add psutil for env info collection

.github/ISSUE_TEMPLATE/unexpected-problems---bugs.md

@@ -53,14 +53,13 @@ We do not answer machine learning questions and it is your responsibility to
 figure out how to make your models more accurate.
 
 ### 4. Your environment:
-  + Python version:
-  + TF version: `python -c 'import tensorflow as tf; print(tf.GIT_VERSION, tf.VERSION)'`.
-  + Tensorpack version: `python -c 'import tensorpack; print(tensorpack.__version__);'`.
-      You can install Tensorpack master by `pip install -U git+https://github.com/ppwwyyxx/tensorpack.git`
-      and see if your issue is already solved.
+  + Paste the output of this command: `python3 -c 'import tensorpack.tfutils as u; print(u.collect_env_info())'`
+    If this command failed, tell us your version of Python/TF/tensorpack.
+  + You can install Tensorpack master by `pip install -U git+https://github.com/ppwwyyxx/tensorpack.git`
+    and see if your issue is already solved.
   + If you're not using tensorpack under a normal command line shell (e.g.,
     using an IDE or jupyter notebook), please retry under a normal command line shell. 
-  + Hardware information, e.g. number of GPUs used.
+  + Include relevant hardware information, e.g. number of GPUs used for training, amount of RAM.
 
 You may often want to provide extra information related to your issue, but
 at the minimum please try to provide the above information __accurately__ to save effort in the investigation.

setup.py

@@ -51,6 +51,7 @@ setup(
         "msgpack>=0.5.2",
         "msgpack-numpy>=0.4.4.2",
         "pyzmq>=16",
+        "psutil>=5",
         "subprocess32; python_version < '3.0'",
         "functools32; python_version < '3.0'",
     ],

tensorpack/tfutils/common.py

@@ -6,7 +6,9 @@ from six.moves import map
 from tabulate import tabulate
 import os
 import sys
+import psutil
 import tensorflow as tf
+import numpy as np
 
 from ..compat import tfv1
 from ..utils.argtools import graph_memoized
@@ -168,8 +170,11 @@ def collect_env_info():
         str - a table contains important information about the environment
     """
     data = []
+    data.append(("sys.platform", sys.platform))
     data.append(("Python", sys.version.replace("\n", "")))
     data.append(("Tensorpack", __git_version__))
+    data.append(("Numpy", np.__version__))
+
     data.append(("TensorFlow", tfv1.VERSION + "/" + tfv1.GIT_VERSION))
     data.append(("TF Compiler Version", tfv1.COMPILER_VERSION))
     has_cuda = tf.test.is_built_with_cuda()
@@ -209,7 +214,11 @@ def collect_env_info():
         except Exception:
             data.append(("GPU", "Not found with NVML"))
 
-    # Other important dependencies
+    vram = psutil.virtual_memory()
+    data.append(("Free RAM", "{:.2f}/{:.2f} GB".format(vram.available / 1024**3, vram.total / 1024**3)))
+    data.append(("CPU Count", psutil.cpu_count()))
+
+    # Other important dependencies:
     try:
         import horovod
         data.append(("horovod", horovod.__version__))