Я пытался запустить тензор потока Fast Style Transfer Code на моем ноутбуке с GTX 1060. Хотя я знаю, что это не самый быстрый графический процессор, я считаю, что этот процесс занимает очень много времени время (не выполняется после запуска в течение ночи, в то время как Google CoLab запускает его в считанные секунды). Кроме того, при просмотре отладочной информации я вижу следующее:
2020-02-09 13:18:26.045080: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1555] Found device 0 with properties:
pciBusID: 0000:01:00.0 name: GeForce GTX 1060 with Max-Q Design computeCapability: 6.1
coreClock: 1.48GHz coreCount: 10 deviceMemorySize: 6.00GiB deviceMemoryBandwidth: 178.99GiB/s
Обратите внимание, что coreCount составляет всего 10, где, как мне кажется, должно быть около 1200. Полный вывод отладки приведен ниже. Я должен также отметить, что я нахожусь в Windows 10 среде с VS Code и Python. Любая помощь будет оценена и спасибо заранее.
2020-02-09 13:18:21.670798: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudart64_101.dll
TF Version: 2.1.0
TF-Hub version: 0.7.0
Eager mode enabled: True
2020-02-09 13:18:24.911382: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library nvcuda.dll
2020-02-09 13:18:25.955358: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1555] Found device 0 with properties:
pciBusID: 0000:01:00.0 name: GeForce GTX 1060 with Max-Q Design computeCapability: 6.1
coreClock: 1.48GHz coreCount: 10 deviceMemorySize: 6.00GiB deviceMemoryBandwidth: 178.99GiB/s
2020-02-09 13:18:25.962169: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudart64_101.dll
2020-02-09 13:18:25.968911: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cublas64_10.dll
2020-02-09 13:18:25.975422: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cufft64_10.dll
2020-02-09 13:18:25.979710: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library curand64_10.dll
2020-02-09 13:18:25.987067: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cusolver64_10.dll
2020-02-09 13:18:25.993527: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cusparse64_10.dll
2020-02-09 13:18:26.009703: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudnn64_7.dll
2020-02-09 13:18:26.014061: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1697] Adding visible gpu devices: 0
GPU available: [PhysicalDevice(name='/physical_device:GPU:0', device_type='GPU')]
2020-02-09 13:18:26.039397: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2
2020-02-09 13:18:26.045080: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1555] Found device 0 with properties:
pciBusID: 0000:01:00.0 name: GeForce GTX 1060 with Max-Q Design computeCapability: 6.1
coreClock: 1.48GHz coreCount: 10 deviceMemorySize: 6.00GiB deviceMemoryBandwidth: 178.99GiB/s
2020-02-09 13:18:26.053952: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudart64_101.dll
2020-02-09 13:18:26.058453: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cublas64_10.dll
2020-02-09 13:18:26.062981: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cufft64_10.dll
2020-02-09 13:18:26.067481: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library curand64_10.dll
2020-02-09 13:18:26.073245: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cusolver64_10.dll
2020-02-09 13:18:26.077237: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cusparse64_10.dll
2020-02-09 13:18:26.081692: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudnn64_7.dll
2020-02-09 13:18:26.088670: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1697] Adding visible gpu devices: 0
2020-02-09 13:18:26.609760: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1096] Device interconnect StreamExecutor with strength 1 edge matrix:
2020-02-09 13:18:26.614612: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1102] 0
2020-02-09 13:18:26.617425: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1115] 0: N
2020-02-09 13:18:26.621370: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1241] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 4702 MB memory) -> physical GPU (device: 0, name: GeForce GTX 1060 with Max-Q Design, pci bus id: 0000:01:00.0, compute capability: 6.1)
2020-02-09 13:18:27.237241: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudnn64_7.dll