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Author: Programmer-RD-AI

collect_env_details.py

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+# Copyright The PyTorch Lightning team.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+"""Diagnose your system and show basic information.
+
+This server mainly to get detail info for better bug reporting.
+"""
+
+import os
+import platform
+import sys
+
+import numpy
+import torch
+import tqdm
+
+sys.path += [os.path.abspath(".."), os.path.abspath(".")]
+import pytorch_lightning  # noqa: E402
+
+LEVEL_OFFSET = "\t"
+KEY_PADDING = 20
+
+
+def info_system():
+    return {
+        "OS": platform.system(),
+        "architecture": platform.architecture(),
+        "version": platform.version(),
+        "processor": platform.processor(),
+        "python": platform.python_version(),
+    }
+
+
+def info_cuda():
+    return {
+        "GPU": [torch.cuda.get_device_name(i) for i in range(torch.cuda.device_count())],
+        # 'nvidia_driver': get_nvidia_driver_version(run_lambda),
+        "available": torch.cuda.is_available(),
+        "version": torch.version.cuda,
+    }
+
+
+def info_packages():
+    return {
+        "numpy": numpy.__version__,
+        "pyTorch_version": torch.__version__,
+        "pyTorch_debug": torch.version.debug,
+        "pytorch-lightning": pytorch_lightning.__version__,
+        "tqdm": tqdm.__version__,
+    }
+
+
+def nice_print(details, level=0):
+    lines = []
+    for k in sorted(details):
+        key = f"* {k}:" if level == 0 else f"- {k}:"
+        if isinstance(details[k], dict):
+            lines += [level * LEVEL_OFFSET + key]
+            lines += nice_print(details[k], level + 1)
+        elif isinstance(details[k], (set, list, tuple)):
+            lines += [level * LEVEL_OFFSET + key]
+            lines += [(level + 1) * LEVEL_OFFSET + "- " + v for v in details[k]]
+        else:
+            template = "{:%is} {}" % KEY_PADDING
+            key_val = template.format(key, details[k])
+            lines += [(level * LEVEL_OFFSET) + key_val]
+    return lines
+
+
+def main():
+    details = {"System": info_system(), "CUDA": info_cuda(), "Packages": info_packages()}
+    lines = nice_print(details)
+    text = os.linesep.join(lines)
+    print(text)
+
+
+if __name__ == "__main__":
+    main()