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pl-tensorflowapp test
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| $ docker version | |
| Client: Docker Engine - Community | |
| Version: 18.09.1 | |
| API version: 1.39 | |
| Go version: go1.10.6 | |
| Git commit: 4c52b90 | |
| Built: Wed Jan 9 19:33:12 2019 | |
| OS/Arch: darwin/amd64 | |
| Experimental: false | |
| Server: Docker Engine - Community | |
| Engine: | |
| Version: 18.09.1 | |
| API version: 1.39 (minimum version 1.12) | |
| Go version: go1.10.6 | |
| Git commit: 4c52b90 | |
| Built: Wed Jan 9 19:41:49 2019 | |
| OS/Arch: linux/amd64 | |
| Experimental: false | |
| subin@SuMcPro:~/development/aicoe$ git clone https://github.com/AICoE/pl-tensorflowapp | |
| Cloning into 'pl-tensorflowapp'... | |
| remote: Enumerating objects: 6, done. | |
| remote: Counting objects: 100% (6/6), done. | |
| remote: Compressing objects: 100% (6/6), done. | |
| remote: Total 24 (delta 2), reused 4 (delta 0), pack-reused 18 | |
| Unpacking objects: 100% (24/24), done. | |
| Checking connectivity... done. | |
| subin@SuMcPro:~/development/aicoe$ | |
| subin@SuMcPro:~/development/aicoe$ | |
| subin@SuMcPro:~/development/aicoe$ cd pl-tensorflowapp/ | |
| subin@SuMcPro:~/development/aicoe/pl-tensorflowapp$ | |
| subin@SuMcPro:~/development/aicoe/pl-tensorflowapp$ ls | |
| Dockerfile LICENSE README.rst input/ requirements.txt tensorflowapp/ | |
| subin@SuMcPro:~/development/aicoe/pl-tensorflowapp$ | |
| subin@SuMcPro:~/development/aicoe/pl-tensorflowapp$ | |
| subin@SuMcPro:~/development/aicoe/pl-tensorflowapp$ ll | |
| total 40 | |
| drwxr-xr-x 10 subin staff 320B Mar 11 15:13 ./ | |
| drwxr-xr-x 66 subin staff 2.1K Mar 11 15:13 ../ | |
| drwxr-xr-x 12 subin staff 384B Mar 11 15:13 .git/ | |
| -rw-r--r-- 1 subin staff 69B Mar 11 15:13 .gitignore | |
| -rw-r--r-- 1 subin staff 338B Mar 11 15:13 Dockerfile | |
| -rw-r--r-- 1 subin staff 1.0K Mar 11 15:13 LICENSE | |
| -rw-r--r-- 1 subin staff 2.4K Mar 11 15:13 README.rst | |
| drwxr-xr-x 4 subin staff 128B Mar 11 15:13 input/ | |
| -rw-r--r-- 1 subin staff 46B Mar 11 15:13 requirements.txt | |
| drwxr-xr-x 4 subin staff 128B Mar 11 15:13 tensorflowapp/ | |
| subin@SuMcPro:~/development/aicoe/pl-tensorflowapp$ mkdir -p input && mkdir -p output | |
| subin@SuMcPro:~/development/aicoe/pl-tensorflowapp$ | |
| subin@SuMcPro:~/development/aicoe/pl-tensorflowapp$ ll | |
| total 40 | |
| drwxr-xr-x 11 subin staff 352B Mar 11 15:13 ./ | |
| drwxr-xr-x 66 subin staff 2.1K Mar 11 15:13 ../ | |
| drwxr-xr-x 12 subin staff 384B Mar 11 15:13 .git/ | |
| -rw-r--r-- 1 subin staff 69B Mar 11 15:13 .gitignore | |
| -rw-r--r-- 1 subin staff 338B Mar 11 15:13 Dockerfile | |
| -rw-r--r-- 1 subin staff 1.0K Mar 11 15:13 LICENSE | |
| -rw-r--r-- 1 subin staff 2.4K Mar 11 15:13 README.rst | |
| drwxr-xr-x 4 subin staff 128B Mar 11 15:13 input/ | |
| drwxr-xr-x 2 subin staff 64B Mar 11 15:13 output/ | |
| -rw-r--r-- 1 subin staff 46B Mar 11 15:13 requirements.txt | |
| drwxr-xr-x 4 subin staff 128B Mar 11 15:13 tensorflowapp/ | |
| subin@SuMcPro:~/development/aicoe/pl-tensorflowapp$ | |
| subin@SuMcPro:~/development/aicoe/pl-tensorflowapp$ | |
| subin@SuMcPro:~/development/aicoe/pl-tensorflowapp$ docker run --rm -v $(pwd)/input:/incoming -v $(pwd)/output:/outgoing \ | |
| > submod/pl-tensorflowapp tensorflowapp.py \ | |
| > --prefix mnist- \ | |
| > /incoming /outgoing | |
| docker: Cannot connect to the Docker daemon at unix:///var/run/docker.sock. Is the docker daemon running?. | |
| See 'docker run --help'. | |
| subin@SuMcPro:~/development/aicoe/pl-tensorflowapp$ docker run --rm -v $(pwd)/input:/incoming -v $(pwd)/output:/outgoing submod/pl-tensorflowapp tensorflowapp.py --prefix mnist- /incoming /outgoing | |
| Unable to find image 'submod/pl-tensorflowapp:latest' locally | |
| latest: Pulling from submod/pl-tensorflowapp | |
| c64513b74145: Already exists | |
| 01b8b12bad90: Already exists | |
| c5d85cf7a05f: Already exists | |
| b6b268720157: Already exists | |
| e12192999ff1: Already exists | |
| eb0e09a9c628: Already exists | |
| 6f0418f6c539: Pull complete | |
| ed7170cb8341: Pull complete | |
| edcc0a29860a: Pull complete | |
| Digest: sha256:57acc627e4f3e61f66854e55c88c7ebef806cb2c5b2f5127606b1711d3042dca | |
| Status: Downloaded newer image for submod/pl-tensorflowapp:latest | |
| WARNING:tensorflow:From tensorflowapp.py:78: read_data_sets (from tensorflow.contrib.learn.python.learn.datasets.mnist) is deprecated and will be removed in a future version. | |
| Instructions for updating: | |
| Please use alternatives such as official/mnist/dataset.py from tensorflow/models. | |
| WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/tensorflow/contrib/learn/python/learn/datasets/mnist.py:260: maybe_download (from tensorflow.contrib.learn.python.learn.datasets.base) is deprecated and will be removed in a future version. | |
| Instructions for updating: | |
| Please write your own downloading logic. | |
| WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/tensorflow/contrib/learn/python/learn/datasets/mnist.py:262: extract_images (from tensorflow.contrib.learn.python.learn.datasets.mnist) is deprecated and will be removed in a future version. | |
| Instructions for updating: | |
| Please use tf.data to implement this functionality. | |
| WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/tensorflow/contrib/learn/python/learn/datasets/mnist.py:267: extract_labels (from tensorflow.contrib.learn.python.learn.datasets.mnist) is deprecated and will be removed in a future version. | |
| Instructions for updating: | |
| Please use tf.data to implement this functionality. | |
| WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/tensorflow/contrib/learn/python/learn/datasets/mnist.py:110: dense_to_one_hot (from tensorflow.contrib.learn.python.learn.datasets.mnist) is deprecated and will be removed in a future version. | |
| Instructions for updating: | |
| Please use tf.one_hot on tensors. | |
| WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/tensorflow/contrib/learn/python/learn/datasets/mnist.py:290: DataSet.__init__ (from tensorflow.contrib.learn.python.learn.datasets.mnist) is deprecated and will be removed in a future version. | |
| Instructions for updating: | |
| Please use alternatives such as official/mnist/dataset.py from tensorflow/models. | |
| WARNING:tensorflow:From tensorflowapp.py:91: softmax_cross_entropy_with_logits (from tensorflow.python.ops.nn_ops) is deprecated and will be removed in a future version. | |
| Instructions for updating: | |
| Future major versions of TensorFlow will allow gradients to flow | |
| into the labels input on backprop by default. | |
| See `tf.nn.softmax_cross_entropy_with_logits_v2`. | |
| 2019-03-11 19:16:33.228728: I tensorflow/core/platform/cpu_feature_guard.cc:141] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2 FMA | |
| 2019-03-11 19:16:34.707096: W tensorflow/core/framework/allocator.cc:122] Allocation of 31360000 exceeds 10% of system memory. | |
| Extracting /incoming/data/train-images-idx3-ubyte.gz | |
| Extracting /incoming/data/train-labels-idx1-ubyte.gz | |
| Extracting /incoming/data/t10k-images-idx3-ubyte.gz | |
| Extracting /incoming/data/t10k-labels-idx1-ubyte.gz | |
| Step 0, training batch accuracy 14 % | |
| Step 100, training batch accuracy 87 % | |
| Step 200, training batch accuracy 82 % | |
| Step 300, training batch accuracy 83 % | |
| Step 400, training batch accuracy 88 % | |
| Step 500, training batch accuracy 85 % | |
| Step 600, training batch accuracy 88 % | |
| Step 700, training batch accuracy 93 % | |
| Step 800, training batch accuracy 89 % | |
| Step 900, training batch accuracy 84 % | |
| Test accuracy: 89.5799994468689 | |
| Creating new file... /outgoing/mnist-accuracy | |
| subin@SuMcPro:~/development/aicoe/pl-tensorflowapp$ | |
| subin@SuMcPro:~/development/aicoe/pl-tensorflowapp$ | |
| subin@SuMcPro:~/development/aicoe/pl-tensorflowapp$ | |
| subin@SuMcPro:~/development/aicoe/pl-tensorflowapp$ | |
| subin@SuMcPro:~/development/aicoe/pl-tensorflowapp$ | |
| subin@SuMcPro:~/development/aicoe/pl-tensorflowapp$ docker run --rm -v $(pwd)/input:/incoming -v $(pwd)/output:/outgoing \ | |
| > submod/pl-tensorflowapp tensorflowapp.py \ | |
| > --prefix mnist- \ | |
| > --inference_path /incoming/test/test.png \ | |
| > /incoming /outgoing | |
| WARNING:tensorflow:From tensorflowapp.py:78: read_data_sets (from tensorflow.contrib.learn.python.learn.datasets.mnist) is deprecated and will be removed in a future version. | |
| Instructions for updating: | |
| Please use alternatives such as official/mnist/dataset.py from tensorflow/models. | |
| WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/tensorflow/contrib/learn/python/learn/datasets/mnist.py:260: maybe_download (from tensorflow.contrib.learn.python.learn.datasets.base) is deprecated and will be removed in a future version. | |
| Instructions for updating: | |
| Please write your own downloading logic. | |
| WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/tensorflow/contrib/learn/python/learn/datasets/mnist.py:262: extract_images (from tensorflow.contrib.learn.python.learn.datasets.mnist) is deprecated and will be removed in a future version. | |
| Instructions for updating: | |
| Please use tf.data to implement this functionality. | |
| WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/tensorflow/contrib/learn/python/learn/datasets/mnist.py:267: extract_labels (from tensorflow.contrib.learn.python.learn.datasets.mnist) is deprecated and will be removed in a future version. | |
| Instructions for updating: | |
| Please use tf.data to implement this functionality. | |
| WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/tensorflow/contrib/learn/python/learn/datasets/mnist.py:110: dense_to_one_hot (from tensorflow.contrib.learn.python.learn.datasets.mnist) is deprecated and will be removed in a future version. | |
| Instructions for updating: | |
| Please use tf.one_hot on tensors. | |
| WARNING:tensorflow:From /usr/local/lib/python3.6/dist-packages/tensorflow/contrib/learn/python/learn/datasets/mnist.py:290: DataSet.__init__ (from tensorflow.contrib.learn.python.learn.datasets.mnist) is deprecated and will be removed in a future version. | |
| Instructions for updating: | |
| Please use alternatives such as official/mnist/dataset.py from tensorflow/models. | |
| WARNING:tensorflow:From tensorflowapp.py:91: softmax_cross_entropy_with_logits (from tensorflow.python.ops.nn_ops) is deprecated and will be removed in a future version. | |
| Instructions for updating: | |
| Future major versions of TensorFlow will allow gradients to flow | |
| into the labels input on backprop by default. | |
| See `tf.nn.softmax_cross_entropy_with_logits_v2`. | |
| 2019-03-11 19:16:56.680428: I tensorflow/core/platform/cpu_feature_guard.cc:141] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2 FMA | |
| 2019-03-11 19:16:58.165580: W tensorflow/core/framework/allocator.cc:122] Allocation of 31360000 exceeds 10% of system memory. | |
| Test Image shape: (1, 784) | |
| Extracting /incoming/data/train-images-idx3-ubyte.gz | |
| Extracting /incoming/data/train-labels-idx1-ubyte.gz | |
| Extracting /incoming/data/t10k-images-idx3-ubyte.gz | |
| Extracting /incoming/data/t10k-labels-idx1-ubyte.gz | |
| Step 0, training batch accuracy 7 % | |
| Step 100, training batch accuracy 80 % | |
| Step 200, training batch accuracy 86 % | |
| Step 300, training batch accuracy 91 % | |
| Step 400, training batch accuracy 86 % | |
| Step 500, training batch accuracy 89 % | |
| Step 600, training batch accuracy 88 % | |
| Step 700, training batch accuracy 94 % | |
| Step 800, training batch accuracy 91 % | |
| Step 900, training batch accuracy 83 % | |
| Test accuracy: 89.89999890327454 | |
| Creating new file... /outgoing/mnist-accuracy | |
| Inference value of test Image is : 7 | |
| Creating new file... /outgoing/mnist-inference | |
| subin@SuMcPro:~/development/aicoe/pl-tensorflowapp$ | |
| subin@SuMcPro:~/development/aicoe/pl-tensorflowapp$ | |
| subin@SuMcPro:~/development/aicoe/pl-tensorflowapp$ |
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