  1678/1678 [==============================] - 1155s 689ms/step - loss: 0.4478 - mae: 0.7748 - val_loss: 0.5843 - val_mae: 0.9268 Epoch 56/64 1/1678 [..............................] - ETA: 16:16 - loss: 0.8264 - mae: 1.2631 2/1678 [..............................] - ETA: 16:11 - loss: 0.6542 - mae: 1.0664 3/1678 [..............................] - ETA: 16:20 - loss: 0.4742 - mae: 0.7878 4/1678 [..............................] - ETA: 16:16 - loss: 0.4434 - mae: 0.7598 5/1678 [..............................] - ETA: 16:11 - loss: 0.4065 - mae: 0.7160 6/1678 [..............................] - ETA: 16:09 - loss: 0.3920 - mae: 0.6977 7/1678 [..............................] - ETA: 16:08 - loss: 0.3992 - mae: 0.7140 8/1678 [..............................] - ETA: 16:08 - loss: 0.3745 - mae: 0.6711 9/1678 [..............................] - ETA: 16:06 - loss: 0.3939 - mae: 0.6982 10/1678 [..............................] - ETA: 16:05 - loss: 0.3985 - mae: 0.7068 11/1678 [..............................] - ETA: 16:05 - loss: 0.4121 - mae: 0.7230 12/1678 [..............................] - 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loss: 0.4470 - mae: 0.7741 1666/1678 [============================>.] - ETA: 8s - loss: 0.4470 - mae: 0.7742 1667/1678 [============================>.] - ETA: 7s - loss: 0.4469 - mae: 0.7740 1668/1678 [============================>.] - ETA: 6s - loss: 0.4470 - mae: 0.7741 1669/1678 [============================>.] - ETA: 6s - loss: 0.4469 - mae: 0.7740 1670/1678 [============================>.] - ETA: 5s - loss: 0.4468 - mae: 0.7738 1671/1678 [============================>.] - ETA: 4s - loss: 0.4468 - mae: 0.7739 1672/1678 [============================>.] - ETA: 4s - loss: 0.4467 - mae: 0.7738 1673/1678 [============================>.] - ETA: 3s - loss: 0.4467 - mae: 0.7737 1674/1678 [============================>.] - ETA: 2s - loss: 0.4466 - mae: 0.7736 1675/1678 [============================>.] - ETA: 2s - loss: 0.4465 - mae: 0.7734 1676/1678 [============================>.] - ETA: 1s - loss: 0.4464 - mae: 0.7731 1677/1678 [============================>.] - ETA: 0s - loss: 0.4463 - mae: 0.7731 Epoch 00056: val_loss did not improve from 0.54508  1678/1678 [==============================] - 1164s 694ms/step - loss: 0.4464 - mae: 0.7732 - val_loss: 0.5574 - val_mae: 0.9014 Epoch 57/64 1/1678 [..............................] - ETA: 24:19 - loss: 0.4208 - mae: 0.8129 2/1678 [..............................] - ETA: 22:35 - loss: 0.4417 - mae: 0.8262 3/1678 [..............................] - ETA: 20:22 - loss: 0.4289 - mae: 0.7783 4/1678 [..............................] - ETA: 22:08 - loss: 0.3729 - mae: 0.6852 5/1678 [..............................] - ETA: 23:21 - loss: 0.3490 - mae: 0.6598 6/1678 [..............................] - ETA: 24:08 - loss: 0.3950 - mae: 0.7267 7/1678 [..............................] - ETA: 24:41 - loss: 0.4194 - mae: 0.7541 8/1678 [..............................] - ETA: 23:46 - loss: 0.4266 - mae: 0.7575 9/1678 [..............................] - ETA: 22:54 - loss: 0.4582 - mae: 0.8011 10/1678 [..............................] - ETA: 22:12 - loss: 0.4679 - mae: 0.8138 11/1678 [..............................] - ETA: 21:37 - loss: 0.4479 - mae: 0.7871 12/1678 [..............................] - ETA: 21:09 - loss: 0.4383 - mae: 0.7731 13/1678 [..............................] - ETA: 21:27 - loss: 0.4362 - mae: 0.7661 14/1678 [..............................] - ETA: 21:15 - loss: 0.4238 - mae: 0.7469 15/1678 [..............................] - ETA: 20:53 - loss: 0.4203 - mae: 0.7396 16/1678 [..............................] - ETA: 21:22 - loss: 0.4137 - mae: 0.7281 17/1678 [..............................] - ETA: 21:03 - loss: 0.4137 - mae: 0.7268 18/1678 [..............................] - ETA: 20:45 - loss: 0.4090 - mae: 0.7226 19/1678 [..............................] - ETA: 20:29 - loss: 0.3991 - mae: 0.7076 20/1678 [..............................] - ETA: 20:14 - loss: 0.4209 - mae: 0.7360 21/1678 [..............................] - ETA: 20:37 - loss: 0.4192 - mae: 0.7367 22/1678 [..............................] - ETA: 20:23 - loss: 0.4167 - mae: 0.7300 23/1678 [..............................] - ETA: 20:11 - loss: 0.4145 - mae: 0.7271 24/1678 [..............................] - ETA: 19:59 - loss: 0.4033 - mae: 0.7098 25/1678 [..............................] - ETA: 19:49 - loss: 0.4006 - mae: 0.7066 26/1678 [..............................] - ETA: 19:39 - loss: 0.4079 - mae: 0.7174 27/1678 [..............................] - ETA: 19:30 - loss: 0.4148 - mae: 0.7277 28/1678 [..............................] - ETA: 19:24 - loss: 0.4206 - mae: 0.7349 29/1678 [..............................] - ETA: 19:16 - loss: 0.4222 - mae: 0.7354 30/1678 [..............................] - ETA: 19:08 - loss: 0.4184 - mae: 0.7307 31/1678 [..............................] - ETA: 19:01 - loss: 0.4149 - mae: 0.7252 32/1678 [..............................] - ETA: 18:54 - loss: 0.4219 - mae: 0.7358 33/1678 [..............................] - ETA: 18:48 - loss: 0.4224 - mae: 0.7384 34/1678 [..............................] - ETA: 18:42 - loss: 0.4331 - mae: 0.7521 35/1678 [..............................] - ETA: 18:36 - loss: 0.4319 - mae: 0.7508 36/1678 [..............................] - ETA: 18:31 - loss: 0.4347 - mae: 0.7556 37/1678 [..............................] - ETA: 18:26 - loss: 0.4329 - mae: 0.7540 38/1678 [..............................] - ETA: 18:21 - loss: 0.4297 - mae: 0.7486 39/1678 [..............................] - ETA: 18:16 - loss: 0.4245 - mae: 0.7404 40/1678 [..............................] - ETA: 18:28 - loss: 0.4311 - mae: 0.7500 41/1678 [..............................] - ETA: 18:25 - loss: 0.4367 - mae: 0.7576 42/1678 [..............................] - ETA: 18:21 - loss: 0.4365 - mae: 0.7563 43/1678 [..............................] - ETA: 18:16 - loss: 0.4401 - mae: 0.7617 44/1678 [..............................] - ETA: 18:12 - loss: 0.4514 - mae: 0.7727 45/1678 [..............................] - ETA: 18:08 - loss: 0.4492 - mae: 0.7701 46/1678 [..............................] - ETA: 18:04 - loss: 0.4502 - mae: 0.7705 47/1678 [..............................] - ETA: 18:01 - loss: 0.4440 - mae: 0.7612 48/1678 [..............................] - ETA: 17:57 - loss: 0.4483 - mae: 0.7675 49/1678 [..............................] - ETA: 18:01 - loss: 0.4498 - mae: 0.7703 50/1678 [..............................] - ETA: 18:10 - loss: 0.4473 - mae: 0.7664 51/1678 [..............................] - ETA: 18:16 - loss: 0.4430 - mae: 0.7605 52/1678 [..............................] - ETA: 18:26 - loss: 0.4403 - mae: 0.7563 53/1678 [..............................] - ETA: 18:22 - loss: 0.4375 - mae: 0.7519 54/1678 [..............................] - ETA: 18:18 - loss: 0.4353 - mae: 0.7507 55/1678 [..............................] - ETA: 18:15 - loss: 0.4406 - mae: 0.7579 56/1678 [>.............................] - ETA: 18:11 - loss: 0.4383 - mae: 0.7537 57/1678 [>.............................] - ETA: 18:08 - loss: 0.4386 - mae: 0.7547 58/1678 [>.............................] - ETA: 18:04 - loss: 0.4355 - mae: 0.7512 59/1678 [>.............................] - ETA: 18:01 - loss: 0.4356 - mae: 0.7523 60/1678 [>.............................] - ETA: 17:59 - loss: 0.4334 - mae: 0.7493 61/1678 [>.............................] - ETA: 18:07 - loss: 0.4321 - mae: 0.7472 62/1678 [>.............................] - ETA: 18:17 - loss: 0.4290 - mae: 0.7426 63/1678 [>.............................] - ETA: 18:14 - loss: 0.4281 - mae: 0.7412 64/1678 [>.............................] - ETA: 18:10 - loss: 0.4270 - mae: 0.7402 65/1678 [>.............................] - ETA: 18:07 - loss: 0.4265 - mae: 0.7403 66/1678 [>.............................] - ETA: 18:04 - loss: 0.4275 - mae: 0.7416 67/1678 [>.............................] - ETA: 18:02 - loss: 0.4312 - mae: 0.7466 68/1678 [>.............................] - ETA: 17:59 - loss: 0.4301 - mae: 0.7453 69/1678 [>.............................] - ETA: 17:56 - loss: 0.4279 - mae: 0.7422 70/1678 [>.............................] - ETA: 18:00 - loss: 0.4297 - mae: 0.7443 71/1678 [>.............................] - ETA: 18:07 - loss: 0.4274 - mae: 0.7415 72/1678 [>.............................] - ETA: 18:12 - loss: 0.4261 - mae: 0.7398 73/1678 [>.............................] - ETA: 18:14 - loss: 0.4261 - mae: 0.7402 74/1678 [>.............................] - ETA: 18:11 - loss: 0.4244 - mae: 0.7389 75/1678 [>.............................] - ETA: 18:08 - loss: 0.4302 - mae: 0.7464 76/1678 [>.............................] - ETA: 18:06 - loss: 0.4265 - mae: 0.7409 77/1678 [>.............................] - ETA: 18:03 - loss: 0.4290 - mae: 0.7446 78/1678 [>.............................] - ETA: 18:00 - loss: 0.4284 - mae: 0.7445 79/1678 [>.............................] - ETA: 17:58 - loss: 0.4289 - mae: 0.7458 80/1678 [>.............................] - ETA: 17:55 - loss: 0.4286 - mae: 0.7456 81/1678 [>.............................] - ETA: 17:52 - loss: 0.4283 - mae: 0.7460 82/1678 [>.............................] - ETA: 17:59 - loss: 0.4257 - mae: 0.7422 83/1678 [>.............................] - ETA: 17:56 - loss: 0.4246 - mae: 0.7401 84/1678 [>.............................] - ETA: 18:00 - loss: 0.4284 - mae: 0.7457 85/1678 [>.............................] - ETA: 18:05 - loss: 0.4312 - mae: 0.7494 86/1678 [>.............................] - ETA: 18:09 - loss: 0.4297 - mae: 0.7471 87/1678 [>.............................] - ETA: 18:11 - loss: 0.4310 - mae: 0.7492 88/1678 [>.............................] - ETA: 18:08 - loss: 0.4286 - mae: 0.7459 89/1678 [>.............................] - ETA: 18:06 - loss: 0.4304 - mae: 0.7474 90/1678 [>.............................] - ETA: 18:03 - loss: 0.4314 - mae: 0.7494 91/1678 [>.............................] - ETA: 18:01 - loss: 0.4322 - mae: 0.7511 92/1678 [>.............................] - ETA: 17:59 - loss: 0.4313 - mae: 0.7505 93/1678 [>.............................] - ETA: 17:56 - loss: 0.4304 - mae: 0.7488 94/1678 [>.............................] - ETA: 17:54 - loss: 0.4306 - mae: 0.7492 95/1678 [>.............................] - ETA: 17:59 - loss: 0.4314 - mae: 0.7501 96/1678 [>.............................] - ETA: 18:04 - loss: 0.4324 - mae: 0.7519 97/1678 [>.............................] - ETA: 18:10 - loss: 0.4333 - mae: 0.7532 98/1678 [>.............................] - ETA: 18:15 - loss: 0.4322 - mae: 0.7513 99/1678 [>.............................] - ETA: 18:12 - loss: 0.4307 - mae: 0.7495 100/1678 [>.............................] - ETA: 18:10 - loss: 0.4314 - mae: 0.7507 101/1678 [>.............................] - ETA: 18:07 - loss: 0.4291 - mae: 0.7473 102/1678 [>.............................] - ETA: 18:05 - loss: 0.4296 - mae: 0.7478 103/1678 [>.............................] - ETA: 18:02 - loss: 0.4276 - mae: 0.7445 104/1678 [>.............................] - ETA: 18:00 - loss: 0.4275 - mae: 0.7442 105/1678 [>.............................] - ETA: 17:59 - loss: 0.4278 - mae: 0.7447 106/1678 [>.............................] - ETA: 18:02 - loss: 0.4264 - mae: 0.7428 107/1678 [>.............................] - ETA: 18:06 - loss: 0.4281 - mae: 0.7453 108/1678 [>.............................] - ETA: 18:11 - loss: 0.4271 - mae: 0.7438 109/1678 [>.............................] - ETA: 18:15 - loss: 0.4261 - mae: 0.7425 110/1678 [>.............................] - ETA: 18:13 - loss: 0.4278 - mae: 0.7451 111/1678 [>.............................] - ETA: 18:11 - loss: 0.4278 - mae: 0.7453 112/1678 [=>............................] - ETA: 18:08 - loss: 0.4291 - mae: 0.7473 113/1678 [=>............................] - ETA: 18:06 - loss: 0.4292 - mae: 0.7474 114/1678 [=>............................] - ETA: 18:04 - loss: 0.4288 - mae: 0.7463 115/1678 [=>............................] - ETA: 18:03 - loss: 0.4286 - mae: 0.7459 116/1678 [=>............................] - ETA: 18:05 - loss: 0.4296 - mae: 0.7476 117/1678 [=>............................] - ETA: 18:03 - loss: 0.4272 - mae: 0.7435 118/1678 [=>............................] - ETA: 18:00 - loss: 0.4281 - mae: 0.7446 119/1678 [=>............................] - ETA: 17:58 - loss: 0.4279 - mae: 0.7446 120/1678 [=>............................] - ETA: 18:03 - loss: 0.4273 - mae: 0.7434 121/1678 [=>............................] - ETA: 18:05 - loss: 0.4287 - mae: 0.7455 122/1678 [=>............................] - ETA: 18:04 - 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mae: 0.7692 Epoch 00057: val_loss did not improve from 0.54508  1678/1678 [==============================] - 1191s 710ms/step - loss: 0.4437 - mae: 0.7692 - val_loss: 0.5772 - val_mae: 0.9166 Epoch 58/64 1/1678 [..............................] - ETA: 16:18 - loss: 0.4646 - mae: 0.8556 2/1678 [..............................] - ETA: 16:09 - loss: 0.2966 - mae: 0.5587 3/1678 [..............................] - ETA: 16:05 - loss: 0.3260 - mae: 0.6062 4/1678 [..............................] - ETA: 16:50 - loss: 0.3769 - mae: 0.6875 5/1678 [..............................] - ETA: 18:31 - loss: 0.3227 - mae: 0.5899 6/1678 [..............................] - ETA: 18:05 - loss: 0.3109 - mae: 0.5763 7/1678 [..............................] - ETA: 18:00 - loss: 0.3364 - mae: 0.5945 8/1678 [..............................] - ETA: 19:08 - loss: 0.3685 - mae: 0.6461 9/1678 [..............................] - ETA: 20:16 - loss: 0.3998 - mae: 0.6921 10/1678 [..............................] - ETA: 21:15 - loss: 0.4206 - 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mae: 0.7660 1652/1678 [============================>.] - ETA: 17s - loss: 0.4410 - mae: 0.7661 1653/1678 [============================>.] - ETA: 17s - loss: 0.4411 - mae: 0.7661 1654/1678 [============================>.] - ETA: 16s - loss: 0.4412 - mae: 0.7663 1655/1678 [============================>.] - ETA: 15s - loss: 0.4411 - mae: 0.7663 1656/1678 [============================>.] - ETA: 15s - loss: 0.4410 - mae: 0.7661 1657/1678 [============================>.] - ETA: 14s - loss: 0.4412 - mae: 0.7663 1658/1678 [============================>.] - ETA: 13s - loss: 0.4413 - mae: 0.7665 1659/1678 [============================>.] - ETA: 13s - loss: 0.4411 - mae: 0.7662 1660/1678 [============================>.] - ETA: 12s - loss: 0.4411 - mae: 0.7662 1661/1678 [============================>.] - ETA: 11s - loss: 0.4413 - mae: 0.7664 1662/1678 [============================>.] - ETA: 10s - loss: 0.4413 - mae: 0.7665 1663/1678 [============================>.] - ETA: 10s - loss: 0.4412 - mae: 0.7663 1664/1678 [============================>.] - ETA: 9s - loss: 0.4412 - mae: 0.7664  1665/1678 [============================>.] - ETA: 8s - loss: 0.4411 - mae: 0.7663 1666/1678 [============================>.] - ETA: 8s - loss: 0.4411 - mae: 0.7663 1667/1678 [============================>.] - ETA: 7s - loss: 0.4412 - mae: 0.7663 1668/1678 [============================>.] - ETA: 6s - loss: 0.4411 - mae: 0.7663 1669/1678 [============================>.] - ETA: 6s - loss: 0.4412 - mae: 0.7663 1670/1678 [============================>.] - ETA: 5s - loss: 0.4412 - mae: 0.7664 1671/1678 [============================>.] - ETA: 4s - loss: 0.4412 - mae: 0.7663 1672/1678 [============================>.] - ETA: 4s - loss: 0.4411 - mae: 0.7662 1673/1678 [============================>.] - ETA: 3s - loss: 0.4412 - mae: 0.7663 1674/1678 [============================>.] - ETA: 2s - loss: 0.4414 - mae: 0.7667 1675/1678 [============================>.] - ETA: 2s - loss: 0.4413 - mae: 0.7665 1676/1678 [============================>.] - ETA: 1s - loss: 0.4412 - mae: 0.7662 1677/1678 [============================>.] - ETA: 0s - loss: 0.4411 - mae: 0.7662 Epoch 00058: val_loss did not improve from 0.54508  1678/1678 [==============================] - 1164s 693ms/step - loss: 0.4412 - mae: 0.7663 - val_loss: 0.5528 - val_mae: 0.9004 Epoch 59/64 1/1678 [..............................] - ETA: 16:07 - loss: 0.3210 - mae: 0.5827 2/1678 [..............................] - ETA: 16:04 - loss: 0.2104 - mae: 0.4026 3/1678 [..............................] - ETA: 20:54 - loss: 0.2227 - mae: 0.4355 4/1678 [..............................] - ETA: 23:03 - loss: 0.2387 - mae: 0.4588 5/1678 [..............................] - ETA: 24:09 - loss: 0.2661 - mae: 0.4998 6/1678 [..............................] - ETA: 22:46 - loss: 0.2855 - mae: 0.5335 7/1678 [..............................] - ETA: 23:42 - loss: 0.2760 - mae: 0.5111 8/1678 [..............................] - ETA: 22:46 - loss: 0.3202 - mae: 0.5790 9/1678 [..............................] - ETA: 22:02 - loss: 0.3562 - 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ETA: 18:55 - loss: 0.4179 - mae: 0.7225 23/1678 [..............................] - ETA: 18:46 - loss: 0.4152 - mae: 0.7197 24/1678 [..............................] - ETA: 19:12 - loss: 0.4166 - mae: 0.7251 25/1678 [..............................] - ETA: 19:04 - loss: 0.4154 - mae: 0.7247 26/1678 [..............................] - ETA: 19:04 - loss: 0.4173 - mae: 0.7275 27/1678 [..............................] - ETA: 19:17 - loss: 0.4252 - mae: 0.7395 28/1678 [..............................] - ETA: 19:33 - loss: 0.4247 - mae: 0.7383 29/1678 [..............................] - ETA: 19:25 - loss: 0.4218 - mae: 0.7321 30/1678 [..............................] - ETA: 19:17 - loss: 0.4237 - mae: 0.7357 31/1678 [..............................] - ETA: 19:09 - loss: 0.4261 - mae: 0.7406 32/1678 [..............................] - ETA: 19:02 - loss: 0.4231 - mae: 0.7350 33/1678 [..............................] - ETA: 19:13 - loss: 0.4287 - mae: 0.7414 34/1678 [..............................] - ETA: 19:12 - 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mae: 0.7278 47/1678 [..............................] - ETA: 20:11 - loss: 0.4184 - mae: 0.7295 48/1678 [..............................] - ETA: 20:04 - loss: 0.4170 - mae: 0.7274 49/1678 [..............................] - ETA: 19:58 - loss: 0.4127 - mae: 0.7221 50/1678 [..............................] - ETA: 19:52 - loss: 0.4108 - mae: 0.7191 51/1678 [..............................] - ETA: 19:47 - loss: 0.4101 - mae: 0.7194 52/1678 [..............................] - ETA: 19:56 - loss: 0.4120 - mae: 0.7215 53/1678 [..............................] - ETA: 19:50 - loss: 0.4101 - mae: 0.7179 54/1678 [..............................] - ETA: 19:44 - loss: 0.4094 - mae: 0.7178 55/1678 [..............................] - ETA: 19:40 - loss: 0.4142 - mae: 0.7226 56/1678 [>.............................] - ETA: 19:34 - loss: 0.4129 - mae: 0.7213 57/1678 [>.............................] - ETA: 19:40 - loss: 0.4111 - mae: 0.7191 58/1678 [>.............................] - ETA: 19:46 - loss: 0.4170 - mae: 0.7271 59/1678 [>.............................] - ETA: 19:44 - loss: 0.4173 - mae: 0.7279 60/1678 [>.............................] - ETA: 19:51 - loss: 0.4133 - mae: 0.7212 61/1678 [>.............................] - ETA: 19:46 - loss: 0.4153 - mae: 0.7252 62/1678 [>.............................] - ETA: 19:52 - loss: 0.4131 - mae: 0.7222 63/1678 [>.............................] - ETA: 19:48 - loss: 0.4089 - mae: 0.7157 64/1678 [>.............................] - ETA: 19:43 - loss: 0.4074 - mae: 0.7124 65/1678 [>.............................] - ETA: 19:38 - loss: 0.4083 - mae: 0.7142 66/1678 [>.............................] - ETA: 19:34 - loss: 0.4112 - mae: 0.7186 67/1678 [>.............................] - ETA: 19:29 - loss: 0.4082 - mae: 0.7145 68/1678 [>.............................] - ETA: 19:25 - loss: 0.4109 - mae: 0.7171 69/1678 [>.............................] - ETA: 20:45 - loss: 0.4080 - mae: 0.7125 70/1678 [>.............................] - ETA: 20:40 - loss: 0.4050 - mae: 0.7079 71/1678 [>.............................] - ETA: 20:34 - loss: 0.4037 - mae: 0.7056 72/1678 [>.............................] - ETA: 20:29 - loss: 0.4064 - mae: 0.7098 73/1678 [>.............................] - ETA: 20:24 - loss: 0.4043 - mae: 0.7069 74/1678 [>.............................] - ETA: 20:20 - loss: 0.4045 - mae: 0.7078 75/1678 [>.............................] - ETA: 20:15 - loss: 0.4062 - mae: 0.7108 76/1678 [>.............................] - ETA: 20:10 - loss: 0.4071 - mae: 0.7127 77/1678 [>.............................] - ETA: 20:06 - loss: 0.4093 - mae: 0.7154 78/1678 [>.............................] - ETA: 20:01 - loss: 0.4086 - mae: 0.7145 79/1678 [>.............................] - ETA: 19:57 - loss: 0.4085 - mae: 0.7137 80/1678 [>.............................] - ETA: 20:03 - loss: 0.4079 - mae: 0.7125 81/1678 [>.............................] - ETA: 19:58 - loss: 0.4102 - mae: 0.7160 82/1678 [>.............................] - ETA: 19:54 - loss: 0.4094 - mae: 0.7152 83/1678 [>.............................] - ETA: 19:50 - loss: 0.4090 - 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ETA: 19:11 - loss: 0.3941 - mae: 0.6944 97/1678 [>.............................] - ETA: 19:08 - loss: 0.3954 - mae: 0.6966 98/1678 [>.............................] - ETA: 19:05 - loss: 0.3930 - mae: 0.6931 99/1678 [>.............................] - ETA: 19:02 - loss: 0.3941 - mae: 0.6950 100/1678 [>.............................] - ETA: 18:59 - loss: 0.3933 - mae: 0.6937 101/1678 [>.............................] - ETA: 18:56 - loss: 0.3973 - mae: 0.6990 102/1678 [>.............................] - ETA: 18:53 - loss: 0.3959 - mae: 0.6974 103/1678 [>.............................] - ETA: 18:50 - loss: 0.3972 - mae: 0.6996 104/1678 [>.............................] - ETA: 18:53 - loss: 0.3970 - mae: 0.7000 105/1678 [>.............................] - ETA: 18:57 - loss: 0.3981 - mae: 0.7018 106/1678 [>.............................] - ETA: 18:54 - loss: 0.3982 - mae: 0.7018 107/1678 [>.............................] - ETA: 18:52 - loss: 0.3975 - mae: 0.7004 108/1678 [>.............................] - 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loss: 0.4406 - mae: 0.7654 1664/1678 [============================>.] - ETA: 9s - loss: 0.4407 - mae: 0.7656  1665/1678 [============================>.] - ETA: 8s - loss: 0.4408 - mae: 0.7657 1666/1678 [============================>.] - ETA: 8s - loss: 0.4408 - mae: 0.7657 1667/1678 [============================>.] - ETA: 7s - loss: 0.4407 - mae: 0.7656 1668/1678 [============================>.] - ETA: 6s - loss: 0.4406 - mae: 0.7654 1669/1678 [============================>.] - ETA: 6s - loss: 0.4407 - mae: 0.7655 1670/1678 [============================>.] - ETA: 5s - loss: 0.4408 - mae: 0.7656 1671/1678 [============================>.] - ETA: 4s - loss: 0.4407 - mae: 0.7656 1672/1678 [============================>.] - ETA: 4s - loss: 0.4407 - mae: 0.7655 1673/1678 [============================>.] - ETA: 3s - loss: 0.4407 - mae: 0.7656 1674/1678 [============================>.] - ETA: 2s - loss: 0.4408 - mae: 0.7657 1675/1678 [============================>.] - ETA: 2s - loss: 0.4409 - 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loss: 0.4346 - mae: 0.7579 1663/1678 [============================>.] - ETA: 10s - loss: 0.4347 - mae: 0.7581 1664/1678 [============================>.] - ETA: 9s - loss: 0.4346 - mae: 0.7579  1665/1678 [============================>.] - ETA: 8s - loss: 0.4345 - mae: 0.7578 1666/1678 [============================>.] - ETA: 8s - loss: 0.4345 - mae: 0.7577 1667/1678 [============================>.] - ETA: 7s - loss: 0.4345 - mae: 0.7577 1668/1678 [============================>.] - ETA: 6s - loss: 0.4345 - mae: 0.7578 1669/1678 [============================>.] - ETA: 6s - loss: 0.4346 - mae: 0.7579 1670/1678 [============================>.] - ETA: 5s - loss: 0.4346 - mae: 0.7579 1671/1678 [============================>.] - ETA: 4s - loss: 0.4345 - mae: 0.7578 1672/1678 [============================>.] - ETA: 4s - loss: 0.4345 - mae: 0.7577 1673/1678 [============================>.] - ETA: 3s - loss: 0.4344 - mae: 0.7576 1674/1678 [============================>.] - ETA: 2s - loss: 0.4342 - 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mae: 0.7599 1660/1678 [============================>.] - ETA: 12s - loss: 0.4366 - mae: 0.7597 1661/1678 [============================>.] - ETA: 11s - loss: 0.4366 - mae: 0.7598 1662/1678 [============================>.] - ETA: 11s - loss: 0.4366 - mae: 0.7597 1663/1678 [============================>.] - ETA: 10s - loss: 0.4366 - mae: 0.7598 1664/1678 [============================>.] - ETA: 9s - loss: 0.4365 - mae: 0.7597  1665/1678 [============================>.] - ETA: 8s - loss: 0.4366 - mae: 0.7598 1666/1678 [============================>.] - ETA: 8s - loss: 0.4366 - mae: 0.7599 1667/1678 [============================>.] - ETA: 7s - loss: 0.4366 - mae: 0.7598 1668/1678 [============================>.] - ETA: 6s - loss: 0.4364 - mae: 0.7595 1669/1678 [============================>.] - ETA: 6s - loss: 0.4363 - mae: 0.7594 1670/1678 [============================>.] - ETA: 5s - loss: 0.4362 - mae: 0.7592 1671/1678 [============================>.] - ETA: 4s - loss: 0.4362 - mae: 0.7593 1672/1678 [============================>.] - ETA: 4s - loss: 0.4363 - mae: 0.7594 1673/1678 [============================>.] - ETA: 3s - loss: 0.4364 - mae: 0.7596 1674/1678 [============================>.] - ETA: 2s - loss: 0.4365 - mae: 0.7596 1675/1678 [============================>.] - ETA: 2s - loss: 0.4365 - mae: 0.7597 1676/1678 [============================>.] - ETA: 1s - loss: 0.4364 - mae: 0.7596 1677/1678 [============================>.] - ETA: 0s - loss: 0.4366 - mae: 0.7598 Epoch 00061: val_loss did not improve from 0.54231  1678/1678 [==============================] - 1167s 696ms/step - loss: 0.4366 - mae: 0.7599 - val_loss: 0.5744 - val_mae: 0.9162 Epoch 62/64 1/1678 [..............................] - ETA: 16:11 - loss: 0.3678 - mae: 0.6954 2/1678 [..............................] - ETA: 16:05 - loss: 0.4189 - mae: 0.7572 3/1678 [..............................] - ETA: 16:03 - loss: 0.3616 - mae: 0.6617 4/1678 [..............................] - ETA: 16:01 - loss: 0.3594 - mae: 0.6531 5/1678 [..............................] - 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mae: 0.7574 1658/1678 [============================>.] - ETA: 13s - loss: 0.4342 - mae: 0.7573 1659/1678 [============================>.] - ETA: 13s - loss: 0.4341 - mae: 0.7572 1660/1678 [============================>.] - ETA: 12s - loss: 0.4343 - mae: 0.7575 1661/1678 [============================>.] - ETA: 11s - loss: 0.4341 - mae: 0.7572 1662/1678 [============================>.] - ETA: 11s - loss: 0.4340 - mae: 0.7571 1663/1678 [============================>.] - ETA: 10s - loss: 0.4339 - mae: 0.7569 1664/1678 [============================>.] - ETA: 9s - loss: 0.4341 - mae: 0.7572  1665/1678 [============================>.] - ETA: 9s - loss: 0.4342 - mae: 0.7573 1666/1678 [============================>.] - ETA: 8s - loss: 0.4342 - mae: 0.7572 1667/1678 [============================>.] - ETA: 7s - loss: 0.4342 - mae: 0.7573 1668/1678 [============================>.] - ETA: 6s - loss: 0.4341 - mae: 0.7572 1669/1678 [============================>.] - ETA: 6s - loss: 0.4340 - mae: 0.7571 1670/1678 [============================>.] - ETA: 5s - loss: 0.4339 - mae: 0.7569 1671/1678 [============================>.] - ETA: 4s - loss: 0.4339 - mae: 0.7568 1672/1678 [============================>.] - ETA: 4s - loss: 0.4338 - mae: 0.7567 1673/1678 [============================>.] - ETA: 3s - loss: 0.4337 - mae: 0.7566 1674/1678 [============================>.] - ETA: 2s - loss: 0.4338 - mae: 0.7566 1675/1678 [============================>.] - ETA: 2s - loss: 0.4338 - mae: 0.7568 1676/1678 [============================>.] - ETA: 1s - loss: 0.4339 - mae: 0.7569 1677/1678 [============================>.] - ETA: 0s - loss: 0.4341 - mae: 0.7571 Epoch 00062: val_loss did not improve from 0.54231  1678/1678 [==============================] - 1176s 701ms/step - loss: 0.4341 - mae: 0.7572 - val_loss: 0.5556 - val_mae: 0.8931 Epoch 63/64 1/1678 [..............................] - ETA: 16:11 - loss: 0.3435 - mae: 0.6893 2/1678 [..............................] - ETA: 16:08 - loss: 0.4009 - mae: 0.7672 3/1678 [..............................] - 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ETA: 6s - loss: 0.4314 - mae: 0.7540 1669/1678 [============================>.] - ETA: 6s - loss: 0.4313 - mae: 0.7540 1670/1678 [============================>.] - ETA: 5s - loss: 0.4312 - mae: 0.7538 1671/1678 [============================>.] - ETA: 4s - loss: 0.4312 - mae: 0.7538 1672/1678 [============================>.] - ETA: 4s - loss: 0.4313 - mae: 0.7539 1673/1678 [============================>.] - ETA: 3s - loss: 0.4319 - mae: 0.7545 1674/1678 [============================>.] - ETA: 2s - loss: 0.4318 - mae: 0.7544 1675/1678 [============================>.] - ETA: 2s - loss: 0.4317 - mae: 0.7543 1676/1678 [============================>.] - ETA: 1s - loss: 0.4316 - mae: 0.7541 1677/1678 [============================>.] - ETA: 0s - loss: 0.4316 - mae: 0.7541 Epoch 00063: val_loss did not improve from 0.54231  1678/1678 [==============================] - 1185s 706ms/step - loss: 0.4315 - mae: 0.7539 - val_loss: 0.5628 - val_mae: 0.9062 Epoch 64/64 1/1678 [..............................] - 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loss: 0.4322 - mae: 0.7547 1667/1678 [============================>.] - ETA: 7s - loss: 0.4322 - mae: 0.7547 1668/1678 [============================>.] - ETA: 6s - loss: 0.4322 - mae: 0.7547 1669/1678 [============================>.] - ETA: 6s - loss: 0.4322 - mae: 0.7547 1670/1678 [============================>.] - ETA: 5s - loss: 0.4321 - mae: 0.7546 1671/1678 [============================>.] - ETA: 4s - loss: 0.4323 - mae: 0.7549 1672/1678 [============================>.] - ETA: 4s - loss: 0.4322 - mae: 0.7547 1673/1678 [============================>.] - ETA: 3s - loss: 0.4321 - mae: 0.7546 1674/1678 [============================>.] - ETA: 2s - loss: 0.4321 - mae: 0.7546 1675/1678 [============================>.] - ETA: 2s - loss: 0.4321 - mae: 0.7545 1676/1678 [============================>.] - ETA: 1s - loss: 0.4320 - mae: 0.7544 1677/1678 [============================>.] - ETA: 0s - loss: 0.4319 - mae: 0.7543 Epoch 00064: val_loss did not improve from 0.54231  1678/1678 [==============================] - 1180s 703ms/step - loss: 0.4319 - mae: 0.7543 - val_loss: 0.5787 - val_mae: 0.9208 Evaluate validation set.. Model params: L 512 num_blocks 128 width 64 expected_n_channels 57 1/100 [..............................] - ETA: 31:09 2/100 [..............................] - ETA: 16:12 3/100 [..............................] - ETA: 11:13 4/100 [>.............................] - ETA: 8:42  5/100 [>.............................] - ETA: 7:15 6/100 [>.............................] - ETA: 6:14 7/100 [=>............................] - ETA: 5:32 8/100 [=>............................] - ETA: 5:01 9/100 [=>............................] - ETA: 4:35 10/100 [==>...........................] - ETA: 4:17 11/100 [==>...........................] - ETA: 3:59 12/100 [==>...........................] - ETA: 3:45 13/100 [==>...........................] - ETA: 3:32 14/100 [===>..........................] - ETA: 3:21 15/100 [===>..........................] - ETA: 3:14 16/100 [===>..........................] - ETA: 3:07 17/100 [====>.........................] - ETA: 3:02 18/100 [====>.........................] - ETA: 2:57 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[=====================>........] - ETA: 34s 77/100 [======================>.......] - ETA: 32s 78/100 [======================>.......] - ETA: 31s 79/100 [======================>.......] - ETA: 29s 80/100 [=======================>......] - ETA: 28s 81/100 [=======================>......] - ETA: 26s 82/100 [=======================>......] - ETA: 25s 83/100 [=======================>......] - ETA: 23s 84/100 [========================>.....] - ETA: 22s 85/100 [========================>.....] - ETA: 20s 86/100 [========================>.....] - ETA: 19s 87/100 [=========================>....] - ETA: 18s 88/100 [=========================>....] - ETA: 16s 89/100 [=========================>....] - ETA: 15s 90/100 [==========================>...] - ETA: 13s 91/100 [==========================>...] - ETA: 12s 92/100 [==========================>...] - ETA: 11s 93/100 [==========================>...] - ETA: 9s  94/100 [===========================>..] - ETA: 8s 95/100 [===========================>..] - ETA: 6s 96/100 [===========================>..] - ETA: 5s 97/100 [============================>.] - ETA: 4s 98/100 [============================>.] - ETA: 2s 99/100 [============================>.] - ETA: 1s 100/100 [==============================] - 138s 1s/step MAE for 0 3aa0A lr_d8 = 8.61 mlr_d8 = 7.19 lr_d12 = 6.98 mlr_d12 = 6.34 MAE for 1 5cs0A lr_d8 = 5.60 mlr_d8 = 5.35 lr_d12 = 4.51 mlr_d12 = 4.33 MAE for 2 2z51A lr_d8 = 4.21 mlr_d8 = 3.64 lr_d12 = 3.22 mlr_d12 = 3.01 MAE for 3 3q64A lr_d8 = 2.28 mlr_d8 = 1.78 lr_d12 = 1.78 mlr_d12 = 1.60 MAE for 4 4p3aA lr_d8 = 3.67 mlr_d8 = 3.51 lr_d12 = 3.01 mlr_d12 = 2.93 MAE for 5 1nkzA lr_d8 = nan mlr_d8 = nan lr_d12 = nan mlr_d12 = 7.06 MAE for 6 4d5tA lr_d8 = 8.98 mlr_d8 = 8.93 lr_d12 = 6.50 mlr_d12 = 6.35 MAE for 7 1jogA lr_d8 = 2.05 mlr_d8 = 1.94 lr_d12 = 1.88 mlr_d12 = 1.81 MAE for 8 4u89A lr_d8 = 8.42 mlr_d8 = 6.58 lr_d12 = 6.97 mlr_d12 = 5.97 MAE for 9 3wisA lr_d8 = 3.05 mlr_d8 = 3.04 lr_d12 = 3.52 mlr_d12 = 3.32 MAE for 10 1mkfA lr_d8 = 9.34 mlr_d8 = 8.94 lr_d12 = 6.57 mlr_d12 = 6.37 MAE for 11 1kaeA lr_d8 = 9.82 mlr_d8 = 8.72 lr_d12 = 9.18 mlr_d12 = 8.12 MAE for 12 4o8bA lr_d8 = 1.51 mlr_d8 = 2.91 lr_d12 = 2.22 mlr_d12 = 2.83 MAE for 13 2gfqA lr_d8 = 6.58 mlr_d8 = 6.17 lr_d12 = 5.84 mlr_d12 = 5.38 MAE for 14 4cmlA lr_d8 = 5.27 mlr_d8 = 4.72 lr_d12 = 5.40 mlr_d12 = 4.99 MAE for 15 1vrmA lr_d8 = 2.84 mlr_d8 = 2.74 lr_d12 = 3.22 mlr_d12 = 2.97 MAE for 16 4kwyA lr_d8 = 2.75 mlr_d8 = 2.59 lr_d12 = 2.86 mlr_d12 = 2.74 MAE for 17 2yfaA lr_d8 = 2.95 mlr_d8 = 2.60 lr_d12 = 2.60 mlr_d12 = 2.37 MAE for 18 1tnfA lr_d8 = 2.74 mlr_d8 = 2.74 lr_d12 = 2.76 mlr_d12 = 2.67 MAE for 19 3pivA lr_d8 = 4.84 mlr_d8 = 4.66 lr_d12 = 3.44 mlr_d12 = 3.28 MAE for 20 1nw1A lr_d8 = 6.26 mlr_d8 = 5.41 lr_d12 = 5.41 mlr_d12 = 4.90 MAE for 21 4ng0A lr_d8 = 6.91 mlr_d8 = 6.54 lr_d12 = 5.61 mlr_d12 = 5.34 MAE for 22 4qt9A lr_d8 = 7.31 mlr_d8 = 7.13 lr_d12 = 6.10 mlr_d12 = 5.90 MAE for 23 3no4A lr_d8 = 5.29 mlr_d8 = 5.39 lr_d12 = 4.64 mlr_d12 = 4.66 MAE for 24 3qd7X lr_d8 = 7.70 mlr_d8 = 6.54 lr_d12 = 6.45 mlr_d12 = 5.70 MAE for 25 3o4pA lr_d8 = 7.22 mlr_d8 = 5.06 lr_d12 = 5.55 mlr_d12 = 4.49 MAE for 26 3agnA lr_d8 = 5.86 mlr_d8 = 4.69 lr_d12 = 4.31 mlr_d12 = 3.82 MAE for 27 2yilA lr_d8 = 4.21 mlr_d8 = 3.65 lr_d12 = 3.77 mlr_d12 = 3.12 MAE for 28 4jivD lr_d8 = 7.30 mlr_d8 = 5.31 lr_d12 = 5.09 mlr_d12 = 4.20 MAE for 29 4fz4A lr_d8 = 10.22 mlr_d8 = 9.33 lr_d12 = 8.36 mlr_d12 = 7.46 MAE for 30 2g3vA lr_d8 = 10.44 mlr_d8 = 10.64 lr_d12 = 7.92 mlr_d12 = 7.91 MAE for 31 2o0qA lr_d8 = 2.84 mlr_d8 = 2.91 lr_d12 = 2.54 mlr_d12 = 2.64 MAE for 32 4levA lr_d8 = 14.23 mlr_d8 = 11.84 lr_d12 = 12.46 mlr_d12 = 10.96 MAE for 33 1t6t1 lr_d8 = 5.48 mlr_d8 = 4.43 lr_d12 = 5.21 mlr_d12 = 4.33 MAE for 34 2fzpA lr_d8 = 11.50 mlr_d8 = 10.43 lr_d12 = 8.55 mlr_d12 = 7.93 MAE for 35 1rj8A lr_d8 = 5.78 mlr_d8 = 5.36 lr_d12 = 5.23 mlr_d12 = 4.86 MAE for 36 2z7fI lr_d8 = 5.50 mlr_d8 = 4.82 lr_d12 = 3.93 mlr_d12 = 3.31 MAE for 37 1dx5I lr_d8 = 9.75 mlr_d8 = 6.25 lr_d12 = 8.00 mlr_d12 = 4.94 MAE for 38 2gsoA lr_d8 = 6.41 mlr_d8 = 6.65 lr_d12 = 5.94 mlr_d12 = 5.99 MAE for 39 4tshB lr_d8 = 13.87 mlr_d8 = 12.69 lr_d12 = 12.54 mlr_d12 = 11.49 MAE for 40 3vtoA lr_d8 = nan mlr_d8 = 1.10 lr_d12 = 1.58 mlr_d12 = 1.40 MAE for 41 2p3yA lr_d8 = 10.30 mlr_d8 = 9.96 lr_d12 = 10.34 mlr_d12 = 9.94 MAE for 42 3pcvA lr_d8 = 1.57 mlr_d8 = 1.51 lr_d12 = 1.44 mlr_d12 = 1.37 MAE for 43 3kfoA lr_d8 = 14.71 mlr_d8 = 13.36 lr_d12 = 12.51 mlr_d12 = 11.17 MAE for 44 3v6iB lr_d8 = nan mlr_d8 = nan lr_d12 = nan mlr_d12 = nan MAE for 45 4htiA lr_d8 = 4.46 mlr_d8 = 3.96 lr_d12 = 3.18 mlr_d12 = 2.86 MAE for 46 2q0tA lr_d8 = 5.18 mlr_d8 = 4.71 lr_d12 = 4.23 mlr_d12 = 3.78 MAE for 47 4l3uA lr_d8 = 3.26 mlr_d8 = 3.24 lr_d12 = 2.48 mlr_d12 = 2.43 MAE for 48 4pt1A lr_d8 = 5.76 mlr_d8 = 4.69 lr_d12 = 4.40 mlr_d12 = 3.76 MAE for 49 3c1qA lr_d8 = 2.10 mlr_d8 = 1.75 lr_d12 = 1.76 mlr_d12 = 1.52 MAE for 50 1ux5A lr_d8 = 7.53 mlr_d8 = 7.53 lr_d12 = 6.01 mlr_d12 = 5.89 MAE for 51 1h9mA lr_d8 = 3.33 mlr_d8 = 2.67 lr_d12 = 4.12 mlr_d12 = 3.44 MAE for 52 3oufA lr_d8 = 7.47 mlr_d8 = 5.62 lr_d12 = 5.91 mlr_d12 = 4.52 MAE for 53 4rt5A lr_d8 = 1.25 mlr_d8 = 1.66 lr_d12 = 1.51 mlr_d12 = 1.67 MAE for 54 3njcA lr_d8 = 6.91 mlr_d8 = 5.75 lr_d12 = 6.38 mlr_d12 = 5.52 MAE for 55 2q73A lr_d8 = 2.66 mlr_d8 = 3.04 lr_d12 = 2.17 mlr_d12 = 2.55 MAE for 56 1yz1A lr_d8 = 4.10 mlr_d8 = 3.95 lr_d12 = 3.54 mlr_d12 = 3.50 MAE for 57 5c50B lr_d8 = 5.72 mlr_d8 = 5.30 lr_d12 = 5.51 mlr_d12 = 5.41 MAE for 58 3hnxA lr_d8 = 8.34 mlr_d8 = 5.05 lr_d12 = 6.11 mlr_d12 = 4.51 MAE for 59 1knyA lr_d8 = 5.38 mlr_d8 = 4.59 lr_d12 = 4.49 mlr_d12 = 3.99 MAE for 60 1tr8A lr_d8 = 2.54 mlr_d8 = 1.93 lr_d12 = 2.30 mlr_d12 = 1.80 MAE for 61 4qicB lr_d8 = nan mlr_d8 = 13.60 lr_d12 = nan mlr_d12 = 10.70 MAE for 62 3f1iS lr_d8 = 2.01 mlr_d8 = 1.42 lr_d12 = 1.61 mlr_d12 = 1.27 MAE for 63 2fyuI lr_d8 = 29.26 mlr_d8 = 22.41 lr_d12 = 25.44 mlr_d12 = 20.42 MAE for 64 4ic9A lr_d8 = 9.19 mlr_d8 = 7.93 lr_d12 = 7.57 mlr_d12 = 6.51 MAE for 65 3iruA lr_d8 = 5.12 mlr_d8 = 4.70 lr_d12 = 4.60 mlr_d12 = 4.19 MAE for 66 2xu8A lr_d8 = 9.45 mlr_d8 = 6.93 lr_d12 = 6.88 mlr_d12 = 6.02 MAE for 67 3g7lA lr_d8 = 1.29 mlr_d8 = 0.80 lr_d12 = 1.38 mlr_d12 = 1.22 MAE for 68 3hshA lr_d8 = 6.31 mlr_d8 = 2.63 lr_d12 = 3.88 mlr_d12 = 2.47 MAE for 69 1vq0A lr_d8 = 9.17 mlr_d8 = 7.27 lr_d12 = 7.94 mlr_d12 = 6.73 MAE for 70 4z04A lr_d8 = 1.97 mlr_d8 = 1.97 lr_d12 = 1.82 mlr_d12 = 1.77 MAE for 71 2huhA lr_d8 = 4.17 mlr_d8 = 3.53 lr_d12 = 3.84 mlr_d12 = 3.56 MAE for 72 4dh2B lr_d8 = 5.37 mlr_d8 = 4.63 lr_d12 = 3.72 mlr_d12 = 3.28 MAE for 73 2p9xA lr_d8 = 10.51 mlr_d8 = 8.89 lr_d12 = 7.46 mlr_d12 = 6.30 MAE for 74 1m9zA lr_d8 = 6.41 mlr_d8 = 5.56 lr_d12 = 4.99 mlr_d12 = 4.56 MAE for 75 2czrA lr_d8 = 8.96 mlr_d8 = 7.11 lr_d12 = 6.32 mlr_d12 = 5.43 MAE for 76 2bh1X lr_d8 = 1.60 mlr_d8 = 1.75 lr_d12 = 1.69 mlr_d12 = 1.65 MAE for 77 3ghfA lr_d8 = 4.20 mlr_d8 = 3.72 lr_d12 = 3.81 mlr_d12 = 3.38 MAE for 78 4ui1C lr_d8 = 3.81 mlr_d8 = 3.40 lr_d12 = 2.66 mlr_d12 = 2.44 MAE for 79 2otaA lr_d8 = nan mlr_d8 = 1.25 lr_d12 = 1.19 mlr_d12 = 1.54 MAE for 80 1vk1A lr_d8 = 11.06 mlr_d8 = 10.20 lr_d12 = 9.36 mlr_d12 = 8.40 MAE for 81 1su1A lr_d8 = 4.16 mlr_d8 = 4.26 lr_d12 = 4.02 mlr_d12 = 3.89 MAE for 82 3sfvB lr_d8 = 16.84 mlr_d8 = 13.57 lr_d12 = 14.94 mlr_d12 = 12.35 MAE for 83 2f5tX lr_d8 = 13.89 mlr_d8 = 11.44 lr_d12 = 11.81 mlr_d12 = 10.20 MAE for 84 1xyiA lr_d8 = 6.98 mlr_d8 = 4.85 lr_d12 = 4.49 mlr_d12 = 3.56 MAE for 85 2okuA lr_d8 = 4.49 mlr_d8 = 4.06 lr_d12 = 3.61 mlr_d12 = 3.36 MAE for 86 2h5nA lr_d8 = 2.77 mlr_d8 = 2.64 lr_d12 = 2.39 mlr_d12 = 2.27 MAE for 87 1kptA lr_d8 = 3.81 mlr_d8 = 3.48 lr_d12 = 3.07 mlr_d12 = 2.91 MAE for 88 2qc5A lr_d8 = 3.86 mlr_d8 = 2.79 lr_d12 = 3.17 mlr_d12 = 2.44 MAE for 89 2hueC lr_d8 = 1.62 mlr_d8 = 1.08 lr_d12 = 1.62 mlr_d12 = 1.11 MAE for 90 2i5vO lr_d8 = 13.48 mlr_d8 = 7.32 lr_d12 = 8.21 mlr_d12 = 6.39 MAE for 91 2gs5A lr_d8 = 7.85 mlr_d8 = 7.00 lr_d12 = 7.17 mlr_d12 = 6.80 MAE for 92 4lmoA lr_d8 = 8.21 mlr_d8 = 7.72 lr_d12 = 7.19 mlr_d12 = 6.85 MAE for 93 4njcA lr_d8 = 3.26 mlr_d8 = 2.87 lr_d12 = 3.21 mlr_d12 = 2.71 MAE for 94 3ronA lr_d8 = 10.59 mlr_d8 = 9.10 lr_d12 = 8.97 mlr_d12 = 8.00 MAE for 95 3g1pA lr_d8 = 3.52 mlr_d8 = 3.02 lr_d12 = 3.02 mlr_d12 = 2.71 MAE for 96 4m8aA lr_d8 = 8.11 mlr_d8 = 6.43 lr_d12 = 6.03 mlr_d12 = 4.82 MAE for 97 3ajfA lr_d8 = 8.61 mlr_d8 = 8.28 lr_d12 = 5.61 mlr_d12 = 5.48 MAE for 98 1j8uA lr_d8 = 9.14 mlr_d8 = 7.97 lr_d12 = 7.35 mlr_d12 = 6.65 MAE for 99 4u65A lr_d8 = 4.96 mlr_d8 = 4.05 lr_d12 = 4.38 mlr_d12 = 3.85 Average MAE : lr<8A = 6.5069 mlr<8A = 5.5798 lr<12A = 5.3245 mlr<12A = 4.8247 Precision for 0 - 3aa0A top_L5_lr = 0.6111 top_L_lr = 0.3370 top_Nc_lr = 0.3532 top_L5_mlr = 0.6111 top_L_mlr = 0.5259 top_Nc_mlr = 0.4336 (total_true_lr = 252 total_true_mlr = 399) Precision for 1 - 5cs0A top_L5_lr = 0.3721 top_L_lr = 0.2651 top_Nc_lr = 0.2953 top_L5_mlr = 0.5116 top_L_mlr = 0.2930 top_Nc_mlr = 0.3000 (total_true_lr = 149 total_true_mlr = 190) Precision for 2 - 2z51A top_L5_lr = 0.5806 top_L_lr = 0.4221 top_Nc_lr = 0.4375 top_L5_mlr = 0.7097 top_L_mlr = 0.5909 top_Nc_mlr = 0.5000 (total_true_lr = 144 total_true_mlr = 222) Precision for 3 - 3q64A top_L5_lr = 0.9677 top_L_lr = 0.7032 top_Nc_lr = 0.6855 top_L5_mlr = 0.9677 top_L_mlr = 0.9032 top_Nc_mlr = 0.7355 (total_true_lr = 159 total_true_mlr = 276) Precision for 4 - 4p3aA top_L5_lr = 1.0000 top_L_lr = 0.5286 top_Nc_lr = 0.5738 top_L5_mlr = 0.9286 top_L_mlr = 0.5286 top_Nc_mlr = 0.5250 (total_true_lr = 61 total_true_mlr = 80) Precision for 5 - 1nkzA top_L5_lr = nan top_L_lr = nan top_Nc_lr = nan top_L5_mlr = nan top_L_mlr = nan top_Nc_mlr = nan (total_true_lr = 0 total_true_mlr = 0) Precision for 6 - 4d5tA top_L5_lr = 0.0667 top_L_lr = 0.1192 top_Nc_lr = 0.1259 top_L5_mlr = 0.2000 top_L_mlr = 0.1258 top_Nc_mlr = 0.1250 (total_true_lr = 135 total_true_mlr = 160) Precision for 7 - 1jogA top_L5_lr = 0.4815 top_L_lr = 0.4000 top_Nc_lr = 0.4272 top_L5_mlr = 0.6296 top_L_mlr = 0.4519 top_Nc_mlr = 0.4621 (total_true_lr = 103 total_true_mlr = 132) Precision for 8 - 4u89A top_L5_lr = 0.8222 top_L_lr = 0.4089 top_Nc_lr = 0.3289 top_L5_mlr = 0.8444 top_L_mlr = 0.6533 top_Nc_mlr = 0.4665 (total_true_lr = 301 total_true_mlr = 433) Precision for 9 - 3wisA top_L5_lr = 1.0000 top_L_lr = 0.8222 top_Nc_lr = 0.6738 top_L5_mlr = 1.0000 top_L_mlr = 0.8556 top_Nc_mlr = 0.6614 (total_true_lr = 282 total_true_mlr = 319) Precision for 10 - 1mkfA top_L5_lr = 0.1081 top_L_lr = 0.0674 top_Nc_lr = 0.0700 top_L5_mlr = 0.2027 top_L_mlr = 0.1024 top_Nc_mlr = 0.0937 (total_true_lr = 714 total_true_mlr = 854) Precision for 11 - 1kaeA top_L5_lr = 0.8966 top_L_lr = 0.5899 top_Nc_lr = 0.4191 top_L5_mlr = 0.8966 top_L_mlr = 0.6705 top_Nc_mlr = 0.4551 (total_true_lr = 711 total_true_mlr = 857) Precision for 12 - 4o8bA top_L5_lr = 0.9000 top_L_lr = 0.4257 top_Nc_lr = 0.6981 top_L5_mlr = 0.9500 top_L_mlr = 0.5149 top_Nc_mlr = 0.6400 (total_true_lr = 53 total_true_mlr = 75) Precision for 13 - 2gfqA top_L5_lr = 0.9138 top_L_lr = 0.6354 top_Nc_lr = 0.4341 top_L5_mlr = 0.9138 top_L_mlr = 0.6632 top_Nc_mlr = 0.4463 (total_true_lr = 615 total_true_mlr = 708) Precision for 14 - 4cmlA top_L5_lr = 0.9677 top_L_lr = 0.7903 top_Nc_lr = 0.5484 top_L5_mlr = 1.0000 top_L_mlr = 0.8774 top_Nc_mlr = 0.5781 (total_true_lr = 578 total_true_mlr = 723) Precision for 15 - 1vrmA top_L5_lr = 0.9355 top_L_lr = 0.7670 top_Nc_lr = 0.6141 top_L5_mlr = 0.9677 top_L_mlr = 0.8479 top_Nc_mlr = 0.6212 (total_true_lr = 469 total_true_mlr = 623) Precision for 16 - 4kwyA top_L5_lr = 0.9259 top_L_lr = 0.7664 top_Nc_lr = 0.6517 top_L5_mlr = 0.9259 top_L_mlr = 0.8102 top_Nc_mlr = 0.6624 (total_true_lr = 178 total_true_mlr = 237) Precision for 17 - 2yfaA top_L5_lr = 0.8936 top_L_lr = 0.6059 top_Nc_lr = 0.6540 top_L5_mlr = 0.9787 top_L_mlr = 0.7288 top_Nc_mlr = 0.6780 (total_true_lr = 211 total_true_mlr = 264) Precision for 18 - 1tnfA top_L5_lr = 0.9333 top_L_lr = 0.8092 top_Nc_lr = 0.6228 top_L5_mlr = 0.9333 top_L_mlr = 0.8289 top_Nc_mlr = 0.6229 (total_true_lr = 289 total_true_mlr = 350) Precision for 19 - 3pivA top_L5_lr = 0.6452 top_L_lr = 0.4295 top_Nc_lr = 0.3756 top_L5_mlr = 0.6129 top_L_mlr = 0.4231 top_Nc_mlr = 0.3798 (total_true_lr = 197 total_true_mlr = 208) Precision for 20 - 1nw1A top_L5_lr = 0.8904 top_L_lr = 0.5836 top_Nc_lr = 0.4853 top_L5_mlr = 0.9452 top_L_mlr = 0.6959 top_Nc_mlr = 0.5216 (total_true_lr = 509 total_true_mlr = 648) Precision for 21 - 4ng0A top_L5_lr = 0.7895 top_L_lr = 0.4124 top_Nc_lr = 0.3496 top_L5_mlr = 0.8421 top_L_mlr = 0.5464 top_Nc_mlr = 0.3743 (total_true_lr = 123 total_true_mlr = 171) Precision for 22 - 4qt9A top_L5_lr = 0.8434 top_L_lr = 0.4976 top_Nc_lr = 0.3743 top_L5_mlr = 0.8675 top_L_mlr = 0.5580 top_Nc_mlr = 0.3813 (total_true_lr = 708 total_true_mlr = 868) Precision for 23 - 3no4A top_L5_lr = 0.9057 top_L_lr = 0.7121 top_Nc_lr = 0.4904 top_L5_mlr = 0.9434 top_L_mlr = 0.7538 top_Nc_mlr = 0.4785 (total_true_lr = 467 total_true_mlr = 535) Precision for 24 - 3qd7X top_L5_lr = 0.9615 top_L_lr = 0.5573 top_Nc_lr = 0.4254 top_L5_mlr = 0.9615 top_L_mlr = 0.7786 top_Nc_mlr = 0.5023 (total_true_lr = 181 total_true_mlr = 217) Precision for 25 - 3o4pA top_L5_lr = 0.9365 top_L_lr = 0.6115 top_Nc_lr = 0.4335 top_L5_mlr = 0.9841 top_L_mlr = 0.8949 top_Nc_mlr = 0.5720 (total_true_lr = 496 total_true_mlr = 806) Precision for 26 - 3agnA top_L5_lr = 1.0000 top_L_lr = 0.5000 top_Nc_lr = 0.4156 top_L5_mlr = 1.0000 top_L_mlr = 0.7544 top_Nc_mlr = 0.5164 (total_true_lr = 154 total_true_mlr = 213) Precision for 27 - 2yilA top_L5_lr = 0.9615 top_L_lr = 0.6260 top_Nc_lr = 0.5597 top_L5_mlr = 1.0000 top_L_mlr = 0.7710 top_Nc_mlr = 0.5776 (total_true_lr = 159 total_true_mlr = 232) Precision for 28 - 4jivD top_L5_lr = 0.7895 top_L_lr = 0.4194 top_Nc_lr = 0.3459 top_L5_mlr = 0.8947 top_L_mlr = 0.7849 top_Nc_mlr = 0.4928 (total_true_lr = 133 total_true_mlr = 207) Precision for 29 - 4fz4A top_L5_lr = 0.3871 top_L_lr = 0.2208 top_Nc_lr = 0.2426 top_L5_mlr = 0.6129 top_L_mlr = 0.2922 top_Nc_mlr = 0.2914 (total_true_lr = 136 total_true_mlr = 151) Precision for 30 - 2g3vA top_L5_lr = 0.1250 top_L_lr = 0.0559 top_Nc_lr = 0.0616 top_L5_mlr = 0.0312 top_L_mlr = 0.0621 top_Nc_mlr = 0.0641 (total_true_lr = 146 total_true_mlr = 156) Precision for 31 - 2o0qA top_L5_lr = 1.0000 top_L_lr = 0.7719 top_Nc_lr = 0.6082 top_L5_mlr = 1.0000 top_L_mlr = 0.7719 top_Nc_mlr = 0.5729 (total_true_lr = 171 total_true_mlr = 192) Precision for 32 - 4levA top_L5_lr = 0.5946 top_L_lr = 0.2304 top_Nc_lr = 0.2048 top_L5_mlr = 0.8378 top_L_mlr = 0.4038 top_Nc_mlr = 0.2941 (total_true_lr = 459 total_true_mlr = 595) Precision for 33 - 1t6t1 top_L5_lr = 0.8636 top_L_lr = 0.5000 top_Nc_lr = 0.4867 top_L5_mlr = 0.9545 top_L_mlr = 0.7130 top_Nc_mlr = 0.5506 (total_true_lr = 113 total_true_mlr = 158) Precision for 34 - 2fzpA top_L5_lr = 0.1111 top_L_lr = 0.1119 top_Nc_lr = 0.1243 top_L5_mlr = 0.4074 top_L_mlr = 0.2164 top_Nc_mlr = 0.1628 (total_true_lr = 177 total_true_mlr = 215) Precision for 35 - 1rj8A top_L5_lr = 1.0000 top_L_lr = 0.7429 top_Nc_lr = 0.4510 top_L5_mlr = 0.9286 top_L_mlr = 0.7714 top_Nc_mlr = 0.4844 (total_true_lr = 286 total_true_mlr = 353) Precision for 36 - 2z7fI top_L5_lr = 0.6000 top_L_lr = 0.3800 top_Nc_lr = 0.3556 top_L5_mlr = 0.5000 top_L_mlr = 0.4600 top_Nc_mlr = 0.4167 (total_true_lr = 45 total_true_mlr = 72) Precision for 37 - 1dx5I top_L5_lr = 0.3750 top_L_lr = 0.1695 top_Nc_lr = 0.3095 top_L5_mlr = 0.8333 top_L_mlr = 0.4153 top_Nc_mlr = 0.3776 (total_true_lr = 42 total_true_mlr = 143) Precision for 38 - 2gsoA top_L5_lr = 0.9737 top_L_lr = 0.7775 top_Nc_lr = 0.5007 top_L5_mlr = 0.9868 top_L_mlr = 0.8037 top_Nc_mlr = 0.4673 (total_true_lr = 725 total_true_mlr = 888) Precision for 39 - 4tshB top_L5_lr = 0.7216 top_L_lr = 0.4598 top_Nc_lr = 0.2951 top_L5_mlr = 0.6392 top_L_mlr = 0.4680 top_Nc_mlr = 0.3091 (total_true_lr = 942 total_true_mlr = 1116) Precision for 40 - 3vtoA top_L5_lr = nan top_L_lr = nan top_Nc_lr = nan top_L5_mlr = 0.7000 top_L_mlr = 0.1818 top_Nc_mlr = 0.7222 (total_true_lr = 0 total_true_mlr = 18) Precision for 41 - 2p3yA top_L5_lr = 0.9348 top_L_lr = 0.6291 top_Nc_lr = 0.4260 top_L5_mlr = 0.9457 top_L_mlr = 0.6876 top_Nc_mlr = 0.4260 (total_true_lr = 777 total_true_mlr = 939) Precision for 42 - 3pcvA top_L5_lr = 1.0000 top_L_lr = 0.5822 top_Nc_lr = 0.6750 top_L5_mlr = 1.0000 top_L_mlr = 0.6781 top_Nc_mlr = 0.6711 (total_true_lr = 120 total_true_mlr = 149) Precision for 43 - 3kfoA top_L5_lr = 0.3953 top_L_lr = 0.1831 top_Nc_lr = 0.1754 top_L5_mlr = 0.6279 top_L_mlr = 0.2160 top_Nc_mlr = 0.2060 (total_true_lr = 228 total_true_mlr = 267) Precision for 44 - 3v6iB top_L5_lr = nan top_L_lr = nan top_Nc_lr = nan top_L5_mlr = nan top_L_mlr = nan top_Nc_mlr = nan (total_true_lr = 0 total_true_mlr = 0) Precision for 45 - 4htiA top_L5_lr = 0.6667 top_L_lr = 0.4659 top_Nc_lr = 0.4112 top_L5_mlr = 0.7222 top_L_mlr = 0.5795 top_Nc_mlr = 0.4638 (total_true_lr = 107 total_true_mlr = 138) Precision for 46 - 2q0tA top_L5_lr = 0.7308 top_L_lr = 0.4264 top_Nc_lr = 0.4360 top_L5_mlr = 0.7308 top_L_mlr = 0.4961 top_Nc_mlr = 0.4586 (total_true_lr = 250 total_true_mlr = 290) Precision for 47 - 4l3uA top_L5_lr = 0.9200 top_L_lr = 0.4634 top_Nc_lr = 0.5354 top_L5_mlr = 0.9200 top_L_mlr = 0.5203 top_Nc_mlr = 0.5079 (total_true_lr = 99 total_true_mlr = 126) Precision for 48 - 4pt1A top_L5_lr = 0.9231 top_L_lr = 0.4031 top_Nc_lr = 0.4435 top_L5_mlr = 0.9615 top_L_mlr = 0.6279 top_Nc_mlr = 0.5380 (total_true_lr = 115 total_true_mlr = 158) Precision for 49 - 3c1qA top_L5_lr = 1.0000 top_L_lr = 0.4087 top_Nc_lr = 0.6290 top_L5_mlr = 1.0000 top_L_mlr = 0.6783 top_Nc_mlr = 0.6972 (total_true_lr = 62 total_true_mlr = 109) Precision for 50 - 1ux5A top_L5_lr = 0.8780 top_L_lr = 0.4599 top_Nc_lr = 0.4933 top_L5_mlr = 0.8537 top_L_mlr = 0.4745 top_Nc_mlr = 0.4722 (total_true_lr = 373 total_true_mlr = 413) Precision for 51 - 1h9mA top_L5_lr = 0.9643 top_L_lr = 0.9007 top_Nc_lr = 0.7035 top_L5_mlr = 1.0000 top_L_mlr = 0.9645 top_Nc_mlr = 0.7548 (total_true_lr = 226 total_true_mlr = 314) Precision for 52 - 3oufA top_L5_lr = 0.4737 top_L_lr = 0.2366 top_Nc_lr = 0.3200 top_L5_mlr = 0.6842 top_L_mlr = 0.3763 top_Nc_mlr = 0.4521 (total_true_lr = 50 total_true_mlr = 73) Precision for 53 - 4rt5A top_L5_lr = 0.9500 top_L_lr = 0.6832 top_Nc_lr = 0.6857 top_L5_mlr = 1.0000 top_L_mlr = 0.7624 top_Nc_mlr = 0.7250 (total_true_lr = 105 total_true_mlr = 160) Precision for 54 - 3njcA top_L5_lr = 0.9032 top_L_lr = 0.5229 top_Nc_lr = 0.5563 top_L5_mlr = 0.8710 top_L_mlr = 0.6078 top_Nc_mlr = 0.5469 (total_true_lr = 142 total_true_mlr = 192) Precision for 55 - 2q73A top_L5_lr = 1.0000 top_L_lr = 0.4333 top_Nc_lr = 0.6545 top_L5_mlr = 1.0000 top_L_mlr = 0.5000 top_Nc_mlr = 0.5857 (total_true_lr = 55 total_true_mlr = 70) Precision for 56 - 1yz1A top_L5_lr = 0.9655 top_L_lr = 0.6712 top_Nc_lr = 0.5767 top_L5_mlr = 0.9655 top_L_mlr = 0.8014 top_Nc_mlr = 0.5696 (total_true_lr = 189 total_true_mlr = 237) Precision for 57 - 5c50B top_L5_lr = 0.9730 top_L_lr = 0.6270 top_Nc_lr = 0.4965 top_L5_mlr = 1.0000 top_L_mlr = 0.7514 top_Nc_mlr = 0.5371 (total_true_lr = 288 total_true_mlr = 337) Precision for 58 - 3hnxA top_L5_lr = 0.6364 top_L_lr = 0.3333 top_Nc_lr = 0.3608 top_L5_mlr = 1.0000 top_L_mlr = 0.7593 top_Nc_mlr = 0.5405 (total_true_lr = 97 total_true_mlr = 185) Precision for 59 - 1knyA top_L5_lr = 0.8431 top_L_lr = 0.5059 top_Nc_lr = 0.4695 top_L5_mlr = 0.8431 top_L_mlr = 0.6601 top_Nc_mlr = 0.5143 (total_true_lr = 279 total_true_mlr = 385) Precision for 60 - 1tr8A top_L5_lr = 0.9444 top_L_lr = 0.4348 top_Nc_lr = 0.6875 top_L5_mlr = 0.9444 top_L_mlr = 0.7609 top_Nc_mlr = 0.7100 (total_true_lr = 48 total_true_mlr = 100) Precision for 61 - 4qicB top_L5_lr = nan top_L_lr = nan top_Nc_lr = nan top_L5_mlr = 0.0000 top_L_mlr = 0.0000 top_Nc_mlr = 0.0000 (total_true_lr = 0 total_true_mlr = 3) Precision for 62 - 3f1iS top_L5_lr = 0.5333 top_L_lr = 0.1818 top_Nc_lr = 0.5714 top_L5_mlr = 0.8000 top_L_mlr = 0.2987 top_Nc_mlr = 0.7083 (total_true_lr = 14 total_true_mlr = 24) Precision for 63 - 2fyuI top_L5_lr = 0.0000 top_L_lr = 0.0000 top_Nc_lr = 0.0000 top_L5_mlr = 0.0000 top_L_mlr = 0.0000 top_Nc_mlr = 0.0000 (total_true_lr = 10 total_true_mlr = 23) Precision for 64 - 4ic9A top_L5_lr = 0.5385 top_L_lr = 0.2308 top_Nc_lr = 0.2979 top_L5_mlr = 0.5769 top_L_mlr = 0.3538 top_Nc_mlr = 0.3357 (total_true_lr = 94 total_true_mlr = 143) Precision for 65 - 3iruA top_L5_lr = 0.9818 top_L_lr = 0.7464 top_Nc_lr = 0.5688 top_L5_mlr = 0.9818 top_L_mlr = 0.8007 top_Nc_mlr = 0.5827 (total_true_lr = 443 total_true_mlr = 532) Precision for 66 - 2xu8A top_L5_lr = 0.3043 top_L_lr = 0.1897 top_Nc_lr = 0.1923 top_L5_mlr = 0.9565 top_L_mlr = 0.4397 top_Nc_mlr = 0.4044 (total_true_lr = 78 total_true_mlr = 136) Precision for 67 - 3g7lA top_L5_lr = 0.7273 top_L_lr = 0.2545 top_Nc_lr = 0.6429 top_L5_mlr = 1.0000 top_L_mlr = 0.8182 top_Nc_mlr = 0.8036 (total_true_lr = 14 total_true_mlr = 56) Precision for 68 - 3hshA top_L5_lr = 0.0000 top_L_lr = 0.0179 top_Nc_lr = 0.0000 top_L5_mlr = 0.6364 top_L_mlr = 0.5893 top_Nc_mlr = 0.5833 (total_true_lr = 2 total_true_mlr = 60) Precision for 69 - 1vq0A top_L5_lr = 0.9483 top_L_lr = 0.5241 top_Nc_lr = 0.4179 top_L5_mlr = 0.9828 top_L_mlr = 0.7276 top_Nc_mlr = 0.5071 (total_true_lr = 414 total_true_mlr = 562) Precision for 70 - 4z04A top_L5_lr = 0.9600 top_L_lr = 0.7097 top_Nc_lr = 0.6516 top_L5_mlr = 1.0000 top_L_mlr = 0.8306 top_Nc_mlr = 0.6623 (total_true_lr = 155 total_true_mlr = 228) Precision for 71 - 2huhA top_L5_lr = 0.9655 top_L_lr = 0.7211 top_Nc_lr = 0.5650 top_L5_mlr = 1.0000 top_L_mlr = 0.8503 top_Nc_mlr = 0.6271 (total_true_lr = 223 total_true_mlr = 295) Precision for 72 - 4dh2B top_L5_lr = 1.0000 top_L_lr = 0.4306 top_Nc_lr = 0.4762 top_L5_mlr = 1.0000 top_L_mlr = 0.5417 top_Nc_mlr = 0.5125 (total_true_lr = 63 total_true_mlr = 80) Precision for 73 - 2p9xA top_L5_lr = 0.3000 top_L_lr = 0.1224 top_Nc_lr = 0.1587 top_L5_mlr = 0.2500 top_L_mlr = 0.1939 top_Nc_mlr = 0.2111 (total_true_lr = 63 total_true_mlr = 90) Precision for 74 - 1m9zA top_L5_lr = 0.6667 top_L_lr = 0.3905 top_Nc_lr = 0.3232 top_L5_mlr = 0.7143 top_L_mlr = 0.5333 top_Nc_mlr = 0.3808 (total_true_lr = 164 total_true_mlr = 239) Precision for 75 - 2czrA top_L5_lr = 0.3333 top_L_lr = 0.1460 top_Nc_lr = 0.1640 top_L5_mlr = 0.4444 top_L_mlr = 0.3407 top_Nc_mlr = 0.2749 (total_true_lr = 189 total_true_mlr = 342) Precision for 76 - 2bh1X top_L5_lr = 0.7857 top_L_lr = 0.5441 top_Nc_lr = 0.6078 top_L5_mlr = 0.7857 top_L_mlr = 0.7059 top_Nc_mlr = 0.6512 (total_true_lr = 51 total_true_mlr = 86) Precision for 77 - 3ghfA top_L5_lr = 0.7000 top_L_lr = 0.5000 top_Nc_lr = 0.4857 top_L5_mlr = 0.7000 top_L_mlr = 0.5400 top_Nc_mlr = 0.4683 (total_true_lr = 105 total_true_mlr = 126) Precision for 78 - 4ui1C top_L5_lr = 0.7857 top_L_lr = 0.4444 top_Nc_lr = 0.5000 top_L5_mlr = 0.7857 top_L_mlr = 0.4861 top_Nc_mlr = 0.4805 (total_true_lr = 60 total_true_mlr = 77) Precision for 79 - 2otaA top_L5_lr = nan top_L_lr = nan top_Nc_lr = nan top_L5_mlr = 0.3077 top_L_mlr = 0.0746 top_Nc_mlr = 0.4000 (total_true_lr = 0 total_true_mlr = 5) Precision for 80 - 1vk1A top_L5_lr = 0.5000 top_L_lr = 0.4353 top_Nc_lr = 0.3241 top_L5_mlr = 0.4783 top_L_mlr = 0.4224 top_Nc_mlr = 0.3333 (total_true_lr = 398 total_true_mlr = 462) Precision for 81 - 1su1A top_L5_lr = 0.9459 top_L_lr = 0.6902 top_Nc_lr = 0.5519 top_L5_mlr = 0.9189 top_L_mlr = 0.7554 top_Nc_mlr = 0.5296 (total_true_lr = 270 total_true_mlr = 423) Precision for 82 - 3sfvB top_L5_lr = 0.2941 top_L_lr = 0.1257 top_Nc_lr = 0.1951 top_L5_mlr = 0.4118 top_L_mlr = 0.1988 top_Nc_mlr = 0.1994 (total_true_lr = 205 total_true_mlr = 341) Precision for 83 - 2f5tX top_L5_lr = 0.8723 top_L_lr = 0.4163 top_Nc_lr = 0.2815 top_L5_mlr = 0.8936 top_L_mlr = 0.6137 top_Nc_mlr = 0.3708 (total_true_lr = 373 total_true_mlr = 507) Precision for 84 - 1xyiA top_L5_lr = 0.1538 top_L_lr = 0.1364 top_Nc_lr = 0.1351 top_L5_mlr = 0.9231 top_L_mlr = 0.4697 top_Nc_mlr = 0.4487 (total_true_lr = 37 total_true_mlr = 78) Precision for 85 - 2okuA top_L5_lr = 0.7083 top_L_lr = 0.4836 top_Nc_lr = 0.4872 top_L5_mlr = 0.7083 top_L_mlr = 0.5328 top_Nc_mlr = 0.4930 (total_true_lr = 117 total_true_mlr = 142) Precision for 86 - 2h5nA top_L5_lr = 0.8462 top_L_lr = 0.4848 top_Nc_lr = 0.4809 top_L5_mlr = 0.8077 top_L_mlr = 0.5076 top_Nc_mlr = 0.4797 (total_true_lr = 131 total_true_mlr = 148) Precision for 87 - 1kptA top_L5_lr = 0.4762 top_L_lr = 0.4762 top_Nc_lr = 0.4286 top_L5_mlr = 0.4762 top_L_mlr = 0.5333 top_Nc_mlr = 0.4585 (total_true_lr = 175 total_true_mlr = 229) Precision for 88 - 2qc5A top_L5_lr = 0.9833 top_L_lr = 0.7383 top_Nc_lr = 0.6203 top_L5_mlr = 0.9667 top_L_mlr = 0.9128 top_Nc_mlr = 0.6997 (total_true_lr = 374 total_true_mlr = 686) Precision for 89 - 2hueC top_L5_lr = 0.4375 top_L_lr = 0.1707 top_Nc_lr = 0.5000 top_L5_mlr = 0.8750 top_L_mlr = 0.3902 top_Nc_mlr = 0.6216 (total_true_lr = 14 total_true_mlr = 37) Precision for 90 - 2i5vO top_L5_lr = 0.0204 top_L_lr = 0.0366 top_Nc_lr = 0.0521 top_L5_mlr = 0.7143 top_L_mlr = 0.5691 top_Nc_mlr = 0.4585 (total_true_lr = 96 total_true_mlr = 386) Precision for 91 - 2gs5A top_L5_lr = 0.8974 top_L_lr = 0.5596 top_Nc_lr = 0.4355 top_L5_mlr = 0.9744 top_L_mlr = 0.7254 top_Nc_mlr = 0.4846 (total_true_lr = 287 total_true_mlr = 390) Precision for 92 - 4lmoA top_L5_lr = 0.6600 top_L_lr = 0.3506 top_Nc_lr = 0.3609 top_L5_mlr = 0.8000 top_L_mlr = 0.4143 top_Nc_mlr = 0.3789 (total_true_lr = 230 total_true_mlr = 285) Precision for 93 - 4njcA top_L5_lr = 1.0000 top_L_lr = 0.7000 top_Nc_lr = 0.6667 top_L5_mlr = 1.0000 top_L_mlr = 0.7333 top_Nc_mlr = 0.6111 (total_true_lr = 63 total_true_mlr = 90) Precision for 94 - 3ronA top_L5_lr = 0.8750 top_L_lr = 0.4726 top_Nc_lr = 0.3417 top_L5_mlr = 0.9750 top_L_mlr = 0.6219 top_Nc_mlr = 0.3969 (total_true_lr = 357 total_true_mlr = 446) Precision for 95 - 3g1pA top_L5_lr = 0.9600 top_L_lr = 0.7189 top_Nc_lr = 0.5547 top_L5_mlr = 0.9800 top_L_mlr = 0.8474 top_Nc_mlr = 0.6105 (total_true_lr = 402 total_true_mlr = 570) Precision for 96 - 4m8aA top_L5_lr = 0.3077 top_L_lr = 0.1493 top_Nc_lr = 0.1852 top_L5_mlr = 0.5385 top_L_mlr = 0.3134 top_Nc_mlr = 0.2824 (total_true_lr = 54 total_true_mlr = 85) Precision for 97 - 3ajfA top_L5_lr = 0.2222 top_L_lr = 0.1304 top_Nc_lr = 0.1207 top_L5_mlr = 0.1667 top_L_mlr = 0.1304 top_Nc_mlr = 0.1500 (total_true_lr = 58 total_true_mlr = 80) Precision for 98 - 1j8uA top_L5_lr = 0.7705 top_L_lr = 0.4397 top_Nc_lr = 0.3712 top_L5_mlr = 0.6885 top_L_mlr = 0.5049 top_Nc_mlr = 0.3850 (total_true_lr = 423 total_true_mlr = 535) Precision for 99 - 4u65A top_L5_lr = 0.7692 top_L_lr = 0.4656 top_Nc_lr = 0.4392 top_L5_mlr = 1.0000 top_L_mlr = 0.6794 top_Nc_mlr = 0.5291 (total_true_lr = 148 total_true_mlr = 189) Average Precision: top_L5_lr = 71.77 top_L_lr = 45.20 top_Nc_lr = 42.53 top_L5_mlr = 77.49 top_L_mlr = 56.27 top_Nc_mlr = 46.21 Evaluate test set.. Model params: L 512 num_blocks 128 width 64 expected_n_channels 57 1/150 [..............................] - ETA: 42:32 2/150 [..............................] - ETA: 22:19 3/150 [..............................] - ETA: 15:34 4/150 [..............................] - ETA: 12:11 5/150 [>.............................] - ETA: 10:14 6/150 [>.............................] - ETA: 8:53  7/150 [>.............................] - ETA: 7:54 8/150 [>.............................] - ETA: 7:09 9/150 [>.............................] - ETA: 6:38 10/150 [=>............................] - ETA: 6:17 11/150 [=>............................] - ETA: 5:59 12/150 [=>............................] - ETA: 5:44 13/150 [=>............................] - ETA: 5:29 14/150 [=>............................] - ETA: 5:15 15/150 [==>...........................] - ETA: 5:02 16/150 [==>...........................] - ETA: 4:50 17/150 [==>...........................] - ETA: 4:38 18/150 [==>...........................] - ETA: 4:28 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MAE for 1 1a6mA lr_d8 = 1.47 mlr_d8 = 1.69 lr_d12 = 1.59 mlr_d12 = 1.73 MAE for 2 1a70A lr_d8 = 3.34 mlr_d8 = 3.52 lr_d12 = 4.06 mlr_d12 = 4.39 MAE for 3 1aapA lr_d8 = 3.38 mlr_d8 = 3.02 lr_d12 = 2.83 mlr_d12 = 2.60 MAE for 4 1abaA lr_d8 = 1.42 mlr_d8 = 2.01 lr_d12 = 1.65 mlr_d12 = 2.06 MAE for 5 1ag6A lr_d8 = 3.76 mlr_d8 = 3.78 lr_d12 = 3.46 mlr_d12 = 3.62 MAE for 6 1aoeA lr_d8 = 3.54 mlr_d8 = 3.34 lr_d12 = 3.29 mlr_d12 = 3.20 MAE for 7 1atlA lr_d8 = 5.16 mlr_d8 = 4.80 lr_d12 = 4.63 mlr_d12 = 4.27 MAE for 8 1atzA lr_d8 = 1.30 mlr_d8 = 1.57 lr_d12 = 1.47 mlr_d12 = 1.62 MAE for 9 1avsA lr_d8 = 3.50 mlr_d8 = 2.90 lr_d12 = 2.37 mlr_d12 = 2.10 MAE for 10 1bdoA lr_d8 = 2.22 mlr_d8 = 1.81 lr_d12 = 2.60 mlr_d12 = 2.30 MAE for 11 1bebA lr_d8 = 6.33 mlr_d8 = 4.59 lr_d12 = 4.89 mlr_d12 = 4.07 MAE for 12 1behA lr_d8 = 5.96 mlr_d8 = 5.90 lr_d12 = 5.28 mlr_d12 = 5.26 MAE for 13 1bkrA lr_d8 = 3.47 mlr_d8 = 2.95 lr_d12 = 2.76 mlr_d12 = 2.35 MAE for 14 1brfA lr_d8 = 1.85 mlr_d8 = 2.53 lr_d12 = 2.00 mlr_d12 = 2.51 MAE for 15 1bsgA lr_d8 = 3.70 mlr_d8 = 3.38 lr_d12 = 3.24 mlr_d12 = 3.07 MAE for 16 1c44A lr_d8 = 5.56 mlr_d8 = 4.91 lr_d12 = 4.91 mlr_d12 = 4.39 MAE for 17 1c52A lr_d8 = 6.46 mlr_d8 = 5.66 lr_d12 = 5.14 mlr_d12 = 4.77 MAE for 18 1c9oA lr_d8 = 2.78 mlr_d8 = 2.19 lr_d12 = 2.82 mlr_d12 = 2.51 MAE for 19 1cc8A lr_d8 = 0.93 mlr_d8 = 1.12 lr_d12 = 1.22 mlr_d12 = 1.34 MAE for 20 1chdA lr_d8 = 2.40 mlr_d8 = 2.16 lr_d12 = 2.25 mlr_d12 = 2.04 MAE for 21 1cjwA lr_d8 = 4.04 mlr_d8 = 3.65 lr_d12 = 3.60 mlr_d12 = 3.32 MAE for 22 1ckeA lr_d8 = 3.04 mlr_d8 = 2.78 lr_d12 = 2.97 mlr_d12 = 2.64 MAE for 23 1ctfA lr_d8 = 1.05 mlr_d8 = 1.21 lr_d12 = 1.69 mlr_d12 = 1.84 MAE for 24 1cxyA lr_d8 = 3.60 mlr_d8 = 3.32 lr_d12 = 3.44 mlr_d12 = 2.98 MAE for 25 1cznA lr_d8 = 2.85 mlr_d8 = 3.05 lr_d12 = 2.36 mlr_d12 = 2.42 MAE for 26 1d0qA lr_d8 = 2.43 mlr_d8 = 2.28 lr_d12 = 1.92 mlr_d12 = 1.97 MAE for 27 1d1qA lr_d8 = 2.09 mlr_d8 = 2.02 lr_d12 = 1.93 mlr_d12 = 1.85 MAE for 28 1d4oA lr_d8 = 4.10 mlr_d8 = 4.39 lr_d12 = 3.36 mlr_d12 = 3.53 MAE for 29 1dbxA lr_d8 = 3.34 mlr_d8 = 2.99 lr_d12 = 3.07 mlr_d12 = 2.83 MAE for 30 1dixA lr_d8 = 8.61 mlr_d8 = 7.68 lr_d12 = 7.19 mlr_d12 = 6.40 MAE for 31 1dlwA lr_d8 = 2.28 mlr_d8 = 2.19 lr_d12 = 1.70 mlr_d12 = 1.65 MAE for 32 1dmgA lr_d8 = 14.99 mlr_d8 = 13.36 lr_d12 = 14.55 mlr_d12 = 13.21 MAE for 33 1dqgA lr_d8 = 16.60 mlr_d8 = 12.47 lr_d12 = 13.78 mlr_d12 = 10.75 MAE for 34 1dsxA lr_d8 = 3.94 mlr_d8 = 4.00 lr_d12 = 3.59 mlr_d12 = 3.57 MAE for 35 1eazA lr_d8 = 2.46 mlr_d8 = 1.68 lr_d12 = 2.12 mlr_d12 = 1.81 MAE for 36 1ej0A lr_d8 = 2.18 mlr_d8 = 2.10 lr_d12 = 1.93 mlr_d12 = 1.89 MAE for 37 1ej8A lr_d8 = 6.12 mlr_d8 = 6.07 lr_d12 = 5.12 mlr_d12 = 5.23 MAE for 38 1ek0A lr_d8 = 1.86 mlr_d8 = 1.92 lr_d12 = 1.74 mlr_d12 = 1.78 MAE for 39 1f6bA lr_d8 = 3.75 mlr_d8 = 4.24 lr_d12 = 3.94 mlr_d12 = 4.10 MAE for 40 1fcyA lr_d8 = 12.57 mlr_d8 = 11.51 lr_d12 = 9.95 mlr_d12 = 9.03 MAE for 41 1fk5A lr_d8 = 4.36 mlr_d8 = 4.26 lr_d12 = 3.22 mlr_d12 = 3.13 MAE for 42 1fl0A lr_d8 = 5.37 mlr_d8 = 4.87 lr_d12 = 4.49 mlr_d12 = 4.11 MAE for 43 1fnaA lr_d8 = 2.96 mlr_d8 = 2.58 lr_d12 = 2.50 mlr_d12 = 2.29 MAE for 44 1fqtA lr_d8 = 2.48 mlr_d8 = 2.71 lr_d12 = 2.40 mlr_d12 = 2.27 MAE for 45 1fvgA lr_d8 = 3.39 mlr_d8 = 3.18 lr_d12 = 2.87 mlr_d12 = 2.74 MAE for 46 1fvkA lr_d8 = 4.66 mlr_d8 = 4.62 lr_d12 = 4.50 mlr_d12 = 4.40 MAE for 47 1fx2A lr_d8 = 3.78 mlr_d8 = 3.24 lr_d12 = 3.33 mlr_d12 = 2.86 MAE for 48 1g2rA lr_d8 = 3.01 mlr_d8 = 2.64 lr_d12 = 2.92 mlr_d12 = 2.59 MAE for 49 1g9oA lr_d8 = 1.64 mlr_d8 = 1.53 lr_d12 = 2.20 mlr_d12 = 1.98 MAE for 50 1gbsA lr_d8 = 14.07 mlr_d8 = 11.01 lr_d12 = 11.49 mlr_d12 = 9.26 MAE for 51 1gmiA lr_d8 = 2.54 mlr_d8 = 2.36 lr_d12 = 2.73 mlr_d12 = 2.55 MAE for 52 1gmxA lr_d8 = 2.94 mlr_d8 = 2.53 lr_d12 = 2.30 mlr_d12 = 2.07 MAE for 53 1guuA lr_d8 = 1.78 mlr_d8 = 1.70 lr_d12 = 1.50 mlr_d12 = 1.36 MAE for 54 1gz2A lr_d8 = 3.48 mlr_d8 = 3.40 lr_d12 = 3.17 mlr_d12 = 3.04 MAE for 55 1gzcA lr_d8 = 4.37 mlr_d8 = 4.58 lr_d12 = 4.36 mlr_d12 = 4.50 MAE for 56 1h0pA lr_d8 = 3.56 mlr_d8 = 3.26 lr_d12 = 3.54 mlr_d12 = 3.27 MAE for 57 1h2eA lr_d8 = 2.54 mlr_d8 = 2.33 lr_d12 = 2.52 mlr_d12 = 2.35 MAE for 58 1h4xA lr_d8 = 3.14 mlr_d8 = 2.96 lr_d12 = 3.62 mlr_d12 = 3.32 MAE for 59 1h98A lr_d8 = 7.50 mlr_d8 = 6.68 lr_d12 = 6.78 mlr_d12 = 5.63 MAE for 60 1hdoA lr_d8 = 2.36 mlr_d8 = 2.18 lr_d12 = 1.97 mlr_d12 = 1.93 MAE for 61 1hfcA lr_d8 = 6.18 mlr_d8 = 5.57 lr_d12 = 5.64 mlr_d12 = 5.00 MAE for 62 1hh8A lr_d8 = 11.61 mlr_d8 = 8.15 lr_d12 = 10.57 mlr_d12 = 7.94 MAE for 63 1htwA lr_d8 = 2.02 mlr_d8 = 2.31 lr_d12 = 1.90 mlr_d12 = 2.23 MAE for 64 1hxnA lr_d8 = 12.96 mlr_d8 = 9.11 lr_d12 = 10.41 mlr_d12 = 7.80 MAE for 65 1i1jA lr_d8 = 7.68 mlr_d8 = 5.73 lr_d12 = 7.26 mlr_d12 = 6.16 MAE for 66 1i1nA lr_d8 = 3.95 mlr_d8 = 3.29 lr_d12 = 3.27 mlr_d12 = 2.96 MAE for 67 1i4jA lr_d8 = 1.55 mlr_d8 = 1.50 lr_d12 = 1.83 mlr_d12 = 1.76 MAE for 68 1i58A lr_d8 = 2.43 mlr_d8 = 2.33 lr_d12 = 2.25 mlr_d12 = 2.19 MAE for 69 1i5gA lr_d8 = 5.02 mlr_d8 = 5.45 lr_d12 = 4.14 mlr_d12 = 4.36 MAE for 70 1i71A lr_d8 = 3.83 mlr_d8 = 3.96 lr_d12 = 3.07 mlr_d12 = 3.42 MAE for 71 1ihzA lr_d8 = 3.75 mlr_d8 = 3.09 lr_d12 = 3.58 mlr_d12 = 3.08 MAE for 72 1iibA lr_d8 = 1.37 mlr_d8 = 1.30 lr_d12 = 1.52 mlr_d12 = 1.38 MAE for 73 1im5A lr_d8 = 3.67 mlr_d8 = 3.98 lr_d12 = 3.42 mlr_d12 = 3.59 MAE for 74 1iwdA lr_d8 = 3.39 mlr_d8 = 3.19 lr_d12 = 2.82 mlr_d12 = 2.83 MAE for 75 1j3aA lr_d8 = 4.97 mlr_d8 = 4.75 lr_d12 = 4.48 mlr_d12 = 4.15 MAE for 76 1jbeA lr_d8 = 1.19 mlr_d8 = 1.16 lr_d12 = 1.45 mlr_d12 = 1.39 MAE for 77 1jbkA lr_d8 = 3.97 mlr_d8 = 3.94 lr_d12 = 3.81 mlr_d12 = 3.76 MAE for 78 1jfuA lr_d8 = 6.57 mlr_d8 = 6.47 lr_d12 = 5.53 mlr_d12 = 5.38 MAE for 79 1jfxA lr_d8 = 3.30 mlr_d8 = 2.96 lr_d12 = 3.20 mlr_d12 = 2.94 MAE for 80 1jkxA lr_d8 = 2.66 mlr_d8 = 2.20 lr_d12 = 2.44 mlr_d12 = 2.17 MAE for 81 1jl1A lr_d8 = 2.58 mlr_d8 = 2.25 lr_d12 = 2.91 mlr_d12 = 2.63 MAE for 82 1jo0A lr_d8 = 3.12 mlr_d8 = 2.75 lr_d12 = 2.84 mlr_d12 = 2.56 MAE for 83 1jo8A lr_d8 = 3.00 mlr_d8 = 1.71 lr_d12 = 3.15 mlr_d12 = 2.23 MAE for 84 1josA lr_d8 = 2.01 mlr_d8 = 1.73 lr_d12 = 2.20 mlr_d12 = 1.96 MAE for 85 1jvwA lr_d8 = 4.23 mlr_d8 = 3.63 lr_d12 = 4.46 mlr_d12 = 4.01 MAE for 86 1jwqA lr_d8 = 1.67 mlr_d8 = 1.70 lr_d12 = 1.91 mlr_d12 = 1.87 MAE for 87 1jyhA lr_d8 = 1.83 mlr_d8 = 1.79 lr_d12 = 2.56 mlr_d12 = 2.45 MAE for 88 1k6kA lr_d8 = 2.12 mlr_d8 = 1.93 lr_d12 = 1.67 mlr_d12 = 1.56 MAE for 89 1k7cA lr_d8 = 4.27 mlr_d8 = 5.11 lr_d12 = 4.08 mlr_d12 = 4.45 MAE for 90 1k7jA lr_d8 = 2.31 mlr_d8 = 2.35 lr_d12 = 2.23 mlr_d12 = 2.27 MAE for 91 1kidA lr_d8 = 5.34 mlr_d8 = 4.96 lr_d12 = 4.96 mlr_d12 = 4.52 MAE for 92 1kq6A lr_d8 = 8.53 mlr_d8 = 6.50 lr_d12 = 6.69 mlr_d12 = 5.72 MAE for 93 1kqrA lr_d8 = 6.59 mlr_d8 = 6.04 lr_d12 = 5.10 mlr_d12 = 4.93 MAE for 94 1ktgA lr_d8 = 2.63 mlr_d8 = 2.58 lr_d12 = 2.56 mlr_d12 = 2.49 MAE for 95 1ku3A lr_d8 = 8.25 mlr_d8 = 6.45 lr_d12 = 6.66 mlr_d12 = 4.75 MAE for 96 1kw4A lr_d8 = 4.68 mlr_d8 = 3.72 lr_d12 = 4.38 mlr_d12 = 3.24 MAE for 97 1lm4A lr_d8 = 6.81 mlr_d8 = 5.91 lr_d12 = 5.44 mlr_d12 = 5.02 MAE for 98 1lo7A lr_d8 = 1.82 mlr_d8 = 1.56 lr_d12 = 1.97 mlr_d12 = 1.82 MAE for 99 1lpyA lr_d8 = 3.32 mlr_d8 = 4.14 lr_d12 = 2.94 mlr_d12 = 3.55 MAE for 100 1m4jA lr_d8 = 3.86 mlr_d8 = 3.54 lr_d12 = 3.42 mlr_d12 = 3.22 MAE for 101 1m8aA lr_d8 = 5.25 mlr_d8 = 3.49 lr_d12 = 3.35 mlr_d12 = 2.84 MAE for 102 1mk0A lr_d8 = 3.79 mlr_d8 = 3.90 lr_d12 = 3.41 mlr_d12 = 3.62 MAE for 103 1mugA lr_d8 = 3.24 mlr_d8 = 3.92 lr_d12 = 3.11 mlr_d12 = 3.57 MAE for 104 1nb9A lr_d8 = 3.59 mlr_d8 = 2.91 lr_d12 = 3.30 mlr_d12 = 2.94 MAE for 105 1ne2A lr_d8 = 10.82 mlr_d8 = 9.55 lr_d12 = 7.99 mlr_d12 = 7.38 MAE for 106 1npsA lr_d8 = 4.64 mlr_d8 = 4.19 lr_d12 = 4.47 mlr_d12 = 4.04 MAE for 107 1nrvA lr_d8 = 6.08 mlr_d8 = 4.79 lr_d12 = 4.66 mlr_d12 = 3.80 MAE for 108 1ny1A lr_d8 = 5.89 mlr_d8 = 5.35 lr_d12 = 5.34 mlr_d12 = 4.83 MAE for 109 1o1zA lr_d8 = 2.01 mlr_d8 = 1.90 lr_d12 = 2.15 mlr_d12 = 2.00 MAE for 110 1p90A lr_d8 = 3.68 mlr_d8 = 2.80 lr_d12 = 3.15 mlr_d12 = 2.71 MAE for 111 1pchA lr_d8 = 1.70 mlr_d8 = 1.76 lr_d12 = 1.68 mlr_d12 = 1.68 MAE for 112 1pkoA lr_d8 = 3.71 mlr_d8 = 3.59 lr_d12 = 3.53 mlr_d12 = 3.37 MAE for 113 1qf9A lr_d8 = 2.63 mlr_d8 = 2.48 lr_d12 = 2.48 mlr_d12 = 2.31 MAE for 114 1qjpA lr_d8 = 2.74 mlr_d8 = 1.98 lr_d12 = 3.02 mlr_d12 = 2.56 MAE for 115 1ql0A lr_d8 = 7.08 mlr_d8 = 6.19 lr_d12 = 5.73 mlr_d12 = 5.27 MAE for 116 1r26A lr_d8 = 2.01 mlr_d8 = 1.84 lr_d12 = 1.87 mlr_d12 = 1.90 MAE for 117 1roaA lr_d8 = 3.25 mlr_d8 = 2.51 lr_d12 = 3.45 mlr_d12 = 2.96 MAE for 118 1rw1A lr_d8 = 1.58 mlr_d8 = 1.54 lr_d12 = 1.67 mlr_d12 = 1.62 MAE for 119 1rw7A lr_d8 = 3.35 mlr_d8 = 3.25 lr_d12 = 3.33 mlr_d12 = 3.18 MAE for 120 1rybA lr_d8 = 1.55 mlr_d8 = 1.70 lr_d12 = 1.88 mlr_d12 = 1.97 MAE for 121 1smxA lr_d8 = 3.40 mlr_d8 = 3.12 lr_d12 = 3.53 mlr_d12 = 3.06 MAE for 122 1svyA lr_d8 = 4.85 mlr_d8 = 3.94 lr_d12 = 4.25 mlr_d12 = 3.46 MAE for 123 1t8kA lr_d8 = 1.47 mlr_d8 = 1.99 lr_d12 = 1.42 mlr_d12 = 1.73 MAE for 124 1tifA lr_d8 = 4.19 mlr_d8 = 2.96 lr_d12 = 3.94 mlr_d12 = 3.02 MAE for 125 1tqgA lr_d8 = 1.00 mlr_d8 = 0.84 lr_d12 = 1.09 mlr_d12 = 0.95 MAE for 126 1tqhA lr_d8 = 3.98 mlr_d8 = 3.73 lr_d12 = 3.83 mlr_d12 = 3.63 MAE for 127 1tzvA lr_d8 = 1.95 mlr_d8 = 1.69 lr_d12 = 1.60 mlr_d12 = 1.43 MAE for 128 1vfyA lr_d8 = 2.78 mlr_d8 = 2.68 lr_d12 = 2.55 mlr_d12 = 2.58 MAE for 129 1vhuA lr_d8 = 2.17 mlr_d8 = 2.25 lr_d12 = 2.23 mlr_d12 = 2.18 MAE for 130 1vjkA lr_d8 = 1.61 mlr_d8 = 2.03 lr_d12 = 2.08 mlr_d12 = 2.56 MAE for 131 1vmbA lr_d8 = 1.34 mlr_d8 = 1.24 lr_d12 = 1.67 mlr_d12 = 1.57 MAE for 132 1vp6A lr_d8 = 2.16 mlr_d8 = 1.97 lr_d12 = 2.70 mlr_d12 = 2.38 MAE for 133 1w0hA lr_d8 = 3.61 mlr_d8 = 3.08 lr_d12 = 2.98 mlr_d12 = 2.66 MAE for 134 1whiA lr_d8 = 5.54 mlr_d8 = 4.42 lr_d12 = 4.85 mlr_d12 = 4.15 MAE for 135 1wjxA lr_d8 = 4.05 mlr_d8 = 3.23 lr_d12 = 4.13 mlr_d12 = 3.61 MAE for 136 1wkcA lr_d8 = 2.16 mlr_d8 = 2.30 lr_d12 = 2.03 mlr_d12 = 2.16 MAE for 137 1xdzA lr_d8 = 3.26 mlr_d8 = 2.89 lr_d12 = 3.06 mlr_d12 = 2.79 MAE for 138 1xffA lr_d8 = 2.22 mlr_d8 = 2.04 lr_d12 = 2.17 mlr_d12 = 1.97 MAE for 139 1xkrA lr_d8 = 6.13 mlr_d8 = 5.22 lr_d12 = 5.99 mlr_d12 = 5.39 MAE for 140 2arcA lr_d8 = 6.49 mlr_d8 = 6.12 lr_d12 = 6.30 mlr_d12 = 5.87 MAE for 141 2cuaA lr_d8 = 5.04 mlr_d8 = 4.08 lr_d12 = 4.94 mlr_d12 = 4.11 MAE for 142 2hs1A lr_d8 = 11.06 mlr_d8 = 10.03 lr_d12 = 11.07 mlr_d12 = 9.98 MAE for 143 2mhrA lr_d8 = 3.79 mlr_d8 = 3.45 lr_d12 = 2.50 mlr_d12 = 2.42 MAE for 144 2phyA lr_d8 = 8.43 mlr_d8 = 5.91 lr_d12 = 6.05 mlr_d12 = 5.21 MAE for 145 2tpsA lr_d8 = 3.42 mlr_d8 = 2.64 lr_d12 = 3.43 mlr_d12 = 2.86 MAE for 146 2vxnA lr_d8 = 2.27 mlr_d8 = 2.23 lr_d12 = 2.26 mlr_d12 = 2.16 MAE for 147 3borA lr_d8 = 1.92 mlr_d8 = 2.08 lr_d12 = 1.97 mlr_d12 = 2.06 MAE for 148 3dqgA lr_d8 = 4.40 mlr_d8 = 3.71 lr_d12 = 4.57 mlr_d12 = 4.00 MAE for 149 5ptpA lr_d8 = 2.78 mlr_d8 = 2.38 lr_d12 = 2.58 mlr_d12 = 2.35 Average MAE : lr<8A = 4.0695 mlr<8A = 3.6440 lr<12A = 3.6896 mlr<12A = 3.3837 Precision for 0 - 1a3aA top_L5_lr = 0.9310 top_L_lr = 0.7448 top_Nc_lr = 0.5852 top_L5_mlr = 0.9655 top_L_mlr = 0.8552 top_Nc_mlr = 0.6431 (total_true_lr = 229 total_true_mlr = 283) Precision for 1 - 1a6mA top_L5_lr = 0.9333 top_L_lr = 0.7417 top_Nc_lr = 0.7368 top_L5_mlr = 0.9333 top_L_mlr = 0.7616 top_Nc_mlr = 0.7086 (total_true_lr = 152 total_true_mlr = 175) Precision for 2 - 1a70A top_L5_lr = 0.8947 top_L_lr = 0.7526 top_Nc_lr = 0.6589 top_L5_mlr = 0.8421 top_L_mlr = 0.8041 top_Nc_mlr = 0.6526 (total_true_lr = 129 total_true_mlr = 190) Precision for 3 - 1aapA top_L5_lr = 0.8182 top_L_lr = 0.5893 top_Nc_lr = 0.5789 top_L5_mlr = 1.0000 top_L_mlr = 0.8214 top_Nc_mlr = 0.6238 (total_true_lr = 57 total_true_mlr = 101) Precision for 4 - 1abaA top_L5_lr = 1.0000 top_L_lr = 0.7586 top_Nc_lr = 0.8101 top_L5_mlr = 1.0000 top_L_mlr = 0.8276 top_Nc_mlr = 0.7476 (total_true_lr = 79 total_true_mlr = 103) Precision for 5 - 1ag6A top_L5_lr = 0.9000 top_L_lr = 0.7576 top_Nc_lr = 0.5741 top_L5_mlr = 0.9500 top_L_mlr = 0.7778 top_Nc_mlr = 0.5817 (total_true_lr = 162 total_true_mlr = 208) Precision for 6 - 1aoeA top_L5_lr = 0.8421 top_L_lr = 0.6094 top_Nc_lr = 0.5374 top_L5_mlr = 0.8421 top_L_mlr = 0.6562 top_Nc_mlr = 0.5339 (total_true_lr = 281 total_true_mlr = 354) Precision for 7 - 1atlA top_L5_lr = 0.9250 top_L_lr = 0.6200 top_Nc_lr = 0.5250 top_L5_mlr = 0.9500 top_L_mlr = 0.7300 top_Nc_mlr = 0.5271 (total_true_lr = 320 total_true_mlr = 406) Precision for 8 - 1atzA top_L5_lr = 0.9333 top_L_lr = 0.7467 top_Nc_lr = 0.7971 top_L5_mlr = 0.9333 top_L_mlr = 0.8400 top_Nc_mlr = 0.7500 (total_true_lr = 69 total_true_mlr = 96) Precision for 9 - 1avsA top_L5_lr = 0.8750 top_L_lr = 0.2840 top_Nc_lr = 0.5789 top_L5_mlr = 1.0000 top_L_mlr = 0.4938 top_Nc_mlr = 0.6333 (total_true_lr = 38 total_true_mlr = 60) Precision for 10 - 1bdoA top_L5_lr = 0.9375 top_L_lr = 0.8375 top_Nc_lr = 0.6957 top_L5_mlr = 1.0000 top_L_mlr = 0.9500 top_Nc_mlr = 0.7365 (total_true_lr = 115 total_true_mlr = 167) Precision for 11 - 1bebA top_L5_lr = 0.9355 top_L_lr = 0.4744 top_Nc_lr = 0.3889 top_L5_mlr = 0.9355 top_L_mlr = 0.7949 top_Nc_mlr = 0.5349 (total_true_lr = 198 total_true_mlr = 301) Precision for 12 - 1behA top_L5_lr = 0.9459 top_L_lr = 0.7228 top_Nc_lr = 0.5027 top_L5_mlr = 0.9730 top_L_mlr = 0.7935 top_Nc_mlr = 0.5256 (total_true_lr = 364 total_true_mlr = 430) Precision for 13 - 1bkrA top_L5_lr = 0.7727 top_L_lr = 0.4537 top_Nc_lr = 0.5402 top_L5_mlr = 0.8636 top_L_mlr = 0.6574 top_Nc_mlr = 0.5969 (total_true_lr = 87 total_true_mlr = 129) Precision for 14 - 1brfA top_L5_lr = 0.9091 top_L_lr = 0.6038 top_Nc_lr = 0.7073 top_L5_mlr = 0.9091 top_L_mlr = 0.7170 top_Nc_mlr = 0.6667 (total_true_lr = 41 total_true_mlr = 60) Precision for 15 - 1bsgA top_L5_lr = 0.9623 top_L_lr = 0.7331 top_Nc_lr = 0.5548 top_L5_mlr = 0.9811 top_L_mlr = 0.8271 top_Nc_mlr = 0.5842 (total_true_lr = 438 total_true_mlr = 570) Precision for 16 - 1c44A top_L5_lr = 0.9600 top_L_lr = 0.6179 top_Nc_lr = 0.5120 top_L5_mlr = 1.0000 top_L_mlr = 0.7724 top_Nc_mlr = 0.5333 (total_true_lr = 166 total_true_mlr = 210) Precision for 17 - 1c52A top_L5_lr = 0.8077 top_L_lr = 0.4198 top_Nc_lr = 0.3688 top_L5_mlr = 0.8846 top_L_mlr = 0.5496 top_Nc_mlr = 0.4315 (total_true_lr = 160 total_true_mlr = 197) Precision for 18 - 1c9oA top_L5_lr = 1.0000 top_L_lr = 0.7121 top_Nc_lr = 0.6714 top_L5_mlr = 0.9231 top_L_mlr = 0.8939 top_Nc_mlr = 0.7105 (total_true_lr = 70 total_true_mlr = 114) Precision for 19 - 1cc8A top_L5_lr = 1.0000 top_L_lr = 0.9028 top_Nc_lr = 0.8523 top_L5_mlr = 1.0000 top_L_mlr = 0.8750 top_Nc_mlr = 0.7982 (total_true_lr = 88 total_true_mlr = 114) Precision for 20 - 1chdA top_L5_lr = 1.0000 top_L_lr = 0.8889 top_Nc_lr = 0.6971 top_L5_mlr = 1.0000 top_L_mlr = 0.9091 top_Nc_mlr = 0.7101 (total_true_lr = 416 total_true_mlr = 507) Precision for 21 - 1cjwA top_L5_lr = 0.9091 top_L_lr = 0.6145 top_Nc_lr = 0.5229 top_L5_mlr = 0.9394 top_L_mlr = 0.7349 top_Nc_mlr = 0.5621 (total_true_lr = 218 total_true_mlr = 306) Precision for 22 - 1ckeA top_L5_lr = 1.0000 top_L_lr = 0.7594 top_Nc_lr = 0.6498 top_L5_mlr = 1.0000 top_L_mlr = 0.7972 top_Nc_mlr = 0.6431 (total_true_lr = 297 total_true_mlr = 339) Precision for 23 - 1ctfA top_L5_lr = 1.0000 top_L_lr = 0.9118 top_Nc_lr = 0.8471 top_L5_mlr = 1.0000 top_L_mlr = 0.9559 top_Nc_mlr = 0.8095 (total_true_lr = 85 total_true_mlr = 105) Precision for 24 - 1cxyA top_L5_lr = 1.0000 top_L_lr = 0.6914 top_Nc_lr = 0.6667 top_L5_mlr = 0.9375 top_L_mlr = 0.7778 top_Nc_mlr = 0.6733 (total_true_lr = 84 total_true_mlr = 101) Precision for 25 - 1cznA top_L5_lr = 1.0000 top_L_lr = 0.8580 top_Nc_lr = 0.6108 top_L5_mlr = 1.0000 top_L_mlr = 0.8639 top_Nc_mlr = 0.5962 (total_true_lr = 316 total_true_mlr = 364) Precision for 26 - 1d0qA top_L5_lr = 0.9000 top_L_lr = 0.4608 top_Nc_lr = 0.6515 top_L5_mlr = 0.9000 top_L_mlr = 0.7059 top_Nc_mlr = 0.6379 (total_true_lr = 66 total_true_mlr = 116) Precision for 27 - 1d1qA top_L5_lr = 1.0000 top_L_lr = 0.8302 top_Nc_lr = 0.6732 top_L5_mlr = 1.0000 top_L_mlr = 0.8805 top_Nc_mlr = 0.6834 (total_true_lr = 257 total_true_mlr = 319) Precision for 28 - 1d4oA top_L5_lr = 0.9714 top_L_lr = 0.6723 top_Nc_lr = 0.4816 top_L5_mlr = 0.9714 top_L_mlr = 0.6723 top_Nc_mlr = 0.4578 (total_true_lr = 326 total_true_mlr = 367) Precision for 29 - 1dbxA top_L5_lr = 1.0000 top_L_lr = 0.8355 top_Nc_lr = 0.6667 top_L5_mlr = 1.0000 top_L_mlr = 0.8816 top_Nc_mlr = 0.6994 (total_true_lr = 270 total_true_mlr = 336) Precision for 30 - 1dixA top_L5_lr = 0.9524 top_L_lr = 0.5433 top_Nc_lr = 0.3994 top_L5_mlr = 0.9762 top_L_mlr = 0.6394 top_Nc_mlr = 0.4474 (total_true_lr = 328 total_true_mlr = 380) Precision for 31 - 1dlwA top_L5_lr = 1.0000 top_L_lr = 0.6379 top_Nc_lr = 0.6792 top_L5_mlr = 1.0000 top_L_mlr = 0.7241 top_Nc_mlr = 0.6880 (total_true_lr = 106 total_true_mlr = 125) Precision for 32 - 1dmgA top_L5_lr = 1.0000 top_L_lr = 0.6395 top_Nc_lr = 0.4812 top_L5_mlr = 1.0000 top_L_mlr = 0.7267 top_Nc_mlr = 0.4899 (total_true_lr = 239 total_true_mlr = 296) Precision for 33 - 1dqgA top_L5_lr = 0.0370 top_L_lr = 0.0896 top_Nc_lr = 0.0915 top_L5_mlr = 0.5926 top_L_mlr = 0.2910 top_Nc_mlr = 0.2329 (total_true_lr = 164 total_true_mlr = 249) Precision for 34 - 1dsxA top_L5_lr = 0.7647 top_L_lr = 0.5057 top_Nc_lr = 0.5507 top_L5_mlr = 0.7647 top_L_mlr = 0.5747 top_Nc_mlr = 0.5625 (total_true_lr = 69 total_true_mlr = 96) Precision for 35 - 1eazA top_L5_lr = 0.8571 top_L_lr = 0.4854 top_Nc_lr = 0.6087 top_L5_mlr = 1.0000 top_L_mlr = 0.8835 top_Nc_mlr = 0.7468 (total_true_lr = 69 total_true_mlr = 158) Precision for 36 - 1ej0A top_L5_lr = 1.0000 top_L_lr = 0.7389 top_Nc_lr = 0.6255 top_L5_mlr = 0.9722 top_L_mlr = 0.8611 top_Nc_mlr = 0.6693 (total_true_lr = 259 total_true_mlr = 375) Precision for 37 - 1ej8A top_L5_lr = 0.7857 top_L_lr = 0.6143 top_Nc_lr = 0.4132 top_L5_mlr = 0.8571 top_L_mlr = 0.7143 top_Nc_mlr = 0.4482 (total_true_lr = 242 total_true_mlr = 328) Precision for 38 - 1ek0A top_L5_lr = 1.0000 top_L_lr = 0.8810 top_Nc_lr = 0.7092 top_L5_mlr = 1.0000 top_L_mlr = 0.8929 top_Nc_mlr = 0.7018 (total_true_lr = 282 total_true_mlr = 342) Precision for 39 - 1f6bA top_L5_lr = 0.8571 top_L_lr = 0.6818 top_Nc_lr = 0.5808 top_L5_mlr = 0.8571 top_L_mlr = 0.6932 top_Nc_mlr = 0.5355 (total_true_lr = 260 total_true_mlr = 310) Precision for 40 - 1fcyA top_L5_lr = 0.7660 top_L_lr = 0.3814 top_Nc_lr = 0.3322 top_L5_mlr = 0.7660 top_L_mlr = 0.4449 top_Nc_mlr = 0.3650 (total_true_lr = 289 total_true_mlr = 326) Precision for 41 - 1fk5A top_L5_lr = 0.8947 top_L_lr = 0.3978 top_Nc_lr = 0.3800 top_L5_mlr = 0.8421 top_L_mlr = 0.4624 top_Nc_mlr = 0.3802 (total_true_lr = 100 total_true_mlr = 121) Precision for 42 - 1fl0A top_L5_lr = 0.8485 top_L_lr = 0.6524 top_Nc_lr = 0.4727 top_L5_mlr = 0.9091 top_L_mlr = 0.7317 top_Nc_mlr = 0.4957 (total_true_lr = 275 total_true_mlr = 351) Precision for 43 - 1fnaA top_L5_lr = 0.9444 top_L_lr = 0.7912 top_Nc_lr = 0.6480 top_L5_mlr = 0.8889 top_L_mlr = 0.7692 top_Nc_mlr = 0.6590 (total_true_lr = 125 total_true_mlr = 173) Precision for 44 - 1fqtA top_L5_lr = 0.9545 top_L_lr = 0.6881 top_Nc_lr = 0.6757 top_L5_mlr = 0.9545 top_L_mlr = 0.8716 top_Nc_mlr = 0.6617 (total_true_lr = 111 total_true_mlr = 201) Precision for 45 - 1fvgA top_L5_lr = 0.9211 top_L_lr = 0.7865 top_Nc_lr = 0.6046 top_L5_mlr = 0.9474 top_L_mlr = 0.8229 top_Nc_mlr = 0.6291 (total_true_lr = 349 total_true_mlr = 399) Precision for 46 - 1fvkA top_L5_lr = 0.8947 top_L_lr = 0.6543 top_Nc_lr = 0.5578 top_L5_mlr = 0.8684 top_L_mlr = 0.6915 top_Nc_mlr = 0.5464 (total_true_lr = 251 total_true_mlr = 280) Precision for 47 - 1fx2A top_L5_lr = 1.0000 top_L_lr = 0.5268 top_Nc_lr = 0.6129 top_L5_mlr = 1.0000 top_L_mlr = 0.6607 top_Nc_mlr = 0.6441 (total_true_lr = 93 total_true_mlr = 118) Precision for 48 - 1g2rA top_L5_lr = 0.8421 top_L_lr = 0.5745 top_Nc_lr = 0.6364 top_L5_mlr = 0.9474 top_L_mlr = 0.7021 top_Nc_mlr = 0.6480 (total_true_lr = 77 total_true_mlr = 125) Precision for 49 - 1g9oA top_L5_lr = 1.0000 top_L_lr = 0.8132 top_Nc_lr = 0.7315 top_L5_mlr = 0.9444 top_L_mlr = 0.9011 top_Nc_mlr = 0.7468 (total_true_lr = 108 total_true_mlr = 158) Precision for 50 - 1gbsA top_L5_lr = 0.8919 top_L_lr = 0.3892 top_Nc_lr = 0.3527 top_L5_mlr = 0.8919 top_L_mlr = 0.6162 top_Nc_mlr = 0.4084 (total_true_lr = 207 total_true_mlr = 311) Precision for 51 - 1gmiA top_L5_lr = 1.0000 top_L_lr = 0.8741 top_Nc_lr = 0.6864 top_L5_mlr = 1.0000 top_L_mlr = 0.9630 top_Nc_mlr = 0.7047 (total_true_lr = 220 total_true_mlr = 298) Precision for 52 - 1gmxA top_L5_lr = 0.8095 top_L_lr = 0.7009 top_Nc_lr = 0.6181 top_L5_mlr = 0.9048 top_L_mlr = 0.7757 top_Nc_mlr = 0.6330 (total_true_lr = 144 total_true_mlr = 188) Precision for 53 - 1guuA top_L5_lr = 0.6000 top_L_lr = 0.2400 top_Nc_lr = 0.6154 top_L5_mlr = 0.9000 top_L_mlr = 0.4400 top_Nc_mlr = 0.6667 (total_true_lr = 13 total_true_mlr = 30) Precision for 54 - 1gz2A top_L5_lr = 0.9286 top_L_lr = 0.7536 top_Nc_lr = 0.5946 top_L5_mlr = 0.9286 top_L_mlr = 0.7681 top_Nc_mlr = 0.5882 (total_true_lr = 222 total_true_mlr = 272) Precision for 55 - 1gzcA top_L5_lr = 0.9583 top_L_lr = 0.7950 top_Nc_lr = 0.5517 top_L5_mlr = 0.9792 top_L_mlr = 0.8243 top_Nc_mlr = 0.5524 (total_true_lr = 493 total_true_mlr = 630) Precision for 56 - 1h0pA top_L5_lr = 1.0000 top_L_lr = 0.8242 top_Nc_lr = 0.6275 top_L5_mlr = 1.0000 top_L_mlr = 0.8736 top_Nc_mlr = 0.6513 (total_true_lr = 349 total_true_mlr = 433) Precision for 57 - 1h2eA top_L5_lr = 0.9756 top_L_lr = 0.8502 top_Nc_lr = 0.7003 top_L5_mlr = 0.9756 top_L_mlr = 0.8841 top_Nc_mlr = 0.7047 (total_true_lr = 317 total_true_mlr = 403) Precision for 58 - 1h4xA top_L5_lr = 0.9545 top_L_lr = 0.7545 top_Nc_lr = 0.6850 top_L5_mlr = 0.8636 top_L_mlr = 0.7818 top_Nc_mlr = 0.6467 (total_true_lr = 127 total_true_mlr = 167) Precision for 59 - 1h98A top_L5_lr = 0.8000 top_L_lr = 0.4545 top_Nc_lr = 0.4205 top_L5_mlr = 0.8000 top_L_mlr = 0.4286 top_Nc_mlr = 0.3947 (total_true_lr = 88 total_true_mlr = 114) Precision for 60 - 1hdoA top_L5_lr = 1.0000 top_L_lr = 0.8341 top_Nc_lr = 0.6761 top_L5_mlr = 1.0000 top_L_mlr = 0.8780 top_Nc_mlr = 0.6884 (total_true_lr = 352 total_true_mlr = 475) Precision for 61 - 1hfcA top_L5_lr = 0.9032 top_L_lr = 0.5478 top_Nc_lr = 0.4196 top_L5_mlr = 0.9355 top_L_mlr = 0.6433 top_Nc_mlr = 0.4460 (total_true_lr = 224 total_true_mlr = 278) Precision for 62 - 1hh8A top_L5_lr = 0.7368 top_L_lr = 0.3229 top_Nc_lr = 0.3488 top_L5_mlr = 0.9737 top_L_mlr = 0.6146 top_Nc_mlr = 0.4908 (total_true_lr = 172 total_true_mlr = 271) Precision for 63 - 1htwA top_L5_lr = 0.9688 top_L_lr = 0.7658 top_Nc_lr = 0.6351 top_L5_mlr = 1.0000 top_L_mlr = 0.8291 top_Nc_mlr = 0.6105 (total_true_lr = 222 total_true_mlr = 285) Precision for 64 - 1hxnA top_L5_lr = 0.5952 top_L_lr = 0.2095 top_Nc_lr = 0.1973 top_L5_mlr = 0.9762 top_L_mlr = 0.5095 top_Nc_mlr = 0.3416 (total_true_lr = 223 total_true_mlr = 401) Precision for 65 - 1i1jA top_L5_lr = 0.9524 top_L_lr = 0.5566 top_Nc_lr = 0.4038 top_L5_mlr = 1.0000 top_L_mlr = 0.8962 top_Nc_mlr = 0.5616 (total_true_lr = 156 total_true_mlr = 219) Precision for 66 - 1i1nA top_L5_lr = 1.0000 top_L_lr = 0.6920 top_Nc_lr = 0.5305 top_L5_mlr = 1.0000 top_L_mlr = 0.8393 top_Nc_mlr = 0.6132 (total_true_lr = 328 total_true_mlr = 486) Precision for 67 - 1i4jA top_L5_lr = 1.0000 top_L_lr = 0.8818 top_Nc_lr = 0.7500 top_L5_mlr = 1.0000 top_L_mlr = 0.9545 top_Nc_mlr = 0.7659 (total_true_lr = 164 total_true_mlr = 205) Precision for 68 - 1i58A top_L5_lr = 0.8421 top_L_lr = 0.6243 top_Nc_lr = 0.5588 top_L5_mlr = 0.8947 top_L_mlr = 0.7513 top_Nc_mlr = 0.5933 (total_true_lr = 238 total_true_mlr = 300) Precision for 69 - 1i5gA top_L5_lr = 0.8276 top_L_lr = 0.5694 top_Nc_lr = 0.5026 top_L5_mlr = 0.7931 top_L_mlr = 0.5764 top_Nc_mlr = 0.4320 (total_true_lr = 189 total_true_mlr = 250) Precision for 70 - 1i71A top_L5_lr = 0.8824 top_L_lr = 0.6627 top_Nc_lr = 0.5660 top_L5_mlr = 0.8824 top_L_mlr = 0.7108 top_Nc_mlr = 0.5714 (total_true_lr = 106 total_true_mlr = 133) Precision for 71 - 1ihzA top_L5_lr = 0.8889 top_L_lr = 0.7279 top_Nc_lr = 0.6409 top_L5_mlr = 0.9630 top_L_mlr = 0.8382 top_Nc_mlr = 0.6827 (total_true_lr = 181 total_true_mlr = 249) Precision for 72 - 1iibA top_L5_lr = 1.0000 top_L_lr = 0.7961 top_Nc_lr = 0.7619 top_L5_mlr = 1.0000 top_L_mlr = 0.8641 top_Nc_mlr = 0.7790 (total_true_lr = 126 total_true_mlr = 181) Precision for 73 - 1im5A top_L5_lr = 0.8333 top_L_lr = 0.7933 top_Nc_lr = 0.5714 top_L5_mlr = 0.8889 top_L_mlr = 0.7877 top_Nc_mlr = 0.5526 (total_true_lr = 329 total_true_mlr = 371) Precision for 74 - 1iwdA top_L5_lr = 0.9070 top_L_lr = 0.7488 top_Nc_lr = 0.5643 top_L5_mlr = 0.9535 top_L_mlr = 0.8372 top_Nc_mlr = 0.5813 (total_true_lr = 381 total_true_mlr = 480) Precision for 75 - 1j3aA top_L5_lr = 1.0000 top_L_lr = 0.7597 top_Nc_lr = 0.5634 top_L5_mlr = 1.0000 top_L_mlr = 0.7829 top_Nc_mlr = 0.5708 (total_true_lr = 213 total_true_mlr = 226) Precision for 76 - 1jbeA top_L5_lr = 0.9600 top_L_lr = 0.7143 top_Nc_lr = 0.7143 top_L5_mlr = 1.0000 top_L_mlr = 0.8254 top_Nc_mlr = 0.7311 (total_true_lr = 147 total_true_mlr = 212) Precision for 77 - 1jbkA top_L5_lr = 0.8947 top_L_lr = 0.6667 top_Nc_lr = 0.5358 top_L5_mlr = 0.8947 top_L_mlr = 0.6825 top_Nc_mlr = 0.5241 (total_true_lr = 293 total_true_mlr = 311) Precision for 78 - 1jfuA top_L5_lr = 0.8000 top_L_lr = 0.6648 top_Nc_lr = 0.5534 top_L5_mlr = 0.8571 top_L_mlr = 0.6989 top_Nc_mlr = 0.5495 (total_true_lr = 309 total_true_mlr = 364) Precision for 79 - 1jfxA top_L5_lr = 0.9535 top_L_lr = 0.7465 top_Nc_lr = 0.6197 top_L5_mlr = 1.0000 top_L_mlr = 0.8433 top_Nc_mlr = 0.6569 (total_true_lr = 355 total_true_mlr = 478) Precision for 80 - 1jkxA top_L5_lr = 0.9762 top_L_lr = 0.8565 top_Nc_lr = 0.7007 top_L5_mlr = 1.0000 top_L_mlr = 0.8995 top_Nc_mlr = 0.7280 (total_true_lr = 294 total_true_mlr = 397) Precision for 81 - 1jl1A top_L5_lr = 0.9667 top_L_lr = 0.8750 top_Nc_lr = 0.6955 top_L5_mlr = 1.0000 top_L_mlr = 0.9145 top_Nc_mlr = 0.7311 (total_true_lr = 243 total_true_mlr = 305) Precision for 82 - 1jo0A top_L5_lr = 0.8947 top_L_lr = 0.6701 top_Nc_lr = 0.6111 top_L5_mlr = 1.0000 top_L_mlr = 0.7629 top_Nc_mlr = 0.6565 (total_true_lr = 108 total_true_mlr = 131) Precision for 83 - 1jo8A top_L5_lr = 0.9167 top_L_lr = 0.5517 top_Nc_lr = 0.6304 top_L5_mlr = 1.0000 top_L_mlr = 0.9483 top_Nc_mlr = 0.8041 (total_true_lr = 46 total_true_mlr = 97) Precision for 84 - 1josA top_L5_lr = 0.9500 top_L_lr = 0.7500 top_Nc_lr = 0.7238 top_L5_mlr = 1.0000 top_L_mlr = 0.9000 top_Nc_mlr = 0.7603 (total_true_lr = 105 total_true_mlr = 146) Precision for 85 - 1jvwA top_L5_lr = 0.9688 top_L_lr = 0.8375 top_Nc_lr = 0.7119 top_L5_mlr = 0.9688 top_L_mlr = 0.9125 top_Nc_mlr = 0.7349 (total_true_lr = 243 total_true_mlr = 298) Precision for 86 - 1jwqA top_L5_lr = 1.0000 top_L_lr = 0.9330 top_Nc_lr = 0.7762 top_L5_mlr = 1.0000 top_L_mlr = 0.9553 top_Nc_mlr = 0.7634 (total_true_lr = 362 total_true_mlr = 410) Precision for 87 - 1jyhA top_L5_lr = 0.9355 top_L_lr = 0.8581 top_Nc_lr = 0.7522 top_L5_mlr = 0.9677 top_L_mlr = 0.8516 top_Nc_mlr = 0.7483 (total_true_lr = 230 total_true_mlr = 286) Precision for 88 - 1k6kA top_L5_lr = 0.9643 top_L_lr = 0.7042 top_Nc_lr = 0.6532 top_L5_mlr = 1.0000 top_L_mlr = 0.8028 top_Nc_mlr = 0.6699 (total_true_lr = 173 total_true_mlr = 206) Precision for 89 - 1k7cA top_L5_lr = 0.9362 top_L_lr = 0.8026 top_Nc_lr = 0.5947 top_L5_mlr = 0.9149 top_L_mlr = 0.8283 top_Nc_mlr = 0.5523 (total_true_lr = 417 total_true_mlr = 507) Precision for 90 - 1k7jA top_L5_lr = 0.9756 top_L_lr = 0.8301 top_Nc_lr = 0.6374 top_L5_mlr = 1.0000 top_L_mlr = 0.8883 top_Nc_mlr = 0.6484 (total_true_lr = 353 total_true_mlr = 455) Precision for 91 - 1kidA top_L5_lr = 0.9744 top_L_lr = 0.7617 top_Nc_lr = 0.5490 top_L5_mlr = 0.9744 top_L_mlr = 0.8031 top_Nc_mlr = 0.5770 (total_true_lr = 337 total_true_mlr = 383) Precision for 92 - 1kq6A top_L5_lr = 0.6071 top_L_lr = 0.3071 top_Nc_lr = 0.3471 top_L5_mlr = 1.0000 top_L_mlr = 0.5500 top_Nc_mlr = 0.4767 (total_true_lr = 121 total_true_mlr = 172) Precision for 93 - 1kqrA top_L5_lr = 0.9688 top_L_lr = 0.5188 top_Nc_lr = 0.3702 top_L5_mlr = 0.8750 top_L_mlr = 0.6500 top_Nc_mlr = 0.4016 (total_true_lr = 262 total_true_mlr = 376) Precision for 94 - 1ktgA top_L5_lr = 0.7407 top_L_lr = 0.6934 top_Nc_lr = 0.6103 top_L5_mlr = 0.7778 top_L_mlr = 0.6204 top_Nc_mlr = 0.5512 (total_true_lr = 213 total_true_mlr = 254) Precision for 95 - 1ku3A top_L5_lr = 0.7500 top_L_lr = 0.3279 top_Nc_lr = 0.5172 top_L5_mlr = 0.6667 top_L_mlr = 0.3279 top_Nc_mlr = 0.4595 (total_true_lr = 29 total_true_mlr = 37) Precision for 96 - 1kw4A top_L5_lr = 0.8571 top_L_lr = 0.4286 top_Nc_lr = 0.5227 top_L5_mlr = 1.0000 top_L_mlr = 0.5000 top_Nc_mlr = 0.5385 (total_true_lr = 44 total_true_mlr = 65) Precision for 97 - 1lm4A top_L5_lr = 0.8421 top_L_lr = 0.5926 top_Nc_lr = 0.4585 top_L5_mlr = 0.8947 top_L_mlr = 0.6984 top_Nc_mlr = 0.5086 (total_true_lr = 325 total_true_mlr = 407) Precision for 98 - 1lo7A top_L5_lr = 1.0000 top_L_lr = 0.8643 top_Nc_lr = 0.7647 top_L5_mlr = 1.0000 top_L_mlr = 0.9143 top_Nc_mlr = 0.7830 (total_true_lr = 187 total_true_mlr = 235) Precision for 99 - 1lpyA top_L5_lr = 0.6875 top_L_lr = 0.3827 top_Nc_lr = 0.4569 top_L5_mlr = 0.6250 top_L_mlr = 0.4383 top_Nc_mlr = 0.4205 (total_true_lr = 116 total_true_mlr = 176) Precision for 100 - 1m4jA top_L5_lr = 0.7407 top_L_lr = 0.5489 top_Nc_lr = 0.5195 top_L5_mlr = 0.7407 top_L_mlr = 0.6241 top_Nc_mlr = 0.5395 (total_true_lr = 154 total_true_mlr = 215) Precision for 101 - 1m8aA top_L5_lr = 0.7500 top_L_lr = 0.3443 top_Nc_lr = 0.4474 top_L5_mlr = 1.0000 top_L_mlr = 0.7049 top_Nc_mlr = 0.6250 (total_true_lr = 38 total_true_mlr = 72) Precision for 102 - 1mk0A top_L5_lr = 0.9474 top_L_lr = 0.5979 top_Nc_lr = 0.5943 top_L5_mlr = 1.0000 top_L_mlr = 0.7113 top_Nc_mlr = 0.6040 (total_true_lr = 106 total_true_mlr = 149) Precision for 103 - 1mugA top_L5_lr = 0.9697 top_L_lr = 0.7758 top_Nc_lr = 0.6255 top_L5_mlr = 0.9394 top_L_mlr = 0.8000 top_Nc_mlr = 0.5615 (total_true_lr = 251 total_true_mlr = 301) Precision for 104 - 1nb9A top_L5_lr = 0.9655 top_L_lr = 0.7347 top_Nc_lr = 0.6078 top_L5_mlr = 1.0000 top_L_mlr = 0.8367 top_Nc_mlr = 0.6779 (total_true_lr = 204 total_true_mlr = 267) Precision for 105 - 1ne2A top_L5_lr = 0.9143 top_L_lr = 0.4659 top_Nc_lr = 0.3682 top_L5_mlr = 1.0000 top_L_mlr = 0.7386 top_Nc_mlr = 0.4185 (total_true_lr = 239 total_true_mlr = 399) Precision for 106 - 1npsA top_L5_lr = 1.0000 top_L_lr = 0.6250 top_Nc_lr = 0.5294 top_L5_mlr = 1.0000 top_L_mlr = 0.7614 top_Nc_mlr = 0.5337 (total_true_lr = 136 total_true_mlr = 178) Precision for 107 - 1nrvA top_L5_lr = 0.6500 top_L_lr = 0.3700 top_Nc_lr = 0.3736 top_L5_mlr = 1.0000 top_L_mlr = 0.6300 top_Nc_mlr = 0.4726 (total_true_lr = 91 total_true_mlr = 146) Precision for 108 - 1ny1A top_L5_lr = 0.9149 top_L_lr = 0.7830 top_Nc_lr = 0.5601 top_L5_mlr = 0.8936 top_L_mlr = 0.8170 top_Nc_mlr = 0.5761 (total_true_lr = 416 total_true_mlr = 486) Precision for 109 - 1o1zA top_L5_lr = 0.9778 top_L_lr = 0.8230 top_Nc_lr = 0.6952 top_L5_mlr = 1.0000 top_L_mlr = 0.8761 top_Nc_mlr = 0.6960 (total_true_lr = 292 total_true_mlr = 421) Precision for 110 - 1p90A top_L5_lr = 0.9600 top_L_lr = 0.6260 top_Nc_lr = 0.5870 top_L5_mlr = 1.0000 top_L_mlr = 0.8618 top_Nc_mlr = 0.6667 (total_true_lr = 138 total_true_mlr = 219) Precision for 111 - 1pchA top_L5_lr = 1.0000 top_L_lr = 0.8523 top_Nc_lr = 0.7239 top_L5_mlr = 1.0000 top_L_mlr = 0.8864 top_Nc_mlr = 0.6968 (total_true_lr = 134 total_true_mlr = 155) Precision for 112 - 1pkoA top_L5_lr = 1.0000 top_L_lr = 0.8226 top_Nc_lr = 0.6532 top_L5_mlr = 1.0000 top_L_mlr = 0.8871 top_Nc_mlr = 0.6462 (total_true_lr = 173 total_true_mlr = 260) Precision for 113 - 1qf9A top_L5_lr = 0.9744 top_L_lr = 0.7577 top_Nc_lr = 0.6544 top_L5_mlr = 0.9744 top_L_mlr = 0.7784 top_Nc_mlr = 0.6426 (total_true_lr = 272 total_true_mlr = 305) Precision for 114 - 1qjpA top_L5_lr = 1.0000 top_L_lr = 0.7883 top_Nc_lr = 0.6842 top_L5_mlr = 1.0000 top_L_mlr = 0.9708 top_Nc_mlr = 0.7649 (total_true_lr = 171 total_true_mlr = 319) Precision for 115 - 1ql0A top_L5_lr = 0.9167 top_L_lr = 0.5394 top_Nc_lr = 0.3898 top_L5_mlr = 0.9167 top_L_mlr = 0.7054 top_Nc_mlr = 0.4527 (total_true_lr = 431 total_true_mlr = 550) Precision for 116 - 1r26A top_L5_lr = 1.0000 top_L_lr = 0.7522 top_Nc_lr = 0.6806 top_L5_mlr = 0.9130 top_L_mlr = 0.7788 top_Nc_mlr = 0.6607 (total_true_lr = 144 total_true_mlr = 168) Precision for 117 - 1roaA top_L5_lr = 0.9091 top_L_lr = 0.7027 top_Nc_lr = 0.6327 top_L5_mlr = 1.0000 top_L_mlr = 0.9009 top_Nc_mlr = 0.6986 (total_true_lr = 147 total_true_mlr = 209) Precision for 118 - 1rw1A top_L5_lr = 0.9130 top_L_lr = 0.7281 top_Nc_lr = 0.7200 top_L5_mlr = 0.9130 top_L_mlr = 0.7719 top_Nc_mlr = 0.7067 (total_true_lr = 125 total_true_mlr = 150) Precision for 119 - 1rw7A top_L5_lr = 1.0000 top_L_lr = 0.8638 top_Nc_lr = 0.6272 top_L5_mlr = 1.0000 top_L_mlr = 0.8809 top_Nc_mlr = 0.6167 (total_true_lr = 456 total_true_mlr = 527) Precision for 120 - 1rybA top_L5_lr = 0.9730 top_L_lr = 0.8656 top_Nc_lr = 0.7316 top_L5_mlr = 0.9730 top_L_mlr = 0.8656 top_Nc_mlr = 0.7054 (total_true_lr = 313 total_true_mlr = 387) Precision for 121 - 1smxA top_L5_lr = 1.0000 top_L_lr = 0.6207 top_Nc_lr = 0.6353 top_L5_mlr = 1.0000 top_L_mlr = 0.8161 top_Nc_mlr = 0.6250 (total_true_lr = 85 total_true_mlr = 136) Precision for 122 - 1svyA top_L5_lr = 0.9500 top_L_lr = 0.6139 top_Nc_lr = 0.5113 top_L5_mlr = 1.0000 top_L_mlr = 0.7822 top_Nc_mlr = 0.5722 (total_true_lr = 133 total_true_mlr = 187) Precision for 123 - 1t8kA top_L5_lr = 1.0000 top_L_lr = 0.5974 top_Nc_lr = 0.7321 top_L5_mlr = 0.9333 top_L_mlr = 0.6494 top_Nc_mlr = 0.6410 (total_true_lr = 56 total_true_mlr = 78) Precision for 124 - 1tifA top_L5_lr = 0.7333 top_L_lr = 0.4079 top_Nc_lr = 0.4423 top_L5_mlr = 1.0000 top_L_mlr = 0.6447 top_Nc_mlr = 0.6000 (total_true_lr = 52 total_true_mlr = 90) Precision for 125 - 1tqgA top_L5_lr = 1.0000 top_L_lr = 0.5905 top_Nc_lr = 0.7143 top_L5_mlr = 1.0000 top_L_mlr = 0.7714 top_Nc_mlr = 0.7788 (total_true_lr = 77 total_true_mlr = 104) Precision for 126 - 1tqhA top_L5_lr = 0.9375 top_L_lr = 0.8140 top_Nc_lr = 0.6443 top_L5_mlr = 0.9792 top_L_mlr = 0.8760 top_Nc_mlr = 0.6503 (total_true_lr = 388 total_true_mlr = 489) Precision for 127 - 1tzvA top_L5_lr = 1.0000 top_L_lr = 0.6312 top_Nc_lr = 0.6720 top_L5_mlr = 1.0000 top_L_mlr = 0.7660 top_Nc_mlr = 0.7073 (total_true_lr = 125 total_true_mlr = 164) Precision for 128 - 1vfyA top_L5_lr = 1.0000 top_L_lr = 0.4328 top_Nc_lr = 0.6216 top_L5_mlr = 1.0000 top_L_mlr = 0.6269 top_Nc_mlr = 0.5875 (total_true_lr = 37 total_true_mlr = 80) Precision for 129 - 1vhuA top_L5_lr = 1.0000 top_L_lr = 0.8438 top_Nc_lr = 0.6431 top_L5_mlr = 1.0000 top_L_mlr = 0.8646 top_Nc_mlr = 0.6359 (total_true_lr = 325 total_true_mlr = 412) Precision for 130 - 1vjkA top_L5_lr = 1.0000 top_L_lr = 0.8621 top_Nc_lr = 0.7624 top_L5_mlr = 1.0000 top_L_mlr = 0.9425 top_Nc_mlr = 0.7677 (total_true_lr = 101 total_true_mlr = 155) Precision for 131 - 1vmbA top_L5_lr = 1.0000 top_L_lr = 0.8598 top_Nc_lr = 0.7415 top_L5_mlr = 1.0000 top_L_mlr = 0.8692 top_Nc_mlr = 0.7637 (total_true_lr = 147 total_true_mlr = 182) Precision for 132 - 1vp6A top_L5_lr = 1.0000 top_L_lr = 0.8872 top_Nc_lr = 0.7426 top_L5_mlr = 0.9630 top_L_mlr = 0.8872 top_Nc_mlr = 0.7593 (total_true_lr = 202 total_true_mlr = 241) Precision for 133 - 1w0hA top_L5_lr = 0.9500 top_L_lr = 0.6900 top_Nc_lr = 0.5629 top_L5_mlr = 1.0000 top_L_mlr = 0.8000 top_Nc_mlr = 0.6160 (total_true_lr = 302 total_true_mlr = 375) Precision for 134 - 1whiA top_L5_lr = 0.8333 top_L_lr = 0.5164 top_Nc_lr = 0.4444 top_L5_mlr = 0.9167 top_L_mlr = 0.8033 top_Nc_mlr = 0.5216 (total_true_lr = 162 total_true_mlr = 278) Precision for 135 - 1wjxA top_L5_lr = 0.9545 top_L_lr = 0.7143 top_Nc_lr = 0.6096 top_L5_mlr = 1.0000 top_L_mlr = 0.8839 top_Nc_mlr = 0.6683 (total_true_lr = 146 total_true_mlr = 199) Precision for 136 - 1wkcA top_L5_lr = 0.9706 top_L_lr = 0.7381 top_Nc_lr = 0.6546 top_L5_mlr = 0.9706 top_L_mlr = 0.8214 top_Nc_mlr = 0.6520 (total_true_lr = 249 total_true_mlr = 319) Precision for 137 - 1xdzA top_L5_lr = 0.9792 top_L_lr = 0.8193 top_Nc_lr = 0.6286 top_L5_mlr = 0.9583 top_L_mlr = 0.8613 top_Nc_mlr = 0.6488 (total_true_lr = 385 total_true_mlr = 484) Precision for 138 - 1xffA top_L5_lr = 0.9167 top_L_lr = 0.8361 top_Nc_lr = 0.6629 top_L5_mlr = 0.9375 top_L_mlr = 0.9076 top_Nc_mlr = 0.6818 (total_true_lr = 445 total_true_mlr = 594) Precision for 139 - 1xkrA top_L5_lr = 0.9268 top_L_lr = 0.6195 top_Nc_lr = 0.4790 top_L5_mlr = 1.0000 top_L_mlr = 0.7659 top_Nc_mlr = 0.5379 (total_true_lr = 309 total_true_mlr = 383) Precision for 140 - 2arcA top_L5_lr = 1.0000 top_L_lr = 0.6149 top_Nc_lr = 0.4198 top_L5_mlr = 1.0000 top_L_mlr = 0.7453 top_Nc_mlr = 0.4521 (total_true_lr = 262 total_true_mlr = 303) Precision for 141 - 2cuaA top_L5_lr = 0.9167 top_L_lr = 0.7459 top_Nc_lr = 0.6000 top_L5_mlr = 0.9583 top_L_mlr = 0.8525 top_Nc_mlr = 0.6591 (total_true_lr = 185 total_true_mlr = 264) Precision for 142 - 2hs1A top_L5_lr = 0.8000 top_L_lr = 0.3131 top_Nc_lr = 0.3119 top_L5_mlr = 0.7000 top_L_mlr = 0.5253 top_Nc_mlr = 0.3663 (total_true_lr = 109 total_true_mlr = 172) Precision for 143 - 2mhrA top_L5_lr = 0.8750 top_L_lr = 0.5169 top_Nc_lr = 0.5882 top_L5_mlr = 0.9167 top_L_mlr = 0.6186 top_Nc_mlr = 0.5846 (total_true_lr = 102 total_true_mlr = 130) Precision for 144 - 2phyA top_L5_lr = 0.4400 top_L_lr = 0.1840 top_Nc_lr = 0.1863 top_L5_mlr = 1.0000 top_L_mlr = 0.6480 top_Nc_mlr = 0.4573 (total_true_lr = 102 total_true_mlr = 199) Precision for 145 - 2tpsA top_L5_lr = 0.9556 top_L_lr = 0.7699 top_Nc_lr = 0.6614 top_L5_mlr = 1.0000 top_L_mlr = 0.8982 top_Nc_mlr = 0.7113 (total_true_lr = 316 total_true_mlr = 471) Precision for 146 - 2vxnA top_L5_lr = 0.9600 top_L_lr = 0.7309 top_Nc_lr = 0.6278 top_L5_mlr = 0.9600 top_L_mlr = 0.8032 top_Nc_mlr = 0.6335 (total_true_lr = 395 total_true_mlr = 502) Precision for 147 - 3borA top_L5_lr = 1.0000 top_L_lr = 0.8608 top_Nc_lr = 0.7013 top_L5_mlr = 0.9744 top_L_mlr = 0.8557 top_Nc_mlr = 0.6817 (total_true_lr = 318 total_true_mlr = 377) Precision for 148 - 3dqgA top_L5_lr = 0.8000 top_L_lr = 0.5946 top_Nc_lr = 0.5285 top_L5_mlr = 0.9000 top_L_mlr = 0.7770 top_Nc_mlr = 0.5993 (total_true_lr = 193 total_true_mlr = 277) Precision for 149 - 5ptpA top_L5_lr = 1.0000 top_L_lr = 0.8694 top_Nc_lr = 0.6674 top_L5_mlr = 0.9773 top_L_mlr = 0.8919 top_Nc_mlr = 0.6922 (total_true_lr = 445 total_true_mlr = 575) Average Precision: top_L5_lr = 91.02 top_L_lr = 66.55 top_Nc_lr = 58.73 top_L5_mlr = 94.64 top_L_mlr = 76.84 top_Nc_mlr = 61.14