2022-11-15 13:23:06.289058: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudart64_101.dll
(5759, 52, 1)
learning rate: 5.0e-04
num_dense_layers: 0
num_dense_nodes: 0
2022-11-15 13:23:08.709172: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library nvcuda.dll
2022-11-15 13:23:10.390434: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1555] Found device 0 with properties:
pciBusID: 0000:01:00.0 name: NVIDIA GeForce RTX 3050 Laptop GPU computeCapability: 8.6
coreClock: 1.5GHz coreCount: 16 deviceMemorySize: 4.00GiB deviceMemoryBandwidth: 178.84GiB/s
2022-11-15 13:23:10.390848: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudart64_101.dll
2022-11-15 13:23:10.411391: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cublas64_10.dll
2022-11-15 13:23:10.432926: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cufft64_10.dll
2022-11-15 13:23:10.437890: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library curand64_10.dll
2022-11-15 13:23:10.461544: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cusolver64_10.dll
2022-11-15 13:23:10.472349: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cusparse64_10.dll
2022-11-15 13:23:10.512882: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudnn64_7.dll
2022-11-15 13:23:10.513181: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1697] Adding visible gpu devices: 0
2022-11-15 13:23:10.514921: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2
2022-11-15 13:23:10.515561: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1555] Found device 0 with properties:
pciBusID: 0000:01:00.0 name: NVIDIA GeForce RTX 3050 Laptop GPU computeCapability: 8.6
coreClock: 1.5GHz coreCount: 16 deviceMemorySize: 4.00GiB deviceMemoryBandwidth: 178.84GiB/s
2022-11-15 13:23:10.515906: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudart64_101.dll
2022-11-15 13:23:10.516063: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cublas64_10.dll
2022-11-15 13:23:10.516227: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cufft64_10.dll
2022-11-15 13:23:10.516389: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library curand64_10.dll
2022-11-15 13:23:10.516552: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cusolver64_10.dll
2022-11-15 13:23:10.516692: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cusparse64_10.dll
2022-11-15 13:23:10.516820: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudnn64_7.dll
2022-11-15 13:23:10.516961: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1697] Adding visible gpu devices: 0
2022-11-15 13:23:12.544737: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1096] Device interconnect StreamExecutor with strength 1 edge matrix:
2022-11-15 13:23:12.544853: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1102] 0
2022-11-15 13:23:12.544917: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1115] 0: N
2022-11-15 13:23:12.546063: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1241] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 2916 MB memory) -> physical GPU (device: 0, name: NVIDIA GeForce RTX 3050 Laptop GPU, pci bus id: 0000:01:00.0, compute capability: 8.6)
Model: "sequential"
Layer (type) Output Shape Param #
conv1d (Conv1D) (None, 52, 64) 256
conv1d_1 (Conv1D) (None, 52, 64) 12352
conv1d_2 (Conv1D) (None, 52, 64) 12352
conv1d_3 (Conv1D) (None, 52, 64) 12352
conv1d_4 (Conv1D) (None, 52, 64) 12352
max_pooling1d (MaxPooling1D) (None, 26, 64) 0
flatten (Flatten) (None, 1664) 0
output (Dense) (None, 6) 9990
Total params: 59,654
Trainable params: 59,654
Non-trainable params: 0
Train on 4607 samples, validate on 1152 samples
Epoch 1/200
2022-11-15 13:23:13.106751: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cublas64_10.dll
2022-11-15 13:24:43.363371: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudnn64_7.dll
