魔王撒旦
I tensorflow/stream_executor/dso_loader.cc:108] successfully opened CUDA library libcublas.7.5.dylib locally I tensorflow/stream_executor/dso_loader.cc:108] successfully opened CUDA library libcudnn.5.dylib locally I tensorflow/stream_executor/dso_loader.cc:108] successfully opened CUDA library libcufft.7.5.dylib locally I tensorflow/stream_executor/dso_loader.cc:108] successfully opened CUDA library libcuda.1.dylib locally I tensorflow/stream_executor/dso_loader.cc:108] successfully opened CUDA library libcurand.7.5.dylib locally Extracting data/train-images-idx3-ubyte.gz Extracting data/train-labels-idx1-ubyte.gz Extracting data/t10k-images-idx3-ubyte.gz Extracting data/t10k-labels-idx1-ubyte.gz I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:892] OS X does not support NUMA - returning NUMA node zero I tensorflow/core/common_runtime/gpu/gpu_init.cc:102] Found device 0 with properties: name: GeForce GT 650M major: 3 minor: 0 memoryClockRate (GHz) 0.9 pciBusID 0000:01:00.0 Total memory: 1023.69MiB Free memory: 775.96MiB I tensorflow/core/common_runtime/gpu/gpu_init.cc:126] DMA: 0 I tensorflow/core/common_runtime/gpu/gpu_init.cc:136] 0: Y I tensorflow/core/common_runtime/gpu/gpu_device.cc:841] Creating TensorFlow device (/gpu:0) -> (device: 0, name: GeForce GT 650M, pci bus id: 0000:01:00.0) Initialized! Step 0 (epoch 0.00), 16.9 ms Minibatch loss: 12.054, learning rate: 0.010000 Minibatch error: 90.6% Validation error: 84.6% Step 100 (epoch 0.12), 63.9 ms Minibatch loss: 3.297, learning rate: 0.010000 Minibatch error: 6.2% Validation error: 7.5% Step 200 (epoch 0.23), 61.0 ms Minibatch loss: 3.468, learning rate: 0.010000 Minibatch error: 14.1% Validation error: 3.9% Step 300 (epoch 0.35), 61.0 ms Minibatch loss: 3.211, learning rate: 0.010000 Minibatch error: 6.2% Validation error: 3.3% Step 400 (epoch 0.47), 61.1 ms Minibatch loss: 3.225, learning rate: 0.010000 Minibatch error: 10.9% Validation error: 2.7% Step 500 (epoch 0.58), 61.0 ms Minibatch loss: 3.252, learning rate: 0.010000 Minibatch error: 7.8% Validation error: 2.4% ... ... Step 7900 (epoch 9.19), 70.0 ms Minibatch loss: 1.655, learning rate: 0.006302 Minibatch error: 0.0% Validation error: 0.9% Step 8000 (epoch 9.31), 68.1 ms Minibatch loss: 1.661, learning rate: 0.006302 Minibatch error: 0.0% Validation error: 0.9% Step 8100 (epoch 9.43), 61.4 ms Minibatch loss: 1.629, learning rate: 0.006302 Minibatch error: 0.0% Validation error: 0.9% Step 8200 (epoch 9.54), 61.3 ms Minibatch loss: 1.622, learning rate: 0.006302 Minibatch error: 0.0% Validation error: 0.9% Step 8300 (epoch 9.66), 61.3 ms Minibatch loss: 1.615, learning rate: 0.006302 Minibatch error: 0.0% Validation error: 0.8% Step 8400 (epoch 9.77), 61.5 ms Minibatch loss: 1.597, learning rate: 0.006302 Minibatch error: 0.0% Validation error: 0.7% Step 8500 (epoch 9.89), 61.5 ms Minibatch loss: 1.615, learning rate: 0.006302 Minibatch error: 1.6% Validation error: 0.9% Test error: 0.8% real 535.93 user 484.78 sys 84.52
I tensorflow/stream_executor/dso_loader.cc:108] successfully opened CUDA library libcublas.so locally I tensorflow/stream_executor/dso_loader.cc:108] successfully opened CUDA library libcudnn.so locally I tensorflow/stream_executor/dso_loader.cc:108] successfully opened CUDA library libcufft.so locally I tensorflow/stream_executor/dso_loader.cc:108] successfully opened CUDA library libcuda.so.1 locally I tensorflow/stream_executor/dso_loader.cc:108] successfully opened CUDA library libcurand.so locally Extracting data/train-images-idx3-ubyte.gz Extracting data/train-labels-idx1-ubyte.gz Extracting data/t10k-images-idx3-ubyte.gz Extracting data/t10k-labels-idx1-ubyte.gz I tensorflow/stream_executor/cuda/cuda_gpu_executor.cc:925] successful NUMA node read from SysFS had negative value (-1), but there must be at least one NUMA node, so returning NUMA node zero I tensorflow/core/common_runtime/gpu/gpu_init.cc:102] Found device 0 with properties: name: GeForce GTX 1080 major: 6 minor: 1 memoryClockRate (GHz) 1.86 pciBusID 0000:01:00.0 Total memory: 7.92GiB Free memory: 7.48GiB I tensorflow/core/common_runtime/gpu/gpu_init.cc:126] DMA: 0 I tensorflow/core/common_runtime/gpu/gpu_init.cc:136] 0: Y I tensorflow/core/common_runtime/gpu/gpu_device.cc:839] Creating TensorFlow device (/gpu:0) -> (device: 0, name: GeForce GTX 1080, pci bus id: 0000:01:00.0) Initialized! Step 0 (epoch 0.00), 6.5 ms Minibatch loss: 12.054, learning rate: 0.010000 Minibatch error: 90.6% Validation error: 84.6% Step 100 (epoch 0.12), 4.9 ms Minibatch loss: 3.301, learning rate: 0.010000 Minibatch error: 4.7% Validation error: 7.4% Step 200 (epoch 0.23), 4.7 ms Minibatch loss: 3.437, learning rate: 0.010000 Minibatch error: 14.1% Validation error: 3.8% ... ... Minibatch loss: 1.629, learning rate: 0.006302 Minibatch error: 0.0% Validation error: 0.8% Step 8300 (epoch 9.66), 5.1 ms Minibatch loss: 1.609, learning rate: 0.006302 Minibatch error: 0.0% Validation error: 0.8% Step 8400 (epoch 9.77), 4.9 ms Minibatch loss: 1.596, learning rate: 0.006302 Minibatch error: 0.0% Validation error: 0.7% Step 8500 (epoch 9.89), 4.7 ms Minibatch loss: 1.616, learning rate: 0.006302 Minibatch error: 1.6% Validation error: 0.9% Test error: 0.8% real 43.38 user 52.16 sys 6.29
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