bubbliiiing
tensorflow版本
楼主你好，看了你的代码，predict.py中还存在清session的代码, utils.py里面还存在错误（eg: wraning找不到），麻烦确认一下是否为tf2.0版, 还是在原来tf1.0的版本改过来的时候漏改了，谢谢！
楼主你好，果然是版本问题, 开始我在mac上跑的，查了查，mac最大支持到2.0，换了个环境，就可以了，添麻烦了，多谢！
2020-07-27 11:07:26.007587: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1561] Found device 0 with properties: pciBusID: 0000:00:04.0 name: Tesla T4 computeCapability: 7.5 coreClock: 1.59GHz coreCount: 40 deviceMemorySize: 14.73GiB deviceMemoryBandwidth: 298.08GiB/s 2020-07-27 11:07:26.007629: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudart.so.10.1 2020-07-27 11:07:26.009482: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcublas.so.10 2020-07-27 11:07:26.011165: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcufft.so.10 2020-07-27 11:07:26.011528: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcurand.so.10 2020-07-27 11:07:26.013472: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcusolver.so.10 2020-07-27 11:07:26.014621: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcusparse.so.10 2020-07-27 11:07:26.018172: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudnn.so.7 2020-07-27 11:07:26.018307: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:981] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero 2020-07-27 11:07:26.018918: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:981] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero 2020-07-27 11:07:26.019461: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1703] Adding visible gpu devices: 0 2020-07-27 11:07:26.644546: I tensorflow/core/platform/profile_utils/cpu_utils.cc:102] CPU Frequency: 2200000000 Hz 2020-07-27 11:07:26.644750: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x1ce6bc0 initialized for platform Host (this does not guarantee that XLA will be used). Devices: 2020-07-27 11:07:26.644789: I tensorflow/compiler/xla/service/service.cc:176] StreamExecutor device (0): Host, Default Version 2020-07-27 11:07:26.755111: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:981] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero 2020-07-27 11:07:26.756071: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x1ce6d80 initialized for platform CUDA (this does not guarantee that XLA will be used). Devices: 2020-07-27 11:07:26.756107: I tensorflow/compiler/xla/service/service.cc:176] StreamExecutor device (0): Tesla T4, Compute Capability 7.5 2020-07-27 11:07:26.756343: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:981] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero 2020-07-27 11:07:26.757222: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1561] Found device 0 with properties: pciBusID: 0000:00:04.0 name: Tesla T4 computeCapability: 7.5 coreClock: 1.59GHz coreCount: 40 deviceMemorySize: 14.73GiB deviceMemoryBandwidth: 298.08GiB/s 2020-07-27 11:07:26.757278: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudart.so.10.1 2020-07-27 11:07:26.757346: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcublas.so.10 2020-07-27 11:07:26.757380: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcufft.so.10 2020-07-27 11:07:26.757401: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcurand.so.10 2020-07-27 11:07:26.757420: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcusolver.so.10 2020-07-27 11:07:26.757439: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcusparse.so.10 2020-07-27 11:07:26.757458: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudnn.so.7 2020-07-27 11:07:26.757537: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:981] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero 2020-07-27 11:07:26.758208: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:981] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero 2020-07-27 11:07:26.758755: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1703] Adding visible gpu devices: 0 2020-07-27 11:07:26.758805: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudart.so.10.1 2020-07-27 11:07:27.283300: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1102] Device interconnect StreamExecutor with strength 1 edge matrix: 2020-07-27 11:07:27.283370: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1108] 0 2020-07-27 11:07:27.283400: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1121] 0: N 2020-07-27 11:07:27.283598: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:981] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero 2020-07-27 11:07:27.284199: I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:981] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero 2020-07-27 11:07:27.284773: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1247] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 13970 MB memory) -> physical GPU (device: 0, name: Tesla T4, pci bus id: 0000:00:04.0, compute capability: 7.5) 2020-07-27 11:07:28.733087: I tensorflow/core/profiler/lib/profiler_session.cc:159] Profiler session started. 2020-07-27 11:07:28.733161: I tensorflow/core/profiler/internal/gpu/cupti_tracer.cc:1363] Profiler found 1 GPUs 2020-07-27 11:07:28.733974: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcupti.so.10.1 2020-07-27 11:07:28.835520: I tensorflow/core/profiler/internal/gpu/cupti_tracer.cc:1479] CUPTI activity buffer flushed Epoch 1/25 2020-07-27 11:07:40.762919: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudnn.so.7 2020-07-27 11:07:45.915494: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcublas.so.10 2020-07-27 11:07:51.277061: I tensorflow/core/profiler/lib/profiler_session.cc:159] Profiler session started. 1/281 [..............................] - ETA: 0s - loss: 4.00132020-07-27 11:07:51.477306: I tensorflow/core/profiler/internal/gpu/cupti_tracer.cc:1479] CUPTI activity buffer flushed 2020-07-27 11:07:51.477640: I tensorflow/core/profiler/internal/gpu/device_tracer.cc:216] GpuTracer has collected 693 callback api events and 693 activity events. 2020-07-27 11:07:51.511243: I tensorflow/core/profiler/rpc/client/save_profile.cc:168] Creating directory: logs/train/plugins/profile/2020_07_27_11_07_51 2020-07-27 11:07:51.525389: I tensorflow/core/profiler/rpc/client/save_profile.cc:174] Dumped gzipped tool data for trace.json.gz to logs/train/plugins/profile/2020_07_27_11_07_51/6abc6edfae8e.trace.json.gz 2020-07-27 11:07:51.532754: I tensorflow/core/profiler/utils/event_span.cc:288] Generation of step-events took 0.244 ms