这是否表明tensorflow使用cpu而不是gpu？ :I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU 频率：1497600000 Hz

Question

我正在使用 nvidia gpu，但 tensorflow 仍在使用 cpu，尽管它可以看到 gpu

023-03-07 19:41:14.501723: I tensorflow/stream_executor/platform/default/dso_loader.cc:49]           Successfully opened dynamic library libcudart.so.10.1 
    [PhysicalDevice(name='/physical_device:GPU:0', device_type='GPU')]
    2023-03-07 19:41:15.203053: I tensorflow/compiler/jit/xla_cpu_device.cc:41] Not creating XLA     devices, tf_xla_enable_xla_devices not set
    2023-03-07 19:41:15.203588: I tensorflow/stream_executor/platform/default/dso_loader.cc:49]   Successfully opened dynamic library libcuda.so.1
    2023-03-07 19:41:15.228659: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:941]   successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA   node, so returning NUMA node zero
    2023-03-07 19:41:15.228834: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1720] Found  device 0 with properties: 
    pciBusID: 0000:02:00.0 name: NVIDIA GeForce MX110 computeCapability: 5.0
    coreClock: 1.006GHz coreCount: 2 deviceMemorySize: 1.96GiB deviceMemoryBandwidth: 37.33GiB/s
    2023-03-07 19:41:15.228852: I tensorflow/stream_executor/platform/default/dso_loader.cc:49]     Successfully opened dynamic library libcudart.so.10.1
    2023-03-07 19:41:15.229990: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublas.so.10
    2023-03-07 19:41:15.230025: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcublasLt.so.10
    2023-03-07 19:41:15.231148: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcufft.so.10
    2023-03-07 19:41:15.231351: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcurand.so.10
    2023-03-07 19:41:15.232379: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusolver.so.10
    2023-03-07 19:41:15.232920: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcusparse.so.10
    2023-03-07 19:41:15.235052: I tensorflow/stream_executor/platform/default/dso_loader.cc:49] Successfully opened dynamic library libcudnn.so.7
    2023-03-07 19:41:15.235158: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:941] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA   node, so returning NUMA node zero
    2023-03-07 19:41:15.235414: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:941] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA   node, so returning NUMA node zero
    2023-03-07 19:41:15.235533: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1862] Adding visible gpu devices: 0

    # when arriving to model.fit

    2023-03-07 19:43:41.793302: I tensorflow/compiler/mlir/mlir_graph_optimization_pass.cc:116] None of the MLIR optimization passes are enabled (registered 2)
    2023-03-07 19:43:41.811353: I tensorflow/core/platform/profile_utils/cpu_utils.cc:112] CPU  Frequency: 1497600000 Hz
    2023-03-07 19:43:41.855519: I tensorflow/stream_executor/platform/default/dso_loader.cc:49]   Successfully opened dynamic library libcublas.so.10

nvcc版本 nvcc：11.5，V11.5.119

海湾合作委员会版本 海湾合作委员会 11.3.0

• tensorflow=2.4.1 tensorflow_gpu=2.4.1 python=3.9.16 cudatoolkit=10.1.243 cudnn=7.6.5

请解决我的问题的任何解决方案。我谷歌了很长时间没有任何结果。 提前谢谢你

我尝试将我的 gpu 与 tensorflow 一起使用，但没有结果