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@@ -0,0 +1,16733 @@
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+{
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+ "cells": [
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+ {
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+ "cell_type": "code",
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+ "execution_count": 18,
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+ "metadata": {},
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+ "outputs": [],
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+ "source": [
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+ "import errno\n",
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+ "import os\n",
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+ "import sys\n",
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+ "import torch\n",
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+ "import io \n",
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+ "import errno\n",
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+ "import hashlib\n",
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+ "import os\n",
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+ "import shutil\n",
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+ "import sys\n",
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+ "import tempfile\n",
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+ "import torch\n",
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+ "import requests\n",
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+ "import tarfile\n",
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+ "\n",
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+ "def download_cid_to_file(url, cid, dst, hash_prefix=None):\n",
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+ " r\"\"\"Download object at the given CID to a local path.\n",
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+ "\n",
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+ " Args:\n",
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+ " url (string): URL of the IPFS instance\n",
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+ " cid (string): CID of the model to download\n",
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+ " dst (string): Full path where object will be saved, e.g. ``/tmp/temporary_file``\n",
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+ " hash_prefix (string, optional): If not None, the SHA256 downloaded file should start with ``hash_prefix``.\n",
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+ " Default: None\n",
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+ " progress (bool, optional): whether or not to display a progress bar to stderr\n",
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+ " Default: True\n",
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+ "\n",
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+ " Example:\n",
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+ " >>> torch.hub.download_url_to_file('the-models-ipfs-cid-here', '/tmp/temporary_file')\n",
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+ "\n",
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+ " \"\"\" \n",
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+ " # We deliberately save it in a temp file and move it after\n",
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+ " # download is complete. This prevents a local working checkpoint\n",
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+ " # being overridden by a broken download.\n",
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+ " dst = os.path.expanduser(dst)\n",
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+ " dst_dir = os.path.dirname(dst)\n",
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+ " f = tempfile.NamedTemporaryFile(delete=False, dir=dst_dir)\n",
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+ " response = requests.post(url+\"/get?arg=\"+cid)\n",
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+ " contents = response.content\n",
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+ " tar = tarfile.open(fileobj=io.BytesIO(contents))\n",
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+ " for member in tar.getmembers():\n",
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+ " if member.isfile: \n",
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+ " extractedFile = tar.extractfile(member)\n",
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+ " if extractedFile is not None:\n",
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+ " f.write(extractedFile.read()) \n",
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+ " try:\n",
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+ " if hash_prefix is not None:\n",
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+ " sha256 = hashlib.sha256()\n",
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+ " f.close()\n",
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+ " if hash_prefix is not None:\n",
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+ " digest = sha256.hexdigest()\n",
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+ " if digest[:len(hash_prefix)] != hash_prefix:\n",
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+ " raise RuntimeError('invalid hash value (expected \"{}\", got \"{}\")'\n",
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+ " .format(hash_prefix, digest))\n",
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+ " shutil.move(f.name, dst)\n",
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+ " finally:\n",
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+ " f.close()\n",
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+ " if os.path.exists(f.name):\n",
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+ " os.remove(f.name)\n",
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+ "\n",
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+ "def load_state_dict_from_ipfs(cid, model_dir=None, url=\"http://127.0.0.1:5001/api/v0\", map_location=None, check_hash=False, file_name=None):\n",
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+ " r\"\"\"Loads the Torch serialized object at the given IPFS CID.\n",
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+ "\n",
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+ " If downloaded file is a zip file, it will be automatically\n",
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+ " decompressed.\n",
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+ "\n",
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+ " If the object is already present in `model_dir`, it's deserialized and\n",
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+ " returned.\n",
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+ " The default value of ``model_dir`` is ``<hub_dir>/checkpoints`` where\n",
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+ " ``hub_dir`` is the directory returned by :func:`~torch.hub.get_dir`.\n",
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+ "\n",
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+ " Args:\n",
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+ " cid (string): CID of the model to download\n",
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+ " url (string): URL of the IPFS instance\n",
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+ " model_dir (string, optional): directory in which to save the object\n",
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+ " map_location (optional): a function or a dict specifying how to remap storage locations (see torch.load)\n",
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+ " progress (bool, optional): whether or not to display a progress bar to stderr.\n",
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+ " Default: True\n",
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+ " check_hash(bool, optional): If True, the filename part of the URL should follow the naming convention\n",
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+ " ``filename-<sha256>.ext`` where ``<sha256>`` is the first eight or more\n",
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+ " digits of the SHA256 hash of the contents of the file. The hash is used to\n",
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+ " ensure unique names and to verify the contents of the file.\n",
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+ " Default: False\n",
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+ " file_name (string, optional): name for the downloaded file. Filename from ``url`` will be used if not set.\n",
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+ "\n",
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+ " Example:\n",
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+ " >>> state_dict = torch.hub.load_state_dict_from_ipfs('my-cid-goes-here')\n",
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+ "\n",
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+ " \"\"\"\n",
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+ " if model_dir is None:\n",
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+ " hub_dir = torch.hub.get_dir()\n",
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+ " model_dir = os.path.join(hub_dir, 'checkpoints')\n",
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+ "\n",
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+ " try:\n",
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+ " os.makedirs(model_dir)\n",
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+ " except OSError as e:\n",
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+ " if e.errno == errno.EEXIST:\n",
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+ " # Directory already exists, ignore.\n",
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+ " pass\n",
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+ " else:\n",
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+ " # Unexpected OSError, re-raise.\n",
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+ " raise\n",
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+ " filename = cid\n",
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+ " if file_name is not None:\n",
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+ " filename = file_name\n",
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+ " cached_file = os.path.join(model_dir, filename)\n",
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+ " if not os.path.exists(cached_file):\n",
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+ " sys.stderr.write('Downloading: \"{}\" to {}\\n'.format(url, cached_file))\n",
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+ " hash_prefix = None\n",
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+ " if check_hash:\n",
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+ " r = torch.hub.HASH_REGEX.search(filename) # r is Optional[Match[str]]\n",
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+ " hash_prefix = r.group(1) if r else None\n",
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+ " download_cid_to_file(url, cid, cached_file, hash_prefix)\n",
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+ "\n",
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+ " if torch.hub._is_legacy_zip_format(cached_file):\n",
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+ " return torch.hub._legacy_zip_load(cached_file, model_dir, map_location)\n",
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+ " return torch.load(cached_file, map_location=map_location)"
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+ ]
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+ },
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+ {
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+ "cell_type": "code",
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+ "execution_count": 19,
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+ "metadata": {},
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+ "outputs": [
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+ {
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+ "name": "stderr",
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+ "output_type": "stream",
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+ "text": [
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+ "Downloading: \"http://127.0.0.1:5001/api/v0\" to ./QmSQNrvnuqqfN8NpiXKBwjLnLhNFpbKRPajhgGZ8gYVjua\n"
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+ ]
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+ },
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+ {
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+ "name": "stdout",
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+ "output_type": "stream",
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+ "text": [
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+ "OrderedDict([('pretrained_model.conv1.weight', tensor([[[[ 2.7519e-02, 2.8677e-02, -1.8541e-05, ..., -2.5319e-02,\n",
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+ " -3.3679e-02, -6.0463e-02],\n",
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+ " [ 1.4361e-02, 1.4418e-02, 2.4424e-02, ..., 1.4546e-02,\n",
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+ " -1.0213e-02, -2.0122e-02],\n",
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+ " [ 2.7500e-02, 2.4852e-02, 1.6560e-02, ..., 1.0633e-01,\n",
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+ " 6.4066e-02, 6.0101e-02],\n",
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+ " ...,\n",
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+ " [-9.6644e-04, 2.6493e-02, -1.4357e-02, ..., -1.2618e-01,\n",
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+ " -7.2640e-02, 1.0260e-02],\n",
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+ " [ 5.2445e-03, 4.8640e-02, 6.0996e-02, ..., 2.4954e-02,\n",
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+ " -2.9001e-02, -1.4220e-02],\n",
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+ " [-8.3626e-02, -3.4136e-02, -1.6699e-02, ..., 3.8997e-02,\n",
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+ " 2.5561e-02, 3.2749e-03]],\n",
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+ "\n",
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+ " [[-1.7833e-02, 1.2781e-02, 2.5214e-02, ..., 5.3949e-02,\n",
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+ " 3.7740e-02, -1.6311e-02],\n",
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+ " [-1.5977e-04, 2.6696e-02, 7.4514e-02, ..., 1.6484e-01,\n",
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+ " 1.4943e-01, 1.2897e-01],\n",
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+ " [-4.2746e-02, -7.3616e-02, -9.0968e-02, ..., 1.1636e-01,\n",
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+ " 1.5802e-01, 1.7329e-01],\n",
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+ " ...,\n",
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+ " [ 2.8930e-02, 1.6560e-02, -8.7232e-02, ..., -3.8202e-01,\n",
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+ " -3.0298e-01, -1.4206e-01],\n",
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+ " [ 8.2078e-02, 1.4121e-01, 1.5156e-01, ..., -7.7058e-03,\n",
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+ " -1.2266e-01, -1.3140e-01],\n",
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+ " [-1.1127e-02, 8.0467e-02, 1.4474e-01, ..., 1.8766e-01,\n",
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+ " 1.1361e-01, 2.4838e-02]],\n",
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+ "\n",
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+ " [[-2.1269e-02, -7.3843e-03, 8.0067e-03, ..., 2.6948e-02,\n",
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+ " 2.4946e-02, -6.9996e-03],\n",
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+ " [-1.6499e-02, -3.0560e-03, 4.2840e-02, ..., 1.1789e-01,\n",
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+ " 1.1270e-01, 1.1018e-01],\n",
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+ " [-6.9248e-02, -1.0952e-01, -1.0694e-01, ..., 9.5860e-02,\n",
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+ " 1.2501e-01, 1.3897e-01],\n",
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+ " ...,\n",
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+ " [ 2.0256e-02, 7.8053e-03, -7.9308e-02, ..., -3.1791e-01,\n",
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+ " -2.5821e-01, -1.2956e-01],\n",
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+ " [ 6.8015e-02, 1.0876e-01, 1.2803e-01, ..., -1.1032e-02,\n",
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+ " -1.2626e-01, -1.2820e-01],\n",
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+ " [-1.6247e-02, 6.0631e-02, 1.2150e-01, ..., 1.9075e-01,\n",
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+ " 1.1394e-01, 2.4247e-02]]],\n",
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+ "\n",
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+ "\n",
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+ " [[[ 5.4735e-02, 1.3839e-02, 3.1951e-02, ..., 1.0310e-02,\n",
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+ " 3.0134e-02, 4.0199e-02],\n",
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+ " [ 4.1176e-02, -1.5004e-02, -1.5688e-03, ..., -6.2486e-02,\n",
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+ " -4.2403e-02, -2.5269e-02],\n",
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+ " [ 4.3124e-02, -1.0962e-02, -2.8973e-02, ..., -1.3921e-01,\n",
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+ " -1.0920e-01, -7.0934e-02],\n",
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+ " ...,\n",
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+ " [ 3.8858e-04, -6.1052e-02, -1.1503e-01, ..., -2.5645e-01,\n",
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+ " -2.3661e-01, -1.9909e-01],\n",
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+ " [ 3.2019e-02, -3.3252e-02, -7.3689e-02, ..., -2.4638e-01,\n",
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+ " -2.0383e-01, -1.7039e-01],\n",
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+ " [ 3.8119e-02, -1.1321e-02, -6.9494e-02, ..., -1.8140e-01,\n",
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+ " -1.5976e-01, -1.1635e-01]],\n",
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+ "\n",
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+ " [[-8.9584e-02, -6.4635e-02, -5.9344e-02, ..., -1.4238e-02,\n",
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+ " -6.1031e-02, -7.1452e-02],\n",
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+ " [-5.9996e-02, -3.2641e-02, 7.0863e-03, ..., 8.7952e-02,\n",
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+ " 4.4877e-02, 8.4163e-03],\n",
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+ " [-7.8034e-02, -1.6015e-02, 4.1796e-02, ..., 2.2686e-01,\n",
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+ " 1.7590e-01, 1.0856e-01],\n",
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+ " ...,\n",
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+ " [-3.7656e-02, 8.2355e-02, 1.8880e-01, ..., 4.6959e-01,\n",
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+ " 3.9520e-01, 2.8222e-01],\n",
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+ " [-6.0585e-02, 3.3816e-02, 1.4374e-01, ..., 3.7650e-01,\n",
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+ " 3.3631e-01, 2.2781e-01],\n",
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+ " [-9.2649e-02, -3.7758e-03, 5.7024e-02, ..., 2.4165e-01,\n",
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+ " 2.0820e-01, 1.4904e-01]],\n",
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+ "\n",
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+ " [[ 4.7080e-02, 4.3292e-02, 1.4925e-02, ..., 3.6737e-02,\n",
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+ " 3.1615e-02, 4.4300e-02],\n",
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+ " [ 3.7865e-02, 2.4010e-02, -3.7087e-03, ..., 4.0764e-03,\n",
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+ " -4.5214e-04, 2.4747e-02],\n",
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+ " [ 3.1135e-02, 1.2455e-02, -2.0514e-02, ..., -7.3370e-02,\n",
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+ " -7.7067e-02, -2.3757e-02],\n",
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+ " ...,\n",
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+ " [ 2.4062e-02, 8.6232e-03, -6.9367e-02, ..., -1.8055e-01,\n",
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+ " -1.6672e-01, -5.8326e-02],\n",
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+ " [ 3.2119e-02, -1.7151e-03, -5.2193e-02, ..., -1.5199e-01,\n",
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+ " -1.2513e-01, -3.9191e-02],\n",
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+ " [ 5.7940e-02, 4.4883e-02, -1.1001e-02, ..., -4.4332e-02,\n",
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+ " -4.6884e-02, 1.3706e-02]]],\n",
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+ "\n",
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+ "\n",
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+ " [[[ 4.1027e-03, 9.2122e-03, -4.1160e-03, ..., -2.5288e-02,\n",
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+ " -1.5969e-02, -1.6601e-02],\n",
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+ " [ 6.5552e-03, 2.1999e-02, 1.2007e-02, ..., -3.6359e-03,\n",
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+ " 1.7491e-03, -1.7372e-02],\n",
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+ " [ 4.7474e-03, 3.2278e-02, 3.0879e-02, ..., 1.9123e-02,\n",
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+ " 9.9469e-03, 7.2616e-03],\n",
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+ " ...,\n",
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+ " [ 1.9260e-03, 2.0911e-02, 1.5164e-02, ..., 5.2703e-02,\n",
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+ " 6.0934e-02, 8.7346e-02],\n",
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+ " [-1.0326e-02, 1.6308e-02, 7.7865e-03, ..., 2.0335e-02,\n",
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+ " 3.8766e-02, 8.8587e-02],\n",
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+ " [-1.9870e-02, 7.2531e-04, -3.8362e-03, ..., 1.0955e-02,\n",
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+ " 4.4972e-02, 9.5313e-02]],\n",
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+ "\n",
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+ " [[ 7.5493e-03, -6.6508e-03, -1.3260e-02, ..., 3.4655e-03,\n",
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+ " 3.0915e-02, 4.1757e-02],\n",
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+ " [ 7.6914e-03, -3.1821e-03, -1.6752e-02, ..., 1.3856e-02,\n",
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+ " 4.6228e-02, 3.3462e-02],\n",
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+ " [-1.9359e-03, -2.6721e-03, -1.4627e-02, ..., 3.0582e-02,\n",
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+ " 4.7084e-02, 3.9195e-02],\n",
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+ " ...,\n",
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+ " [-1.9785e-02, -4.7421e-02, -8.2575e-02, ..., -4.7608e-02,\n",
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+ " -2.5378e-02, -2.5066e-03],\n",
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+ " [-4.7273e-03, -1.4393e-02, -5.3033e-02, ..., -8.4943e-02,\n",
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+ " -6.7656e-02, -2.4877e-02],\n",
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+ " [ 2.2520e-02, 1.2509e-02, -1.5899e-02, ..., -5.3568e-02,\n",
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+ " -3.9304e-02, -1.4046e-02]],\n",
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+ "\n",
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+ " [[ 1.4815e-02, -3.9150e-02, -3.6097e-02, ..., -3.0941e-04,\n",
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+ " 4.2009e-02, 4.3603e-02],\n",
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+ " [-1.0477e-02, -6.3929e-02, -7.1232e-02, ..., -2.9585e-02,\n",
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+ " 1.0820e-02, -1.3248e-02],\n",
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+ " [ 1.5019e-02, -3.5157e-02, -5.2298e-02, ..., -1.1939e-02,\n",
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+ " -1.5373e-03, -1.5859e-02],\n",
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+ " ...,\n",
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+ " [ 7.6947e-03, -5.3033e-02, -9.0051e-02, ..., -9.0148e-02,\n",
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+ " -1.0608e-01, -1.2070e-01],\n",
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+ " [ 1.8729e-02, -1.8508e-02, -5.1732e-02, ..., -1.1506e-01,\n",
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+ " -1.4671e-01, -1.5077e-01],\n",
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+ " [ 5.5180e-02, 1.0919e-02, -1.4423e-02, ..., -8.0009e-02,\n",
|
|
|
+ " -1.1718e-01, -1.3547e-01]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 9.6781e-03, 1.6354e-02, 2.6897e-02, ..., -6.7033e-03,\n",
|
|
|
+ " 4.1303e-02, -4.5899e-03],\n",
|
|
|
+ " [-1.8209e-02, 5.7198e-02, 5.4168e-02, ..., -6.2001e-02,\n",
|
|
|
+ " 8.4316e-02, -1.9738e-02],\n",
|
|
|
+ " [-3.8774e-02, 1.0809e-01, 7.1843e-02, ..., -8.5447e-02,\n",
|
|
|
+ " 1.5296e-01, -2.4184e-02],\n",
|
|
|
+ " ...,\n",
|
|
|
+ " [ 4.8081e-03, 1.3226e-01, -4.5027e-02, ..., 5.5631e-02,\n",
|
|
|
+ " 1.5540e-01, -3.9420e-02],\n",
|
|
|
+ " [ 2.1883e-03, 6.7381e-02, -5.4556e-02, ..., 4.1545e-02,\n",
|
|
|
+ " 7.8821e-02, -4.9251e-02],\n",
|
|
|
+ " [ 4.2671e-03, 6.9121e-03, -6.5191e-02, ..., 4.4417e-02,\n",
|
|
|
+ " 4.7553e-02, -1.5546e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.9824e-03, 4.1032e-02, -8.1557e-03, ..., -8.2309e-02,\n",
|
|
|
+ " 4.1075e-02, 5.0941e-02],\n",
|
|
|
+ " [ 9.7355e-03, 1.2695e-01, 1.8947e-02, ..., -1.5573e-01,\n",
|
|
|
+ " 1.4253e-01, 8.6931e-02],\n",
|
|
|
+ " [ 1.4016e-02, 2.1205e-01, 1.9179e-02, ..., -1.8642e-01,\n",
|
|
|
+ " 2.5599e-01, 9.7356e-02],\n",
|
|
|
+ " ...,\n",
|
|
|
+ " [ 4.9181e-02, 1.9574e-01, -1.4247e-01, ..., 3.0817e-02,\n",
|
|
|
+ " 2.7878e-01, 5.3509e-02],\n",
|
|
|
+ " [ 2.2162e-02, 9.6618e-02, -1.3404e-01, ..., 4.5292e-02,\n",
|
|
|
+ " 1.5361e-01, -1.3753e-02],\n",
|
|
|
+ " [ 3.7838e-03, 2.8571e-02, -1.0539e-01, ..., 6.3929e-02,\n",
|
|
|
+ " 8.4834e-02, -5.4725e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 9.0043e-03, 3.4124e-02, 1.6380e-02, ..., -4.5165e-02,\n",
|
|
|
+ " 1.5138e-02, 2.6393e-02],\n",
|
|
|
+ " [-1.2971e-02, 8.7383e-02, 6.2562e-02, ..., -5.9370e-02,\n",
|
|
|
+ " 8.1023e-02, 2.8704e-02],\n",
|
|
|
+ " [-3.0217e-02, 1.2911e-01, 7.2007e-02, ..., -7.6940e-02,\n",
|
|
|
+ " 1.3878e-01, 9.3782e-03],\n",
|
|
|
+ " ...,\n",
|
|
|
+ " [-8.8465e-04, 1.2895e-01, -4.8307e-02, ..., 2.9814e-02,\n",
|
|
|
+ " 1.2671e-01, -1.8690e-02],\n",
|
|
|
+ " [-7.7237e-03, 7.1088e-02, -4.7727e-02, ..., 2.6105e-02,\n",
|
|
|
+ " 6.5793e-02, -4.0895e-02],\n",
|
|
|
+ " [-4.8564e-03, 3.6733e-02, -4.0654e-02, ..., 3.3611e-02,\n",
|
|
|
+ " 3.7400e-02, -2.0755e-02]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 3.9633e-02, 4.1664e-02, 2.7553e-02, ..., -4.2572e-02,\n",
|
|
|
+ " -6.9579e-03, 4.3631e-03],\n",
|
|
|
+ " [ 4.6811e-02, 4.2834e-02, 3.2136e-02, ..., -1.2137e-01,\n",
|
|
|
+ " -9.1740e-02, -3.8282e-02],\n",
|
|
|
+ " [ 9.0410e-02, 7.4272e-02, 5.6910e-02, ..., -2.1212e-01,\n",
|
|
|
+ " -1.1153e-01, -2.4536e-02],\n",
|
|
|
+ " ...,\n",
|
|
|
+ " [ 2.7903e-02, -8.1049e-03, -1.5831e-01, ..., -2.6221e-01,\n",
|
|
|
+ " -1.2221e-01, 2.4679e-02],\n",
|
|
|
+ " [ 1.6760e-02, -2.8602e-02, -1.4634e-01, ..., -2.5330e-01,\n",
|
|
|
+ " -3.6897e-02, 6.7895e-02],\n",
|
|
|
+ " [-7.3370e-03, -5.8795e-02, -1.5544e-01, ..., -1.9965e-01,\n",
|
|
|
+ " -1.6426e-03, 8.5670e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.4553e-02, 3.0367e-02, 2.4639e-02, ..., 9.5683e-03,\n",
|
|
|
+ " 1.4263e-02, 1.5918e-02],\n",
|
|
|
+ " [ 3.4498e-02, 3.2616e-02, 4.0922e-02, ..., -7.8634e-04,\n",
|
|
|
+ " -8.6488e-03, 3.0770e-03],\n",
|
|
|
+ " [ 3.7255e-02, 2.9209e-02, 5.7338e-02, ..., -5.5335e-02,\n",
|
|
|
+ " 3.4131e-03, 2.8693e-02],\n",
|
|
|
+ " ...,\n",
|
|
|
+ " [ 2.8835e-03, 2.2468e-02, -3.2225e-02, ..., -4.4550e-02,\n",
|
|
|
+ " -1.9005e-02, 5.3533e-02],\n",
|
|
|
+ " [ 2.1881e-02, 2.8580e-02, 1.2423e-03, ..., -6.1441e-02,\n",
|
|
|
+ " 1.9847e-02, 4.5224e-02],\n",
|
|
|
+ " [ 2.4791e-02, 2.2727e-02, 1.0304e-02, ..., -3.3662e-02,\n",
|
|
|
+ " 3.0583e-02, 4.0390e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.5557e-02, -1.2604e-02, -2.0337e-02, ..., 1.8147e-02,\n",
|
|
|
+ " 1.8639e-02, -8.8859e-03],\n",
|
|
|
+ " [-2.6728e-02, -1.7032e-02, 2.1964e-03, ..., 4.3257e-02,\n",
|
|
|
+ " 2.1420e-02, -3.3650e-03],\n",
|
|
|
+ " [-3.3569e-02, -3.3347e-02, 1.7945e-02, ..., 3.5852e-02,\n",
|
|
|
+ " 4.5340e-02, -3.3639e-03],\n",
|
|
|
+ " ...,\n",
|
|
|
+ " [-3.0014e-02, 1.2640e-02, 2.1324e-02, ..., 5.9787e-02,\n",
|
|
|
+ " 6.0952e-03, -2.9153e-02],\n",
|
|
|
+ " [-1.3749e-02, 2.2061e-02, 5.4079e-02, ..., 4.1307e-02,\n",
|
|
|
+ " 2.5082e-02, -4.2155e-02],\n",
|
|
|
+ " [-2.0211e-02, 7.7183e-03, 4.5236e-02, ..., 2.1851e-02,\n",
|
|
|
+ " 5.7453e-03, -4.9783e-02]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 1.5827e-02, -3.0523e-02, 5.4483e-02, ..., -5.6024e-02,\n",
|
|
|
+ " 4.5840e-04, -6.3176e-03],\n",
|
|
|
+ " [-4.8395e-02, 5.2706e-02, -1.8550e-02, ..., 1.4648e-02,\n",
|
|
|
+ " -2.4137e-02, -9.6122e-03],\n",
|
|
|
+ " [ 4.5519e-02, -4.3223e-02, -1.9845e-02, ..., -2.2535e-01,\n",
|
|
|
+ " -7.3214e-04, 3.7002e-02],\n",
|
|
|
+ " ...,\n",
|
|
|
+ " [-3.4112e-02, 9.6268e-02, 1.1501e-01, ..., 5.2761e-01,\n",
|
|
|
+ " -2.9859e-02, -5.7415e-02],\n",
|
|
|
+ " [-1.2317e-02, 9.5468e-02, -2.0668e-01, ..., 2.5431e-01,\n",
|
|
|
+ " -2.4786e-01, 1.2268e-01],\n",
|
|
|
+ " [-1.3750e-02, -4.5305e-03, -8.2722e-02, ..., -4.0224e-02,\n",
|
|
|
+ " 3.7718e-02, -3.6208e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.5035e-02, -4.0462e-02, 3.8111e-02, ..., -4.0778e-02,\n",
|
|
|
+ " 2.2048e-02, -9.4770e-03],\n",
|
|
|
+ " [-4.6743e-02, 5.7013e-02, -1.4148e-02, ..., 2.4947e-02,\n",
|
|
|
+ " -3.9034e-03, -1.1529e-03],\n",
|
|
|
+ " [ 3.2613e-02, -6.6959e-02, -4.3525e-03, ..., -2.7013e-01,\n",
|
|
|
+ " 5.0818e-02, 3.2916e-02],\n",
|
|
|
+ " ...,\n",
|
|
|
+ " [-3.0023e-02, 1.2834e-01, 1.1642e-01, ..., 6.4349e-01,\n",
|
|
|
+ " -1.4256e-02, -1.3288e-01],\n",
|
|
|
+ " [-1.5875e-02, 1.1439e-01, -2.5802e-01, ..., 3.4063e-01,\n",
|
|
|
+ " -3.1907e-01, 7.9313e-02],\n",
|
|
|
+ " [ 7.4912e-03, 1.3621e-02, -9.1905e-02, ..., -6.3741e-02,\n",
|
|
|
+ " 7.5139e-03, -3.0775e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.4634e-02, -3.9686e-02, 1.6748e-02, ..., -4.5807e-02,\n",
|
|
|
+ " 2.5924e-02, -6.4950e-04],\n",
|
|
|
+ " [-2.9060e-02, 7.0667e-02, -2.1592e-02, ..., 4.6576e-02,\n",
|
|
|
+ " -3.3119e-03, -8.9531e-03],\n",
|
|
|
+ " [ 6.2911e-02, -4.4774e-02, -1.1321e-01, ..., -1.3367e-01,\n",
|
|
|
+ " 1.5210e-02, 1.8586e-02],\n",
|
|
|
+ " ...,\n",
|
|
|
+ " [-7.4208e-03, 1.1582e-02, 1.4759e-01, ..., 4.7057e-01,\n",
|
|
|
+ " -1.5096e-01, -3.3840e-02],\n",
|
|
|
+ " [-4.3497e-02, 2.8955e-02, -1.3235e-01, ..., 1.2225e-01,\n",
|
|
|
+ " -2.7208e-01, 1.5119e-01],\n",
|
|
|
+ " [ 1.7887e-02, 1.1802e-02, -1.7417e-02, ..., -1.0451e-01,\n",
|
|
|
+ " 6.1613e-02, -1.8356e-02]]]])), ('pretrained_model.bn1.weight', tensor([2.1173e-01, 3.3442e-01, 3.3077e-01, 2.6739e-01, 1.7097e-01, 3.0509e-01,\n",
|
|
|
+ " 1.7064e-01, 1.6105e-01, 1.5702e-01, 2.6390e-01, 1.7222e-01, 2.9898e-01,\n",
|
|
|
+ " 1.4466e-01, 1.0987e-08, 1.7684e-01, 1.7392e-01, 2.2964e-01, 1.7156e-01,\n",
|
|
|
+ " 1.0949e-01, 3.7808e-01, 1.2066e-01, 1.7419e-01, 1.4064e-01, 2.5003e-01,\n",
|
|
|
+ " 2.0552e-01, 2.9250e-01, 1.7261e-01, 1.7531e-01, 1.2329e-01, 3.1010e-01,\n",
|
|
|
+ " 2.0503e-01, 9.2192e-02, 3.7802e-01, 1.1046e-01, 2.0446e-01, 3.3506e-01,\n",
|
|
|
+ " 2.8385e-01, 2.2912e-01, 1.7664e-01, 1.8668e-01, 3.1790e-01, 1.7006e-01,\n",
|
|
|
+ " 3.5324e-01, 3.2237e-01, 5.1254e-01, 1.6822e-01, 1.8359e-01, 2.3061e-01,\n",
|
|
|
+ " 3.7184e-01, 1.3890e-01, 1.6420e-01, 2.3126e-01, 4.4589e-01, 1.7967e-01,\n",
|
|
|
+ " 1.6983e-01, 2.2988e-01, 2.6264e-01, 1.6766e-01, 4.2688e-01, 1.5796e-01,\n",
|
|
|
+ " 2.1983e-01, 2.2968e-01, 3.2065e-01, 1.2382e-01])), ('pretrained_model.bn1.bias', tensor([ 2.2515e-01, 6.6806e-01, 1.9438e-02, 1.4186e-01, 2.1116e-01,\n",
|
|
|
+ " 1.7388e-01, 2.1308e-01, 1.8843e-01, 2.4752e-01, 2.4207e-01,\n",
|
|
|
+ " 1.4962e-01, -2.0234e-01, 1.6616e-01, -3.8305e-08, 2.3327e-01,\n",
|
|
|
+ " 2.2490e-01, 5.5599e-01, 2.3568e-01, 2.3225e-01, 5.7884e-01,\n",
|
|
|
+ " 2.2272e-01, 2.1363e-01, 1.9373e-01, 6.5369e-01, 2.7162e-01,\n",
|
|
|
+ " 6.7023e-01, 2.1986e-01, 2.2732e-01, 1.2489e-01, 3.8220e-01,\n",
|
|
|
+ " 1.7802e-01, 6.1777e-02, 8.6751e-01, 2.7252e-01, 3.9325e-01,\n",
|
|
|
+ " 6.7993e-01, 1.6731e-01, 2.1492e-01, 2.3294e-01, 2.0489e-01,\n",
|
|
|
+ " 8.6691e-01, 2.3125e-01, -4.5220e-01, 8.5519e-01, -3.9263e-01,\n",
|
|
|
+ " 2.5222e-01, 1.8116e-01, 3.6488e-01, -2.6837e-01, 2.3011e-01,\n",
|
|
|
+ " 2.9086e-01, 8.6607e-02, -4.9979e-01, 1.8616e-01, 2.0952e-01,\n",
|
|
|
+ " 3.3055e-01, 4.9576e-01, -7.8964e-02, -3.0739e-01, -3.1335e-02,\n",
|
|
|
+ " 1.5202e-01, 2.3687e-01, 8.9851e-01, 2.5605e-01])), ('pretrained_model.bn1.running_mean', tensor([-2.5546e-02, 5.8581e-01, -6.0371e-02, 1.3323e-02, -2.6338e-02,\n",
|
|
|
+ " 9.7030e-03, -1.9184e-02, 7.5475e-03, 2.3388e-02, 4.0489e-02,\n",
|
|
|
+ " 1.9564e-02, -2.4726e-01, 1.8832e-02, -2.7658e-07, 1.6928e-03,\n",
|
|
|
+ " -4.6326e-04, 2.1613e-01, 1.1211e-02, -5.6175e-03, 2.2784e-01,\n",
|
|
|
+ " 1.4775e-02, 2.2339e-02, 1.7148e-02, -2.9933e-01, 3.7733e-02,\n",
|
|
|
+ " 2.2521e-02, 8.4540e-03, 4.3610e-03, -3.9990e-02, -3.4172e-01,\n",
|
|
|
+ " 2.4671e-03, 6.5611e-02, -3.1685e-02, 3.1036e-03, 5.4567e-01,\n",
|
|
|
+ " -9.4615e-01, 1.8119e-02, -3.5259e-02, 2.2081e-03, 1.3930e-02,\n",
|
|
|
+ " -3.7715e-01, 3.1771e-02, -2.2474e-01, -4.0157e-03, 3.1934e-02,\n",
|
|
|
+ " 3.2994e-02, 2.9966e-02, 5.9863e-02, 7.0517e-03, -1.7325e-02,\n",
|
|
|
+ " 3.5292e-02, 5.9665e-03, 2.0719e-01, 9.6705e-04, -1.2109e-02,\n",
|
|
|
+ " -4.5645e-02, -2.8873e-01, 5.9745e-02, 5.6409e-02, -5.0441e-02,\n",
|
|
|
+ " -2.6630e-03, 1.2586e-02, 4.3761e-01, -1.2715e-03])), ('pretrained_model.bn1.running_var', tensor([7.1170e-01, 3.1979e+00, 4.2452e+00, 2.9954e+00, 3.2509e-01, 3.6109e+00,\n",
|
|
|
+ " 2.7583e-01, 2.4129e-01, 2.5499e-01, 2.7866e+00, 2.8668e-01, 1.5170e+00,\n",
|
|
|
+ " 1.7980e-01, 2.1902e-12, 1.2457e-01, 2.3558e-01, 1.4402e+00, 2.4595e-01,\n",
|
|
|
+ " 5.3797e-02, 8.4034e+00, 8.7034e-02, 3.2916e-01, 1.4424e-01, 1.6165e+00,\n",
|
|
|
+ " 5.1922e-01, 2.0571e+00, 2.7769e-01, 3.3181e-01, 8.1001e-02, 5.2805e+00,\n",
|
|
|
+ " 8.1529e-01, 6.0955e-02, 8.9722e+00, 2.2701e-02, 3.9830e+00, 7.3988e+00,\n",
|
|
|
+ " 3.1256e+00, 1.6311e+00, 4.5887e-01, 3.3733e-01, 4.8878e+00, 1.1244e-01,\n",
|
|
|
+ " 2.1367e+00, 4.6342e+00, 7.4094e+00, 1.6185e-01, 2.3468e-01, 1.3414e+00,\n",
|
|
|
+ " 1.2667e+00, 1.1694e-01, 2.4929e-01, 9.6197e-01, 2.7307e+00, 3.5284e-01,\n",
|
|
|
+ " 3.4951e-01, 1.0400e+00, 1.5739e+00, 1.9937e-01, 2.3118e+00, 2.1881e-01,\n",
|
|
|
+ " 6.6014e-01, 6.4847e-01, 5.7361e+00, 5.0174e-02])), ('pretrained_model.bn1.num_batches_tracked', tensor(0)), ('pretrained_model.layer1.0.conv1.weight', tensor([[[[ 0.0102]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0643]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0163]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0962]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.2891]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.1752]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 0.1107]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0043]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0270]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0900]],\n",
|
|
|
+ "\n",
|
|
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+ "\n",
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+ "\n",
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+ "\n",
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|
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|
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+ "\n",
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+ " [-1.0421e-02, -2.9611e-02, -3.4701e-02]],\n",
|
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+ "\n",
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|
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+ " [-6.0078e-03, -1.6650e-02, 9.0985e-03]],\n",
|
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+ "\n",
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+ " ...,\n",
|
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+ "\n",
|
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+ " [[ 4.9060e-05, -2.3972e-03, -9.7974e-03],\n",
|
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|
+ " [-4.1145e-03, -1.3090e-02, -1.4446e-02],\n",
|
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|
+ " [-1.0082e-02, -1.9861e-02, -1.1930e-02]],\n",
|
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+ "\n",
|
|
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+ " [[-7.7498e-04, 1.4662e-02, -2.8254e-03],\n",
|
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+ " [ 9.3673e-03, 2.6609e-02, 3.1569e-03],\n",
|
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+ " [-1.6987e-02, 1.4359e-02, 1.1788e-02]],\n",
|
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+ "\n",
|
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+ " [[-5.7721e-02, -2.1131e-02, 1.2588e-02],\n",
|
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+ " [-3.3162e-02, 3.1781e-02, 4.7995e-02],\n",
|
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+ " [ 7.1825e-03, 7.4229e-02, 7.0836e-02]]],\n",
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+ "\n",
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|
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+ " [[[-5.0041e-02, -3.8274e-02, 1.0281e-01],\n",
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|
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+ " [-1.1947e-01, -6.1112e-02, 1.3084e-01]],\n",
|
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+ "\n",
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+ " [[ 7.4190e-03, 2.7574e-03, 3.8802e-02],\n",
|
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+ " [-3.2673e-02, -1.1620e-02, 2.8283e-02],\n",
|
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+ " [-3.0509e-02, 5.4155e-05, 5.5027e-02]],\n",
|
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+ "\n",
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+ " [[-3.8659e-02, -4.3701e-02, -2.4232e-02],\n",
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+ " [-4.3522e-02, -5.0347e-02, -3.0172e-02]],\n",
|
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+ "\n",
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+ " ...,\n",
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+ "\n",
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+ " [[-2.6579e-02, -2.2142e-02, 4.6001e-03],\n",
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+ " [-1.4199e-02, -7.5080e-04, 2.2189e-02]],\n",
|
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+ "\n",
|
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+ " [[ 5.7260e-03, 1.6450e-02, 2.0724e-02],\n",
|
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+ " [-1.4872e-02, -5.1757e-03, 4.6544e-02],\n",
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+ " [-1.6173e-02, 1.5789e-05, 6.1988e-02]],\n",
|
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+ "\n",
|
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+ " [[ 2.0646e-01, -3.8111e-02, -1.3801e-01],\n",
|
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|
+ " [ 3.8188e-01, -9.4446e-03, -3.0140e-01],\n",
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|
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|
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|
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|
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|
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|
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|
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|
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+ " 1.6619e-01, 1.5723e-01, 2.2428e-01, 1.2873e-01, 1.6559e-01, 1.3078e-03,\n",
|
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+ " 1.7556e-01, 9.3359e-09, 1.6554e-01, 2.1951e-01])), ('pretrained_model.layer1.0.bn2.bias', tensor([-1.1377e-07, 6.1761e-02, 3.6651e-01, 1.0841e-01, 2.7561e-01,\n",
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|
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|
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|
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|
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|
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+ " 3.5473e-02, -2.5507e-01, -4.4115e-02, -1.0801e-01, -6.5400e-03,\n",
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+ " -3.7334e-02, -4.6014e-08, -2.2438e-02, 1.0855e-01])), ('pretrained_model.layer1.0.bn2.running_mean', tensor([ 5.9196e-08, -5.2465e-02, 1.4699e-01, -3.1614e-02, -6.0168e-02,\n",
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+ " 2.5864e-01, -1.4270e-03, 1.1295e-01, 3.5559e-01, 2.3548e-01,\n",
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+ " -9.8267e-02, 1.7956e-01, 3.4461e-02, 1.0254e-01, 3.7679e-01,\n",
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+ " -1.0663e-01, 2.6850e-02, 3.6366e-01, -1.2001e-01, -3.0698e-01,\n",
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|
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+ " -2.7415e-01, -5.6052e-45, 3.3850e-01, 2.6132e-01])), ('pretrained_model.layer1.0.bn2.running_var', tensor([5.0917e-16, 1.2387e-02, 1.1626e-01, 1.9299e-02, 1.0732e-02, 6.6005e-02,\n",
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+ " 3.0521e-02, 1.5135e-02, 7.3987e-03, 2.7771e-02, 2.4657e-02, 7.6064e-03,\n",
|
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+ " 7.7171e-02, 6.5048e-13, 9.0769e-02, 2.3293e-02, 1.8057e-02, 8.2512e-02,\n",
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|
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+ " 3.9844e-02, 1.9356e-02, 4.1066e-02, 3.3205e-02, 2.2582e-02, 5.6219e-03,\n",
|
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+ " 2.8614e-02, 2.2752e-02, 1.6025e-02, 4.8145e-03, 8.5002e-03, 9.2180e-05,\n",
|
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+ " 1.7894e-02, 1.6076e-15, 1.9847e-02, 6.1079e-02])), ('pretrained_model.layer1.0.bn2.num_batches_tracked', tensor(0)), ('pretrained_model.layer1.0.conv3.weight', tensor([[[[-3.9178e-09]],\n",
|
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+ "\n",
|
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+ " [[ 1.8544e-02]],\n",
|
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+ "\n",
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+ " [[ 5.0534e-02]],\n",
|
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+ "\n",
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+ " ...,\n",
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+ "\n",
|
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+ " [[ 1.0565e-08]],\n",
|
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+ "\n",
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+ " [[-1.9181e-02]],\n",
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+ "\n",
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+ " [[-4.7429e-02]]],\n",
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+ " [[[ 5.6075e-09]],\n",
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|
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+ " [[ 2.1080e-03]],\n",
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+ "\n",
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+ " ...,\n",
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+ "\n",
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+ " [[ 2.2761e-09]],\n",
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+ " [[ 4.1613e-03]],\n",
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+ " [[ 1.6246e-03]]],\n",
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+ " [[[-2.1825e-09]],\n",
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+ "\n",
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+ " [[-3.2053e-09]],\n",
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+ " [[-1.6301e-02]]],\n",
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+ "\n",
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+ "\n",
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+ "\n",
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+ " [[[ 5.9877e-09]],\n",
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+ "\n",
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+ " [[-9.6989e-04]],\n",
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+ "\n",
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+ " [[ 3.3653e-03]],\n",
|
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+ "\n",
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+ " ...,\n",
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+ "\n",
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+ " [[-1.2301e-08]],\n",
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+ "\n",
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+ " [[ 4.2544e-03]],\n",
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+ "\n",
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+ " [[ 9.1181e-04]]],\n",
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+ "\n",
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+ "\n",
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+ "\n",
|
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+ "\n",
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+ " [[ 6.0397e-09]],\n",
|
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+ "\n",
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+ " [[ 2.3668e-02]],\n",
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+ "\n",
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+ " [[-1.1042e-01]]]])), ('pretrained_model.layer1.0.bn3.weight', tensor([ 2.3207e-02, -1.4635e-03, 5.9882e-02, 3.1097e-01, 5.3820e-02,\n",
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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+ " 9.0942e-02, 2.9997e-01, 6.9410e-07, 1.4889e-02, 2.5666e-01,\n",
|
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|
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|
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+ " 2.0935e-01, 3.0434e-01, 2.8785e-01, 1.6745e-05, 8.5251e-02,\n",
|
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|
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|
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|
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+ " 2.0641e-02, 1.1930e-01, 7.5190e-02, 2.3358e-01, 9.5159e-02,\n",
|
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+ " 7.5146e-02, 3.0920e-01, 8.3629e-02, 1.3217e-01, 6.8588e-02,\n",
|
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|
+ " 2.3170e-01, 2.5341e-01, 1.1741e-01, 7.1559e-02, 1.3768e-01,\n",
|
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|
+ " 9.1425e-02, 7.4353e-02, 9.2097e-02, -8.5301e-02, 1.2426e-01,\n",
|
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+ " 1.6476e-01, 1.4271e-01, 1.3651e-01, 1.7933e-01, -8.1450e-02,\n",
|
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|
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+ " 2.1919e-03, 2.9875e-02, 2.6808e-01, 1.6787e-01, 1.1046e-01,\n",
|
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|
+ " -2.0005e-02, 2.3968e-01, 1.2319e-01, 1.4940e-01, 1.1656e-05,\n",
|
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+ " 8.3234e-02, 2.5765e-01, 1.8693e-01, 1.7243e-01, 1.7073e-01,\n",
|
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+ " 1.4890e-01, 2.8781e-02, 1.6498e-01, 2.4636e-01, -1.9682e-03,\n",
|
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+ " -1.6797e-06, 1.5964e-01, 2.7695e-01, 2.5032e-01, -9.9016e-04,\n",
|
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+ " 1.2319e-01, -3.9883e-03, 8.5547e-02, 1.5940e-01, 9.1111e-03,\n",
|
|
|
+ " 7.4232e-02, 1.4777e-01, 2.1384e-01, 2.1428e-01, 1.5542e-05,\n",
|
|
|
+ " 2.6570e-01, 3.2051e-01, 8.8401e-07, 2.7380e-01, -4.2305e-08,\n",
|
|
|
+ " 5.1098e-03, 1.5434e-01, -8.5196e-02, 1.4073e-01, 1.9943e-01,\n",
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+ " 6.3479e-02, -1.5602e-05, 7.5022e-02, 1.0566e-01, 1.6421e-01,\n",
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|
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+ " 1.4350e-01])), ('pretrained_model.layer1.0.bn3.bias', tensor([-2.1438e-02, 9.9289e-02, -9.2199e-03, 8.9338e-02, -4.2064e-02,\n",
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+ " 6.6759e-02, 4.9047e-02, -2.3844e-07, 1.7107e-01, 6.2827e-02,\n",
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|
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|
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|
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|
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|
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+ " 1.8465e-01])), ('pretrained_model.layer1.0.downsample.1.bias', tensor([-2.1438e-02, 9.9289e-02, -9.2199e-03, 8.9338e-02, -4.2064e-02,\n",
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+ " 1.6456e-02, 4.4015e-02, 4.5919e-16, 4.9999e-02, 1.7198e-02, 1.2146e-02,\n",
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+ " 3.4393e-02, 1.6789e-02, 1.4317e-02, 2.5185e-02])), ('pretrained_model.layer1.1.bn1.num_batches_tracked', tensor(0)), ('pretrained_model.layer1.1.conv2.weight', tensor([[[[ 0.0159, -0.0011, 0.0129],\n",
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+ "\n",
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+ "\n",
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+ " [[-0.0145, -0.0293, -0.0155],\n",
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+ " [ 0.0484, 0.0381, 0.0299],\n",
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+ "\n",
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+ "\n",
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+ " ...,\n",
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+ "\n",
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+ "\n",
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+ "\n",
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|
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+ "\n",
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+ "\n",
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+ " [[-0.0177, 0.0052, -0.0448],\n",
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|
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|
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|
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|
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+ " [[ 0.0244, 0.0069, -0.0003],\n",
|
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|
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|
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+ " 0.1405, 0.1912, 0.2080, 0.1884, 0.1467, 0.1827, 0.1937, 0.1629, 0.2004,\n",
|
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|
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+ " 0.1690, 0.2067, 0.1321, 0.2126, 0.2667, 0.1838, 0.1881, 0.1082, 0.1493,\n",
|
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+ " 0.1634])), ('pretrained_model.layer1.1.bn2.bias', tensor([-0.3297, -0.1254, -0.0071, 0.0091, -0.1101, 0.3139, 0.0209, -0.0090,\n",
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|
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+ " -0.0309, -0.0939, -0.0103, -0.0882, 0.0901, -0.1207, 0.0247, 0.0828,\n",
|
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+ " 0.0986, -0.1905, 0.2625, -0.1363, 0.2490, 0.2714, -0.0653, 0.0495,\n",
|
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+ " -0.0149, -0.0646, 0.0054, 0.0129, 0.2019, -0.0451, -0.0547, -0.0828,\n",
|
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+ " -0.2110, -0.0763, -0.0728, -0.0448, -0.0767, -0.0833, -0.0980, 0.0260,\n",
|
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+ " -0.1134, -0.1236, 0.0689, -0.0089, -0.0308, -0.0267, 0.2656, 0.0441,\n",
|
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|
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+ " -0.1500, -0.0016, -0.1485, 0.0993, 0.0241, 0.0494, 0.0987, 0.0134,\n",
|
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|
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+ " -0.0633, 0.0838, -0.1311, -0.0062, -0.1043, 0.0775, 0.0290, -0.0480,\n",
|
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+ " -0.1059, -0.2387, -0.0706, -0.0871, -0.1668, 0.1158, -0.0287, 0.0215,\n",
|
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+ " -0.0497, -0.0781, 0.1716, -0.2097, -0.0483, -0.0081, -0.0800, -0.0311,\n",
|
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+ " -0.0947, -0.0085, -0.1800, -0.1054, -0.3984, 0.1734, -0.1994, 0.0215,\n",
|
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+ " -0.0819, -0.0840, 0.1559, -0.0239, -0.0292, -0.0627, -0.1608, -0.0229])), ('pretrained_model.layer1.1.bn2.running_var', tensor([0.0070, 0.0117, 0.0128, 0.0168, 0.0122, 0.0123, 0.0199, 0.0184, 0.0130,\n",
|
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+ " 0.0225, 0.0110, 0.0194, 0.0086, 0.0092, 0.0192, 0.0089, 0.0216, 0.0093,\n",
|
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+ " 0.0091, 0.0168, 0.0166, 0.0114, 0.0128, 0.0206, 0.0140, 0.0080, 0.0174,\n",
|
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+ " 0.0051, 0.0088, 0.0154, 0.0115, 0.0161, 0.0156, 0.0091, 0.0254, 0.0177,\n",
|
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+ " 0.0254, 0.0120, 0.0160, 0.0071, 0.0053, 0.0127, 0.0131, 0.0077, 0.0129,\n",
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+ " 0.0108, 0.0087, 0.0183, 0.0066, 0.0113, 0.0119, 0.0262, 0.0113, 0.0110,\n",
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+ " 0.0177, 0.0179, 0.0169, 0.0106, 0.0111, 0.0164, 0.0255, 0.0099, 0.0055,\n",
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+ " 0.0108])), ('pretrained_model.layer1.1.bn2.num_batches_tracked', tensor(0)), ('pretrained_model.layer1.1.conv3.weight', tensor([[[[ 6.3315e-02]],\n",
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+ "\n",
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+ " [[-1.0808e-03]],\n",
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+ " [[-7.8892e-04]],\n",
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+ " [[-3.9193e-02]]]])), ('pretrained_model.layer1.1.bn3.weight', tensor([-2.0737e-03, 5.6387e-04, 8.0562e-02, -1.3142e-02, 1.5655e-01,\n",
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+ "\n",
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|
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+ " 0.1230, -0.0417, 0.2616, 0.0440, -0.0401, 0.0036, 0.0781, 0.2989,\n",
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+ " -0.0312, 0.1017, -0.1347, 0.0576, -0.0489, 0.0584, -0.2261, -0.0187,\n",
|
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+ " -0.2810, -0.2077, -0.0583, 0.0615, -0.0575, -0.2068, -0.1423, 0.1429,\n",
|
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+ " 0.0244, 0.0163, 0.0078, 0.0273, 0.0245, 0.0191, 0.0279, 0.0088, 0.0343,\n",
|
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+ " 0.0192, 0.0239, 0.0216, 0.0126, 0.0205, 0.0149, 0.0286, 0.0255, 0.0252,\n",
|
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+ " 0.0269, 0.0229, 0.0104, 0.0124, 0.0173, 0.0201, 0.0184, 0.0221, 0.0287,\n",
|
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+ " 0.0142, 0.0133, 0.0158, 0.0205, 0.0082, 0.0319, 0.0232, 0.0221, 0.0202,\n",
|
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+ " 0.0064, 0.0203, 0.0204, 0.0150, 0.0118, 0.0200, 0.0347, 0.0116, 0.0177,\n",
|
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+ " 0.0200, 0.0307, 0.0104, 0.0208, 0.0153, 0.0176, 0.0173, 0.0226, 0.0118,\n",
|
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+ " 0.0193])), ('pretrained_model.layer1.2.bn1.num_batches_tracked', tensor(0)), ('pretrained_model.layer1.2.conv2.weight', tensor([[[[ 0.0314, 0.0024, -0.0249],\n",
|
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+ " [ 0.0012, -0.0102, -0.0099],\n",
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+ " [-0.0439, 0.0327, -0.0094]],\n",
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+ "\n",
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+ " [[ 0.0189, -0.0589, 0.0208],\n",
|
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+ " [ 0.0231, -0.0554, 0.0253],\n",
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+ " [-0.0194, 0.0048, -0.0087]],\n",
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+ "\n",
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+ " [[ 0.0167, 0.0106, 0.0270],\n",
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+ " [ 0.0024, -0.0124, 0.0238],\n",
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+ " [-0.0005, -0.0049, 0.0115]],\n",
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+ "\n",
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+ " ...,\n",
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+ "\n",
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+ " [[ 0.0087, -0.0126, 0.0054],\n",
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+ " [-0.0041, -0.0019, -0.0177],\n",
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+ " [-0.0195, 0.0262, -0.0080]],\n",
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+ " [-0.0472, 0.0366, 0.0254],\n",
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+ " [[ 0.0011, -0.0115, -0.0267],\n",
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+ "\n",
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+ " [-0.0013, 0.0129, -0.0264],\n",
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+ "\n",
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+ "\n",
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+ " [[-0.0255, 0.0179, 0.0060],\n",
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+ " [-0.0003, 0.0278, 0.0237],\n",
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+ " [[ 0.0118, 0.0078, 0.0269],\n",
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+ "\n",
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+ " ...,\n",
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+ "\n",
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+ " [[-0.0081, 0.0249, 0.0532],\n",
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+ "\n",
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+ "\n",
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+ " [[-0.0007, 0.0222, -0.0067],\n",
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+ " [ 0.0102, 0.0019, 0.0224],\n",
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+ " [-0.0085, 0.0270, 0.0015]]],\n",
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+ "\n",
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+ "\n",
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+ " ...,\n",
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+ "\n",
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+ "\n",
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+ " [[[-0.0473, 0.0069, 0.0012],\n",
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+ " [ 0.0259, -0.0028, -0.0079]],\n",
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+ "\n",
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+ " ...,\n",
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+ " [[-0.0426, -0.0270, 0.0277],\n",
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+ " [[ 0.0491, -0.0019, 0.0013],\n",
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+ " [-0.0397, -0.0368, 0.0642],\n",
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+ " [-0.0365, -0.0077, 0.0392]]],\n",
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+ "\n",
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|
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+ " [ 0.0055, 0.0073, 0.0051],\n",
|
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+ " [ 0.0088, 0.0060, 0.0176]],\n",
|
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+ "\n",
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+ " ...,\n",
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+ "\n",
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+ " [[-0.0313, 0.0150, 0.0495],\n",
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+ " [-0.0412, 0.0360, 0.0131],\n",
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+ " [-0.0204, -0.0029, 0.0444],\n",
|
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+ " [-0.0017, 0.0201, 0.0027]],\n",
|
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+ "\n",
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+ " [[-0.0075, -0.0054, 0.0251],\n",
|
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+ " [ 0.0171, 0.0010, -0.0144],\n",
|
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+ " [ 0.0362, -0.0060, -0.0248]]],\n",
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+ "\n",
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+ "\n",
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+ " [[[ 0.0027, 0.0119, 0.0006],\n",
|
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+ " [ 0.0232, -0.0345, 0.0100],\n",
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|
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+ "\n",
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+ " [[ 0.0027, -0.0010, -0.0112],\n",
|
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|
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+ "\n",
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|
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+ " ...,\n",
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|
+ "\n",
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+ " [[-0.0338, -0.0105, 0.0070],\n",
|
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+ " [ 0.0157, -0.0252, -0.0431],\n",
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|
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|
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+ " [-0.0147, 0.0214, -0.0191]],\n",
|
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|
+ "\n",
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+ " [[-0.0182, 0.0113, -0.0115],\n",
|
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|
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+ " 0.2194, 0.2209, 0.2392, 0.2449, 0.1927, 0.2276, 0.2401, 0.2455, 0.2365,\n",
|
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+ " 0.2279, 0.2218, 0.2117, 0.2498, 0.2456, 0.1529, 0.2395, 0.2118, 0.1995,\n",
|
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+ " 0.2586, 0.1732, 0.1112, 0.2591, 0.2543, 0.1780, 0.1946, 0.1768, 0.2369,\n",
|
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+ " 0.2244, 0.2407, 0.2097, 0.1856, 0.2510, 0.2467, 0.2237, 0.2199, 0.2352,\n",
|
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+ " 0.2396, 0.2113, 0.2573, 0.1720, 0.2145, 0.1671, 0.2136, 0.2357, 0.2096,\n",
|
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+ " 0.2369])), ('pretrained_model.layer1.2.bn2.bias', tensor([-0.0361, -0.0820, -0.0408, -0.0613, -0.0948, -0.0883, -0.0026, -0.0444,\n",
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|
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+ " -0.0787, 0.0538, -0.0595, -0.0887, -0.0545, -0.1078, -0.0352, -0.0283,\n",
|
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|
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+ " 0.1095, -0.0828, -0.0083, -0.0143, -0.1472, 0.1142, 0.2597, -0.1281,\n",
|
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+ " -0.0834, 0.1176, -0.0520, 0.0529, -0.0392, -0.0867, -0.0830, -0.0488,\n",
|
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+ " 0.0007, -0.0654, -0.0335, -0.0669, -0.0200, -0.0705, -0.0765, -0.1032,\n",
|
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|
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|
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+ " -0.0207, -0.0065, -0.0452, -0.0297, -0.0036, -0.0093, -0.0486, -0.0874,\n",
|
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+ " -0.0005, -0.0111, -0.0342, -0.0435, -0.1324, 0.0285, 0.0022, -0.0260,\n",
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+ " -0.0159, -0.1209, 0.0971, 0.0053, -0.0529, 0.0606, -0.0783, -0.0245,\n",
|
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+ " -0.0043, -0.0796, -0.0564, -0.0826, -0.0803, -0.0848, -0.0317, -0.0566,\n",
|
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+ " 0.0223, -0.0326, 0.0414, -0.0141, 0.2630, -0.0500, -0.0525, -0.1153])), ('pretrained_model.layer1.2.bn2.running_var', tensor([0.0212, 0.0235, 0.0182, 0.0213, 0.0105, 0.0145, 0.0178, 0.0099, 0.0149,\n",
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+ " 0.0274, 0.0201, 0.0077, 0.0212, 0.0254, 0.0287, 0.0196, 0.0196, 0.0241,\n",
|
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+ " 0.0147, 0.0241, 0.0259, 0.0107, 0.0190, 0.0245, 0.0132, 0.0262, 0.0236,\n",
|
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+ " 0.0228, 0.0300, 0.0198, 0.0201, 0.0198, 0.0106, 0.0263, 0.0211, 0.0149,\n",
|
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+ " 0.0157, 0.0138, 0.0114, 0.0135, 0.0240, 0.0159, 0.0139, 0.0144, 0.0239,\n",
|
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+ " 0.0203, 0.0184, 0.0173, 0.0171, 0.0150, 0.0273, 0.0153, 0.0226, 0.0211,\n",
|
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|
+ " 0.0195, 0.0154, 0.0270, 0.0114, 0.0216, 0.0126, 0.0096, 0.0183, 0.0174,\n",
|
|
|
+ " 0.0156])), ('pretrained_model.layer1.2.bn2.num_batches_tracked', tensor(0)), ('pretrained_model.layer1.2.conv3.weight', tensor([[[[ 0.0019]],\n",
|
|
|
+ "\n",
|
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+ " [[ 0.0014]],\n",
|
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|
+ "\n",
|
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+ " [[-0.0013]],\n",
|
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+ "\n",
|
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|
+ " ...,\n",
|
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|
+ "\n",
|
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|
+ " [[ 0.0038]],\n",
|
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+ "\n",
|
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|
+ " [[ 0.0052]],\n",
|
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+ "\n",
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+ " [[ 0.0038]]],\n",
|
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+ "\n",
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+ "\n",
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+ " [[[-0.0002]],\n",
|
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+ "\n",
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+ " [[ 0.0055]],\n",
|
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+ "\n",
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+ " [[ 0.0067]],\n",
|
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|
+ "\n",
|
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+ " ...,\n",
|
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|
+ "\n",
|
|
|
+ " [[-0.0053]],\n",
|
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+ "\n",
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+ " [[ 0.0091]],\n",
|
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+ "\n",
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|
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+ "\n",
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+ "\n",
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|
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+ "\n",
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|
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+ "\n",
|
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|
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|
+ "\n",
|
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+ " [[-0.0260]],\n",
|
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|
+ "\n",
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|
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+ "\n",
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+ " [[-0.1208]]],\n",
|
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|
+ "\n",
|
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+ "\n",
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|
+ " ...,\n",
|
|
|
+ "\n",
|
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|
+ "\n",
|
|
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+ " [[[-0.0017]],\n",
|
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+ "\n",
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+ " [[-0.0032]],\n",
|
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+ "\n",
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+ " [[ 0.0043]],\n",
|
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+ "\n",
|
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+ " ...,\n",
|
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|
+ "\n",
|
|
|
+ " [[-0.0021]],\n",
|
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+ "\n",
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+ " [[ 0.0061]],\n",
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+ "\n",
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+ " [[ 0.0043]]],\n",
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+ "\n",
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+ "\n",
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+ " [[[ 0.0028]],\n",
|
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+ "\n",
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+ " [[ 0.0031]],\n",
|
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|
+ "\n",
|
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|
+ " [[-0.0055]],\n",
|
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+ "\n",
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+ " ...,\n",
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+ "\n",
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+ "\n",
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+ "\n",
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+ " [[ 0.0027]],\n",
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+ "\n",
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+ " ...,\n",
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+ "\n",
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+ " [[ 0.0075]],\n",
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+ "\n",
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+ " [[-0.0365]],\n",
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+ "\n",
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+ "\n",
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+ " -0.0042, -0.3868, -0.2313, -0.1786, -0.1264, -0.2107, -0.0476, -0.0306,\n",
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+ " 0.0242, 0.0208, 0.0154, 0.0108, 0.0208, 0.0147, 0.0375, 0.0190, 0.0220,\n",
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+ " 0.0287, 0.1469, 0.0232, 0.0274, 0.0187, 0.0211, 0.0371, 0.0151, 0.0333,\n",
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+ " 0.0133, 0.0352, 0.0072, 0.0459, 0.0415, 0.0315, 0.0252, 0.0214, 0.0194,\n",
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+ " 0.0279, 0.0203, 0.0132, 0.0225, 0.0233, 0.0192, 0.0257, 0.0285, 0.0399,\n",
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+ " 0.0169, 0.0241, 0.0184, 0.0211, 0.0131, 0.0129, 0.0136, 0.0261, 0.0259,\n",
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+ " 0.0312, 0.0290])), ('pretrained_model.layer2.0.bn1.num_batches_tracked', tensor(0)), ('pretrained_model.layer2.0.conv2.weight', tensor([[[[ 3.9157e-04, 2.7163e-03, 2.4243e-03],\n",
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+ " [-3.3300e-03, 8.8771e-03, 1.3304e-02],\n",
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+ " [ 5.8324e-03, 1.5874e-02, 2.5939e-02]],\n",
|
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+ "\n",
|
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+ " [[-5.4987e-03, -2.6581e-02, -1.8247e-02],\n",
|
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+ " [ 9.6140e-03, 1.8665e-02, 1.3539e-02],\n",
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+ " [ 1.0390e-02, 2.1880e-02, 3.4606e-02]],\n",
|
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+ "\n",
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+ " [[ 4.1082e-03, -9.6584e-03, 3.4262e-03],\n",
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+ " [-8.9566e-03, -8.3364e-03, -3.4753e-03],\n",
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+ " [ 1.0935e-02, 6.6114e-03, 2.4962e-03]],\n",
|
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+ "\n",
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+ " ...,\n",
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+ "\n",
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+ " [[-1.2374e-02, -8.6722e-03, -1.6257e-02],\n",
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+ "\n",
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+ " [[-4.5237e-02, -3.1673e-02, -1.8064e-02],\n",
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+ " [-2.4540e-02, -1.4516e-03, -2.1449e-02],\n",
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+ " [-2.2097e-02, 3.5970e-03, 2.5711e-02]],\n",
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+ "\n",
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+ " [[-6.3141e-05, -1.8139e-03, -1.6226e-02],\n",
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+ " [ 1.0186e-02, 2.7595e-03, -1.4243e-02],\n",
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+ " [-1.1770e-02, -2.7822e-02, -2.3445e-02]]],\n",
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+ "\n",
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+ "\n",
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+ " [[[ 3.1273e-02, 1.2293e-02, 1.2143e-02],\n",
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+ " [ 1.7000e-02, 2.0430e-02, 2.9604e-02],\n",
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+ " [ 1.0591e-02, 1.6537e-02, 5.0549e-03]],\n",
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+ "\n",
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+ " [[ 1.3543e-03, 1.1283e-02, -9.4035e-03],\n",
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+ " [-1.1163e-02, 5.8077e-04, -5.0411e-03],\n",
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+ " [-2.4297e-04, 4.1198e-03, -1.8542e-02]],\n",
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+ "\n",
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+ " [[-8.3210e-03, -2.0656e-02, 2.6997e-02],\n",
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+ " [-2.0610e-02, -6.9446e-03, 1.6334e-02]],\n",
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+ "\n",
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+ " ...,\n",
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+ "\n",
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+ " [[ 1.0998e-03, -2.4464e-02, -1.9933e-02],\n",
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|
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+ " [-2.4310e-02, -2.1467e-02, -9.1311e-03]],\n",
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+ "\n",
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+ " [[ 2.6214e-02, 3.1041e-02, 2.4545e-02],\n",
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+ " [ 1.8407e-02, -8.8793e-03, 2.1081e-02],\n",
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+ " [ 3.0385e-02, 3.8550e-02, 3.2590e-02]],\n",
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+ "\n",
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+ " [[ 2.0733e-02, 2.4819e-02, 1.2013e-03],\n",
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+ " [ 2.6182e-02, 3.5007e-02, 2.0002e-02],\n",
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+ " [ 1.7705e-02, 3.3754e-02, 1.3039e-02]]],\n",
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+ "\n",
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+ "\n",
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+ " [[[ 1.6248e-02, -1.7419e-02, -4.5411e-02],\n",
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+ " [ 3.4571e-02, 6.1084e-03, -3.0384e-02],\n",
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+ " [ 1.7354e-02, -1.1429e-02, -2.8254e-02]],\n",
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+ "\n",
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+ " [[-5.3599e-03, -2.0992e-03, 1.8247e-02],\n",
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+ " [ 3.2450e-03, 1.1929e-02, -1.6518e-04],\n",
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+ " [ 5.8611e-03, -4.2213e-03, 4.3378e-03]],\n",
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+ "\n",
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+ " [[-2.9458e-02, 7.4996e-03, 4.2710e-02],\n",
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+ " [-3.5817e-02, -2.0470e-02, 2.2258e-02]],\n",
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+ "\n",
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+ "\n",
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+ " [[-1.8723e-02, -2.2601e-03, 7.8434e-03],\n",
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+ " [ 2.6507e-03, -2.0229e-02, 1.3633e-03]],\n",
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+ "\n",
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+ " [[ 4.4697e-02, 4.0954e-02, 8.7336e-03],\n",
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+ " [ 1.5761e-02, 2.0444e-04, 3.4453e-03],\n",
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+ " [ 1.0793e-02, 3.5539e-02, 1.5560e-03]],\n",
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+ "\n",
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+ " [[-1.2518e-02, -1.4133e-02, -3.1826e-02],\n",
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+ " [-1.0617e-02, -2.2489e-02, -3.8060e-02]]],\n",
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+ "\n",
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+ "\n",
|
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+ " ...,\n",
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+ "\n",
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+ "\n",
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+ " [[[-1.2963e-02, -2.4047e-02, -2.5092e-02],\n",
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+ " [-2.1347e-02, -2.7811e-02, -4.3899e-02]],\n",
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+ "\n",
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+ " [[-5.8557e-03, -2.9872e-03, -3.7233e-03],\n",
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+ " [-5.4543e-03, -8.3088e-04, -1.2241e-02],\n",
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+ " [-4.0873e-03, -1.7943e-02, -1.1948e-02]],\n",
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+ "\n",
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+ " [[-1.9501e-02, -1.6190e-02, 1.6275e-02],\n",
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+ " [-3.2240e-02, -2.0313e-02, 2.4476e-02],\n",
|
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+ " [ 1.2209e-02, 1.6459e-02, 6.0424e-02]],\n",
|
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+ "\n",
|
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+ " ...,\n",
|
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+ "\n",
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+ " [[-1.7562e-02, -2.0256e-03, 3.1596e-03],\n",
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+ " [-5.8696e-03, -9.9424e-03, 3.3814e-03],\n",
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+ " [ 5.4374e-04, -8.1072e-03, -6.5874e-03]],\n",
|
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+ "\n",
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+ " [[-6.4275e-03, 3.1021e-02, 1.6022e-02],\n",
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+ " [-1.6778e-02, 1.5383e-02, 6.7115e-03],\n",
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+ " [-3.5828e-02, -1.4229e-02, -1.7205e-02]],\n",
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+ "\n",
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+ " [[-8.8585e-03, -6.4179e-03, -2.5786e-02],\n",
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|
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+ " [-3.9242e-03, -3.3757e-03, -1.5657e-02]]],\n",
|
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+ "\n",
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+ "\n",
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+ " [[[ 7.5873e-03, 9.4366e-03, -1.8550e-02],\n",
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+ " [ 1.1098e-02, -3.2289e-03, 1.0598e-03],\n",
|
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+ " [-1.5398e-02, -3.9005e-03, 1.2341e-02]],\n",
|
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+ "\n",
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+ " [[-7.2070e-03, -7.7926e-03, 2.5382e-02],\n",
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+ " [-1.8016e-02, -8.0922e-04, 1.8401e-02],\n",
|
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+ " [-1.4523e-02, 1.4517e-03, -1.5064e-02]],\n",
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+ "\n",
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+ " [[-4.4941e-03, 1.5376e-02, -2.0750e-03],\n",
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+ " [ 1.2707e-03, -1.8859e-03, -6.5637e-03],\n",
|
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+ " [ 1.0128e-02, 2.8928e-03, -7.1483e-03]],\n",
|
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+ "\n",
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+ " ...,\n",
|
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+ "\n",
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+ " [[ 2.2405e-03, -2.3762e-03, 1.6470e-02],\n",
|
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+ " [ 4.5117e-03, 1.4172e-04, -4.4227e-03],\n",
|
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+ " [-9.8842e-03, 2.2886e-02, -2.4238e-02]],\n",
|
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+ "\n",
|
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|
+ " [[ 4.1568e-02, 1.5931e-03, -1.8521e-02],\n",
|
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|
+ " [ 1.0036e-02, 1.2103e-03, -2.5269e-02],\n",
|
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+ " [ 1.8080e-02, -2.5183e-02, 1.6178e-02]],\n",
|
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+ "\n",
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+ " [[-2.4473e-02, -2.3830e-02, -1.4847e-02],\n",
|
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+ " [-1.7393e-02, -2.0575e-02, 6.0835e-03],\n",
|
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+ " [-1.7162e-02, -1.6309e-02, 1.8961e-03]]],\n",
|
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+ "\n",
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+ "\n",
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+ " [[[-1.0061e-02, -2.5921e-02, 4.7780e-03],\n",
|
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+ " [-2.0655e-02, -2.8235e-02, -2.4998e-02],\n",
|
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|
+ " [-3.1229e-02, -4.4019e-02, -2.6475e-02]],\n",
|
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+ "\n",
|
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+ " [[ 1.7756e-02, 1.4039e-02, 1.6651e-02],\n",
|
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+ " [ 3.1400e-02, 2.0089e-02, 2.9915e-02],\n",
|
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+ " [-5.6600e-03, 1.0724e-02, 7.0019e-03]],\n",
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+ "\n",
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+ " [[-1.5029e-03, -4.5874e-03, -2.1283e-03],\n",
|
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+ " [ 1.9380e-02, -6.7429e-03, -1.7276e-02],\n",
|
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|
+ " [ 1.0648e-02, 3.5506e-02, 3.2538e-02]],\n",
|
|
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+ "\n",
|
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|
+ " ...,\n",
|
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+ "\n",
|
|
|
+ " [[ 2.9352e-02, -1.2356e-02, -1.4653e-02],\n",
|
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+ " [ 1.5338e-02, 2.7154e-02, -8.8433e-03],\n",
|
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|
+ " [-1.8926e-02, -1.6565e-03, -8.4622e-03]],\n",
|
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+ "\n",
|
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|
+ " [[ 1.6170e-04, 1.9328e-02, 3.2506e-02],\n",
|
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+ " [-2.0583e-02, 2.4892e-02, 2.6877e-03],\n",
|
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|
+ " [ 1.3006e-02, -2.5178e-02, -2.7266e-02]],\n",
|
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+ "\n",
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+ " [[-3.4030e-03, -6.0520e-03, -5.6497e-03],\n",
|
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|
+ " [ 2.0555e-02, 6.2291e-03, -5.8743e-03],\n",
|
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+ " [ 4.2028e-03, -4.6056e-03, -1.7454e-03]]]])), ('pretrained_model.layer2.0.bn2.weight', tensor([0.2027, 0.1685, 0.1642, 0.2266, 0.2075, 0.1856, 0.2181, 0.1656, 0.2172,\n",
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+ " 0.2082, 0.2276, 0.1698, 0.1869, 0.1964, 0.1805, 0.2076, 0.1551, 0.2118,\n",
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+ " 0.1869, 0.1940, 0.1567, 0.2023, 0.2072, 0.1314, 0.1934, 0.1462, 0.1420,\n",
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+ " 0.2019, 0.3136, 0.1947, 0.1999, 0.1905, 0.1905, 0.2208, 0.1416, 0.2285,\n",
|
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+ " 0.2015, 0.1568, 0.2019, 0.2034, 0.1523, 0.2042, 0.1932, 0.2219, 0.1909,\n",
|
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+ " 0.2872, 0.1735, 0.2418, 0.1633, 0.1569, 0.1778, 0.2272, 0.2306, 0.1740,\n",
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+ " 0.1607, 0.2009, 0.2249, 0.1356, 0.1682, 0.1638, 0.2182, 0.2131, 0.2568,\n",
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+ " 0.1473, 0.2024, 0.2076, 0.1555, 0.1788, 0.1626, 0.2117, 0.2317, 0.1691,\n",
|
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+ " 0.1946, 0.1572, 0.1919, 0.2173, 0.1945, 0.2210, 0.1764, 0.1679, 0.1569,\n",
|
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+ " 0.2027, 0.1897])), ('pretrained_model.layer2.0.bn2.bias', tensor([-0.0692, 0.1545, 0.1520, -0.0693, -0.0768, -0.1262, 0.0783, 0.0129,\n",
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+ " -0.0138, -0.0508, -0.0450, 0.0133, -0.0498, 0.0222, -0.0152, 0.1282,\n",
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+ " 0.0823, -0.0357, -0.0264, -0.0383, 0.0411, 0.1064, -0.0476, -0.0185,\n",
|
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+ " 0.0229, -0.0535, -0.0291, -0.0087, -0.0277, -0.0616, -0.0524, 0.1289,\n",
|
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+ " -0.0826, -0.0470, -0.0048, -0.1723, 0.0140, -0.0173, -0.0210, 0.1796,\n",
|
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+ " 0.0007, -0.0932, -0.0956, -0.0730, 0.0378, 0.1326, -0.0621, -0.0425,\n",
|
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+ " 0.1783, 0.0062, 0.1603, -0.0238, 0.2431, -0.0320, -0.0973, 0.0693,\n",
|
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+ " 0.2111, -0.0681, 0.0485, 0.0602, -0.0463, -0.0304, 0.2014, 0.0238,\n",
|
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+ " 0.0490, 0.0429, -0.0611, -0.0312, 0.2248, -0.0336, 0.2353, 0.1777,\n",
|
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+ " -0.0492, -0.1014, -0.0398, -0.0181, 0.1321, -0.0369, -0.0053, 0.2267,\n",
|
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+ " -0.0098, -0.0237, 0.1650, -0.0484, 0.0034, 0.1557, -0.0734, -0.0199,\n",
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+ " -0.0422, -0.0146, -0.3140, 0.0915, 0.0694, 0.0223, 0.0530, 0.1684,\n",
|
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+ " -0.0528, 0.0561, 0.1400, -0.0214, -0.0747, -0.1160, 0.2798, -0.0587,\n",
|
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+ " 0.1446, 0.0228, -0.0236, -0.0257, 0.2521, -0.0347, -0.0583, 0.0037,\n",
|
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|
+ " 0.0679, -0.0385, -0.0063, -0.1050, 0.0975, 0.0069, 0.1837, 0.0237,\n",
|
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+ "\n",
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|
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+ " 1.5167e-01, -7.9629e-03, 1.5929e-01, 1.4404e-01, 9.7239e-02,\n",
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+ " 1.7144e-01, 1.6312e-01, 1.2742e-01, 1.0330e-01, 1.4889e-01,\n",
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+ " 1.0801e-01, 1.1188e-01, 1.2059e-01, 4.8762e-02, -2.4179e-03,\n",
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+ " 1.7415e-01, -1.4257e-06, 4.5668e-08, 6.0625e-07, 1.5862e-02,\n",
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+ " 7.1967e-02, 1.5601e-01, 1.6337e-02, 7.7235e-08, 1.9838e-02,\n",
|
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+ " 1.5968e-01, 1.5004e-01, 7.9328e-02, 9.3554e-02, 1.9014e-01,\n",
|
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+ " 2.5329e-08, 1.8498e-01, 1.3478e-01, 9.7878e-02, 8.8486e-02,\n",
|
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+ " 1.5854e-01, 2.4043e-01, 1.5618e-07, -2.5971e-03, 9.7443e-02,\n",
|
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+ " 8.6303e-02, 2.0683e-01, -8.2538e-04, 2.1347e-01, 7.6359e-02,\n",
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+ " -2.5149e-02, 1.4442e-01, 1.8309e-02, 2.0526e-01, -1.4693e-02,\n",
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+ " 1.7849e-01, 7.9114e-08, 2.0450e-02, 1.1448e-01, 4.0140e-03,\n",
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|
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|
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+ " 2.8661e-02, -5.8349e-03, 1.1554e-01, 1.3329e-01, 1.4505e-07,\n",
|
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+ " 1.3798e-01, -6.5271e-03])), ('pretrained_model.layer2.0.bn3.bias', tensor([ 6.9339e-02, -6.4782e-02, -4.8200e-03, 1.7740e-02, 4.2893e-02,\n",
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+ " 5.3493e-02, 4.0363e-02, -1.4143e-02, -3.7347e-02, -8.5167e-07,\n",
|
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+ " 7.7024e-02, 1.4073e-01])), ('pretrained_model.layer2.0.bn3.running_mean', tensor([-1.2678e-02, 5.7718e-02, 1.1580e-03, 7.2034e-03, 1.4888e-02,\n",
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+ " 5.9541e-03, 5.3593e-02, -3.9411e-02, -1.6505e-02, -7.0773e-03,\n",
|
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+ " -4.8424e-02, 1.5326e-03, -4.3876e-02, -3.0384e-02, -3.1740e-02,\n",
|
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|
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+ " -9.9279e-02, -3.6167e-02, 1.7671e-02, 3.1855e-02, 8.4398e-07,\n",
|
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|
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+ " -9.2566e-03, 4.1038e-02, -4.7445e-03, -1.0760e-06, 4.2986e-02,\n",
|
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+ " 4.1997e-02, -3.6137e-02, -3.0639e-02, 7.8017e-02, -2.5080e-02,\n",
|
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+ " -3.8469e-02, 1.0298e-01, 5.4568e-03, -7.6763e-02, 6.1297e-03,\n",
|
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+ " -2.5526e-02, 3.6030e-04, 1.8928e-03, -6.4625e-02, -3.3946e-02,\n",
|
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+ " 6.3493e-02, -3.9935e-02, 3.4918e-03, -1.1496e-02, 1.6709e-06,\n",
|
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+ " 1.6688e-06, 2.1906e-02, -2.9420e-02, 2.5808e-02, 2.4148e-08,\n",
|
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+ " -1.0898e-02, -1.6287e-02, -5.5655e-02, 6.2841e-02, 7.5679e-03,\n",
|
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+ " 7.4975e-02, 5.2714e-02, 3.2778e-03, -2.4898e-02, 1.3441e-03,\n",
|
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+ " -3.7324e-04, 5.1850e-02, -6.0952e-02, 8.7710e-02, -2.5329e-02,\n",
|
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+ " 2.0721e-02, 4.8255e-02, 5.4547e-07, -1.4447e-03, 7.3210e-03,\n",
|
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+ " 7.7623e-02, 6.6987e-02, 5.3203e-02, -7.4881e-02, -5.4301e-02,\n",
|
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+ " -1.9151e-02, -2.3741e-02, 7.3954e-02, -6.0231e-03, 6.0567e-03,\n",
|
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|
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+ " -3.5112e-03, 3.3305e-02, -3.4122e-02, -3.8994e-06, -7.1358e-02,\n",
|
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+ " -4.1478e-02, 1.4060e-02, -2.1277e-02, 5.1945e-07, -2.3727e-02,\n",
|
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|
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+ " -3.5038e-02, 1.0095e-03, 3.2861e-02, -2.8264e-01, 1.0717e-01,\n",
|
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|
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+ " -2.5840e-02, 1.1465e-02, -1.3557e-06, 1.6256e-02, -3.5462e-02,\n",
|
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+ " 1.9882e-02, -2.1286e-02, 6.4615e-03, 8.4200e-02, 1.9172e-02,\n",
|
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+ " -4.8904e-04, 1.2475e-01, 1.3739e-02, 6.6862e-02, 5.2942e-02,\n",
|
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|
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+ " -3.4736e-02, 6.3072e-02, -1.1031e-02, -1.0514e-03, 3.2643e-02,\n",
|
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+ " -5.5582e-02, -6.6460e-02, -7.9844e-03, 1.0050e-03, 7.0434e-02,\n",
|
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+ " -3.9914e-02, -1.3239e-06, 1.5402e-02, 1.0955e-02, 9.3771e-02,\n",
|
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+ " -1.1356e-02, -2.1196e-02, 6.7603e-02, -1.0458e-01, 6.3939e-03,\n",
|
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+ " 2.4197e-02, -5.0776e-08, 1.9227e-02, 9.6132e-03, -1.0106e-02,\n",
|
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+ " 5.9145e-07, 2.4910e-02, 6.9844e-02, -9.5380e-03, -3.8487e-07,\n",
|
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+ " -6.6441e-02, 9.0434e-02, 3.3263e-02, -3.0745e-02, -7.4274e-03,\n",
|
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|
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+ " -1.9432e-02, -7.7709e-02, 3.4016e-02, -1.0584e-02, -9.4147e-02,\n",
|
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+ " 2.6108e-02, 1.7570e-02, -6.0333e-08, 6.1612e-03, 5.1516e-02,\n",
|
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+ " 4.2008e-02, -1.3435e-02, 1.3955e-02, 1.8372e-02, -2.3886e-01,\n",
|
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+ " 9.4850e-02, -3.2080e-02, 7.3585e-04, 1.2906e-02, -6.1881e-08,\n",
|
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+ " 8.5814e-03, 1.3242e-05, 2.4991e-02, 2.4498e-02, -3.7355e-02,\n",
|
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|
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|
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+ " -3.5715e-02, -2.7882e-02, 1.0875e-03, -3.7710e-02, 3.5614e-02,\n",
|
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|
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|
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|
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+ " -5.3450e-03, -5.8371e-02, -3.7603e-03, 3.6666e-02, 8.0564e-02,\n",
|
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+ " 9.3083e-02, 3.4197e-03, -1.1179e-02, -6.6905e-03, -2.2409e-02,\n",
|
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+ " 2.3244e-03, -2.8570e-02, -2.0574e-02, 1.0930e-01, 5.6748e-03,\n",
|
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+ " 1.2463e-02, 1.5936e-04, -6.6477e-03, -7.4448e-03, -7.5719e-02,\n",
|
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+ " -1.0507e-01, -2.4459e-02, 8.5862e-07, 4.0363e-03, 1.4275e-03,\n",
|
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|
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+ " -1.4410e-01, 4.8296e-03, -6.0564e-02, 3.4368e-02, 5.4797e-03,\n",
|
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|
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+ " -8.5233e-03, -8.1489e-03, 2.2686e-03, 2.8720e-07, 9.6015e-03,\n",
|
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+ " 1.4774e-01, -5.0995e-02, 5.7826e-02, -2.4763e-02, -1.1118e-01,\n",
|
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|
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|
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|
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+ " -1.3506e-02, -3.1356e-08, -4.9230e-03, -1.5462e-02, 1.4888e-02,\n",
|
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|
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+ " -9.8418e-03, 2.9612e-02, -2.4053e-03, -1.3029e-01, -3.2010e-02,\n",
|
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+ " -4.8128e-02, -1.4333e-02, 1.2891e-02, -7.1898e-03, -1.7333e-05,\n",
|
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+ " 1.2888e-03, 3.4755e-02, -1.3055e-01, -6.9665e-02, -4.4241e-02,\n",
|
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+ " 8.2532e-07, 4.5251e-03, -5.9735e-02, -2.6062e-02, 4.4786e-03,\n",
|
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|
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+ " -1.9509e-02, 4.3829e-03, -9.9853e-03, -6.7538e-02, -1.2108e-03,\n",
|
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+ " 4.5184e-02, 6.0995e-06, -1.9248e-02, -4.9861e-02, -3.1567e-02,\n",
|
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+ " 8.4392e-04, 3.3696e-02, -1.0544e-02, 2.3590e-03, 1.9990e-02,\n",
|
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+ " 1.8189e-03, 1.0107e-02, -3.1159e-02, 6.4380e-03, -9.2177e-03,\n",
|
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+ " 2.2857e-07, -9.9787e-03, -1.6562e-02, 1.9596e-03, -3.5848e-02,\n",
|
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+ " 1.7392e-01, 1.6881e-02, -1.5097e-03, -8.6474e-02, 2.2218e-07,\n",
|
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+ " -2.5681e-04, 4.2982e-04, 7.8671e-02, -5.6786e-03, 7.6303e-02,\n",
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|
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+ " -3.8797e-02, 8.9446e-07, 1.4323e-02, -3.6206e-02, 5.3555e-05,\n",
|
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+ " -5.3187e-02, 1.2736e-02, 3.8947e-02, 2.4145e-02, -2.5333e-02,\n",
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|
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|
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+ " -4.1141e-02, -8.4034e-03, 2.0212e-02, -6.3904e-02, -1.6978e-03,\n",
|
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+ " 7.8319e-03, 5.1657e-03, -4.6650e-03, -8.1840e-02, -3.7151e-02,\n",
|
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+ " 8.3244e-03, -8.6334e-06, -2.6810e-02, -5.7618e-03, 1.8626e-02,\n",
|
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+ " 2.0163e-02, 1.0541e-01, 1.7297e-03, -1.3397e-01, -8.3439e-03,\n",
|
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+ " 3.4979e-03, -3.5877e-02, 3.7899e-02, 2.9477e-08, -2.6700e-02,\n",
|
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+ " 2.4249e-03, 2.8696e-03, 2.7628e-02, -1.7960e-02, 9.7157e-05,\n",
|
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+ " 4.6413e-02, -1.6191e-03, 3.8034e-02, 7.9048e-03, 9.9035e-09,\n",
|
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+ " 1.9644e-02, -1.4138e-03])), ('pretrained_model.layer2.0.bn3.running_var', tensor([4.1516e-04, 5.9319e-03, 3.4556e-06, 2.1070e-03, 2.2854e-04, 9.0417e-12,\n",
|
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|
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+ " 2.5239e-03, 6.1524e-04, 3.3175e-11, 1.7070e-03, 1.1811e-02, 2.3019e-04,\n",
|
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+ " 3.3397e-03, 1.3095e-03, 1.9598e-03, 2.3971e-04, 3.6930e-03, 6.7148e-14,\n",
|
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|
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|
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+ " 5.0759e-03, 5.8334e-03, 7.5290e-06, 1.3434e-02, 4.9776e-03, 3.9253e-03,\n",
|
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+ " 1.1153e-03, 1.6338e-04, 1.5153e-04, 3.5822e-03, 2.8160e-04, 2.7108e-03,\n",
|
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+ " 2.6034e-03, 2.7290e-03, 3.6111e-04, 7.0101e-08, 2.0634e-03, 2.3518e-03,\n",
|
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+ " 2.1503e-04, 2.7681e-03, 6.8871e-04, 1.0944e-03, 7.0355e-03, 9.5064e-13,\n",
|
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+ " 2.5590e-04, 2.4661e-03, 2.3166e-03, 1.9599e-04, 1.5887e-03, 2.8458e-03,\n",
|
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+ " 7.5814e-04, 4.0025e-03, 1.3412e-11, 3.7028e-03, 7.6216e-03, 4.0218e-03,\n",
|
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+ " 3.7790e-03, 2.3107e-03, 6.0062e-03, 4.3587e-04, 4.6702e-03, 3.4776e-04,\n",
|
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+ " 5.2212e-03, 2.4083e-03, 4.3189e-03, 2.3910e-03, 6.3264e-05, 4.6010e-03,\n",
|
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+ " 1.8950e-03, 5.8824e-03, 5.2664e-03, 2.1555e-04, 5.0366e-04, 2.0276e-11,\n",
|
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+ " 5.7586e-12, 3.5668e-03, 1.2014e-03, 3.5997e-04, 1.8765e-15, 2.1521e-03,\n",
|
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+ " 5.2134e-03, 7.3282e-04, 2.3625e-03, 4.8430e-04, 3.0430e-03, 2.8533e-03,\n",
|
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+ " 4.3962e-04, 3.6197e-03, 5.4971e-04, 1.7996e-07, 3.6087e-03, 1.8330e-03,\n",
|
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+ " 4.4459e-03, 4.6127e-04, 3.9510e-03, 3.7460e-03, 2.6922e-13, 2.7214e-03,\n",
|
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+ " 2.4722e-04, 5.1834e-03, 1.9177e-03, 4.1438e-03, 5.1866e-03, 1.5785e-03,\n",
|
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+ " 1.9905e-03, 2.2615e-03, 2.6790e-03, 2.1149e-03, 1.3846e-03, 1.1036e-03,\n",
|
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+ " 5.6527e-03, 1.9447e-03, 1.0173e-03, 2.9275e-03, 4.0837e-03, 2.1027e-03,\n",
|
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+ " 2.2198e-03, 2.3379e-11, 4.3485e-03, 1.1055e-03, 3.4127e-03, 4.7221e-03,\n",
|
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+ " 1.9646e-13, 2.2449e-03, 2.5953e-03, 2.9031e-03, 3.4266e-03, 5.8268e-08,\n",
|
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+ " 5.2593e-04, 2.5467e-04, 2.0364e-04, 2.8864e-03, 1.0563e-02, 3.8502e-03,\n",
|
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+ " 7.9475e-03, 1.5343e-03, 2.3341e-03, 2.3690e-10, 3.7504e-04, 5.1385e-03,\n",
|
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+ " 3.4663e-04, 1.3749e-11, 3.7592e-03, 1.8875e-03, 4.3737e-03, 4.5447e-04,\n",
|
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+ " 5.2911e-03, 3.2337e-03, 3.7611e-03, 1.8683e-07, 3.3618e-03, 2.0085e-03,\n",
|
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+ " 2.6251e-03, 1.4517e-03, 7.0709e-14, 1.1928e-02, 1.5009e-02, 6.1177e-04,\n",
|
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+ " 4.7773e-11, 3.6405e-03, 2.3416e-03, 5.7876e-03, 2.2410e-04, 3.1527e-03,\n",
|
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+ " 4.2180e-03, 3.3198e-03, 4.3644e-03, 4.7005e-04, 2.3597e-03, 4.1196e-04,\n",
|
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+ " 1.0273e-12, 2.8070e-03, 2.7657e-04, 3.4665e-03, 5.6706e-03, 2.7554e-03,\n",
|
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+ " 3.1420e-03, 5.0252e-03, 1.2019e-03, 3.9200e-03, 1.4538e-15, 3.4809e-03,\n",
|
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+ " 5.8148e-04, 2.5852e-04, 3.6281e-12, 3.7289e-03, 4.1555e-03, 1.6645e-04,\n",
|
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+ " 1.4155e-13, 1.3698e-03, 2.3157e-03, 3.3245e-03, 8.9913e-04, 7.5587e-05,\n",
|
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+ " 2.1912e-03, 8.8877e-03, 6.5253e-03, 1.7423e-11, 7.9321e-04, 3.8632e-03,\n",
|
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+ " 1.8438e-03, 7.2225e-04, 5.3368e-04, 4.8747e-03, 1.2022e-03, 1.4396e-03,\n",
|
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+ " 8.4618e-16, 1.6034e-03, 3.7454e-03, 3.7687e-03, 2.4507e-03, 8.3690e-04,\n",
|
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+ " 4.2256e-03, 6.3856e-03, 2.3823e-03, 2.7329e-03, 3.3692e-04, 4.6099e-04,\n",
|
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+ " 1.8018e-15, 4.9967e-03, 2.6528e-10, 4.6331e-03, 6.1907e-03, 2.0004e-03,\n",
|
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+ " 1.3179e-09, 1.3984e-03, 3.3665e-03, 6.5440e-04, 1.6510e-03, 2.7930e-03,\n",
|
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+ " 2.4215e-03, 7.8180e-03, 3.0428e-03, 2.1173e-04, 4.4667e-03, 5.9853e-04,\n",
|
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+ " 2.9945e-03, 3.3703e-03, 2.0059e-03, 2.0658e-04, 3.9413e-03, 2.9292e-03,\n",
|
|
|
+ " 6.3838e-03, 4.4543e-03, 1.4000e-03, 6.8841e-03, 5.2028e-03, 2.9922e-04,\n",
|
|
|
+ " 3.2718e-03, 1.3768e-03, 1.3423e-03, 1.7441e-04, 4.5780e-04, 1.5930e-04,\n",
|
|
|
+ " 8.4680e-10, 2.7861e-03, 3.3260e-13, 2.3824e-03, 3.9956e-03, 4.4541e-04,\n",
|
|
|
+ " 1.0428e-03, 1.9248e-04, 2.3697e-03, 6.6609e-03, 2.5596e-03, 3.6487e-04,\n",
|
|
|
+ " 2.8278e-03, 1.7834e-04, 3.9156e-04, 2.2648e-04, 5.3659e-03, 3.2391e-03,\n",
|
|
|
+ " 3.5109e-03, 1.5842e-03, 1.8967e-04, 6.6638e-08, 2.9122e-03, 3.4501e-03,\n",
|
|
|
+ " 1.6974e-03, 6.3686e-03, 5.8792e-03, 1.3137e-09, 2.6207e-04, 7.8143e-07,\n",
|
|
|
+ " 3.7781e-03, 1.6901e-03, 1.4682e-03, 2.3285e-03, 1.2456e-03, 2.3560e-03,\n",
|
|
|
+ " 6.8412e-04, 2.5041e-03, 1.0483e-03, 1.6279e-04, 2.2792e-03, 6.7343e-12,\n",
|
|
|
+ " 1.8507e-14, 9.1546e-13, 4.8266e-04, 1.7482e-03, 3.4322e-03, 4.8957e-04,\n",
|
|
|
+ " 4.7489e-14, 5.4133e-04, 2.7424e-03, 3.2420e-03, 1.8353e-03, 9.0017e-04,\n",
|
|
|
+ " 8.8115e-03, 1.6863e-15, 1.5898e-03, 2.9350e-03, 2.4394e-03, 3.1835e-03,\n",
|
|
|
+ " 4.9231e-03, 6.9455e-03, 7.2698e-14, 1.7022e-04, 1.4084e-03, 1.4628e-03,\n",
|
|
|
+ " 3.1734e-03, 2.3527e-04, 3.8303e-03, 1.1046e-03, 5.1654e-04, 3.0363e-03,\n",
|
|
|
+ " 4.6275e-04, 3.4173e-03, 8.7836e-04, 6.2120e-03, 5.2877e-15, 4.3199e-04,\n",
|
|
|
+ " 1.8823e-03, 7.9704e-04, 3.1212e-03, 2.5516e-04, 5.9743e-03, 2.0826e-04,\n",
|
|
|
+ " 8.0516e-04, 2.6904e-03, 1.7331e-03, 4.3743e-04, 3.2908e-03, 3.2865e-03,\n",
|
|
|
+ " 3.1234e-03, 3.6878e-03, 2.0335e-03, 2.1683e-04, 5.7450e-10, 5.6557e-03,\n",
|
|
|
+ " 2.2494e-03, 4.5001e-03, 4.3671e-03, 1.9956e-03, 2.4376e-12, 2.9500e-04,\n",
|
|
|
+ " 4.2105e-03, 5.7141e-03, 8.7107e-03, 6.7720e-03, 1.4918e-03, 3.8328e-03,\n",
|
|
|
+ " 9.1296e-04, 2.2683e-04, 5.6416e-03, 4.3873e-03, 3.2634e-04, 2.6348e-03,\n",
|
|
|
+ " 5.2999e-03, 2.6988e-03, 4.0886e-10, 4.1228e-04, 4.3375e-03, 4.0456e-03,\n",
|
|
|
+ " 5.8022e-03, 4.8562e-03, 3.0039e-04, 5.1766e-04, 6.6507e-03, 1.1465e-03,\n",
|
|
|
+ " 3.9244e-04, 1.8540e-03, 3.1595e-03, 1.4261e-03, 1.1146e-13, 4.0370e-04,\n",
|
|
|
+ " 4.3588e-03, 2.0398e-03, 3.8991e-03, 9.0730e-03, 1.2462e-03, 1.5706e-03,\n",
|
|
|
+ " 2.4915e-03, 1.2064e-13, 3.3192e-03, 3.8197e-03, 3.5739e-04, 8.4134e-15,\n",
|
|
|
+ " 2.0698e-03, 2.2335e-03, 3.3762e-04, 4.3513e-03, 3.2434e-04, 3.8435e-03,\n",
|
|
|
+ " 3.1343e-03, 6.2436e-04, 1.2736e-03, 2.9089e-03, 2.1598e-03, 1.1986e-03,\n",
|
|
|
+ " 6.8325e-14, 8.1914e-04, 3.9374e-03, 1.3560e-03, 4.9454e-12, 2.2364e-03,\n",
|
|
|
+ " 5.5100e-03, 2.4269e-11, 4.8965e-03, 2.5641e-03, 2.3769e-03, 4.0910e-03,\n",
|
|
|
+ " 4.5554e-03, 3.0534e-03, 1.6065e-03, 3.3777e-04, 1.4112e-03, 1.0037e-03,\n",
|
|
|
+ " 5.0977e-04, 2.9976e-03, 1.3969e-12, 4.4910e-03, 7.4521e-03, 5.9600e-09,\n",
|
|
|
+ " 7.8321e-03, 3.4604e-13, 3.4791e-14, 4.2452e-03, 2.9734e-06, 3.0948e-03,\n",
|
|
|
+ " 4.5035e-03, 3.6172e-03, 6.0754e-04, 8.8752e-03, 1.5881e-03, 4.0475e-03,\n",
|
|
|
+ " 4.5011e-04, 3.3994e-03, 1.0555e-03, 6.7752e-03, 1.2177e-03, 1.7859e-14,\n",
|
|
|
+ " 3.9145e-04, 3.1381e-03, 1.8422e-03, 8.5579e-04, 6.3254e-16, 3.2166e-04,\n",
|
|
|
+ " 2.8144e-04, 3.4405e-03, 1.3782e-03, 3.4368e-04, 4.8875e-03, 3.3888e-03,\n",
|
|
|
+ " 7.9784e-04, 3.3785e-03, 3.5373e-04, 4.1432e-03, 3.7626e-03, 2.2830e-03,\n",
|
|
|
+ " 4.3118e-11, 3.1331e-03, 3.6231e-04, 1.6328e-03, 3.4037e-03, 2.6121e-03,\n",
|
|
|
+ " 4.6299e-04, 6.4190e-03, 3.1169e-04, 3.1148e-03, 4.5350e-03, 9.5884e-04,\n",
|
|
|
+ " 5.0457e-16, 3.6729e-03, 2.7344e-04, 1.1528e-03, 2.7612e-03, 1.3987e-03,\n",
|
|
|
+ " 2.0865e-03, 6.1355e-04, 2.3153e-04, 1.2567e-03, 1.9637e-03, 1.1737e-13,\n",
|
|
|
+ " 6.7311e-03, 3.9002e-04])), ('pretrained_model.layer2.0.bn3.num_batches_tracked', tensor(0)), ('pretrained_model.layer2.0.downsample.0.weight', tensor([[[[ 6.9556e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.0062e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.1975e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.8937e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.5890e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.9817e-03]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[-8.2432e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.9590e-04]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.5342e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.0928e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.2421e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.3922e-03]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 8.6861e-04]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.0023e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.5387e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.5072e-04]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.0868e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.0995e-04]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 1.0169e-07]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.2050e-08]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 9.1730e-08]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.7455e-08]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.5335e-07]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.0349e-07]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 5.0800e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-9.1093e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.0290e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.4017e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.1902e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.6923e-02]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 7.8446e-04]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.8901e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.4658e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 8.9102e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.4122e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 9.2510e-03]]]])), ('pretrained_model.layer2.0.downsample.1.weight', tensor([ 2.2905e-01, 1.3334e-01, 2.5130e-03, 8.5237e-02, 1.0498e-01,\n",
|
|
|
+ " 2.2368e-06, 1.0818e-01, 2.6588e-01, 1.7733e-01, 1.8603e-02,\n",
|
|
|
+ " 1.1785e-01, 2.1833e-01, 1.8287e-01, 1.8346e-01, -2.6382e-06,\n",
|
|
|
+ " 1.1347e-01, 6.1128e-02, 1.4771e-01, 8.7260e-02, 1.5906e-01,\n",
|
|
|
+ " 7.4034e-02, 1.9824e-01, 1.4887e-01, 3.5617e-07, 1.8605e-01,\n",
|
|
|
+ " 8.2429e-02, 1.4621e-01, 6.7593e-02, -4.3055e-06, 4.9185e-02,\n",
|
|
|
+ " 1.6909e-01, 1.6868e-01, 9.2845e-02, 1.4064e-01, 2.1738e-01,\n",
|
|
|
+ " 1.5733e-01, 1.9692e-01, 1.5076e-01, -1.6825e-03, 1.2370e-01,\n",
|
|
|
+ " 9.1547e-02, 3.0832e-02, 1.0799e-01, 2.4660e-01, 6.7271e-02,\n",
|
|
|
+ " 7.1339e-02, 2.7283e-01, 1.3606e-01, 4.1260e-02, 1.0782e-01,\n",
|
|
|
+ " 1.4974e-01, 9.3232e-04, 1.8187e-02, 1.9123e-01, 3.1239e-01,\n",
|
|
|
+ " 2.4052e-02, 1.3721e-01, 6.7578e-02, 1.3220e-01, 8.2464e-07,\n",
|
|
|
+ " 1.5912e-01, 1.4003e-01, 5.6259e-02, 2.2975e-01, 4.4554e-02,\n",
|
|
|
+ " 9.2456e-02, 2.0642e-01, 6.8993e-02, 2.7792e-06, 6.6575e-02,\n",
|
|
|
+ " 1.7187e-02, 1.1261e-01, 7.8632e-02, 9.6343e-02, 3.0183e-02,\n",
|
|
|
+ " 2.6061e-01, 5.2601e-02, 2.1547e-01, 1.5773e-01, 9.5484e-02,\n",
|
|
|
+ " 9.0234e-02, 1.0586e-01, 4.4244e-02, 6.5572e-02, 1.0936e-01,\n",
|
|
|
+ " 1.2764e-01, 1.3467e-01, 7.7923e-02, 2.9862e-01, -1.7088e-06,\n",
|
|
|
+ " 1.8683e-06, 1.0026e-01, 6.8955e-02, 2.1377e-01, 5.7626e-09,\n",
|
|
|
+ " 1.6670e-02, 1.6743e-01, 2.0428e-01, 2.3083e-01, 3.0346e-01,\n",
|
|
|
+ " 2.4954e-01, 5.0435e-02, 2.8103e-01, 6.1800e-02, 1.9377e-01,\n",
|
|
|
+ " 1.2615e-04, 9.2148e-02, 9.6367e-02, 1.5461e-01, 1.7177e-01,\n",
|
|
|
+ " 1.6547e-01, 6.3011e-02, 7.0151e-07, 9.9529e-02, 1.9384e-01,\n",
|
|
|
+ " 1.5263e-01, 6.3796e-02, 1.7913e-01, 9.0223e-02, 1.8230e-01,\n",
|
|
|
+ " 7.7168e-02, 1.4827e-01, 1.7350e-01, 1.9863e-01, 1.1434e-01,\n",
|
|
|
+ " 2.4926e-01, 9.2532e-02, 2.4165e-01, 1.4114e-01, 1.0343e-01,\n",
|
|
|
+ " 1.0257e-01, 5.6057e-02, 1.3207e-01, 1.4808e-06, 1.9704e-01,\n",
|
|
|
+ " 9.6485e-02, 1.2138e-01, 1.8418e-01, -1.3311e-07, 1.2205e-01,\n",
|
|
|
+ " 1.6792e-01, 6.0453e-02, 8.9900e-02, 8.4732e-05, 8.6567e-02,\n",
|
|
|
+ " 3.1752e-01, 2.6648e-01, 1.3441e-01, 3.7472e-02, 2.3022e-01,\n",
|
|
|
+ " 1.1840e-01, 7.8287e-02, 2.1065e-01, 9.2223e-06, 2.3664e-01,\n",
|
|
|
+ " 1.7132e-01, 2.6092e-01, 1.9829e-06, 2.0859e-01, 9.9616e-02,\n",
|
|
|
+ " 8.8150e-02, 2.7528e-01, 9.7526e-02, 2.6974e-01, 5.8634e-02,\n",
|
|
|
+ " 3.1023e-04, 2.3380e-01, 9.5560e-02, 4.7185e-02, 6.8233e-02,\n",
|
|
|
+ " 4.9119e-07, 1.5598e-01, 1.1217e-02, 1.8196e-01, 8.8927e-06,\n",
|
|
|
+ " -9.9172e-04, 1.3585e-01, 1.1154e-01, 1.0893e-01, 2.1318e-01,\n",
|
|
|
+ " 1.3570e-01, 1.2018e-01, 6.7045e-02, 2.3477e-01, 2.4790e-01,\n",
|
|
|
+ " 3.0535e-01, 9.1135e-07, 1.7389e-01, 2.6826e-01, 1.1535e-01,\n",
|
|
|
+ " 1.8509e-01, 1.6915e-01, 1.6463e-01, 2.2461e-01, 2.6131e-01,\n",
|
|
|
+ " 1.0507e-01, -2.1292e-08, 4.8447e-02, 1.0811e-01, 2.9707e-01,\n",
|
|
|
+ " -1.0774e-06, 5.4698e-02, 1.7205e-01, 1.2100e-01, 2.4477e-07,\n",
|
|
|
+ " 8.2616e-02, 4.3816e-02, 1.4389e-01, 2.2848e-01, -3.1067e-03,\n",
|
|
|
+ " 2.0757e-01, 5.3628e-02, 1.8962e-01, 2.8466e-06, 7.9750e-02,\n",
|
|
|
+ " 9.1455e-02, 1.4500e-01, 2.4923e-01, 4.1857e-02, 3.3492e-02,\n",
|
|
|
+ " 1.4221e-01, 5.3079e-02, 4.2884e-08, 6.7521e-02, 1.8217e-01,\n",
|
|
|
+ " 3.9279e-02, 9.8993e-02, 2.5984e-01, 8.7304e-02, 6.9955e-02,\n",
|
|
|
+ " 1.4327e-02, 2.0386e-01, 2.3879e-02, 5.2014e-02, 4.2899e-08,\n",
|
|
|
+ " 7.3717e-02, 7.3760e-06, 5.6383e-02, 3.8896e-02, 1.6598e-01,\n",
|
|
|
+ " 5.9953e-05, 2.9251e-01, 5.5456e-02, 2.2132e-01, 3.9602e-02,\n",
|
|
|
+ " 1.5667e-01, 2.3712e-01, 1.0620e-01, 7.4309e-02, 2.0643e-01,\n",
|
|
|
+ " 4.7460e-02, 2.2842e-01, 6.8417e-02, 1.1606e-01, 6.0267e-02,\n",
|
|
|
+ " 2.3443e-01, 5.1772e-02, 1.4391e-01, 5.2320e-02, 1.3564e-01,\n",
|
|
|
+ " 1.1835e-01, 4.5913e-02, 5.1183e-02, 2.0833e-01, 6.7737e-02,\n",
|
|
|
+ " 2.9661e-01, 3.8392e-02, 3.0582e-01, 2.1747e-01, 2.3114e-01,\n",
|
|
|
+ " 4.5101e-05, 8.3539e-02, 8.5537e-07, 1.1647e-01, 8.0110e-02,\n",
|
|
|
+ " 2.1434e-01, 1.4334e-01, 8.8062e-02, 9.0352e-02, 1.2399e-01,\n",
|
|
|
+ " 1.5981e-01, 2.1237e-01, 6.9263e-02, 1.7849e-01, 1.7572e-01,\n",
|
|
|
+ " 3.4089e-01, 3.0605e-02, 1.2919e-01, 1.2557e-01, 9.1466e-02,\n",
|
|
|
+ " 2.8423e-01, 3.4785e-04, 6.7436e-02, 7.1915e-02, 1.3424e-01,\n",
|
|
|
+ " 9.2983e-02, 5.8937e-02, 4.1377e-05, 2.2539e-01, -7.6768e-06,\n",
|
|
|
+ " 8.8839e-02, 1.3987e-01, 6.3230e-02, 1.2119e-01, 1.3392e-01,\n",
|
|
|
+ " 1.1308e-01, 8.8913e-02, 1.6650e-01, 1.4328e-01, 3.3727e-01,\n",
|
|
|
+ " 6.9529e-02, 2.7132e-06, 5.9267e-08, -2.2473e-07, 2.3401e-01,\n",
|
|
|
+ " 9.7856e-02, 3.7830e-02, 3.4784e-01, 2.0462e-07, 1.5261e-01,\n",
|
|
|
+ " 3.9215e-02, 1.9968e-01, 7.7037e-02, 8.4943e-02, 1.4937e-01,\n",
|
|
|
+ " -2.9124e-08, 1.3256e-01, 1.7599e-01, 1.6655e-01, 1.1917e-01,\n",
|
|
|
+ " 1.0304e-01, 6.7605e-02, 1.5522e-07, 3.4164e-01, 7.5571e-02,\n",
|
|
|
+ " 1.6628e-01, 1.0567e-01, 2.1995e-01, 6.1358e-02, 1.6467e-01,\n",
|
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+ " 1.9280e-01, 9.7916e-02, 2.4211e-01, 7.9046e-03, 2.6496e-01,\n",
|
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+ " 1.7196e-01, 1.1313e-08, 1.9653e-01, 6.4405e-02, 1.6719e-01,\n",
|
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+ " 2.1347e-01, 2.1254e-01, 1.6297e-01, 2.8897e-01, 2.0967e-01,\n",
|
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+ " 1.4971e-01, 1.4200e-01, 2.2651e-01, 2.2673e-01, 5.3756e-02,\n",
|
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+ " 1.7092e-01, 1.8247e-01, 1.1341e-01, 3.0826e-01, 1.3472e-05,\n",
|
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+ " 1.5560e-01, 7.7750e-02, 7.9712e-02, 2.0095e-01, 1.6768e-01,\n",
|
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+ " 1.7497e-06, 2.0241e-01, 1.3917e-01, 1.1049e-01, 2.7008e-02,\n",
|
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+ " 9.8754e-02, 1.3049e-01, 8.6774e-02, 5.4223e-02, 2.1883e-01,\n",
|
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+ " -1.1393e-02, 1.0433e-01, 2.0812e-01, 1.3551e-01, 8.6413e-02,\n",
|
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+ " 6.0741e-02, 2.2140e-05, 2.3596e-01, 1.9811e-01, 9.5988e-02,\n",
|
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+ " 5.2684e-02, 3.7355e-02, 1.5851e-01, 1.3032e-01, 1.1553e-01,\n",
|
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+ " 3.2047e-01, 3.2856e-01, 1.5830e-01, 1.3667e-01, 5.6892e-02,\n",
|
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+ " 4.5362e-07, 3.2641e-01, 1.7188e-02, 1.8355e-01, 2.6297e-01,\n",
|
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+ " 1.6312e-01, 2.3254e-01, 1.0977e-01, 1.0859e-01, 3.3013e-07,\n",
|
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+ " 1.2116e-01, 6.0530e-02, 1.8365e-01, 5.8436e-08, 1.0360e-01,\n",
|
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+ " 3.9891e-02, 1.1232e-01, 2.5503e-04, 2.4289e-01, 1.3483e-01,\n",
|
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+ " 8.9075e-02, 6.6760e-02, 8.9852e-02, 1.7449e-01, 2.1131e-01,\n",
|
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+ " 2.9920e-02, 2.9202e-07, 9.2574e-02, 1.7978e-01, 1.2076e-01,\n",
|
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+ " 2.1570e-06, 5.8588e-02, 4.8617e-02, 1.4497e-06, 3.8282e-01,\n",
|
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+ " 7.3756e-02, 4.5868e-02, 1.2615e-01, 8.8847e-02, 6.2603e-02,\n",
|
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+ " 9.6624e-02, 2.2454e-01, 2.7598e-01, 2.6457e-01, 1.2107e-01,\n",
|
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+ " 7.5170e-02, -2.3648e-07, 8.4870e-02, 1.6950e-01, -2.7121e-05,\n",
|
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+ " 9.8498e-02, 5.4717e-07, 1.0450e-07, 5.0256e-02, 9.4089e-04,\n",
|
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+ " 2.4439e-01, 4.2993e-02, 8.9608e-02, 3.3711e-01, 2.3381e-01,\n",
|
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+ " 5.0922e-02, 3.3525e-02, 3.9632e-02, 1.8665e-01, 2.5028e-01,\n",
|
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+ " 7.6440e-02, 1.6637e-02, 7.6253e-08, 2.5788e-01, 6.4059e-02,\n",
|
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+ " 1.1511e-01, 3.2620e-01, 1.3851e-08, 2.1607e-01, 1.6366e-01,\n",
|
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+ " 1.1917e-01, 2.3523e-01, 1.3468e-01, 1.1608e-01, 2.5347e-02,\n",
|
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+ " 1.1203e-01, 1.2542e-01, 7.3906e-02, 1.3870e-01, 7.3431e-02,\n",
|
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+ " 1.1995e-01, -1.1865e-06, 1.4609e-01, 1.8913e-01, 2.2971e-01,\n",
|
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+ " 5.6234e-02, 9.0699e-02, 1.5800e-01, 9.1420e-02, 2.7979e-01,\n",
|
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+ " 2.7144e-01, 8.6832e-02, 1.8441e-01, 1.4650e-08, 1.1525e-01,\n",
|
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+ " 1.4703e-01, 1.6459e-01, 5.5010e-02, 1.4593e-01, 7.0319e-02,\n",
|
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+ " 2.4041e-01, 2.5173e-01, 1.3909e-01, 1.5496e-01, 1.8202e-07,\n",
|
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+ " 7.6415e-02, 2.2843e-01])), ('pretrained_model.layer2.0.downsample.1.bias', tensor([ 6.9339e-02, -6.4782e-02, -4.8200e-03, 1.7740e-02, 4.2893e-02,\n",
|
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+ " -7.7263e-06, 5.6366e-03, 7.1845e-02, 4.7598e-02, 7.8273e-02,\n",
|
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+ " 1.1747e-02, -4.8748e-02, 3.4993e-04, 6.9786e-02, -1.6638e-05,\n",
|
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+ " -2.9534e-02, -3.0673e-03, 1.6046e-02, 4.2380e-02, -1.4634e-02,\n",
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|
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+ " -1.9864e-02, -1.2483e-02, -1.2199e-02, 2.3127e-02, -3.9750e-06,\n",
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+ " 6.9949e-02, 2.1607e-03, -9.1863e-03, -1.4718e-02, -1.0497e-02,\n",
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+ " -1.5374e-03, 2.2193e-02, -1.6292e-02, -5.9422e-03, -6.7113e-02,\n",
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+ " -1.9681e-02, 1.9827e-02, -2.5480e-02, 4.9395e-02, -7.7383e-03,\n",
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+ " 9.4298e-02, 4.5469e-02, -2.7883e-06, -2.8293e-02, 9.3717e-02,\n",
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+ " 1.0465e-01, -1.8332e-02, -1.6307e-02, 4.2130e-02, 6.0928e-02,\n",
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+ " -9.3983e-03, 5.6763e-02, -3.1186e-02, 6.5809e-02, -3.7913e-02,\n",
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+ " -5.1773e-02, 3.9879e-02, -2.7467e-03, -4.0029e-02, 4.2881e-02,\n",
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+ " 3.9950e-02, 1.4953e-01, -1.0647e-02, 1.0100e-02, 1.2328e-02,\n",
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+ " 4.7994e-02, -1.0699e-03, 4.8065e-02, -2.1763e-02, -4.9477e-02,\n",
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+ " -8.0472e-02, 7.7073e-03, 1.9895e-04, -3.7481e-02, -4.0463e-02,\n",
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+ " 1.7932e-02, -9.6618e-04, -4.6559e-02, -5.3132e-02, -8.5598e-02,\n",
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+ " 2.3857e-02, 4.1656e-02, -9.3212e-05, 2.9152e-02, -1.1914e-03,\n",
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+ " -1.7837e-02, -7.0754e-03, 1.3596e-01, -5.2882e-07, 8.3548e-02,\n",
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+ " -1.4764e-07, -7.7768e-02, -1.4023e-02, -5.1185e-03, 3.8983e-02,\n",
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+ " 8.6186e-02, 1.0274e-02, -5.9361e-07, -7.6753e-02, -1.0281e-02,\n",
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+ " 2.0084e-02, -3.9218e-03, 8.0291e-02, -2.5749e-02, -3.8512e-02,\n",
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+ " 1.2795e-01, -5.2775e-03, 1.2438e-01, -4.1034e-02, 1.3129e-01,\n",
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+ " 1.0288e-02, -1.8538e-07, 9.6370e-02, -1.3538e-02, 1.3604e-01,\n",
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+ " 1.8194e-02, -8.2912e-02, -1.9061e-02, 3.3216e-02, 1.4159e-01,\n",
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+ " -4.0384e-02, 8.7347e-03, 1.5261e-01, 5.9962e-02, 1.5251e-02,\n",
|
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+ " 8.8878e-03, -5.8449e-05, 9.8839e-02, 7.7859e-02, -3.6466e-02,\n",
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+ " 4.8346e-03, -5.4170e-03, 7.9756e-02, -3.1093e-02, -1.9649e-02,\n",
|
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+ " 1.0686e-01, 7.7954e-02, -4.7760e-02, -5.7521e-03, 3.7461e-02,\n",
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+ " -1.8750e-06, -1.0218e-02, -4.1230e-02, -4.2377e-03, -4.2145e-02,\n",
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+ " -6.0218e-02, 3.6873e-02, 1.4680e-03, 2.8768e-02, -9.4124e-07,\n",
|
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+ " 4.2859e-03, -1.5244e-02, 1.4775e-01, -2.3495e-07, 2.9173e-03,\n",
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+ " -3.4779e-02, 8.7643e-03, -4.1073e-02, -1.3386e-02, -6.6003e-03,\n",
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+ " -1.6743e-02, -4.7242e-02, 1.6029e-02, -2.8244e-02, 1.6250e-02,\n",
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+ " -3.2907e-02, -1.8808e-06, 6.1997e-03, -3.7102e-03, -2.4955e-03,\n",
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+ " -8.5595e-06, 4.2637e-02, 9.5459e-02, -7.8317e-06, -1.3040e-01,\n",
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+ " -1.6501e-02, -4.4692e-02, -5.7310e-02, -1.6812e-02, -6.1870e-03,\n",
|
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+ " 2.5548e-02, 1.2538e-01, -6.5666e-02, 1.9255e-01, 6.5002e-02,\n",
|
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+ " -4.9470e-02, -2.2992e-06, -1.2185e-02, 1.8046e-03, -1.6454e-04,\n",
|
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+ " -4.1050e-02, -2.2847e-06, -4.5980e-07, 2.6041e-02, -4.3323e-03,\n",
|
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+ " 2.0076e-02, 6.8514e-02, -3.4616e-02, 1.5082e-01, 8.6685e-02,\n",
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+ " -3.3471e-02, -1.8332e-02, -6.2678e-02, -5.8601e-08, -2.3637e-02,\n",
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+ " 9.1848e-02, -9.9164e-02, -2.0208e-02, 7.6334e-03, 1.9571e-02,\n",
|
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+ " 5.3493e-02, 4.0363e-02, -1.4143e-02, -3.7347e-02, -8.5167e-07,\n",
|
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+ " 7.7024e-02, 1.4073e-01])), ('pretrained_model.layer2.0.downsample.1.running_mean', tensor([-2.1013e-02, -3.0009e-02, -6.5477e-03, 4.6756e-02, 6.9932e-02,\n",
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+ " 1.5231e-02, 4.7097e-02, -1.2996e-01, -4.5785e-07, -1.3351e-04,\n",
|
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+ " -7.6255e-02, -7.8924e-02, -2.9380e-02, 1.8635e-05, -9.4402e-02,\n",
|
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+ " 2.7599e-02, -2.2603e-01, 5.7585e-02, -2.0670e-01, 6.9171e-02,\n",
|
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+ " 1.1754e-01, -1.9799e-01, -5.9026e-02, -7.7243e-03, -3.6349e-03,\n",
|
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+ " -1.8423e-02, -2.3096e-02, -1.5448e-01, -7.9666e-02, 1.1897e-01,\n",
|
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+ " -5.6140e-02, 4.0665e-01, -6.2161e-02, 4.3632e-02, 1.6458e-02,\n",
|
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+ " 4.1758e-02, 1.3159e-03, 7.0264e-03, -1.5051e-01, 1.8898e-03,\n",
|
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+ " 3.2633e-02, -3.2151e-02, 7.9721e-03, -1.9303e-01, 4.0420e-06,\n",
|
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+ " 1.8405e-01, 6.2025e-02, 3.5532e-02, 3.5298e-01, 6.0816e-02,\n",
|
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+ " -2.2784e-02, 2.8476e-03, -7.7678e-02, 1.2816e-05, -8.2666e-03,\n",
|
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+ " -5.8594e-02, -4.2965e-02, -1.3259e-01, -4.8276e-02, -2.7128e-02,\n",
|
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+ " -4.6876e-01, -3.5667e-03, -2.5225e-02, -9.7772e-02, 2.1185e-02,\n",
|
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+ " 1.2728e-01, 4.6725e-02, -4.0375e-02, 5.4235e-02, -1.5770e-01,\n",
|
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+ " -7.7549e-02, -1.2009e-02, 3.0058e-03, 8.2061e-02, 5.5856e-06,\n",
|
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+ " -9.7256e-06, 1.0649e-02, -3.3211e-02, 1.6813e-01, 1.6512e-07,\n",
|
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+ " -6.4085e-02, 2.4066e-01, 3.0409e-01, 2.9558e-01, 2.5964e-01,\n",
|
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+ " 1.6701e-01, -3.9737e-02, 1.8042e-01, 9.7847e-02, -5.6361e-02,\n",
|
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+ " -5.3578e-04, 1.1247e-01, -7.7179e-02, 1.3287e-01, 5.1525e-02,\n",
|
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+ " -3.6422e-01, 9.8686e-02, -2.2984e-06, -4.3000e-02, -1.5551e-02,\n",
|
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+ " 1.5686e-01, 1.2740e-01, -2.3531e-01, -1.2709e-01, -1.0103e-01,\n",
|
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+ " -8.6333e-02, -4.7438e-02, 2.4127e-02, -1.0774e-03, -6.9126e-02,\n",
|
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+ " -1.8330e-01, -1.9113e-01, -1.4033e-01, -7.1034e-02, -8.9995e-02,\n",
|
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+ " -1.1391e-01, 1.5776e-02, 8.5794e-02, 1.9448e-06, -2.7707e-01,\n",
|
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+ " -1.1329e-01, -3.5237e-02, -7.0024e-02, 2.0621e-06, 1.0590e-02,\n",
|
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+ " -9.5172e-02, -3.8114e-02, -1.0228e-02, -2.1536e-05, -3.0030e-02,\n",
|
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+ " -2.9181e-01, -4.1123e-02, -3.5923e-02, 2.0064e-03, -1.5527e-01,\n",
|
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+ " 1.6107e-02, -8.6564e-02, 8.8158e-03, 6.5151e-05, 2.2760e-02,\n",
|
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+ " -1.0479e-01, 8.7142e-02, -3.6546e-06, 1.0357e-01, 1.3535e-02,\n",
|
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+ " 1.1708e-01, -3.4290e-01, -8.7613e-02, -6.3117e-03, -7.0645e-02,\n",
|
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+ " 2.0659e-03, 2.0888e-03, -3.6187e-02, 7.0406e-02, 1.2829e-02,\n",
|
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+ " 5.2832e-07, -5.2468e-02, -7.0229e-02, -4.7304e-02, -1.3443e-05,\n",
|
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+ " 2.4147e-02, -1.2230e-01, -1.8318e-02, 1.8174e-01, -2.7392e-02,\n",
|
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+ " 1.6117e-01, -8.8474e-02, -5.4855e-03, 1.9781e-01, -5.0063e-02,\n",
|
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+ " -1.6943e-01, -3.4640e-06, -2.7607e-03, 7.4105e-02, 2.6152e-01,\n",
|
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+ " -1.4848e-01, 7.2226e-02, 1.0513e-01, -1.8098e-01, 3.5896e-02,\n",
|
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+ " -5.1798e-02, 3.9187e-08, -2.8669e-02, -7.7335e-02, 2.1876e-01,\n",
|
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+ " 3.3855e-06, 1.7614e-02, 3.3249e-03, -1.1171e-01, -1.0095e-06,\n",
|
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+ " -3.7124e-02, -3.5223e-02, -1.2900e-01, -1.6130e-01, -1.7708e-02,\n",
|
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+ " 2.1636e-02, 1.0367e-03, -2.4096e-01, -9.1966e-06, -3.4520e-02,\n",
|
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+ " 2.9577e-02, -1.1654e-01, -8.0706e-02, 4.1767e-02, -8.4773e-02,\n",
|
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+ " -5.5923e-02, -3.5569e-02, -2.3102e-07, -2.6017e-02, -3.0121e-03,\n",
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+ " -3.2467e-02, 7.0289e-02, -1.2156e-01, 6.0933e-02, -1.8731e-01,\n",
|
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+ " 2.5705e-02, 5.4122e-02, -9.0224e-02, -3.8908e-02, -1.2057e-07,\n",
|
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+ " 9.4794e-02, -4.1568e-05, -6.8551e-02, -6.0003e-02, -1.8814e-01,\n",
|
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+ " -4.2904e-05, -3.1238e-01, 8.3840e-02, -1.5510e-01, -2.8716e-02,\n",
|
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+ " -7.4701e-02, 1.8135e-01, -8.5262e-02, -7.4562e-02, 3.3567e-02,\n",
|
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+ " -1.9684e-03, -3.5912e-01, -3.4059e-02, -1.2811e-01, -4.0598e-02,\n",
|
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+ " 1.2252e-01, 6.9332e-02, -2.9385e-02, 1.0392e-01, -1.6502e-01,\n",
|
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+ " -1.8211e-02, 9.3384e-02, -2.3950e-02, -2.8537e-01, -3.4736e-03,\n",
|
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+ " -1.4876e-01, -3.9290e-02, -1.6926e-01, 9.5066e-02, 1.8272e-02,\n",
|
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+ " 2.6183e-04, -4.9630e-02, 1.4971e-06, 5.2276e-02, -4.7491e-02,\n",
|
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+ " -2.0137e-01, -4.7550e-02, -4.2816e-02, -9.0191e-02, -2.5231e-03,\n",
|
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+ " -3.6475e-02, -9.7801e-02, 2.9106e-02, 1.6801e-01, -2.8932e-02,\n",
|
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+ " 1.4902e-01, -3.6119e-03, 2.5901e-02, -7.4511e-02, -6.9678e-02,\n",
|
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+ " 1.6748e-01, -1.5660e-03, -1.2786e-02, 7.0046e-02, -3.1009e-02,\n",
|
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+ " -1.9232e-02, 7.1821e-02, 2.1053e-05, 8.3987e-02, 3.4098e-04,\n",
|
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+ " 4.5730e-02, -1.4673e-01, -3.7969e-02, -1.1307e-01, -2.2561e-01,\n",
|
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+ " -2.1690e-01, 3.2605e-02, -7.7254e-02, 2.7837e-02, 1.7684e-01,\n",
|
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+ " -1.0243e-01, -6.2126e-06, -1.9896e-07, 1.4607e-06, -2.1577e-03,\n",
|
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+ " 9.2023e-02, -6.0821e-02, -1.6726e-01, -7.4368e-08, 1.2260e-01,\n",
|
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+ " -5.2787e-02, 6.7948e-02, 1.2293e-01, -4.3308e-02, -1.4633e-01,\n",
|
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+ " 1.3779e-07, -1.5872e-01, -9.2029e-03, 3.3792e-02, -7.9807e-02,\n",
|
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+ " -1.3726e-01, 1.0065e-01, -2.5495e-06, -1.4387e-02, -1.7349e-01,\n",
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+ " -5.4601e-02, 1.1172e-01, 2.7960e-02, 5.5682e-02, 8.1885e-02,\n",
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+ " -1.8351e-02, 1.6946e-01, -5.2987e-01, -9.1779e-03, 1.6884e-01,\n",
|
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+ " 5.7887e-02, -5.0837e-08, -2.7578e-01, -3.9066e-02, 7.8022e-02,\n",
|
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+ " 6.8825e-03, -1.5921e-02, -7.9338e-02, -1.5468e-02, -1.6015e-01,\n",
|
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+ " -1.2916e-01, 7.3250e-02, -2.0500e-01, 2.6799e-02, -5.2530e-03,\n",
|
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+ " -1.3585e-01, -2.0237e-01, -1.0371e-01, 9.6396e-02, -1.3513e-04,\n",
|
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+ " -3.8188e-02, -8.0088e-02, 2.2310e-02, -1.9221e-02, -1.8679e-01,\n",
|
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+ " 1.8615e-06, -3.4000e-01, 2.5360e-02, 1.4184e-01, 7.1178e-02,\n",
|
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+ " 1.8908e-01, 9.8083e-02, -7.2241e-02, -2.0245e-02, -8.7134e-02,\n",
|
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+ " 4.9598e-02, -5.7670e-02, -2.6825e-01, 1.0361e-01, -4.7649e-02,\n",
|
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+ " 3.2277e-02, -3.4183e-05, 8.3365e-02, -3.1829e-01, -1.5340e-01,\n",
|
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+ " 3.0699e-02, -9.1864e-02, 1.5878e-01, 7.0420e-02, -1.2947e-01,\n",
|
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+ " -6.4747e-02, -2.2137e-01, 8.3180e-02, -9.4028e-02, -2.2172e-02,\n",
|
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+ " 8.5766e-07, 4.5710e-03, 3.5335e-02, -9.6208e-02, -6.1933e-02,\n",
|
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+ " -5.5985e-02, -1.6708e-01, -1.3205e-02, -5.6504e-03, 2.5836e-06,\n",
|
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+ " -1.4969e-01, -1.9294e-01, -1.0973e-01, -2.0468e-07, 5.2797e-02,\n",
|
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+ " -1.3486e-02, -4.9456e-02, 2.8017e-02, -1.1716e-01, -2.8172e-02,\n",
|
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|
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+ " -1.4274e-02, -1.0917e-06, -1.3263e-02, 1.5488e-02, -1.3891e-01,\n",
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+ " -6.0567e-06, -8.0983e-02, -7.0318e-02, -2.6240e-06, 1.4964e-01,\n",
|
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+ " -1.7952e-02, -3.7864e-03, 1.3439e-02, 6.2107e-03, -3.7817e-02,\n",
|
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+ " -4.5444e-02, -2.1872e-02, 5.6893e-02, -7.8215e-02, -7.3959e-03,\n",
|
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+ " -8.7905e-02, -1.2239e-06, 3.6003e-02, -1.3108e-01, 3.0469e-05,\n",
|
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+ " 8.5869e-02, 1.0557e-06, 1.5487e-07, -8.9474e-03, -5.0894e-03,\n",
|
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+ " -2.1999e-02, -1.2691e-02, 1.6420e-02, 3.8440e-01, -4.5873e-01,\n",
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+ " -1.1008e-02, -1.1959e-02, -4.6046e-02, -7.6372e-02, -5.4254e-02,\n",
|
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+ " -6.2060e-02, 2.2528e-02, -2.6497e-08, -1.4962e-01, 4.2154e-02,\n",
|
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+ " -2.0233e-02, -5.8425e-02, 7.3439e-08, 1.9902e-01, -1.8018e-01,\n",
|
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+ " -7.1787e-02, -1.9790e-01, -2.6988e-02, 1.2584e-01, 4.8306e-02,\n",
|
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+ " 1.5329e-01, -1.9867e-01, 1.6337e-01, -7.1005e-02, -1.4927e-01,\n",
|
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+ " 1.1050e-01, -1.3321e-05, -1.3504e-01, -3.0588e-01, -3.6632e-01,\n",
|
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+ " 6.9840e-02, 1.2553e-01, -2.9251e-02, 6.3894e-02, -2.8286e-01,\n",
|
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+ " -1.1343e-01, -7.3595e-02, 7.5146e-02, 1.2053e-08, -2.2408e-01,\n",
|
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+ " -7.3774e-02, -7.6733e-02, 5.3788e-02, 7.2703e-03, 1.5460e-02,\n",
|
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+ " -8.1302e-02, 1.2621e-01, -1.0408e-01, 7.1825e-02, -5.6080e-07,\n",
|
|
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+ " 3.3785e-02, -2.7846e-01])), ('pretrained_model.layer2.0.downsample.1.running_var', tensor([4.1822e-02, 6.2186e-03, 6.6447e-05, 6.8577e-03, 1.8817e-02, 7.7347e-11,\n",
|
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+ " 1.1481e-02, 5.5722e-02, 1.7680e-02, 2.0392e-03, 4.2828e-03, 1.2116e-02,\n",
|
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+ " 1.6566e-02, 2.4478e-02, 3.1998e-11, 6.3450e-03, 9.3210e-03, 1.1364e-02,\n",
|
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+ " 6.2535e-03, 1.1784e-02, 7.4726e-03, 2.3264e-02, 1.6399e-02, 1.4724e-12,\n",
|
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+ " 2.1534e-02, 7.2711e-03, 6.1240e-03, 7.6579e-03, 1.7876e-10, 5.3201e-03,\n",
|
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+ " 1.2262e-02, 3.8722e-02, 1.2992e-02, 8.2194e-03, 1.5168e-02, 1.1648e-02,\n",
|
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+ " 7.7282e-02, 1.8683e-02, 1.7936e-05, 3.8452e-02, 6.1504e-03, 2.4673e-03,\n",
|
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+ " 4.0986e-03, 2.2264e-02, 4.4241e-03, 3.9730e-03, 3.3154e-02, 7.0138e-03,\n",
|
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+ " 2.3041e-03, 5.7770e-03, 2.7284e-02, 2.1024e-06, 3.0156e-03, 1.9390e-02,\n",
|
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+ " 2.8662e-02, 1.9410e-03, 7.8156e-03, 2.8992e-03, 1.3497e-02, 2.2898e-11,\n",
|
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+ " 1.8302e-02, 1.1552e-02, 2.8508e-03, 2.5269e-02, 1.7132e-03, 6.9874e-03,\n",
|
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+ " 1.2260e-02, 4.8290e-03, 1.0044e-10, 2.6183e-03, 1.0438e-03, 1.3815e-02,\n",
|
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+ " 5.0383e-03, 4.8017e-03, 1.6213e-03, 1.4393e-02, 2.3745e-03, 3.1393e-02,\n",
|
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+ " 1.9880e-02, 3.4100e-03, 5.9557e-03, 6.5492e-03, 1.6687e-03, 5.5087e-03,\n",
|
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+ " 9.5173e-03, 1.3613e-02, 1.2089e-02, 7.4144e-03, 6.9130e-02, 1.6991e-11,\n",
|
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+ " 4.9323e-11, 5.6592e-03, 2.4981e-03, 2.3826e-02, 8.0134e-15, 1.8272e-03,\n",
|
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+ " 2.0554e-02, 2.5356e-02, 1.7891e-02, 8.8617e-02, 1.8588e-02, 1.5790e-03,\n",
|
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+ " 6.2110e-02, 6.2549e-03, 3.8812e-02, 1.3347e-06, 7.1734e-03, 3.4705e-03,\n",
|
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+ " 2.0409e-02, 1.2553e-02, 2.8859e-02, 1.0904e-02, 3.2662e-12, 5.9870e-03,\n",
|
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+ " 2.2441e-02, 4.1545e-02, 5.4045e-03, 2.0175e-02, 1.0278e-02, 1.6429e-02,\n",
|
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+ " 5.1264e-03, 1.2942e-02, 2.1725e-02, 1.8655e-02, 5.8970e-03, 8.1171e-02,\n",
|
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+ " 1.0152e-02, 2.5279e-02, 7.2812e-03, 7.2262e-03, 1.0367e-02, 4.5737e-03,\n",
|
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+ " 1.1778e-02, 2.1999e-10, 3.9318e-02, 5.9839e-03, 1.2101e-02, 1.6231e-02,\n",
|
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+ " 5.9263e-13, 4.7306e-03, 1.8805e-02, 5.6357e-03, 5.9839e-03, 5.1183e-08,\n",
|
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+ " 3.3848e-03, 2.2822e-02, 1.6359e-02, 9.2064e-03, 4.5458e-03, 1.2672e-02,\n",
|
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+ " 1.1149e-02, 5.9514e-03, 2.8844e-02, 2.8304e-09, 4.1365e-02, 2.7554e-02,\n",
|
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+ " 4.4016e-02, 4.6264e-11, 2.7243e-02, 7.2445e-03, 4.6484e-03, 6.3199e-02,\n",
|
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+ " 9.5294e-03, 2.4812e-02, 3.8962e-03, 2.9490e-06, 2.5278e-02, 5.6772e-03,\n",
|
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+ " 2.0913e-03, 3.2377e-03, 1.8452e-12, 3.9903e-02, 3.3834e-03, 4.5751e-02,\n",
|
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+ " 9.5490e-10, 6.6199e-04, 1.3851e-02, 1.3042e-02, 1.9004e-02, 1.2540e-02,\n",
|
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+ " 5.7346e-03, 1.1946e-02, 6.0842e-03, 5.3970e-02, 1.2405e-02, 3.4714e-02,\n",
|
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+ " 2.3039e-11, 1.8509e-02, 3.0814e-02, 9.4595e-03, 2.5243e-02, 1.1949e-02,\n",
|
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|
+ " 1.8946e-02, 5.4205e-02, 1.1168e-01, 7.5277e-03, 3.2946e-15, 1.7975e-03,\n",
|
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|
+ " 6.4436e-03, 4.6561e-02, 3.8848e-12, 4.9638e-03, 1.2382e-02, 1.0085e-02,\n",
|
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+ " 1.5732e-12, 1.8229e-03, 3.2266e-03, 1.1823e-02, 8.3510e-02, 5.6469e-05,\n",
|
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+ " 1.6440e-02, 1.7280e-02, 4.5774e-02, 7.5447e-11, 3.3974e-03, 5.0902e-03,\n",
|
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|
+ " 1.1233e-02, 6.5397e-02, 5.0343e-03, 5.0704e-03, 1.7606e-02, 4.1029e-03,\n",
|
|
|
+ " 9.0547e-15, 1.5621e-03, 2.3957e-02, 4.3697e-03, 8.8087e-03, 9.2749e-02,\n",
|
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+ " 8.2906e-03, 7.8802e-03, 2.2294e-03, 1.9874e-02, 2.0229e-03, 9.4732e-04,\n",
|
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+ " 9.2757e-15, 6.1016e-03, 2.5429e-09, 5.6793e-03, 4.8598e-03, 1.0519e-02,\n",
|
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|
+ " 2.0219e-08, 1.0389e-01, 3.7941e-03, 2.4472e-02, 2.2769e-03, 9.3616e-03,\n",
|
|
|
+ " 1.7803e-02, 1.1362e-02, 2.9835e-03, 2.1937e-02, 2.3492e-03, 6.5271e-02,\n",
|
|
|
+ " 5.5810e-03, 1.0701e-02, 2.6370e-03, 2.3395e-02, 2.9945e-03, 1.1576e-02,\n",
|
|
|
+ " 4.1756e-03, 1.7599e-02, 3.6751e-03, 5.1871e-03, 3.8622e-03, 3.5719e-02,\n",
|
|
|
+ " 5.9347e-03, 4.2924e-02, 3.1712e-03, 1.7826e-02, 3.6449e-02, 1.8009e-02,\n",
|
|
|
+ " 2.4852e-08, 4.0912e-03, 1.1887e-11, 2.1470e-02, 3.8997e-03, 4.0756e-02,\n",
|
|
|
+ " 1.2037e-02, 6.8649e-03, 4.7199e-03, 1.0769e-02, 1.1227e-02, 1.8999e-02,\n",
|
|
|
+ " 4.9189e-03, 2.2274e-02, 3.5243e-02, 4.7169e-02, 2.1280e-03, 9.0279e-03,\n",
|
|
|
+ " 7.2848e-03, 3.8969e-03, 3.8209e-02, 7.2943e-07, 2.2510e-03, 3.7601e-03,\n",
|
|
|
+ " 5.9283e-03, 1.0800e-02, 5.4541e-03, 9.2637e-09, 1.6389e-02, 7.4032e-07,\n",
|
|
|
+ " 8.2289e-03, 6.1785e-03, 1.8628e-03, 8.5457e-03, 8.2097e-03, 9.6766e-03,\n",
|
|
|
+ " 1.6587e-03, 1.2157e-02, 1.2265e-02, 2.6985e-02, 2.9485e-03, 1.2443e-10,\n",
|
|
|
+ " 2.1008e-13, 4.0311e-13, 5.1904e-02, 9.3633e-03, 3.7455e-03, 7.5339e-02,\n",
|
|
|
+ " 4.9423e-13, 1.9298e-02, 3.4085e-03, 2.3946e-02, 8.2455e-03, 4.3662e-03,\n",
|
|
|
+ " 2.1223e-02, 2.6971e-15, 4.6709e-03, 1.9288e-02, 1.6391e-02, 1.6151e-02,\n",
|
|
|
+ " 1.4139e-02, 5.4154e-03, 7.6701e-13, 2.3271e-02, 3.9448e-03, 1.0224e-02,\n",
|
|
|
+ " 5.8621e-03, 2.8253e-02, 3.2161e-03, 1.1005e-02, 4.3166e-02, 9.8587e-03,\n",
|
|
|
+ " 2.9367e-02, 1.5951e-03, 6.3787e-02, 2.5463e-02, 8.0440e-15, 2.6159e-02,\n",
|
|
|
+ " 4.7802e-03, 6.3117e-02, 3.0752e-02, 1.1961e-02, 1.5267e-02, 2.4560e-02,\n",
|
|
|
+ " 5.6894e-02, 8.7929e-03, 1.1716e-02, 4.0046e-02, 2.1101e-02, 3.1779e-03,\n",
|
|
|
+ " 1.4316e-02, 2.1764e-02, 6.0887e-03, 2.4875e-02, 1.8074e-09, 1.8814e-02,\n",
|
|
|
+ " 6.5870e-03, 3.7164e-03, 2.5845e-02, 9.0133e-03, 2.4182e-11, 3.0449e-02,\n",
|
|
|
+ " 1.9178e-02, 2.0036e-02, 3.1587e-03, 6.9424e-03, 6.1379e-03, 8.2803e-03,\n",
|
|
|
+ " 1.5027e-03, 3.5062e-02, 8.2980e-04, 8.7909e-03, 2.3093e-02, 1.2864e-02,\n",
|
|
|
+ " 6.4165e-03, 4.0773e-03, 5.9651e-09, 3.5740e-02, 2.9187e-02, 6.1471e-03,\n",
|
|
|
+ " 3.6858e-03, 2.0187e-03, 2.1581e-02, 3.2814e-03, 1.3758e-02, 1.1130e-01,\n",
|
|
|
+ " 3.3656e-02, 7.9441e-03, 1.4216e-02, 7.8215e-03, 1.7148e-12, 5.2576e-02,\n",
|
|
|
+ " 1.1163e-03, 1.2549e-02, 1.2127e-02, 1.1008e-02, 2.2332e-02, 9.3365e-03,\n",
|
|
|
+ " 6.6765e-03, 8.5498e-13, 1.0142e-02, 5.4033e-03, 3.1212e-02, 1.5023e-14,\n",
|
|
|
+ " 1.0722e-02, 1.4755e-03, 4.4161e-03, 8.1449e-04, 3.2917e-02, 2.6079e-02,\n",
|
|
|
+ " 6.3005e-03, 2.2836e-03, 4.9997e-03, 1.8316e-02, 1.3951e-02, 2.7197e-03,\n",
|
|
|
+ " 2.1078e-12, 6.6819e-03, 1.7722e-02, 6.9770e-03, 5.4519e-11, 4.4243e-03,\n",
|
|
|
+ " 5.7305e-03, 3.4335e-11, 3.2201e-02, 2.6699e-03, 1.5222e-03, 1.0615e-02,\n",
|
|
|
+ " 8.3535e-03, 4.1603e-03, 3.8861e-03, 3.8528e-02, 1.3151e-02, 1.1787e-01,\n",
|
|
|
+ " 1.1382e-02, 7.0923e-03, 2.8238e-12, 8.5224e-03, 2.5263e-02, 2.9074e-08,\n",
|
|
|
+ " 5.1874e-03, 4.0716e-12, 6.2590e-14, 5.0498e-03, 1.1355e-05, 2.9121e-02,\n",
|
|
|
+ " 5.4166e-03, 4.6101e-03, 9.9350e-02, 4.9771e-02, 1.9968e-03, 3.5508e-03,\n",
|
|
|
+ " 9.6845e-04, 2.4151e-02, 8.4388e-02, 8.6185e-03, 5.2696e-04, 9.0804e-14,\n",
|
|
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+ " 2.0591e-02, 3.6862e-03, 5.2895e-03, 1.0225e-01, 1.1539e-14, 2.1570e-02,\n",
|
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+ " 1.5892e-02, 1.0181e-02, 1.8033e-02, 3.5699e-03, 1.3191e-02, 1.6167e-03,\n",
|
|
|
+ " 7.2625e-03, 1.0333e-02, 1.1010e-02, 1.1591e-02, 5.3691e-03, 7.0129e-03,\n",
|
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+ " 1.2017e-10, 1.6976e-02, 2.9594e-02, 1.8293e-02, 2.2744e-03, 5.4225e-03,\n",
|
|
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+ " 1.3802e-02, 1.0608e-02, 3.0979e-02, 9.8695e-03, 9.9159e-03, 1.0970e-02,\n",
|
|
|
+ " 1.3318e-15, 1.0679e-02, 1.1143e-02, 6.9891e-03, 2.5864e-03, 9.4331e-03,\n",
|
|
|
+ " 5.1045e-03, 1.8799e-02, 2.9581e-02, 1.0608e-02, 1.2182e-02, 1.3758e-13,\n",
|
|
|
+ " 1.1366e-02, 4.2248e-02])), ('pretrained_model.layer2.0.downsample.1.num_batches_tracked', tensor(0)), ('pretrained_model.layer2.1.conv1.weight', tensor([[[[ 2.7568e-02]],\n",
|
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|
+ "\n",
|
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|
+ " [[ 8.2326e-03]],\n",
|
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+ "\n",
|
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+ " [[-7.6458e-04]],\n",
|
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+ "\n",
|
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|
+ " ...,\n",
|
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+ "\n",
|
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+ " [[-4.8646e-09]],\n",
|
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+ "\n",
|
|
|
+ " [[-7.9819e-03]],\n",
|
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+ "\n",
|
|
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+ " [[ 5.2015e-02]]],\n",
|
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+ "\n",
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+ "\n",
|
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+ " [[[-4.3728e-03]],\n",
|
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+ " [[-5.2689e-03]],\n",
|
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+ "\n",
|
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+ " [[-4.5024e-04]],\n",
|
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+ "\n",
|
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+ " ...,\n",
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+ "\n",
|
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+ " [[ 3.5747e-09]],\n",
|
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+ "\n",
|
|
|
+ " [[ 2.8592e-03]],\n",
|
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+ "\n",
|
|
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+ " [[-7.9889e-02]]],\n",
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+ "\n",
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+ "\n",
|
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+ " [[[-4.9924e-02]],\n",
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+ "\n",
|
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+ " [[ 2.6025e-03]],\n",
|
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+ "\n",
|
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+ " [[ 2.9023e-04]],\n",
|
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+ "\n",
|
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+ " ...,\n",
|
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+ "\n",
|
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+ " [[-1.6641e-08]],\n",
|
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+ "\n",
|
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+ " [[ 5.7337e-04]],\n",
|
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+ "\n",
|
|
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+ " [[-3.5337e-02]]],\n",
|
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+ "\n",
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+ "\n",
|
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+ " ...,\n",
|
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+ "\n",
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+ "\n",
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+ " [[[ 3.3383e-02]],\n",
|
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+ "\n",
|
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|
+ " [[-2.1195e-03]],\n",
|
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|
+ "\n",
|
|
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+ " [[ 1.5135e-03]],\n",
|
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+ "\n",
|
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+ " ...,\n",
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+ "\n",
|
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+ " [[ 5.3245e-08]],\n",
|
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|
+ "\n",
|
|
|
+ " [[ 5.0953e-03]],\n",
|
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+ "\n",
|
|
|
+ " [[ 2.1637e-03]]],\n",
|
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+ "\n",
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+ "\n",
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+ " [[[-5.0384e-02]],\n",
|
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+ "\n",
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+ " [[-3.1290e-04]],\n",
|
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+ "\n",
|
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+ " [[-3.8837e-04]],\n",
|
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+ "\n",
|
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+ " ...,\n",
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+ "\n",
|
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+ " [[ 3.7962e-09]],\n",
|
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+ "\n",
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+ " [[ 3.7176e-03]],\n",
|
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+ "\n",
|
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+ " [[ 1.9409e-02]]],\n",
|
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+ "\n",
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+ "\n",
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+ " [[[ 3.7971e-03]],\n",
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+ "\n",
|
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+ " [[ 2.1467e-02]],\n",
|
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|
+ "\n",
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+ " [[ 2.2705e-04]],\n",
|
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+ "\n",
|
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+ " ...,\n",
|
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+ "\n",
|
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+ " [[ 2.4944e-08]],\n",
|
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+ "\n",
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+ " [[ 2.4584e-03]],\n",
|
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+ "\n",
|
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+ " [[ 2.6018e-02]]]])), ('pretrained_model.layer2.1.bn1.weight', tensor([0.1037, 0.0582, 0.0834, 0.1282, 0.1341, 0.1115, 0.1067, 0.1030, 0.1499,\n",
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+ " 0.1461, 0.1051, 0.1776, 0.1305, 0.1157, 0.1031, 0.0863, 0.1626, 0.1147,\n",
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+ " 0.1501, 0.1487, 0.1250, 0.1264, 0.1355, 0.1191, 0.1081, 0.0983, 0.1695,\n",
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|
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+ " 0.1129, 0.1612, 0.1322, 0.0965, 0.0750, 0.1602, 0.0590, 0.1575, 0.1120,\n",
|
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+ " 0.1509, 0.1336])), ('pretrained_model.layer2.1.bn1.bias', tensor([ 0.0306, 0.1773, 0.0608, 0.0404, -0.0483, 0.0520, 0.0759, -0.0157,\n",
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+ " 0.0147, 0.0280, 0.0281, 0.0152, 0.0179, 0.0152, 0.0417, 0.0188, 0.1032,\n",
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+ " 0.1546, 0.0113])), ('pretrained_model.layer2.1.bn1.num_batches_tracked', tensor(0)), ('pretrained_model.layer2.1.conv2.weight', tensor([[[[-3.3109e-02, -4.3156e-02, -2.2208e-02],\n",
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+ " [-3.8509e-02, -1.4300e-02, -3.1263e-02],\n",
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+ " [-2.9988e-02, -3.7569e-02, -2.8439e-02]],\n",
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+ "\n",
|
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+ " [[-2.4742e-03, 1.6384e-03, -7.8249e-03],\n",
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+ " [-8.5106e-03, 4.3050e-03, -8.3563e-03],\n",
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+ " [-6.4919e-03, -1.6149e-03, 3.8878e-04]],\n",
|
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+ "\n",
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+ " [[ 5.3755e-03, 1.4748e-02, 1.4173e-02],\n",
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+ " [ 2.5459e-02, -3.8293e-02, 2.3490e-02],\n",
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+ " [ 1.5337e-02, 2.3323e-02, 1.8911e-02]],\n",
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+ "\n",
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+ " ...,\n",
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+ "\n",
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+ " [[ 7.9537e-04, -3.0986e-03, -2.9368e-03],\n",
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+ " [ 3.7992e-03, 3.2945e-03, -7.0521e-03]],\n",
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+ "\n",
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+ " [[ 3.5398e-04, 1.5672e-02, 2.7992e-03],\n",
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+ " [ 6.1761e-03, 2.8117e-03, 5.8334e-03],\n",
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+ " [ 5.6265e-03, 1.8433e-02, 1.3294e-02]],\n",
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+ "\n",
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+ " [[ 1.3480e-02, 5.8090e-03, 9.4735e-03],\n",
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+ " [ 2.2581e-04, -3.6752e-02, -2.0443e-03],\n",
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+ " [ 1.0575e-02, 8.3118e-03, 4.8726e-03]]],\n",
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+ "\n",
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+ " [[[ 1.0554e-02, 9.7902e-03, 5.4321e-03],\n",
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+ "\n",
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+ "\n",
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+ "\n",
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+ " [[-1.2238e-03, 5.1209e-03, 1.3053e-03],\n",
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+ "\n",
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+ "\n",
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+ "\n",
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+ " [[[-6.7273e-04, -2.2169e-02, -1.0675e-02],\n",
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+ "\n",
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+ "\n",
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+ "\n",
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+ " ...,\n",
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+ "\n",
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+ "\n",
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+ "\n",
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+ " ...,\n",
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+ "\n",
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+ "\n",
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+ "\n",
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+ " [-1.6803e-02, -4.7856e-02, -1.1488e-02]],\n",
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+ "\n",
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+ " ...,\n",
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+ "\n",
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+ " [[ 3.6213e-02, 8.5714e-02, 4.2132e-02],\n",
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+ "\n",
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+ "\n",
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+ "\n",
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+ "\n",
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+ " [-2.5903e-03, -7.5298e-03, -6.8916e-03]],\n",
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+ "\n",
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+ " ...,\n",
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+ "\n",
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+ " [[ 1.6435e-03, 9.3117e-03, -2.6434e-03],\n",
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+ " [ 1.0492e-02, -2.5190e-02, 1.0352e-03],\n",
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+ " [ 1.7751e-03, 4.2726e-03, 1.2671e-03]],\n",
|
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+ "\n",
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+ " [[ 1.2501e-02, 8.9793e-03, 1.5149e-03],\n",
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+ " [ 5.3875e-03, 1.8262e-02, -1.1041e-02],\n",
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+ " [-7.9033e-04, -1.2998e-02, -2.0365e-02]],\n",
|
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+ "\n",
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|
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+ " [-7.7948e-04, 7.6120e-03, 3.7228e-03]]],\n",
|
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+ "\n",
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+ "\n",
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+ " [[[ 1.3266e-02, 6.7129e-03, -1.1488e-02],\n",
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+ " [ 1.0912e-02, -4.2128e-03, -2.1498e-02],\n",
|
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+ " [ 1.5048e-02, -5.4604e-04, -1.4367e-02]],\n",
|
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+ "\n",
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|
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+ " [ 3.1351e-03, -1.3363e-02, -8.9546e-03]],\n",
|
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+ "\n",
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+ " [[-1.5471e-03, -7.8819e-03, -3.5492e-03],\n",
|
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+ " [ 2.0187e-02, 4.1672e-03, -9.7870e-03],\n",
|
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+ " [ 3.9362e-03, 2.1492e-03, -6.2864e-03]],\n",
|
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+ "\n",
|
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+ " ...,\n",
|
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+ "\n",
|
|
|
+ " [[-6.5902e-03, -1.9143e-02, 9.9275e-03],\n",
|
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+ " [ 9.5374e-03, -9.9955e-03, 2.1811e-02],\n",
|
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+ " [-1.2876e-02, -1.8025e-02, 1.2062e-02]],\n",
|
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+ "\n",
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+ " [[-4.8183e-04, -1.4575e-02, 8.9895e-03],\n",
|
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|
+ " [ 1.0216e-02, 4.9876e-03, 2.8154e-02],\n",
|
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+ " [ 4.0765e-03, -5.9605e-03, 1.4637e-02]],\n",
|
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+ "\n",
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+ " [[ 6.1085e-03, 1.1858e-02, -4.0875e-03],\n",
|
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|
+ " [ 5.7008e-03, -5.3541e-05, -2.1263e-02],\n",
|
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+ " [ 1.9155e-03, 4.1227e-03, -1.0782e-02]]]])), ('pretrained_model.layer2.1.bn2.weight', tensor([0.1907, 0.1371, 0.2105, 0.2046, 0.1762, 0.1183, 0.1496, 0.1292, 0.0874,\n",
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+ " 0.1104, 0.2259])), ('pretrained_model.layer2.1.bn2.bias', tensor([ 0.0046, 0.0767, 0.0931, 0.1088, 0.0115, 0.0555, 0.0464, 0.0682,\n",
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+ " -0.1020, -0.1371, -0.0090, -0.0675, 0.0718, 0.0675, -0.0064, -0.0386])), ('pretrained_model.layer2.1.bn2.running_mean', tensor([-0.0562, -0.1316, 0.1854, 0.2617, -0.3076, 0.0424, 0.0635, 0.0375,\n",
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|
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|
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+ " 3.3709e-01, 1.7264e-01, 1.5675e-02, -2.5635e-03, 1.1189e-01,\n",
|
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+ " 3.6329e-02, -3.9639e-02, 1.6928e-02, 9.7026e-02, 1.8552e-01,\n",
|
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+ " 9.0672e-03, -1.4714e-02, 5.4072e-03, 1.3109e-01, 2.4498e-01,\n",
|
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+ " -4.1341e-04, 8.3006e-02, 4.4504e-03, -4.7994e-02, 1.1979e-01,\n",
|
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|
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+ " 5.6751e-02, 2.9578e-01, 2.8117e-01, 3.4916e-02, 1.6987e-02,\n",
|
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+ " 2.9027e-01, 1.2158e-02, 7.4778e-03, 2.6437e-01, -6.5599e-02,\n",
|
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+ " -1.8858e-02, -3.3097e-03, -5.0815e-03, 8.6243e-03, 1.9826e-03,\n",
|
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+ " -1.7919e-02, 1.0434e-01, 9.1943e-02, 2.5812e-01, 4.0385e-02,\n",
|
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+ " -7.2144e-04, 2.5870e-01, -6.5857e-04, 6.1612e-03, 1.7806e-01,\n",
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+ " 4.5459e-01, -2.4974e-06, 2.4041e-01, -2.4107e-03, 2.5401e-01,\n",
|
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+ " 5.2982e-02, -5.1123e-03, 1.2370e-02, 2.3701e-01, 3.5678e-02,\n",
|
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+ " 2.1231e-02, 8.7856e-03, 4.4879e-02, -1.3837e-02, 2.0271e-01,\n",
|
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+ " 5.1440e-03, 3.3954e-02, 2.5754e-01, 5.0565e-02, -8.3468e-03,\n",
|
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+ " 1.1571e-02, 2.8321e-01, 2.9575e-01, 1.9805e-01, 9.4501e-03,\n",
|
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+ " -7.5329e-03, -2.0049e-02, 1.0393e-01, 4.4647e-03, -1.6695e-02,\n",
|
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+ " 3.3826e-02, 7.5605e-03, 1.2088e-01, -3.0789e-03, 3.5180e-03,\n",
|
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+ " 1.3893e-01, 3.1110e-01, 2.7507e-03, 1.7998e-01, -3.7103e-02,\n",
|
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+ " 3.5902e-03, 5.8086e-02, 1.8034e-01, 3.1596e-02, 1.1377e-01,\n",
|
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+ " 1.5909e-01, 7.3050e-03, 9.6964e-02, 2.3395e-01, -5.0306e-03,\n",
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+ " 1.5624e-01, 1.1187e-01, 7.8302e-03, 1.5057e-01, -1.0868e-03,\n",
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+ " -1.0944e-02, 2.0340e-01])), ('pretrained_model.layer2.1.bn3.bias', tensor([-1.3694e-01, -5.2661e-02, 1.3078e-01, -1.7322e-03, -7.2339e-02,\n",
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+ " 1.4072e-01, 5.8912e-03, -2.3244e-02, 1.0858e-02, 4.9121e-02,\n",
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+ " 1.1936e-02, -9.2753e-04, 2.6755e-02, -5.5238e-02, -1.0593e-01,\n",
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+ " 4.5801e-03, -7.3256e-03, -1.3305e-02, 1.6075e-03, -3.5735e-02,\n",
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+ " 3.4769e-03, -3.6429e-02, -9.1571e-02, -1.5344e-02, -4.7379e-02,\n",
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+ " -1.7523e-01, -6.4602e-03, -7.6705e-02, -8.8245e-05, -1.6998e-02,\n",
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+ " -1.4278e-02, -1.8647e-01, -2.4565e-02, 1.4312e-02, -2.7753e-02,\n",
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+ " 2.8113e-02, -3.7044e-02, -1.2758e-02, -2.1453e-02, 1.5095e-02,\n",
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+ " 8.7033e-02, -5.5295e-02, -4.4608e-02, -2.0673e-02, 3.6328e-03,\n",
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+ " -4.8642e-02, -1.7880e-02, -6.3543e-02, -3.5214e-02, -5.0330e-02,\n",
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+ " 2.9407e-03, 8.4110e-03, -8.2865e-03, -3.9634e-02, 9.2993e-02,\n",
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+ " -8.6639e-06, -1.1031e-02, -6.1750e-03, -5.6684e-02, 1.0209e-01,\n",
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+ " -2.7217e-02, 2.4638e-02, 1.0519e-02, 8.3995e-02, 2.5039e-02,\n",
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+ " -5.4615e-02, -2.4413e-02, 3.7337e-02, -2.2905e-02, 2.6233e-03,\n",
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+ " -6.4852e-03, -2.2837e-02, 1.0408e-01, 1.3341e-02, 7.6901e-02,\n",
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+ " 2.0704e-02, 1.5759e-02, 1.0080e-02, -6.4783e-03, -3.2083e-02,\n",
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+ " 8.8107e-02, -1.4268e-01, -1.3256e-02, -5.9439e-02, -6.4844e-03,\n",
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+ " -3.3494e-02, -1.0104e-01, -5.6031e-03, -1.5419e-02, 7.2855e-02,\n",
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+ " -1.1938e-01, 2.0515e-02, -1.2025e-01, -7.6495e-02, -7.3686e-02,\n",
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+ " 1.4028e-01, -5.4861e-02, 6.3574e-02, -6.8641e-02, -3.4717e-03,\n",
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+ " -2.2641e-02, -8.7963e-02, -1.3415e-02, -2.7325e-02, -2.1457e-02,\n",
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+ " 9.5025e-03, -1.0811e-02, -2.3483e-02, -3.4465e-02, -3.7646e-02,\n",
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+ " 1.2264e-01, 3.4352e-02, -7.9471e-03, -1.2759e-02, -4.8542e-02,\n",
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+ " 7.8945e-03, 2.1505e-02, 6.7065e-02, -9.0807e-02, -1.7642e-03,\n",
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+ " 1.2028e-02, -4.3784e-03, -1.8430e-02, -5.7891e-03, -3.0062e-03,\n",
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+ " -7.1992e-02, -1.9979e-01, -2.5614e-02, -2.3499e-02, -2.1370e-02,\n",
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+ " -9.8869e-03, -5.6213e-03, -1.4225e-02, 5.9927e-04, -1.9206e-03,\n",
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+ " -1.6632e-02, -2.4019e-02, -1.9697e-02, 1.0832e-02, -4.9498e-03,\n",
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+ " 2.6389e-03, -1.3339e-01, -9.2142e-02, -1.1045e-01, 1.7826e-02,\n",
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|
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+ " -2.8810e-03, -1.4340e-01])), ('pretrained_model.layer2.1.bn3.running_mean', tensor([-5.6898e-02, -2.2058e-03, -5.0726e-02, -4.9824e-03, -2.9229e-02,\n",
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+ " -7.2455e-02, 1.2794e-02, -3.4452e-02, -3.6684e-02, -6.3797e-02,\n",
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+ " -3.2685e-02, -2.3593e-04, 1.3589e-02, -1.1926e-02, 5.8303e-02,\n",
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+ " 1.5083e-04, 2.6854e-02, -7.4066e-03, -1.6665e-02, -5.7078e-02,\n",
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+ " -2.1389e-02, 2.7691e-02, -8.0885e-03, 1.8655e-03, -1.4336e-03,\n",
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+ " -7.0670e-03, -2.2536e-02, 1.2688e-02, -1.4737e-04, -1.9573e-03,\n",
|
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+ " 2.9572e-02, 5.5299e-03, -2.1548e-02, -1.0199e-02, 8.6354e-03,\n",
|
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+ " -6.2735e-02, -1.3631e-03, 3.5515e-03, 1.2132e-02, 5.5798e-03,\n",
|
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+ " -3.9277e-03, 3.0008e-03, -7.9750e-03, 7.3109e-03, 4.0573e-03,\n",
|
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+ " 7.7700e-05, -1.5737e-02, 1.8094e-02, -2.7038e-02, -3.3414e-02,\n",
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+ " -5.9789e-02, 5.4731e-03, -9.7038e-03, 1.1588e-02, -8.3623e-02,\n",
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+ " -3.4161e-03, -2.8587e-03, 6.8622e-02, 5.0453e-03, -6.3877e-03,\n",
|
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+ " 2.4275e-02, -1.8185e-02, -4.1091e-02, -2.6317e-03, -5.5008e-02,\n",
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+ " -8.5316e-02, 3.8149e-03, -7.9104e-03, 9.5666e-03, -2.4119e-02,\n",
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+ " -1.9782e-03, -7.4352e-03, -4.8865e-02, 8.6310e-03, 1.0715e-02,\n",
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+ " -1.0771e-02, 1.2303e-02, 9.8970e-03, -5.4636e-03, -3.3016e-04,\n",
|
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+ " 2.0445e-03, 2.6161e-05, 2.9104e-02, 4.6877e-03, -9.7720e-03,\n",
|
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+ " -1.6904e-02, -3.5959e-03, 1.5238e-03, -2.9557e-02, -2.0082e-02,\n",
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+ " -2.9813e-03, -1.8064e-03, -2.0763e-02, -1.5549e-01, -9.7933e-03,\n",
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+ " -2.7448e-02, -1.1896e-02, 2.2336e-02, -7.6816e-02, 1.2877e-02,\n",
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+ " -1.0594e-02, 1.4608e-06, 8.8003e-05, -5.8562e-03, -7.2239e-02,\n",
|
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+ " -3.9968e-02, -4.9727e-02, 4.5863e-04, 3.9545e-03, -3.9197e-03,\n",
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+ " -7.4561e-03, 9.1753e-03, 9.9109e-03, -5.4088e-02, -1.9992e-02,\n",
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+ " 6.7007e-03, 6.7928e-03, -5.1895e-02, 2.3107e-02, -3.4142e-02,\n",
|
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+ " 1.6073e-03, 2.1334e-02, -8.9340e-03, 3.0543e-02, 1.3452e-03,\n",
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+ " -7.6917e-03, -3.7100e-02, -1.3369e-02, 9.9116e-03, -2.6852e-02,\n",
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+ " -5.6768e-02, -9.2297e-03, -4.9523e-03, -6.0124e-03, -1.3888e-02,\n",
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+ " -1.0770e-03, -1.1481e-04, 1.4421e-02, -7.4957e-02, 2.0444e-03,\n",
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+ " 7.1955e-03, -2.0737e-03, -8.9002e-02, 2.3802e-03, -3.7918e-03,\n",
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+ " -2.9898e-03, 1.2378e-02, -1.1100e-02, 1.9578e-02, -2.1111e-02,\n",
|
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+ " 3.8198e-02, -2.6703e-02, -5.4982e-03, 4.4911e-03, 2.3868e-03,\n",
|
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+ " 9.4839e-03, 8.2227e-03, -2.0699e-02, -6.0606e-02, 4.3587e-04,\n",
|
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+ " -5.5100e-03, 2.1478e-03, -5.7553e-02, -6.6833e-03, 1.5293e-02,\n",
|
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+ " -5.0494e-04, -1.4366e-03, -4.6738e-03, 8.0267e-03, -1.2515e-03,\n",
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+ " 1.5073e-02, 4.6931e-03, -9.9366e-04, -2.9289e-02, -3.3773e-02,\n",
|
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+ " -2.3204e-03, 1.9093e-03, -3.2714e-02, -2.6078e-02, -1.1236e-02,\n",
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+ " -4.0650e-02, -5.2048e-03, 4.7691e-03, -9.9508e-02, 1.5173e-03,\n",
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|
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|
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|
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|
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|
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+ " -1.6820e-01, -4.8958e-03, 5.1212e-03, -4.4720e-02, -7.8731e-03,\n",
|
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|
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+ " -8.5825e-03, -1.1555e-02, -9.9090e-03, 1.4918e-03, -3.6280e-02,\n",
|
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+ " 1.2191e-02, -2.5479e-02])), ('pretrained_model.layer2.1.bn3.running_var', tensor([1.8425e-03, 2.0888e-04, 6.4483e-03, 3.2935e-04, 2.3259e-03, 3.0572e-03,\n",
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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+ " 6.3689e-03, 2.4785e-04, 1.4889e-04, 1.1343e-03, 8.7359e-03, 1.1145e-04,\n",
|
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|
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|
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+ " 3.4893e-04, 2.3095e-03, 2.7217e-04, 3.2861e-04, 2.2935e-03, 6.0711e-04,\n",
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|
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|
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|
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+ " 2.8899e-04, 2.7114e-03, 7.7896e-04, 1.5667e-03, 2.0482e-04, 2.6134e-04,\n",
|
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+ " 1.0631e-02, 8.3492e-04, 4.0650e-04, 3.7654e-03, 1.6021e-04, 5.0885e-03,\n",
|
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|
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+ " 2.9426e-04, 4.3188e-03, 3.6894e-04, 5.8525e-03, 2.4822e-03, 4.7945e-04,\n",
|
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+ " 2.2465e-03, 6.3340e-03, 2.2148e-04, 1.9397e-03, 3.1808e-04, 7.7320e-04,\n",
|
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+ " 3.1458e-04, 4.7081e-04, 3.4415e-04, 2.2417e-03, 4.6719e-04, 8.2543e-04,\n",
|
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|
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|
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|
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+ " 1.0644e-02, 5.9854e-04, 4.0422e-03, 2.1406e-03, 7.6552e-04, 1.4380e-04,\n",
|
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+ " 1.0872e-03, 4.7126e-04, 1.0620e-02, 2.0904e-04, 5.6242e-03, 1.5568e-04,\n",
|
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+ " 4.9378e-03, 3.8646e-03, 6.9652e-13, 3.2467e-04, 2.3545e-04, 2.7511e-03,\n",
|
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+ " 8.4996e-03, 1.6602e-04, 1.6967e-03, 3.3047e-04, 8.7793e-04, 7.0044e-06,\n",
|
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+ " 5.2041e-04, 3.6366e-04, 7.5581e-04, 1.1425e-02, 4.6376e-03, 1.6132e-04,\n",
|
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+ " 3.7118e-04, 6.6816e-04, 1.0940e-02, 2.7259e-04, 1.7793e-03, 2.5014e-04,\n",
|
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+ " 6.0064e-03, 2.0042e-04, 2.0611e-04, 2.8394e-04, 2.1839e-04, 6.9421e-03,\n",
|
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+ " 1.6611e-04, 3.5798e-04, 1.8396e-04, 2.5434e-04, 7.3213e-03, 2.0358e-03,\n",
|
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+ " 1.2547e-02, 2.1255e-04, 7.2695e-03, 3.4318e-04, 3.5613e-04, 1.8472e-04,\n",
|
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+ " 9.1416e-03, 1.0708e-02, 2.1150e-04, 8.0742e-04, 1.0147e-04, 9.3377e-05,\n",
|
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+ " 1.9242e-03, 3.9767e-04, 1.1393e-04, 3.2042e-03, 2.6741e-04, 1.6991e-03,\n",
|
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+ " 1.6516e-04, 2.7578e-04, 1.5367e-04, 1.4745e-03, 1.7775e-04, 8.2995e-04,\n",
|
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+ " 3.1550e-04, 4.6228e-04, 4.1504e-04, 2.3565e-04, 2.2126e-04, 4.4307e-03,\n",
|
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+ " 2.8436e-04, 4.5496e-04, 2.0043e-04, 6.5374e-04, 9.9814e-04, 3.0061e-04,\n",
|
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+ " 5.3003e-03, 3.5462e-04, 5.4031e-03, 4.1830e-03, 2.3726e-04, 4.2729e-03,\n",
|
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+ " 1.7392e-03, 1.5365e-03, 1.6577e-04, 1.4798e-04, 1.6929e-04, 2.4759e-03,\n",
|
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+ " 1.6997e-04, 2.1764e-03, 4.0400e-03, 2.9971e-03, 3.1220e-04, 2.7003e-04,\n",
|
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+ " 3.4689e-04, 2.8940e-04, 2.6478e-03, 1.3074e-03, 1.3145e-04, 2.1388e-04,\n",
|
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+ " 8.5744e-05, 3.0332e-04, 2.5421e-04, 7.7562e-03, 1.5291e-03, 1.7471e-07,\n",
|
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+ " 4.3085e-04, 7.5998e-05, 1.8348e-03, 3.4573e-04, 1.4606e-04, 3.3741e-04,\n",
|
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+ " 1.8611e-04, 1.4237e-03, 3.9981e-04, 3.2982e-04, 1.9344e-04, 4.8122e-03,\n",
|
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+ " 1.1900e-02, 4.8046e-03, 4.3874e-03, 8.6882e-03, 1.0780e-04, 2.8699e-03,\n",
|
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+ " 7.8196e-03, 3.6612e-03, 2.2493e-04, 2.9149e-04, 4.1263e-04, 8.1890e-04,\n",
|
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+ " 3.0252e-04, 1.6239e-02, 4.7470e-04, 2.8811e-04, 2.1756e-04, 7.8922e-03,\n",
|
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+ " 5.3076e-04, 2.8402e-04, 1.5477e-02, 4.6523e-04, 1.6706e-04, 1.0654e-03,\n",
|
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+ " 2.0752e-04, 4.7940e-04, 1.8946e-04, 7.4592e-04, 4.2093e-03, 3.5206e-04,\n",
|
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+ " 3.2762e-03, 1.4521e-04, 6.6872e-03, 5.1443e-04, 1.0273e-02, 4.9349e-04,\n",
|
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+ " 2.9792e-04, 8.3044e-04, 3.4351e-04, 2.1915e-03, 4.2616e-04, 1.9461e-03,\n",
|
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+ " 6.6300e-03, 1.8920e-04, 3.7800e-04, 8.8216e-04, 3.0570e-04, 1.9423e-04,\n",
|
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+ " 1.8523e-03, 4.5595e-04, 1.3053e-03, 3.6486e-04, 4.3180e-03, 3.9890e-04,\n",
|
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+ " 3.2497e-04, 1.9645e-04, 4.5804e-04, 2.4513e-04, 5.5291e-03, 1.8988e-04,\n",
|
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+ " 3.8637e-04, 3.6101e-04, 4.7146e-04, 2.1798e-04, 3.1982e-04, 1.7788e-04,\n",
|
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+ " 4.5705e-04, 2.3485e-03, 2.8644e-04, 2.4536e-04, 2.3943e-03, 1.4639e-04,\n",
|
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+ " 2.6078e-04, 1.7089e-04, 6.5235e-03, 2.8947e-03, 3.4338e-03, 1.1528e-04,\n",
|
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+ " 1.9144e-04, 1.9158e-04, 1.5530e-03, 1.7596e-04, 1.0487e-03, 8.4911e-03,\n",
|
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+ " 2.4328e-03, 1.0016e-03, 1.8081e-04, 4.4116e-03, 1.0793e-02, 4.3516e-03,\n",
|
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+ " 0.0159, 0.0256])), ('pretrained_model.layer2.2.bn1.num_batches_tracked', tensor(0)), ('pretrained_model.layer2.2.conv2.weight', tensor([[[[-1.9657e-03, -1.3146e-04, -1.6163e-04],\n",
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+ "\n",
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+ " [-2.3311e-02, -8.7248e-03, 1.3719e-02],\n",
|
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+ " [-1.7433e-02, 3.5650e-03, 9.4016e-03]],\n",
|
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+ "\n",
|
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+ " [[ 3.8512e-02, 1.2985e-02, 1.8503e-03],\n",
|
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+ " [ 2.9406e-02, 7.3331e-03, 3.8742e-02],\n",
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+ " [ 2.0351e-02, 1.9797e-02, 3.8353e-02]]],\n",
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+ "\n",
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+ "\n",
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|
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+ " [-2.9308e-02, -5.4377e-02, -3.8493e-02]],\n",
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+ "\n",
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+ " [[-1.5029e-02, -1.1364e-02, -4.3696e-03],\n",
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+ "\n",
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+ " [-1.5286e-02, -8.3211e-03, -2.5432e-02]],\n",
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+ "\n",
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+ " ...,\n",
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+ "\n",
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+ "\n",
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+ " [ 7.4351e-03, -5.8448e-04, -6.7444e-03]],\n",
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+ "\n",
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+ " [-7.3153e-03, -7.3764e-04, -4.8681e-04]]],\n",
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+ "\n",
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+ "\n",
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+ " [[[-1.0876e-02, -1.9749e-02, -9.1514e-03],\n",
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+ " [-3.6919e-03, -6.2873e-03, 8.1671e-03]],\n",
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+ "\n",
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+ " [[-8.2264e-03, -9.0163e-03, -1.0781e-02],\n",
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+ " [ 1.1674e-02, 1.6945e-02, -7.2416e-03]],\n",
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+ "\n",
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+ "\n",
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+ " ...,\n",
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+ "\n",
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+ " [[-1.2900e-02, -1.9801e-02, 1.2191e-02],\n",
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+ " [ 1.4829e-02, 4.2374e-02, -2.4903e-02]],\n",
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+ "\n",
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+ " [[ 5.9404e-05, -6.3542e-03, 6.6772e-03],\n",
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+ " [-2.2410e-02, -1.0098e-02, 1.7616e-02]],\n",
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+ "\n",
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+ " [[-2.7526e-02, -4.1745e-02, -1.3017e-02],\n",
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+ " [ 1.2901e-02, 1.2643e-02, 4.9786e-02]]],\n",
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+ "\n",
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+ "\n",
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+ " ...,\n",
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+ "\n",
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+ "\n",
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+ " [[[-1.0474e-02, -8.0178e-03, -1.2024e-02],\n",
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+ "\n",
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+ "\n",
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+ " [ 1.2578e-02, 9.9594e-03, 1.1006e-02]],\n",
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+ "\n",
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+ "\n",
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+ "\n",
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+ "\n",
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+ " [[ 2.9380e-02, 2.5744e-02, 8.2000e-03],\n",
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+ " [ 1.7353e-02, -1.0862e-02, -3.9072e-02]]],\n",
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+ "\n",
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+ "\n",
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+ "\n",
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+ "\n",
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+ " [ 2.6671e-02, -1.7224e-02, -1.9748e-02]],\n",
|
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+ "\n",
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+ " ...,\n",
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+ "\n",
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+ " [[ 5.2394e-03, -1.6676e-02, -1.0910e-02],\n",
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+ " [-1.3784e-02, 3.9533e-03, 3.5826e-02],\n",
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+ " [ 5.4231e-03, 1.0633e-02, 1.1448e-02]],\n",
|
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+ "\n",
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+ " [[ 2.3769e-02, -4.3010e-03, -7.0841e-03],\n",
|
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+ " [-1.7367e-02, -2.1389e-02, -3.5096e-02],\n",
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|
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+ "\n",
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+ " [[-9.0803e-03, 4.8224e-03, 4.7907e-03],\n",
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|
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+ " [ 5.6588e-03, 2.0479e-02, 3.4542e-02]]],\n",
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+ "\n",
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+ "\n",
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+ " [[[-9.6951e-03, -2.2182e-02, -1.3671e-02],\n",
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|
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+ " [ 1.0199e-02, 2.4349e-02, 1.3660e-02]],\n",
|
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+ "\n",
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|
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+ " [-1.7081e-02, 1.7575e-02, -1.1736e-03],\n",
|
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+ " [-1.4989e-03, -1.2853e-02, -1.2868e-03]],\n",
|
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+ "\n",
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|
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+ " [ 6.6569e-03, -1.3283e-02, -1.1345e-02],\n",
|
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+ " [ 2.7614e-02, 3.5587e-02, 3.8059e-02]],\n",
|
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+ "\n",
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+ " ...,\n",
|
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+ "\n",
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+ " [[-5.0144e-02, -6.8908e-02, -1.7409e-02],\n",
|
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+ " [-7.2577e-02, 2.4253e-02, -1.2950e-02],\n",
|
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+ " [-1.3030e-02, -6.4723e-03, 1.1490e-02]],\n",
|
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+ "\n",
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+ " [[ 1.6846e-03, 2.0626e-02, -5.5765e-04],\n",
|
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+ " [ 2.0054e-02, -2.1686e-02, -4.3757e-03],\n",
|
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+ " [-1.3529e-02, 1.6285e-02, 3.5246e-03]],\n",
|
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+ "\n",
|
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+ " [[-7.9041e-03, 6.9854e-03, -1.2817e-03],\n",
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+ " [-1.5572e-02, 1.9209e-03, -2.2191e-02],\n",
|
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+ " [ 8.7682e-03, 1.9299e-02, 1.4356e-02]]]])), ('pretrained_model.layer2.2.bn2.weight', tensor([0.2387, 0.1813, 0.2223, 0.2244, 0.1852, 0.2276, 0.1810, 0.1938, 0.1569,\n",
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+ " 0.1372, 0.1222, 0.1773, 0.1407, 0.1332, 0.2294, 0.2084, 0.1966, 0.1581,\n",
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+ " 0.2138, 0.2032, 0.1383, 0.2234, 0.1346, 0.1790, 0.1848, 0.2038, 0.2024,\n",
|
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+ " 0.1800, 0.1290])), ('pretrained_model.layer2.2.bn2.bias', tensor([-6.4542e-02, -7.4697e-03, -7.7650e-02, 2.4397e-04, -8.5634e-03,\n",
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|
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+ " 1.0343e-01, 1.4825e-01, 8.1004e-02, 5.4609e-02, 7.7372e-02,\n",
|
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+ " -1.5135e-01, 8.4964e-02, -8.9734e-02, -2.1736e-02, -1.0652e-02,\n",
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+ " -1.5807e-01, 1.1419e-01, 3.9247e-02, -1.0619e-01, -7.3433e-02,\n",
|
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+ " -8.1382e-02, -1.8410e-02, 2.0451e-01])), ('pretrained_model.layer2.2.bn2.running_mean', tensor([-0.1209, 0.0150, -0.0349, 0.0872, -0.0760, -0.1607, 0.1583, 0.0797,\n",
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+ " -0.1717, 0.1986, -0.1527, -0.0855, -0.0253, 0.0159, 0.1323, -0.1881])), ('pretrained_model.layer2.2.bn2.running_var', tensor([0.0310, 0.0144, 0.0232, 0.0188, 0.0240, 0.0320, 0.0218, 0.0275, 0.0144,\n",
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+ " 0.0270, 0.0155, 0.0194, 0.0131, 0.0189, 0.0341, 0.0234, 0.0206, 0.0100,\n",
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+ " 0.0119, 0.0205, 0.0125, 0.0122, 0.0090, 0.0179, 0.0278, 0.0431, 0.0212,\n",
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+ "\n",
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+ " [[ 6.5518e-03]]],\n",
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+ " [[[ 1.0358e-02]],\n",
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+ " [[-1.9958e-02]],\n",
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+ " [[-7.6402e-03]],\n",
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+ "\n",
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+ " ...,\n",
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+ "\n",
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+ " [[ 9.6120e-03]],\n",
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+ "\n",
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+ " [[-1.6831e-03]],\n",
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+ "\n",
|
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+ " [[-1.8247e-02]]]])), ('pretrained_model.layer2.3.bn1.weight', tensor([0.1731, 0.1822, 0.1780, 0.1515, 0.1966, 0.1651, 0.1413, 0.1692, 0.1648,\n",
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+ " 0.1715, 0.1320, 0.2351, 0.2098, 0.1712, 0.1682, 0.1456, 0.1596, 0.1472,\n",
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+ " 0.1592, 0.1797])), ('pretrained_model.layer2.3.bn1.bias', tensor([-0.1236, -0.0083, -0.1129, 0.0354, -0.0846, -0.0578, 0.0415, 0.0408,\n",
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+ " 0.1057, -0.0810, -0.1171, -0.1312, -0.0655, -0.1344, 0.0504, -0.1848,\n",
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+ " -0.0847, -0.0545, 0.0603, -0.0622, -0.1573, -0.1431, -0.1718, -0.0302])), ('pretrained_model.layer2.3.bn1.running_var', tensor([0.0135, 0.0281, 0.0221, 0.0215, 0.0180, 0.0184, 0.0155, 0.0268, 0.0374,\n",
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+ " 0.0180, 0.0274, 0.0271, 0.0207, 0.0197, 0.0284, 0.0217, 0.0138, 0.0236,\n",
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+ " 0.0182, 0.0297, 0.0263, 0.0272, 0.0207, 0.0119, 0.0289, 0.0226, 0.0189,\n",
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+ " 0.0241, 0.0154, 0.0143, 0.0166, 0.0187, 0.0235, 0.0248, 0.0194, 0.0215,\n",
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+ " 0.0118, 0.0149, 0.0288, 0.0139, 0.0291, 0.0085, 0.0196, 0.0396, 0.0195,\n",
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+ " 0.0155, 0.0294, 0.0296, 0.0100, 0.0143, 0.0203, 0.0264, 0.0229, 0.0289,\n",
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+ " 0.0208, 0.0193, 0.0316, 0.0362, 0.0167, 0.0128, 0.0185, 0.0191, 0.0213,\n",
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+ " 0.0213, 0.0273, 0.0295, 0.0331, 0.0275, 0.0201, 0.0156, 0.0235, 0.0181,\n",
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+ " 0.0139, 0.0327, 0.0161, 0.0253, 0.0333, 0.0249, 0.0195, 0.0089, 0.0163,\n",
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+ " 0.0243, 0.0263, 0.0269, 0.0271, 0.0254, 0.0273, 0.0198, 0.0390, 0.0343,\n",
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+ " 0.0181, 0.0190, 0.0152, 0.0340, 0.0337, 0.0158, 0.0169, 0.0220, 0.0332,\n",
|
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+ " 0.0288, 0.0180, 0.0229, 0.0165, 0.0121, 0.0201, 0.0235, 0.0271, 0.0310,\n",
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+ " 0.0281, 0.0311, 0.0412, 0.0263, 0.0174, 0.0279, 0.0242, 0.0182, 0.0153,\n",
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+ " 0.0211, 0.0202, 0.0221, 0.0156, 0.0289, 0.0180, 0.0265, 0.0350, 0.0308,\n",
|
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+ " 0.0250, 0.0202])), ('pretrained_model.layer2.3.bn1.num_batches_tracked', tensor(0)), ('pretrained_model.layer2.3.conv2.weight', tensor([[[[ 1.1568e-02, 5.6079e-03, -2.1436e-03],\n",
|
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|
+ " [-2.4744e-03, 3.7061e-03, 2.8562e-03],\n",
|
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|
+ " [ 2.0708e-02, 2.2487e-03, -7.6621e-03]],\n",
|
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|
+ "\n",
|
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|
+ " [[-6.5856e-04, 8.3640e-03, 1.8543e-02],\n",
|
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+ " [-2.4947e-03, -7.8164e-05, 1.0201e-02],\n",
|
|
|
+ " [-3.3370e-03, 6.5282e-04, 1.5541e-02]],\n",
|
|
|
+ "\n",
|
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+ " [[ 2.0477e-02, 3.6984e-02, 2.2346e-02],\n",
|
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+ " [ 2.4016e-02, 1.4476e-02, 2.1248e-02],\n",
|
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+ " [ 1.2793e-02, 1.2371e-02, -2.0287e-06]],\n",
|
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+ "\n",
|
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|
+ " ...,\n",
|
|
|
+ "\n",
|
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|
+ " [[ 4.2628e-02, 1.1254e-02, -6.5558e-03],\n",
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+ " [ 3.1195e-02, -1.8355e-02, -3.7158e-02],\n",
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+ " [ 2.7809e-02, -7.8979e-03, -2.9662e-02]],\n",
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+ "\n",
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+ " [[ 1.7621e-02, 1.7474e-02, -1.7395e-02],\n",
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+ " [-5.0617e-03, 1.3614e-02, 1.2506e-02],\n",
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+ " [ 1.6575e-02, 1.7738e-02, -2.1151e-02]],\n",
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+ "\n",
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+ " [[-2.3011e-02, -3.6919e-04, 1.6354e-02],\n",
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+ " [-2.9647e-02, 1.1930e-02, 4.5245e-02]]],\n",
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+ "\n",
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+ "\n",
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+ " [[[-5.1627e-03, 2.2550e-02, 2.8265e-02],\n",
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+ "\n",
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+ " [[-9.2146e-03, -1.6078e-02, 2.2808e-02],\n",
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+ "\n",
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+ "\n",
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+ " ...,\n",
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+ "\n",
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+ " [[ 2.6213e-02, 2.0420e-02, -9.0681e-03],\n",
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+ "\n",
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+ "\n",
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+ "\n",
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+ "\n",
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+ "\n",
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+ " [[-1.8283e-02, 2.3562e-03, -1.2671e-03],\n",
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+ "\n",
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+ " [ 2.2822e-03, 9.4072e-03, 2.6123e-02]],\n",
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+ "\n",
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+ " [ 2.3088e-02, 2.3310e-02, 2.7834e-02]]],\n",
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+ "\n",
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+ "\n",
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+ " ...,\n",
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+ "\n",
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+ "\n",
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+ "\n",
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+ "\n",
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+ "\n",
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+ "\n",
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+ "\n",
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+ " [[-2.2454e-02, 5.4748e-03, -6.1005e-03],\n",
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|
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+ " [ 4.8737e-03, -7.5823e-03, -3.4546e-02]],\n",
|
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+ "\n",
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+ " [[ 2.4917e-02, 9.8607e-03, 5.4091e-03],\n",
|
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+ " [-1.7838e-03, -8.3479e-03, -1.4172e-02]],\n",
|
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+ "\n",
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+ " [[-2.7925e-03, 4.7345e-03, -5.3427e-03],\n",
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|
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+ " [ 4.7342e-03, 1.1255e-02, 9.9175e-04]]],\n",
|
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+ "\n",
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+ "\n",
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+ " [[[ 1.0228e-02, -6.6225e-03, -9.5325e-03],\n",
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|
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+ " [-1.0303e-02, -1.2567e-02, -3.2328e-02]],\n",
|
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+ "\n",
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|
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+ " [-4.6740e-02, -1.2809e-02, 1.6099e-03]],\n",
|
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+ "\n",
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|
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+ " [ 3.1924e-02, 8.2769e-02, 3.8301e-02],\n",
|
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+ " [ 5.5963e-03, 5.1067e-02, 5.7673e-04]],\n",
|
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+ "\n",
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+ " ...,\n",
|
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+ "\n",
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+ " [[ 8.5318e-04, -3.3720e-02, -3.6295e-02],\n",
|
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+ " [ 9.9276e-03, -2.8534e-02, 7.5694e-03],\n",
|
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+ " [-1.1383e-02, -1.8548e-02, 1.0380e-02]],\n",
|
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+ "\n",
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+ " [[-7.1429e-03, -1.0598e-03, -4.0772e-03],\n",
|
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+ " [ 3.3263e-03, -1.0144e-02, 7.4985e-03],\n",
|
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+ " [-1.2394e-02, -2.2784e-03, -1.3736e-02]],\n",
|
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+ "\n",
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+ " [[ 1.0580e-02, -3.0077e-03, 7.5399e-03],\n",
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+ " [-3.0681e-02, -2.3861e-02, 2.4678e-02],\n",
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+ " [ 6.8195e-03, -2.1540e-02, -1.4173e-02]]]])), ('pretrained_model.layer2.3.bn2.weight', tensor([0.2387, 0.2663, 0.1829, 0.2484, 0.2143, 0.1933, 0.2295, 0.1804, 0.1978,\n",
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+ " -0.0381, 0.1352, -0.0888, -0.0850, -0.0638, -0.0789, -0.1125, 0.1444])), ('pretrained_model.layer2.3.bn2.running_var', tensor([0.0264, 0.0131, 0.0123, 0.0184, 0.0144, 0.0150, 0.0201, 0.0099, 0.0139,\n",
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+ " 0.0176, 0.0206, 0.0165, 0.0205, 0.0101, 0.0105, 0.0176, 0.0109, 0.0072,\n",
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+ " -1.2691e-01, -8.4104e-02])), ('pretrained_model.layer2.3.bn3.running_mean', tensor([-1.2879e-02, 2.4482e-02, 5.0055e-03, -3.5883e-02, -6.2633e-03,\n",
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+ " 9.5546e-03, 1.0899e-02, 5.1698e-03, 1.3074e-03, -2.4248e-02,\n",
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+ " 2.6538e-03, 3.3867e-02, 5.9984e-03, 7.9525e-03, 6.1119e-03,\n",
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+ " 4.9763e-02, -1.5266e-02, -2.9828e-03, -4.1657e-03, -3.6780e-02,\n",
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+ " 3.9435e-03, -1.3248e-03, -3.4006e-02, -1.3221e-02, -9.3247e-04,\n",
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+ " 5.1331e-02, -2.7652e-02, -1.5058e-02, -7.3296e-02, 6.7963e-03,\n",
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+ " 1.6116e-03, -2.4788e-02, -3.1301e-03, -5.9235e-03, 1.2571e-02,\n",
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+ " 1.0168e-02, -3.7197e-03, 1.2350e-02, 1.0668e-03, -1.4688e-02,\n",
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+ " 6.3632e-03, -6.5751e-03, 8.6658e-03, -2.6977e-02, -1.0432e-02,\n",
|
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+ " 9.4988e-03, 1.3798e-02, -1.2351e-03, -3.6468e-03, 9.9917e-03,\n",
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+ " -3.2145e-03, 4.8497e-05, 3.9732e-02, -2.3217e-03, 1.9046e-02,\n",
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+ " 3.6070e-02, -3.1553e-02, 1.0473e-02, -5.1505e-03, -3.8481e-03,\n",
|
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+ " 5.1728e-03, 1.2557e-02, -9.3710e-03, 4.1585e-02, -6.7914e-03,\n",
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+ " -2.6592e-03, 4.6298e-03, 3.0830e-03, 4.7246e-03, -7.7416e-03,\n",
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+ " 3.7237e-03, -8.8164e-03, -2.3815e-02, 4.1452e-02, -6.3006e-03,\n",
|
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+ " 7.6494e-03, 1.7308e-03, -1.7388e-02, -1.3275e-02, 1.2644e-02,\n",
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+ " -5.2724e-03, -3.8519e-03, -1.5228e-02, -4.1907e-02, -1.0774e-02,\n",
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+ " -9.7997e-04, -2.3893e-03, -2.0423e-03, 6.8470e-03, -1.5708e-02,\n",
|
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+ " -1.9872e-02, 8.0786e-03, 5.2540e-03, 8.1310e-03, 7.3832e-02,\n",
|
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+ " 3.6729e-02, 1.1981e-02, 1.6929e-02, 6.2092e-03, 2.2886e-02,\n",
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+ " 4.4831e-02, -1.4084e-03, 5.8621e-03, -1.9323e-03, -2.3590e-04,\n",
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+ " 3.8075e-03, 3.1939e-02, 2.0935e-02, 7.5158e-02, -5.9994e-03,\n",
|
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+ " 1.5060e-02, 1.4832e-02, 1.5163e-02, -1.6861e-02, -4.7660e-03,\n",
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+ " -2.3530e-04, 2.2810e-02, -3.1107e-03, -1.2307e-02, 1.5636e-03,\n",
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+ " 2.2415e-02, 4.5576e-02, -6.1303e-03, -3.7246e-03, -2.7527e-02,\n",
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+ " 2.8401e-03, 5.9294e-02, 4.8261e-03, -2.0506e-02, -1.7692e-02,\n",
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+ " -2.4909e-03, 1.6213e-02, 4.5452e-03, -1.3831e-04, 1.2825e-02,\n",
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+ " 1.8671e-02, -1.7027e-02, 7.1336e-03, -3.4743e-02, 1.0892e-02,\n",
|
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+ " -2.1520e-02, -3.0706e-02, -3.7758e-03, -2.0423e-02, 2.8639e-02,\n",
|
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+ " 4.7471e-02, 2.9981e-02, -1.1865e-02, 1.5436e-02, -1.0870e-02,\n",
|
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+ " 9.5617e-03, 2.1404e-03, -1.4022e-02, -3.3077e-02, 1.8465e-02,\n",
|
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+ " 1.5396e-04, -1.7682e-02, -1.7871e-02, -4.2742e-04, 2.8656e-02,\n",
|
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+ " 6.1861e-03, -1.7574e-02, 1.9384e-02, -5.4002e-02, -6.0454e-03,\n",
|
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+ " 3.2470e-02, -9.3693e-03, -2.4524e-02, -1.9767e-02, -1.9218e-03,\n",
|
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+ " -4.2526e-04, -2.3829e-02, -6.9922e-05, 1.5123e-02, -1.7953e-03,\n",
|
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+ " -1.7806e-02, -3.3815e-03, -3.3458e-02, 4.7306e-03, 5.1874e-03,\n",
|
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+ " 4.4552e-03, -1.9611e-02, -1.4852e-03, 2.2293e-03, 8.8786e-03,\n",
|
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+ " 2.0446e-03, -1.5184e-02, 3.5332e-03, 1.2522e-02, -1.7163e-05,\n",
|
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|
+ " 1.9781e-03, -5.5264e-03, -2.6193e-02, -6.5804e-03, -9.3108e-03,\n",
|
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+ " 2.2277e-02, -1.1910e-02, -4.8545e-02, 1.9663e-03, 5.5324e-03,\n",
|
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+ " -4.5270e-03, -2.4219e-02, 1.5894e-02, -2.7267e-02, -6.4055e-02,\n",
|
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+ " -8.7701e-03, -1.1646e-02, -1.1608e-02, -3.0158e-02, -1.4975e-01,\n",
|
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+ " -2.2262e-02, -2.7231e-02, 5.7456e-03, -2.0822e-02, -6.7684e-02,\n",
|
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+ " 5.4815e-02, -3.9373e-02, -6.1800e-02, 2.2509e-02, -6.3033e-02,\n",
|
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|
+ " 1.8845e-02, 6.7892e-02, 8.7296e-02, -1.0977e-01, -6.2935e-05,\n",
|
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|
+ " -3.0538e-02, -4.6429e-03, 1.2479e-02, -3.2789e-03, -1.0514e-02,\n",
|
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+ " 4.1475e-03, -1.0151e-02, -1.3803e-02, -5.4661e-05, 1.0027e-02,\n",
|
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|
+ " -4.1443e-02, -3.6705e-03, -2.0811e-03, -1.7397e-02, -1.4619e-02,\n",
|
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+ " -8.3772e-03, 6.2470e-03, -2.9040e-03, -7.8965e-03, 6.0673e-03,\n",
|
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+ " 9.3557e-03, -1.2671e-02, 1.2171e-02, -1.6007e-02, -8.5612e-02,\n",
|
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+ " -9.7916e-03, -8.3405e-02, -7.7669e-03, -1.3272e-02, -6.5265e-04,\n",
|
|
|
+ " 8.7012e-03, 1.2084e-02, -3.9386e-02, 3.1740e-03, -7.5206e-03,\n",
|
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|
+ " 2.2807e-02, -5.7523e-03, 2.9178e-03, -8.2661e-02, -8.1015e-03,\n",
|
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|
+ " 1.4425e-02, -5.9155e-03, 2.4994e-02, -1.5782e-02, -1.2904e-02,\n",
|
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|
+ " 2.7029e-02, 1.5463e-02, 1.2984e-03, 3.0965e-02, 4.9870e-03,\n",
|
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+ " -1.6213e-02, -4.2777e-03, -4.3110e-03, -8.8693e-03, -2.7635e-02,\n",
|
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+ " 2.3195e-02, -1.0688e-02, -2.8968e-02, 4.5618e-02, -4.2812e-03,\n",
|
|
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+ " -3.3313e-03, -6.2553e-03, -2.0422e-03, 2.8031e-02, 1.2113e-02,\n",
|
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|
+ " -6.9890e-02, 2.3307e-02, 1.5865e-02, 8.4307e-03, 7.0819e-03,\n",
|
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+ " 4.2628e-02, 6.2731e-03, 6.5656e-03, 2.2563e-02, 1.7342e-03,\n",
|
|
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+ " -2.5236e-02, 2.9439e-03, -1.9836e-03, 9.9823e-03, 1.1853e-03,\n",
|
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+ " -7.3140e-03, 1.6781e-02, -7.0196e-03, -4.9229e-02, 2.0574e-02,\n",
|
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+ " -1.8759e-03, -1.8053e-03, 3.8438e-02, 2.6576e-02, -1.1253e-02,\n",
|
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+ " -1.1739e-03, -7.1753e-04, -1.0347e-02, 2.1179e-02, 5.4496e-02,\n",
|
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+ " -2.8523e-03, 1.1019e-02, -3.6750e-02, 1.5277e-02, -1.3262e-02,\n",
|
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+ " -8.2415e-02, 1.0575e-02, 2.5951e-02, 1.9396e-02, 1.5145e-02,\n",
|
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+ " 1.6776e-02, -2.1542e-02, 1.3740e-03, -1.0097e-02, -1.4122e-02,\n",
|
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+ " 3.3877e-02, 3.1380e-03, -1.1565e-01, 1.8049e-03, 4.8278e-02,\n",
|
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+ " 3.2285e-02, 3.6325e-03, 1.1252e-02, 1.6387e-02, 5.6697e-03,\n",
|
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+ " -3.4223e-02, 2.6294e-02, 7.3594e-03, 7.9081e-03, -2.6368e-02,\n",
|
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+ " -9.3092e-02, 4.8611e-03, -5.0802e-02, 4.9436e-02, -2.5528e-02,\n",
|
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+ " 4.6931e-03, 1.0047e-02, 2.0552e-02, 7.8431e-04, 4.4339e-02,\n",
|
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+ " -1.3912e-02, -5.1370e-03, -4.7394e-03, -1.2596e-02, -1.5470e-02,\n",
|
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+ " 4.5350e-02, -6.5940e-03, -1.4993e-02, -1.7439e-03, -1.2251e-02,\n",
|
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+ " 2.1417e-02, -7.3563e-03, -4.6647e-02, 1.1084e-04, 7.0146e-02,\n",
|
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+ " -7.0925e-02, -4.3201e-02, 7.5729e-03, -4.1415e-03, 3.0318e-05,\n",
|
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+ " -2.3752e-02, -2.6722e-02, 5.5031e-03, 2.6458e-03, -2.8830e-02,\n",
|
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+ " -1.4923e-02, 1.0957e-03, -5.2851e-03, 3.7812e-03, -1.5438e-02,\n",
|
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+ " -2.5581e-02, 1.2391e-02, -1.6760e-02, -1.7619e-02, -7.6919e-03,\n",
|
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+ " -7.3490e-02, -1.5204e-03, 3.6358e-03, -3.6109e-03, -5.2522e-02,\n",
|
|
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+ " 9.0722e-03, 8.0676e-03, 9.6427e-03, -1.9459e-02, -5.3987e-03,\n",
|
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|
+ " -3.4914e-02, -1.0951e-02, 1.2191e-02, 4.3634e-03, 2.5552e-03,\n",
|
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|
+ " -3.0061e-02, 8.0903e-03, 1.8865e-02, -2.9713e-03, -3.1577e-02,\n",
|
|
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+ " -3.1847e-03, -3.3979e-03, -1.1035e-02, 4.2331e-03, 3.7750e-02,\n",
|
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|
+ " -1.4782e-02, -4.8226e-03, 3.1608e-03, 8.7927e-04, 8.7001e-04,\n",
|
|
|
+ " 5.8099e-02, -3.7331e-03])), ('pretrained_model.layer2.3.bn3.running_var', tensor([1.4842e-04, 1.8690e-03, 2.8082e-04, 6.1648e-04, 4.6214e-04, 1.4388e-04,\n",
|
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+ " 1.6668e-04, 4.5903e-04, 1.4197e-03, 1.3867e-03, 6.6431e-04, 3.0453e-04,\n",
|
|
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+ " 9.0202e-04, 2.0188e-04, 5.0306e-04, 2.2996e-03, 1.0206e-03, 1.1541e-03,\n",
|
|
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+ " 1.2111e-03, 7.8897e-04, 1.9681e-03, 5.1947e-04, 4.9430e-04, 5.7704e-04,\n",
|
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+ " 1.6452e-03, 7.9151e-04, 1.2909e-03, 1.5790e-03, 3.9601e-04, 1.8606e-03,\n",
|
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+ " 8.2856e-04, 1.9034e-04, 4.4632e-04, 5.0441e-04, 4.9799e-04, 3.4913e-04,\n",
|
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+ " 5.3156e-04, 1.4585e-03, 8.2416e-04, 1.3874e-03, 1.2901e-03, 1.5272e-03,\n",
|
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+ " 1.5444e-03, 2.7386e-04, 3.3367e-04, 1.9891e-03, 2.1541e-04, 1.4310e-03,\n",
|
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+ " 2.1005e-03, 1.0780e-03, 4.4021e-04, 3.8680e-03, 1.0789e-03, 7.6396e-04,\n",
|
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+ " 4.4496e-04, 1.6361e-03, 1.6692e-03, 3.4243e-03, 2.3127e-04, 7.3978e-04,\n",
|
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+ " 1.2088e-04, 1.5623e-03, 1.7045e-03, 1.7311e-04, 1.6603e-03, 8.1510e-04,\n",
|
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+ " 5.5652e-05, 1.4495e-03, 3.0350e-03, 1.1652e-03, 9.2716e-04, 1.9498e-03,\n",
|
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+ " 1.0103e-03, 1.2770e-03, 1.5131e-03, 5.6213e-04, 6.2735e-04, 1.1324e-03,\n",
|
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+ " 1.7890e-03, 2.6307e-03, 3.1379e-04, 1.7010e-03, 7.2032e-05, 1.0223e-03,\n",
|
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+ " 1.3278e-03, 1.1887e-03, 1.3199e-03, 1.8699e-04, 2.8356e-04, 8.0281e-04,\n",
|
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+ " 8.9098e-04, 1.8688e-03, 1.5313e-03, 5.6632e-04, 2.5894e-04, 1.6387e-03,\n",
|
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+ " 1.0778e-03, 9.1855e-05, 5.8783e-04, 1.5515e-04, 7.7065e-04, 1.6665e-03,\n",
|
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+ " 7.9759e-05, 9.5473e-04, 2.7263e-04, 1.9122e-04, 1.2038e-03, 1.8999e-03,\n",
|
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+ " 9.9614e-04, 8.5905e-04, 7.4544e-04, 2.0874e-03, 5.4900e-04, 1.8386e-03,\n",
|
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+ " 1.0557e-04, 2.9931e-04, 1.2050e-03, 5.2246e-04, 1.5245e-03, 1.0667e-03,\n",
|
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+ " 8.6965e-04, 1.5963e-03, 4.4780e-04, 6.9845e-04, 7.6309e-04, 3.1756e-04,\n",
|
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+ " 8.6595e-04, 2.5970e-04, 1.5067e-03, 1.6803e-03, 1.6256e-03, 1.0882e-03,\n",
|
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+ " 9.1074e-04, 1.1679e-04, 2.7647e-04, 2.8845e-04, 1.4860e-03, 2.8630e-03,\n",
|
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+ " 1.5427e-04, 1.3914e-03, 1.4038e-03, 7.2262e-04, 9.2167e-04, 4.5048e-04,\n",
|
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+ " 1.4074e-04, 6.8296e-04, 2.6824e-04, 7.3419e-04, 1.5589e-03, 4.9155e-04,\n",
|
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+ " 3.0275e-04, 3.9862e-04, 1.1256e-03, 1.8162e-04, 3.4936e-04, 2.2081e-04,\n",
|
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+ " 3.0325e-04, 5.2529e-04, 6.0014e-04, 9.5731e-04, 1.3000e-03, 3.1200e-04,\n",
|
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+ " 7.1464e-04, 2.2252e-04, 1.0628e-03, 1.5860e-04, 3.6597e-04, 1.1427e-03,\n",
|
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+ " 2.4060e-03, 6.2687e-04, 1.2856e-04, 1.2964e-03, 4.0971e-04, 2.7734e-04,\n",
|
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+ " 6.8303e-04, 2.4915e-03, 1.6031e-04, 1.2585e-03, 3.1644e-04, 2.1006e-03,\n",
|
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+ " 1.7103e-03, 1.9704e-03, 4.9543e-04, 1.7333e-04, 8.3362e-04, 6.8506e-04,\n",
|
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+ " 1.7445e-04, 1.7763e-03, 2.1106e-04, 1.4492e-03, 5.2880e-04, 1.7833e-03,\n",
|
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+ " 7.4183e-04, 1.5577e-03, 1.7269e-04, 1.2175e-03, 6.0728e-04, 2.1662e-03,\n",
|
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+ " 1.5072e-03, 1.2878e-04, 6.3487e-04, 2.0675e-03, 3.8220e-04, 4.0129e-04,\n",
|
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+ " 2.9065e-04, 2.3749e-03, 1.1963e-03, 3.9999e-04, 3.6674e-04, 8.1304e-04,\n",
|
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+ " 1.0352e-03, 1.2756e-03, 9.4468e-04, 3.0109e-04, 1.1886e-03, 1.1693e-03,\n",
|
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+ " 1.0511e-03, 3.5180e-04, 9.3965e-05, 1.1042e-03, 6.9087e-04, 1.3341e-03,\n",
|
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+ " 1.0222e-04, 2.9733e-03, 3.5169e-04, 1.5638e-03, 2.2065e-03, 1.1542e-04,\n",
|
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+ " 1.1621e-03, 1.3849e-03, 1.9218e-03, 9.4664e-04, 1.3326e-03, 7.8542e-04,\n",
|
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+ " 1.8085e-04, 9.9500e-04, 4.7898e-04, 5.6463e-04, 2.4242e-03, 5.2077e-04,\n",
|
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+ " 6.8936e-04, 3.9565e-04, 1.3297e-03, 1.6352e-04, 1.8920e-03, 1.7244e-03,\n",
|
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+ " 4.5505e-04, 7.2751e-04, 1.4351e-03, 3.0646e-04, 1.0207e-03, 3.0063e-04,\n",
|
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+ " 2.0893e-03, 1.5986e-03, 1.5896e-03, 1.0381e-03, 1.3070e-03, 7.2061e-04,\n",
|
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+ " 1.0755e-03, 2.5251e-04, 1.9206e-03, 9.4792e-04, 1.0863e-03, 2.2110e-04,\n",
|
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+ " 1.2260e-03, 2.1687e-04, 6.5925e-04, 2.1106e-04, 2.1705e-04, 2.5373e-04,\n",
|
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+ " 1.3356e-04, 1.1060e-03, 1.0960e-04, 6.8644e-04, 1.8791e-03, 9.6868e-05,\n",
|
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+ " 2.2364e-03, 1.3623e-03, 9.6947e-04, 5.3875e-04, 8.6826e-04, 5.8334e-04,\n",
|
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+ " 1.2392e-03, 9.6101e-04, 2.2060e-04, 1.5601e-04, 1.6070e-03, 9.1163e-04,\n",
|
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+ " 7.8379e-04, 2.4428e-03, 1.1796e-04, 1.4105e-04, 1.7799e-03, 1.4009e-03,\n",
|
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+ " 2.6260e-03, 1.4168e-03, 1.3181e-03, 7.1760e-04, 3.6414e-04, 4.0484e-03,\n",
|
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+ " 1.1708e-03, 4.6444e-04, 1.9994e-03, 7.9056e-04, 1.2013e-03, 1.9259e-03,\n",
|
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+ " 1.3417e-03, 1.7644e-03, 1.9882e-03, 1.1214e-04, 1.9014e-03, 1.2277e-04,\n",
|
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+ " 1.2310e-04, 2.5523e-04, 2.2082e-04, 1.4292e-03, 1.4525e-03, 2.6497e-04,\n",
|
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+ " 2.0691e-04, 1.6570e-04, 1.2088e-03, 7.6127e-04, 6.6036e-04, 6.8555e-04,\n",
|
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+ " 2.0790e-04, 1.6023e-04, 1.2672e-03, 1.0296e-03, 4.4780e-04, 1.3202e-03,\n",
|
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+ " 4.6581e-04, 8.9598e-04, 1.2336e-04, 2.3570e-04, 1.7242e-03, 5.6917e-04,\n",
|
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+ " 2.4371e-03, 2.6722e-04, 7.4764e-04, 5.8288e-04, 3.4474e-04, 7.6360e-04,\n",
|
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+ " 4.0860e-04, 1.1856e-03, 2.1563e-04, 7.7140e-04, 1.3393e-04, 1.8734e-04,\n",
|
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+ " 1.9131e-03, 3.9553e-04, 9.9786e-04, 3.3527e-04, 9.1499e-04, 7.7060e-04,\n",
|
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+ " 3.1946e-04, 8.8351e-04, 7.9173e-04, 1.8987e-04, 1.3131e-03, 1.9791e-03,\n",
|
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+ " 7.8791e-04, 1.1967e-03, 8.3369e-04, 1.1647e-04, 5.8284e-04, 6.1996e-04,\n",
|
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+ " 5.3823e-04, 1.8600e-03, 5.3996e-04, 5.5080e-04, 1.0612e-03, 1.5976e-04,\n",
|
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+ " 1.1296e-03, 7.3093e-04, 2.4221e-04, 1.9999e-03, 1.1739e-03, 1.2440e-03,\n",
|
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+ " 1.2237e-03, 4.7593e-04, 2.7346e-03, 8.9991e-04, 9.9918e-05, 1.2124e-03,\n",
|
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+ " 1.3722e-03, 1.2965e-03, 1.3802e-04, 2.9718e-04, 3.0519e-04, 1.8684e-03,\n",
|
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+ " 1.4768e-03, 1.7555e-03, 1.5116e-04, 2.1663e-03, 1.8981e-03, 1.5585e-04,\n",
|
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+ " 4.6926e-04, 1.8269e-03, 8.3055e-04, 1.2279e-03, 5.4862e-04, 1.5271e-04,\n",
|
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+ " 2.4844e-03, 5.2894e-04, 6.1995e-04, 1.5720e-04, 1.9228e-04, 1.0757e-03,\n",
|
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+ " 6.4951e-04, 7.6363e-04, 1.9083e-03, 1.1038e-03, 3.9277e-04, 6.4771e-04,\n",
|
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|
+ " 1.6701e-03, 2.0224e-03, 1.0814e-03, 2.2553e-03, 1.1067e-04, 1.8844e-03,\n",
|
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+ " 8.6874e-04, 8.1437e-04, 3.1165e-03, 1.0981e-03, 8.3123e-04, 1.2195e-03,\n",
|
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+ " 3.0049e-04, 6.6780e-04, 6.5372e-04, 1.6960e-03, 5.3854e-04, 8.9554e-04,\n",
|
|
|
+ " 1.9704e-03, 4.6803e-04, 1.3584e-03, 2.9623e-03, 1.9587e-03, 1.4973e-03,\n",
|
|
|
+ " 8.9128e-04, 9.3957e-04, 1.3649e-03, 1.7585e-04, 5.0201e-04, 1.2916e-04,\n",
|
|
|
+ " 7.9783e-04, 2.6805e-03, 1.5989e-04, 1.7558e-03, 6.7495e-04, 1.4195e-03,\n",
|
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|
+ " 1.0245e-03, 1.1994e-03, 4.6875e-04, 9.9602e-04, 3.6839e-04, 3.2459e-04,\n",
|
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+ " 0.0193, 0.0234, 0.0287, 0.0275, 0.0405, 0.0517, 0.0192, 0.0561, 0.0194,\n",
|
|
|
+ " 0.0284, 0.0493, 0.0480, 0.0242, 0.0204, 0.0269, 0.0430, 0.0461, 0.0394,\n",
|
|
|
+ " 0.0310, 0.0231, 0.0310, 0.0373, 0.0239, 0.0410, 0.0343, 0.0395, 0.0237,\n",
|
|
|
+ " 0.0228, 0.0340, 0.0156, 0.0204, 0.0332, 0.0277, 0.0351, 0.0332, 0.0288,\n",
|
|
|
+ " 0.0221, 0.0423, 0.0314, 0.0454, 0.0263, 0.0223, 0.0708, 0.0245, 0.0199,\n",
|
|
|
+ " 0.0214, 0.0137, 0.0361, 0.0226, 0.0345, 0.0175, 0.0294, 0.0305, 0.0261,\n",
|
|
|
+ " 0.0277, 0.0249, 0.0334, 0.0287, 0.0390, 0.0244, 0.0205, 0.0341, 0.0377,\n",
|
|
|
+ " 0.0165, 0.0335, 0.0227, 0.0622, 0.0306, 0.0257, 0.0182, 0.0223, 0.0258,\n",
|
|
|
+ " 0.0367, 0.0459, 0.0203, 0.0242, 0.0398, 0.0228, 0.0367, 0.0234, 0.0612,\n",
|
|
|
+ " 0.0217, 0.0601, 0.0247, 0.0435, 0.0419, 0.0267, 0.0555, 0.0509, 0.0243,\n",
|
|
|
+ " 0.0181, 0.0315, 0.0305, 0.0238, 0.0315, 0.0268, 0.0240, 0.0296, 0.0227,\n",
|
|
|
+ " 0.0169, 0.0234, 0.0585, 0.0256, 0.0455, 0.0332, 0.0275, 0.0280, 0.0299,\n",
|
|
|
+ " 0.0254, 0.0211, 0.0323, 0.0196, 0.0244, 0.0285, 0.0296, 0.0225, 0.0293,\n",
|
|
|
+ " 0.0315, 0.0361, 0.0240, 0.0238, 0.0477, 0.0192, 0.0290, 0.0316, 0.0170,\n",
|
|
|
+ " 0.0271, 0.0271, 0.0418, 0.0208, 0.0150, 0.0580, 0.0278, 0.0256, 0.0356,\n",
|
|
|
+ " 0.0316, 0.0261, 0.0282, 0.0321, 0.0320, 0.0259, 0.0736, 0.0329, 0.0356,\n",
|
|
|
+ " 0.0266, 0.0499, 0.0220, 0.0211, 0.0545, 0.0339, 0.0345, 0.0213, 0.0365,\n",
|
|
|
+ " 0.0309, 0.0326, 0.0415, 0.0370, 0.0239, 0.0201, 0.0400, 0.0329, 0.0197,\n",
|
|
|
+ " 0.0287, 0.0459, 0.0256, 0.0294, 0.0235, 0.0369, 0.0494, 0.0303, 0.0155,\n",
|
|
|
+ " 0.0151, 0.0374, 0.0308, 0.0355, 0.0239, 0.0234, 0.0276, 0.0463, 0.0593,\n",
|
|
|
+ " 0.0654, 0.0305, 0.0225, 0.0318, 0.0371, 0.0305, 0.0206, 0.0525, 0.0263,\n",
|
|
|
+ " 0.0373, 0.0259, 0.0365, 0.0162, 0.0265, 0.0286, 0.0208, 0.0279, 0.0301,\n",
|
|
|
+ " 0.0533, 0.0219, 0.0265, 0.0267, 0.0425, 0.0238, 0.0201, 0.0327, 0.0149,\n",
|
|
|
+ " 0.0375, 0.0287, 0.0400, 0.0401, 0.0226, 0.0402, 0.0308, 0.0443, 0.0368,\n",
|
|
|
+ " 0.0282, 0.0328, 0.0215, 0.0290])), ('pretrained_model.layer3.0.bn1.num_batches_tracked', tensor(0)), ('pretrained_model.layer3.0.conv2.weight', tensor([[[[-3.6330e-02, -4.6354e-02, -3.3399e-02],\n",
|
|
|
+ " [-3.1231e-02, -9.4616e-03, -2.7634e-02],\n",
|
|
|
+ " [-2.6836e-02, -3.8256e-02, -4.2513e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.4463e-02, -3.1330e-02, -6.6660e-03],\n",
|
|
|
+ " [-9.9366e-03, -2.3910e-02, -1.7298e-02],\n",
|
|
|
+ " [-2.2320e-02, -2.0302e-02, -1.7883e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 9.1230e-03, -4.0786e-03, 1.3997e-02],\n",
|
|
|
+ " [-1.8442e-02, -7.6107e-03, -1.2786e-02],\n",
|
|
|
+ " [-3.2848e-03, -1.1183e-02, -5.2490e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.1853e-02, 5.1033e-02, 4.1685e-02],\n",
|
|
|
+ " [ 5.2085e-02, 2.9729e-02, 4.9457e-02],\n",
|
|
|
+ " [ 3.4872e-02, 4.5166e-02, 3.1715e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.1745e-03, 1.1128e-02, -1.3097e-02],\n",
|
|
|
+ " [ 8.1790e-03, 1.0260e-02, -7.3554e-03],\n",
|
|
|
+ " [-2.1074e-03, 9.0900e-03, 9.3437e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.5423e-02, -7.5277e-03, -1.4441e-02],\n",
|
|
|
+ " [ 3.3483e-02, 1.6514e-02, 2.6752e-02],\n",
|
|
|
+ " [ 2.6619e-02, 4.0044e-02, 1.9302e-02]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[-8.1979e-03, 2.7520e-04, -1.2366e-03],\n",
|
|
|
+ " [ 9.2544e-04, 1.5314e-03, -7.8363e-03],\n",
|
|
|
+ " [-2.3080e-04, -5.6562e-03, 1.0296e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.1256e-03, -6.7121e-03, -1.1463e-02],\n",
|
|
|
+ " [ 5.5552e-03, -1.0195e-02, -1.0389e-02],\n",
|
|
|
+ " [ 3.4573e-03, 2.1754e-04, -8.0891e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.2479e-02, -1.6478e-02, -9.7831e-03],\n",
|
|
|
+ " [-2.3607e-03, -6.9814e-03, -1.2328e-02],\n",
|
|
|
+ " [-1.4511e-02, -1.1929e-02, -1.0163e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.8668e-03, 1.5575e-02, 9.1311e-03],\n",
|
|
|
+ " [-2.1334e-03, 3.0153e-03, 6.9505e-03],\n",
|
|
|
+ " [-2.0799e-03, -2.2340e-03, -6.3542e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.6871e-03, 3.1293e-03, 8.5749e-03],\n",
|
|
|
+ " [ 1.4643e-02, 2.9633e-03, 2.2466e-02],\n",
|
|
|
+ " [ 5.3215e-03, 2.4384e-03, 1.3139e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-9.0997e-03, -1.8576e-02, -8.0957e-03],\n",
|
|
|
+ " [-1.6060e-02, -1.2202e-02, -1.3583e-02],\n",
|
|
|
+ " [-3.1005e-02, -2.3910e-02, 6.9498e-03]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[-1.1285e-02, -5.5100e-03, 1.0024e-02],\n",
|
|
|
+ " [ 1.0157e-02, 2.5349e-02, 1.8742e-02],\n",
|
|
|
+ " [-2.5811e-03, 7.7032e-03, 1.2992e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.1615e-02, -5.0839e-03, -2.1059e-03],\n",
|
|
|
+ " [-1.3400e-03, -2.1173e-02, -1.6748e-02],\n",
|
|
|
+ " [-5.7454e-05, -1.9942e-02, -1.0612e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.9097e-02, 1.2325e-02, 6.5311e-03],\n",
|
|
|
+ " [ 1.3373e-02, 4.5338e-03, -2.3851e-03],\n",
|
|
|
+ " [ 2.0462e-02, 1.2620e-02, 2.2747e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.5480e-03, 1.4024e-02, 2.3438e-03],\n",
|
|
|
+ " [ 7.6505e-03, 2.9060e-02, 8.3661e-03],\n",
|
|
|
+ " [-9.8359e-03, 4.7214e-03, 4.4931e-04]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.1501e-03, 6.9322e-03, 1.8985e-03],\n",
|
|
|
+ " [ 3.9613e-03, 1.8003e-03, -4.7054e-03],\n",
|
|
|
+ " [ 6.2448e-04, 9.2019e-03, -2.6933e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.6709e-03, 8.9864e-03, 2.2375e-02],\n",
|
|
|
+ " [ 1.8094e-02, 3.7046e-02, 2.3953e-02],\n",
|
|
|
+ " [ 1.4685e-02, 3.2922e-02, 1.8954e-02]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[-4.1806e-03, 1.1629e-02, -6.4605e-04],\n",
|
|
|
+ " [-1.4537e-02, -1.3084e-02, -8.2785e-03],\n",
|
|
|
+ " [-4.1658e-04, -9.2190e-03, 3.5089e-04]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.5241e-04, 1.8911e-02, 2.1632e-02],\n",
|
|
|
+ " [-2.6469e-03, -2.1419e-03, -1.6037e-02],\n",
|
|
|
+ " [ 7.4589e-03, 7.4497e-03, 2.4735e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.3036e-03, -3.7402e-03, -5.2980e-03],\n",
|
|
|
+ " [-9.2429e-03, -1.1322e-02, -1.9090e-02],\n",
|
|
|
+ " [-8.3585e-03, -9.5076e-03, -3.1626e-04]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.5705e-04, 1.3018e-02, 6.7900e-03],\n",
|
|
|
+ " [-4.2345e-03, -1.3188e-02, -9.2938e-03],\n",
|
|
|
+ " [-3.4757e-03, 8.3005e-03, 1.2263e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.5553e-02, 1.7174e-03, -4.6414e-03],\n",
|
|
|
+ " [-1.0774e-02, -2.3908e-02, -1.3000e-02],\n",
|
|
|
+ " [ 2.6031e-02, 2.6942e-02, 6.4218e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.9203e-03, -9.0027e-03, 4.6007e-03],\n",
|
|
|
+ " [-1.2173e-02, 3.4991e-04, 7.2332e-03],\n",
|
|
|
+ " [ 3.4157e-03, 3.9219e-03, -8.9780e-03]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 1.2039e-02, 6.2236e-04, -3.4079e-03],\n",
|
|
|
+ " [ 9.3365e-03, 5.1583e-03, 5.8938e-03],\n",
|
|
|
+ " [ 2.4776e-02, 4.7657e-03, 1.6074e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.9679e-03, -1.9803e-02, -1.5689e-02],\n",
|
|
|
+ " [-1.1388e-02, -9.1407e-03, -3.2506e-02],\n",
|
|
|
+ " [-4.9890e-03, -2.6098e-02, -2.9600e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.0059e-02, 1.6075e-02, 1.9449e-02],\n",
|
|
|
+ " [ 1.6439e-02, 1.5791e-02, 2.3181e-02],\n",
|
|
|
+ " [ 5.8082e-03, -1.1078e-02, -1.5140e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.6932e-03, -3.3388e-03, -6.6122e-03],\n",
|
|
|
+ " [ 8.2864e-04, 3.4781e-03, -8.4613e-03],\n",
|
|
|
+ " [ 3.6778e-03, 3.3961e-03, 4.8171e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.5397e-03, -1.6527e-02, -3.8015e-03],\n",
|
|
|
+ " [ 1.4217e-02, 1.5188e-02, 7.7889e-03],\n",
|
|
|
+ " [ 5.4792e-03, 1.4013e-02, -3.4091e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.4707e-03, -2.0883e-02, -1.2109e-02],\n",
|
|
|
+ " [ 5.1630e-03, 8.0970e-03, -8.7103e-03],\n",
|
|
|
+ " [ 1.1161e-02, 6.2294e-03, 8.3588e-03]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 1.0092e-02, 4.5236e-03, -5.7466e-04],\n",
|
|
|
+ " [ 8.7003e-03, 1.2520e-02, -1.4957e-02],\n",
|
|
|
+ " [ 1.7966e-02, 9.1830e-03, -3.5684e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.0438e-03, 8.5961e-05, -3.0548e-03],\n",
|
|
|
+ " [ 1.7927e-03, 1.2553e-03, 1.1254e-02],\n",
|
|
|
+ " [-4.8909e-03, -2.9521e-03, -3.2625e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.1406e-03, 1.6109e-03, -1.9163e-02],\n",
|
|
|
+ " [-6.9513e-03, -8.7525e-03, 8.7680e-04],\n",
|
|
|
+ " [-1.8315e-02, -1.0585e-02, 5.6403e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.1802e-04, 6.4434e-03, 6.8383e-03],\n",
|
|
|
+ " [-1.8858e-03, 1.4368e-02, 1.1177e-02],\n",
|
|
|
+ " [-9.2237e-03, 8.0944e-03, 6.2801e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 8.5058e-03, 1.2761e-02, 8.2939e-03],\n",
|
|
|
+ " [ 7.3859e-03, 1.4164e-02, 2.0221e-02],\n",
|
|
|
+ " [ 1.9221e-03, 5.2507e-03, 1.8139e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.0814e-03, 2.1810e-02, 2.5418e-02],\n",
|
|
|
+ " [-3.9163e-03, -7.4055e-03, 2.5399e-02],\n",
|
|
|
+ " [-2.7668e-02, -1.5392e-03, 2.8663e-02]]]])), ('pretrained_model.layer3.0.bn2.weight', tensor([0.1421, 0.1932, 0.1834, 0.1438, 0.1489, 0.1459, 0.1767, 0.1543, 0.1608,\n",
|
|
|
+ " 0.1485, 0.1691, 0.2225, 0.1686, 0.1656, 0.1528, 0.1891, 0.1699, 0.1839,\n",
|
|
|
+ " 0.1876, 0.1912, 0.1615, 0.1751, 0.1745, 0.1606, 0.1969, 0.1636, 0.1759,\n",
|
|
|
+ " 0.2043, 0.1414, 0.1090, 0.1824, 0.1503, 0.1569, 0.1532, 0.1258, 0.2082,\n",
|
|
|
+ " 0.1648, 0.2352, 0.1881, 0.1691, 0.1270, 0.3092, 0.2505, 0.1624, 0.1690,\n",
|
|
|
+ " 0.1641, 0.1574, 0.1596, 0.1622, 0.2441, 0.1237, 0.1904, 0.1997, 0.1604,\n",
|
|
|
+ " 0.1623, 0.1659, 0.2014, 0.1668, 0.2023, 0.1586, 0.1667, 0.1835, 0.1529,\n",
|
|
|
+ " 0.1450, 0.1991, 0.1495, 0.1617, 0.1443, 0.1621, 0.1879, 0.1788, 0.1656,\n",
|
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|
+ " 0.1063, 0.1299, 0.1867, 0.1924, 0.1803, 0.1779, 0.1405, 0.1884, 0.1581,\n",
|
|
|
+ " 0.2226, 0.1557, 0.1350, 0.1891, 0.3289, 0.2200, 0.1552, 0.1534, 0.1642,\n",
|
|
|
+ " 0.2080, 0.1812, 0.1438, 0.1780, 0.1754, 0.1747, 0.2007, 0.2207, 0.1716,\n",
|
|
|
+ " 0.1939, 0.2311, 0.1827, 0.1879, 0.1144, 0.1808, 0.2213, 0.1619, 0.1199,\n",
|
|
|
+ " 0.2153, 0.2009, 0.2272, 0.1640, 0.1815, 0.1856, 0.2272, 0.1971, 0.1918,\n",
|
|
|
+ " 0.1968, 0.1311, 0.1739, 0.1445, 0.1750, 0.1601, 0.1807, 0.1454, 0.1847,\n",
|
|
|
+ " 0.1856, 0.1799, 0.1603, 0.1405, 0.1801, 0.1903, 0.2535, 0.1890, 0.2141,\n",
|
|
|
+ " 0.2571, 0.1816, 0.1569, 0.1641, 0.1535, 0.1207, 0.1607, 0.1366, 0.1805,\n",
|
|
|
+ " 0.1262, 0.1315, 0.1312, 0.1684, 0.1927, 0.1719, 0.1538, 0.1768, 0.1601,\n",
|
|
|
+ " 0.1844, 0.2049, 0.1571, 0.1922, 0.1708, 0.1464, 0.1957, 0.1932, 0.1496,\n",
|
|
|
+ " 0.1646, 0.1433, 0.1116, 0.1737, 0.1648, 0.2078, 0.1492, 0.1773, 0.1321,\n",
|
|
|
+ " 0.1539, 0.1934, 0.1549, 0.1597, 0.1789, 0.1485, 0.1814, 0.1901, 0.1786,\n",
|
|
|
+ " 0.1413, 0.1464, 0.1668, 0.1815, 0.1929, 0.1725, 0.1990, 0.1873, 0.1540,\n",
|
|
|
+ " 0.1671, 0.2073, 0.1953, 0.1703, 0.1635, 0.1803, 0.1525, 0.1803, 0.1959,\n",
|
|
|
+ " 0.1735, 0.2596, 0.1681, 0.1385, 0.1584, 0.2029, 0.1617, 0.2353, 0.1745,\n",
|
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|
+ " 0.1758, 0.1991, 0.1601, 0.1634, 0.2021, 0.2209, 0.1772, 0.1922, 0.2410,\n",
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+ " 0.2153, 0.1134, 0.1479, 0.1673, 0.1662, 0.1742, 0.2018, 0.1734, 0.2263,\n",
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+ " 0.2119, 0.1679, 0.1926, 0.1956, 0.1205, 0.1615, 0.2459, 0.1941, 0.2417,\n",
|
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+ " 0.1849, 0.1353, 0.1775, 0.1916, 0.1499, 0.2077, 0.2508, 0.1844, 0.1975,\n",
|
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+ " 0.1612, 0.1568, 0.1924, 0.2047, 0.1665, 0.1970, 0.1939, 0.1586, 0.1915,\n",
|
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+ " 0.2136, 0.2036, 0.1480, 0.1871])), ('pretrained_model.layer3.0.bn2.bias', tensor([ 0.0800, -0.0679, -0.0194, 0.1297, -0.0429, 0.0963, 0.0144, 0.1558,\n",
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+ " 0.0108, 0.0207, 0.1225, -0.0882, 0.1396, -0.0607, -0.0419, 0.0614,\n",
|
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+ " 0.0456, -0.0494, 0.1598, 0.0940, 0.2842, 0.1138, -0.0022, 0.1252,\n",
|
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+ " -0.0518, -0.0765, -0.0404, -0.0363, 0.0401, 0.1047, 0.2713, 0.1649,\n",
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|
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|
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+ " -0.0270, 0.0684, -0.0059, 0.0005, -0.0185, -0.0332, 0.1290, 0.1493,\n",
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+ " 0.0170, 0.1743, 0.2042, 0.1539, 0.0413, -0.0222, 0.0952, 0.1771,\n",
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|
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|
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+ " 0.1904, -0.1100, 0.0412, 0.0632, 0.1080, 0.0141, 0.0338, -0.0258,\n",
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+ " 0.0847, 0.0178, -0.0650, 0.0142, -0.0603, 0.0131, -0.0512, 0.1417,\n",
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+ " -0.0704, -0.0954, 0.1462, -0.1034, -0.0342, -0.0237, 0.0429, 0.0839,\n",
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+ " 0.0473, -0.0165, 0.0378, 0.0962, 0.0968, 0.1391, -0.0626, -0.0981,\n",
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+ " 0.0529, 0.1697, 0.0701, 0.1641, 0.0035, 0.0856, -0.0472, -0.0599,\n",
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+ " -0.0064, 0.0839, -0.0122, 0.1121, 0.1282, -0.0021, -0.0128, 0.0455,\n",
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+ " 0.1260, 0.0880, 0.0529, -0.0075, -0.0483, 0.0355, -0.0417, 0.0226,\n",
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+ " -0.0240, 0.1286, 0.0376, 0.1056, -0.0533, -0.0132, 0.0543, -0.0438,\n",
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+ " 0.0234, 0.1707, 0.1606, 0.2397, 0.1103, -0.0464, 0.1488, -0.0445,\n",
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+ " 0.0646, -0.0344, 0.1166, 0.0567, 0.0566, 0.0259, 0.2053, -0.0203,\n",
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+ " 0.1509, 0.0668, 0.0717, 0.0444, 0.2234, 0.1788, -0.0472, 0.0568,\n",
|
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+ " 0.0620, 0.1091, -0.0266, 0.1795, 0.0240, 0.2726, 0.1356, -0.0410,\n",
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+ " 0.1073, 0.1337, -0.0746, 0.0452, 0.0256, -0.0384, 0.1169, -0.1392,\n",
|
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+ " 0.1568, 0.0575, 0.1024, 0.2535, -0.0207, -0.0094, -0.0350, -0.0193,\n",
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+ " -0.0241, -0.0772, 0.0075, -0.0936, -0.0156, 0.1305, 0.0990, -0.0226,\n",
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+ " 0.0405, 0.1858, 0.1348, -0.0660, 0.1003, -0.0497, -0.0840, -0.0375,\n",
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+ " -0.0242, -0.0637, -0.0263, 0.1857, -0.0142, 0.1497, -0.0284, 0.1232,\n",
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+ " -0.0380, 0.0816, -0.0121, 0.0718, -0.0401, -0.0905, 0.0754, -0.0789,\n",
|
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+ " 0.0118, 0.0160, -0.0450, -0.0215, 0.0623, -0.1409, 0.0026, -0.0398])), ('pretrained_model.layer3.0.bn2.running_mean', tensor([ 5.4582e-02, -1.8795e-01, -1.1202e-01, 7.3832e-03, -3.3769e-02,\n",
|
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+ " -9.4274e-02, -4.5480e-02, 9.7157e-02, 1.5736e-02, 1.2238e-02,\n",
|
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+ " 2.9860e-01, -1.8651e-01, 6.2785e-03, 8.8299e-02, 6.1526e-03,\n",
|
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+ " 5.2436e-02, 9.2356e-02, -7.3656e-02, 2.2926e-03, -8.3955e-02,\n",
|
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+ " 1.8891e-02, -1.5409e-01, 8.8201e-03, 6.3064e-02, -1.5861e-01,\n",
|
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+ " -4.7927e-02, -6.2785e-02, 7.3004e-03, 4.7240e-02, 7.9627e-02,\n",
|
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|
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+ " -2.9823e-02, -1.9890e-02, 1.1452e-01, -1.2074e-01, -5.5421e-02,\n",
|
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+ " 5.6881e-03, -1.3177e-01, -4.2894e-02, 6.7756e-03, -2.5838e-02,\n",
|
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+ " 6.9689e-02, -2.5556e-02, 6.9694e-06, 1.6473e-02, -2.1863e-01,\n",
|
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+ " -4.6680e-02, -1.5515e-01, -2.9595e-02, -3.9032e-02, 6.2532e-02,\n",
|
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+ " -8.6396e-02, -9.8901e-02, -1.8212e-03, -1.2506e-01, -9.9307e-02,\n",
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+ " -4.4200e-02, 5.4156e-02, 1.6211e-02, 6.9194e-02, -6.9538e-02,\n",
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+ " -1.6002e-01, -2.6292e-02, -8.5771e-02, 6.3867e-02, -1.1485e-02,\n",
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+ " 4.1457e-02, -5.0882e-02, -1.0998e-01, 3.7668e-02, -3.0306e-02,\n",
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+ " -1.1205e-01, 4.7842e-03, -1.0027e-01, 6.0648e-02, -2.0223e-02,\n",
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|
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|
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|
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|
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|
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|
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+ " -3.7366e-02, -3.2880e-02, 7.4148e-02, -1.3120e-01, -3.0540e-02,\n",
|
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+ " -2.1833e-03])), ('pretrained_model.layer3.0.bn2.running_var', tensor([0.0244, 0.0458, 0.0539, 0.0328, 0.0197, 0.0516, 0.0178, 0.0228, 0.0295,\n",
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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+ " 0.0308, 0.0217, 0.0185, 0.0308, 0.0191, 0.0337, 0.0389, 0.0188, 0.0291,\n",
|
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+ " 0.0387, 0.0326, 0.0255, 0.0222])), ('pretrained_model.layer3.0.bn2.num_batches_tracked', tensor(0)), ('pretrained_model.layer3.0.conv3.weight', tensor([[[[ 0.0018]],\n",
|
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+ "\n",
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+ " 5.6631e-02, 5.4359e-02, -3.5757e-02, 4.3226e-03, -6.1921e-02,\n",
|
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+ " 2.3004e-02, -7.4803e-02, 4.2507e-02, 3.5616e-02, -1.1488e-01,\n",
|
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+ " 9.1607e-03, 8.5935e-02, -2.9924e-02, 9.9389e-02, 4.5239e-02,\n",
|
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+ " 4.2009e-02, -1.4399e-01, 4.7484e-02, -8.6142e-03, -5.7177e-02,\n",
|
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+ " -8.9066e-02, -4.4874e-02, -3.8492e-02, -5.2471e-02, 1.2354e-01,\n",
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+ " -6.4575e-02, -3.7816e-02, -5.3572e-02, -2.2413e-02, 1.9345e-02,\n",
|
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+ " -1.2138e-01, 7.9662e-02, -2.4764e-02, -3.3146e-02, -8.8421e-03,\n",
|
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+ " -5.1448e-02, -2.4157e-02, 7.6447e-03, -3.6638e-02, -1.5077e-01,\n",
|
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+ " -1.1418e-01, -5.6315e-02, -4.2313e-02, -8.2729e-03, 5.1366e-02,\n",
|
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+ " 3.1105e-02, -3.8537e-03, -4.8317e-02, -3.1870e-02, -2.0022e-02,\n",
|
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+ " -3.6291e-04, -7.3766e-03, -1.0897e-01, -4.2893e-02, 1.1558e-02,\n",
|
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+ " 9.2940e-02, -7.8594e-02, -5.8332e-02, -3.9663e-02, 5.9280e-02,\n",
|
|
|
+ " -1.1212e-02])), ('pretrained_model.layer3.1.bn1.running_mean', tensor([-1.2175e-01, -1.3464e-01, -3.6876e-02, -4.7980e-02, -1.0965e-01,\n",
|
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+ " 4.2393e-04, -1.2100e-01, 4.2765e-02, -1.1105e-02, -2.1714e-01,\n",
|
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+ " -1.0890e-01, -1.0862e-01, -1.4181e-01, -8.8077e-02, -8.7558e-02,\n",
|
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+ " 7.8357e-02, -1.5285e-01, 2.0664e-02, 5.8817e-02, -1.0551e-01,\n",
|
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+ " -2.1511e-01, -8.0171e-02, 6.1218e-02, -4.6125e-02, 4.1653e-01,\n",
|
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|
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+ " -9.5177e-02, -5.0088e-02, 1.7304e-02, -2.3690e-02, 8.9507e-02,\n",
|
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+ " 2.1031e-02, -6.3732e-03, 3.5115e-02, 7.4140e-02, 3.9415e-02,\n",
|
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+ " 8.9143e-03, -8.1760e-03, -1.2531e-01, 1.4979e-01, 6.8754e-02,\n",
|
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+ " -2.2757e-02, -3.8128e-02, 6.1466e-02, 1.4223e-01, -1.1082e-01,\n",
|
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+ " 6.1228e-02, -7.8754e-02, -4.0362e-02, -6.2259e-02, 4.1896e-02,\n",
|
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+ " -1.5471e-01, -9.2457e-02, -1.0629e-01, -6.5997e-02, 3.0957e-02,\n",
|
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+ " -2.9659e-02, -1.8338e-02, -3.4837e-01, -2.7009e-01, -1.1283e-01,\n",
|
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+ " -1.0571e-01, -3.1244e-02, 5.5626e-02, -1.9204e-01, -7.3819e-02,\n",
|
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+ " 7.4506e-02, -5.5337e-02, -3.7830e-02, -5.6534e-02, -1.1830e-01,\n",
|
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+ " -5.6428e-02, -1.0665e-01, -7.1757e-02, -6.9898e-02, 8.1028e-03,\n",
|
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+ " -4.6150e-02, 8.1263e-02, -2.4029e-01, -1.2400e-01, -7.9339e-02,\n",
|
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+ " -6.0410e-02, -3.4460e-02, -4.9582e-02, -1.4120e-01, 2.8830e-02,\n",
|
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+ " -1.5302e-02, 9.4323e-03, 2.3049e-02, -8.6305e-02, -5.5316e-02,\n",
|
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+ " -3.1402e-02, -6.3484e-02, -1.6662e-02, 2.8137e-02, -2.2428e-01,\n",
|
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+ " -5.6898e-02, -4.4041e-02, -8.3331e-03, 4.6821e-03, -6.3661e-02,\n",
|
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+ " 5.7197e-02, -2.8898e-01, -7.3370e-02, -1.1844e-02, 1.4479e-02,\n",
|
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+ " 1.8166e-01, -1.6248e-01, -7.3072e-02, -2.4029e-02, -5.9588e-02,\n",
|
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+ " 8.8057e-03, 6.0243e-02, -4.3779e-02, 5.6881e-03, -1.1982e-01,\n",
|
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+ " -1.1621e-01, -4.2138e-02, -1.3219e-01, 1.3500e-01, -1.2031e-01,\n",
|
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+ " -3.0932e-02, -7.7760e-02, -4.0215e-02, -1.8922e-01, -1.0395e-01,\n",
|
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+ " 1.7789e-02, -1.4935e-01, -8.3043e-03, 4.6181e-02, -8.1267e-02,\n",
|
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+ " 1.1680e-01, -1.8714e-01, -1.0345e-01, -1.3860e-01, -3.2544e-02,\n",
|
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+ " -7.3347e-02, -1.2889e-01, -4.8420e-02, 8.1060e-02, 6.4135e-02,\n",
|
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+ " -7.2791e-01, -3.7941e-02, -3.6256e-02, -3.5356e-01, 4.3900e-03,\n",
|
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+ " -1.1720e-01, -4.8610e-02, -7.0323e-02, 1.0026e-01, 7.3716e-03,\n",
|
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+ " -6.0494e-02, -9.1401e-03, -4.5420e-02, 3.5213e-02, -1.6330e-01,\n",
|
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+ " -5.2925e-02, -4.0491e-02, -2.0687e-01, 1.1423e-01, -8.3231e-02,\n",
|
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+ " 2.2030e-02, 1.6268e-05, -2.3792e-01, -4.2481e-03, 1.7060e-01,\n",
|
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+ " -9.9057e-02, -1.0749e-01, 1.0274e-01, -1.4470e-01, -3.0764e-02,\n",
|
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+ " -1.5777e-02, 5.5494e-02, 1.3139e-01, -5.2529e-02, -1.2014e-02,\n",
|
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+ " -4.1651e-02, -4.1636e-02, -2.2379e-02, -1.4930e-01, 3.5868e-03,\n",
|
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+ " 9.2857e-02, 4.7137e-02, 4.2110e-02, -1.2041e-01, -1.6558e-03,\n",
|
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+ " 7.5796e-02, -6.6220e-03, -8.1452e-02, 1.0420e-01, -1.7307e-01,\n",
|
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+ " -1.1930e-01, 6.5614e-02, 1.3141e-02, 3.7632e-02, 2.2682e-02,\n",
|
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+ " 1.2150e-01, 3.6942e-02, -6.8816e-02, 8.5992e-02, 1.4057e-01,\n",
|
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+ " -1.5532e-01, 7.3425e-03, -2.3825e-02, -4.0686e-02, 6.4841e-02,\n",
|
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+ " 4.1420e-02, 5.8968e-02, -3.7453e-02, -7.1636e-02, 1.3774e-01,\n",
|
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+ " -5.8641e-02, -5.6800e-02, -4.4853e-02, 1.4749e-02, -3.4925e-01,\n",
|
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+ " 2.8443e-02, -1.4730e-02, 9.3933e-02, -9.6360e-02, -7.5609e-03,\n",
|
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+ " 1.1392e-01, -6.3128e-01, -9.9243e-02, 2.3791e-02, -1.7183e-02,\n",
|
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+ " -3.6477e-03, -9.4171e-02, -4.2628e-02, -5.1335e-02, -7.1827e-02,\n",
|
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+ " -3.4204e-02, 1.7131e-03, 4.7451e-02, -4.2790e-02, -1.1932e-01,\n",
|
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+ " 9.5512e-03, 2.4458e-02, -1.4540e-01, 6.7772e-02, 7.6086e-02,\n",
|
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|
+ " -5.7821e-02, -9.6718e-02, -5.7133e-02, -7.0074e-02, 7.5917e-02,\n",
|
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+ " 1.2382e-01, 1.9430e-02, 5.7702e-02, -1.1278e-01, 1.5580e-03,\n",
|
|
|
+ " 2.0987e-02])), ('pretrained_model.layer3.1.bn1.running_var', tensor([0.0196, 0.0164, 0.0124, 0.0158, 0.0072, 0.0115, 0.0222, 0.0352, 0.0157,\n",
|
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+ " 0.0155, 0.0223, 0.0059, 0.0227, 0.0103, 0.0162, 0.0129, 0.0223, 0.0134,\n",
|
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+ " 0.0133, 0.0157, 0.0126, 0.0143, 0.0251, 0.0152, 0.0297, 0.0111, 0.0133,\n",
|
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+ " 0.0135, 0.0101, 0.0243, 0.0136, 0.0261, 0.0209, 0.0250, 0.0101, 0.0236,\n",
|
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+ " 0.0168, 0.0171, 0.0210, 0.0211, 0.0172, 0.0200, 0.0146, 0.0235, 0.0136,\n",
|
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+ " 0.0122, 0.0130, 0.0147, 0.0216, 0.0275, 0.0141, 0.0194, 0.0160, 0.0119,\n",
|
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+ " 0.0110, 0.0203, 0.0156, 0.0134, 0.0242, 0.0113, 0.0227, 0.0209, 0.0874,\n",
|
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+ " 0.0179, 0.0169, 0.0097, 0.0130, 0.0298, 0.0088, 0.0157, 0.0096, 0.0116,\n",
|
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|
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+ " 0.0144, 0.0253, 0.0184, 0.0165, 0.0222, 0.0100, 0.0083, 0.0230, 0.0316,\n",
|
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+ " 0.0116, 0.0089, 0.0138, 0.0134, 0.0107, 0.0194, 0.0130, 0.0105, 0.0091,\n",
|
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+ " 0.0124, 0.0256, 0.0118, 0.0093, 0.0137, 0.0106, 0.0114, 0.0326, 0.0221,\n",
|
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|
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|
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+ " 0.0129, 0.0133, 0.0140, 0.0140, 0.0233, 0.0194, 0.0203, 0.0095, 0.0233,\n",
|
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+ " 0.0155, 0.0813, 0.0216, 0.0184, 0.0435, 0.0198, 0.0174, 0.0097, 0.0121,\n",
|
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+ " 0.0081, 0.0134, 0.0281, 0.0126, 0.0180, 0.0109, 0.0140, 0.0122, 0.0110,\n",
|
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+ " 0.0152, 0.0148, 0.0117, 0.0114, 0.0157, 0.0154, 0.0153, 0.0217, 0.0302,\n",
|
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+ " 0.0181, 0.0105, 0.0111, 0.0118, 0.0213, 0.0137, 0.0235, 0.0233, 0.0091,\n",
|
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+ " 0.0105, 0.0127, 0.0143, 0.0149, 0.0129, 0.0156, 0.0175, 0.0180, 0.0119,\n",
|
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+ " 0.0125, 0.0135, 0.0127, 0.0150, 0.0158, 0.0222, 0.0122, 0.0181, 0.0137,\n",
|
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+ " 0.0304, 0.0105, 0.0209, 0.0185, 0.0209, 0.0215, 0.0898, 0.0203, 0.0216,\n",
|
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+ " 0.0218, 0.0193, 0.0235, 0.0178, 0.0128, 0.0211, 0.0141, 0.0190, 0.0088,\n",
|
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+ " 0.0120, 0.0162, 0.0093, 0.0324, 0.0125, 0.0085, 0.0181, 0.0152, 0.0290,\n",
|
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+ " 0.0129, 0.0801, 0.0118, 0.0113, 0.0129, 0.0089, 0.0153, 0.0128, 0.0120,\n",
|
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+ " 0.0125, 0.0129, 0.0073, 0.0147, 0.0139, 0.0118, 0.0109, 0.0175, 0.0104,\n",
|
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|
+ " 0.0101, 0.0111, 0.0114, 0.0239, 0.0089, 0.0128, 0.0149, 0.0128, 0.0097,\n",
|
|
|
+ " 0.0138, 0.0119, 0.0115, 0.0247])), ('pretrained_model.layer3.1.bn1.num_batches_tracked', tensor(0)), ('pretrained_model.layer3.1.conv2.weight', tensor([[[[-6.4488e-03, 4.9459e-03, -6.7920e-03],\n",
|
|
|
+ " [-2.5714e-03, -4.0076e-03, 8.7364e-03],\n",
|
|
|
+ " [ 1.2346e-04, -6.7336e-03, -3.1249e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.7398e-02, 3.5208e-02, 7.4535e-03],\n",
|
|
|
+ " [ 2.7618e-03, 1.5082e-03, -9.4342e-03],\n",
|
|
|
+ " [-1.2707e-02, -2.9921e-02, -1.1407e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.9812e-03, 3.7107e-03, -2.8098e-03],\n",
|
|
|
+ " [-1.5781e-02, -2.7587e-03, -4.5474e-03],\n",
|
|
|
+ " [ 1.1276e-02, 1.1212e-02, 1.1678e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.4709e-02, 6.1852e-03, 3.8528e-03],\n",
|
|
|
+ " [-1.3322e-02, -4.7547e-04, 1.6645e-02],\n",
|
|
|
+ " [ 1.4523e-02, 1.7893e-02, 1.9183e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.4648e-03, 9.6855e-03, 7.5364e-03],\n",
|
|
|
+ " [ 1.6857e-03, 8.0401e-03, 3.2963e-04],\n",
|
|
|
+ " [-1.9085e-03, 4.8538e-03, -9.1060e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.8190e-02, -2.6060e-02, -1.2886e-02],\n",
|
|
|
+ " [-1.3968e-02, -3.6524e-03, 2.1057e-03],\n",
|
|
|
+ " [ 5.0852e-03, 2.7312e-02, 1.8478e-02]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[-7.8120e-03, -4.5045e-03, -4.8618e-03],\n",
|
|
|
+ " [ 9.1012e-03, 5.4572e-03, 1.1865e-03],\n",
|
|
|
+ " [-2.5975e-02, -3.4785e-02, -2.1428e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.0696e-03, 1.3099e-02, -1.1019e-02],\n",
|
|
|
+ " [-1.1174e-02, 1.0379e-02, -8.0546e-03],\n",
|
|
|
+ " [-2.9721e-03, 8.1861e-03, 8.5144e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.4064e-03, -1.4856e-02, -1.2584e-02],\n",
|
|
|
+ " [ 5.6948e-03, 9.7515e-03, -1.2227e-02],\n",
|
|
|
+ " [ 5.1332e-03, 1.9928e-02, 6.5920e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.1385e-03, -2.8949e-02, -9.0633e-03],\n",
|
|
|
+ " [ 1.0461e-02, 1.7493e-03, 3.4384e-03],\n",
|
|
|
+ " [ 1.3945e-02, 2.2548e-02, 1.8707e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 9.0936e-03, 1.1668e-02, 1.0021e-02],\n",
|
|
|
+ " [ 1.4613e-02, 1.2328e-02, 1.7954e-02],\n",
|
|
|
+ " [-5.2674e-03, 5.9674e-03, 8.5170e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.1628e-02, -2.3978e-02, -3.6584e-02],\n",
|
|
|
+ " [-3.2805e-02, -4.5771e-02, -4.9015e-02],\n",
|
|
|
+ " [-4.8321e-02, -8.1465e-02, -6.4789e-02]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[-1.3447e-02, -3.5261e-02, -3.5947e-02],\n",
|
|
|
+ " [ 5.6159e-03, 1.3077e-03, -1.6401e-03],\n",
|
|
|
+ " [ 4.4316e-02, 5.1907e-02, 4.0235e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.3490e-05, 1.8837e-02, 1.0283e-02],\n",
|
|
|
+ " [-9.2933e-03, 8.3066e-03, 1.0238e-02],\n",
|
|
|
+ " [-1.2317e-02, -8.5466e-03, -8.6669e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 8.7895e-03, 3.7180e-03, -3.1364e-03],\n",
|
|
|
+ " [ 4.2821e-03, 7.4071e-03, -1.8846e-03],\n",
|
|
|
+ " [-1.1871e-02, -2.1726e-02, -1.7198e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.5848e-02, 3.5303e-02, 3.7897e-02],\n",
|
|
|
+ " [-1.0342e-02, 2.6708e-03, 9.8834e-03],\n",
|
|
|
+ " [-3.2336e-02, -3.2169e-02, -1.6427e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.8245e-04, 8.7962e-03, 1.2805e-02],\n",
|
|
|
+ " [-1.0196e-02, -1.9955e-03, 2.0556e-03],\n",
|
|
|
+ " [-1.7177e-02, -7.4728e-03, -1.1672e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.8918e-03, -1.7576e-02, -1.8255e-02],\n",
|
|
|
+ " [ 1.0124e-02, -2.4729e-03, -5.7377e-03],\n",
|
|
|
+ " [ 1.1612e-02, -4.7507e-04, 1.0022e-02]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 5.4094e-04, 3.9745e-03, -2.4475e-03],\n",
|
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+ " [ 9.7063e-03, 1.4555e-02, 1.1354e-02],\n",
|
|
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+ " [ 1.3292e-03, 1.7380e-02, 1.6752e-02]],\n",
|
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+ "\n",
|
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+ " [[-4.5943e-03, -2.7793e-03, -1.7422e-03],\n",
|
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+ " [-8.5531e-03, -8.2651e-03, 1.2539e-03],\n",
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+ " [-7.6203e-04, 7.1374e-03, 2.6042e-03]],\n",
|
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+ "\n",
|
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+ " [[ 4.6843e-03, 2.3834e-03, -3.9050e-04],\n",
|
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+ " [ 1.6904e-02, 5.1629e-03, -2.8460e-03],\n",
|
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+ " [ 2.0511e-02, 9.1969e-03, -1.5255e-03]],\n",
|
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+ "\n",
|
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+ " ...,\n",
|
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+ "\n",
|
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+ " [[-1.7838e-02, -7.4709e-03, -1.6306e-02],\n",
|
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+ " [-1.7687e-03, 8.0149e-03, -5.0743e-03],\n",
|
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+ " [-1.2067e-02, -2.4272e-02, -2.8586e-02]],\n",
|
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+ "\n",
|
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|
+ " [[ 2.0258e-02, 7.3826e-03, 4.9536e-03],\n",
|
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+ " [ 2.4247e-03, 1.7224e-02, 3.5084e-03],\n",
|
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+ " [ 5.1902e-03, 1.2994e-02, 1.5962e-03]],\n",
|
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+ "\n",
|
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+ " [[ 1.0311e-03, -1.3425e-03, 5.4795e-03],\n",
|
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+ " [-1.9914e-02, -1.4388e-02, -6.9036e-03],\n",
|
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+ " [ 7.6863e-03, 3.0148e-03, -1.4506e-02]]],\n",
|
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+ "\n",
|
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|
+ "\n",
|
|
|
+ " [[[ 9.9574e-03, 1.7552e-03, 5.4933e-03],\n",
|
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+ " [-1.4227e-02, 2.4590e-03, -8.3008e-03],\n",
|
|
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+ " [ 4.4071e-03, 3.3883e-03, 5.2760e-03]],\n",
|
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+ "\n",
|
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|
+ " [[ 4.8845e-03, 4.7015e-03, 2.3634e-03],\n",
|
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+ " [-5.6175e-03, -2.2257e-02, -4.2561e-03],\n",
|
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+ " [ 1.6401e-02, -4.5747e-03, 1.1884e-02]],\n",
|
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+ "\n",
|
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+ " [[-1.1264e-02, -7.1716e-03, -8.0250e-04],\n",
|
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+ " [-4.7196e-03, -1.5128e-02, 2.0174e-03],\n",
|
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+ " [ 9.2146e-03, 8.2989e-03, 1.1737e-02]],\n",
|
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+ "\n",
|
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+ " ...,\n",
|
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+ "\n",
|
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|
+ " [[ 1.0792e-02, 2.6631e-03, 1.4120e-02],\n",
|
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+ " [ 1.6159e-02, -2.8319e-03, 4.4582e-03],\n",
|
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|
+ " [ 1.2572e-02, 8.1029e-03, 1.1599e-02]],\n",
|
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+ "\n",
|
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|
+ " [[-1.2300e-02, -1.6465e-02, -2.2472e-02],\n",
|
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|
+ " [-7.8383e-03, -5.9581e-03, -9.4469e-03],\n",
|
|
|
+ " [-2.9012e-03, -2.1318e-02, -9.8390e-03]],\n",
|
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+ "\n",
|
|
|
+ " [[ 4.7225e-03, 1.5399e-02, 1.3405e-02],\n",
|
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|
+ " [ 1.0541e-02, 2.6206e-02, 1.3642e-02],\n",
|
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|
+ " [-1.1752e-02, -9.7531e-04, -1.4528e-02]]],\n",
|
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+ "\n",
|
|
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+ "\n",
|
|
|
+ " [[[-2.9930e-04, 2.1970e-03, 1.8699e-03],\n",
|
|
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+ " [-9.3808e-03, 2.1978e-02, 8.5920e-03],\n",
|
|
|
+ " [-9.3981e-03, 1.1670e-02, -9.3218e-03]],\n",
|
|
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+ "\n",
|
|
|
+ " [[ 8.7588e-03, 3.1755e-03, -9.7515e-04],\n",
|
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+ " [ 3.7908e-02, 4.6116e-03, -1.7731e-02],\n",
|
|
|
+ " [ 2.5673e-02, 1.1107e-03, -2.4445e-03]],\n",
|
|
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+ "\n",
|
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+ " [[-3.0950e-03, -1.4194e-02, -5.6576e-03],\n",
|
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+ " [-9.9668e-03, -9.2302e-03, 1.0715e-02],\n",
|
|
|
+ " [ 1.8230e-03, 2.8947e-03, 1.9296e-02]],\n",
|
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+ "\n",
|
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+ " ...,\n",
|
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+ "\n",
|
|
|
+ " [[ 1.1765e-02, -1.7506e-02, -1.9129e-02],\n",
|
|
|
+ " [ 5.5315e-02, -9.4018e-03, -4.2725e-02],\n",
|
|
|
+ " [ 2.8330e-02, -1.1687e-02, -3.0888e-02]],\n",
|
|
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+ "\n",
|
|
|
+ " [[-1.7910e-03, 7.4535e-03, 1.7591e-02],\n",
|
|
|
+ " [ 1.7147e-03, 5.6017e-03, 2.2394e-02],\n",
|
|
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+ " [-9.4235e-03, 6.1880e-03, 1.6254e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.7892e-03, -9.7737e-03, -1.7086e-02],\n",
|
|
|
+ " [ 1.4876e-02, 2.4201e-03, -1.2594e-02],\n",
|
|
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+ " [ 1.3544e-02, -8.2509e-03, -4.3070e-03]]]])), ('pretrained_model.layer3.1.bn2.weight', tensor([0.1681, 0.2043, 0.1904, 0.1538, 0.1883, 0.1611, 0.1893, 0.1791, 0.2237,\n",
|
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+ " 0.1755, 0.1446, 0.3514, 0.1135, 0.1460, 0.2295, 0.2077, 0.1660, 0.1617,\n",
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+ " 0.1230, 0.1190, 0.1390, 0.2321, 0.1631, 0.1878, 0.1863, 0.1808, 0.1549,\n",
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+ " 0.1442, 0.1069, 0.2181, 0.1355, 0.2692, 0.2846, 0.1620, 0.1794, 0.1758,\n",
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+ " 0.1528, 0.1894, 0.1727, 0.2205, 0.1819, 0.1952, 0.2591, 0.2212, 0.2237,\n",
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+ " 0.2420, 0.1300, 0.2294, 0.1187, 0.1242, 0.1622, 0.2032, 0.1323, 0.1910,\n",
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+ " 0.1526, 0.1945, 0.1328, 0.1501, 0.1883, 0.1756, 0.1616, 0.2132, 0.2477,\n",
|
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+ " 0.1187, 0.2687, 0.1713, 0.1964])), ('pretrained_model.layer3.1.bn2.bias', tensor([-0.0836, -0.0465, -0.0438, -0.0393, -0.0975, 0.1150, -0.1078, -0.0922,\n",
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+ " -0.0979, -0.0698, 0.0173, -0.1294, -0.0573, -0.1244, -0.0606, -0.0411,\n",
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+ " 0.0887, -0.0860, -0.1084, -0.0596, -0.0899, -0.0660, -0.1035, -0.1030,\n",
|
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+ " 0.0251, -0.0253, -0.0397, -0.0051, -0.0999, 0.0830, -0.0085, -0.0044,\n",
|
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+ " -0.0849, -0.0327, -0.0882, -0.1392, 0.0213, -0.1995, -0.1325, -0.1038])), ('pretrained_model.layer3.1.bn2.running_mean', tensor([ 1.7165e-01, -1.0428e-01, -8.8727e-03, -4.1204e-02, 7.1586e-03,\n",
|
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+ " 1.3151e-01, -9.1335e-02, 4.9985e-01, -1.1983e-01, -1.0972e-02,\n",
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+ " 1.1991e-02, 1.0272e-01, 1.0785e-01, -6.1742e-02, -1.3297e-01,\n",
|
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+ " 5.5100e-02, 1.1159e-01, -8.6415e-02, -9.0435e-03, -2.2232e-01,\n",
|
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+ " 4.9337e-02, 1.9741e-02, -7.8093e-02, -9.0465e-02, -5.4904e-02,\n",
|
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+ " 5.9840e-02, -1.1201e-01, 4.2602e-02, 9.3057e-02, -7.7230e-01,\n",
|
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+ " 1.6799e-01, 3.0912e-02, -1.9953e-02, -3.9762e-03, 1.7162e-01,\n",
|
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+ " 2.1037e-01, 2.0745e-02, -1.2686e-01, -2.5226e-01, -2.6669e-04,\n",
|
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+ " -1.0797e-01, -8.1415e-02, 1.8134e-03, -9.4901e-02, -2.9595e-02,\n",
|
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+ " 6.3540e-02, -1.9104e-02, -2.5031e-03, -5.6162e-02, 5.0156e-02,\n",
|
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+ " 1.1735e-01, -1.0279e-01, 6.2472e-02, -1.3077e-01, -8.2106e-02,\n",
|
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+ " -4.2029e-01, -5.0900e-02, -8.7375e-02, 7.1770e-02, 1.8007e-02,\n",
|
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+ " -1.0590e-01, -2.9060e-02, 4.4960e-02, 3.7329e-02, -1.5201e-01,\n",
|
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+ " -8.1670e-02, 2.0483e-02, 1.1867e-01, 5.7765e-02, -8.7763e-02,\n",
|
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+ " -3.2886e-02, -3.5287e-02, -4.2497e-02, -4.2942e-03, -2.5978e-03,\n",
|
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+ " 7.5316e-03, 1.0982e-01, 1.9264e-01, 3.5367e-02, 2.2644e-01,\n",
|
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+ " -4.5391e-03, 1.5215e-01, -2.3690e-02, -1.1459e-01, -1.2156e-01,\n",
|
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+ " -9.9582e-02, 2.5566e-01, -1.1092e-01, -6.3886e-02, -5.5539e-02,\n",
|
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+ " 1.6921e-02, 2.2352e-01, -8.4063e-03, 6.7673e-02, -4.7941e-02,\n",
|
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|
+ " 1.1530e-01, -7.5626e-02, -9.1757e-02, 1.5400e-02, 2.8028e-02,\n",
|
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+ " 1.0494e-01, -6.1014e-02, -4.1956e-02, -1.6357e-02, -6.7088e-02,\n",
|
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+ " -5.1025e-02, -1.0495e-01, -1.3856e-01, 9.1652e-02, 3.6206e-02,\n",
|
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+ " 1.2513e-02, -8.5966e-02, -1.3736e-01, -8.8427e-02, 8.0441e-02,\n",
|
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+ " -1.9316e-02, 5.3282e-01, -4.1873e-01, 4.2585e-02, 3.8562e-02,\n",
|
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+ " -2.0333e-02, -4.8241e-02, 2.6796e-02, -1.1138e-01, -2.0313e-01,\n",
|
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+ " -9.5912e-02, -5.1088e-02, -2.5949e-02, -1.7608e-01, -3.2473e-02,\n",
|
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+ " -4.6136e-02, -6.4030e-02, 5.0775e-02, -5.9225e-02, -1.0056e-01,\n",
|
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+ " -8.2802e-02, 5.2282e-02, -2.0182e-01, 1.5904e-01, -2.4265e-01,\n",
|
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|
+ " 2.9679e-02, 4.7763e-01, 1.7561e-02, -5.9793e-02, 1.1728e-01,\n",
|
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|
+ " 9.0171e-02, -1.1981e-01, -2.1576e-01, -1.1556e-01, -1.7417e-01,\n",
|
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|
+ " 5.1300e-02, 5.2349e-03, 1.4784e-02, 3.3835e-02, 1.7120e-01,\n",
|
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+ " 5.2595e-03, -1.4579e-01, -1.5307e-01, -5.6553e-02, -2.2299e-01,\n",
|
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+ " -3.4979e-02, -1.4663e-01, -4.7092e-02, -3.8042e-02, -1.4279e-01,\n",
|
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+ " -0.0862, -0.1203, -0.0140, -0.0842, -0.0729, -0.1006, 0.0463, -0.0684,\n",
|
|
|
+ " -0.1884, -0.1439, -0.0579, -0.0069, -0.0145, -0.1550, -0.1447, -0.0405,\n",
|
|
|
+ " 0.0879, -0.0047, -0.0276, 0.0264, -0.0395, 0.0342, -0.1238, -0.0260,\n",
|
|
|
+ " 0.0383, -0.0952, 0.0361, -0.0755, -0.0419, 0.0230, -0.0734, -0.1435,\n",
|
|
|
+ " 0.0546, 0.0015, -0.0850, -0.0992, -0.1369, -0.1178, 0.0051, 0.0240,\n",
|
|
|
+ " -0.1053, 0.1136, -0.0951, -0.0619, -0.0530, -0.0390, -0.1084, -0.0221,\n",
|
|
|
+ " -0.0280, 0.0414, 0.1056, -0.0488, -0.0477, -0.1264, 0.0018, -0.2854,\n",
|
|
|
+ " -0.0328, -0.0462, -0.0299, -0.1062, -0.0159, -0.0517, -0.0780, -0.0065,\n",
|
|
|
+ " -0.0310, 0.0249, 0.0361, 0.0453, -0.1126, 0.0488, -0.1347, 0.0460,\n",
|
|
|
+ " -0.0223, -0.0579, 0.0251, -0.0747, -0.0353, -0.0315, -0.1141, -0.0771,\n",
|
|
|
+ " -0.0150, -0.1229, -0.0619, -0.1400, -0.1389, -0.0624, -0.0884, -0.0891,\n",
|
|
|
+ " -0.0046, -0.1963, -0.0120, 0.0574, -0.0265, -0.0761, -0.0358, -0.1197,\n",
|
|
|
+ " 0.0182, 0.0820, -0.0905, -0.0276, -0.0863, 0.0961, 0.0771, -0.0070,\n",
|
|
|
+ " -0.0538, -0.0420, 0.0191, -0.0087, -0.0349, -0.0124, 0.0148, -0.0773,\n",
|
|
|
+ " -0.0562, -0.0638, -0.0621, -0.0109, 0.0138, -0.0812, -0.0394, -0.0570,\n",
|
|
|
+ " -0.0735, 0.0049, -0.0454, -0.0809, -0.0509, -0.0994, -0.0011, -0.1059,\n",
|
|
|
+ " -0.0738, -0.0053, -0.0507, -0.0951, -0.1162, 0.0270, -0.0020, -0.0174,\n",
|
|
|
+ " 0.0134, -0.1191, -0.0075, -0.1261, -0.0758, -0.0184, -0.0986, -0.0386,\n",
|
|
|
+ " 0.0160, -0.1458, -0.0835, -0.0437, -0.1592, -0.1262, -0.0490, -0.1582,\n",
|
|
|
+ " -0.0093, 0.0392, 0.0393, -0.0251, -0.1169, 0.0072, 0.0085, -0.0181,\n",
|
|
|
+ " -0.0188, -0.0904, 0.0527, -0.0239, -0.0678, -0.0517, -0.0998, -0.0061,\n",
|
|
|
+ " -0.0429, 0.0005, -0.1098, -0.0484, -0.0762, -0.1056, -0.0803, -0.0964,\n",
|
|
|
+ " -0.0972, -0.0179, -0.0914, -0.0266, -0.1549, 0.0752, 0.0457, -0.1473,\n",
|
|
|
+ " -0.0833, 0.0205, 0.0152, -0.0965, -0.0369, -0.0739, -0.0465, -0.0227,\n",
|
|
|
+ " -0.1312, 0.0095, -0.1467, -0.0083, -0.1151, -0.0017, -0.0615, -0.0665,\n",
|
|
|
+ " -0.1550, 0.0031, -0.1179, 0.0319, -0.0465, -0.0426, 0.0311, -0.0148,\n",
|
|
|
+ " 0.1092, -0.0532, -0.0349, -0.0239, -0.0717, 0.0408, 0.0284, -0.1227,\n",
|
|
|
+ " 0.0401, -0.0480, -0.0888, 0.0516, -0.0755, -0.1184, -0.0771, -0.0863,\n",
|
|
|
+ " -0.0051, -0.1087, -0.0609, -0.0908, -0.1306, 0.0342, -0.0006, -0.1048,\n",
|
|
|
+ " -0.0351, 0.0917, -0.0882, -0.0710, 0.0748, -0.0718, -0.0148, -0.0790])), ('pretrained_model.layer3.2.bn1.running_mean', tensor([-0.0238, 0.0638, -0.0049, -0.0214, -0.0749, -0.0626, -0.0239, -0.0659,\n",
|
|
|
+ " -0.0347, -0.0820, 0.0257, -0.0674, -0.0983, -0.0895, -0.0461, -0.0734,\n",
|
|
|
+ " -0.1225, -0.0730, -0.0804, -0.1363, -0.0292, -0.0955, -0.0716, -0.0304,\n",
|
|
|
+ " -0.1714, -0.0410, -0.0780, -0.0932, -0.0467, -0.1137, -0.0194, -0.0235,\n",
|
|
|
+ " -0.0263, -0.1033, -0.0945, -0.0330, -0.0276, -0.0288, 0.0826, 0.0319,\n",
|
|
|
+ " -0.1034, -0.0827, -0.0036, -0.0094, -0.0647, -0.0726, -0.0067, 0.0453,\n",
|
|
|
+ " -0.0791, 0.0021, -0.0631, -0.1055, -0.0006, -0.0118, 0.0618, 0.0096,\n",
|
|
|
+ " -0.0370, -0.0279, 0.0040, -0.0536, 0.0558, 0.0115, -0.0053, 0.0512,\n",
|
|
|
+ " -0.0173, -0.0489, -0.0960, -0.0417, -0.0311, -0.0800, -0.0070, -0.0244,\n",
|
|
|
+ " 0.0407, -0.0395, -0.0746, -0.0521, -0.0846, -0.0341, -0.0687, -0.0660,\n",
|
|
|
+ " -0.0972, 0.0799, -0.0486, -0.0217, -0.0304, -0.0665, -0.0480, 0.0127,\n",
|
|
|
+ " -0.0211, -0.0277, -0.0979, -0.0335, -0.0044, -0.0497, -0.0945, 0.0081,\n",
|
|
|
+ " -0.0952, -0.0543, 0.0178, -0.0923, -0.0465, -0.0872, -0.0047, -0.0219,\n",
|
|
|
+ " 0.0498, 0.0589, -0.0205, -0.1676, -0.0693, 0.0326, -0.1242, -0.0570,\n",
|
|
|
+ " -0.0295, 0.0456, -0.0031, 0.0147, -0.0308, -0.1296, -0.0497, -0.0529,\n",
|
|
|
+ " -0.0307, 0.0062, -0.1780, -0.0380, -0.1386, -0.1054, -0.1543, -0.0130,\n",
|
|
|
+ " 0.0456, -0.0243, 0.0124, -0.0556, 0.0225, 0.0273, 0.0153, 0.0509,\n",
|
|
|
+ " -0.0580, -0.0937, -0.0183, -0.0220, -0.0461, -0.0763, 0.0084, 0.0192,\n",
|
|
|
+ " 0.0091, -0.0875, -0.0147, 0.0409, 0.0571, -0.0087, -0.0985, 0.0294,\n",
|
|
|
+ " -0.0122, -0.0659, -0.0538, 0.0046, -0.0276, 0.0191, -0.0452, -0.0469,\n",
|
|
|
+ " -0.0114, -0.0856, -0.0312, -0.0093, 0.0468, -0.0024, -0.0242, 0.0041,\n",
|
|
|
+ " 0.0134, -0.1557, -0.0040, -0.0250, -0.1539, 0.0408, -0.0154, -0.0374,\n",
|
|
|
+ " -0.1901, 0.0142, 0.0167, -0.1461, -0.0514, -0.0730, -0.0406, -0.0710,\n",
|
|
|
+ " -0.0077, -0.0296, -0.0942, -0.0217, -0.0128, -0.0631, -0.1154, 0.0006,\n",
|
|
|
+ " 0.0411, -0.1164, -0.0551, -0.0174, 0.0589, -0.0875, 0.0055, 0.0182,\n",
|
|
|
+ " -0.0230, -0.1258, -0.1209, -0.0851, 0.0088, -0.0641, -0.0306, -0.1045,\n",
|
|
|
+ " -0.1058, -0.0720, -0.1052, -0.1233, 0.0177, -0.0567, -0.0403, -0.0798,\n",
|
|
|
+ " 0.0271, -0.0836, -0.0754, -0.0887, -0.0643, 0.0150, 0.0265, -0.0205,\n",
|
|
|
+ " 0.0347, 0.0263, -0.0082, 0.0151, -0.0046, -0.0382, -0.0102, -0.0710,\n",
|
|
|
+ " -0.1163, 0.0290, 0.1198, -0.1086, -0.0456, -0.0632, -0.1151, -0.0470,\n",
|
|
|
+ " -0.0724, -0.0869, 0.0492, 0.0014, -0.0453, -0.0500, -0.0989, -0.0215,\n",
|
|
|
+ " -0.0544, -0.0318, -0.0055, -0.0949, -0.1612, -0.0599, -0.0436, 0.0297])), ('pretrained_model.layer3.2.bn1.running_var', tensor([0.0133, 0.0078, 0.0122, 0.0164, 0.0108, 0.0064, 0.0120, 0.0129, 0.0103,\n",
|
|
|
+ " 0.0091, 0.0085, 0.0101, 0.0132, 0.0090, 0.0198, 0.0110, 0.0148, 0.0086,\n",
|
|
|
+ " 0.0103, 0.0083, 0.0066, 0.0112, 0.0121, 0.0063, 0.0146, 0.0106, 0.0122,\n",
|
|
|
+ " 0.0135, 0.0133, 0.0090, 0.0057, 0.0089, 0.0107, 0.0116, 0.0146, 0.0107,\n",
|
|
|
+ " 0.0151, 0.0147, 0.0086, 0.0150, 0.0246, 0.0232, 0.0136, 0.0070, 0.0088,\n",
|
|
|
+ " 0.0165, 0.0105, 0.0073, 0.0104, 0.0102, 0.0112, 0.0119, 0.0067, 0.0186,\n",
|
|
|
+ " 0.0125, 0.0182, 0.0061, 0.0121, 0.0113, 0.0077, 0.0150, 0.0143, 0.0106,\n",
|
|
|
+ " 0.0178, 0.0218, 0.0132, 0.0117, 0.0118, 0.0099, 0.0105, 0.0189, 0.0147,\n",
|
|
|
+ " 0.0142, 0.0103, 0.0107, 0.0057, 0.0091, 0.0116, 0.0145, 0.0122, 0.0129,\n",
|
|
|
+ " 0.0170, 0.0297, 0.0122, 0.0064, 0.0223, 0.0093, 0.0138, 0.0147, 0.0209,\n",
|
|
|
+ " 0.0151, 0.0088, 0.0132, 0.0092, 0.0064, 0.0053, 0.0082, 0.0076, 0.0085,\n",
|
|
|
+ " 0.0124, 0.0089, 0.0079, 0.0102, 0.0088, 0.0173, 0.0156, 0.0147, 0.0135,\n",
|
|
|
+ " 0.0107, 0.0120, 0.0127, 0.0088, 0.0132, 0.0094, 0.0093, 0.0096, 0.0111,\n",
|
|
|
+ " 0.0103, 0.0161, 0.0119, 0.0131, 0.0144, 0.0145, 0.0137, 0.0120, 0.0105,\n",
|
|
|
+ " 0.0126, 0.0078, 0.0072, 0.0078, 0.0080, 0.0143, 0.0158, 0.0085, 0.0065,\n",
|
|
|
+ " 0.0112, 0.0078, 0.0100, 0.0091, 0.0145, 0.0116, 0.0119, 0.0116, 0.0070,\n",
|
|
|
+ " 0.0126, 0.0086, 0.0077, 0.0106, 0.0089, 0.0148, 0.0139, 0.0121, 0.0098,\n",
|
|
|
+ " 0.0093, 0.0123, 0.0080, 0.0123, 0.0130, 0.0097, 0.0081, 0.0136, 0.0084,\n",
|
|
|
+ " 0.0058, 0.0081, 0.0063, 0.0130, 0.0112, 0.0106, 0.0135, 0.0135, 0.0110,\n",
|
|
|
+ " 0.0114, 0.0097, 0.0168, 0.0158, 0.0100, 0.0101, 0.0083, 0.0111, 0.0107,\n",
|
|
|
+ " 0.0096, 0.0071, 0.0109, 0.0086, 0.0154, 0.0089, 0.0121, 0.0086, 0.0070,\n",
|
|
|
+ " 0.0061, 0.0103, 0.0152, 0.0090, 0.0106, 0.0078, 0.0094, 0.0105, 0.0102,\n",
|
|
|
+ " 0.0265, 0.0180, 0.0051, 0.0098, 0.0135, 0.0088, 0.0085, 0.0107, 0.0095,\n",
|
|
|
+ " 0.0120, 0.0078, 0.0102, 0.0192, 0.0075, 0.0076, 0.0087, 0.0057, 0.0053,\n",
|
|
|
+ " 0.0106, 0.0128, 0.0066, 0.0151, 0.0119, 0.0096, 0.0134, 0.0141, 0.0201,\n",
|
|
|
+ " 0.0134, 0.0126, 0.0105, 0.0136, 0.0077, 0.0098, 0.0098, 0.0188, 0.0131,\n",
|
|
|
+ " 0.0133, 0.0153, 0.0079, 0.0116, 0.0104, 0.0138, 0.0088, 0.0102, 0.0189,\n",
|
|
|
+ " 0.0160, 0.0128, 0.0175, 0.0094, 0.0126, 0.0139, 0.0123, 0.0107, 0.0121,\n",
|
|
|
+ " 0.0270, 0.0091, 0.0089, 0.0129])), ('pretrained_model.layer3.2.bn1.num_batches_tracked', tensor(0)), ('pretrained_model.layer3.2.conv2.weight', tensor([[[[-0.0072, -0.0195, -0.0058],\n",
|
|
|
+ " [ 0.0010, 0.0141, 0.0007],\n",
|
|
|
+ " [ 0.0130, 0.0193, 0.0202]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0044, 0.0028, -0.0012],\n",
|
|
|
+ " [ 0.0063, 0.0193, 0.0089],\n",
|
|
|
+ " [-0.0032, 0.0081, -0.0016]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0103, 0.0170, 0.0123],\n",
|
|
|
+ " [-0.0230, -0.0317, -0.0120],\n",
|
|
|
+ " [ 0.0191, 0.0370, 0.0174]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0329, -0.0224, -0.0177],\n",
|
|
|
+ " [-0.0240, -0.0079, 0.0156],\n",
|
|
|
+ " [ 0.0004, 0.0389, 0.0139]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0140, 0.0223, 0.0244],\n",
|
|
|
+ " [ 0.0008, -0.0007, 0.0229],\n",
|
|
|
+ " [-0.0100, -0.0184, 0.0154]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0642, 0.0280, -0.0508],\n",
|
|
|
+ " [ 0.0920, 0.0059, -0.0933],\n",
|
|
|
+ " [ 0.0771, -0.0016, -0.0700]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 0.0016, -0.0013, -0.0078],\n",
|
|
|
+ " [ 0.0064, 0.0342, 0.0049],\n",
|
|
|
+ " [-0.0059, -0.0023, -0.0070]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0029, 0.0042, 0.0110],\n",
|
|
|
+ " [-0.0198, -0.0042, -0.0116],\n",
|
|
|
+ " [-0.0138, -0.0185, -0.0143]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0077, -0.0018, 0.0042],\n",
|
|
|
+ " [-0.0041, -0.0016, 0.0116],\n",
|
|
|
+ " [ 0.0007, 0.0067, 0.0169]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0084, -0.0122, -0.0004],\n",
|
|
|
+ " [-0.0146, -0.0058, -0.0030],\n",
|
|
|
+ " [-0.0260, -0.0190, -0.0129]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0139, 0.0117, 0.0140],\n",
|
|
|
+ " [ 0.0369, 0.0100, 0.0291],\n",
|
|
|
+ " [ 0.0232, 0.0226, 0.0128]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0235, 0.0040, -0.0117],\n",
|
|
|
+ " [ 0.0134, 0.0034, -0.0201],\n",
|
|
|
+ " [ 0.0269, 0.0086, -0.0191]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 0.0082, -0.0048, -0.0079],\n",
|
|
|
+ " [ 0.0086, -0.0044, 0.0103],\n",
|
|
|
+ " [ 0.0072, 0.0021, 0.0197]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0124, -0.0186, -0.0148],\n",
|
|
|
+ " [-0.0080, -0.0092, -0.0086],\n",
|
|
|
+ " [ 0.0032, 0.0019, -0.0090]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0050, -0.0114, -0.0017],\n",
|
|
|
+ " [-0.0005, -0.0050, 0.0047],\n",
|
|
|
+ " [-0.0152, -0.0103, -0.0022]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0166, 0.0284, -0.0013],\n",
|
|
|
+ " [-0.0035, 0.0059, -0.0020],\n",
|
|
|
+ " [-0.0352, -0.0188, 0.0115]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0053, -0.0071, -0.0088],\n",
|
|
|
+ " [-0.0098, -0.0042, -0.0048],\n",
|
|
|
+ " [-0.0006, -0.0007, 0.0102]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0063, -0.0050, -0.0113],\n",
|
|
|
+ " [-0.0146, -0.0006, 0.0050],\n",
|
|
|
+ " [-0.0006, 0.0024, 0.0143]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 0.0098, -0.0117, 0.0004],\n",
|
|
|
+ " [ 0.0060, -0.0297, 0.0085],\n",
|
|
|
+ " [ 0.0094, -0.0022, 0.0079]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0042, 0.0042, 0.0046],\n",
|
|
|
+ " [ 0.0161, 0.0087, 0.0149],\n",
|
|
|
+ " [-0.0050, -0.0044, -0.0056]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0067, -0.0112, 0.0022],\n",
|
|
|
+ " [ 0.0050, -0.0201, -0.0057],\n",
|
|
|
+ " [-0.0017, -0.0079, -0.0143]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0005, -0.0334, 0.0038],\n",
|
|
|
+ " [-0.0029, -0.0139, 0.0090],\n",
|
|
|
+ " [ 0.0026, -0.0121, 0.0024]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0114, -0.0307, -0.0032],\n",
|
|
|
+ " [-0.0049, -0.0309, -0.0049],\n",
|
|
|
+ " [ 0.0172, -0.0120, 0.0070]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0055, 0.0012, 0.0111],\n",
|
|
|
+ " [-0.0110, -0.0058, 0.0158],\n",
|
|
|
+ " [-0.0006, -0.0059, 0.0022]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 0.0236, 0.0213, 0.0277],\n",
|
|
|
+ " [ 0.0341, 0.0174, 0.0132],\n",
|
|
|
+ " [ 0.0063, 0.0080, -0.0132]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0278, -0.0204, 0.0090],\n",
|
|
|
+ " [-0.0365, -0.0399, 0.0226],\n",
|
|
|
+ " [-0.0273, -0.0473, -0.0170]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0080, -0.0007, 0.0024],\n",
|
|
|
+ " [-0.0118, -0.0096, 0.0205],\n",
|
|
|
+ " [-0.0098, -0.0127, -0.0019]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0128, -0.0095, -0.0076],\n",
|
|
|
+ " [-0.0094, -0.0031, 0.0061],\n",
|
|
|
+ " [-0.0062, -0.0043, 0.0263]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0025, -0.0054, -0.0214],\n",
|
|
|
+ " [ 0.0067, 0.0029, -0.0104],\n",
|
|
|
+ " [-0.0023, -0.0107, -0.0073]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0035, -0.0018, 0.0049],\n",
|
|
|
+ " [ 0.0041, -0.0022, 0.0045],\n",
|
|
|
+ " [ 0.0099, -0.0053, -0.0086]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[-0.0042, -0.0133, -0.0083],\n",
|
|
|
+ " [ 0.0021, -0.0363, -0.0024],\n",
|
|
|
+ " [ 0.0100, -0.0137, 0.0042]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0265, -0.0159, -0.0148],\n",
|
|
|
+ " [-0.0287, -0.0217, -0.0250],\n",
|
|
|
+ " [-0.0244, -0.0204, -0.0267]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0167, -0.0028, 0.0039],\n",
|
|
|
+ " [-0.0177, -0.0052, 0.0104],\n",
|
|
|
+ " [-0.0228, -0.0061, 0.0083]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0048, 0.0133, -0.0100],\n",
|
|
|
+ " [-0.0124, -0.0033, -0.0174],\n",
|
|
|
+ " [-0.0206, -0.0239, 0.0040]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0096, 0.0099, -0.0143],\n",
|
|
|
+ " [-0.0329, 0.0096, -0.0183],\n",
|
|
|
+ " [-0.0347, -0.0061, -0.0141]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0134, -0.0039, 0.0029],\n",
|
|
|
+ " [-0.0175, -0.0233, 0.0084],\n",
|
|
|
+ " [-0.0076, -0.0042, 0.0252]]]])), ('pretrained_model.layer3.2.bn2.weight', tensor([0.1338, 0.1932, 0.1959, 0.1724, 0.2084, 0.2090, 0.1505, 0.1883, 0.1155,\n",
|
|
|
+ " 0.1734, 0.1647, 0.1752, 0.1939, 0.1070, 0.1759, 0.1787, 0.2021, 0.2705,\n",
|
|
|
+ " 0.2052, 0.1365, 0.2151, 0.2148, 0.1280, 0.1294, 0.1676, 0.2409, 0.1582,\n",
|
|
|
+ " 0.1815, 0.1028, 0.2139, 0.1753, 0.2292, 0.2040, 0.2446, 0.1906, 0.1913,\n",
|
|
|
+ " 0.2128, 0.1386, 0.1484, 0.2195, 0.1745, 0.1693, 0.1633, 0.1829, 0.1966,\n",
|
|
|
+ " 0.1781, 0.2127, 0.2056, 0.1936, 0.1417, 0.1320, 0.2104, 0.1716, 0.1687,\n",
|
|
|
+ " 0.1868, 0.2057, 0.1902, 0.2311, 0.2097, 0.1074, 0.2179, 0.1816, 0.1412,\n",
|
|
|
+ " 0.1395, 0.1372, 0.1565, 0.2395, 0.1759, 0.1704, 0.1855, 0.1951, 0.1583,\n",
|
|
|
+ " 0.1258, 0.1845, 0.1970, 0.1716, 0.2252, 0.2119, 0.1777, 0.2192, 0.1319,\n",
|
|
|
+ " 0.1309, 0.1994, 0.1792, 0.1657, 0.1479, 0.1859, 0.1813, 0.1927, 0.1704,\n",
|
|
|
+ " 0.1956, 0.2082, 0.1934, 0.1864, 0.1544, 0.1950, 0.2001, 0.2346, 0.1430,\n",
|
|
|
+ " 0.1954, 0.1825, 0.2258, 0.1664, 0.2065, 0.1770, 0.2169, 0.1702, 0.2202,\n",
|
|
|
+ " 0.1675, 0.2116, 0.1997, 0.1806, 0.1776, 0.1742, 0.1353, 0.1038, 0.2285,\n",
|
|
|
+ " 0.2113, 0.1336, 0.2107, 0.2160, 0.2031, 0.1550, 0.1617, 0.1839, 0.1244,\n",
|
|
|
+ " 0.2072, 0.1518, 0.1693, 0.1930, 0.1882, 0.2107, 0.1651, 0.2229, 0.1625,\n",
|
|
|
+ " 0.1096, 0.2091, 0.1932, 0.1694, 0.2209, 0.1582, 0.1690, 0.2208, 0.0996,\n",
|
|
|
+ " 0.1964, 0.1905, 0.1944, 0.0872, 0.2012, 0.1760, 0.1887, 0.1992, 0.1767,\n",
|
|
|
+ " 0.1858, 0.1851, 0.1754, 0.2252, 0.1823, 0.1748, 0.1948, 0.2500, 0.1584,\n",
|
|
|
+ " 0.1470, 0.1902, 0.1772, 0.1896, 0.2139, 0.2084, 0.2008, 0.1807, 0.1881,\n",
|
|
|
+ " 0.1985, 0.1722, 0.2065, 0.2006, 0.1718, 0.1939, 0.1417, 0.1713, 0.1242,\n",
|
|
|
+ " 0.1944, 0.1914, 0.2268, 0.1438, 0.2102, 0.2014, 0.2005, 0.2032, 0.1504,\n",
|
|
|
+ " 0.2332, 0.2082, 0.1087, 0.1789, 0.1635, 0.1360, 0.2263, 0.2438, 0.1955,\n",
|
|
|
+ " 0.1739, 0.1738, 0.2256, 0.2219, 0.1495, 0.1832, 0.1429, 0.1086, 0.1455,\n",
|
|
|
+ " 0.2214, 0.2048, 0.1492, 0.1570, 0.1702, 0.1195, 0.1395, 0.1520, 0.1978,\n",
|
|
|
+ " 0.2126, 0.2599, 0.2395, 0.1836, 0.1321, 0.1920, 0.2142, 0.2072, 0.1366,\n",
|
|
|
+ " 0.1576, 0.2247, 0.1559, 0.1739, 0.1851, 0.1804, 0.1964, 0.2495, 0.1949,\n",
|
|
|
+ " 0.1819, 0.2009, 0.2092, 0.1658, 0.1303, 0.3217, 0.1922, 0.2052, 0.1779,\n",
|
|
|
+ " 0.1884, 0.1966, 0.2001, 0.1899, 0.2182, 0.2280, 0.2205, 0.1534, 0.1391,\n",
|
|
|
+ " 0.1387, 0.1850, 0.1604, 0.1550])), ('pretrained_model.layer3.2.bn2.bias', tensor([ 1.4578e-01, -2.5935e-02, -1.5520e-01, -2.9111e-02, -1.1310e-01,\n",
|
|
|
+ " -1.1280e-01, 9.3339e-02, -2.0799e-02, -2.8673e-02, -9.3710e-02,\n",
|
|
|
+ " -4.4499e-02, -7.6599e-02, -1.2632e-01, -1.5487e-02, -1.2713e-01,\n",
|
|
|
+ " -3.7403e-02, -1.4496e-01, -7.7838e-02, -1.4241e-01, -4.7940e-02,\n",
|
|
|
+ " -7.4396e-02, -1.0710e-01, 8.9318e-02, 2.5084e-02, -8.3252e-02,\n",
|
|
|
+ " -1.3378e-01, -5.7707e-02, -6.3785e-02, 9.1650e-02, -1.0172e-01,\n",
|
|
|
+ " -1.1552e-01, -8.8282e-02, -1.3934e-01, -1.5999e-01, -1.0132e-01,\n",
|
|
|
+ " -1.6251e-01, -7.3823e-02, -2.3477e-02, 1.1767e-02, -9.3871e-02,\n",
|
|
|
+ " -6.0838e-02, -1.5234e-01, -7.5215e-02, -1.3104e-01, -1.2691e-01,\n",
|
|
|
+ " -8.3622e-02, -1.4448e-01, -1.2226e-01, -1.2826e-01, 3.9191e-02,\n",
|
|
|
+ " 5.8780e-03, -8.7241e-02, -1.0295e-01, -2.0124e-02, -8.3593e-02,\n",
|
|
|
+ " 2.9453e-02, -1.4917e-01, -3.7150e-02, -7.8015e-02, 6.5263e-02,\n",
|
|
|
+ " -1.0501e-01, -5.7661e-02, 3.2825e-02, 1.0336e-01, 1.0095e-01,\n",
|
|
|
+ " 1.9843e-02, -1.2495e-01, -1.9005e-02, -9.9027e-02, -9.5107e-02,\n",
|
|
|
+ " -1.7422e-01, -1.0737e-01, -8.0365e-02, -3.8924e-02, -8.4820e-02,\n",
|
|
|
+ " -1.1096e-01, -1.0219e-01, -2.2152e-01, -2.1467e-02, -9.5545e-02,\n",
|
|
|
+ " 5.2427e-02, 1.3703e-02, -1.7546e-01, -7.6013e-02, -1.2803e-01,\n",
|
|
|
+ " 1.6472e-01, -4.8868e-03, -1.5806e-01, -9.0457e-02, -1.6188e-01,\n",
|
|
|
+ " -1.4811e-01, -2.0295e-01, -1.5642e-01, -5.5260e-02, 7.5807e-02,\n",
|
|
|
+ " -5.3290e-02, -1.0742e-01, -6.4050e-02, 1.1832e-02, -2.5614e-02,\n",
|
|
|
+ " -7.1891e-02, -3.4767e-02, -8.0724e-02, -3.7606e-02, -1.0650e-01,\n",
|
|
|
+ " -1.2210e-01, -1.5388e-01, -1.2951e-01, -1.2852e-01, -1.4040e-01,\n",
|
|
|
+ " -1.5853e-01, -8.1109e-02, -9.0626e-02, -8.5343e-02, 1.9027e-01,\n",
|
|
|
+ " 1.6285e-01, -1.0383e-01, -1.5754e-01, 5.0403e-02, -6.2886e-02,\n",
|
|
|
+ " -1.3240e-01, -1.6408e-01, -6.9415e-02, -1.0303e-01, -1.1345e-01,\n",
|
|
|
+ " 7.5035e-02, -3.4482e-02, 3.6842e-02, -3.0313e-02, -7.1677e-02,\n",
|
|
|
+ " -9.9149e-02, -1.3366e-01, -8.5091e-02, -9.5587e-02, 4.4187e-02,\n",
|
|
|
+ " 7.1789e-02, 2.1317e-06, -6.3100e-02, 1.6066e-02, -1.5398e-01,\n",
|
|
|
+ " -1.1006e-01, -3.1944e-02, -5.8356e-02, 1.0257e-01, -5.0561e-02,\n",
|
|
|
+ " -1.6382e-01, -9.5915e-02, 1.3655e-01, -8.9655e-02, -8.8530e-02,\n",
|
|
|
+ " -3.9713e-02, -1.5168e-01, -9.2041e-02, -1.0635e-01, -7.9378e-02,\n",
|
|
|
+ " -1.3784e-01, -9.4022e-02, -1.0091e-01, -3.0334e-02, -1.2465e-01,\n",
|
|
|
+ " -1.0490e-01, -1.1587e-01, -6.6947e-02, -4.0450e-02, -1.4605e-01,\n",
|
|
|
+ " -9.2123e-02, -8.8985e-02, -9.6340e-02, -5.9284e-02, -7.2070e-02,\n",
|
|
|
+ " -1.3851e-01, -8.2367e-02, -9.3035e-02, -1.0607e-01, -2.4664e-02,\n",
|
|
|
+ " -3.6846e-02, -6.0710e-02, 2.2828e-02, -4.6809e-02, -1.5541e-02,\n",
|
|
|
+ " -6.8724e-02, -8.9645e-02, -1.2001e-01, -2.7410e-02, -7.3332e-02,\n",
|
|
|
+ " -5.3380e-02, -1.2796e-01, -5.6725e-02, 1.0864e-01, -1.0930e-01,\n",
|
|
|
+ " -8.7421e-02, 6.9975e-02, -1.3000e-01, -4.7309e-02, 2.4513e-03,\n",
|
|
|
+ " -9.6163e-02, -1.6379e-01, -1.1424e-01, -8.0653e-02, -6.3961e-02,\n",
|
|
|
+ " -3.9364e-02, -1.3695e-01, -1.0675e-01, -7.0551e-02, 2.5879e-02,\n",
|
|
|
+ " 4.9733e-02, 3.2969e-02, -1.1203e-01, -1.1836e-01, 5.2564e-02,\n",
|
|
|
+ " 2.2644e-01, -1.1556e-01, 8.4768e-03, 3.6028e-02, 4.2190e-02,\n",
|
|
|
+ " -1.3706e-01, -1.1165e-01, -7.1828e-02, -9.5637e-02, -1.1305e-01,\n",
|
|
|
+ " -3.8640e-02, -1.2279e-01, -7.0408e-02, -1.7851e-02, -7.0393e-04,\n",
|
|
|
+ " -1.7919e-02, -1.1907e-01, 1.6175e-03, -9.7948e-02, -9.9073e-02,\n",
|
|
|
+ " -1.1750e-01, -1.0134e-01, -4.5339e-02, -1.0470e-01, -1.3396e-01,\n",
|
|
|
+ " -1.0806e-01, -1.0665e-01, -3.7070e-03, 1.6015e-02, -1.8163e-01,\n",
|
|
|
+ " -1.4775e-01, -1.1308e-01, -1.1337e-01, -4.5786e-02, -3.5786e-02,\n",
|
|
|
+ " -1.6940e-01, -7.9230e-02, -1.0351e-01, -1.0966e-01, -7.7266e-02,\n",
|
|
|
+ " 3.6550e-03, 2.9207e-02, 1.1157e-01, -1.1111e-01, -1.9069e-02,\n",
|
|
|
+ " 3.6381e-03])), ('pretrained_model.layer3.2.bn2.running_mean', tensor([ 2.7692e-03, -1.5691e-01, -2.0626e-02, -3.8847e-02, -1.0930e-01,\n",
|
|
|
+ " -9.1125e-02, -1.2123e-01, 4.8677e-03, -1.5430e-01, -2.5788e-02,\n",
|
|
|
+ " 1.5082e-01, 6.7548e-05, -8.5364e-02, -1.2175e-01, -8.5784e-02,\n",
|
|
|
+ " -4.5598e-02, -6.4813e-02, 1.0821e-01, -4.9326e-02, -4.4293e-02,\n",
|
|
|
+ " -6.0541e-02, -3.0027e-02, -7.5077e-02, -9.1331e-02, -9.8887e-02,\n",
|
|
|
+ " -1.3845e-01, -1.2087e-01, -1.7709e-01, -2.0331e-01, -6.8145e-02,\n",
|
|
|
+ " -3.8113e-02, -1.1552e-01, -1.2330e-01, -1.2339e-01, -6.3976e-02,\n",
|
|
|
+ " 9.8205e-02, -1.3366e-02, -7.6111e-02, -1.7806e-02, -1.9414e-01,\n",
|
|
|
+ " -3.3790e-02, 3.9077e-03, -8.7817e-02, -1.4468e-01, -1.2557e-01,\n",
|
|
|
+ " -1.9148e-02, -1.5639e-01, -6.2678e-02, -1.9563e-01, -7.9490e-03,\n",
|
|
|
+ " -1.1627e-01, 6.4568e-02, -1.1053e-01, -8.5236e-02, -8.1524e-02,\n",
|
|
|
+ " -5.3443e-02, -3.9539e-03, -5.9092e-02, -7.2996e-02, -7.7435e-02,\n",
|
|
|
+ " -8.3399e-02, -9.2974e-02, 6.7426e-02, -7.4548e-02, -1.3597e-02,\n",
|
|
|
+ " -4.0504e-02, -1.0398e-01, 2.0931e-02, -6.5535e-02, -1.0023e-01,\n",
|
|
|
+ " -1.0205e-01, -7.7889e-02, -7.0282e-02, 1.3561e-02, -1.1227e-01,\n",
|
|
|
+ " -2.8348e-02, -1.6923e-02, -3.0664e-01, 9.4189e-02, 1.9984e-01,\n",
|
|
|
+ " 4.7937e-02, 5.4325e-03, -1.0541e-01, -9.3411e-02, -7.5858e-02,\n",
|
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|
+ " -1.4402e-01, 1.9392e-02, -4.8497e-02, -8.3681e-02, -6.5899e-02,\n",
|
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|
+ " -8.9489e-02, -1.5555e-01, -1.2981e-02, -3.5982e-02, 1.0841e-01,\n",
|
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+ " -1.1288e-01, -3.8838e-02, -5.9042e-02, 7.2256e-02, 3.3881e-02,\n",
|
|
|
+ " -1.5696e-02, -5.3135e-02, -4.7960e-02, -8.4161e-02, 2.2359e-02,\n",
|
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|
+ " 1.3290e-01, -5.9982e-02, -1.0010e-01, 1.5672e-02, -7.9551e-02,\n",
|
|
|
+ " 6.4775e-03, -8.4350e-03, -7.1331e-02, 6.3110e-03, -1.3256e-01,\n",
|
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|
+ " 1.1074e-01, -4.6702e-02, -9.8271e-02, 1.3396e-02, -7.7720e-02,\n",
|
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+ " -1.2723e-01, -8.4287e-02, -7.1767e-02, -1.0203e-02, -1.2396e-02,\n",
|
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+ " -1.6446e-01, -1.2418e-01, 6.8876e-02, -1.7427e-02, -1.0787e-01,\n",
|
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+ " -6.1773e-02, -1.7630e-01, -1.1819e-01, -7.7056e-02, 6.3044e-02,\n",
|
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+ " -1.1004e-01, -2.4283e-02, -1.4966e-01, 1.7598e-02, -4.8144e-03,\n",
|
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+ " -1.1442e-01, -2.4435e-02, -1.1539e-01, 1.3729e-01, -2.7671e-02,\n",
|
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+ " -8.1562e-03, -1.5249e-02, -8.6365e-02, -9.4405e-02, -3.0966e-02,\n",
|
|
|
+ " 5.5564e-04, -7.9341e-02, -3.8012e-02, -7.3531e-02, -7.8537e-02,\n",
|
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+ " 0.0068, 0.0134, 0.0068, 0.0079])), ('pretrained_model.layer3.3.bn1.num_batches_tracked', tensor(0)), ('pretrained_model.layer3.3.conv2.weight', tensor([[[[-1.8803e-02, -1.6340e-02, -1.3997e-02],\n",
|
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+ " [ 3.6696e-03, 2.8835e-02, 9.5049e-03],\n",
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+ " [ 2.5592e-03, 2.4016e-02, 1.7338e-02]],\n",
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+ "\n",
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+ " [-3.6010e-02, -3.0522e-02, -2.9534e-02],\n",
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+ " [-2.0833e-02, -2.6406e-02, -1.4576e-02]],\n",
|
|
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+ "\n",
|
|
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+ " [[-1.0751e-02, -2.1985e-02, -6.4160e-03],\n",
|
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+ " [-2.7446e-02, -2.0441e-02, 6.2549e-03],\n",
|
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+ " [-2.4620e-02, -2.6627e-02, 4.7618e-03]],\n",
|
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+ "\n",
|
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+ " ...,\n",
|
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+ "\n",
|
|
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+ " [[ 1.2806e-02, -1.4030e-03, 1.6504e-02],\n",
|
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+ " [-1.3262e-03, -9.6033e-03, -4.7959e-03],\n",
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|
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+ "\n",
|
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+ " [[-3.2552e-03, -5.0247e-03, -4.5165e-03],\n",
|
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+ " [-6.1424e-04, 3.6419e-04, -1.5785e-02],\n",
|
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+ " [ 9.2959e-03, 1.1708e-02, -1.1915e-03]],\n",
|
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+ "\n",
|
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+ " [[-3.4364e-03, -1.5724e-02, -1.3605e-02],\n",
|
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+ " [ 3.6422e-03, -1.9433e-03, -6.8014e-03],\n",
|
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+ " [ 8.4389e-03, 1.0919e-02, 5.7589e-03]]],\n",
|
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+ "\n",
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+ "\n",
|
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+ " [[[ 1.3899e-02, 2.6692e-02, 9.1438e-03],\n",
|
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+ " [ 9.0444e-03, 2.0086e-03, -1.5385e-03],\n",
|
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+ " [ 2.4779e-03, 1.2734e-02, 7.5761e-03]],\n",
|
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+ "\n",
|
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+ " [[-5.2232e-04, 5.2127e-03, 1.7297e-03],\n",
|
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+ " [ 7.8149e-03, 1.1013e-02, 5.2983e-03],\n",
|
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+ " [ 1.8524e-02, 1.8720e-02, 1.2736e-02]],\n",
|
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+ "\n",
|
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+ " [[ 7.0164e-04, 4.8720e-03, 3.0998e-04],\n",
|
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+ " [-2.0041e-03, 1.2504e-02, 9.6986e-03],\n",
|
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+ " [ 4.7990e-04, 1.2773e-02, 1.4939e-02]],\n",
|
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+ "\n",
|
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+ " ...,\n",
|
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+ "\n",
|
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+ " [[ 2.5753e-02, 4.8550e-02, 2.2156e-02],\n",
|
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+ " [-1.0024e-03, -8.2915e-03, 5.0728e-04],\n",
|
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+ " [ 1.2563e-02, 1.8389e-02, 9.2819e-03]],\n",
|
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+ "\n",
|
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+ " [[ 6.7024e-03, 3.0199e-02, 6.8206e-03],\n",
|
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+ " [-1.0586e-02, -1.4727e-02, -2.1793e-02],\n",
|
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+ " [-7.9549e-03, -2.3417e-02, -2.1433e-02]],\n",
|
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+ "\n",
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+ " [[-1.3194e-02, 9.3586e-03, -1.3908e-02],\n",
|
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+ " [-1.2910e-03, 3.3267e-02, -7.1413e-03],\n",
|
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+ " [-7.5327e-03, 3.0146e-03, -1.0301e-02]]],\n",
|
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+ "\n",
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+ "\n",
|
|
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+ " [[[ 1.1263e-02, 1.5780e-02, 7.8627e-03],\n",
|
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+ " [ 9.0100e-03, 1.0718e-02, -8.2925e-03],\n",
|
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+ " [-3.0248e-02, -2.5757e-02, -1.8679e-02]],\n",
|
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+ "\n",
|
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+ " [[-4.0846e-03, 9.4344e-03, -1.7889e-02],\n",
|
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+ " [ 1.1781e-03, 2.3892e-02, 5.8167e-03],\n",
|
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+ " [ 1.2284e-02, 1.2057e-02, 3.5214e-03]],\n",
|
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+ "\n",
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+ " [[ 5.0065e-03, -1.0580e-02, -2.0933e-02],\n",
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+ " [ 2.5546e-02, 2.9333e-02, -1.8795e-02],\n",
|
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+ " [-4.7139e-02, 2.8739e-02, 2.3161e-02]],\n",
|
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+ "\n",
|
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+ " ...,\n",
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+ "\n",
|
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+ " [[ 2.1184e-02, 2.9616e-02, 1.8746e-02],\n",
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+ " [ 2.2116e-02, -7.1971e-03, 6.4072e-03],\n",
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+ " [ 1.8717e-02, 1.0634e-02, -1.7927e-02]],\n",
|
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+ "\n",
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+ " [[ 5.7823e-03, 1.5788e-02, -5.5093e-03],\n",
|
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+ " [-4.1537e-03, -1.2336e-03, -1.0239e-02],\n",
|
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+ " [-1.2066e-02, -3.1502e-03, -6.2778e-03]],\n",
|
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+ "\n",
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+ " [[ 1.0706e-02, -2.2922e-02, 2.4885e-03],\n",
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|
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+ " [ 5.8418e-03, 2.0973e-02, 4.3489e-03]]],\n",
|
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+ "\n",
|
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+ "\n",
|
|
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+ " ...,\n",
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+ "\n",
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+ "\n",
|
|
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+ " [[[ 3.8096e-03, 1.4118e-02, -7.7493e-03],\n",
|
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|
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+ " [-7.7079e-03, -1.2011e-03, -7.4124e-03]],\n",
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+ "\n",
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+ " [ 1.5476e-02, 3.4684e-03, -1.9180e-02],\n",
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+ " [-9.2279e-03, -1.2106e-02, 3.2895e-03]],\n",
|
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+ "\n",
|
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+ " [[-3.0467e-02, -3.1465e-03, -1.6124e-02],\n",
|
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+ " [ 1.6656e-03, -5.9728e-05, 3.7414e-04],\n",
|
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+ " [ 1.1070e-02, 1.6323e-02, 3.7555e-03]],\n",
|
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+ "\n",
|
|
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+ " ...,\n",
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+ "\n",
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+ " [[ 3.0848e-03, 7.0690e-04, -8.1711e-03],\n",
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+ " [-1.3006e-05, 8.7416e-03, -9.1197e-04],\n",
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+ " [-1.1322e-03, 1.2436e-02, 3.2386e-02]],\n",
|
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+ "\n",
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+ " [[-1.4555e-02, -1.2637e-02, 1.1425e-02],\n",
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+ " [-7.7970e-03, -9.0559e-03, 1.5191e-02],\n",
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+ " [ 4.6668e-03, -1.2459e-02, -5.9486e-03]],\n",
|
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+ "\n",
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+ " [[ 1.8486e-02, -1.6170e-02, -8.4818e-03],\n",
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|
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+ " [-1.1418e-03, -3.8431e-03, 1.6344e-02]]],\n",
|
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+ "\n",
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+ "\n",
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+ " [[[-1.0163e-02, -1.2042e-02, -3.4837e-03],\n",
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+ " [ 7.2370e-04, -1.0307e-02, 9.3110e-04],\n",
|
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+ " [ 7.6209e-03, -1.0731e-02, 2.5825e-03]],\n",
|
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+ "\n",
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+ " [[-7.2058e-03, -9.1607e-03, -1.2272e-02],\n",
|
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+ " [-2.6006e-03, -6.5231e-03, -1.4710e-02],\n",
|
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+ " [-2.8917e-03, 1.0987e-02, -7.2957e-03]],\n",
|
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+ "\n",
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+ " [[ 3.6798e-02, 7.4354e-03, -3.0339e-03],\n",
|
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+ " [ 1.8757e-02, 9.3095e-03, -1.4611e-02],\n",
|
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+ " [-5.3367e-03, -1.7790e-02, -3.0598e-02]],\n",
|
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+ "\n",
|
|
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+ " ...,\n",
|
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+ "\n",
|
|
|
+ " [[ 1.3736e-02, 1.3367e-03, 2.4378e-03],\n",
|
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+ " [-9.3669e-03, -9.7187e-03, 2.1499e-03],\n",
|
|
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+ " [ 1.4464e-02, 2.5503e-02, 1.0819e-02]],\n",
|
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+ "\n",
|
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+ " [[-4.8793e-03, -1.3573e-02, 1.7897e-03],\n",
|
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+ " [-1.7144e-03, -1.4349e-03, -7.2677e-04],\n",
|
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+ " [-7.9108e-03, 4.3148e-03, -2.2574e-03]],\n",
|
|
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+ "\n",
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+ " [[-1.2708e-02, -3.9058e-03, -1.1275e-02],\n",
|
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+ " [-9.8591e-03, -1.0264e-02, -1.4281e-02],\n",
|
|
|
+ " [ 7.8655e-03, 1.5859e-02, -2.4388e-03]]],\n",
|
|
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+ "\n",
|
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+ "\n",
|
|
|
+ " [[[ 4.1839e-04, -2.9585e-02, -5.7635e-04],\n",
|
|
|
+ " [ 1.6648e-03, -2.3806e-02, -6.9548e-03],\n",
|
|
|
+ " [ 7.3502e-05, -1.3099e-02, 1.8645e-03]],\n",
|
|
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+ "\n",
|
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|
+ " [[-2.5347e-02, -1.7739e-02, -1.3797e-02],\n",
|
|
|
+ " [-9.0120e-03, 4.4763e-03, -1.6589e-02],\n",
|
|
|
+ " [ 8.2485e-03, -7.8553e-03, 2.2009e-03]],\n",
|
|
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+ "\n",
|
|
|
+ " [[ 9.9913e-03, 4.3920e-03, 1.7730e-02],\n",
|
|
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+ " [ 1.1176e-02, -3.2947e-03, 8.0631e-03],\n",
|
|
|
+ " [ 1.3846e-03, -2.1688e-02, -1.7992e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.3812e-03, -6.5925e-03, -1.6371e-03],\n",
|
|
|
+ " [ 1.4144e-03, -1.4475e-02, -5.3514e-03],\n",
|
|
|
+ " [ 2.4761e-03, 3.6403e-03, 1.4365e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.8408e-03, -1.1457e-02, -7.1591e-03],\n",
|
|
|
+ " [-9.6329e-03, 3.7813e-03, 1.7547e-03],\n",
|
|
|
+ " [-1.6484e-03, 4.3027e-03, -3.6102e-04]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 8.2675e-03, 4.8496e-03, 6.8088e-04],\n",
|
|
|
+ " [-8.0729e-03, -4.8404e-03, 2.6825e-03],\n",
|
|
|
+ " [ 2.0105e-03, 6.4924e-03, 8.6932e-03]]]])), ('pretrained_model.layer3.3.bn2.weight', tensor([0.1452, 0.1726, 0.1229, 0.2299, 0.1389, 0.1735, 0.1957, 0.1136, 0.2105,\n",
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+ " 0.1474, 0.1545, 0.2085, 0.1532, 0.1216, 0.1893, 0.1480, 0.1806, 0.1743,\n",
|
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+ " 0.1792, 0.1963, 0.2059, 0.1566, 0.1797, 0.2005, 0.1807, 0.1764, 0.1448,\n",
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|
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+ " 0.1608, 0.1720, 0.1804, 0.1770, 0.1709, 0.1955, 0.1610, 0.2528, 0.1951,\n",
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+ " 0.1664, 0.1933, 0.1930, 0.1334, 0.1477, 0.1533, 0.1370, 0.1386, 0.1574,\n",
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+ " 0.1764, 0.1444, 0.1800, 0.2055, 0.1836, 0.2009, 0.1536, 0.1691, 0.1654,\n",
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+ " 0.1883, 0.1859, 0.1296, 0.1911, 0.1418, 0.1616, 0.1846, 0.1504, 0.2052,\n",
|
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+ " 0.1370, 0.1391, 0.1685, 0.1525, 0.2111, 0.1537, 0.1337, 0.1498, 0.1972,\n",
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+ " 0.1867, 0.1761, 0.2117, 0.1625, 0.1898, 0.1969, 0.2112, 0.1274, 0.1717,\n",
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+ " 0.1915, 0.1747, 0.1242, 0.1638, 0.1533, 0.1466, 0.1896, 0.1447, 0.1822,\n",
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+ " 0.1865, 0.1965, 0.1842, 0.1644, 0.1664, 0.1172, 0.1672, 0.1783, 0.1767,\n",
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+ " 0.1479, 0.1814, 0.1693, 0.1853, 0.1639, 0.2131, 0.1832, 0.1539, 0.1941,\n",
|
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+ " 0.2163, 0.2318, 0.1349, 0.1638, 0.1733, 0.1381, 0.1341, 0.2192, 0.1861,\n",
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+ " 0.1975, 0.1818, 0.1574, 0.2385, 0.1409, 0.1681, 0.1749, 0.1957, 0.1547,\n",
|
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+ " 0.1936, 0.1604, 0.1952, 0.1866, 0.1475, 0.1906, 0.1740, 0.2052, 0.1756,\n",
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+ " 0.1901, 0.1762, 0.1944, 0.1356, 0.1827, 0.1607, 0.1842, 0.2243, 0.1715,\n",
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+ " 0.1710, 0.1372, 0.1907, 0.1985, 0.1222, 0.1540, 0.1524, 0.1706, 0.1855,\n",
|
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+ " 0.2198, 0.1204, 0.1621, 0.1143, 0.1661, 0.1697, 0.1841, 0.1800, 0.1591,\n",
|
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+ " 0.1789, 0.1835, 0.1298, 0.1383, 0.2159, 0.1679, 0.1327, 0.1690, 0.1756,\n",
|
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|
+ " 0.2529, 0.1637, 0.1819, 0.1617])), ('pretrained_model.layer3.3.bn2.bias', tensor([ 3.0876e-02, 1.9470e-02, 7.8268e-02, -4.9443e-02, -2.0211e-03,\n",
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+ " -7.0342e-02, -1.3362e-01, 6.4133e-02, -5.9503e-02, -8.6999e-02,\n",
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+ " -3.2904e-02, -2.4931e-02, -4.2023e-02, 4.4511e-02, -1.0494e-01,\n",
|
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+ " -9.6763e-02, -3.3581e-02, -5.9504e-02, -6.6236e-02, -6.4603e-02,\n",
|
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+ " -1.5046e-01, -3.1285e-02, -9.1821e-02, -1.5864e-01, -1.0547e-01,\n",
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+ " -1.1189e-01, -6.0181e-02, -7.6659e-02, 5.5155e-02, -3.5033e-02,\n",
|
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+ " -5.4778e-02, -1.1517e-01, -1.1275e-01, -8.1236e-02, -1.7937e-01,\n",
|
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+ " -6.8631e-02, -6.8882e-03, -4.5947e-02, -1.4296e-01, -6.4495e-02,\n",
|
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+ " -3.4194e-02, -4.3255e-02, 4.5017e-02, -6.5333e-02, -7.0525e-02,\n",
|
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+ " -3.9629e-02, -2.9729e-02, 6.4918e-02, -1.3496e-01, -8.0784e-02,\n",
|
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+ " -9.5266e-02, 9.0789e-02, -9.9872e-02, -1.2071e-01, -6.1403e-02,\n",
|
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+ " -9.6203e-02, -2.1852e-02, -1.2220e-01, -4.9855e-02, -1.5077e-01,\n",
|
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+ " -1.7482e-01, -1.7586e-01, -6.7612e-02, -3.9623e-02, -1.0050e-01,\n",
|
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+ " 7.0206e-02, -1.0929e-01, -1.2581e-01, -1.1524e-01, -4.3970e-02,\n",
|
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+ " -1.0417e-01, -1.1369e-01, -8.4778e-02, -8.5936e-02, -1.1681e-01,\n",
|
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+ " -4.1488e-02, -7.1705e-02, 9.9537e-02, -1.2825e-01, 6.3588e-02,\n",
|
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+ " -9.8423e-02, -6.4354e-02, -4.2294e-02, 1.1468e-01, 1.0632e-04,\n",
|
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+ " -7.5848e-02, -1.0134e-01, -8.2370e-02, -6.4896e-02, -4.6754e-02,\n",
|
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+ " -7.3993e-02, 7.1566e-02, -6.0310e-02, -3.6560e-02, 3.7315e-02,\n",
|
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+ " 1.9607e-01, 1.1489e-01, -5.4373e-03, -4.4303e-02, -8.6277e-02,\n",
|
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+ " -5.0335e-02, -1.1298e-01, -7.4696e-02, -6.0653e-02, -2.1930e-02,\n",
|
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+ " -9.8654e-02, -5.0565e-02, -4.3139e-02, -9.1606e-02, -3.0195e-02,\n",
|
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+ " -1.0824e-01, -1.1333e-01, -9.0354e-02, -1.2388e-01, -5.0561e-03,\n",
|
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+ " 0.0065, 0.0069, 0.0100, 0.0056, 0.0080, 0.0050, 0.0070, 0.0080, 0.0067,\n",
|
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+ " 0.0067, 0.0066, 0.0055, 0.0070, 0.0152, 0.0082, 0.0128, 0.0091, 0.0073,\n",
|
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+ " 0.0078, 0.0070, 0.0175, 0.0128, 0.0086, 0.0053, 0.0078, 0.0071, 0.0078,\n",
|
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+ " 0.0082, 0.0067, 0.0177, 0.0147, 0.0076, 0.0072, 0.0108, 0.0089, 0.0061,\n",
|
|
|
+ " 0.0124, 0.0167, 0.0132, 0.0099, 0.0113, 0.0074, 0.0055, 0.0151, 0.0061,\n",
|
|
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+ " 0.0096, 0.0128, 0.0132, 0.0081, 0.0078, 0.0092, 0.0095, 0.0077, 0.0057,\n",
|
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+ " 0.0051, 0.0079, 0.0100, 0.0080, 0.0073, 0.0089, 0.0137, 0.0059, 0.0083,\n",
|
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|
+ " 0.0070, 0.0080, 0.0073, 0.0114, 0.0104, 0.0066, 0.0058, 0.0110, 0.0079,\n",
|
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+ " 0.0054, 0.0085, 0.0139, 0.0108, 0.0122, 0.0101, 0.0083, 0.0069, 0.0090,\n",
|
|
|
+ " 0.0116, 0.0167, 0.0076, 0.0072, 0.0091, 0.0066, 0.0103, 0.0059, 0.0072,\n",
|
|
|
+ " 0.0122, 0.0088, 0.0065, 0.0050, 0.0064, 0.0071, 0.0067, 0.0090, 0.0068,\n",
|
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|
+ " 0.0082, 0.0103, 0.0055, 0.0074, 0.0078, 0.0050, 0.0073, 0.0110, 0.0154,\n",
|
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+ " 0.0077, 0.0063, 0.0107, 0.0063, 0.0089, 0.0114, 0.0067, 0.0138, 0.0073,\n",
|
|
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+ " 0.0086, 0.0092, 0.0050, 0.0101, 0.0073, 0.0093, 0.0052, 0.0097, 0.0144,\n",
|
|
|
+ " 0.0138, 0.0104, 0.0091, 0.0067, 0.0151, 0.0135, 0.0053, 0.0105, 0.0098,\n",
|
|
|
+ " 0.0112, 0.0127, 0.0112, 0.0070, 0.0082, 0.0068, 0.0070, 0.0078, 0.0062,\n",
|
|
|
+ " 0.0064, 0.0148, 0.0072, 0.0081, 0.0064, 0.0140, 0.0105, 0.0185, 0.0074,\n",
|
|
|
+ " 0.0095, 0.0084, 0.0041, 0.0158])), ('pretrained_model.layer3.4.bn1.num_batches_tracked', tensor(0)), ('pretrained_model.layer3.4.conv2.weight', tensor([[[[-5.8209e-03, 1.1462e-02, 1.2004e-02],\n",
|
|
|
+ " [-2.8590e-02, -6.9599e-03, -3.9189e-03],\n",
|
|
|
+ " [-1.0044e-02, -2.1020e-02, -1.4593e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 8.6116e-04, -1.2200e-03, 2.9348e-03],\n",
|
|
|
+ " [-7.5528e-03, -1.9162e-02, -8.3819e-03],\n",
|
|
|
+ " [ 8.3744e-03, 4.8433e-03, 1.9383e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.5830e-02, -1.3776e-02, 1.1717e-02],\n",
|
|
|
+ " [-2.4808e-03, -2.3072e-02, -8.7335e-03],\n",
|
|
|
+ " [ 7.3064e-04, -1.2044e-02, -1.4541e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 8.9793e-04, -6.5028e-03, -6.2118e-03],\n",
|
|
|
+ " [-8.8695e-03, 1.0267e-02, 1.3219e-02],\n",
|
|
|
+ " [-1.5843e-02, 4.1420e-03, -1.4981e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.7288e-03, -2.4168e-02, -5.5272e-03],\n",
|
|
|
+ " [-5.5910e-05, -6.1669e-03, -1.3034e-02],\n",
|
|
|
+ " [ 3.9058e-03, 1.7533e-02, 1.1000e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.3466e-05, -3.1983e-03, -4.4580e-03],\n",
|
|
|
+ " [-1.1769e-02, -1.0979e-02, -1.4822e-02],\n",
|
|
|
+ " [-4.1673e-03, -3.7384e-03, -3.8538e-03]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[-3.4705e-02, -2.8515e-02, -2.3093e-02],\n",
|
|
|
+ " [-2.2231e-03, 2.1156e-02, 8.5395e-03],\n",
|
|
|
+ " [-8.9862e-03, 8.6979e-03, 2.1634e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.2353e-03, 3.6523e-03, -4.6562e-03],\n",
|
|
|
+ " [ 9.1177e-03, 2.1490e-02, 1.1952e-02],\n",
|
|
|
+ " [-2.2184e-03, 2.9805e-02, 1.7089e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.1515e-02, 1.2878e-02, 3.6666e-02],\n",
|
|
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+ " [-2.0393e-02, -1.4948e-02, 2.0887e-03],\n",
|
|
|
+ " [-2.9456e-03, -2.6888e-02, -3.3140e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
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|
+ "\n",
|
|
|
+ " [[ 1.5932e-02, 2.2099e-02, 3.1682e-02],\n",
|
|
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+ " [-3.7381e-03, 6.3726e-03, -3.5721e-03],\n",
|
|
|
+ " [-8.5522e-03, -6.7675e-03, 3.1908e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.3983e-02, 2.4087e-02, 2.0356e-02],\n",
|
|
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+ " [ 1.8362e-03, -4.3993e-03, -3.8945e-03],\n",
|
|
|
+ " [-9.3115e-03, -1.1335e-02, -1.3701e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.2841e-02, -1.7752e-02, -1.9801e-02],\n",
|
|
|
+ " [-2.4421e-03, -1.4244e-02, -8.6861e-04],\n",
|
|
|
+ " [-7.6722e-03, -1.0066e-02, -5.2010e-03]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 8.1336e-03, -1.8872e-03, 3.3253e-03],\n",
|
|
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+ " [ 1.3757e-02, 3.8398e-03, 9.4467e-03],\n",
|
|
|
+ " [-7.6527e-03, -2.4381e-02, -1.2312e-02]],\n",
|
|
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+ "\n",
|
|
|
+ " [[-1.6857e-02, -1.0140e-02, -2.6526e-03],\n",
|
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+ " [ 1.2181e-02, 5.9825e-03, 1.2123e-02],\n",
|
|
|
+ " [ 1.9653e-02, -1.8249e-02, -1.9902e-02]],\n",
|
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+ "\n",
|
|
|
+ " [[ 1.4230e-02, 8.4432e-03, -2.5639e-02],\n",
|
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+ " [-8.9583e-03, 2.7704e-02, 1.9999e-03],\n",
|
|
|
+ " [-1.8978e-02, -3.1145e-03, -6.9589e-03]],\n",
|
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+ "\n",
|
|
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+ " ...,\n",
|
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+ "\n",
|
|
|
+ " [[-2.3122e-02, -2.3861e-02, -2.1814e-02],\n",
|
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+ " [ 4.1167e-05, 3.4441e-03, -9.1658e-03],\n",
|
|
|
+ " [ 1.7517e-02, 1.2566e-02, 1.1013e-02]],\n",
|
|
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+ "\n",
|
|
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+ " [[-4.5251e-03, -6.0514e-03, -3.1359e-03],\n",
|
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+ " [-6.2929e-03, 1.2832e-02, -1.2584e-02],\n",
|
|
|
+ " [-7.8471e-03, -1.1057e-02, -1.5786e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.2513e-02, 1.1059e-02, 1.0454e-02],\n",
|
|
|
+ " [ 3.4743e-02, 1.9712e-02, 2.7771e-02],\n",
|
|
|
+ " [ 2.3596e-02, 1.8524e-02, 2.5358e-02]]],\n",
|
|
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+ "\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[-5.2654e-03, 2.7511e-02, 1.3816e-02],\n",
|
|
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+ " [-1.6258e-02, 1.0640e-02, 8.1433e-03],\n",
|
|
|
+ " [-1.7503e-02, 2.6646e-02, 1.2351e-02]],\n",
|
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+ "\n",
|
|
|
+ " [[ 8.0355e-03, 2.9963e-03, -1.4065e-02],\n",
|
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+ " [-8.3448e-03, -7.5565e-04, -1.1370e-02],\n",
|
|
|
+ " [-1.4047e-02, -4.9025e-03, -3.1421e-02]],\n",
|
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+ "\n",
|
|
|
+ " [[-1.0139e-02, -2.3205e-02, -2.1656e-02],\n",
|
|
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+ " [ 2.8805e-02, 7.9999e-03, -3.6478e-03],\n",
|
|
|
+ " [ 1.5108e-02, 2.1001e-03, 5.3493e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.2768e-03, 1.0692e-02, 3.7413e-03],\n",
|
|
|
+ " [-4.4513e-03, -3.8843e-04, 9.6198e-03],\n",
|
|
|
+ " [-9.5113e-03, -3.3777e-02, -1.4606e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.2395e-02, -1.2439e-03, -2.6906e-03],\n",
|
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+ " [-3.8027e-03, 2.3295e-02, 1.5031e-02],\n",
|
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|
+ " [-8.0716e-03, -6.5173e-03, -7.4022e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 8.7246e-03, 1.0052e-02, 1.7776e-03],\n",
|
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|
+ " [-7.0105e-03, 1.6988e-02, 4.7162e-03],\n",
|
|
|
+ " [ 8.0096e-03, 5.5947e-03, 1.1856e-03]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 7.9354e-03, 1.7990e-02, 5.6884e-03],\n",
|
|
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+ " [-4.5983e-03, 1.0872e-02, -4.5578e-03],\n",
|
|
|
+ " [ 5.5214e-03, -2.6487e-03, -2.1537e-04]],\n",
|
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|
+ "\n",
|
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|
+ " [[ 3.2071e-03, -1.7399e-02, -7.3785e-03],\n",
|
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|
+ " [ 4.3709e-03, -1.5684e-03, -1.8795e-03],\n",
|
|
|
+ " [ 6.3070e-03, 2.4163e-02, 9.5550e-03]],\n",
|
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|
+ "\n",
|
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+ " [[-1.5632e-03, 9.9834e-03, -2.6852e-02],\n",
|
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+ " [-1.1277e-02, 1.1648e-02, -3.2450e-03],\n",
|
|
|
+ " [-3.1337e-03, 1.4756e-02, -4.1817e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.4519e-03, 6.8398e-03, -1.6237e-02],\n",
|
|
|
+ " [ 1.0262e-02, 1.9582e-02, 5.7482e-03],\n",
|
|
|
+ " [ 1.1611e-02, 2.8118e-02, 2.7798e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.8105e-02, -1.2363e-02, -1.1474e-02],\n",
|
|
|
+ " [ 1.1360e-02, -8.8498e-04, 6.0434e-03],\n",
|
|
|
+ " [ 6.6276e-03, -5.0357e-04, -3.9432e-04]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.4991e-02, -1.5332e-02, -2.2171e-02],\n",
|
|
|
+ " [-6.0671e-03, -5.5198e-03, -6.2246e-03],\n",
|
|
|
+ " [ 6.2286e-03, 1.1915e-02, -6.7971e-03]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[-4.0397e-02, -2.0862e-02, 1.8734e-02],\n",
|
|
|
+ " [ 3.8779e-03, -1.2032e-02, -4.5744e-03],\n",
|
|
|
+ " [ 2.8957e-02, -1.8789e-02, -2.1809e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.5142e-02, -1.3132e-02, -5.8895e-03],\n",
|
|
|
+ " [-3.6067e-03, 4.9809e-05, -6.9549e-03],\n",
|
|
|
+ " [ 2.8005e-03, 4.9277e-03, -3.7361e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.5626e-02, -1.9401e-03, 4.6781e-03],\n",
|
|
|
+ " [-2.9538e-02, -1.1110e-02, 4.4246e-03],\n",
|
|
|
+ " [-9.3368e-03, 1.0984e-02, 1.3586e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.0404e-02, 1.9675e-03, 1.0132e-02],\n",
|
|
|
+ " [-6.1025e-03, -8.8255e-03, 1.2296e-02],\n",
|
|
|
+ " [ 1.5252e-02, 5.9352e-03, 2.8460e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.7569e-03, 7.5540e-03, 4.8702e-03],\n",
|
|
|
+ " [-1.2772e-02, 1.0174e-02, 1.1237e-02],\n",
|
|
|
+ " [-9.9632e-03, 2.8744e-03, -6.4653e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.1930e-03, -6.8778e-03, -1.0737e-02],\n",
|
|
|
+ " [ 1.6499e-02, -1.1646e-02, 2.5632e-04],\n",
|
|
|
+ " [ 1.9960e-02, 7.1631e-03, 5.8864e-03]]]])), ('pretrained_model.layer3.4.bn2.weight', tensor([0.1948, 0.1505, 0.1152, 0.1920, 0.1925, 0.2993, 0.1310, 0.1750, 0.1607,\n",
|
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+ " 0.1724, 0.2195, 0.1894, 0.1896, 0.1551, 0.2041, 0.1900, 0.1633, 0.1371,\n",
|
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+ " 0.1515, 0.1622, 0.2028, 0.1624, 0.1684, 0.2058, 0.1555, 0.1426, 0.1478,\n",
|
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+ " 0.1484, 0.2197, 0.1901, 0.1527, 0.1721, 0.2284, 0.1742, 0.1495, 0.1735,\n",
|
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|
+ " 0.1558, 0.1714, 0.1665, 0.1826, 0.1736, 0.2086, 0.1632, 0.1981, 0.1788,\n",
|
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+ " 0.1547, 0.2119, 0.1774, 0.1885, 0.1845, 0.1980, 0.1625, 0.1385, 0.2731,\n",
|
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+ " 0.2035, 0.1695, 0.1847, 0.2025, 0.1219, 0.1417, 0.1580, 0.1152, 0.1430,\n",
|
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+ " 0.2003, 0.1766, 0.1638, 0.1825, 0.2157, 0.1987, 0.1612, 0.1510, 0.2049,\n",
|
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+ " 0.1776, 0.1883, 0.1805, 0.1546, 0.1402, 0.1425, 0.1618, 0.1679, 0.2168,\n",
|
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+ " 0.2576, 0.2050, 0.1393, 0.1769, 0.1663, 0.1870, 0.1423, 0.1638, 0.1863,\n",
|
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+ " 0.1241, 0.2786, 0.1586, 0.1642, 0.1616, 0.2780, 0.1535, 0.1544, 0.1591,\n",
|
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+ " 0.1337, 0.1959, 0.1979, 0.1340, 0.1501, 0.1638, 0.1675, 0.1135, 0.4228,\n",
|
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+ " 0.1938, 0.1696, 0.1884, 0.2080, 0.1734, 0.2006, 0.1703, 0.1815, 0.2461,\n",
|
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+ " 0.1644, 0.1300, 0.2271, 0.1637, 0.2012, 0.1557, 0.1677, 0.1721, 0.2043,\n",
|
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+ " 0.1883, 0.2088, 0.2131, 0.1849, 0.1575, 0.1490, 0.1862, 0.2079, 0.1947,\n",
|
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+ " 0.1300, 0.1373, 0.1978, 0.2076, 0.1399, 0.1475, 0.1157, 0.1946, 0.1646,\n",
|
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+ " 0.2690, 0.2020, 0.1567, 0.1480, 0.1520, 0.2178, 0.1625, 0.1791, 0.1606,\n",
|
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+ " 0.1484, 0.2179, 0.1720, 0.1691, 0.1867, 0.1426, 0.2172, 0.2120, 0.2416,\n",
|
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+ " 0.1613, 0.1337, 0.1733, 0.2337, 0.1618, 0.2419, 0.1825, 0.2028, 0.1653,\n",
|
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+ " 0.1965, 0.1813, 0.1796, 0.1773, 0.2077, 0.1602, 0.1878, 0.1407, 0.1710,\n",
|
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+ " 0.1734, 0.1634, 0.2202, 0.1756, 0.1653, 0.1418, 0.1697, 0.1465, 0.1850,\n",
|
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|
+ " 0.1308, 0.1570, 0.1999, 0.1900, 0.2264, 0.1871, 0.1745, 0.1578, 0.1691,\n",
|
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+ " 0.1559, 0.1828, 0.1839, 0.1188, 0.2121, 0.1843, 0.1345, 0.1880, 0.2031,\n",
|
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+ " 0.1680, 0.2011, 0.1602, 0.1558, 0.2131, 0.2475, 0.2006, 0.1527, 0.2090,\n",
|
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+ " 0.1680, 0.1567, 0.1775, 0.1863, 0.1400, 0.1731, 0.2087, 0.1389, 0.1239,\n",
|
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|
+ " 0.1783, 0.1356, 0.2020, 0.1250, 0.1560, 0.1490, 0.2110, 0.1297, 0.1501,\n",
|
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|
+ " 0.1401, 0.1967, 0.1375, 0.1535, 0.2016, 0.1743, 0.1321, 0.1811, 0.2530,\n",
|
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|
+ " 0.1638, 0.2071, 0.1839, 0.1854, 0.2215, 0.1562, 0.1878, 0.1929, 0.1899,\n",
|
|
|
+ " 0.2379, 0.1115, 0.1543, 0.1955])), ('pretrained_model.layer3.4.bn2.bias', tensor([-0.1421, 0.0230, 0.0021, -0.1050, -0.1934, -0.0710, -0.0386, -0.1806,\n",
|
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+ " 0.0089, 0.0092, 0.0063, 0.0065, 0.0067, 0.0060, 0.0163, 0.0082, 0.0075,\n",
|
|
|
+ " 0.0069, 0.0081, 0.0069, 0.0054, 0.0070, 0.0058, 0.0045, 0.0062, 0.0073,\n",
|
|
|
+ " 0.0041, 0.0051, 0.0069, 0.0067, 0.0044, 0.0048, 0.0058, 0.0101, 0.0062,\n",
|
|
|
+ " 0.0082, 0.0074, 0.0091, 0.0060, 0.0078, 0.0067, 0.0063, 0.0079, 0.0086,\n",
|
|
|
+ " 0.0070, 0.0083, 0.0192, 0.0106, 0.0086, 0.0061, 0.0077, 0.0112, 0.0069,\n",
|
|
|
+ " 0.0182, 0.0066, 0.0059, 0.0083, 0.0069, 0.0086, 0.0100, 0.0062, 0.0128,\n",
|
|
|
+ " 0.0052, 0.0066, 0.0077, 0.0084, 0.0082, 0.0076, 0.0067, 0.0072, 0.0078,\n",
|
|
|
+ " 0.0105, 0.0058, 0.0094, 0.0253, 0.0083, 0.0109, 0.0123, 0.0086, 0.0076,\n",
|
|
|
+ " 0.0113, 0.0096, 0.0084, 0.0066, 0.0060, 0.0052, 0.0064, 0.0054, 0.0103,\n",
|
|
|
+ " 0.0062, 0.0106, 0.0064, 0.0138, 0.0092, 0.0068, 0.0041, 0.0080, 0.0069,\n",
|
|
|
+ " 0.0057, 0.0075, 0.0066, 0.0150, 0.0044, 0.0086, 0.0166, 0.0107, 0.0061,\n",
|
|
|
+ " 0.0057, 0.0072, 0.0081, 0.0093, 0.0074, 0.0076, 0.0065, 0.0091, 0.0058,\n",
|
|
|
+ " 0.0078, 0.0103, 0.0045, 0.0049, 0.0100, 0.0062, 0.0081, 0.0083, 0.0041,\n",
|
|
|
+ " 0.0100, 0.0074, 0.0166, 0.0072, 0.0051, 0.0052, 0.0062, 0.0085, 0.0049,\n",
|
|
|
+ " 0.0118, 0.0053, 0.0069, 0.0075, 0.0080, 0.0057, 0.0057, 0.0069, 0.0053,\n",
|
|
|
+ " 0.0063, 0.0076, 0.0055, 0.0080, 0.0051, 0.0037, 0.0096, 0.0076, 0.0097,\n",
|
|
|
+ " 0.0072, 0.0063, 0.0088, 0.0101, 0.0058, 0.0121, 0.0060, 0.0066, 0.0272,\n",
|
|
|
+ " 0.0075, 0.0064, 0.0071, 0.0069, 0.0102, 0.0055, 0.0049, 0.0103, 0.0062,\n",
|
|
|
+ " 0.0047, 0.0061, 0.0072, 0.0118, 0.0147, 0.0066, 0.0056, 0.0057, 0.0094,\n",
|
|
|
+ " 0.0118, 0.0064, 0.0047, 0.0084, 0.0049, 0.0058, 0.0075, 0.0069, 0.0056,\n",
|
|
|
+ " 0.0062, 0.0281, 0.0052, 0.0100])), ('pretrained_model.layer3.5.bn1.num_batches_tracked', tensor(0)), ('pretrained_model.layer3.5.conv2.weight', tensor([[[[-2.2260e-02, -3.9648e-02, -2.8011e-02],\n",
|
|
|
+ " [-6.4033e-03, 2.1638e-02, -1.0362e-02],\n",
|
|
|
+ " [-8.9036e-05, 5.9937e-03, -7.1463e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.9983e-02, 3.2845e-02, 2.0212e-02],\n",
|
|
|
+ " [ 4.2529e-02, 6.9132e-02, 4.1190e-02],\n",
|
|
|
+ " [-3.4303e-03, 1.5193e-02, -2.0973e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.4477e-03, -7.1175e-04, -4.3929e-03],\n",
|
|
|
+ " [-2.9642e-03, -1.8552e-02, -3.3893e-03],\n",
|
|
|
+ " [ 1.6426e-02, 6.4120e-03, 7.9740e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.4184e-03, 1.2749e-02, 1.0057e-02],\n",
|
|
|
+ " [-4.1500e-03, 5.3795e-03, -4.7064e-03],\n",
|
|
|
+ " [-2.2759e-02, 2.5227e-03, 5.1394e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.8681e-03, 9.5230e-03, 2.7378e-04],\n",
|
|
|
+ " [ 2.0685e-03, 1.9345e-03, 1.2240e-02],\n",
|
|
|
+ " [-1.0983e-03, 4.1760e-03, -2.6986e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.2788e-03, 3.5934e-03, 1.9993e-02],\n",
|
|
|
+ " [-4.0786e-03, -7.6604e-03, 6.0776e-03],\n",
|
|
|
+ " [ 1.5745e-03, 7.7777e-03, 2.1693e-03]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 1.1026e-02, -4.0366e-04, 1.1586e-02],\n",
|
|
|
+ " [ 6.8225e-03, -1.9379e-02, 2.0669e-02],\n",
|
|
|
+ " [-2.5925e-03, 1.1815e-03, 1.2367e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.9921e-02, -1.8411e-02, -1.0427e-02],\n",
|
|
|
+ " [-1.4819e-02, -6.9539e-03, 8.6664e-03],\n",
|
|
|
+ " [ 1.3412e-02, 9.6042e-03, 1.2378e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.1162e-03, 1.3314e-02, 5.6768e-03],\n",
|
|
|
+ " [ 4.1374e-03, -4.9322e-04, -6.6439e-03],\n",
|
|
|
+ " [ 5.5567e-03, 3.1205e-03, -2.0748e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 9.0484e-03, -5.6356e-03, -1.1688e-02],\n",
|
|
|
+ " [ 1.3198e-02, -6.6311e-03, -2.2092e-02],\n",
|
|
|
+ " [ 1.0403e-02, -2.2510e-02, -2.9443e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.0290e-02, -2.0856e-02, -2.6511e-02],\n",
|
|
|
+ " [-1.1349e-02, 3.4035e-03, -4.3102e-03],\n",
|
|
|
+ " [-1.5608e-02, -1.8607e-02, -1.2753e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.9362e-03, -1.6676e-02, -3.2642e-03],\n",
|
|
|
+ " [-2.5912e-03, 5.1641e-03, -3.3707e-03],\n",
|
|
|
+ " [-1.7993e-02, -1.7660e-02, -2.3038e-02]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[-1.7567e-02, -2.2952e-02, -1.8661e-02],\n",
|
|
|
+ " [-2.0988e-02, -2.0038e-02, -2.1512e-02],\n",
|
|
|
+ " [-5.8344e-03, -3.7850e-03, -1.1810e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 8.8112e-03, 1.3343e-02, 1.1964e-02],\n",
|
|
|
+ " [-5.6388e-03, -3.3499e-02, -4.4749e-03],\n",
|
|
|
+ " [ 1.7168e-02, 4.0749e-02, 2.2441e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-9.4361e-03, -1.4531e-02, -7.2054e-03],\n",
|
|
|
+ " [-3.5840e-03, 1.8911e-02, -7.4140e-03],\n",
|
|
|
+ " [-3.7807e-02, -2.3539e-02, -3.2337e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.9499e-03, 1.3369e-02, 2.7547e-02],\n",
|
|
|
+ " [-2.3536e-02, 5.0829e-03, 1.0186e-02],\n",
|
|
|
+ " [-1.8971e-02, 3.4553e-03, -4.2330e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.0452e-02, 2.2754e-02, 1.2129e-02],\n",
|
|
|
+ " [-4.3561e-03, 5.5333e-03, -1.0145e-02],\n",
|
|
|
+ " [-1.7122e-04, -6.7373e-03, -9.5140e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.7533e-02, -2.0910e-02, -2.2903e-02],\n",
|
|
|
+ " [-1.7404e-02, -2.8317e-02, -1.0493e-02],\n",
|
|
|
+ " [-9.1695e-03, -1.2112e-02, 5.6125e-03]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[-2.0530e-02, -6.4405e-03, 6.9137e-03],\n",
|
|
|
+ " [-1.2675e-02, -2.4896e-02, -3.5242e-03],\n",
|
|
|
+ " [-2.0822e-02, -3.1040e-02, -1.8211e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.7500e-02, -1.7950e-02, -6.7621e-03],\n",
|
|
|
+ " [-1.4352e-04, -3.2041e-03, 1.1870e-03],\n",
|
|
|
+ " [ 2.1767e-02, 3.5243e-02, 1.6755e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.0542e-02, -1.0970e-02, -5.2811e-03],\n",
|
|
|
+ " [ 2.1606e-02, -1.2961e-02, 2.6672e-02],\n",
|
|
|
+ " [ 4.3930e-02, 6.0701e-03, 4.1282e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.8318e-02, 5.4445e-03, 3.3312e-02],\n",
|
|
|
+ " [-1.6307e-02, -1.8281e-02, 2.1654e-02],\n",
|
|
|
+ " [ 3.0221e-03, 2.7710e-04, 3.8022e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.5334e-03, -4.3754e-03, 5.0223e-03],\n",
|
|
|
+ " [ 6.9202e-03, -1.9324e-02, 7.3024e-03],\n",
|
|
|
+ " [ 2.7861e-03, 2.4947e-02, 1.7646e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.7330e-02, -2.2748e-02, -2.0858e-02],\n",
|
|
|
+ " [-1.8565e-02, -1.1404e-02, -3.0346e-02],\n",
|
|
|
+ " [-1.4077e-02, -1.7814e-02, -1.0409e-02]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 1.6292e-02, 1.2617e-02, 1.9300e-02],\n",
|
|
|
+ " [ 1.6097e-02, -5.3652e-04, 3.7776e-04],\n",
|
|
|
+ " [ 1.4628e-02, 2.0076e-02, 1.4455e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.5200e-04, -1.9032e-02, -1.3610e-02],\n",
|
|
|
+ " [-2.2124e-02, -1.6775e-02, -2.3134e-02],\n",
|
|
|
+ " [-1.2527e-02, -7.8079e-03, -1.1489e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.2289e-03, 1.0485e-03, -7.3356e-03],\n",
|
|
|
+ " [-1.3521e-02, 3.0286e-03, -2.6432e-03],\n",
|
|
|
+ " [-2.0943e-02, -2.2949e-02, -1.8315e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.4831e-02, -6.6432e-03, -5.8144e-03],\n",
|
|
|
+ " [-1.5640e-02, -3.4158e-04, 2.8537e-03],\n",
|
|
|
+ " [-4.3114e-02, -8.6753e-03, 1.8092e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.3272e-02, -8.2040e-03, -1.6814e-02],\n",
|
|
|
+ " [-1.5493e-02, -3.9375e-03, -9.3863e-03],\n",
|
|
|
+ " [-5.6911e-03, 2.9054e-03, 4.3298e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.3840e-02, -9.9186e-03, -5.6268e-03],\n",
|
|
|
+ " [-1.2431e-02, 1.2717e-03, -1.1998e-02],\n",
|
|
|
+ " [-1.0935e-02, -2.3813e-03, -4.4153e-05]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[-1.6417e-02, -1.2282e-02, -3.5479e-03],\n",
|
|
|
+ " [-4.2828e-03, -6.7817e-03, 4.0670e-03],\n",
|
|
|
+ " [-1.4622e-02, -2.2222e-02, 2.9553e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 8.8843e-04, -1.3658e-02, -3.3733e-03],\n",
|
|
|
+ " [-1.2046e-04, -1.4083e-02, -1.0296e-02],\n",
|
|
|
+ " [-3.6013e-03, -1.6526e-02, -1.4278e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.0722e-02, -1.7944e-03, 8.0081e-03],\n",
|
|
|
+ " [-4.6970e-03, -1.6304e-02, 2.7316e-03],\n",
|
|
|
+ " [ 2.9470e-03, -1.6900e-02, 7.8509e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.0316e-02, -1.1266e-02, 2.3070e-02],\n",
|
|
|
+ " [-1.0308e-02, -2.8714e-03, -1.8689e-03],\n",
|
|
|
+ " [-2.2882e-02, 1.1870e-03, 3.8054e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.1109e-02, 9.1714e-03, 1.6178e-02],\n",
|
|
|
+ " [ 2.3087e-02, 1.2238e-02, 2.6928e-02],\n",
|
|
|
+ " [ 1.7317e-02, 1.9485e-02, 1.9774e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-9.8742e-03, -7.4011e-03, 4.7701e-03],\n",
|
|
|
+ " [ 2.8145e-03, 1.2734e-02, 1.3388e-02],\n",
|
|
|
+ " [-2.0782e-02, -1.7423e-02, -1.1668e-02]]]])), ('pretrained_model.layer3.5.bn2.weight', tensor([0.1983, 0.1364, 0.1950, 0.2031, 0.1945, 0.1897, 0.1982, 0.1465, 0.2076,\n",
|
|
|
+ " 0.1704, 0.2084, 0.1539, 0.1841, 0.1782, 0.1896, 0.1703, 0.2030, 0.1944,\n",
|
|
|
+ " 0.1750, 0.1622, 0.1840, 0.1846, 0.2935, 0.2147, 0.2455, 0.2101, 0.1941,\n",
|
|
|
+ " 0.1808, 0.1574, 0.1239, 0.2981, 0.1756, 0.2219, 0.1467, 0.2154, 0.2170,\n",
|
|
|
+ " 0.1701, 0.1989, 0.2034, 0.2503, 0.2571, 0.1787, 0.1337, 0.2081, 0.1977,\n",
|
|
|
+ " 0.1612, 0.1670, 0.1670, 0.1926, 0.1890, 0.1299, 0.2181, 0.2121, 0.1858,\n",
|
|
|
+ " 0.2346, 0.2027, 0.2783, 0.2453, 0.2408, 0.1766, 0.1227, 0.1923, 0.1803,\n",
|
|
|
+ " 0.1934, 0.2152, 0.2264, 0.2132, 0.2105, 0.1581, 0.1780, 0.2101, 0.1638,\n",
|
|
|
+ " 0.1537, 0.2019, 0.1677, 0.3008, 0.1776, 0.2011, 0.1881, 0.2058, 0.2116,\n",
|
|
|
+ " 0.1586, 0.1658, 0.1917, 0.1647, 0.1472, 0.1894, 0.1824, 0.2329, 0.2120,\n",
|
|
|
+ " 0.2025, 0.1678, 0.1760, 0.1667, 0.2453, 0.1879, 0.1635, 0.2038, 0.2078,\n",
|
|
|
+ " 0.2202, 0.2518, 0.1809, 0.1738, 0.2037, 0.2157, 0.2347, 0.1967, 0.2202,\n",
|
|
|
+ " 0.2262, 0.1802, 0.1838, 0.1312, 0.1861, 0.1452, 0.1943, 0.1902, 0.2428,\n",
|
|
|
+ " 0.2535, 0.1505, 0.1632, 0.1455, 0.2068, 0.2277, 0.2146, 0.1635, 0.1401,\n",
|
|
|
+ " 0.1793, 0.1774, 0.1759, 0.2019, 0.1991, 0.1820, 0.2003, 0.1747, 0.1614,\n",
|
|
|
+ " 0.1966, 0.1982, 0.2316, 0.2260, 0.1778, 0.1666, 0.2409, 0.2016, 0.1706,\n",
|
|
|
+ " 0.1943, 0.2279, 0.1557, 0.1260, 0.1860, 0.1846, 0.1887, 0.2138, 0.1906,\n",
|
|
|
+ " 0.2140, 0.1640, 0.1480, 0.1968, 0.1177, 0.1954, 0.1576, 0.1682, 0.2069,\n",
|
|
|
+ " 0.1837, 0.1888, 0.1902, 0.1699, 0.1707, 0.1902, 0.1834, 0.1514, 0.1710,\n",
|
|
|
+ " 0.1163, 0.1640, 0.2793, 0.1992, 0.1745, 0.2313, 0.2278, 0.1903, 0.1274,\n",
|
|
|
+ " 0.1445, 0.2723, 0.2519, 0.1944, 0.2176, 0.2062, 0.2857, 0.1899, 0.1641,\n",
|
|
|
+ " 0.2001, 0.1860, 0.2034, 0.1564, 0.1229, 0.1560, 0.1916, 0.2610, 0.1817,\n",
|
|
|
+ " 0.2567, 0.5776, 0.1306, 0.2221, 0.2035, 0.2291, 0.1572, 0.2041, 0.2242,\n",
|
|
|
+ " 0.1998, 0.2005, 0.1811, 0.1857, 0.2645, 0.1877, 0.2400, 0.1635, 0.2115,\n",
|
|
|
+ " 0.1957, 0.1331, 0.1524, 0.2094, 0.2080, 0.1930, 0.2086, 0.2510, 0.1876,\n",
|
|
|
+ " 0.1948, 0.1874, 0.1654, 0.2486, 0.1348, 0.1875, 0.2804, 0.2041, 0.1271,\n",
|
|
|
+ " 0.2354, 0.6525, 0.1743, 0.1388, 0.1717, 0.2121, 0.1853, 0.2069, 0.1914,\n",
|
|
|
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+ " -4.0582e-02])), ('pretrained_model.layer3.5.bn2.running_var', tensor([0.0080, 0.0096, 0.0151, 0.0143, 0.0076, 0.0072, 0.0080, 0.0135, 0.0063,\n",
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|
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|
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|
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|
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|
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|
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|
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+ " 0.0157, 0.0130, 0.0171, 0.0087, 0.0155, 0.0110, 0.0145, 0.0077, 0.0103,\n",
|
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|
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+ " 0.0184, 0.0670, 0.0247, 0.0072, 0.0232, 0.0421, 0.0111, 0.0122, 0.0114,\n",
|
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+ " 0.0158, 0.0087, 0.0135, 0.0192, 0.0149, 0.0100, 0.0165, 0.0108, 0.0086,\n",
|
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+ " 0.0083, 0.0206, 0.0082, 0.0081, 0.0115, 0.0123, 0.0084, 0.0145, 0.0077,\n",
|
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+ " 0.0097, 0.0080, 0.0088, 0.0215, 0.0186, 0.0093, 0.0496, 0.0086, 0.0319,\n",
|
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+ " 0.0114, 0.0703, 0.0079, 0.0172, 0.0083, 0.0074, 0.0147, 0.0136, 0.0101,\n",
|
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+ " 0.0143, 0.0150, 0.0090, 0.0104, 0.0099, 0.0211, 0.0083, 0.0176, 0.0199,\n",
|
|
|
+ " 0.0082, 0.0122, 0.0091, 0.0564])), ('pretrained_model.layer3.5.bn2.num_batches_tracked', tensor(0)), ('pretrained_model.layer3.5.conv3.weight', tensor([[[[-1.0014e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.4164e-03]],\n",
|
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+ "\n",
|
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+ " [[-9.5510e-05]],\n",
|
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+ "\n",
|
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+ " ...,\n",
|
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+ "\n",
|
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+ " [[ 6.0291e-04]],\n",
|
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+ "\n",
|
|
|
+ " [[ 2.6667e-03]],\n",
|
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+ "\n",
|
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|
+ " [[ 7.4253e-04]]],\n",
|
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+ "\n",
|
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+ "\n",
|
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+ " [[[-7.9382e-03]],\n",
|
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+ "\n",
|
|
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+ " [[ 1.4982e-02]],\n",
|
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|
+ "\n",
|
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+ " [[ 6.7769e-02]],\n",
|
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+ "\n",
|
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+ " ...,\n",
|
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+ "\n",
|
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+ " [[-2.3048e-02]],\n",
|
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+ "\n",
|
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+ " [[-4.0591e-04]],\n",
|
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+ "\n",
|
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|
+ " [[-2.8474e-03]]],\n",
|
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+ "\n",
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+ "\n",
|
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+ " [[[-4.1840e-02]],\n",
|
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+ "\n",
|
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+ " [[-1.0307e-02]],\n",
|
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+ "\n",
|
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+ " [[-8.6885e-03]],\n",
|
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+ "\n",
|
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+ " ...,\n",
|
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+ "\n",
|
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+ " [[-2.1047e-03]],\n",
|
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+ "\n",
|
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|
+ " [[ 7.0608e-03]],\n",
|
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|
+ "\n",
|
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|
+ " [[-3.7885e-02]]],\n",
|
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+ "\n",
|
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+ "\n",
|
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+ " ...,\n",
|
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+ "\n",
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+ "\n",
|
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+ " [[[-3.1977e-02]],\n",
|
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+ "\n",
|
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|
+ " [[ 5.4819e-03]],\n",
|
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|
+ "\n",
|
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+ " [[-8.7492e-03]],\n",
|
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+ "\n",
|
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+ " ...,\n",
|
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|
+ "\n",
|
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|
+ " [[ 3.2474e-02]],\n",
|
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+ "\n",
|
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|
+ " [[ 8.3009e-03]],\n",
|
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|
+ "\n",
|
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+ " [[-1.2829e-02]]],\n",
|
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+ "\n",
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+ "\n",
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+ " [[[-1.3052e-02]],\n",
|
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+ "\n",
|
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+ " [[-2.9497e-03]],\n",
|
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|
+ "\n",
|
|
|
+ " [[ 1.9505e-02]],\n",
|
|
|
+ "\n",
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+ " -0.0568, -0.0329, -0.0563, -0.0300, -0.0298, -0.0437, -0.0847, -0.0843])), ('pretrained_model.layer4.0.bn1.running_var', tensor([0.0161, 0.0092, 0.0088, 0.0097, 0.0176, 0.0063, 0.0075, 0.0065, 0.0149,\n",
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+ " 0.0096, 0.0142, 0.0175, 0.0114, 0.0108, 0.0091, 0.0088, 0.0073, 0.0339,\n",
|
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+ " 0.0079, 0.0060, 0.0112, 0.0169, 0.0095, 0.0052, 0.0074, 0.0049, 0.0066,\n",
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|
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+ " 0.0109, 0.0143, 0.0163, 0.0153, 0.0091, 0.0172, 0.0114, 0.0105, 0.0182,\n",
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|
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+ " 0.0255, 0.0102, 0.0128, 0.0072, 0.0071, 0.0126, 0.0155, 0.0134, 0.0201,\n",
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+ " 0.0127, 0.0072, 0.0092, 0.0056, 0.0057, 0.0079, 0.0087, 0.0112, 0.0365,\n",
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+ " 0.0125, 0.0100, 0.0134, 0.0135, 0.0094, 0.0093, 0.0104, 0.0104, 0.0148,\n",
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+ " 0.0093, 0.0072, 0.0116, 0.0100, 0.0067, 0.0077, 0.0116, 0.0075, 0.0064,\n",
|
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+ " 0.0160, 0.0115, 0.0077, 0.0101, 0.0093, 0.0089, 0.0090, 0.0127, 0.0070,\n",
|
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+ " 0.0192, 0.0221, 0.0103, 0.0139, 0.0109, 0.0197, 0.0070, 0.0076, 0.0095,\n",
|
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+ " 0.0078, 0.0063, 0.0085, 0.0097, 0.0104, 0.0174, 0.0082, 0.0204, 0.0070,\n",
|
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+ " 0.0191, 0.0061, 0.0097, 0.0120, 0.0165, 0.0057, 0.0111, 0.0052, 0.0111,\n",
|
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+ " 0.0225, 0.0099, 0.0090, 0.0094, 0.0058, 0.0177, 0.0107, 0.0202, 0.0204,\n",
|
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+ " 0.0118, 0.0140, 0.0094, 0.0102, 0.0074, 0.0115, 0.0089, 0.0065, 0.0095,\n",
|
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+ " 0.0120, 0.0063, 0.0125, 0.0085, 0.0091, 0.0110, 0.0148, 0.0121, 0.0170,\n",
|
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+ " 0.0105, 0.0053, 0.0077, 0.0114, 0.0120, 0.0065, 0.0090, 0.0087, 0.0103,\n",
|
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+ " 0.0097, 0.0225, 0.0107, 0.0143, 0.0096, 0.0086, 0.0065, 0.0070, 0.0097,\n",
|
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+ " 0.0119, 0.0144, 0.0075, 0.0098, 0.0066, 0.0106, 0.0101, 0.0095, 0.0123,\n",
|
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+ " 0.0167, 0.0113, 0.0087, 0.0089, 0.0107, 0.0141, 0.0109, 0.0083, 0.0158,\n",
|
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+ " 0.0072, 0.0058, 0.0112, 0.0124, 0.0114, 0.0083, 0.0097, 0.0091, 0.0069,\n",
|
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+ " 0.0128, 0.0120, 0.0087, 0.0128, 0.0127, 0.0101, 0.0118, 0.0094, 0.0148,\n",
|
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+ " 0.0124, 0.0145, 0.0061, 0.0133, 0.0112, 0.0086, 0.0093, 0.0203, 0.0085,\n",
|
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+ " 0.0082, 0.0103, 0.0137, 0.0092, 0.0141, 0.0108, 0.0052, 0.0268, 0.0215,\n",
|
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+ " 0.0109, 0.0154, 0.0124, 0.0086, 0.0075, 0.0241, 0.0177, 0.0102, 0.0072,\n",
|
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+ " 0.0169, 0.0064, 0.0106, 0.0080, 0.0099, 0.0091, 0.0098, 0.0086, 0.0068,\n",
|
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+ " 0.0138, 0.0089, 0.0183, 0.0065, 0.0213, 0.0102, 0.0061, 0.0099, 0.0068,\n",
|
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+ " 0.0106, 0.0076, 0.0111, 0.0123, 0.0088, 0.0094, 0.0144, 0.0108, 0.0177,\n",
|
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+ " 0.0201, 0.0082, 0.0076, 0.0103, 0.0179, 0.0093, 0.0077, 0.0074, 0.0083,\n",
|
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+ " 0.0088, 0.0071, 0.0066, 0.0053, 0.0168, 0.0188, 0.0057, 0.0128, 0.0131,\n",
|
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+ " 0.0198, 0.0078, 0.0134, 0.0123, 0.0095, 0.0108, 0.0035, 0.0084, 0.0157,\n",
|
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+ " 0.0249, 0.0091, 0.0076, 0.0103, 0.0086, 0.0160, 0.0139, 0.0106, 0.0088,\n",
|
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+ " 0.0109, 0.0062, 0.0086, 0.0060, 0.0162, 0.0070, 0.0080, 0.0135, 0.0126,\n",
|
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+ " 0.0056, 0.0081, 0.0085, 0.0087, 0.0056, 0.0082, 0.0093, 0.0073, 0.0078,\n",
|
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+ " 0.0094, 0.0095, 0.0077, 0.0062, 0.0081, 0.0091, 0.0127, 0.0146, 0.0092,\n",
|
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+ " 0.0117, 0.0095, 0.0103, 0.0094, 0.0099, 0.0101, 0.0087, 0.0064, 0.0101,\n",
|
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+ " 0.0074, 0.0101, 0.0107, 0.0062, 0.0092, 0.0073, 0.0194, 0.0123, 0.0093,\n",
|
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+ " 0.0116, 0.0266, 0.0077, 0.0082, 0.0078, 0.0086, 0.0100, 0.0084, 0.0066,\n",
|
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|
+ " 0.0105, 0.0126, 0.0061, 0.0137, 0.0117, 0.0113, 0.0096, 0.0120, 0.0178,\n",
|
|
|
+ " 0.0065, 0.0160, 0.0086, 0.0068, 0.0189, 0.0075, 0.0148, 0.0144, 0.0122,\n",
|
|
|
+ " 0.0105, 0.0115, 0.0126, 0.0126, 0.0099, 0.0070, 0.0164, 0.0157, 0.0105,\n",
|
|
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+ " 0.0188, 0.0164, 0.0103, 0.0132, 0.0115, 0.0091, 0.0088, 0.0108, 0.0117,\n",
|
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+ " 0.0189, 0.0076, 0.0094, 0.0079, 0.0070, 0.0124, 0.0069, 0.0088, 0.0092,\n",
|
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+ " 0.0223, 0.0186, 0.0095, 0.0138, 0.0150, 0.0081, 0.0072, 0.0106, 0.0085,\n",
|
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|
+ " 0.0203, 0.0089, 0.0189, 0.0094, 0.0085, 0.0139, 0.0132, 0.0080, 0.0093,\n",
|
|
|
+ " 0.0062, 0.0086, 0.0107, 0.0113, 0.0085, 0.0130, 0.0131, 0.0158, 0.0114,\n",
|
|
|
+ " 0.0069, 0.0108, 0.0087, 0.0136, 0.0123, 0.0079, 0.0137, 0.0111, 0.0080,\n",
|
|
|
+ " 0.0077, 0.0327, 0.0113, 0.0121, 0.0097, 0.0086, 0.0120, 0.0099, 0.0095,\n",
|
|
|
+ " 0.0088, 0.0104, 0.0081, 0.0094, 0.0104, 0.0112, 0.0128, 0.0078, 0.0100,\n",
|
|
|
+ " 0.0095, 0.0071, 0.0070, 0.0121, 0.0121, 0.0214, 0.0106, 0.0148, 0.0110,\n",
|
|
|
+ " 0.0151, 0.0144, 0.0097, 0.0157, 0.0090, 0.0061, 0.0061, 0.0169, 0.0114,\n",
|
|
|
+ " 0.0103, 0.0095, 0.0147, 0.0158, 0.0078, 0.0058, 0.0093, 0.0060, 0.0108,\n",
|
|
|
+ " 0.0096, 0.0096, 0.0076, 0.0083, 0.0065, 0.0074, 0.0094, 0.0079])), ('pretrained_model.layer4.0.bn1.num_batches_tracked', tensor(0)), ('pretrained_model.layer4.0.conv2.weight', tensor([[[[-5.0423e-05, -1.0962e-02, 7.7703e-03],\n",
|
|
|
+ " [-5.9257e-03, -5.0643e-03, -2.8951e-03],\n",
|
|
|
+ " [-1.4640e-02, -1.5511e-02, -1.6876e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 9.4395e-03, 1.5716e-02, 6.5847e-03],\n",
|
|
|
+ " [ 1.6648e-02, 8.6742e-03, 1.8575e-02],\n",
|
|
|
+ " [ 1.2583e-02, 1.2471e-02, 2.0795e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.1836e-02, 1.0028e-02, 1.3638e-02],\n",
|
|
|
+ " [ 5.5055e-03, 2.7629e-03, 1.0283e-02],\n",
|
|
|
+ " [ 4.2025e-03, 2.6237e-03, 8.4151e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.6683e-03, -9.9674e-03, -4.2087e-03],\n",
|
|
|
+ " [ 4.2060e-03, -6.8563e-03, -7.9693e-03],\n",
|
|
|
+ " [-2.4735e-03, -1.3793e-02, -1.0838e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.8655e-03, 1.0175e-02, 6.8113e-03],\n",
|
|
|
+ " [ 4.5670e-05, 2.2822e-02, 1.5336e-02],\n",
|
|
|
+ " [ 1.9873e-02, 1.6146e-02, 1.8461e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.4963e-03, -1.6109e-02, -1.0602e-02],\n",
|
|
|
+ " [ 2.9665e-03, -2.6743e-03, 3.3104e-03],\n",
|
|
|
+ " [ 1.9526e-03, 3.1588e-03, 7.9958e-03]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[-1.0495e-02, -5.6854e-03, -1.1569e-02],\n",
|
|
|
+ " [-2.6614e-03, -5.0547e-03, -7.0820e-03],\n",
|
|
|
+ " [-6.2870e-03, -9.6512e-05, -3.3071e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 8.4805e-03, -1.2329e-02, -7.8134e-03],\n",
|
|
|
+ " [ 1.3711e-03, -3.8128e-03, -9.6685e-03],\n",
|
|
|
+ " [ 2.4915e-03, 1.5704e-03, -9.3444e-04]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.8361e-03, -3.6481e-03, -2.5828e-03],\n",
|
|
|
+ " [-9.7470e-03, -5.9932e-03, -3.2187e-03],\n",
|
|
|
+ " [ 2.9059e-04, 5.2320e-03, -1.1678e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.4197e-04, -1.2356e-02, -8.9474e-03],\n",
|
|
|
+ " [-3.5033e-03, -5.1856e-03, -2.3636e-03],\n",
|
|
|
+ " [-2.3891e-03, 3.0510e-03, 8.6964e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.6572e-03, 6.4026e-03, 1.0513e-02],\n",
|
|
|
+ " [ 4.3940e-03, 1.8899e-02, 6.6934e-03],\n",
|
|
|
+ " [ 1.2076e-02, 2.4365e-02, 2.3074e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.5903e-03, 1.5673e-02, 1.4446e-02],\n",
|
|
|
+ " [ 1.0541e-02, -1.0070e-03, 1.6581e-02],\n",
|
|
|
+ " [ 1.1009e-02, 1.9077e-02, 1.8860e-03]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 1.9640e-03, -6.2071e-04, -7.3876e-03],\n",
|
|
|
+ " [-8.7123e-04, 5.9410e-04, -7.9821e-03],\n",
|
|
|
+ " [ 8.6333e-04, 3.4823e-03, -1.0392e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.4296e-03, 1.0248e-02, 2.2635e-03],\n",
|
|
|
+ " [ 9.9592e-03, 1.1542e-02, 9.1201e-03],\n",
|
|
|
+ " [ 4.5598e-03, 1.1619e-02, 8.5142e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.2777e-02, 6.1681e-03, 1.1454e-02],\n",
|
|
|
+ " [-7.0569e-03, 6.8780e-03, 5.0789e-03],\n",
|
|
|
+ " [ 1.8155e-02, 1.4110e-02, 1.5053e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-9.9294e-03, -3.8707e-03, 1.7250e-03],\n",
|
|
|
+ " [-9.1370e-03, -9.5747e-04, -7.4830e-03],\n",
|
|
|
+ " [-8.7667e-03, -1.1457e-04, -1.3441e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.1164e-03, 2.5452e-04, 2.4336e-03],\n",
|
|
|
+ " [ 5.4423e-03, -4.8939e-03, 8.4228e-03],\n",
|
|
|
+ " [ 2.0466e-03, 7.1158e-03, 5.8269e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.1400e-04, -1.0155e-02, -2.9110e-03],\n",
|
|
|
+ " [-4.3114e-03, -1.2538e-02, -3.9011e-03],\n",
|
|
|
+ " [-8.1369e-03, -1.8478e-02, -3.3005e-03]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 1.0515e-03, 6.3064e-03, 6.9530e-03],\n",
|
|
|
+ " [ 2.3379e-03, -7.1429e-03, -1.1626e-02],\n",
|
|
|
+ " [ 1.5480e-03, 4.5345e-03, -5.9408e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.4307e-03, -1.2683e-02, -6.7815e-03],\n",
|
|
|
+ " [-1.8457e-02, -2.4628e-02, -2.8986e-02],\n",
|
|
|
+ " [-1.8771e-02, -1.8087e-02, -1.3633e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.1604e-02, 1.9798e-02, 2.4032e-02],\n",
|
|
|
+ " [ 2.0278e-02, 1.9641e-02, 3.5305e-02],\n",
|
|
|
+ " [ 1.8795e-02, 2.3249e-02, 2.5793e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.1662e-03, 5.3831e-03, -6.8517e-04],\n",
|
|
|
+ " [ 5.4802e-03, 1.0781e-02, 8.7782e-03],\n",
|
|
|
+ " [ 1.1334e-02, 1.1959e-03, 5.8689e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.4675e-03, 1.2154e-03, 8.8316e-04],\n",
|
|
|
+ " [-3.3504e-03, -5.7823e-03, 2.4605e-03],\n",
|
|
|
+ " [-6.4041e-03, -1.8811e-03, -3.8719e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.5035e-03, 1.2695e-02, 1.1141e-02],\n",
|
|
|
+ " [ 5.8060e-03, -3.4438e-03, 5.4058e-04],\n",
|
|
|
+ " [ 8.3495e-03, 9.3498e-04, -1.2256e-02]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[-1.1845e-02, 3.3914e-03, -8.2730e-03],\n",
|
|
|
+ " [-2.0476e-02, 5.0373e-04, -5.9914e-04],\n",
|
|
|
+ " [-1.2707e-02, -3.7435e-03, -1.3905e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.0753e-02, -4.9825e-03, -7.8857e-03],\n",
|
|
|
+ " [-7.8919e-03, -5.3626e-03, -9.6301e-03],\n",
|
|
|
+ " [-2.1605e-02, -3.8846e-03, -6.0327e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.1721e-03, -2.1266e-03, -2.6178e-03],\n",
|
|
|
+ " [-1.2706e-03, -5.3327e-03, 1.0710e-02],\n",
|
|
|
+ " [-1.2358e-02, -3.4695e-03, 4.0394e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.4600e-03, -4.6358e-03, -3.1793e-03],\n",
|
|
|
+ " [-7.8543e-03, 4.6052e-03, 2.6923e-03],\n",
|
|
|
+ " [-3.3655e-03, 1.0670e-03, 4.9421e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.7740e-02, 3.8359e-02, 3.3684e-02],\n",
|
|
|
+ " [ 1.8530e-02, 1.0653e-02, 2.9453e-02],\n",
|
|
|
+ " [ 1.6576e-02, 2.8362e-02, 3.2225e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-9.8405e-03, -1.0577e-03, 5.9674e-03],\n",
|
|
|
+ " [ 7.4877e-03, 1.3042e-02, 1.8538e-02],\n",
|
|
|
+ " [ 9.7554e-03, -3.4941e-03, 1.0279e-02]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[-1.3159e-02, -8.1393e-03, -1.0366e-02],\n",
|
|
|
+ " [-8.4063e-03, -1.1576e-02, -1.4037e-02],\n",
|
|
|
+ " [-1.9387e-02, -2.0046e-02, -1.4405e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.0949e-03, 9.3162e-03, 4.2943e-03],\n",
|
|
|
+ " [ 2.1350e-03, 1.5734e-02, 6.8997e-03],\n",
|
|
|
+ " [-3.1718e-03, -1.9356e-04, 7.7731e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.0942e-02, -1.9239e-02, -1.5174e-02],\n",
|
|
|
+ " [-9.0907e-03, -1.4787e-02, -1.1845e-02],\n",
|
|
|
+ " [-1.1123e-02, -2.3507e-02, -2.4897e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.7341e-03, -6.9284e-03, -8.2398e-03],\n",
|
|
|
+ " [-1.4212e-02, -1.2563e-02, -8.2822e-03],\n",
|
|
|
+ " [-6.4475e-03, -1.4297e-03, -9.1359e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.2265e-02, -2.7944e-03, 7.7046e-03],\n",
|
|
|
+ " [-3.9848e-03, -5.6192e-03, -6.9252e-03],\n",
|
|
|
+ " [ 1.4317e-03, -8.6719e-03, 7.0849e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.7420e-03, 1.3224e-02, 6.6733e-03],\n",
|
|
|
+ " [ 8.1195e-03, -4.2914e-04, 5.4927e-03],\n",
|
|
|
+ " [ 6.1726e-04, -1.0891e-02, -6.1557e-03]]]])), ('pretrained_model.layer4.0.bn2.weight', tensor([0.2299, 0.1957, 0.1911, 0.2140, 0.2217, 0.2839, 0.1902, 0.2664, 0.1936,\n",
|
|
|
+ " 0.1634, 0.1433, 0.2101, 0.2994, 0.2207, 0.2137, 0.2011, 0.2196, 0.1620,\n",
|
|
|
+ " 0.1794, 0.1706, 0.1889, 0.1721, 0.1552, 0.2103, 0.2145, 0.1710, 0.1664,\n",
|
|
|
+ " 0.1799, 0.2230, 0.1683, 0.1423, 0.1300, 0.1981, 0.1355, 0.2577, 0.2405,\n",
|
|
|
+ " 0.1914, 0.2528, 0.2012, 0.1959, 0.2331, 0.1450, 0.2118, 0.1696, 0.1796,\n",
|
|
|
+ " 0.1631, 0.1595, 0.2339, 0.2534, 0.2066, 0.1531, 0.1969, 0.1581, 0.1591,\n",
|
|
|
+ " 0.2499, 0.1725, 0.2080, 0.1843, 0.2249, 0.2029, 0.2158, 0.1355, 0.1926,\n",
|
|
|
+ " 0.1784, 0.2154, 0.2116, 0.2157, 0.1905, 0.2031, 0.1648, 0.1264, 0.1910,\n",
|
|
|
+ " 0.1919, 0.2235, 0.1696, 0.1501, 0.1688, 0.2377, 0.1737, 0.2126, 0.2192,\n",
|
|
|
+ " 0.1838, 0.1774, 0.1931, 0.1721, 0.1851, 0.2077, 0.2240, 0.1697, 0.2091,\n",
|
|
|
+ " 0.2017, 0.1781, 0.1848, 0.1680, 0.3899, 0.2453, 0.1888, 0.2208, 0.1685,\n",
|
|
|
+ " 0.1768, 0.2133, 0.2067, 0.1865, 0.2312, 0.2995, 0.2094, 0.2856, 0.2410,\n",
|
|
|
+ " 0.1566, 0.1965, 0.1790, 0.1620, 0.1657, 0.2003, 0.1775, 0.1806, 0.1717,\n",
|
|
|
+ " 0.1612, 0.1822, 0.1629, 0.1701, 0.2116, 0.2479, 0.2106, 0.2227, 0.1533,\n",
|
|
|
+ " 0.2128, 0.1839, 0.2088, 0.2592, 0.1876, 0.2063, 0.2228, 0.2266, 0.1620,\n",
|
|
|
+ " 0.1484, 0.1456, 0.2857, 0.2064, 0.1744, 0.2017, 0.1455, 0.1769, 0.1944,\n",
|
|
|
+ " 0.2196, 0.1465, 0.1169, 0.1718, 0.1437, 0.2222, 0.1645, 0.1875, 0.2371,\n",
|
|
|
+ " 0.2878, 0.1556, 0.1789, 0.1647, 0.1810, 0.1879, 0.2251, 0.2124, 0.1581,\n",
|
|
|
+ " 0.1882, 0.2195, 0.1687, 0.2205, 0.1907, 0.1263, 0.1917, 0.1508, 0.1760,\n",
|
|
|
+ " 0.2881, 0.2425, 0.2814, 0.1764, 0.2351, 0.1443, 0.1643, 0.2307, 0.2129,\n",
|
|
|
+ " 0.1961, 0.1971, 0.2178, 0.1698, 0.2694, 0.1956, 0.2308, 0.1763, 0.1779,\n",
|
|
|
+ " 0.1700, 0.1936, 0.1643, 0.1622, 0.1293, 0.1603, 0.2109, 0.1785, 0.1917,\n",
|
|
|
+ " 0.1865, 0.2196, 0.3066, 0.2127, 0.1824, 0.1802, 0.1667, 0.2244, 0.1718,\n",
|
|
|
+ " 0.2858, 0.1579, 0.1953, 0.2530, 0.2108, 0.1738, 0.2112, 0.1784, 0.2058,\n",
|
|
|
+ " 0.2579, 0.2065, 0.2148, 0.1931, 0.2332, 0.2159, 0.2294, 0.1463, 0.2122,\n",
|
|
|
+ " 0.1572, 0.1528, 0.1821, 0.1715, 0.1840, 0.1840, 0.1585, 0.1794, 0.2011,\n",
|
|
|
+ " 0.2064, 0.2103, 0.1921, 0.2003, 0.2546, 0.2443, 0.2663, 0.2212, 0.1827,\n",
|
|
|
+ " 0.2405, 0.1941, 0.1993, 0.2062, 0.2391, 0.1511, 0.2110, 0.2234, 0.2028,\n",
|
|
|
+ " 0.1995, 0.2553, 0.2095, 0.2237, 0.2018, 0.1959, 0.2037, 0.2168, 0.1894,\n",
|
|
|
+ " 0.1954, 0.1657, 0.2372, 0.2059, 0.1570, 0.1622, 0.2213, 0.2009, 0.1849,\n",
|
|
|
+ " 0.2106, 0.2089, 0.1652, 0.2449, 0.1625, 0.2680, 0.1855, 0.1376, 0.2660,\n",
|
|
|
+ " 0.2137, 0.2208, 0.1899, 0.1670, 0.2646, 0.2264, 0.2198, 0.1925, 0.2117,\n",
|
|
|
+ " 0.2079, 0.1838, 0.1927, 0.2817, 0.2385, 0.2127, 0.2223, 0.1547, 0.2048,\n",
|
|
|
+ " 0.1879, 0.1893, 0.2146, 0.1433, 0.2486, 0.2352, 0.1503, 0.1881, 0.2391,\n",
|
|
|
+ " 0.1806, 0.2276, 0.2278, 0.2686, 0.2822, 0.2377, 0.2723, 0.1727, 0.1484,\n",
|
|
|
+ " 0.1834, 0.1748, 0.1817, 0.2558, 0.2385, 0.1533, 0.1753, 0.1771, 0.1679,\n",
|
|
|
+ " 0.1836, 0.2225, 0.2195, 0.2088, 0.2028, 0.2092, 0.1278, 0.2195, 0.2605,\n",
|
|
|
+ " 0.2255, 0.1981, 0.1730, 0.1172, 0.2529, 0.1951, 0.2398, 0.2467, 0.1953,\n",
|
|
|
+ " 0.1941, 0.1616, 0.1725, 0.1840, 0.1664, 0.2324, 0.1459, 0.1552, 0.2241,\n",
|
|
|
+ " 0.1989, 0.2341, 0.1962, 0.1579, 0.2550, 0.1896, 0.2199, 0.2099, 0.2159,\n",
|
|
|
+ " 0.1610, 0.1693, 0.1579, 0.1942, 0.1779, 0.2027, 0.1736, 0.1899, 0.2243,\n",
|
|
|
+ " 0.2316, 0.2514, 0.1732, 0.1389, 0.1657, 0.1732, 0.2208, 0.2245, 0.1899,\n",
|
|
|
+ " 0.2354, 0.1605, 0.1755, 0.1993, 0.1249, 0.2467, 0.2026, 0.1551, 0.2493,\n",
|
|
|
+ " 0.2477, 0.2109, 0.2390, 0.2454, 0.2387, 0.1867, 0.1835, 0.1698, 0.1536,\n",
|
|
|
+ " 0.1997, 0.2686, 0.1717, 0.1604, 0.2106, 0.2116, 0.1590, 0.1840, 0.1569,\n",
|
|
|
+ " 0.2427, 0.1674, 0.2137, 0.2251, 0.2931, 0.1800, 0.2238, 0.1974, 0.2766,\n",
|
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|
+ " 0.3089, 0.1906, 0.2186, 0.1825, 0.1218, 0.1703, 0.1714, 0.2180, 0.2109,\n",
|
|
|
+ " 0.2369, 0.2079, 0.1804, 0.2066, 0.2163, 0.1894, 0.2523, 0.2010, 0.1828,\n",
|
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|
+ " 0.1904, 0.1952, 0.1566, 0.1426, 0.1810, 0.1978, 0.1768, 0.2169, 0.2338,\n",
|
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|
+ " 0.1561, 0.2024, 0.2198, 0.1847, 0.1900, 0.1821, 0.1786, 0.2557, 0.1954,\n",
|
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|
+ " 0.2317, 0.2323, 0.1912, 0.1577, 0.1744, 0.2497, 0.1986, 0.1921, 0.1622,\n",
|
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|
+ " 0.1344, 0.1625, 0.2334, 0.1406, 0.1613, 0.2147, 0.2081, 0.1522, 0.2427,\n",
|
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|
+ " 0.2523, 0.2109, 0.1754, 0.1542, 0.2280, 0.2700, 0.2306, 0.1944, 0.2187,\n",
|
|
|
+ " 0.1659, 0.1890, 0.1790, 0.1666, 0.1901, 0.1479, 0.1761, 0.1553, 0.2495,\n",
|
|
|
+ " 0.1868, 0.1667, 0.2138, 0.2144, 0.1798, 0.1395, 0.1438, 0.1857, 0.2027,\n",
|
|
|
+ " 0.1620, 0.2184, 0.2227, 0.2025, 0.2025, 0.2153, 0.2129, 0.2537, 0.1561,\n",
|
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+ " 0.2248, 0.2002, 0.1593, 0.1753, 0.2434, 0.1675, 0.1757, 0.2136])), ('pretrained_model.layer4.0.bn2.bias', tensor([-6.2766e-02, -1.4485e-01, -7.3511e-02, -8.0317e-02, -7.0008e-03,\n",
|
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+ " -2.8029e-02, -1.1074e-01, -8.2064e-02, -9.6224e-02, -8.6871e-02,\n",
|
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+ " -1.1271e-01, -1.7772e-02, -3.2333e-03, -1.1878e-01, 1.8454e-02,\n",
|
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+ " -7.6305e-02, 6.6867e-02, -6.3706e-02, -3.6976e-02, -4.9624e-02,\n",
|
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+ " -6.3160e-03, -1.3181e-01, -4.2034e-02, 1.5142e-02, -2.9406e-02,\n",
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+ " -1.5673e-01, -3.9602e-02, -1.3527e-01, -3.5881e-02, -1.8320e-02,\n",
|
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+ " -1.7706e-02, 3.1723e-02, -6.3283e-02, 6.9117e-03, 1.0755e-02,\n",
|
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+ " -7.8532e-02, 2.8973e-02, -2.8449e-02, -1.3089e-01, 5.4610e-03,\n",
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+ " -1.4157e-02, 4.2041e-02, 2.5045e-02, -5.1077e-02, -4.3550e-02,\n",
|
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+ " 3.4550e-03, -1.1904e-01, -6.7820e-02, -8.9938e-02, -6.8736e-02,\n",
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+ " -1.0778e-01, -1.7099e-03, 3.2298e-02, -5.4956e-02, -4.5088e-03,\n",
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+ " -7.0614e-02, -3.6867e-02, -9.5401e-02, -1.0557e-01, -8.0512e-02,\n",
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+ " -1.0692e-01, -1.0909e-01, 1.0443e-02, -8.2225e-02, -9.9705e-02,\n",
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+ " -3.6006e-02, -6.5989e-02, -5.1103e-02, -1.2740e-01, -1.0987e-01,\n",
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+ " 5.4217e-02, -9.9152e-02, -1.2930e-01, -3.4526e-02, -7.4588e-02,\n",
|
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+ " 8.9165e-03, -1.5264e-02, -5.6172e-02, -3.7572e-02, -1.7318e-02,\n",
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+ " -4.8876e-02, -4.2640e-02, -1.2654e-01, -5.3876e-02, -1.0432e-01,\n",
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+ " 4.0919e-03, -1.3270e-01, -3.4891e-02, 2.5997e-03, -4.9954e-02,\n",
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+ " -5.6356e-02, -6.0388e-02, -1.0467e-01, -1.7268e-01, 3.5094e-01,\n",
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+ " -4.8960e-03, 7.2519e-03, -9.1143e-02, -6.7368e-02, -4.8937e-02,\n",
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+ " 8.5572e-02, -7.0673e-02, -6.3162e-02, -8.1666e-02, -2.1026e-03,\n",
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+ " -1.3749e-01, -1.0906e-01, -1.5644e-02, 2.0129e-03, 4.1589e-02,\n",
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+ " -1.1380e-01, -4.6830e-02, -8.5165e-02, -1.0226e-01, -1.3435e-01,\n",
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+ " 2.5840e-02, -6.6026e-02, -5.5005e-02, -5.2951e-02, 9.2679e-03,\n",
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+ " -1.5999e-02, 9.1109e-03, -1.5655e-02, -1.2244e-01, -4.9305e-02,\n",
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+ " -1.3351e-01, -6.2224e-02, 8.3339e-03, -3.7800e-02, -6.3757e-02,\n",
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+ " -1.0841e-01, -4.5900e-02, -9.7595e-02, 6.1404e-02, -1.6636e-01,\n",
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+ " -1.1302e-01, -3.7158e-02, -4.1453e-02, -8.5425e-03, -3.1544e-02,\n",
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+ " -4.8446e-02, -7.3237e-02, 4.5133e-02, 7.8118e-04, 2.7116e-04,\n",
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+ " -5.9937e-03, -1.0313e-01, -3.2944e-02, -3.6287e-02, -4.4626e-03,\n",
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+ " -5.3214e-02, 1.5014e-02, -6.7945e-02, -4.9009e-02, 3.0062e-03,\n",
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+ " 2.1732e-02, 7.3970e-02, 4.7565e-03, -5.3021e-02, -6.8269e-02,\n",
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+ " -6.7847e-02, -7.3542e-02, -9.4184e-02, -6.7229e-02, -4.6964e-02,\n",
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+ " -9.5047e-02, -1.7234e-01, -3.0417e-02, -6.8643e-02, -5.8295e-03,\n",
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+ " -1.2731e-02, -2.2716e-02, -1.1827e-01, -4.7346e-02, -1.1220e-02,\n",
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+ " -5.9735e-02, -5.8264e-02, -1.3044e-01, -2.9139e-02, 3.7686e-02,\n",
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+ " -6.8076e-02, -2.9987e-02, -2.6159e-02, -2.7283e-02, 2.4338e-02,\n",
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+ " -4.6543e-02, -1.4909e-02, -8.7619e-02, -5.9027e-02, -5.3124e-02,\n",
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+ " -6.6768e-02, -2.3749e-02, -6.2752e-02, 2.5320e-02, -1.0021e-01,\n",
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+ " 2.2593e-03, 2.9114e-02, -5.6096e-02, -1.0470e-01, -8.4046e-02,\n",
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+ " -1.2689e-02, 1.4769e-02, -1.1800e-01, -4.0163e-02, -4.3105e-02,\n",
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+ " -1.1831e-01, -7.2084e-02, 7.7134e-03, -1.3629e-02, -1.3081e-02,\n",
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+ " -7.9101e-02, -1.0038e-01, 9.7017e-02, -6.6090e-02, -3.3316e-02,\n",
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+ " -5.3462e-02, -1.7773e-01, -3.3452e-02, -7.8726e-02, 4.8494e-02,\n",
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+ " -1.7572e-02, -1.1421e-01, -5.5976e-02, 1.2327e-02, 1.8406e-02,\n",
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+ " -1.3715e-01, 8.2917e-03, -2.1602e-02, -2.9629e-02, -6.8956e-02,\n",
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+ " -4.6483e-02, -8.8612e-02, -3.6271e-02, 1.0182e-02, -7.3525e-02,\n",
|
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+ " -4.1169e-02, 3.7647e-02, 6.6245e-03, -1.1091e-01, 1.8913e-02,\n",
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+ " -8.1320e-02, -1.1291e-02, -6.6259e-02, -1.5489e-02, -5.7492e-02,\n",
|
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+ " 3.8209e-02, -6.9593e-02, -5.0030e-02, -6.8767e-02, 8.1075e-03,\n",
|
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+ " -6.3671e-02, -8.9167e-02, -6.5263e-02, -9.9505e-02, 1.6581e-02,\n",
|
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+ " -7.0731e-02, -5.0669e-02, -5.7019e-02, -9.7790e-03, 9.9250e-03,\n",
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+ " -1.2273e-01, -1.8375e-02, -1.2779e-01, 4.0550e-02, 1.7296e-02,\n",
|
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+ " -9.3975e-02, -1.9369e-02, -7.0253e-03, 2.1769e-02, -4.1591e-02,\n",
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+ " -1.1330e-01, 3.4761e-02, -6.5120e-02, -1.6846e-02, -9.0145e-02,\n",
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+ " -1.4776e-01, -2.2348e-02, -5.7536e-02, -2.2405e-02, -7.7816e-02,\n",
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+ " -3.7208e-02, -1.8066e-01, -8.8921e-02, -1.0191e-01, -1.1965e-01,\n",
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+ " -9.1476e-04, -6.6107e-02, -5.6101e-02, -9.2789e-02, -3.6762e-02,\n",
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+ " -5.2970e-02, -8.2350e-02, -3.1151e-02, -8.6483e-02, -4.1355e-02,\n",
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+ " -4.9794e-02, -6.9692e-02, -1.0317e-01, 1.9302e-02, -7.1997e-02,\n",
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+ " -5.1573e-03, -9.0619e-02, -6.8649e-02, -1.5645e-01, -5.4509e-02,\n",
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+ " -2.3344e-02, -4.6860e-02, 9.5477e-03, 4.8510e-02, 2.0508e-02,\n",
|
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+ " 8.4277e-03, -4.1019e-02, -1.0464e-01, -2.4570e-02, -4.7903e-02,\n",
|
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+ " -5.2235e-02, -2.8965e-02, -5.6190e-03, -7.2358e-03, 7.9171e-03,\n",
|
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+ " -8.2264e-02, -5.7519e-02, -3.5575e-02, -5.8611e-02, 3.8607e-03,\n",
|
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|
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+ " -7.7426e-02, -4.3962e-02, 5.2386e-02, -4.1475e-02, -2.3059e-02,\n",
|
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+ " 4.0549e-02, -2.0143e-02, -7.4400e-02, -7.1526e-02, -3.4886e-02,\n",
|
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+ " -8.6587e-02, -5.6021e-02, -5.6275e-04, -2.8115e-02, -5.7461e-02,\n",
|
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+ " -2.0051e-03, -4.3081e-02, 5.9770e-02, 2.4799e-02, 2.9110e-02,\n",
|
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+ " -1.8496e-02, -1.4631e-01])), ('pretrained_model.layer4.0.bn2.running_mean', tensor([-0.0511, -0.0754, -0.0669, 0.0180, -0.0512, -0.0256, -0.0019, -0.0423,\n",
|
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+ " -0.0363, -0.0564, -0.0426, -0.0267, -0.0508, -0.0525, -0.0618, -0.0309,\n",
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+ " -0.0421, -0.0613, -0.0917, -0.0745, -0.0858, -0.0584, -0.0692, -0.0528,\n",
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+ " -0.0786, -0.0593, -0.0225, -0.0115, -0.0195, -0.0302, 0.0331, -0.1071,\n",
|
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+ " -0.0256, -0.0720, -0.0486, -0.0199, -0.0288, -0.0076, -0.0786, -0.0648,\n",
|
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+ " -0.0734, -0.0002, -0.0680, -0.0439, -0.0177, -0.0785, -0.0210, -0.0260,\n",
|
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+ " -0.0504, 0.0125, -0.0398, -0.0357, -0.0960, -0.0816, -0.0732, -0.0279,\n",
|
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+ " -0.0187, 0.0033, 0.0096, -0.0280, -0.0268, -0.0586, -0.0373, 0.0182,\n",
|
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+ " 0.0041, -0.0390, -0.0437, -0.0369, -0.0450, -0.0391, -0.0401, -0.0312,\n",
|
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+ " 0.0037, -0.0608, 0.0103, -0.0485, -0.0265, -0.0326, -0.0530, -0.0169,\n",
|
|
|
+ " -0.0169, -0.0489, -0.0341, 0.0237, -0.1180, -0.0390, -0.0241, -0.0776,\n",
|
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+ " -0.0964, -0.0758, -0.0235, 0.0109, -0.1195, -0.0382, -0.0264, -0.0249,\n",
|
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+ " 0.0183, -0.0650, -0.0719, -0.0757, -0.0009, -0.0085, -0.0778, -0.0101,\n",
|
|
|
+ " -0.0436, -0.0267, -0.0270, -0.0339, -0.0882, -0.0465, -0.1020, 0.0203,\n",
|
|
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+ " -0.0829, -0.0417, -0.0383, -0.0150, -0.0357, -0.0314, -0.1203, -0.0337,\n",
|
|
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+ " -0.1022, -0.0244, -0.0848, -0.0166, -0.0119, -0.0115, -0.0557, -0.0536,\n",
|
|
|
+ " 0.0074, -0.0280, -0.0386, -0.0526, -0.0627, -0.0120, -0.0491, -0.0509,\n",
|
|
|
+ " -0.0695, -0.0628, -0.0897, 0.0040, 0.0107, -0.0103, -0.0207, -0.0805,\n",
|
|
|
+ " -0.0239, -0.0464, -0.0670, -0.0369, -0.0685, -0.0678, -0.0396, -0.0057,\n",
|
|
|
+ " -0.0479, -0.0325, -0.0615, -0.0284, 0.0365, -0.0617, -0.0756, -0.0194,\n",
|
|
|
+ " -0.0470, -0.0361, -0.0346, -0.0159, -0.0782, -0.0083, -0.0717, -0.0749,\n",
|
|
|
+ " -0.0374, -0.0457, 0.0111, -0.0073, -0.0490, -0.0339, -0.0340, -0.0778,\n",
|
|
|
+ " -0.0577, -0.0383, -0.0474, -0.0327, -0.0389, -0.0346, -0.0717, -0.0273,\n",
|
|
|
+ " -0.0134, -0.0163, -0.0311, -0.0215, -0.0593, -0.0611, -0.0232, -0.0314,\n",
|
|
|
+ " -0.0382, -0.0359, -0.0332, -0.0245, -0.0239, -0.0285, -0.0105, -0.1018,\n",
|
|
|
+ " -0.0547, -0.0378, -0.0354, -0.0466, -0.0801, -0.0513, -0.0365, -0.0314,\n",
|
|
|
+ " -0.0019, -0.0750, -0.0838, -0.0164, -0.1089, -0.0137, -0.0572, -0.0180,\n",
|
|
|
+ " -0.0011, -0.0873, -0.0241, -0.0452, -0.0736, -0.0563, -0.0473, -0.0474,\n",
|
|
|
+ " -0.0440, 0.0062, -0.0590, -0.0396, -0.0345, -0.0778, -0.0695, -0.0026,\n",
|
|
|
+ " -0.0302, -0.0174, -0.0497, -0.0961, -0.0413, -0.0264, -0.0440, -0.0735,\n",
|
|
|
+ " -0.0743, -0.0246, -0.0781, 0.0005, -0.0324, -0.0417, -0.0488, -0.0707,\n",
|
|
|
+ " -0.0329, -0.0236, -0.0474, -0.0277, -0.0373, -0.0479, 0.0053, -0.0518,\n",
|
|
|
+ " -0.0182, 0.0262, -0.0605, -0.0104, -0.0538, -0.0012, 0.0465, -0.0494,\n",
|
|
|
+ " -0.0674, -0.0336, -0.0166, -0.0482, -0.0664, -0.0225, 0.0030, -0.0368,\n",
|
|
|
+ " -0.0585, -0.0712, -0.0649, -0.0317, -0.0363, -0.0060, -0.0252, -0.0734,\n",
|
|
|
+ " -0.0470, -0.0110, -0.0568, -0.0664, 0.0625, -0.1218, -0.0571, -0.0665,\n",
|
|
|
+ " -0.0236, -0.0656, -0.0648, -0.0606, -0.0820, -0.0588, -0.0860, -0.0720,\n",
|
|
|
+ " 0.0012, -0.0375, -0.0492, -0.0214, -0.0422, -0.0427, -0.0355, -0.0085,\n",
|
|
|
+ " -0.0194, -0.0045, 0.0335, -0.0092, -0.0061, 0.0080, -0.0755, -0.0737,\n",
|
|
|
+ " -0.0541, -0.0242, -0.0189, 0.0130, 0.0104, -0.0028, 0.0133, -0.0464,\n",
|
|
|
+ " -0.0761, -0.0297, -0.0220, -0.0138, -0.0145, -0.0993, -0.0531, -0.0559,\n",
|
|
|
+ " -0.0555, -0.0086, -0.0299, -0.0196, -0.0228, -0.0636, -0.0258, -0.0516,\n",
|
|
|
+ " -0.0397, -0.0577, -0.0169, 0.0202, -0.0397, -0.0409, -0.0379, -0.0227,\n",
|
|
|
+ " -0.0770, -0.0706, -0.0809, -0.1124, -0.0280, -0.0031, -0.0496, -0.0933,\n",
|
|
|
+ " -0.0247, -0.0397, 0.0213, -0.0479, -0.0221, -0.0516, -0.0476, -0.0014,\n",
|
|
|
+ " -0.0546, -0.0289, -0.0169, -0.0496, -0.0765, -0.0485, -0.0114, -0.0476,\n",
|
|
|
+ " 0.0136, -0.0246, -0.0607, -0.0130, 0.0486, -0.0576, -0.0768, -0.0541,\n",
|
|
|
+ " -0.0225, -0.0110, -0.0212, -0.1220, -0.0749, -0.0414, -0.0074, -0.0516,\n",
|
|
|
+ " -0.0740, -0.0594, -0.0559, -0.0859, -0.0663, -0.0366, 0.0123, -0.0465,\n",
|
|
|
+ " -0.0977, -0.0579, 0.0024, -0.0454, -0.0613, -0.0545, -0.0305, -0.0384,\n",
|
|
|
+ " -0.0609, -0.0479, 0.0331, -0.0782, -0.0466, -0.0647, -0.0647, 0.0068,\n",
|
|
|
+ " -0.0550, -0.0260, -0.0429, -0.0716, 0.0022, -0.0386, -0.0198, -0.0409,\n",
|
|
|
+ " 0.0010, -0.0058, -0.0170, 0.0106, -0.0660, -0.0224, -0.1032, -0.0037,\n",
|
|
|
+ " -0.0238, -0.0320, 0.0064, -0.0810, -0.0488, -0.0504, -0.0245, -0.0175,\n",
|
|
|
+ " -0.0123, -0.0264, -0.0415, -0.0104, 0.0114, -0.1015, -0.0183, -0.0647,\n",
|
|
|
+ " -0.0532, -0.0371, 0.0286, -0.1103, -0.0447, -0.0417, -0.0675, -0.0420])), ('pretrained_model.layer4.0.bn2.running_var', tensor([0.0097, 0.0103, 0.0117, 0.0086, 0.0145, 0.0154, 0.0091, 0.0118, 0.0130,\n",
|
|
|
+ " 0.0254, 0.0082, 0.0100, 0.0181, 0.0082, 0.0088, 0.0092, 0.0182, 0.0063,\n",
|
|
|
+ " 0.0065, 0.0054, 0.0090, 0.0102, 0.0246, 0.0107, 0.0112, 0.0089, 0.0115,\n",
|
|
|
+ " 0.0061, 0.0120, 0.0071, 0.0111, 0.0079, 0.0085, 0.0067, 0.0157, 0.0123,\n",
|
|
|
+ " 0.0112, 0.0097, 0.0067, 0.0102, 0.0083, 0.0199, 0.0101, 0.0145, 0.0059,\n",
|
|
|
+ " 0.0076, 0.0077, 0.0117, 0.0149, 0.0111, 0.0060, 0.0124, 0.0075, 0.0095,\n",
|
|
|
+ " 0.0114, 0.0058, 0.0095, 0.0085, 0.0087, 0.0081, 0.0088, 0.0076, 0.0094,\n",
|
|
|
+ " 0.0068, 0.0131, 0.0076, 0.0087, 0.0073, 0.0148, 0.0103, 0.0091, 0.0113,\n",
|
|
|
+ " 0.0064, 0.0147, 0.0071, 0.0104, 0.0141, 0.0113, 0.0071, 0.0112, 0.0087,\n",
|
|
|
+ " 0.0083, 0.0151, 0.0125, 0.0157, 0.0099, 0.0128, 0.0147, 0.0119, 0.0109,\n",
|
|
|
+ " 0.0108, 0.0095, 0.0048, 0.0066, 0.0865, 0.0156, 0.0100, 0.0106, 0.0124,\n",
|
|
|
+ " 0.0098, 0.0093, 0.0113, 0.0144, 0.0094, 0.0133, 0.0147, 0.0237, 0.0134,\n",
|
|
|
+ " 0.0104, 0.0099, 0.0126, 0.0069, 0.0088, 0.0127, 0.0073, 0.0119, 0.0150,\n",
|
|
|
+ " 0.0053, 0.0100, 0.0054, 0.0070, 0.0098, 0.0112, 0.0088, 0.0150, 0.0105,\n",
|
|
|
+ " 0.0141, 0.0085, 0.0080, 0.0149, 0.0084, 0.0090, 0.0175, 0.0115, 0.0094,\n",
|
|
|
+ " 0.0075, 0.0070, 0.0147, 0.0087, 0.0115, 0.0075, 0.0084, 0.0099, 0.0075,\n",
|
|
|
+ " 0.0102, 0.0072, 0.0069, 0.0114, 0.0088, 0.0113, 0.0134, 0.0100, 0.0119,\n",
|
|
|
+ " 0.0142, 0.0072, 0.0093, 0.0090, 0.0091, 0.0082, 0.0084, 0.0089, 0.0222,\n",
|
|
|
+ " 0.0099, 0.0103, 0.0064, 0.0129, 0.0138, 0.0108, 0.0109, 0.0095, 0.0070,\n",
|
|
|
+ " 0.0107, 0.0102, 0.0203, 0.0077, 0.0108, 0.0163, 0.0099, 0.0103, 0.0120,\n",
|
|
|
+ " 0.0149, 0.0096, 0.0161, 0.0097, 0.0225, 0.0073, 0.0138, 0.0098, 0.0078,\n",
|
|
|
+ " 0.0089, 0.0154, 0.0081, 0.0074, 0.0061, 0.0160, 0.0060, 0.0135, 0.0091,\n",
|
|
|
+ " 0.0142, 0.0095, 0.0284, 0.0104, 0.0074, 0.0075, 0.0063, 0.0118, 0.0068,\n",
|
|
|
+ " 0.0134, 0.0162, 0.0075, 0.0135, 0.0097, 0.0103, 0.0098, 0.0110, 0.0102,\n",
|
|
|
+ " 0.0111, 0.0086, 0.0100, 0.0092, 0.0146, 0.0099, 0.0135, 0.0090, 0.0103,\n",
|
|
|
+ " 0.0074, 0.0103, 0.0091, 0.0068, 0.0065, 0.0071, 0.0109, 0.0080, 0.0079,\n",
|
|
|
+ " 0.0126, 0.0096, 0.0145, 0.0085, 0.0088, 0.0093, 0.0119, 0.0125, 0.0097,\n",
|
|
|
+ " 0.0123, 0.0093, 0.0074, 0.0083, 0.0129, 0.0085, 0.0119, 0.0097, 0.0091,\n",
|
|
|
+ " 0.0155, 0.0096, 0.0083, 0.0095, 0.0080, 0.0114, 0.0079, 0.0075, 0.0177,\n",
|
|
|
+ " 0.0124, 0.0083, 0.0106, 0.0080, 0.0063, 0.0073, 0.0081, 0.0112, 0.0111,\n",
|
|
|
+ " 0.0122, 0.0093, 0.0096, 0.0120, 0.0061, 0.0133, 0.0193, 0.0118, 0.0139,\n",
|
|
|
+ " 0.0102, 0.0083, 0.0140, 0.0147, 0.0170, 0.0091, 0.0124, 0.0097, 0.0102,\n",
|
|
|
+ " 0.0113, 0.0078, 0.0068, 0.0105, 0.0139, 0.0119, 0.0130, 0.0051, 0.0077,\n",
|
|
|
+ " 0.0121, 0.0101, 0.0119, 0.0091, 0.0101, 0.0091, 0.0081, 0.0086, 0.0119,\n",
|
|
|
+ " 0.0088, 0.0108, 0.0113, 0.0112, 0.0209, 0.0179, 0.0116, 0.0096, 0.0073,\n",
|
|
|
+ " 0.0077, 0.0062, 0.0096, 0.0126, 0.0111, 0.0225, 0.0072, 0.0098, 0.0084,\n",
|
|
|
+ " 0.0124, 0.0088, 0.0145, 0.0082, 0.0142, 0.0140, 0.0040, 0.0103, 0.0203,\n",
|
|
|
+ " 0.0121, 0.0117, 0.0067, 0.0113, 0.0118, 0.0086, 0.0088, 0.0084, 0.0117,\n",
|
|
|
+ " 0.0067, 0.0084, 0.0064, 0.0091, 0.0126, 0.0134, 0.0250, 0.0115, 0.0093,\n",
|
|
|
+ " 0.0090, 0.0112, 0.0079, 0.0138, 0.0105, 0.0190, 0.0103, 0.0101, 0.0118,\n",
|
|
|
+ " 0.0075, 0.0123, 0.0084, 0.0086, 0.0091, 0.0085, 0.0095, 0.0159, 0.0106,\n",
|
|
|
+ " 0.0078, 0.0141, 0.0089, 0.0075, 0.0099, 0.0099, 0.0143, 0.0138, 0.0128,\n",
|
|
|
+ " 0.0102, 0.0061, 0.0092, 0.0184, 0.0101, 0.0199, 0.0120, 0.0117, 0.0124,\n",
|
|
|
+ " 0.0095, 0.0095, 0.0151, 0.0098, 0.0110, 0.0050, 0.0073, 0.0180, 0.0073,\n",
|
|
|
+ " 0.0102, 0.0109, 0.0107, 0.0086, 0.0119, 0.0125, 0.0065, 0.0105, 0.0088,\n",
|
|
|
+ " 0.0143, 0.0109, 0.0116, 0.0113, 0.0238, 0.0132, 0.0131, 0.0075, 0.0141,\n",
|
|
|
+ " 0.0156, 0.0092, 0.0076, 0.0126, 0.0075, 0.0125, 0.0086, 0.0095, 0.0081,\n",
|
|
|
+ " 0.0101, 0.0066, 0.0120, 0.0092, 0.0199, 0.0079, 0.0128, 0.0078, 0.0172,\n",
|
|
|
+ " 0.0122, 0.0126, 0.0102, 0.0192, 0.0101, 0.0088, 0.0106, 0.0117, 0.0105,\n",
|
|
|
+ " 0.0096, 0.0078, 0.0244, 0.0091, 0.0177, 0.0086, 0.0111, 0.0142, 0.0077,\n",
|
|
|
+ " 0.0107, 0.0129, 0.0088, 0.0070, 0.0078, 0.0180, 0.0116, 0.0101, 0.0099,\n",
|
|
|
+ " 0.0111, 0.0123, 0.0096, 0.0077, 0.0126, 0.0127, 0.0135, 0.0132, 0.0125,\n",
|
|
|
+ " 0.0192, 0.0117, 0.0090, 0.0109, 0.0139, 0.0141, 0.0103, 0.0112, 0.0064,\n",
|
|
|
+ " 0.0156, 0.0092, 0.0069, 0.0075, 0.0075, 0.0115, 0.0061, 0.0122, 0.0220,\n",
|
|
|
+ " 0.0137, 0.0101, 0.0097, 0.0110, 0.0094, 0.0108, 0.0095, 0.0096, 0.0076,\n",
|
|
|
+ " 0.0084, 0.0095, 0.0065, 0.0090, 0.0111, 0.0105, 0.0092, 0.0224, 0.0116,\n",
|
|
|
+ " 0.0082, 0.0144, 0.0079, 0.0085, 0.0125, 0.0073, 0.0128, 0.0079])), ('pretrained_model.layer4.0.bn2.num_batches_tracked', tensor(0)), ('pretrained_model.layer4.0.conv3.weight', tensor([[[[ 7.0322e-05]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.3844e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.0431e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.0468e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.2128e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.0058e-03]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 4.9071e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.9434e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.1496e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.6899e-04]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.4386e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.3670e-03]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 1.3333e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.4869e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.2095e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.7129e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.5076e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.1003e-02]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 1.8879e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.3394e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.3855e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.2260e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.0004e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.6151e-02]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 7.4645e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.9608e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.1933e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.0782e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.4900e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.1126e-03]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 1.6793e-02]],\n",
|
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+ " 0.2266, 0.2589, 0.2693, 0.4189, 0.3412, 0.8895, 0.5469, 0.6031, 0.4138,\n",
|
|
|
+ " 0.2790, 0.6022, 0.5844, 0.7029, 0.2213, 0.7601, 0.8150, 0.4239, 0.3481,\n",
|
|
|
+ " 0.5250, 0.6566, 0.5609, 0.6312, 0.3589, 1.0687, 0.2610, 0.3536, 0.3342,\n",
|
|
|
+ " 0.4199, 0.6576, 0.3350, 0.2855, 0.3357, 1.0044, 0.4855, 0.3846, 0.4242,\n",
|
|
|
+ " 0.5740, 0.2637, 0.2791, 0.5781, 0.5086, 0.4975, 0.4760, 0.3031, 0.1814,\n",
|
|
|
+ " 0.3063, 0.6894, 0.4780, 0.5105, 0.5033, 0.3594, 0.4775, 0.5573, 0.7113,\n",
|
|
|
+ " 0.3599, 0.2243, 0.5518, 0.9542, 0.3136, 0.8725, 0.6743, 1.0061, 0.5426,\n",
|
|
|
+ " 0.7130, 0.5121, 0.5789, 0.3368, 0.6072, 0.4987, 0.6579, 0.3404, 0.3587,\n",
|
|
|
+ " 0.6422, 0.5415, 0.6590, 0.4879, 0.7915, 0.3677, 0.5645, 0.5089, 0.5875,\n",
|
|
|
+ " 0.6006, 0.6024, 0.3489, 0.4291, 0.3039, 0.5653, 0.4329, 0.6042, 0.3729,\n",
|
|
|
+ " 0.4948, 0.6668, 0.5329, 0.7260, 0.7962, 0.3458, 0.2835, 0.3582, 0.4110,\n",
|
|
|
+ " 0.2880, 0.3248, 0.6467, 0.3528, 0.3670, 0.5328, 0.8442, 0.3431, 0.5875,\n",
|
|
|
+ " 0.3694, 0.7385, 0.4629, 0.3589, 0.5153, 0.2734, 0.5408, 0.3291, 1.0899,\n",
|
|
|
+ " 0.9334, 0.3516, 0.6554, 0.6591, 0.8720, 0.4434, 0.7329, 0.6973, 0.4232,\n",
|
|
|
+ " 0.3912, 0.4270, 0.4822, 0.5426, 0.4007, 0.4975, 0.3734, 0.6162, 0.5307,\n",
|
|
|
+ " 0.5396, 0.7394, 0.6578, 0.3822, 0.4984, 0.2915, 0.5504, 0.2431, 0.3025,\n",
|
|
|
+ " 0.3047, 0.7959, 0.4698, 0.3505, 0.2129, 0.6924, 0.3777, 0.4046, 0.7667,\n",
|
|
|
+ " 0.5405, 0.4346, 0.5725, 0.2637, 0.3078, 0.4353, 0.8855, 0.5384, 0.2845,\n",
|
|
|
+ " 0.3652, 0.5543, 0.7346, 0.4634, 0.3346, 0.5027, 0.5856, 0.3611, 0.2136,\n",
|
|
|
+ " 0.3254, 0.4324, 0.3869, 0.3563, 0.3504, 0.3837, 0.5321, 0.3078, 0.3769,\n",
|
|
|
+ " 1.0473, 0.3669, 0.3888, 0.6034, 0.6594, 0.9696, 0.3194, 0.3167, 0.5745,\n",
|
|
|
+ " 0.3745, 0.5164, 0.6146, 0.3840, 0.7050, 0.5273, 0.3013, 0.6586, 0.5178,\n",
|
|
|
+ " 0.3710, 0.3516, 0.5616, 0.4505, 0.5083, 0.3922, 0.2313, 0.8705, 0.3922,\n",
|
|
|
+ " 0.4282, 0.7334, 0.3971, 0.4953, 0.2291, 0.8491, 0.5068, 0.2610, 0.8320,\n",
|
|
|
+ " 0.3405, 0.2996, 0.6585, 1.0168, 0.7506, 0.3782, 0.4513, 0.3336, 0.2328,\n",
|
|
|
+ " 0.4220, 0.4536, 0.2930, 0.6986, 0.3788, 0.3077, 0.4742, 0.3723, 0.3204,\n",
|
|
|
+ " 0.3355, 0.2674, 0.4179, 0.4031, 0.2230, 0.6756, 0.4380, 0.3814, 0.5370,\n",
|
|
|
+ " 0.7407, 0.4375, 0.5664, 0.6479, 0.8250, 0.9289, 0.3987, 0.3621, 0.5002,\n",
|
|
|
+ " 2.0075, 0.3879, 0.5327, 0.3828, 0.7266, 0.3305, 0.5101, 0.3545, 0.3875,\n",
|
|
|
+ " 0.4008, 0.2672, 0.5039, 0.3205, 0.4759, 0.2461, 0.5433, 0.5683, 0.7574,\n",
|
|
|
+ " 0.3904, 0.5861, 0.3734, 0.4693, 0.4528, 0.6186, 0.3502, 0.3546, 0.4992,\n",
|
|
|
+ " 0.5158, 0.3071, 0.5221, 0.3240, 0.5220, 0.4556, 0.8824, 0.3843, 0.4548,\n",
|
|
|
+ " 0.4941, 0.5346, 0.3292, 0.5752, 0.4737, 0.5968, 0.6532, 0.4993, 0.3586,\n",
|
|
|
+ " 0.4314, 0.2751, 1.2070, 0.3961, 0.4740, 0.4391, 0.4232, 0.3522, 0.3471,\n",
|
|
|
+ " 0.2500, 0.1970, 0.3035, 0.2758, 0.4494, 0.5418, 0.3121, 0.5002, 0.3583,\n",
|
|
|
+ " 0.4518, 0.4198, 0.3407, 0.2809, 0.4321, 0.7905, 0.6713, 0.4489, 0.5357,\n",
|
|
|
+ " 0.6273, 0.3846, 0.9633, 0.3500, 0.2888, 0.4882, 0.3763, 0.4531, 0.3766,\n",
|
|
|
+ " 0.4414, 0.5244, 0.4842, 0.3582, 0.5609, 0.2851, 0.8174, 0.5737, 0.6263,\n",
|
|
|
+ " 0.3728, 0.4371, 0.4092, 0.4412, 0.3047, 0.5662, 0.6036, 0.7896, 0.4072,\n",
|
|
|
+ " 0.7698, 0.5014, 0.5492, 0.6205, 0.2801, 0.3104, 0.4985, 0.4202, 0.2448,\n",
|
|
|
+ " 0.5297, 0.6546, 0.4377, 0.4658, 0.3875, 0.3765, 0.8673, 0.4206, 0.4897,\n",
|
|
|
+ " 0.4013, 0.5031, 0.2621, 0.2990, 0.3868, 0.3880, 0.4090, 0.3650])), ('pretrained_model.layer4.1.bn1.num_batches_tracked', tensor(0)), ('pretrained_model.layer4.1.conv2.weight', tensor([[[[-9.7020e-03, -7.1768e-03, 3.3213e-03],\n",
|
|
|
+ " [-1.0467e-02, -1.1009e-02, -1.5599e-03],\n",
|
|
|
+ " [ 6.1611e-03, 2.1712e-03, -1.2905e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.0452e-03, -7.5846e-03, -9.8428e-03],\n",
|
|
|
+ " [-1.6463e-02, -4.3235e-03, 1.9710e-02],\n",
|
|
|
+ " [-3.0269e-03, 5.7477e-03, 1.1182e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.4230e-02, -6.6461e-03, 1.2867e-02],\n",
|
|
|
+ " [ 1.7647e-02, -1.8172e-02, -9.2179e-03],\n",
|
|
|
+ " [ 1.0915e-02, -7.0826e-03, -4.7280e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.4064e-03, 3.9419e-03, -1.1886e-03],\n",
|
|
|
+ " [-7.2313e-03, 7.7233e-03, 2.4360e-04],\n",
|
|
|
+ " [ 4.4936e-03, 1.5412e-02, 1.3376e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.3019e-02, 7.1688e-03, 1.3685e-02],\n",
|
|
|
+ " [-1.1927e-02, -6.4408e-03, 1.4693e-02],\n",
|
|
|
+ " [-5.3547e-03, 3.8480e-03, 1.3620e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.7750e-03, -6.5283e-03, 1.5157e-02],\n",
|
|
|
+ " [ 6.9059e-03, 1.8573e-04, 8.2411e-03],\n",
|
|
|
+ " [-3.3972e-03, 1.4551e-02, 1.3705e-02]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 5.6109e-03, 2.8416e-03, 2.0879e-03],\n",
|
|
|
+ " [ 1.2486e-02, 5.2545e-03, 9.1740e-03],\n",
|
|
|
+ " [ 3.0883e-03, 4.6015e-04, -7.9495e-04]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.2450e-03, -8.2323e-03, -1.0948e-02],\n",
|
|
|
+ " [-1.6664e-02, -1.0817e-02, -1.3479e-02],\n",
|
|
|
+ " [-6.2937e-03, 1.3948e-04, -1.2441e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.4542e-02, 1.8077e-02, 1.9992e-02],\n",
|
|
|
+ " [ 1.5337e-02, 1.5658e-02, 1.5881e-02],\n",
|
|
|
+ " [ 1.2960e-02, 1.4550e-03, 4.8420e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.8657e-03, -5.4318e-03, -2.2286e-03],\n",
|
|
|
+ " [-1.7556e-03, -3.6133e-04, 9.1425e-04],\n",
|
|
|
+ " [-5.1793e-03, -4.8186e-03, -1.4177e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.9030e-03, -1.3723e-02, -6.0486e-03],\n",
|
|
|
+ " [-2.0838e-03, -1.9018e-02, -5.6892e-03],\n",
|
|
|
+ " [-1.3123e-02, -1.8785e-02, -1.4590e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.5179e-03, -2.6360e-03, -1.3660e-05],\n",
|
|
|
+ " [ 1.7246e-02, 1.8448e-02, 1.4618e-02],\n",
|
|
|
+ " [ 6.6428e-03, 1.0005e-02, 7.4562e-03]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[-3.7202e-03, -1.3294e-02, -1.4340e-02],\n",
|
|
|
+ " [-8.6347e-03, -1.2887e-02, -2.4584e-02],\n",
|
|
|
+ " [-2.1561e-02, -2.0734e-02, -2.2435e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 9.5540e-05, 1.0062e-02, 7.6226e-03],\n",
|
|
|
+ " [ 4.7632e-04, -1.8522e-03, 1.0796e-02],\n",
|
|
|
+ " [ 7.2116e-03, 6.2726e-03, 1.1369e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.2139e-02, -1.1854e-02, -1.3998e-02],\n",
|
|
|
+ " [-7.7282e-03, -2.7013e-02, -2.0022e-02],\n",
|
|
|
+ " [-1.4243e-02, -2.8123e-02, -1.1659e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.0686e-03, 7.0257e-03, 3.2685e-03],\n",
|
|
|
+ " [ 1.0992e-02, 2.8609e-03, -3.0241e-03],\n",
|
|
|
+ " [ 6.9426e-03, 1.2987e-02, -2.4111e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.0518e-02, -1.1332e-02, -1.7753e-03],\n",
|
|
|
+ " [-1.6108e-03, -4.5729e-03, 9.9246e-03],\n",
|
|
|
+ " [-2.9965e-03, 1.5383e-05, 1.4351e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.4982e-03, 3.2679e-03, -4.3628e-04],\n",
|
|
|
+ " [ 4.2512e-03, 1.5779e-02, 1.7753e-03],\n",
|
|
|
+ " [-7.7575e-03, -4.0826e-03, -1.2117e-02]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 6.9608e-03, 9.3817e-03, 1.3724e-02],\n",
|
|
|
+ " [ 1.0194e-03, 1.1363e-02, 5.0344e-03],\n",
|
|
|
+ " [-2.8746e-03, -4.8575e-03, -3.3975e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.4337e-03, -6.9152e-03, -1.4493e-04],\n",
|
|
|
+ " [-5.0850e-05, -8.2015e-03, 7.3286e-03],\n",
|
|
|
+ " [-4.0236e-03, -5.5584e-03, 1.5376e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 9.0612e-03, 9.0787e-03, 1.2397e-02],\n",
|
|
|
+ " [ 2.9575e-03, 1.2484e-02, 9.6425e-03],\n",
|
|
|
+ " [ 2.1927e-03, 1.8373e-03, 4.1046e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.7917e-02, -1.4429e-02, -2.4693e-02],\n",
|
|
|
+ " [-2.0537e-02, -1.3909e-02, -2.3324e-02],\n",
|
|
|
+ " [-1.1222e-02, -1.5231e-03, -1.1967e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.9722e-02, -1.2175e-02, -2.4301e-02],\n",
|
|
|
+ " [-1.0649e-02, 4.4355e-03, -1.8225e-02],\n",
|
|
|
+ " [-2.1041e-02, -1.6356e-02, -2.7770e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.4283e-03, -6.8848e-03, 1.7298e-03],\n",
|
|
|
+ " [ 2.9887e-03, 1.2416e-03, 9.2143e-03],\n",
|
|
|
+ " [ 4.2437e-03, -2.8594e-03, -2.3485e-03]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 5.8391e-03, 8.6094e-03, 3.4115e-03],\n",
|
|
|
+ " [ 1.1298e-03, 5.7737e-03, 9.7921e-04],\n",
|
|
|
+ " [-5.8463e-03, -4.9519e-03, -5.5352e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.9776e-03, 9.2441e-03, 8.6724e-03],\n",
|
|
|
+ " [-9.7668e-03, -1.1262e-03, -6.5738e-03],\n",
|
|
|
+ " [-5.2516e-03, -5.5367e-03, -1.7367e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 9.5622e-03, 5.2034e-03, 9.8196e-03],\n",
|
|
|
+ " [ 2.7280e-02, 1.1717e-02, 3.7027e-02],\n",
|
|
|
+ " [ 2.1086e-02, 8.9102e-03, 1.5792e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.1051e-03, 1.6172e-02, 5.2326e-03],\n",
|
|
|
+ " [ 9.1129e-03, 1.0658e-02, 1.6382e-03],\n",
|
|
|
+ " [ 4.8412e-03, 1.2847e-02, 1.9044e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.2369e-04, -8.8505e-03, -4.2985e-03],\n",
|
|
|
+ " [-3.0243e-03, 1.1256e-03, -7.7116e-03],\n",
|
|
|
+ " [ 3.8368e-03, 7.0067e-03, 6.8522e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.8760e-03, -2.2500e-03, -2.8649e-03],\n",
|
|
|
+ " [-2.4289e-03, -5.0852e-03, -9.5917e-04],\n",
|
|
|
+ " [-1.0200e-02, -2.7228e-03, -2.8983e-03]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[-7.0206e-03, -2.1290e-02, -1.6505e-02],\n",
|
|
|
+ " [-2.2838e-02, -1.7960e-02, -2.2051e-02],\n",
|
|
|
+ " [-2.6191e-02, -2.1326e-02, -2.6344e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.2988e-03, -1.0963e-02, -7.8411e-03],\n",
|
|
|
+ " [-5.4716e-03, -6.5233e-03, -9.8048e-03],\n",
|
|
|
+ " [ 4.5904e-03, 4.7400e-03, 3.8849e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.6101e-02, -5.0592e-03, -1.8699e-02],\n",
|
|
|
+ " [-2.0611e-02, 7.6589e-03, -1.5896e-02],\n",
|
|
|
+ " [-2.6864e-02, -1.9562e-02, -2.7906e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.6726e-02, 1.0837e-02, 1.2695e-02],\n",
|
|
|
+ " [ 2.4570e-02, 1.0622e-02, 1.6356e-02],\n",
|
|
|
+ " [ 1.4330e-02, 2.0304e-02, 1.8440e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.5016e-03, 1.1636e-02, 9.9679e-03],\n",
|
|
|
+ " [ 7.6316e-03, -3.6425e-03, 5.8442e-03],\n",
|
|
|
+ " [ 5.1598e-03, 1.2039e-03, 8.5540e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.7260e-04, -6.8700e-03, -6.3775e-03],\n",
|
|
|
+ " [ 3.6620e-03, 1.8563e-03, 5.4664e-03],\n",
|
|
|
+ " [ 8.8058e-03, 1.3481e-02, 1.3912e-03]]]])), ('pretrained_model.layer4.1.bn2.weight', tensor([0.1809, 0.2232, 0.1514, 0.2633, 0.2495, 0.2723, 0.2312, 0.1795, 0.2263,\n",
|
|
|
+ " 0.2926, 0.2743, 0.1808, 0.2366, 0.2095, 0.3238, 0.1945, 0.4164, 0.2528,\n",
|
|
|
+ " 0.1662, 0.1820, 0.1815, 0.1782, 0.1825, 0.2070, 0.1910, 0.1531, 0.2537,\n",
|
|
|
+ " 0.1995, 0.2290, 0.2414, 0.2934, 0.1989, 0.2810, 0.2036, 0.1920, 0.2128,\n",
|
|
|
+ " 0.2381, 0.2466, 0.2349, 0.3000, 0.1967, 0.1626, 0.2142, 0.1289, 0.1633,\n",
|
|
|
+ " 0.2952, 0.1891, 0.2104, 0.1715, 0.2163, 0.2069, 0.2230, 0.1345, 0.2359,\n",
|
|
|
+ " 0.1540, 0.1739, 0.2081, 0.2646, 0.2051, 0.2412, 0.2776, 0.2148, 0.2118,\n",
|
|
|
+ " 0.1105, 0.1827, 0.2878, 0.2009, 0.1828, 0.2099, 0.1375, 0.2452, 0.2550,\n",
|
|
|
+ " 0.1924, 0.2374, 0.2463, 0.2489, 0.2385, 0.2035, 0.2351, 0.2319, 0.2551,\n",
|
|
|
+ " 0.2017, 0.2155, 0.2173, 0.2523, 0.2652, 0.2521, 0.1611, 0.1781, 0.1973,\n",
|
|
|
+ " 0.2268, 0.2019, 0.1965, 0.2441, 0.3433, 0.1886, 0.3089, 0.2774, 0.2265,\n",
|
|
|
+ " 0.2072, 0.2123, 0.1994, 0.1391, 0.1883, 0.2324, 0.1965, 0.2640, 0.2133,\n",
|
|
|
+ " 0.1827, 0.2496, 0.2133, 0.2099, 0.2171, 0.2573, 0.2421, 0.1616, 0.2185,\n",
|
|
|
+ " 0.2777, 0.2972, 0.2299, 0.2154, 0.2175, 0.2061, 0.1213, 0.2197, 0.2178,\n",
|
|
|
+ " 0.2059, 0.1070, 0.2994, 0.2996, 0.2084, 0.2105, 0.2104, 0.2359, 0.2217,\n",
|
|
|
+ " 0.3646, 0.1670, 0.2033, 0.2113, 0.2388, 0.2080, 0.2321, 0.1543, 0.2151,\n",
|
|
|
+ " 0.2331, 0.1785, 0.1874, 0.2214, 0.2145, 0.1984, 0.2626, 0.1540, 0.2482,\n",
|
|
|
+ " 0.3091, 0.1613, 0.2130, 0.2418, 0.2539, 0.1883, 0.2477, 0.1566, 0.2757,\n",
|
|
|
+ " 0.1975, 0.2635, 0.2078, 0.2125, 0.1757, 0.2663, 0.2235, 0.2749, 0.2474,\n",
|
|
|
+ " 0.1766, 0.2166, 0.2314, 0.1904, 0.2090, 0.2002, 0.2712, 0.2530, 0.2376,\n",
|
|
|
+ " 0.2028, 0.1808, 0.1742, 0.1814, 0.2143, 0.3005, 0.2003, 0.1871, 0.2131,\n",
|
|
|
+ " 0.2339, 0.2045, 0.1181, 0.2094, 0.2487, 0.1685, 0.2232, 0.1686, 0.2095,\n",
|
|
|
+ " 0.2508, 0.2178, 0.1809, 0.3622, 0.2634, 0.2203, 0.2262, 0.2309, 0.3169,\n",
|
|
|
+ " 0.2291, 0.1846, 0.2043, 0.2343, 0.2062, 0.1805, 0.2541, 0.2082, 0.2885,\n",
|
|
|
+ " 0.1346, 0.1866, 0.2271, 0.2707, 0.1754, 0.1632, 0.2277, 0.1819, 0.1450,\n",
|
|
|
+ " 0.2214, 0.1571, 0.2734, 0.2752, 0.1971, 0.2032, 0.1996, 0.3364, 0.1788,\n",
|
|
|
+ " 0.1959, 0.2879, 0.1803, 0.2708, 0.1957, 0.4230, 0.2686, 0.1685, 0.2972,\n",
|
|
|
+ " 0.2198, 0.2580, 0.1211, 0.2418, 0.1686, 0.2030, 0.3014, 0.1962, 0.2187,\n",
|
|
|
+ " 0.2520, 0.2126, 0.1725, 0.2365, 0.2265, 0.2209, 0.1930, 0.2301, 0.1891,\n",
|
|
|
+ " 0.2683, 0.1295, 0.1919, 0.2123, 0.2073, 0.2429, 0.2517, 0.2378, 0.2426,\n",
|
|
|
+ " 0.2441, 0.2849, 0.2448, 0.2132, 0.2546, 0.1786, 0.2052, 0.3117, 0.3035,\n",
|
|
|
+ " 0.2217, 0.2205, 0.2039, 0.1886, 0.1768, 0.1858, 0.1898, 0.2280, 0.2009,\n",
|
|
|
+ " 0.2001, 0.2925, 0.1985, 0.2701, 0.2141, 0.1756, 0.1746, 0.2837, 0.1720,\n",
|
|
|
+ " 0.1842, 0.1768, 0.2691, 0.2050, 0.2632, 0.2683, 0.2491, 0.3294, 0.1928,\n",
|
|
|
+ " 0.2068, 0.2945, 0.2501, 0.2517, 0.2376, 0.2171, 0.1119, 0.1814, 0.1859,\n",
|
|
|
+ " 0.0317, 0.1729, 0.2735, 0.2006, 0.1555, 0.2928, 0.2363, 0.2628, 0.1942,\n",
|
|
|
+ " 0.1422, 0.3073, 0.2701, 0.1966, 0.2921, 0.1340, 0.2182, 0.2774, 0.2673,\n",
|
|
|
+ " 0.2399, 0.1840, 0.1858, 0.2897, 0.2151, 0.2370, 0.1472, 0.1731, 0.1755,\n",
|
|
|
+ " 0.2090, 0.2294, 0.2880, 0.2793, 0.2320, 0.1944, 0.2036, 0.2179, 0.2180,\n",
|
|
|
+ " 0.3154, 0.2695, 0.2579, 0.2206, 0.1487, 0.3193, 0.2442, 0.1930, 0.2227,\n",
|
|
|
+ " 0.2643, 0.2350, 0.2659, 0.2029, 0.2899, 0.2024, 0.1553, 0.2088, 0.2470,\n",
|
|
|
+ " 0.2122, 0.2348, 0.2612, 0.1982, 0.2769, 0.2814, 0.2160, 0.2504, 0.2261,\n",
|
|
|
+ " 0.2453, 0.1883, 0.2578, 0.2341, 0.1776, 0.1651, 0.2410, 0.2254, 0.2887,\n",
|
|
|
+ " 0.2250, 0.3199, 0.2007, 0.2044, 0.2251, 0.2109, 0.2759, 0.2780, 0.2468,\n",
|
|
|
+ " 0.2109, 0.2107, 0.2871, 0.2672, 0.2379, 0.2302, 0.2008, 0.2177, 0.1912,\n",
|
|
|
+ " 0.2311, 0.2133, 0.1509, 0.1973, 0.3061, 0.2101, 0.2156, 0.2568, 0.2013,\n",
|
|
|
+ " 0.2513, 0.1798, 0.1959, 0.2206, 0.2380, 0.1982, 0.2766, 0.2352, 0.2195,\n",
|
|
|
+ " 0.1826, 0.2870, 0.2888, 0.2633, 0.2203, 0.2825, 0.2512, 0.2525, 0.2958,\n",
|
|
|
+ " 0.1811, 0.3352, 0.3160, 0.2223, 0.2123, 0.2430, 0.1612, 0.2377, 0.2257,\n",
|
|
|
+ " 0.1932, 0.2109, 0.2168, 0.2317, 0.1912, 0.1688, 0.1634, 0.1840, 0.2182,\n",
|
|
|
+ " 0.3062, 0.1921, 0.1873, 0.2473, 0.3056, 0.2280, 0.2209, 0.2397, 0.2112,\n",
|
|
|
+ " 0.2178, 0.2219, 0.2819, 0.2386, 0.2617, 0.2335, 0.2678, 0.1753, 0.2584,\n",
|
|
|
+ " 0.2696, 0.1454, 0.1981, 0.1613, 0.2225, 0.3048, 0.1433, 0.2510, 0.2041,\n",
|
|
|
+ " 0.2062, 0.2186, 0.2594, 0.1964, 0.1752, 0.3244, 0.2140, 0.2084, 0.1413,\n",
|
|
|
+ " 0.1139, 0.2011, 0.2321, 0.2417, 0.2049, 0.1645, 0.2055, 0.2055, 0.2294,\n",
|
|
|
+ " 0.1863, 0.1958, 0.2834, 0.2072, 0.2917, 0.1986, 0.1917, 0.2527, 0.3927,\n",
|
|
|
+ " 0.3045, 0.2326, 0.3321, 0.2429, 0.2108, 0.2298, 0.3224, 0.1775])), ('pretrained_model.layer4.1.bn2.bias', tensor([-8.6793e-02, -1.3273e-01, -6.6725e-02, -4.2735e-02, -1.4354e-01,\n",
|
|
|
+ " -6.6567e-02, 5.3201e-04, -3.2495e-02, 3.5679e-03, 2.1317e-02,\n",
|
|
|
+ " -2.6205e-02, -1.8638e-01, -1.0399e-01, -1.2792e-01, -1.7936e-02,\n",
|
|
|
+ " -9.0310e-02, 3.4338e-02, -1.1248e-01, -1.3061e-01, -1.1366e-01,\n",
|
|
|
+ " -9.6061e-02, -1.3805e-01, -2.2406e-02, -1.0630e-01, -1.6438e-01,\n",
|
|
|
+ " -1.2332e-01, 2.8991e-02, -5.0817e-02, -1.1709e-01, -9.8772e-02,\n",
|
|
|
+ " -8.4649e-03, -9.1181e-02, -5.3188e-02, 3.3847e-02, -1.5827e-01,\n",
|
|
|
+ " 9.3885e-04, -1.7985e-02, 1.3735e-03, 1.8477e-02, -3.4805e-02,\n",
|
|
|
+ " -1.6260e-01, -6.5041e-02, 8.5000e-03, -4.7929e-02, -1.3295e-01,\n",
|
|
|
+ " 3.8878e-02, -1.3947e-01, -8.4026e-02, -1.1630e-01, -1.3717e-01,\n",
|
|
|
+ " -1.2400e-01, 2.1457e-02, 2.4031e-02, -8.1050e-02, -1.5324e-01,\n",
|
|
|
+ " -8.9163e-02, -4.7711e-02, -7.0807e-02, -9.0961e-02, -2.6770e-01,\n",
|
|
|
+ " -6.5917e-04, -1.0183e-01, -1.3217e-01, -4.2975e-02, 2.3859e-02,\n",
|
|
|
+ " 1.6115e-02, -1.3844e-01, -1.5313e-01, -3.4059e-02, -7.5220e-02,\n",
|
|
|
+ " -6.4607e-02, 7.2636e-03, -1.2776e-01, -1.0458e-01, 2.5047e-02,\n",
|
|
|
+ " -1.6031e-01, -2.9688e-02, 5.0777e-02, -3.5272e-02, -2.6390e-02,\n",
|
|
|
+ " -1.6408e-01, -3.0431e-02, -1.2528e-01, -1.7649e-02, 6.7263e-02,\n",
|
|
|
+ " -1.6655e-02, -3.1804e-02, -9.8243e-02, -8.8797e-02, -1.1087e-01,\n",
|
|
|
+ " -7.3897e-02, -1.9555e-01, -1.6022e-01, -2.4057e-02, -2.3284e-02,\n",
|
|
|
+ " -7.0602e-02, -1.0347e-02, 8.8440e-03, -1.1729e-01, -1.3889e-01,\n",
|
|
|
+ " 8.0252e-03, -8.2669e-03, -1.1022e-01, -7.4807e-02, 1.2940e-02,\n",
|
|
|
+ " 3.4162e-02, 8.3212e-03, -1.2754e-01, -1.9855e-01, 1.2358e-02,\n",
|
|
|
+ " -9.0342e-02, -1.0242e-01, -7.2511e-02, 3.6299e-02, -1.3972e-01,\n",
|
|
|
+ " -5.6527e-02, -1.5872e-01, -4.9781e-03, -2.1046e-02, -1.1638e-02,\n",
|
|
|
+ " -2.1501e-01, -4.7430e-02, -1.0276e-01, 2.1549e-02, -1.3335e-01,\n",
|
|
|
+ " 1.3701e-02, -1.4441e-01, -1.0542e-01, -1.4748e-02, -4.0317e-02,\n",
|
|
|
+ " 7.7617e-03, -1.2679e-01, -1.6909e-01, -1.9766e-03, 2.1808e-03,\n",
|
|
|
+ " -3.0815e-01, 5.3459e-03, -4.5972e-02, 1.9380e-02, -9.7949e-02,\n",
|
|
|
+ " -7.2912e-02, -1.8447e-01, -1.2318e-01, -1.9240e-01, -1.6579e-01,\n",
|
|
|
+ " -5.5770e-02, -1.1687e-01, -1.1833e-02, -1.0228e-01, 2.2002e-02,\n",
|
|
|
+ " -1.0304e-01, -1.0377e-01, -1.3162e-01, 3.6941e-03, -1.1690e-01,\n",
|
|
|
+ " -2.3378e-01, -1.5269e-01, -7.5032e-04, -9.7745e-02, -8.4455e-02,\n",
|
|
|
+ " -2.7888e-02, -2.3773e-01, -2.1653e-02, -1.7573e-01, -1.8061e-01,\n",
|
|
|
+ " -2.1561e-02, -1.1722e-01, -1.4737e-01, 2.9742e-03, -4.0794e-03,\n",
|
|
|
+ " -5.8864e-02, 1.6823e-02, -1.3799e-01, 5.1067e-03, -8.3120e-02,\n",
|
|
|
+ " -1.3382e-01, -1.5652e-01, -3.3586e-03, -7.9880e-02, 1.3757e-02,\n",
|
|
|
+ " 1.7219e-02, -3.7654e-02, -8.4988e-02, -1.5814e-01, -6.3047e-02,\n",
|
|
|
+ " 2.7168e-02, -8.5419e-02, -1.0654e-01, -1.1296e-01, -2.6001e-02,\n",
|
|
|
+ " -2.1829e-01, -1.0431e-01, -2.9761e-02, -2.4192e-02, -1.1936e-01,\n",
|
|
|
+ " -1.2771e-02, -1.1051e-01, -1.2422e-01, -7.8099e-02, -1.4582e-01,\n",
|
|
|
+ " -1.0356e-01, -3.1691e-03, 9.3719e-03, -4.3484e-02, -1.5974e-01,\n",
|
|
|
+ " -1.4964e-01, 2.4661e-02, -4.3233e-02, -3.8468e-02, -1.8815e-01,\n",
|
|
|
+ " -1.3391e-01, -1.2735e-01, -9.1254e-02, -2.1824e-02, -5.5526e-02,\n",
|
|
|
+ " 1.3637e-02, -8.3396e-02, -1.0058e-01, 4.5114e-03, -2.9954e-02,\n",
|
|
|
+ " -1.0805e-01, -6.2895e-02, -8.7442e-03, -1.7255e-01, -1.5905e-01,\n",
|
|
|
+ " -4.3197e-02, -7.5031e-03, -2.4771e-02, -2.2847e-02, -1.6216e-01,\n",
|
|
|
+ " -1.6504e-01, -1.5654e-01, 2.4271e-02, 4.0282e-02, -1.3848e-01,\n",
|
|
|
+ " -2.8814e-03, -6.9546e-02, 2.6762e-03, -9.1765e-02, 3.2434e-03,\n",
|
|
|
+ " -9.5676e-03, -8.0506e-02, -2.0220e-02, -1.7308e-01, 9.5298e-03,\n",
|
|
|
+ " -1.1707e-01, -8.8820e-02, -2.2955e-02, -1.5173e-01, -2.2106e-02,\n",
|
|
|
+ " 2.0946e-02, -8.9295e-02, -4.8848e-02, 3.5032e-03, 2.0475e-02,\n",
|
|
|
+ " -1.5258e-01, 1.4960e-02, -1.0382e-01, -5.0632e-02, -1.1576e-01,\n",
|
|
|
+ " -6.9290e-02, 1.6039e-02, -4.6172e-02, -7.5359e-02, 9.4630e-03,\n",
|
|
|
+ " -8.4750e-02, 4.4169e-02, -1.8787e-02, -1.1167e-01, -5.8317e-02,\n",
|
|
|
+ " -1.4528e-01, 1.2048e-01, -9.2659e-03, -1.3281e-01, -1.3917e-01,\n",
|
|
|
+ " -1.5302e-01, -1.3957e-01, 4.6806e-02, 1.4137e-02, 6.4283e-02,\n",
|
|
|
+ " -1.4666e-01, -1.5984e-01, -8.4985e-02, -8.8646e-02, -1.6962e-01,\n",
|
|
|
+ " -1.2399e-01, -1.3601e-01, -1.2960e-01, -1.3476e-02, -1.0489e-03,\n",
|
|
|
+ " -1.6581e-01, -2.8887e-01, -1.6468e-01, -1.0765e-02, -1.5016e-01,\n",
|
|
|
+ " -1.8598e-01, -1.5628e-01, -1.7524e-03, -1.2980e-01, -5.1223e-02,\n",
|
|
|
+ " -1.0351e-01, -5.2355e-02, 4.7348e-02, 7.3378e-03, 2.3500e-02,\n",
|
|
|
+ " -1.1931e-01, -1.2308e-02, 2.7727e-02, -2.4918e-02, -8.2557e-02,\n",
|
|
|
+ " -2.0596e-02, -1.1749e-01, -5.8370e-02, -9.6944e-02, -4.8841e-02,\n",
|
|
|
+ " 9.3331e-02, -1.5909e-01, -9.6716e-03, -1.2862e-01, -1.5507e-01,\n",
|
|
|
+ " 8.2452e-03, -1.6377e-01, -3.7257e-02, -6.3470e-02, -1.4220e-01,\n",
|
|
|
+ " 2.2751e-02, -1.3745e-01, -1.8487e-01, -4.6629e-02, -4.6447e-02,\n",
|
|
|
+ " -1.8257e-02, -1.6756e-02, -2.1092e-04, -8.8882e-02, -6.2106e-03,\n",
|
|
|
+ " 4.4052e-03, 2.0088e-02, -8.8539e-02, -9.8805e-02, -4.9552e-04,\n",
|
|
|
+ " -1.3909e-01, -5.7617e-02, -5.0809e-02, -3.2587e-02, 1.6859e-02,\n",
|
|
|
+ " 1.6628e-03, -1.3163e-01, -9.8775e-02, -1.1770e-01, -1.2868e-01,\n",
|
|
|
+ " -1.0007e-01, 2.0767e-02, -1.3349e-01, -3.5170e-02, 2.0593e-03,\n",
|
|
|
+ " -1.0743e-01, -3.2216e-02, -9.0504e-02, -1.0324e-01, -1.3489e-02,\n",
|
|
|
+ " -1.3809e-01, -1.3354e-01, 4.3896e-03, -1.0349e-01, 1.0057e-02,\n",
|
|
|
+ " -1.1921e-01, -7.1377e-02, -1.7668e-01, -1.3155e-01, -1.1010e-01,\n",
|
|
|
+ " -2.1758e-02, -6.7443e-02, -1.9857e-01, -3.9443e-02, 1.0188e-02,\n",
|
|
|
+ " -1.3338e-01, -6.5046e-03, -1.5402e-01, -1.2429e-01, -9.7352e-02,\n",
|
|
|
+ " -9.3424e-02, -1.3016e-01, -1.1442e-01, 2.3610e-02, -2.2624e-02,\n",
|
|
|
+ " -1.1876e-01, -2.7071e-02, -3.8532e-03, -5.2687e-03, -1.8727e-01,\n",
|
|
|
+ " 1.5263e-02, -1.3267e-01, -1.4611e-01, -1.8200e-02, 2.6524e-02,\n",
|
|
|
+ " -7.8443e-02, -1.3597e-01, -9.1986e-02, -3.4268e-01, -3.6533e-03,\n",
|
|
|
+ " 2.5433e-03, -1.4556e-01, -8.8069e-02, -1.6032e-01, -1.2185e-01,\n",
|
|
|
+ " -4.2159e-02, 1.1752e-02, 2.7158e-02, -1.2127e-01, -3.0320e-02,\n",
|
|
|
+ " -8.9966e-02, -2.1102e-02, -1.1617e-01, -1.0452e-01, 1.4813e-02,\n",
|
|
|
+ " -1.1594e-01, -1.2214e-01, -8.1924e-02, -9.0659e-02, -7.8940e-02,\n",
|
|
|
+ " -1.1861e-01, 4.8014e-02, -1.3239e-01, -9.8400e-02, 3.1934e-02,\n",
|
|
|
+ " -9.3123e-03, -1.2877e-02, -1.4978e-01, -1.1753e-02, -2.6972e-02,\n",
|
|
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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+ " -1.1666e-01, -1.0328e-01, -5.0498e-02, 2.5734e-02, 2.0206e-02,\n",
|
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+ " -1.0861e-01, -2.0157e-02, 2.9221e-02, -6.5266e-02, 7.1984e-02,\n",
|
|
|
+ " 1.4062e-02, 9.5662e-04])), ('pretrained_model.layer4.1.bn2.running_mean', tensor([-0.0895, -0.0581, -0.0675, -0.0428, -0.0343, -0.0192, -0.0375, -0.0264,\n",
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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+ " -0.0217, -0.0323, -0.0638, -0.0452, -0.0226, -0.0346, -0.0135, -0.0398,\n",
|
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+ " -0.0026, -0.0503, -0.0371, -0.0245, -0.0385, -0.0256, -0.0491, -0.1216,\n",
|
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|
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+ " -0.0463, -0.0623, -0.0849, -0.0128, -0.0958, -0.0305, -0.0312, -0.0825,\n",
|
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+ " -0.0573, -0.0340, -0.0563, -0.0083, -0.0333, -0.0091, -0.0587, -0.0539,\n",
|
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|
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|
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+ " -0.0164, -0.0415, -0.0422, -0.0102, -0.0717, -0.0159, -0.0964, -0.1068,\n",
|
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+ " -0.0261, -0.0218, -0.0198, -0.0265, -0.0931, -0.0277, -0.0289, -0.0966,\n",
|
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+ " -0.0115, -0.0365, -0.0434, -0.0194, -0.0173, -0.0585, -0.0152, -0.0252,\n",
|
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+ " -0.0218, -0.0396, -0.0737, -0.0456, -0.0940, -0.1548, -0.0491, -0.0122,\n",
|
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+ " -0.0310, -0.0289, -0.0172, -0.0561, -0.0283, -0.0318, -0.0231, -0.0227,\n",
|
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|
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+ " -0.0328, -0.0509, -0.0172, -0.1093, -0.0494, -0.0677, -0.0600, -0.0661,\n",
|
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|
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+ " -0.0294, -0.0780, -0.0245, -0.0361, -0.0425, -0.0704, -0.0821, -0.0164,\n",
|
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+ " -0.0360, -0.0547, -0.0396, -0.0244, -0.0345, -0.0949, -0.0139, -0.0542,\n",
|
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+ " -0.0542, -0.0164, -0.0315, -0.0326, -0.0504, -0.0537, -0.3005, -0.0204,\n",
|
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+ " -0.0379, -0.0625, -0.0917, -0.0743, -0.0426, -0.0217, -0.0273, -0.0608,\n",
|
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+ " -0.0516, -0.0255, -0.0049, -0.0267, -0.0355, -0.0516, -0.0173, -0.0543,\n",
|
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+ " -0.0012, -0.0411, -0.0460, -0.0374, -0.0529, -0.0397, -0.0529, -0.0576,\n",
|
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+ " -0.0226, -0.0174, -0.0243, -0.0805, -0.0386, -0.0409, -0.0059, -0.0155,\n",
|
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+ " -0.0651, -0.0336, -0.0162, -0.0352, -0.0091, -0.0318, -0.0515, -0.0143,\n",
|
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+ " -0.0453, -0.0661, -0.0717, -0.0048, -0.0477, -0.0633, -0.0209, -0.0475,\n",
|
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+ " -0.0106, -0.0476, -0.0300, -0.0480, -0.0781, -0.0223, -0.0194, -0.0176,\n",
|
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+ " -0.0764, -0.0690, -0.0348, -0.0160, -0.0630, -0.0373, -0.0473, -0.0424,\n",
|
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+ " -0.0359, -0.0249, -0.0713, -0.0097, -0.0227, 0.1386, -0.0650, -0.0333,\n",
|
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+ " -0.0039, -0.0457, -0.0348, -0.0247, -0.0427, -0.0418, 0.0029, -0.0224,\n",
|
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+ " -0.0363, -0.0869, -0.0330, -0.0756, -0.0771, -0.0961, -0.0275, -0.0825,\n",
|
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+ " -0.0538, -0.0252, -0.0480, -0.0255, -0.0275, -0.0371, -0.0107, -0.0529,\n",
|
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+ " -0.0778, -0.0136, -0.0513, -0.0292, -0.0466, -0.0766, -0.0088, -0.0233,\n",
|
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|
+ " -0.0298, -0.0347, -0.0449, -0.0314, -0.0649, -0.0302, -0.0322, -0.0372])), ('pretrained_model.layer4.1.bn2.running_var', tensor([0.0456, 0.0112, 0.0117, 0.0120, 0.0096, 0.0137, 0.0104, 0.0065, 0.0092,\n",
|
|
|
+ " 0.0187, 0.0138, 0.0178, 0.0107, 0.0139, 0.0172, 0.0139, 0.0288, 0.0097,\n",
|
|
|
+ " 0.0107, 0.0124, 0.0158, 0.0049, 0.0089, 0.0080, 0.0081, 0.0083, 0.0165,\n",
|
|
|
+ " 0.0160, 0.0138, 0.0096, 0.0143, 0.0173, 0.0148, 0.0088, 0.0080, 0.0236,\n",
|
|
|
+ " 0.0106, 0.0095, 0.0100, 0.0139, 0.0086, 0.0135, 0.0099, 0.0052, 0.0119,\n",
|
|
|
+ " 0.0150, 0.0251, 0.0068, 0.0170, 0.0071, 0.0083, 0.0123, 0.0213, 0.0096,\n",
|
|
|
+ " 0.0102, 0.0067, 0.0087, 0.0121, 0.0088, 0.0153, 0.0121, 0.0150, 0.0091,\n",
|
|
|
+ " 0.0087, 0.0122, 0.0125, 0.0109, 0.0085, 0.0105, 0.0119, 0.0109, 0.0104,\n",
|
|
|
+ " 0.0099, 0.0077, 0.0105, 0.0126, 0.0114, 0.0125, 0.0139, 0.0084, 0.0149,\n",
|
|
|
+ " 0.0093, 0.0089, 0.0125, 0.0220, 0.0143, 0.0103, 0.0101, 0.0041, 0.0075,\n",
|
|
|
+ " 0.0120, 0.0166, 0.0166, 0.0144, 0.0181, 0.0068, 0.0155, 0.0153, 0.0074,\n",
|
|
|
+ " 0.0118, 0.0105, 0.0140, 0.0105, 0.0081, 0.0098, 0.0099, 0.0119, 0.0081,\n",
|
|
|
+ " 0.0099, 0.0099, 0.0129, 0.0058, 0.0151, 0.0121, 0.0142, 0.0089, 0.0126,\n",
|
|
|
+ " 0.0166, 0.0150, 0.0092, 0.0075, 0.0111, 0.0053, 0.0044, 0.0168, 0.0129,\n",
|
|
|
+ " 0.0106, 0.0180, 0.0171, 0.0126, 0.0135, 0.0146, 0.0122, 0.0113, 0.0088,\n",
|
|
|
+ " 0.0743, 0.0063, 0.0083, 0.0108, 0.0106, 0.0065, 0.0147, 0.0098, 0.0125,\n",
|
|
|
+ " 0.0166, 0.0129, 0.0087, 0.0147, 0.0074, 0.0172, 0.0144, 0.0135, 0.0087,\n",
|
|
|
+ " 0.0175, 0.0190, 0.0130, 0.0121, 0.0094, 0.0160, 0.0090, 0.0094, 0.0115,\n",
|
|
|
+ " 0.0087, 0.0109, 0.0107, 0.0122, 0.0108, 0.0109, 0.0136, 0.0137, 0.0104,\n",
|
|
|
+ " 0.0133, 0.0071, 0.0106, 0.0317, 0.0139, 0.0057, 0.0148, 0.0108, 0.0093,\n",
|
|
|
+ " 0.0083, 0.0146, 0.0048, 0.0116, 0.0093, 0.0133, 0.0080, 0.0068, 0.0173,\n",
|
|
|
+ " 0.0091, 0.0101, 0.0075, 0.0081, 0.0164, 0.0041, 0.0095, 0.0046, 0.0084,\n",
|
|
|
+ " 0.0072, 0.0114, 0.0160, 0.0190, 0.0093, 0.0084, 0.0092, 0.0054, 0.0156,\n",
|
|
|
+ " 0.0090, 0.0082, 0.0084, 0.0111, 0.0133, 0.0134, 0.0131, 0.0095, 0.0160,\n",
|
|
|
+ " 0.0117, 0.0173, 0.0137, 0.0113, 0.0082, 0.0118, 0.0162, 0.0073, 0.0072,\n",
|
|
|
+ " 0.0088, 0.0103, 0.0103, 0.0114, 0.0136, 0.0170, 0.0093, 0.0188, 0.0117,\n",
|
|
|
+ " 0.0132, 0.0182, 0.0167, 0.0127, 0.0110, 0.0268, 0.0089, 0.0077, 0.0166,\n",
|
|
|
+ " 0.0050, 0.0141, 0.0087, 0.0086, 0.0068, 0.0093, 0.0130, 0.0076, 0.0218,\n",
|
|
|
+ " 0.0176, 0.0151, 0.0068, 0.0114, 0.0165, 0.0123, 0.0149, 0.0099, 0.0082,\n",
|
|
|
+ " 0.0186, 0.0044, 0.0099, 0.0145, 0.0108, 0.0178, 0.0105, 0.0095, 0.0140,\n",
|
|
|
+ " 0.0127, 0.0244, 0.0148, 0.0144, 0.0090, 0.0098, 0.0072, 0.0183, 0.0150,\n",
|
|
|
+ " 0.0127, 0.0052, 0.0137, 0.0164, 0.0068, 0.0151, 0.0091, 0.0076, 0.0157,\n",
|
|
|
+ " 0.0150, 0.0184, 0.0091, 0.0292, 0.0059, 0.0091, 0.0086, 0.0163, 0.0078,\n",
|
|
|
+ " 0.0135, 0.0092, 0.0134, 0.0190, 0.0111, 0.0151, 0.0205, 0.0160, 0.0140,\n",
|
|
|
+ " 0.0203, 0.0167, 0.0152, 0.0093, 0.0150, 0.0155, 0.0050, 0.0114, 0.0076,\n",
|
|
|
+ " 0.0182, 0.0111, 0.0148, 0.0118, 0.0131, 0.0129, 0.0094, 0.0110, 0.0092,\n",
|
|
|
+ " 0.0094, 0.0154, 0.0084, 0.0173, 0.0148, 0.0078, 0.0088, 0.0099, 0.0141,\n",
|
|
|
+ " 0.0093, 0.0081, 0.0136, 0.0218, 0.0102, 0.0306, 0.0154, 0.0134, 0.0227,\n",
|
|
|
+ " 0.0143, 0.0117, 0.0183, 0.0141, 0.0144, 0.0150, 0.0069, 0.0090, 0.0083,\n",
|
|
|
+ " 0.0143, 0.0078, 0.0148, 0.0157, 0.0053, 0.0173, 0.0096, 0.0112, 0.0165,\n",
|
|
|
+ " 0.0107, 0.0099, 0.0093, 0.0312, 0.0195, 0.0211, 0.0102, 0.0102, 0.0098,\n",
|
|
|
+ " 0.0116, 0.0078, 0.0128, 0.0112, 0.0119, 0.0155, 0.0101, 0.0105, 0.0171,\n",
|
|
|
+ " 0.0097, 0.0103, 0.0088, 0.0102, 0.0100, 0.0058, 0.0137, 0.0140, 0.0176,\n",
|
|
|
+ " 0.0103, 0.0168, 0.0219, 0.0115, 0.0105, 0.0143, 0.0106, 0.0179, 0.0071,\n",
|
|
|
+ " 0.0108, 0.0099, 0.0385, 0.0176, 0.0131, 0.0086, 0.0141, 0.0106, 0.0064,\n",
|
|
|
+ " 0.0095, 0.0142, 0.0158, 0.0059, 0.0142, 0.0108, 0.0075, 0.0149, 0.0122,\n",
|
|
|
+ " 0.0114, 0.0102, 0.0108, 0.0126, 0.0111, 0.0072, 0.0163, 0.0137, 0.0115,\n",
|
|
|
+ " 0.0097, 0.0145, 0.0135, 0.0137, 0.0162, 0.0151, 0.0132, 0.0122, 0.0151,\n",
|
|
|
+ " 0.0125, 0.0250, 0.0134, 0.0113, 0.0119, 0.0166, 0.0100, 0.0120, 0.0119,\n",
|
|
|
+ " 0.0083, 0.0135, 0.0082, 0.0107, 0.0080, 0.0095, 0.0084, 0.0067, 0.0103,\n",
|
|
|
+ " 0.0186, 0.0152, 0.0159, 0.0123, 0.0165, 0.0104, 0.0135, 0.0189, 0.0072,\n",
|
|
|
+ " 0.0077, 0.0122, 0.0185, 0.0120, 0.0110, 0.0114, 0.0104, 0.0107, 0.0163,\n",
|
|
|
+ " 0.0151, 0.0204, 0.0115, 0.0044, 0.0084, 0.0201, 0.0057, 0.0136, 0.0122,\n",
|
|
|
+ " 0.0114, 0.0153, 0.0154, 0.0070, 0.0128, 0.0133, 0.0158, 0.0105, 0.0152,\n",
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+ " 1.3708, 0.7827, 1.3641, 0.9787, 1.1578, 1.4247, 0.6930, 1.7029, 0.6897,\n",
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+ " 1.0697, 1.4448, 1.1274, 1.5575, 0.8341, 1.4456, 1.0578, 1.1378, 1.2499,\n",
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+ " 1.0985, 1.1114, 0.7213, 1.1664, 0.7610, 0.9644, 0.8890, 2.0997, 0.9041,\n",
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|
|
+ " 0.7213, 1.0549, 0.8378, 1.5317, 0.7492, 0.8409, 0.9323, 0.5484, 0.9224,\n",
|
|
|
+ " 0.7255, 1.2338, 1.7322, 1.2659, 0.7321, 0.6360, 1.0700, 0.7242, 0.8745,\n",
|
|
|
+ " 0.9418, 0.9332, 0.6936, 1.1092, 0.6935, 0.9006, 0.9926, 1.4519, 1.2077,\n",
|
|
|
+ " 0.8969, 0.9934, 1.1900, 1.1341, 1.0727, 0.7714, 1.1992, 0.9305, 1.6536,\n",
|
|
|
+ " 1.1801, 1.4826, 0.8307, 0.5421, 0.8192, 2.0295, 2.1416, 0.8110, 0.8609,\n",
|
|
|
+ " 1.0520, 0.6842, 1.3437, 1.5668, 1.1942, 1.4857, 1.3986, 1.4427, 0.5772,\n",
|
|
|
+ " 1.4648, 1.1153, 0.8031, 0.7068, 1.4889, 1.1265, 0.7823, 2.1237, 1.0159,\n",
|
|
|
+ " 0.5571, 0.7286, 1.1110, 0.6995, 1.1992, 0.7359, 1.1557, 0.9133, 1.1614,\n",
|
|
|
+ " 0.9766, 1.6679, 2.1273, 0.5345, 1.3240, 1.6062, 0.9097, 0.7703, 0.9118,\n",
|
|
|
+ " 1.7551, 1.3188, 1.5252, 1.7276, 1.2220, 1.0868, 1.3264, 2.0149, 1.0191,\n",
|
|
|
+ " 1.5623, 1.0499, 0.6612, 0.7682, 1.0723, 1.2848, 0.7994, 0.9270, 1.4174,\n",
|
|
|
+ " 1.3435, 1.1069, 1.5198, 1.3717, 1.3074, 1.5736, 0.9012, 0.7558, 0.9706,\n",
|
|
|
+ " 0.7271, 0.8340, 1.1465, 0.5823, 1.6547, 2.9452, 0.5896, 1.0186, 1.2551,\n",
|
|
|
+ " 0.7097, 1.2608, 1.3075, 0.8035, 2.8716, 0.9033, 1.2977, 1.0767, 0.9702,\n",
|
|
|
+ " 0.8410, 1.3279, 1.3631, 1.0245, 0.9639, 1.0286, 1.2868, 0.7281, 0.6686,\n",
|
|
|
+ " 0.5852, 1.8439, 0.7399, 1.1463, 1.3078, 0.9153, 1.0449, 0.7306, 1.6010,\n",
|
|
|
+ " 0.7410, 0.6454, 0.8621, 1.0192, 0.8339, 1.3331, 2.9797, 0.7186, 1.8792,\n",
|
|
|
+ " 1.0017, 1.5095, 0.9857, 0.8135, 1.0945, 0.9666, 0.5923, 1.1086, 0.8167,\n",
|
|
|
+ " 0.9734, 0.5256, 1.4602, 1.1337, 0.5714, 1.5424, 1.5174, 0.8934, 0.7417,\n",
|
|
|
+ " 0.7609, 1.2117, 2.0965, 1.0148, 0.9262, 0.7574, 0.8057, 0.7863, 1.1359,\n",
|
|
|
+ " 0.8072, 3.1992, 0.6290, 0.7430, 1.3332, 0.9399, 1.4368, 1.1690, 1.2235,\n",
|
|
|
+ " 1.3339, 1.1361, 0.9442, 1.3736, 1.5344, 0.8454, 0.8497, 1.5620, 2.0146,\n",
|
|
|
+ " 1.3359, 0.6246, 1.1764, 0.9255, 0.7867, 0.8732, 1.1734, 0.9239, 0.7990,\n",
|
|
|
+ " 1.1813, 1.1207, 0.8353, 1.0635, 0.7754, 1.4395, 0.8557, 0.8158, 0.9780,\n",
|
|
|
+ " 0.8632, 0.8109, 0.8944, 1.0216, 0.9093, 0.7805, 0.7917, 1.4343, 0.9240,\n",
|
|
|
+ " 0.6996, 0.9667, 0.9434, 0.8243, 1.6961, 0.9357, 0.9925, 0.6737, 1.1230,\n",
|
|
|
+ " 0.7334, 0.8118, 1.4091, 1.2498, 1.3334, 1.2136, 0.8785, 0.7560, 0.7739,\n",
|
|
|
+ " 1.4718, 1.0995, 0.9524, 1.0549, 1.2327, 0.9647, 0.5669, 1.1219, 1.2167,\n",
|
|
|
+ " 1.3645, 1.3572, 0.7887, 0.8119, 1.1277, 0.9359, 1.5053, 1.2143, 0.7290,\n",
|
|
|
+ " 1.7980, 0.7641, 1.2991, 1.9280, 1.5320, 1.4499, 0.9859, 0.8736, 1.1663,\n",
|
|
|
+ " 1.5148, 1.2126, 1.1182, 1.1837, 1.7732, 0.7148, 1.1748, 1.0460, 2.2146,\n",
|
|
|
+ " 0.9739, 1.9353, 0.6978, 0.7869, 1.5131, 0.9117, 1.0055, 1.1048, 0.9478,\n",
|
|
|
+ " 1.1670, 1.1508, 1.0680, 0.8121, 1.3979, 1.8147, 1.2395, 1.3464, 0.8580,\n",
|
|
|
+ " 1.2794, 4.3395, 1.3030, 0.5221, 1.1968, 1.1242, 0.6126, 1.1890, 1.2811,\n",
|
|
|
+ " 2.2363, 0.9961, 0.9954, 0.9328, 2.4707, 1.4140, 0.9281, 0.9070, 1.1936,\n",
|
|
|
+ " 0.5566, 0.7317, 1.1917, 1.1556, 0.9082, 1.7250, 1.0797, 1.1006])), ('pretrained_model.layer4.2.bn1.num_batches_tracked', tensor(0)), ('pretrained_model.layer4.2.conv2.weight', tensor([[[[ 2.8622e-03, 4.3460e-03, 6.8570e-03],\n",
|
|
|
+ " [ 3.7621e-03, 4.9132e-03, 8.4799e-03],\n",
|
|
|
+ " [ 8.2097e-03, 5.2934e-03, 8.9883e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.4876e-03, 7.4930e-03, 1.0265e-02],\n",
|
|
|
+ " [ 7.3925e-03, 1.2411e-02, 5.3890e-03],\n",
|
|
|
+ " [ 6.8303e-03, 1.0284e-02, 3.9352e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.5359e-03, 2.7336e-03, 2.6623e-03],\n",
|
|
|
+ " [-2.6599e-04, -3.3604e-03, -8.0718e-04],\n",
|
|
|
+ " [-1.3668e-03, -2.0044e-03, -2.1477e-04]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.9640e-03, 2.4739e-03, 3.5624e-03],\n",
|
|
|
+ " [ 8.6863e-04, 3.3596e-03, 7.4239e-03],\n",
|
|
|
+ " [ 6.5283e-03, 1.3958e-02, 1.1191e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.1471e-03, -2.6395e-03, -5.3400e-03],\n",
|
|
|
+ " [-5.4575e-04, -3.9557e-04, -4.2191e-03],\n",
|
|
|
+ " [-8.2467e-03, -8.6885e-03, -1.1831e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.9236e-03, -1.0924e-02, -4.3205e-03],\n",
|
|
|
+ " [-1.9257e-03, -4.8700e-03, 3.2503e-03],\n",
|
|
|
+ " [ 3.8479e-04, -2.8046e-03, 2.6795e-03]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[-5.1585e-03, -3.7480e-03, -3.6516e-03],\n",
|
|
|
+ " [-4.9310e-03, -4.8656e-03, -4.4243e-03],\n",
|
|
|
+ " [ 1.3842e-03, 4.3667e-03, 8.0978e-04]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 9.0151e-03, 1.0521e-02, 1.3904e-02],\n",
|
|
|
+ " [ 3.6731e-03, 7.5034e-03, 9.7238e-03],\n",
|
|
|
+ " [ 1.7137e-03, 5.9445e-03, 5.9036e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.5114e-02, 1.6149e-02, 2.0465e-02],\n",
|
|
|
+ " [ 1.0168e-02, 5.1772e-03, 1.2459e-02],\n",
|
|
|
+ " [ 1.4852e-02, 1.2942e-02, 1.9695e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.2787e-03, -6.3069e-03, -1.1821e-02],\n",
|
|
|
+ " [-5.1576e-03, -3.5174e-03, -5.3861e-03],\n",
|
|
|
+ " [ 2.4476e-03, 3.8140e-03, 2.3321e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.7222e-03, -8.6258e-03, -2.2908e-03],\n",
|
|
|
+ " [-6.0043e-03, -6.8204e-03, -4.1543e-03],\n",
|
|
|
+ " [-3.6984e-03, -5.6922e-03, -4.6917e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.7850e-04, 1.1214e-03, -2.0031e-03],\n",
|
|
|
+ " [ 2.3907e-03, 8.0591e-03, 2.4640e-03],\n",
|
|
|
+ " [-3.6255e-03, 8.9599e-04, -6.2562e-03]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 1.0159e-03, 8.8872e-04, -3.2771e-03],\n",
|
|
|
+ " [-6.1087e-03, -3.1055e-03, -5.9302e-03],\n",
|
|
|
+ " [-5.1283e-03, -4.0419e-03, -4.2212e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.4453e-02, 1.8727e-02, 2.8171e-02],\n",
|
|
|
+ " [ 1.6586e-02, 1.0890e-02, 2.0456e-02],\n",
|
|
|
+ " [ 1.2508e-02, 1.0642e-02, 1.6820e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.2947e-02, 6.0297e-03, 1.3157e-02],\n",
|
|
|
+ " [ 1.0959e-02, -3.9737e-03, 8.8010e-03],\n",
|
|
|
+ " [ 1.6061e-02, 5.6571e-03, 1.2045e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.9467e-02, -1.9432e-02, -2.2193e-02],\n",
|
|
|
+ " [-1.0994e-02, -9.8265e-03, -1.5642e-02],\n",
|
|
|
+ " [-1.6934e-02, -1.7939e-02, -2.0418e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.3641e-02, -1.3895e-02, -1.1743e-02],\n",
|
|
|
+ " [-1.0377e-02, -1.0536e-02, -6.8997e-03],\n",
|
|
|
+ " [-8.8334e-03, -1.5472e-02, -1.2379e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.7646e-02, -1.9963e-02, -1.7521e-02],\n",
|
|
|
+ " [-1.0619e-02, -7.2389e-03, -1.0232e-02],\n",
|
|
|
+ " [-1.0424e-02, -1.0923e-02, -9.7208e-03]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 1.8201e-03, 2.1317e-03, -2.7009e-04],\n",
|
|
|
+ " [ 1.7733e-04, 2.9236e-05, 2.3389e-03],\n",
|
|
|
+ " [-1.4565e-03, -1.0188e-03, 9.6538e-04]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.3149e-02, -1.3398e-02, -1.4585e-02],\n",
|
|
|
+ " [-9.0517e-03, -5.0911e-03, -9.2265e-03],\n",
|
|
|
+ " [-2.0962e-03, 2.4860e-03, -5.1588e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.3745e-03, 1.2793e-03, -2.0331e-03],\n",
|
|
|
+ " [ 5.0804e-03, 6.5050e-03, 2.1059e-03],\n",
|
|
|
+ " [ 4.1150e-03, 3.0220e-03, 6.7107e-04]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.7894e-03, 5.4518e-03, 7.9778e-03],\n",
|
|
|
+ " [ 9.9784e-03, 1.3708e-02, 1.8736e-02],\n",
|
|
|
+ " [ 7.4680e-03, 1.0685e-02, 1.4561e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.4314e-03, 5.5866e-03, 8.0537e-03],\n",
|
|
|
+ " [ 1.0361e-03, 3.7586e-04, 3.6025e-03],\n",
|
|
|
+ " [-3.6323e-03, -2.3339e-04, -1.9814e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.8104e-02, 2.2643e-02, 3.4877e-02],\n",
|
|
|
+ " [ 2.2292e-02, 1.4041e-02, 2.8667e-02],\n",
|
|
|
+ " [ 2.7230e-02, 1.7949e-02, 3.0010e-02]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[-7.0438e-03, -1.6077e-02, -1.6491e-02],\n",
|
|
|
+ " [-8.6619e-03, -1.0257e-02, -1.6277e-02],\n",
|
|
|
+ " [-1.3802e-02, -1.2755e-02, -1.5084e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.1555e-02, 1.8148e-02, 1.6869e-02],\n",
|
|
|
+ " [ 2.2623e-02, 1.4831e-02, 2.0600e-02],\n",
|
|
|
+ " [ 2.2157e-02, 1.9822e-02, 2.1906e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.9246e-03, -5.1434e-03, -7.6977e-03],\n",
|
|
|
+ " [-2.8892e-03, -7.2441e-04, -5.9750e-03],\n",
|
|
|
+ " [-5.8364e-03, -3.3364e-03, -6.3573e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.5542e-03, 3.0190e-03, 3.0507e-05],\n",
|
|
|
+ " [ 5.9886e-03, 2.8229e-03, 1.6021e-03],\n",
|
|
|
+ " [-3.9497e-04, -5.5473e-04, -7.6913e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.0851e-02, -1.3387e-02, -1.0642e-02],\n",
|
|
|
+ " [-3.8617e-03, -8.4058e-03, -2.8962e-03],\n",
|
|
|
+ " [-2.4857e-03, -5.0829e-03, -1.9132e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.1433e-03, -3.6635e-03, -6.7085e-03],\n",
|
|
|
+ " [-4.9767e-03, -4.9525e-03, -3.2389e-03],\n",
|
|
|
+ " [-3.8885e-03, -4.3711e-03, -2.0640e-03]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 2.9893e-03, 3.1605e-03, 8.1978e-05],\n",
|
|
|
+ " [-2.1595e-03, -3.8447e-05, 1.2554e-03],\n",
|
|
|
+ " [-2.0709e-03, -3.0832e-04, -4.3493e-04]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.4782e-02, 1.3350e-02, 1.3493e-02],\n",
|
|
|
+ " [ 1.4471e-02, 8.1213e-03, 1.5256e-02],\n",
|
|
|
+ " [ 1.8969e-02, 1.8476e-02, 1.9452e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.2813e-02, -2.0125e-02, -2.1341e-02],\n",
|
|
|
+ " [-9.9182e-03, -6.2866e-03, -1.6529e-02],\n",
|
|
|
+ " [-1.2576e-02, -1.1296e-02, -1.9218e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.6286e-03, 5.1254e-03, 3.3873e-03],\n",
|
|
|
+ " [ 3.8063e-04, -6.0684e-03, -5.3204e-03],\n",
|
|
|
+ " [ 9.6354e-04, -2.9891e-03, 2.0007e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.9226e-04, -2.1545e-03, -5.6571e-04],\n",
|
|
|
+ " [-5.5155e-03, -2.9953e-03, 1.7660e-03],\n",
|
|
|
+ " [ 1.7825e-03, 5.5106e-03, 2.9869e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.4748e-04, -3.0366e-03, -4.2358e-03],\n",
|
|
|
+ " [-5.4971e-03, -8.9303e-03, -1.1392e-02],\n",
|
|
|
+ " [-1.3906e-02, -1.4200e-02, -1.8313e-02]]]])), ('pretrained_model.layer4.2.bn2.weight', tensor([0.2311, 0.2762, 0.2201, 0.2425, 0.2748, 0.1922, 0.2574, 0.2434, 0.2122,\n",
|
|
|
+ " 0.2519, 0.2649, 0.2752, 0.2822, 0.2141, 0.2094, 0.3142, 0.2259, 0.2124,\n",
|
|
|
+ " 0.2510, 0.1760, 0.2219, 0.2247, 0.1978, 0.2267, 0.2801, 0.2296, 0.2010,\n",
|
|
|
+ " 0.1753, 0.2377, 0.2489, 0.2742, 0.1338, 0.2806, 0.2029, 0.2834, 0.2256,\n",
|
|
|
+ " 0.1994, 0.2231, 0.2302, 0.2003, 0.2508, 0.2412, 0.2441, 0.2151, 0.2575,\n",
|
|
|
+ " 0.2265, 0.1480, 0.2121, 0.2323, 0.2363, 0.2952, 0.2372, 0.2681, 0.2101,\n",
|
|
|
+ " 0.2377, 0.2333, 0.2615, 0.2582, 0.1763, 0.2257, 0.2160, 0.2982, 0.2224,\n",
|
|
|
+ " 0.2381, 0.2438, 0.1674, 0.1783, 0.1118, 0.2460, 0.2786, 0.1963, 0.1934,\n",
|
|
|
+ " 0.2142, 0.2095, 0.2511, 0.3040, 0.2810, 0.2557, 0.2192, 0.2784, 0.2311,\n",
|
|
|
+ " 0.2577, 0.1961, 0.2422, 0.2374, 0.2325, 0.2197, 0.2282, 0.2091, 0.2574,\n",
|
|
|
+ " 0.2090, 0.3036, 0.2281, 0.2543, 0.2605, 0.2206, 0.2274, 0.2264, 0.2878,\n",
|
|
|
+ " 0.2778, 0.1800, 0.2319, 0.2023, 0.2815, 0.2849, 0.2338, 0.2267, 0.2604,\n",
|
|
|
+ " 0.2541, 0.1987, 0.2816, 0.2454, 0.2308, 0.2069, 0.1897, 0.2110, 0.2407,\n",
|
|
|
+ " 0.2292, 0.1636, 0.2293, 0.1636, 0.2659, 0.2235, 0.2519, 0.2405, 0.2180,\n",
|
|
|
+ " 0.2687, 0.2774, 0.2271, 0.1896, 0.2172, 0.1976, 0.2247, 0.2803, 0.1954,\n",
|
|
|
+ " 0.1977, 0.2144, 0.1749, 0.2222, 0.2238, 0.1746, 0.2302, 0.1999, 0.2592,\n",
|
|
|
+ " 0.2001, 0.2187, 0.2970, 0.2215, 0.2131, 0.1757, 0.2407, 0.2471, 0.2782,\n",
|
|
|
+ " 0.2744, 0.1802, 0.2108, 0.2018, 0.2712, 0.2121, 0.3086, 0.2628, 0.2327,\n",
|
|
|
+ " 0.2601, 0.1882, 0.2887, 0.2510, 0.2455, 0.2439, 0.1852, 0.2350, 0.2261,\n",
|
|
|
+ " 0.2753, 0.2483, 0.2959, 0.3121, 0.2427, 0.3135, 0.3207, 0.2725, 0.2698,\n",
|
|
|
+ " 0.1568, 0.2268, 0.2388, 0.2225, 0.2452, 0.3052, 0.2141, 0.2139, 0.2237,\n",
|
|
|
+ " 0.2443, 0.2266, 0.2305, 0.2725, 0.2570, 0.2824, 0.2172, 0.2283, 0.2271,\n",
|
|
|
+ " 0.2431, 0.2678, 0.2894, 0.2109, 0.2026, 0.2157, 0.2327, 0.1921, 0.2612,\n",
|
|
|
+ " 0.2242, 0.2288, 0.2342, 0.2101, 0.3857, 0.2127, 0.2800, 0.2023, 0.2809,\n",
|
|
|
+ " 0.2642, 0.1829, 0.2778, 0.2484, 0.2469, 0.2375, 0.2112, 0.2277, 0.1720,\n",
|
|
|
+ " 0.2923, 0.2320, 0.2890, 0.2953, 0.1490, 0.2543, 0.1731, 0.2271, 0.2003,\n",
|
|
|
+ " 0.2156, 0.2837, 0.2242, 0.2011, 0.1992, 0.1895, 0.2691, 0.2256, 0.2493,\n",
|
|
|
+ " 0.2759, 0.2069, 0.3297, 0.2093, 0.2098, 0.2142, 0.2182, 0.2238, 0.2561,\n",
|
|
|
+ " 0.2565, 0.2380, 0.2388, 0.1879, 0.2923, 0.2341, 0.2028, 0.1848, 0.2033,\n",
|
|
|
+ " 0.1737, 0.2259, 0.2346, 0.1906, 0.2229, 0.1933, 0.2287, 0.2573, 0.2563,\n",
|
|
|
+ " 0.2709, 0.1927, 0.2226, 0.2084, 0.2545, 0.2522, 0.2137, 0.2017, 0.2522,\n",
|
|
|
+ " 0.2907, 0.2467, 0.2569, 0.2074, 0.1762, 0.2138, 0.2175, 0.2043, 0.2316,\n",
|
|
|
+ " 0.2620, 0.2400, 0.2271, 0.1897, 0.2501, 0.2461, 0.2245, 0.2493, 0.2551,\n",
|
|
|
+ " 0.2241, 0.2165, 0.1928, 0.2184, 0.1915, 0.2783, 0.2629, 0.1810, 0.2254,\n",
|
|
|
+ " 0.2602, 0.2051, 0.2206, 0.2633, 0.2258, 0.2187, 0.2539, 0.2009, 0.2177,\n",
|
|
|
+ " 0.2594, 0.2842, 0.2067, 0.2838, 0.1918, 0.2355, 0.2111, 0.2093, 0.2043,\n",
|
|
|
+ " 0.2150, 0.2260, 0.2098, 0.2187, 0.2396, 0.2278, 0.3006, 0.2351, 0.2805,\n",
|
|
|
+ " 0.2682, 0.1876, 0.2317, 0.2414, 0.1863, 0.1918, 0.2250, 0.1958, 0.1816,\n",
|
|
|
+ " 0.1946, 0.2464, 0.2330, 0.1960, 0.2355, 0.2089, 0.2239, 0.2437, 0.2406,\n",
|
|
|
+ " 0.2697, 0.2331, 0.2739, 0.1995, 0.2296, 0.2461, 0.2324, 0.2270, 0.2878,\n",
|
|
|
+ " 0.2214, 0.2439, 0.2337, 0.2153, 0.2715, 0.2005, 0.2757, 0.1946, 0.2624,\n",
|
|
|
+ " 0.2138, 0.2184, 0.2148, 0.1805, 0.2237, 0.2250, 0.2235, 0.2569, 0.1969,\n",
|
|
|
+ " 0.2048, 0.2075, 0.2636, 0.2540, 0.2617, 0.2227, 0.2692, 0.2522, 0.2780,\n",
|
|
|
+ " 0.2028, 0.2480, 0.2161, 0.1928, 0.2301, 0.2244, 0.2598, 0.2813, 0.1921,\n",
|
|
|
+ " 0.2378, 0.2287, 0.2558, 0.2464, 0.2205, 0.2482, 0.2189, 0.2551, 0.2244,\n",
|
|
|
+ " 0.2424, 0.2249, 0.2431, 0.2320, 0.2061, 0.2006, 0.2133, 0.2314, 0.2378,\n",
|
|
|
+ " 0.2304, 0.1981, 0.2322, 0.2488, 0.2191, 0.2388, 0.2100, 0.2094, 0.1764,\n",
|
|
|
+ " 0.2099, 0.2218, 0.2288, 0.3257, 0.2697, 0.1884, 0.2760, 0.2246, 0.3147,\n",
|
|
|
+ " 0.2399, 0.2474, 0.2165, 0.3232, 0.1880, 0.2420, 0.2022, 0.2222, 0.1917,\n",
|
|
|
+ " 0.2434, 0.2099, 0.2115, 0.2278, 0.2102, 0.2154, 0.1949, 0.2691, 0.2340,\n",
|
|
|
+ " 0.2451, 0.1863, 0.2503, 0.2623, 0.1891, 0.2136, 0.2222, 0.2657, 0.1531,\n",
|
|
|
+ " 0.2655, 0.2259, 0.2000, 0.1838, 0.2712, 0.2386, 0.1927, 0.2517, 0.2341,\n",
|
|
|
+ " 0.2209, 0.2126, 0.2444, 0.2305, 0.2173, 0.2678, 0.2478, 0.2661, 0.1995,\n",
|
|
|
+ " 0.2302, 0.2275, 0.2777, 0.2491, 0.1688, 0.1473, 0.2242, 0.2808, 0.2339,\n",
|
|
|
+ " 0.2545, 0.2270, 0.2093, 0.2348, 0.2907, 0.2638, 0.2075, 0.2035, 0.2400,\n",
|
|
|
+ " 0.2400, 0.3115, 0.2563, 0.2472, 0.2077, 0.2425, 0.2110, 0.2183, 0.2688,\n",
|
|
|
+ " 0.2513, 0.2477, 0.2272, 0.1967, 0.1908, 0.2337, 0.2346, 0.2381])), ('pretrained_model.layer4.2.bn2.bias', tensor([-3.8596e-02, 8.6706e-03, -8.8934e-03, -6.1567e-02, -6.5767e-02,\n",
|
|
|
+ " -2.4319e-02, -6.7862e-02, -7.8586e-02, -2.1824e-02, -2.5539e-02,\n",
|
|
|
+ " -2.8572e-02, -7.9416e-02, -1.5781e-02, -2.9143e-02, -3.3755e-02,\n",
|
|
|
+ " -6.9968e-02, -3.4594e-02, -1.1352e-02, -1.0355e-02, -1.3103e-02,\n",
|
|
|
+ " -1.1929e-02, -1.2694e-02, -6.6532e-03, -9.0186e-02, -3.6522e-02,\n",
|
|
|
+ " -1.3252e-01, -2.8352e-02, -2.8082e-02, -2.7034e-02, -3.5813e-02,\n",
|
|
|
+ " -2.2831e-02, -2.2446e-02, -2.3214e-01, -1.5765e-01, -4.9593e-02,\n",
|
|
|
+ " -9.2071e-03, -1.3139e-02, -2.0589e-02, -1.5120e-01, -1.4013e-02,\n",
|
|
|
+ " 8.5973e-03, -2.5530e-02, -2.2489e-02, -5.6634e-02, -3.0019e-02,\n",
|
|
|
+ " -4.1595e-02, -3.1187e-02, -3.8780e-02, -3.6629e-02, -2.2318e-02,\n",
|
|
|
+ " 1.6367e-02, 9.2515e-03, -3.6938e-02, -6.0452e-02, -4.2735e-03,\n",
|
|
|
+ " -1.6342e-02, -3.3149e-02, -1.6012e-02, -1.7026e-02, -4.3295e-02,\n",
|
|
|
+ " -4.2432e-02, -2.7761e-02, -1.5528e-02, -2.9065e-02, -1.6186e-02,\n",
|
|
|
+ " -1.1006e-02, -1.8258e-03, 9.5592e-02, -3.2231e-02, -4.6929e-02,\n",
|
|
|
+ " -1.1410e-01, -1.3929e-02, -1.2188e-01, -4.1134e-02, -1.3097e-02,\n",
|
|
|
+ " -6.5626e-03, -6.6948e-02, 2.4133e-02, -4.4243e-02, -3.6017e-02,\n",
|
|
|
+ " -1.7116e-02, -6.8880e-03, 2.2758e-03, -3.1085e-02, -1.0629e-01,\n",
|
|
|
+ " 1.9292e-04, 5.1383e-03, -1.9420e-02, 2.3883e-03, -5.9509e-02,\n",
|
|
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+ " -3.1620e-02, -1.7759e-02, -1.6901e-02, -6.0300e-03, -2.3337e-02,\n",
|
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+ " -2.5777e-03, -2.2012e-02, -6.9368e-02, -4.3822e-02, -4.0957e-02,\n",
|
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+ " -1.0504e-02, -3.7039e-02, -6.6790e-02, -1.1786e-02, -1.6045e-02,\n",
|
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+ " -2.7185e-02, -9.6056e-03, 2.2793e-03, -3.6036e-03, -3.4393e-02,\n",
|
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+ " -2.6257e-02, -1.4445e-02, -5.8868e-02, -7.2231e-03, -3.2794e-02,\n",
|
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+ " -4.8251e-02, -4.2873e-02, -1.6876e-01, 7.5314e-03, -3.1267e-02,\n",
|
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+ " -9.1540e-03, -2.2095e-02, -5.0264e-02, 5.1787e-03, -4.0356e-02,\n",
|
|
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+ " -1.6893e-01, -1.7008e-02, -1.3669e-02, -1.1153e-02, -3.5091e-02,\n",
|
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+ " 1.4985e-02, -2.9181e-02, -3.3947e-02, -1.2577e-02, -2.3690e-02,\n",
|
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+ " -3.6310e-02, -5.3527e-02, -3.7106e-02, -2.7903e-02, -4.0786e-02,\n",
|
|
|
+ " -2.9557e-02, -1.8554e-01, -1.4745e-02, 1.1319e-02, -3.6357e-02,\n",
|
|
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+ " -3.4659e-02, -4.8118e-02, 8.1830e-03, -3.9990e-02, -1.0460e-02,\n",
|
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+ " -2.6011e-02, -2.6799e-02, -2.5369e-02, -4.4867e-02, -9.2240e-03,\n",
|
|
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+ " -1.6053e-02, -1.8737e-02, -1.0840e-02, -4.4731e-02, -1.1528e-01,\n",
|
|
|
+ " 1.6224e-02, -6.9801e-02, -2.9702e-02, -3.0871e-02, -2.7892e-02,\n",
|
|
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+ " -2.1580e-02, -3.2745e-02, 3.6277e-03, -2.6493e-02, -2.9277e-02,\n",
|
|
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+ " -7.0665e-02, -2.8333e-02, -6.9106e-02, -2.2791e-01, -6.9556e-02,\n",
|
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+ " -2.0144e-02, -3.0602e-02, 4.7350e-04, -2.0764e-02, -1.9240e-02,\n",
|
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+ " -5.0730e-03, -3.0544e-02, -1.1796e-01, -1.1664e-01, -2.5142e-02,\n",
|
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+ " -3.0200e-02, -1.1321e-02, -1.7123e-01, -1.3086e-01, -4.7148e-02,\n",
|
|
|
+ " -2.1755e-02, 5.3004e-03, -2.6211e-02, -5.0842e-02, 4.3171e-03,\n",
|
|
|
+ " -4.3078e-03, -3.5100e-02, -3.8862e-02, 3.1254e-03, -2.1452e-02,\n",
|
|
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+ " 8.1311e-03, -3.7325e-02, -5.0068e-03, -1.4193e-02, -7.5310e-03,\n",
|
|
|
+ " -1.8775e-02, -1.8173e-04, 1.3678e-03, 1.5667e-03, -6.1274e-03,\n",
|
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+ " -3.4370e-02, 7.8302e-03, -2.4781e-02, -2.8044e-02, -4.7920e-02,\n",
|
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+ " -8.8874e-02, -1.7281e-01, -1.2772e-02, -5.1402e-02, -4.0906e-02,\n",
|
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+ " -1.1587e-02, -1.3525e-02, 1.6110e-02, -3.1690e-02, -8.0082e-03,\n",
|
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+ " -1.9201e-02, -7.0304e-03, -5.7813e-02, -2.7064e-02, -1.3430e-02,\n",
|
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+ " -1.3301e-02, -3.6368e-02, 2.2221e-02, -1.8344e-02, -1.1481e-02,\n",
|
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+ " -1.6233e-02, -3.7782e-02, -1.1743e-02, -4.4495e-03, -1.9682e-02,\n",
|
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+ " -9.0114e-03, -1.3017e-02, -3.3379e-02, -6.2934e-03, 1.0330e-01,\n",
|
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+ " -2.9971e-02, -1.3096e-02, -1.5962e-01, -4.0068e-02, -1.4390e-02,\n",
|
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+ " -8.8001e-02, -3.5798e-02, -1.4311e-02, -7.8518e-03, -3.2214e-02,\n",
|
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+ " -2.2701e-02, -1.3672e-01, -1.5085e-01, -6.7656e-02, -8.8933e-02,\n",
|
|
|
+ " -7.0968e-03, -1.8520e-02, -1.2826e-02, -8.4449e-02, 8.0809e-03,\n",
|
|
|
+ " 4.4991e-03, -2.3456e-02, -3.7367e-02, -2.4565e-02, -1.9120e-02,\n",
|
|
|
+ " -1.2855e-01, -2.5160e-02, 5.8839e-03, -4.2386e-02, -7.7241e-05,\n",
|
|
|
+ " -2.3035e-02, 1.5316e-03, -2.9633e-02, -3.7725e-02, -6.3837e-02,\n",
|
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|
+ " -1.1285e-02, -2.2838e-02, 4.5068e-03, -1.7675e-02, -2.0170e-02,\n",
|
|
|
+ " -1.9500e-02, -2.4221e-02, -2.5728e-02, -4.2052e-02, -9.8745e-03,\n",
|
|
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+ " -4.2147e-02, 9.8425e-03, 2.5189e-02, -5.0504e-02, -2.2322e-02,\n",
|
|
|
+ " -1.1777e-02, 8.1397e-03, -2.1839e-02, 4.5018e-03, -2.0076e-02,\n",
|
|
|
+ " -1.9082e-02, -3.1652e-02, -1.4395e-02, -2.8456e-02, -3.8957e-02,\n",
|
|
|
+ " -3.2614e-03, -2.0745e-02, -8.2204e-02, 1.0739e-02, -5.6891e-02,\n",
|
|
|
+ " 2.8131e-03, 2.5036e-02, -1.8144e-02, -2.2630e-02, -1.9303e-02,\n",
|
|
|
+ " 6.9820e-03, -1.7760e-02, -8.3291e-02, -3.8955e-03, -3.8006e-02,\n",
|
|
|
+ " -3.2329e-02, -2.2783e-02, 1.2545e-02, -1.7192e-02, -5.4621e-02,\n",
|
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+ " -1.0552e-02, -2.3394e-02, -1.6289e-02, -1.4099e-01, -1.5966e-01,\n",
|
|
|
+ " -1.4462e-02, -1.6903e-02, -3.3337e-02, -6.3006e-02, -1.1056e-02,\n",
|
|
|
+ " 4.3974e-03, -1.5799e-03, -1.2300e-01, -1.0163e-01, -9.6553e-02,\n",
|
|
|
+ " -3.8570e-02, -9.7801e-02, -1.6904e-02, -4.5741e-02, -3.1879e-02,\n",
|
|
|
+ " -1.8221e-02, -4.6214e-02, 4.8510e-03, -3.1154e-02, 1.1176e-02,\n",
|
|
|
+ " -3.7308e-02, -1.9544e-02, -6.5991e-03, -1.7536e-02, 8.2969e-04,\n",
|
|
|
+ " -8.0468e-02, 6.4584e-03, -2.3511e-02, -2.4431e-03, -1.4355e-01,\n",
|
|
|
+ " -5.4058e-03, -1.9346e-02, -4.7828e-03, -1.8226e-02, -4.6412e-02,\n",
|
|
|
+ " 1.6143e-02, -2.2520e-02, -8.7874e-02, -4.9484e-02, -2.9680e-03,\n",
|
|
|
+ " -1.6585e-02, -1.1371e-01, -2.1658e-02, -5.1732e-02, 8.0124e-04,\n",
|
|
|
+ " -2.8938e-02, -2.2157e-02, -8.1122e-02, -2.5502e-02, -3.2518e-02,\n",
|
|
|
+ " -4.8346e-02, -5.0330e-02, -6.6838e-02, -1.5588e-02, -6.9268e-02,\n",
|
|
|
+ " -6.6926e-02, 1.6697e-05, -1.0440e-02, -1.2216e-02, 1.5794e-02,\n",
|
|
|
+ " 2.8501e-04, -2.5368e-02, -2.5171e-02, -1.2350e-01, -3.6919e-02,\n",
|
|
|
+ " -2.4915e-02, -2.4980e-02, -5.8566e-03, -7.6766e-02, 7.6988e-03,\n",
|
|
|
+ " -1.2623e-01, -2.5012e-02, -3.7473e-02, -5.9619e-02, -1.9912e-02,\n",
|
|
|
+ " -3.7467e-03, -3.8315e-02, -5.5325e-02, 6.6042e-04, -1.6814e-02,\n",
|
|
|
+ " -3.5212e-02, -3.7100e-02, -1.1754e-02, 8.7486e-03, -2.2323e-02,\n",
|
|
|
+ " -1.2899e-03, -4.1059e-02, -6.6046e-02, -1.8142e-02, -6.1744e-02,\n",
|
|
|
+ " -1.2962e-03, -2.7045e-02, -4.3241e-02, -4.0180e-02, -1.2106e-03,\n",
|
|
|
+ " -8.5330e-03, -4.3310e-02, 4.5585e-03, -1.8420e-02, -2.7171e-02,\n",
|
|
|
+ " -3.2159e-02, -1.5528e-01, -2.2906e-02, -3.4177e-02, -1.5861e-01,\n",
|
|
|
+ " -2.0123e-02, -2.3298e-02, 1.0020e-03, -1.3583e-02, 7.1186e-03,\n",
|
|
|
+ " -4.5620e-02, -2.3757e-02, -1.6820e-02, -3.3990e-02, -1.6989e-02,\n",
|
|
|
+ " -3.2194e-03, -3.7685e-02, -2.3451e-02, -2.0078e-02, -3.1419e-02,\n",
|
|
|
+ " -1.1734e-02, 9.4996e-03, -3.6332e-02, -5.2627e-02, -2.1792e-02,\n",
|
|
|
+ " -1.5049e-01, -1.4717e-02, -1.9361e-02, -2.3776e-02, -1.1212e-02,\n",
|
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|
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|
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+ " 0.0474, 0.0316, 0.0685, 0.0406, 0.0694, 0.0468, 0.0918, 0.0710, 0.0569,\n",
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+ " 0.0528, 0.0380, 0.0385, 0.0564, 0.0394, 0.0564, 0.0770, 0.0559, 0.0294,\n",
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+ " 0.0502, 0.0388, 0.0459, 0.0630, 0.0474, 0.0376, 0.0394, 0.0359, 0.0562,\n",
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+ " 0.0614, 0.0452, 0.0551, 0.0446, 0.0533, 0.0501, 0.0449, 0.0581, 0.0577,\n",
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+ " 0.0519, 0.0352, 0.0574, 0.0588, 0.0535, 0.0521, 0.0690, 0.0411, 0.0397,\n",
|
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+ " 0.1053, 0.0300, 0.0510, 0.0337, 0.0446, 0.1001, 0.0389, 0.0529, 0.0798,\n",
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+ " 0.0582, 0.0841, 0.0460, 0.0442, 0.0371, 0.0379, 0.0493, 0.0518, 0.0506,\n",
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+ " 0.0529, 0.1094, 0.0797, 0.0398, 0.0942, 0.0586, 0.0627, 0.0560, 0.0435,\n",
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+ " 0.0800, 0.0525, 0.0537, 0.0543, 0.0508, 0.0433, 0.0706, 0.0551, 0.0819,\n",
|
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+ " 0.0609, 0.0368, 0.0255, 0.0294, 0.0408, 0.0609, 0.0982, 0.0244, 0.0564,\n",
|
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|
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+ " 0.0497, 0.0575, 0.0550, 0.0689, 0.0423, 0.0313, 0.0450, 0.0633, 0.0590,\n",
|
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+ " 0.0390, 0.0596, 0.0462, 0.0651, 0.0574, 0.0551, 0.0332, 0.0656, 0.0634,\n",
|
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+ " 0.0541, 0.0480, 0.0370, 0.0511, 0.0581, 0.0386, 0.0455, 0.0518, 0.0374,\n",
|
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+ " 0.0293, 0.0397, 0.0662, 0.0414, 0.0381, 0.0409, 0.0328, 0.0371, 0.0371,\n",
|
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+ " 0.0271, 0.0330, 0.0345, 0.0602, 0.0322, 0.0370, 0.0560, 0.0507, 0.0947,\n",
|
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+ " 0.0684, 0.0496, 0.0664, 0.0709, 0.0485, 0.0417, 0.0252, 0.0613, 0.0388,\n",
|
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+ " 0.0465, 0.0425, 0.0848, 0.0590, 0.0567, 0.0326, 0.0606, 0.0312, 0.0428,\n",
|
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+ " 0.0420, 0.0651, 0.0448, 0.0294, 0.0449, 0.0310, 0.0519, 0.0503, 0.0469,\n",
|
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+ " 0.0419, 0.0365, 0.0557, 0.0413, 0.0618, 0.0688, 0.0382, 0.0574, 0.0547,\n",
|
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+ " 0.0458, 0.0391, 0.0698, 0.0425, 0.0421, 0.0696, 0.0818, 0.0947, 0.0268,\n",
|
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+ " 0.0409, 0.0419, 0.0986, 0.0421, 0.0514, 0.0520, 0.0591, 0.0463, 0.0397,\n",
|
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+ " 0.0718, 0.0558, 0.0462, 0.0542, 0.0337, 0.0424, 0.0349, 0.0448, 0.0375,\n",
|
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+ " 0.0581, 0.0336, 0.0430, 0.0289, 0.0446, 0.0442, 0.0294, 0.0423, 0.0391,\n",
|
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+ " 0.0583, 0.0648, 0.0619, 0.0394, 0.0411, 0.0955, 0.0532, 0.0358, 0.0378,\n",
|
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+ " 0.0521, 0.0419, 0.0479, 0.0395, 0.0531, 0.0371, 0.0352, 0.0504, 0.0392,\n",
|
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|
+ " 0.0402, 0.0726, 0.0505, 0.0559, 0.0347, 0.0300, 0.0393, 0.0582, 0.0483,\n",
|
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|
+ " 0.0429, 0.0465, 0.0559, 0.0438, 0.0721, 0.0594, 0.0476, 0.0538, 0.0516,\n",
|
|
|
+ " 0.0560, 0.0567, 0.0446, 0.0615, 0.0708, 0.0674, 0.0529, 0.0527, 0.0610,\n",
|
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+ " 0.0675, 0.0296, 0.0323, 0.0443, 0.0828, 0.0599, 0.0558, 0.0671, 0.0797,\n",
|
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|
+ " 0.0394, 0.0600, 0.0432, 0.0449, 0.0733, 0.0439, 0.0570, 0.0582, 0.0543,\n",
|
|
|
+ " 0.0433, 0.0369, 0.0425, 0.0300, 0.0663, 0.0577, 0.0538, 0.0369, 0.0528,\n",
|
|
|
+ " 0.0402, 0.0387, 0.0442, 0.0635, 0.0627, 0.0358, 0.0563, 0.0339, 0.0469,\n",
|
|
|
+ " 0.0526, 0.0374, 0.0747, 0.0418, 0.0458, 0.0444, 0.0501, 0.0469, 0.0755,\n",
|
|
|
+ " 0.0366, 0.0563, 0.0945, 0.0557, 0.0747, 0.0383, 0.0847, 0.0628, 0.0795,\n",
|
|
|
+ " 0.0495, 0.0371, 0.0476, 0.0309, 0.0482, 0.0726, 0.0555, 0.0469, 0.0474,\n",
|
|
|
+ " 0.0487, 0.0344, 0.0867, 0.0443, 0.0594, 0.0574, 0.0517, 0.0648, 0.0705,\n",
|
|
|
+ " 0.0351, 0.0700, 0.0605, 0.0335, 0.0394, 0.0648, 0.0556, 0.0416, 0.0371,\n",
|
|
|
+ " 0.0934, 0.0357, 0.0395, 0.0683, 0.0436, 0.0765, 0.0401, 0.0484, 0.0546,\n",
|
|
|
+ " 0.0527, 0.0407, 0.0476, 0.0662, 0.0465, 0.0377, 0.0517, 0.0492, 0.0535,\n",
|
|
|
+ " 0.0569, 0.0482, 0.0631, 0.0610, 0.0551, 0.0325, 0.0553, 0.0272, 0.0625,\n",
|
|
|
+ " 0.0452, 0.0560, 0.0526, 0.0433, 0.0484, 0.0672, 0.0516, 0.0574, 0.0519,\n",
|
|
|
+ " 0.0354, 0.0426, 0.0786, 0.0475, 0.0392, 0.0942, 0.0361, 0.0567, 0.0594,\n",
|
|
|
+ " 0.0567, 0.0411, 0.0370, 0.0426, 0.0354, 0.0534, 0.0780, 0.0369, 0.0954,\n",
|
|
|
+ " 0.0344, 0.0840, 0.0384, 0.0315, 0.0658, 0.0569, 0.0625, 0.0715, 0.0315,\n",
|
|
|
+ " 0.0346, 0.0392, 0.0534, 0.0396, 0.0896, 0.0430, 0.0362, 0.0464, 0.0448,\n",
|
|
|
+ " 0.0617, 0.1012, 0.0469, 0.0632, 0.0479, 0.0396, 0.0413, 0.0384, 0.0513,\n",
|
|
|
+ " 0.0265, 0.0791, 0.0344, 0.0353, 0.0521, 0.0596, 0.0593, 0.0566, 0.0650,\n",
|
|
|
+ " 0.0487, 0.0726, 0.0490, 0.0366, 0.0400, 0.0726, 0.0566, 0.0325])), ('pretrained_model.layer4.2.bn2.num_batches_tracked', tensor(0)), ('pretrained_model.layer4.2.conv3.weight', tensor([[[[ 0.0036]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0224]],\n",
|
|
|
+ "\n",
|
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+ " [-3.4348e-03, -2.6157e-03, -4.7047e-03],\n",
|
|
|
+ " [-5.8578e-04, -7.1535e-03, -3.6273e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.5493e-03, 2.8052e-04, 4.5615e-03],\n",
|
|
|
+ " [ 5.6967e-03, 2.1703e-04, 2.7160e-03],\n",
|
|
|
+ " [-4.1168e-03, 4.1925e-03, -5.9660e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.8292e-03, -4.8132e-03, -5.2358e-03],\n",
|
|
|
+ " [ 1.1553e-03, -2.8097e-03, 1.6099e-03],\n",
|
|
|
+ " [-2.7460e-04, 2.8963e-03, -2.2361e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.6692e-03, -4.7001e-03, -6.1810e-04],\n",
|
|
|
+ " [-6.7301e-03, -7.9483e-03, 1.1510e-03],\n",
|
|
|
+ " [ 1.3051e-03, -4.3010e-03, 4.7936e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.3859e-03, 1.5968e-03, 1.9504e-03],\n",
|
|
|
+ " [ 2.2836e-03, -3.2770e-03, -1.2503e-03],\n",
|
|
|
+ " [-9.7786e-04, 3.1416e-03, 2.0747e-03]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 3.5629e-03, -6.9226e-03, 4.6234e-03],\n",
|
|
|
+ " [-1.4920e-03, 7.9455e-04, -2.4402e-03],\n",
|
|
|
+ " [-5.0052e-03, 4.2335e-03, 1.0624e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.8140e-04, -1.9619e-03, -4.1983e-03],\n",
|
|
|
+ " [-5.1875e-03, 6.0800e-03, 2.9276e-03],\n",
|
|
|
+ " [-5.8086e-03, 6.3856e-03, -3.1727e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.2428e-03, 3.1290e-03, -2.2240e-03],\n",
|
|
|
+ " [-6.0682e-03, -7.9125e-04, 2.4515e-03],\n",
|
|
|
+ " [ 2.8189e-03, 5.5121e-03, 1.7141e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.4883e-04, -6.6329e-03, -4.5439e-04],\n",
|
|
|
+ " [ 1.7945e-03, 6.6163e-03, -6.3879e-03],\n",
|
|
|
+ " [-4.5777e-04, -6.2375e-03, 6.0675e-04]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.0290e-03, -4.7979e-03, 3.6858e-03],\n",
|
|
|
+ " [-6.7797e-03, 2.0910e-03, 2.2258e-03],\n",
|
|
|
+ " [ 2.4934e-03, -1.7905e-03, -1.1292e-04]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.9033e-04, -4.7318e-03, 8.0525e-04],\n",
|
|
|
+ " [-2.2467e-04, -1.2334e-03, 9.3291e-04],\n",
|
|
|
+ " [ 1.3003e-03, -4.3248e-03, 5.3308e-03]]]])), ('proposal_net.down1.bias', tensor([-5.6030e-03, -1.3971e-03, 7.3174e-03, -1.5485e-02, -5.6170e-03,\n",
|
|
|
+ " 1.1261e-03, -4.5611e-03, -1.4172e-03, -3.1953e-03, -6.6231e-03,\n",
|
|
|
+ " 6.0404e-03, -6.0697e-03, 1.1602e-03, -1.7026e-03, -2.7907e-02,\n",
|
|
|
+ " -4.0254e-03, -6.2672e-03, 2.1717e-03, 3.5011e-03, -3.4200e-02,\n",
|
|
|
+ " 2.8521e-03, -5.7202e-03, -7.7595e-05, -6.9229e-03, -7.8992e-04,\n",
|
|
|
+ " 4.6750e-03, -4.0032e-03, 3.1540e-03, -3.8012e-03, 3.6858e-03,\n",
|
|
|
+ " 3.4648e-03, -8.2115e-03, 5.8765e-03, -6.1123e-03, -2.3954e-03,\n",
|
|
|
+ " 2.7160e-03, 3.4873e-03, -4.6733e-03, -5.0677e-04, -7.6919e-03,\n",
|
|
|
+ " -4.4160e-03, 3.4228e-03, 8.1689e-03, -2.1483e-02, 6.0071e-03,\n",
|
|
|
+ " -1.2947e-02, -6.2107e-03, -2.2159e-02, -4.6824e-03, -7.6121e-03,\n",
|
|
|
+ " -1.5390e+00, 2.1494e-01, -1.5437e-03, -1.1209e-02, -1.5844e-03,\n",
|
|
|
+ " -8.2174e-03, 8.0506e-04, -1.0184e-01, 7.2670e-04, 1.8978e-04,\n",
|
|
|
+ " -2.5613e-03, 7.0298e-04, -3.2218e-03, -1.9413e-03, -4.3390e-03,\n",
|
|
|
+ " 1.1851e-01, -1.0813e-03, -6.4102e-03, 2.4775e-03, 3.3832e-04,\n",
|
|
|
+ " 3.5424e-03, -1.4647e-03, 1.9831e-02, 1.6366e-01, -3.0998e-03,\n",
|
|
|
+ " -8.0047e-03, -3.1784e-03, 4.4514e-03, -9.3555e-03, 5.3183e-04,\n",
|
|
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+ " 1.8340e-03, 2.5025e-03, 1.1473e-01, -1.1535e-03, -4.9559e-03,\n",
|
|
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+ " -9.4253e-03, -5.4996e-03, -2.8899e-03, -6.7197e-02, -5.6220e-03,\n",
|
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+ " -8.4366e-04, -7.9744e-03, 2.3241e-02, 1.5016e-02, 3.2505e-03,\n",
|
|
|
+ " 2.8363e-03, -4.7484e-03, -6.8041e-03, -1.1440e-03, 7.5306e-01,\n",
|
|
|
+ " -3.9629e-03, -4.4260e-03, -1.1411e-01, 1.0586e-03, 2.2246e-02,\n",
|
|
|
+ " -2.5117e-02, -7.5262e-03, 5.5586e-04, -1.1442e-01, 2.4182e-03,\n",
|
|
|
+ " 2.2507e+00, 3.6222e-02, -7.0169e-03, 2.1379e-03, 4.5862e-03,\n",
|
|
|
+ " 6.1554e-03, 2.9710e-03, 6.3001e-04, -4.1319e-03, -8.3811e-04,\n",
|
|
|
+ " 3.1528e-01, 3.9323e-04, -3.8894e-03, 3.8688e-03, 7.5710e-03,\n",
|
|
|
+ " -4.2826e-03, -5.6939e-03, -5.0364e-03])), ('proposal_net.down2.weight', tensor([[[[-0.0023, -0.0134, -0.0098],\n",
|
|
|
+ " [-0.0334, -0.0108, -0.0157],\n",
|
|
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+ " [ 0.0016, -0.0145, -0.0016]],\n",
|
|
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+ "\n",
|
|
|
+ " [[ 0.0109, 0.0203, 0.0056],\n",
|
|
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+ " [ 0.0031, -0.0186, 0.0244],\n",
|
|
|
+ " [-0.0026, 0.0003, -0.0263]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0014, 0.0157, 0.0093],\n",
|
|
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+ " [ 0.0153, -0.0222, -0.0204],\n",
|
|
|
+ " [ 0.0056, -0.0150, 0.0211]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0326, -0.0269, -0.0403],\n",
|
|
|
+ " [-0.0072, -0.0210, 0.0099],\n",
|
|
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+ " [ 0.0008, 0.0030, 0.0108]],\n",
|
|
|
+ "\n",
|
|
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+ " [[ 0.0011, 0.0126, 0.0129],\n",
|
|
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+ " [ 0.0036, 0.0004, -0.0073],\n",
|
|
|
+ " [ 0.0199, -0.0282, -0.0155]],\n",
|
|
|
+ "\n",
|
|
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+ " [[ 0.0082, -0.0001, -0.0251],\n",
|
|
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+ " [ 0.0261, -0.0159, 0.0234],\n",
|
|
|
+ " [ 0.0061, -0.0153, -0.0190]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 0.0297, 0.0394, 0.0192],\n",
|
|
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+ " [-0.0121, 0.0274, 0.0236],\n",
|
|
|
+ " [ 0.0024, -0.0220, -0.0261]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0124, 0.0172, -0.0218],\n",
|
|
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+ " [-0.0066, 0.0281, 0.0055],\n",
|
|
|
+ " [-0.0160, 0.0076, -0.0275]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0147, -0.0094, 0.0160],\n",
|
|
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+ " [-0.0086, -0.0202, -0.0188],\n",
|
|
|
+ " [ 0.0202, -0.0126, -0.0103]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0065, 0.0198, -0.0198],\n",
|
|
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+ " [ 0.0022, 0.0130, -0.0150],\n",
|
|
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+ " [ 0.0261, -0.0116, -0.0038]],\n",
|
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+ "\n",
|
|
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+ " [[-0.0064, -0.0035, 0.0193],\n",
|
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+ " [-0.0241, -0.0070, 0.0024],\n",
|
|
|
+ " [-0.0187, 0.0140, -0.0139]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0209, -0.0240, -0.0005],\n",
|
|
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+ " [-0.0135, 0.0114, 0.0081],\n",
|
|
|
+ " [ 0.0009, -0.0225, -0.0094]]],\n",
|
|
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+ "\n",
|
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|
+ "\n",
|
|
|
+ " [[[-0.0317, 0.0162, -0.0068],\n",
|
|
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+ " [ 0.0211, -0.0303, -0.0193],\n",
|
|
|
+ " [-0.0246, -0.0275, 0.0126]],\n",
|
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|
+ "\n",
|
|
|
+ " [[-0.0173, 0.0078, -0.0246],\n",
|
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+ " [-0.0064, 0.0003, -0.0064],\n",
|
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+ " [-0.0188, -0.0094, -0.0181]],\n",
|
|
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+ "\n",
|
|
|
+ " [[ 0.0278, 0.0082, 0.0044],\n",
|
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+ " [ 0.0042, -0.0243, 0.0261],\n",
|
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|
+ " [ 0.0190, 0.0080, 0.0185]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0160, 0.0020, 0.0091],\n",
|
|
|
+ " [ 0.0167, 0.0115, 0.0054],\n",
|
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|
+ " [ 0.0047, 0.0064, -0.0240]],\n",
|
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|
+ "\n",
|
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|
+ " [[ 0.0266, 0.0142, -0.0007],\n",
|
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|
+ " [-0.0082, -0.0142, 0.0227],\n",
|
|
|
+ " [-0.0280, 0.0188, -0.0234]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0026, 0.0250, 0.0215],\n",
|
|
|
+ " [ 0.0282, -0.0156, -0.0177],\n",
|
|
|
+ " [ 0.0141, 0.0079, -0.0078]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 0.0121, -0.0241, 0.0092],\n",
|
|
|
+ " [-0.0163, -0.0111, -0.0323],\n",
|
|
|
+ " [-0.0274, -0.0031, -0.0314]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0183, 0.0231, -0.0167],\n",
|
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|
+ " [-0.0120, -0.0021, -0.0103],\n",
|
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|
+ " [ 0.0065, 0.0196, 0.0113]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0062, 0.0190, 0.0207],\n",
|
|
|
+ " [-0.0095, 0.0221, -0.0134],\n",
|
|
|
+ " [ 0.0125, -0.0212, 0.0043]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0255, -0.0303, 0.0093],\n",
|
|
|
+ " [ 0.0224, -0.0038, 0.0144],\n",
|
|
|
+ " [ 0.0028, 0.0123, -0.0243]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0012, 0.0025, 0.0032],\n",
|
|
|
+ " [-0.0187, -0.0201, 0.0063],\n",
|
|
|
+ " [ 0.0074, -0.0031, 0.0165]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0006, 0.0122, 0.0048],\n",
|
|
|
+ " [-0.0114, -0.0065, 0.0065],\n",
|
|
|
+ " [ 0.0041, 0.0101, 0.0250]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 0.0061, -0.0130, -0.0003],\n",
|
|
|
+ " [-0.0146, -0.0062, 0.0099],\n",
|
|
|
+ " [-0.0070, -0.0244, 0.0096]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0074, 0.0074, -0.0237],\n",
|
|
|
+ " [-0.0079, 0.0201, -0.0251],\n",
|
|
|
+ " [ 0.0004, -0.0276, 0.0010]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0031, -0.0212, -0.0159],\n",
|
|
|
+ " [-0.0106, -0.0112, 0.0025],\n",
|
|
|
+ " [-0.0118, -0.0146, -0.0265]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0113, -0.0369, 0.0066],\n",
|
|
|
+ " [-0.0352, 0.0007, -0.0093],\n",
|
|
|
+ " [-0.0202, 0.0142, 0.0018]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0104, 0.0089, 0.0093],\n",
|
|
|
+ " [-0.0094, 0.0227, -0.0104],\n",
|
|
|
+ " [-0.0095, -0.0164, -0.0021]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0043, 0.0144, -0.0140],\n",
|
|
|
+ " [ 0.0161, -0.0112, -0.0044],\n",
|
|
|
+ " [-0.0031, 0.0204, -0.0282]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[-0.0065, -0.0017, -0.0150],\n",
|
|
|
+ " [ 0.0066, 0.0128, 0.0186],\n",
|
|
|
+ " [-0.0294, -0.0300, -0.0140]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0106, 0.0016, -0.0125],\n",
|
|
|
+ " [ 0.0047, 0.0183, 0.0281],\n",
|
|
|
+ " [ 0.0257, 0.0121, 0.0074]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0072, -0.0192, -0.0184],\n",
|
|
|
+ " [ 0.0283, 0.0164, -0.0080],\n",
|
|
|
+ " [ 0.0058, -0.0083, 0.0177]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0241, 0.0054, -0.0352],\n",
|
|
|
+ " [-0.0186, 0.0131, -0.0077],\n",
|
|
|
+ " [-0.0301, -0.0021, -0.0088]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0156, -0.0216, -0.0281],\n",
|
|
|
+ " [ 0.0086, 0.0102, -0.0030],\n",
|
|
|
+ " [ 0.0125, -0.0050, 0.0244]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0077, -0.0072, -0.0109],\n",
|
|
|
+ " [ 0.0161, 0.0091, 0.0276],\n",
|
|
|
+ " [-0.0262, -0.0242, -0.0103]]]])), ('proposal_net.down2.bias', tensor([-1.9015e-02, 1.8406e-02, 1.2595e+00, 5.3272e-03, 1.9320e-02,\n",
|
|
|
+ " 4.3898e-02, -2.4365e-03, 2.8485e-02, 2.6266e-01, 1.0760e-01,\n",
|
|
|
+ " 2.5320e+00, -1.0663e-02, -8.2300e-02, 1.2232e-04, 1.3226e-02,\n",
|
|
|
+ " 1.1544e+00, 8.3155e-03, -3.5688e-02, -2.1155e-02, 3.5793e-02,\n",
|
|
|
+ " 2.6975e-01, 2.3461e-01, 4.3339e-02, 9.2079e-04, -2.4042e-02,\n",
|
|
|
+ " -3.3348e-02, 1.5323e-01, -4.3114e-02, -2.0226e-03, 1.6105e-01,\n",
|
|
|
+ " 1.6350e-02, 2.7029e-01, -1.1507e-03, 6.1492e-02, 2.2707e-01,\n",
|
|
|
+ " -1.0274e-02, -3.2067e-02, 7.3224e-02, 3.3263e-02, -4.6948e-02,\n",
|
|
|
+ " 1.6178e-02, -2.3632e-02, 1.1347e-01, 5.5012e-02, -4.0409e-02,\n",
|
|
|
+ " -1.9930e-02, -4.1546e-02, 6.8258e-02, -2.3798e-02, -6.9527e-02,\n",
|
|
|
+ " 1.7363e-01, 1.3510e-03, 6.9097e-04, -4.4034e-02, -1.3105e-01,\n",
|
|
|
+ " -1.0845e-01, 1.4291e-01, -3.1132e-02, 8.6497e-02, 5.6571e-01,\n",
|
|
|
+ " -1.1269e-03, 7.6874e-02, -1.4243e-03, -1.3671e-03, -1.3158e-01,\n",
|
|
|
+ " -9.2217e-03, 1.2341e-01, 4.4222e-02, -5.9624e-03, 1.8334e-01,\n",
|
|
|
+ " -3.0962e-02, -1.8542e-02, 6.4316e-02, 1.6645e-01, 3.6336e-02,\n",
|
|
|
+ " 4.6582e-03, 1.1239e-01, 7.0341e-02, -7.5626e-03, 4.2594e-03,\n",
|
|
|
+ " 1.3146e-02, 4.0374e-02, -6.3529e-02, -1.9637e-03, 1.0095e-01,\n",
|
|
|
+ " 1.1359e-01, 2.1858e-01, -1.9171e-02, -1.8522e-02, -9.9099e-04,\n",
|
|
|
+ " -8.8665e-02, 8.0141e-03, -3.5868e-02, 9.2695e-02, -1.3984e-02,\n",
|
|
|
+ " 3.5933e-02, -5.9559e-02, 2.3226e-04, 2.4486e-01, 1.9730e-02,\n",
|
|
|
+ " 2.5411e-01, -5.1895e-03, -9.8483e-03, 1.0793e-01, -2.2430e-02,\n",
|
|
|
+ " -5.7219e-04, 9.7583e-01, -4.2521e-02, 1.1288e-01, -1.4912e-02,\n",
|
|
|
+ " -3.2362e-03, 1.1352e-01, 6.1153e-02, -3.6866e-02, 7.3034e-01,\n",
|
|
|
+ " -7.2544e-02, -1.0465e-02, 3.6955e-01, 8.4393e-02, 8.3846e-02,\n",
|
|
|
+ " 1.6017e-01, 1.9582e-02, 2.5518e-02, 3.3927e-02, -6.9292e-03,\n",
|
|
|
+ " 1.0885e-01, -6.7815e-02, -4.2447e-02])), ('proposal_net.down3.weight', tensor([[[[-0.0315, -0.0426, 0.0050],\n",
|
|
|
+ " [-0.0347, 0.0037, -0.0286],\n",
|
|
|
+ " [ 0.0133, -0.0385, -0.0242]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0129, -0.0251, -0.0295],\n",
|
|
|
+ " [ 0.0237, 0.0090, 0.0240],\n",
|
|
|
+ " [ 0.0224, 0.0139, 0.0289]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0529, -0.0901, 0.0767],\n",
|
|
|
+ " [-0.0527, 0.1164, 0.0793],\n",
|
|
|
+ " [-0.0964, 0.0081, -0.0008]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0129, 0.0458, 0.0327],\n",
|
|
|
+ " [-0.0214, 0.0387, 0.0220],\n",
|
|
|
+ " [-0.0206, 0.0024, -0.0224]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0273, -0.0248, -0.0040],\n",
|
|
|
+ " [-0.0247, -0.0394, -0.0293],\n",
|
|
|
+ " [-0.0259, 0.0189, 0.0005]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0257, 0.0059, -0.0124],\n",
|
|
|
+ " [ 0.0150, 0.0269, -0.0063],\n",
|
|
|
+ " [ 0.0187, -0.0274, 0.0028]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[-0.0102, -0.0272, -0.0225],\n",
|
|
|
+ " [ 0.0238, -0.0225, -0.0123],\n",
|
|
|
+ " [ 0.0017, -0.0007, -0.0249]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0224, 0.0204, -0.0503],\n",
|
|
|
+ " [ 0.0172, -0.0230, 0.0191],\n",
|
|
|
+ " [-0.0241, 0.0197, 0.0269]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0482, -0.0429, -0.0218],\n",
|
|
|
+ " [-0.0358, -0.0432, -0.0585],\n",
|
|
|
+ " [-0.0026, -0.0045, -0.0630]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0204, 0.0186, -0.0082],\n",
|
|
|
+ " [-0.0245, -0.0300, -0.0258],\n",
|
|
|
+ " [ 0.0254, 0.0254, -0.0015]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0067, -0.0274, -0.0107],\n",
|
|
|
+ " [-0.0055, -0.0108, 0.0149],\n",
|
|
|
+ " [-0.0091, 0.0201, 0.0029]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0146, 0.0139, -0.0234],\n",
|
|
|
+ " [ 0.0101, -0.0083, 0.0213],\n",
|
|
|
+ " [ 0.0039, 0.0072, -0.0230]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[-0.0074, -0.0077, 0.0109],\n",
|
|
|
+ " [-0.0368, 0.0282, -0.0271],\n",
|
|
|
+ " [-0.0065, 0.0060, -0.0606]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0212, 0.0165, 0.0299],\n",
|
|
|
+ " [ 0.0319, 0.0129, 0.0391],\n",
|
|
|
+ " [ 0.0296, -0.0207, 0.0008]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0095, -0.0952, -0.0514],\n",
|
|
|
+ " [-0.0450, -0.1635, -0.1358],\n",
|
|
|
+ " [-0.0281, -0.1484, 0.0172]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0083, -0.0015, 0.0060],\n",
|
|
|
+ " [-0.0004, 0.0434, 0.0233],\n",
|
|
|
+ " [ 0.0391, -0.0275, 0.0171]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0143, -0.0212, 0.0034],\n",
|
|
|
+ " [ 0.0182, -0.0286, 0.0045],\n",
|
|
|
+ " [ 0.0437, 0.0043, -0.0011]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0251, 0.0093, 0.0064],\n",
|
|
|
+ " [-0.0093, -0.0394, -0.0360],\n",
|
|
|
+ " [ 0.0270, 0.0268, -0.0360]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 0.0064, -0.0172, 0.0168],\n",
|
|
|
+ " [-0.0031, 0.0116, -0.0039],\n",
|
|
|
+ " [-0.0252, -0.0217, 0.0236]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0150, -0.0274, -0.0091],\n",
|
|
|
+ " [ 0.0028, 0.0013, -0.0226],\n",
|
|
|
+ " [-0.0316, -0.0132, -0.0233]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0312, -0.0072, -0.0161],\n",
|
|
|
+ " [-0.0536, -0.1140, -0.0666],\n",
|
|
|
+ " [-0.0468, 0.0273, 0.0412]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0114, -0.0199, -0.0273],\n",
|
|
|
+ " [-0.0287, 0.0232, 0.0232],\n",
|
|
|
+ " [-0.0074, 0.0206, -0.0213]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0240, -0.0299, -0.0099],\n",
|
|
|
+ " [-0.0140, -0.0030, -0.0414],\n",
|
|
|
+ " [-0.0024, 0.0254, 0.0088]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0284, -0.0287, 0.0130],\n",
|
|
|
+ " [-0.0288, -0.0074, 0.0221],\n",
|
|
|
+ " [-0.0217, -0.0073, -0.0014]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[ 0.0059, -0.0172, 0.0038],\n",
|
|
|
+ " [ 0.0115, -0.0206, -0.0243],\n",
|
|
|
+ " [-0.0090, 0.0013, -0.0120]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0435, 0.0065, 0.0378],\n",
|
|
|
+ " [ 0.0241, 0.0007, 0.0007],\n",
|
|
|
+ " [-0.0120, -0.0050, 0.0058]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0839, -0.0301, 0.0941],\n",
|
|
|
+ " [-0.1083, -0.0678, -0.0267],\n",
|
|
|
+ " [-0.0644, 0.0479, -0.0655]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0038, -0.0101, -0.0258],\n",
|
|
|
+ " [-0.0332, -0.0408, 0.0013],\n",
|
|
|
+ " [ 0.0002, 0.0321, -0.0142]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0109, -0.0035, 0.0283],\n",
|
|
|
+ " [ 0.0080, 0.0095, -0.0281],\n",
|
|
|
+ " [ 0.0227, -0.0019, -0.0146]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0412, -0.0123, -0.0093],\n",
|
|
|
+ " [-0.0124, -0.0330, 0.0164],\n",
|
|
|
+ " [-0.0482, -0.0402, -0.0019]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[-0.0310, -0.0113, 0.0268],\n",
|
|
|
+ " [-0.0139, -0.0359, 0.0008],\n",
|
|
|
+ " [-0.0177, -0.0117, -0.0148]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0025, 0.0147, 0.0465],\n",
|
|
|
+ " [-0.0183, 0.0080, 0.0008],\n",
|
|
|
+ " [ 0.0060, 0.0107, -0.0179]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0108, 0.0258, -0.0404],\n",
|
|
|
+ " [ 0.0285, -0.0388, -0.0474],\n",
|
|
|
+ " [-0.1183, -0.1075, -0.0027]],\n",
|
|
|
+ "\n",
|
|
|
+ " ...,\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0112, 0.0060, 0.0068],\n",
|
|
|
+ " [-0.0140, -0.0295, -0.0120],\n",
|
|
|
+ " [-0.0256, -0.0436, -0.0013]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 0.0076, 0.0201, -0.0149],\n",
|
|
|
+ " [ 0.0013, -0.0136, 0.0291],\n",
|
|
|
+ " [-0.0345, -0.0055, -0.0021]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-0.0012, 0.0042, 0.0264],\n",
|
|
|
+ " [-0.0164, 0.0122, 0.0190],\n",
|
|
|
+ " [-0.0045, 0.0108, -0.0283]]]])), ('proposal_net.down3.bias', tensor([-2.3546e-02, -6.8755e-03, 9.0805e-02, -4.9150e-02, 1.7842e-02,\n",
|
|
|
+ " -5.6562e-02, -2.3455e-02, 1.8012e-02, 1.9590e-03, 5.7582e-01,\n",
|
|
|
+ " -6.2861e-02, 4.9750e-02, 4.2572e-03, 5.7844e-04, -4.7065e-02,\n",
|
|
|
+ " -3.4044e-02, 3.8798e-02, 1.7186e-01, 6.3128e-02, 2.6313e-01,\n",
|
|
|
+ " 4.6156e-02, -8.1236e-02, -3.7435e-03, 1.4834e-02, -7.0078e-02,\n",
|
|
|
+ " 3.0028e-01, 1.9089e-02, 5.7831e-01, 6.0334e-02, -7.0956e-02,\n",
|
|
|
+ " 1.7525e-01, 2.7016e-01, 2.0643e-01, 5.6499e-02, 3.7715e-01,\n",
|
|
|
+ " -1.8644e-01, 4.6728e-01, 2.5820e-01, -2.3426e-02, 9.1810e-01,\n",
|
|
|
+ " 3.5422e-01, 3.0445e-02, 9.5870e-01, 1.3706e-01, 5.3246e-03,\n",
|
|
|
+ " 9.3801e-01, -3.0336e-02, 6.7215e-01, -2.1588e-02, 1.0696e-02,\n",
|
|
|
+ " 8.1131e-01, -4.5619e-02, 3.8899e-02, 1.0576e-01, 2.6999e-02,\n",
|
|
|
+ " 4.3337e-02, -3.9184e-02, -1.8793e-03, 5.3697e-02, 2.6885e-04,\n",
|
|
|
+ " 7.1269e-02, 5.5533e-04, -8.7667e-02, 2.2471e-01, -4.4813e-03,\n",
|
|
|
+ " 1.8605e-03, 2.5775e-01, 3.7467e-02, 2.7843e-01, 1.3644e-01,\n",
|
|
|
+ " 6.0175e-01, 1.3628e-02, -4.4218e-02, 2.9093e-02, -2.0800e-02,\n",
|
|
|
+ " 8.0170e-02, 9.9220e-02, 3.2244e-01, 2.2024e-02, 2.5900e-01,\n",
|
|
|
+ " -1.3954e-02, -5.5670e-03, 1.9385e-01, 1.6158e-02, 1.2551e-01,\n",
|
|
|
+ " -6.9780e-03, 1.1697e-02, 5.8757e-02, 1.0446e+00, -2.7941e-02,\n",
|
|
|
+ " -2.9804e-02, 1.8481e-01, -4.8646e-02, -1.3503e-01, 4.0563e-01,\n",
|
|
|
+ " 9.3330e-02, 2.9834e-02, 2.2239e-02, 7.6560e-02, 1.2756e-01,\n",
|
|
|
+ " -1.0277e-01, 6.0982e-02, 1.4334e-02, -2.4554e-03, 8.5141e-02,\n",
|
|
|
+ " 7.0774e-04, 2.4765e-02, -3.6794e-02, -3.1478e-03, 2.3807e-01,\n",
|
|
|
+ " 6.9062e-02, -3.9902e-02, 1.5965e-01, -2.8719e-02, -4.6757e-02,\n",
|
|
|
+ " 7.4699e-01, -1.4721e-01, 5.5149e-03, 3.0687e-02, 2.3880e-01,\n",
|
|
|
+ " 6.6022e-01, 2.2540e-01, -5.7363e-02, 1.1479e-01, 8.6728e-02,\n",
|
|
|
+ " -2.9614e-02, 7.1633e-02, 1.1967e-01])), ('proposal_net.tidy1.weight', tensor([[[[ 5.7664e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.0652e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.6948e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-9.0297e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.5474e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.4755e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.1841e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.6579e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.3591e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.1510e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.5578e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.5738e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.2160e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.3748e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.7142e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.6808e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.7911e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.0955e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.9199e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.8104e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.3023e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.7165e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.0224e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.0799e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.2366e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.4340e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.4762e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.1098e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.3507e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.7080e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 8.0720e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.4380e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.9855e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.2412e-04]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.6829e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.0052e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.4928e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.5454e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.5182e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.1653e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.9781e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.9455e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.8812e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.4620e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 9.1508e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.9805e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.9501e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.9623e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.8765e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.6738e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.9132e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.8013e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.7872e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.9461e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.2714e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.4087e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.2764e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.3857e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.2194e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.8542e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.1942e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.2252e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.0730e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.0198e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.9330e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.0291e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.2163e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.2647e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.8373e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.6273e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.0073e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 8.7991e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.6591e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.3791e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.8273e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.2815e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.4358e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.4267e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.5303e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.9030e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.0868e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.3246e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.9966e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.7108e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.4038e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-9.0880e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.4010e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.5048e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.3908e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.9448e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.0302e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.0617e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.4729e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.9816e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.3211e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.5223e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.8016e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.9520e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.0786e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.9916e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.9270e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.8499e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.6712e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.8004e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.3014e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.9594e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.8877e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.3165e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.4145e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.0113e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.8829e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.8636e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.1247e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.5401e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.0336e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.4443e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.7406e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.8662e-02]],\n",
|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
+ " [[-9.1231e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.2279e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.4381e-02]],\n",
|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
+ " [[-2.3135e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.3117e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.2517e-02]],\n",
|
|
|
+ "\n",
|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
+ " [[-1.8137e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.4264e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-9.2743e-02]],\n",
|
|
|
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|
|
|
+ " [[-3.4295e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.7983e-02]],\n",
|
|
|
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|
|
|
+ " [[ 1.2441e-02]],\n",
|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
+ " [[ 3.3650e-02]],\n",
|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
+ " [[-3.0889e-01]],\n",
|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
+ " [[ 3.9624e-02]],\n",
|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
+ " [[-4.7918e-02]],\n",
|
|
|
+ "\n",
|
|
|
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|
|
|
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|
|
|
+ " [[-5.0146e-02]],\n",
|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
+ " [[ 8.3784e-02]],\n",
|
|
|
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|
|
|
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|
|
|
+ "\n",
|
|
|
+ " [[-3.1379e-02]],\n",
|
|
|
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|
|
|
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|
|
|
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|
|
|
+ " [[-6.7485e-02]],\n",
|
|
|
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|
|
|
+ " [[-1.4792e-01]],\n",
|
|
|
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|
|
|
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|
|
|
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|
|
|
+ " [[-7.4738e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.4372e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.0644e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.9586e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.0978e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.9490e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.0899e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.8841e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.3034e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.0869e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.3856e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.9895e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.7923e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.5066e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.5002e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.9356e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.1928e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.4659e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.1233e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.3415e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 8.0335e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.2280e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.1212e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.3668e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.3451e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.9632e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.4606e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.6430e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.5205e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.1682e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.5503e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.1286e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.4413e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.0161e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.7674e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.3460e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.7636e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.4116e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.9435e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.1990e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.3822e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.0181e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.8255e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.7601e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.6612e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.5283e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-9.6108e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.4051e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.1690e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.0695e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.4682e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 9.1887e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.2801e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.3447e-04]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.0480e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-9.2010e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.9515e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.7576e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-9.6025e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.7611e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.5637e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.2009e+00]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.1601e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.6928e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.0089e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.2592e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.1025e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.2478e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.3422e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.0269e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.3782e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.6421e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.1887e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-9.7398e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.4090e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.2477e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.7910e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.5752e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.3277e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.7897e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 8.4476e-02]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[-3.6697e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.9503e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.0967e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.3464e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.4104e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.8286e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 8.9698e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.6223e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.0217e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.4397e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.0821e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.2318e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.3341e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.3205e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.0852e+00]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.3918e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.6644e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.7406e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.5429e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.3889e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.3390e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.6357e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.8526e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.3871e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.5526e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.4176e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.2311e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.1081e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.0086e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.5569e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.2296e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.3667e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.9695e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.2313e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.2954e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.6182e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.7310e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.4834e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.5660e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.4767e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.3067e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.9207e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.2402e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.0229e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.2990e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.3199e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.4439e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.7198e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.3936e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.1711e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.2434e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.0792e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.2233e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.3526e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.5918e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.4348e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.6638e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.3814e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.3624e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 8.1335e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.2735e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.2291e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.3608e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.8611e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.1344e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.7804e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.5344e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 8.5854e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.5940e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.9765e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.4907e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.8766e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.6949e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.7889e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.4569e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.4407e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.6328e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.9564e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.8081e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.2280e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.1591e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.3724e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.3894e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.9232e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.5025e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.7593e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.4307e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.6534e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.8541e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.4790e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.2643e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.1741e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.5892e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.0424e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.5847e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.0043e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.2922e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.5140e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 8.1955e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.1600e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.9437e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.1466e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.2603e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.3848e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.8009e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.0427e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.7672e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.9141e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.9824e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.2506e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.0399e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.2840e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.5468e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 8.1261e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.1075e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.0987e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.7637e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.6899e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.2530e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.6214e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.7845e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.2560e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.2723e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.5276e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 8.0435e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.1455e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.0483e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.5819e-02]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[-2.2585e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.3566e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.0727e-04]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.4691e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.4095e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.6821e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.4292e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.5510e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.1303e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.7482e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.4460e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.9185e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.5859e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.6976e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.2464e+00]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.5619e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.1411e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.2187e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.1006e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.2140e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.0653e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.8086e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.2532e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.8468e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 9.9415e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.9050e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.1660e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.6215e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.1759e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.0151e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.4123e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.3240e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.0235e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.5753e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.0003e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.9427e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.1303e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.6055e-04]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.1700e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.5369e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.2795e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.6277e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.6371e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.3894e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.2230e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.3012e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.7046e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.6904e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.7631e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.5921e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.2587e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.8759e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.5340e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.0088e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 8.5726e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.0467e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.8796e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.1474e+00]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.1527e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.3426e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.2792e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.6162e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.4319e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.4450e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.6616e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.3175e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.5433e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.2382e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.4492e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.4459e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.5899e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.7586e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.8147e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.5230e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.8968e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.7867e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.0031e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.1650e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.5437e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.1835e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.7895e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.6989e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.3199e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.7051e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.3383e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.9169e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-9.9866e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.8021e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-9.5351e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.8772e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.1334e-04]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.9853e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.3818e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.7654e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.8661e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.5699e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.6504e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.7412e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 8.4849e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.9148e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.4448e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.4672e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.0234e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.3586e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.8798e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.4385e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.7540e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.1640e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.8801e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.1659e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.9401e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.7367e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.1180e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.5025e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.1641e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.4673e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.2448e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.6220e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.0260e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.1361e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.2099e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.2221e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.0681e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.5311e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.0153e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 8.4828e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.5768e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.2792e-02]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[-1.3933e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.6043e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.2888e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.8591e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.4039e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 8.2033e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.5525e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.3540e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-9.3947e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.0828e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.9186e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.9704e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.7546e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.6442e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.2821e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.3938e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.5479e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.3007e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.2523e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.7573e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.1566e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 8.3664e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.6512e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.3759e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.1988e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.4665e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.4440e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.8314e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.7164e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.6654e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.5754e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.0349e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.1305e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.0830e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.5759e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.1256e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.7668e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.3159e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.0034e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.8064e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.3521e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.8550e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.6721e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.6901e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.2881e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.0164e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.4494e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.4782e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 8.3833e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.3227e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.9890e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.4355e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.2328e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.6824e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.1431e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.2780e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.0231e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.0533e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.2010e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.7640e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.9797e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.2578e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.3727e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.0940e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.9770e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.2294e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.1887e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.0607e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.3174e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.0366e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 8.2964e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.1860e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.2043e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.9685e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.2999e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.6896e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.8962e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.1313e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.0410e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.2868e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.7397e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.0987e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-9.1884e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.7199e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.8285e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.7935e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.7245e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.1746e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.0370e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 9.3855e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.3413e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.9489e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.6262e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.1302e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.4612e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.4774e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-9.3469e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.8980e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.5855e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.8711e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.1590e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 9.7141e-04]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.8917e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.6165e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.0577e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.4477e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.1530e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.4355e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.1903e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.8782e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.8433e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-9.4327e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.0614e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.6002e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.1283e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.1095e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.7111e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.0969e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.6994e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.0564e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-9.2495e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.6470e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.4364e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.1656e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.3048e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 2.6737e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.9795e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.6458e-02]]],\n",
|
|
|
+ "\n",
|
|
|
+ "\n",
|
|
|
+ " [[[-3.5530e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.7817e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.2427e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.5986e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.0099e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.0610e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.5278e-02]],\n",
|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
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|
|
|
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|
|
|
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|
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|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
+ " [[-6.5959e-03]],\n",
|
|
|
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|
|
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|
|
|
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|
|
|
+ " [[-6.3114e-02]],\n",
|
|
|
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|
|
|
+ " [[ 5.2794e-02]],\n",
|
|
|
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|
|
|
+ " [[-2.1223e-02]],\n",
|
|
|
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|
|
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|
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|
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|
|
|
+ " [[ 1.4616e-02]],\n",
|
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|
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|
|
|
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|
|
|
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|
|
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+ " [[-1.1102e-02]],\n",
|
|
|
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|
|
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+ " [[ 1.2391e-02]],\n",
|
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|
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|
|
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|
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|
|
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
|
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|
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|
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|
|
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|
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|
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|
|
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|
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|
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|
|
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|
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|
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|
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|
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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+ " [[ 3.2621e-02]],\n",
|
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|
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|
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|
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|
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|
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|
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|
+ "\n",
|
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+ " [[-2.4266e-02]],\n",
|
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|
|
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+ " [[-1.2708e-01]],\n",
|
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|
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+ " [[ 2.9908e-02]],\n",
|
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|
|
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+ " [[-5.8156e-02]],\n",
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|
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|
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+ " [[-5.8060e-02]],\n",
|
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|
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|
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+ " [[-1.4966e-02]],\n",
|
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|
|
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+ " [[-4.5122e-03]],\n",
|
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|
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+ " [[ 3.7963e-02]],\n",
|
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|
|
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+ " [[ 6.3585e-03]],\n",
|
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|
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|
|
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+ " [[-5.5203e-02]],\n",
|
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|
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|
|
|
+ " [[-5.0223e-02]],\n",
|
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|
+ "\n",
|
|
|
+ " [[-2.4901e-02]],\n",
|
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|
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|
|
|
+ " [[-1.0939e-01]],\n",
|
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|
+ "\n",
|
|
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|
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|
|
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+ " [[-2.7611e-01]],\n",
|
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|
|
|
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|
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|
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|
|
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+ " [[ 2.3910e-02]],\n",
|
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|
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|
|
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|
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|
|
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|
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|
|
|
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|
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|
+ "\n",
|
|
|
+ " [[ 1.8010e-02]],\n",
|
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|
+ "\n",
|
|
|
+ " [[-2.9721e-02]]]])), ('proposal_net.tidy1.bias', tensor([-1.1114, -1.1112, -1.1115, -1.1111, -1.1106, -1.1111])), ('proposal_net.tidy2.weight', tensor([[[[-8.0477e-02]],\n",
|
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|
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|
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|
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|
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|
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|
|
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|
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|
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|
|
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|
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|
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|
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|
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|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
+ " [[ 8.7814e-03]],\n",
|
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|
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|
|
|
+ " [[-6.0705e-02]],\n",
|
|
|
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|
|
|
+ " [[ 8.9255e-03]],\n",
|
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|
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|
|
|
+ " [[-8.8956e-02]],\n",
|
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|
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|
|
|
+ " [[-2.3642e-01]],\n",
|
|
|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
+ " [[ 4.9771e-02]],\n",
|
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|
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|
|
|
+ " [[-7.1458e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.8428e-02]],\n",
|
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|
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|
|
|
+ " [[-6.3512e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.5640e-02]],\n",
|
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|
+ "\n",
|
|
|
+ " [[-1.7558e-02]],\n",
|
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|
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|
|
|
+ " [[-3.3747e-02]],\n",
|
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|
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|
|
|
+ " [[-1.1463e-01]],\n",
|
|
|
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|
|
|
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|
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|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
+ " [[ 2.2025e-03]],\n",
|
|
|
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|
|
|
+ " [[-3.6243e-02]],\n",
|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
+ " [[-2.4729e-01]],\n",
|
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|
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|
|
|
+ " [[-8.7796e-02]],\n",
|
|
|
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|
|
|
+ " [[-4.3458e-02]],\n",
|
|
|
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|
|
|
+ " [[-3.6880e-01]],\n",
|
|
|
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|
|
|
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|
|
|
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|
|
|
+ " [[-1.9625e-01]],\n",
|
|
|
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|
|
|
+ " [[-2.4208e-02]],\n",
|
|
|
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|
|
|
+ " [[-6.1899e-02]],\n",
|
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|
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|
|
|
+ " [[-7.7677e-02]],\n",
|
|
|
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|
|
|
+ " [[-7.7596e-02]],\n",
|
|
|
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|
|
|
+ " [[-9.4111e-02]],\n",
|
|
|
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|
|
|
+ " [[ 8.9191e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.8986e-01]],\n",
|
|
|
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|
|
|
+ " [[-2.0597e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.3684e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.3058e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.3481e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.7675e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.5252e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.3256e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 7.2642e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.3251e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.5098e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.4766e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.9243e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.1078e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.9156e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.8903e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.0623e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.5351e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.1458e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.6215e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.0475e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.0924e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.2752e-02]],\n",
|
|
|
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|
|
|
+ " [[-7.0962e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.1024e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.6341e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.4743e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.6057e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.0595e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.5206e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.3142e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.7467e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.2129e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.1617e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-9.3459e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.3334e-01]],\n",
|
|
|
+ "\n",
|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
+ " [[-2.2848e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.5837e-01]],\n",
|
|
|
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|
|
|
+ " [[-1.1886e-01]],\n",
|
|
|
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|
|
|
+ " [[-7.8116e-02]],\n",
|
|
|
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|
|
|
+ " [[-7.9747e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.4296e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.2898e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.6822e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.5255e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.5274e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.3896e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.6214e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.4645e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.9567e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.4130e-01]],\n",
|
|
|
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|
|
|
+ " [[-2.1951e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.4027e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.5438e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-9.0584e-02]],\n",
|
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|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
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|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
+ " [[-1.8768e-01]],\n",
|
|
|
+ "\n",
|
|
|
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|
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|
+ "\n",
|
|
|
+ " [[-2.0815e-01]],\n",
|
|
|
+ "\n",
|
|
|
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|
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|
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|
|
|
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|
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|
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|
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|
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|
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|
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|
|
|
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|
|
|
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|
|
|
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|
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|
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|
|
|
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|
|
|
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|
|
|
+ " [[-1.0027e-01]],\n",
|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
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|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
|
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|
|
|
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|
|
|
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|
|
|
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|
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|
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|
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|
+ "\n",
|
|
|
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|
|
|
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|
|
|
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|
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|
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|
|
|
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|
|
|
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|
|
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|
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|
|
|
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|
|
|
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|
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|
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|
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|
|
|
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|
|
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
|
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|
|
|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
|
|
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|
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|
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|
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|
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|
|
|
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|
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|
|
|
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|
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|
|
|
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|
|
|
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|
|
|
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|
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|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
|
|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
|
|
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|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
|
|
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|
|
|
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|
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|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
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|
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|
|
|
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|
|
|
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|
|
|
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|
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|
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|
|
|
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|
|
|
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|
|
|
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|
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|
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|
|
|
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|
|
|
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|
|
|
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|
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|
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|
|
|
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|
|
|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
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|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
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|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
+ " [[-5.8475e-02]],\n",
|
|
|
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|
|
|
+ " [[-8.0777e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.4431e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.4907e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.9298e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.4508e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 6.5591e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.8505e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.6787e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.6721e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.8232e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.3798e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.4425e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-9.3179e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.8075e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.8265e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.5352e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.5564e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.8054e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.4332e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.9958e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.2925e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.7887e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.0176e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.5679e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.5812e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.7482e-02]],\n",
|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
+ " [[-9.9898e-02]],\n",
|
|
|
+ "\n",
|
|
|
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|
|
|
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|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
+ " [[-4.8969e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.2179e-01]],\n",
|
|
|
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|
|
|
+ " [[-1.1214e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.1753e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.3129e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.0195e-01]],\n",
|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
+ " [[-2.1587e-01]],\n",
|
|
|
+ "\n",
|
|
|
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|
|
|
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|
|
|
+ " [[-9.5882e-02]],\n",
|
|
|
+ "\n",
|
|
|
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|
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|
+ "\n",
|
|
|
+ " [[ 3.3490e-02]],\n",
|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
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|
|
|
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|
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|
|
|
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|
|
|
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|
|
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|
|
|
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|
|
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|
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|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
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|
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|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
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|
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|
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|
+ "\n",
|
|
|
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|
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|
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|
|
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|
|
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|
|
|
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|
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|
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|
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|
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|
+ "\n",
|
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|
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|
|
|
+ "\n",
|
|
|
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|
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|
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|
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|
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|
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|
|
|
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|
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|
|
|
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|
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|
|
|
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|
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|
+ "\n",
|
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|
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|
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|
|
|
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|
|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
|
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|
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|
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|
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|
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|
|
|
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|
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|
|
|
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|
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|
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|
|
|
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|
|
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|
|
|
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|
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|
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|
|
|
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|
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|
|
|
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|
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|
|
|
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|
|
|
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|
|
|
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|
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|
|
|
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|
|
|
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|
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|
|
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|
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|
|
|
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|
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|
|
|
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|
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|
|
|
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|
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|
|
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|
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|
|
|
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|
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|
|
|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
|
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
|
|
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|
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|
|
|
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|
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|
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|
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|
|
|
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|
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|
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|
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|
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|
|
|
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|
|
|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
|
|
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|
|
|
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|
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|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
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|
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|
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|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
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|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
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|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
+ " [[ 6.1017e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.6002e-01]],\n",
|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
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|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
+ " [[-6.0957e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.7447e-01]],\n",
|
|
|
+ "\n",
|
|
|
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|
|
|
+ "\n",
|
|
|
+ " [[-1.3204e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.6743e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.1360e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.7732e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.4164e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.2762e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-5.2639e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.0876e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.8894e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.2734e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.6531e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.3488e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.0185e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-8.5071e-03]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.0659e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.6336e-02]],\n",
|
|
|
+ "\n",
|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
+ " [[-5.0097e-02]],\n",
|
|
|
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|
|
|
+ " [[-1.2038e-02]],\n",
|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
|
|
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|
|
|
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|
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|
+ "\n",
|
|
|
+ " [[-1.5437e-02]],\n",
|
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|
+ "\n",
|
|
|
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|
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|
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|
|
|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
+ " [[-1.2293e-01]],\n",
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
|
|
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|
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|
|
|
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|
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|
|
|
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|
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|
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|
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|
|
|
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|
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|
|
|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
|
|
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|
|
|
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|
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|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
|
|
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|
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|
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|
|
|
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|
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|
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|
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|
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|
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|
|
|
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|
|
|
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|
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|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
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|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
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|
|
|
+ " [[-7.2852e-02]],\n",
|
|
|
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|
|
|
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|
|
|
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|
|
|
+ " [[-8.5208e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-9.2782e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.6271e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.2745e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.5858e-02]],\n",
|
|
|
+ "\n",
|
|
|
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|
|
|
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|
|
|
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|
|
|
+ "\n",
|
|
|
+ " [[-8.8063e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.9564e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.5387e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.6624e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.5628e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.7912e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.6339e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 5.1863e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.2427e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 3.3048e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-1.3108e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.0137e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-4.5183e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 8.0172e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-3.6005e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-7.3235e-01]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-6.9957e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 4.9209e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[-2.1903e-02]],\n",
|
|
|
+ "\n",
|
|
|
+ " [[ 1.3429e-02]],\n",
|
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|
+ "\n",
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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+ " [[-8.2393e-02]],\n",
|
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+ "\n",
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+ " [[ 6.1269e-02]],\n",
|
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+ "\n",
|
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|
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+ "\n",
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+ " [[-9.9569e-02]],\n",
|
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+ "\n",
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+ " [[ 1.6239e-02]],\n",
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+ "\n",
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+ "\n",
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+ " [[-4.2063e-02]],\n",
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+ "\n",
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+ " [[-1.3170e-01]],\n",
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+ "\n",
|
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+ " [[-4.0668e-02]],\n",
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+ "\n",
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+ " [[-8.0820e-03]],\n",
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+ "\n",
|
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+ " [[ 3.8395e-02]],\n",
|
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+ "\n",
|
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+ " [[ 4.5726e-04]],\n",
|
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+ "\n",
|
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+ " [[-3.6461e-02]],\n",
|
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+ "\n",
|
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+ " [[-4.1835e-02]],\n",
|
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|
+ "\n",
|
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+ " [[-9.2139e-02]],\n",
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+ "\n",
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+ " [[ 2.9144e-02]],\n",
|
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|
+ "\n",
|
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+ " [[-4.4972e-02]],\n",
|
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+ "\n",
|
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|
+ " [[-2.1514e-02]],\n",
|
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+ "\n",
|
|
|
+ " [[-1.9166e-02]]]])), ('proposal_net.tidy2.bias', tensor([ 1.1925, -0.1054, -0.2491, -0.1111, -0.3087, 0.0428])), ('proposal_net.tidy3.weight', tensor([[[[-0.0337]],\n",
|
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+ "\n",
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|
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+ "\n",
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+ " ...,\n",
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+ " [[-0.0703]],\n",
|
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+ "\n",
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+ " ...,\n",
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+ "\n",
|
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|
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+ "\n",
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+ " ...,\n",
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|
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+ " [[-0.1988]],\n",
|
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+ "\n",
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+ " [[ 0.0932]]],\n",
|
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+ "\n",
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+ "\n",
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+ " ...,\n",
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+ "\n",
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+ " [[[-0.0512]],\n",
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|
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+ "\n",
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+ " ...,\n",
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+ "\n",
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+ " [[ 0.0459]],\n",
|
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+ "\n",
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+ " [[ 0.0696]],\n",
|
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+ " [[-0.0215]],\n",
|
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+ "\n",
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+ " ...,\n",
|
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+ "\n",
|
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+ " [[ 0.0099]],\n",
|
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+ "\n",
|
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+ " [[ 0.0320]],\n",
|
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+ "\n",
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+ " [[ 0.0563]]],\n",
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+ "\n",
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+ " [[[-0.0576]],\n",
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+ "\n",
|
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+ " [[-0.0814]],\n",
|
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+ "\n",
|
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+ " ...,\n",
|
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+ "\n",
|
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|
+ " [[ 0.0024]],\n",
|
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+ "\n",
|
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|
+ " [[ 0.0051]],\n",
|
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+ "\n",
|
|
|
+ " [[ 0.0770]]]])), ('proposal_net.tidy3.bias', tensor([ 2.1029, 0.7462, 1.4719, -0.0613, 0.0504, -0.0080, -0.0379, 2.0119,\n",
|
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|
+ " -0.0873])), ('concat_net.weight', tensor([[-7.9563e-05, 1.7814e-02, -3.7675e-03, ..., -8.1145e-03,\n",
|
|
|
+ " -8.5045e-04, -7.1598e-04],\n",
|
|
|
+ " [-2.4547e-03, 1.8721e-03, 2.7516e-02, ..., -4.0951e-04,\n",
|
|
|
+ " 3.9360e-03, -5.7231e-03],\n",
|
|
|
+ " [ 5.4368e-03, -2.8596e-03, 1.0897e-03, ..., 5.8513e-04,\n",
|
|
|
+ " 1.0337e-02, -1.4575e-03],\n",
|
|
|
+ " ...,\n",
|
|
|
+ " [ 2.4548e-02, -6.5712e-03, 7.3281e-03, ..., 1.5436e-02,\n",
|
|
|
+ " 1.1961e-02, 2.2369e-02],\n",
|
|
|
+ " [-5.3739e-03, -1.9125e-03, -1.8802e-03, ..., 1.3540e-02,\n",
|
|
|
+ " -1.6960e-02, 9.7791e-03],\n",
|
|
|
+ " [ 7.1646e-03, 4.8437e-03, -1.0669e-02, ..., 2.1190e-03,\n",
|
|
|
+ " 4.9607e-03, -3.6302e-03]])), ('concat_net.bias', tensor([-6.8732e-03, 5.5537e-03, 9.6117e-03, 6.3048e-03, 1.3107e-02,\n",
|
|
|
+ " 3.9859e-05, -1.2610e-02, 2.7273e-03, -1.4045e-03, 5.9489e-03,\n",
|
|
|
+ " -3.0792e-03, -3.6637e-03, 7.2461e-03, -5.3602e-04, -2.7274e-03,\n",
|
|
|
+ " -1.4292e-02, -8.4960e-03, -2.9338e-03, 3.6432e-03, -2.6311e-03,\n",
|
|
|
+ " 6.3656e-05, 1.1016e-03, 1.1028e-02, -3.6038e-03, 5.4403e-03,\n",
|
|
|
+ " -5.3956e-03, 2.2708e-03, -1.8870e-03, -9.1458e-03, 1.0188e-02,\n",
|
|
|
+ " 1.3579e-02, 1.3091e-02, 9.8644e-03, -2.0856e-03, -1.9166e-03,\n",
|
|
|
+ " -4.6232e-03, 2.0556e-02, -3.2954e-03, -6.2717e-03, 7.4375e-03,\n",
|
|
|
+ " 1.1489e-02, -7.8489e-03, -4.7532e-03, 5.8928e-03, 1.4741e-02,\n",
|
|
|
+ " -5.3441e-03, -1.4934e-02, -1.5477e-02, -8.0493e-04, -2.6123e-03,\n",
|
|
|
+ " 3.3510e-03, -9.4171e-03, 1.4061e-02, -1.5011e-03, -3.4191e-03,\n",
|
|
|
+ " -3.5429e-03, -9.8983e-03, -7.0888e-03, 4.7826e-03, 3.4644e-03,\n",
|
|
|
+ " -7.3663e-03, 4.4853e-03, 7.2080e-03, 6.6843e-03, -9.8034e-03,\n",
|
|
|
+ " 1.6680e-03, -2.9668e-03, 1.2799e-02, 2.3091e-03, 1.0957e-02,\n",
|
|
|
+ " 1.8884e-02, 1.2690e-02, -7.9524e-03, -8.1295e-03, -1.1978e-03,\n",
|
|
|
+ " -2.1331e-03, 5.2893e-03, -4.7455e-03, -3.4499e-03, 4.6519e-03,\n",
|
|
|
+ " -6.2396e-04, -4.9279e-03, -5.3811e-05, -4.9103e-03, 3.8775e-03,\n",
|
|
|
+ " 2.4928e-03, -1.1066e-02, -3.8692e-03, -1.4520e-02, -1.0347e-02,\n",
|
|
|
+ " -1.0475e-02, 2.3994e-03, -1.2051e-02, -5.0844e-04, -3.6441e-03,\n",
|
|
|
+ " -2.7874e-04, -1.5295e-03, -1.0634e-02, -1.7465e-03, -1.1233e-02,\n",
|
|
|
+ " 2.7444e-04, 1.3960e-02, 1.2773e-02, -6.5995e-03, 1.0852e-02,\n",
|
|
|
+ " -3.7076e-03, -2.2254e-03, 1.6380e-02, 7.2269e-03, 4.0793e-03,\n",
|
|
|
+ " 7.2725e-03, 1.6540e-02, 9.1545e-03, 8.6931e-03, 1.5945e-02,\n",
|
|
|
+ " 1.1606e-02, -2.0319e-03, -7.8853e-05, -5.1735e-03, 5.9940e-04,\n",
|
|
|
+ " -8.3644e-03, -1.6196e-02, -9.0929e-04, -1.7618e-03, 1.0180e-02,\n",
|
|
|
+ " 5.1577e-03, -5.2269e-03, 2.3108e-03, -1.1935e-03, -3.8042e-04,\n",
|
|
|
+ " 1.0900e-02, -4.8427e-03, -3.0117e-03, -4.7715e-03, 1.3097e-02,\n",
|
|
|
+ " 1.1163e-03, 1.4838e-02, 1.1147e-02, -1.1653e-04, 2.4457e-03,\n",
|
|
|
+ " 6.6565e-03, 1.6734e-03, 1.8444e-02, 1.5842e-02, 1.4116e-02,\n",
|
|
|
+ " 4.1742e-03, -5.3571e-03, -8.8704e-03, -9.8519e-03, 1.2082e-03,\n",
|
|
|
+ " 1.0681e-02, -8.0657e-03, -6.1671e-03, -1.0971e-02, -5.5512e-03,\n",
|
|
|
+ " -9.9669e-03, -7.0809e-04, -1.2553e-03, 4.0989e-03, -6.0019e-03,\n",
|
|
|
+ " 1.6540e-02, 8.2870e-03, -1.0093e-02, 2.7600e-03, 1.1086e-02,\n",
|
|
|
+ " -8.0910e-03, -5.4846e-04, -1.7985e-03, -1.4320e-02, -4.1533e-03,\n",
|
|
|
+ " -3.9756e-03, -3.4934e-03, -7.5545e-05, -8.2256e-03, 2.6150e-03,\n",
|
|
|
+ " 2.8056e-03, 1.1677e-02, 1.4956e-02, 7.7311e-03, -1.7457e-03,\n",
|
|
|
+ " 5.4426e-03, 3.7786e-03, -1.5567e-03, 5.4859e-03, 4.1582e-04,\n",
|
|
|
+ " -4.4117e-03, 5.3647e-04, 5.9398e-03, -1.2689e-02, 8.3232e-04,\n",
|
|
|
+ " -1.3785e-02, 2.4046e-04, 6.2992e-03, -2.8308e-03, 1.3572e-03,\n",
|
|
|
+ " -6.5423e-03, 1.1558e-02, -8.5304e-03, -7.3614e-03, -5.7108e-04])), ('partcls_net.weight', tensor([[-0.0130, 0.0098, -0.0179, ..., 0.0126, 0.0152, -0.0270],\n",
|
|
|
+ " [-0.0031, -0.0311, 0.0583, ..., -0.0219, 0.0091, -0.0205],\n",
|
|
|
+ " [ 0.0140, 0.0045, 0.0159, ..., -0.0215, -0.0033, 0.0054],\n",
|
|
|
+ " ...,\n",
|
|
|
+ " [ 0.0239, -0.0387, -0.0211, ..., 0.0239, 0.0030, 0.0379],\n",
|
|
|
+ " [-0.0363, -0.0470, 0.0015, ..., 0.0117, -0.0234, 0.0333],\n",
|
|
|
+ " [-0.0184, -0.0451, -0.0120, ..., 0.0169, 0.0043, 0.0119]])), ('partcls_net.bias', tensor([-1.6920e-02, 6.2333e-03, 3.7799e-02, 3.7212e-02, 2.7753e-02,\n",
|
|
|
+ " -1.1093e-02, -1.7900e-03, -1.6896e-02, 7.5441e-03, 1.3421e-02,\n",
|
|
|
+ " 4.3757e-03, 2.6858e-03, -1.7434e-02, 1.4399e-02, -1.9769e-02,\n",
|
|
|
+ " -2.9911e-02, 2.7282e-03, -1.1391e-02, -2.0517e-02, -8.4176e-03,\n",
|
|
|
+ " 8.9809e-04, 3.6509e-03, 1.2682e-02, 1.7272e-02, -9.8771e-03,\n",
|
|
|
+ " 3.0772e-02, 1.7012e-02, 5.6308e-03, 8.2706e-03, 1.5557e-02,\n",
|
|
|
+ " 2.9627e-02, 1.5639e-02, -4.0555e-03, 2.9363e-03, -1.1607e-02,\n",
|
|
|
+ " -4.0485e-02, 2.2655e-02, -1.6770e-02, 1.2548e-03, -6.9641e-04,\n",
|
|
|
+ " 4.7991e-02, -9.0841e-03, -1.9627e-02, -6.8594e-03, 1.9727e-02,\n",
|
|
|
+ " -3.5284e-03, 9.0041e-03, 3.5846e-03, 4.6817e-03, -2.2512e-02,\n",
|
|
|
+ " -3.0768e-02, -1.6593e-02, -2.6064e-02, 1.9088e-02, -2.5508e-03,\n",
|
|
|
+ " -2.8743e-02, -2.0116e-02, 4.0736e-03, 8.4721e-03, -4.7608e-03,\n",
|
|
|
+ " 1.2353e-02, 2.3530e-02, 3.7265e-02, 4.2343e-03, -8.7961e-04,\n",
|
|
|
+ " 9.5624e-03, -9.6694e-03, 2.0280e-02, 9.0175e-04, 7.9428e-03,\n",
|
|
|
+ " 1.7611e-02, -1.1435e-02, -1.0735e-02, 1.1232e-02, -6.4572e-03,\n",
|
|
|
+ " 2.6990e-03, -2.3524e-02, 1.0548e-02, -2.4800e-06, -1.5874e-02,\n",
|
|
|
+ " -1.0450e-02, -1.9789e-02, 8.8269e-03, -5.8451e-03, 5.7328e-03,\n",
|
|
|
+ " -2.7616e-02, -4.9039e-02, -3.0563e-02, -3.4557e-02, -1.7650e-02,\n",
|
|
|
+ " -1.9698e-02, 3.6962e-03, 1.0152e-02, 2.7680e-02, 8.9859e-04,\n",
|
|
|
+ " -2.9988e-02, 4.5644e-03, -1.5404e-02, -1.4123e-02, -2.8228e-02,\n",
|
|
|
+ " -5.6804e-03, -5.3441e-03, -1.5259e-02, -7.6612e-03, 3.6227e-02,\n",
|
|
|
+ " 1.6494e-02, 1.6285e-03, 4.0551e-02, 6.1113e-03, 1.8233e-03,\n",
|
|
|
+ " -1.5166e-02, 1.1574e-02, 2.1114e-02, 1.4873e-02, 5.7330e-03,\n",
|
|
|
+ " 5.8828e-03, 6.5715e-03, -8.9728e-03, -1.2684e-02, -2.9627e-02,\n",
|
|
|
+ " 1.5081e-02, 7.9858e-03, -1.8218e-02, 3.7841e-02, -1.2779e-02,\n",
|
|
|
+ " -3.0373e-03, -1.0850e-04, 6.4306e-03, -6.7507e-03, 7.1562e-03,\n",
|
|
|
+ " 2.7276e-02, -1.4527e-03, 3.7904e-03, -2.5831e-02, 1.5877e-02,\n",
|
|
|
+ " 2.3799e-02, 1.1561e-02, -3.8274e-03, -3.1422e-02, 1.4474e-02,\n",
|
|
|
+ " 1.0285e-02, 1.4209e-02, 3.3481e-02, 2.6677e-02, -2.0017e-03,\n",
|
|
|
+ " 3.5914e-02, -2.0768e-02, -9.5051e-03, -9.0100e-03, -2.2193e-02,\n",
|
|
|
+ " 2.6691e-02, -8.8147e-03, -2.1123e-02, -2.0565e-03, -1.2661e-02,\n",
|
|
|
+ " -1.6734e-02, -2.0087e-02, -2.8605e-02, -1.3410e-02, 1.6775e-03,\n",
|
|
|
+ " 8.1077e-03, -5.3433e-03, -1.8880e-02, -7.2961e-04, -2.4292e-04,\n",
|
|
|
+ " -5.6079e-03, -9.9064e-03, 9.4696e-03, -3.2715e-02, -1.3665e-02,\n",
|
|
|
+ " -1.2457e-03, -8.3437e-04, 9.8827e-03, 4.1805e-03, 1.2720e-02,\n",
|
|
|
+ " -6.4588e-04, -4.5893e-03, 4.3155e-02, -5.7083e-04, -5.0032e-03,\n",
|
|
|
+ " -2.1897e-03, -1.5659e-02, 1.7822e-02, 2.1880e-02, 2.4448e-03,\n",
|
|
|
+ " 1.3971e-02, 7.3715e-03, 8.4387e-03, -1.4883e-02, -1.5953e-04,\n",
|
|
|
+ " -1.5212e-02, -2.4044e-02, 1.3137e-02, -1.1120e-02, -3.9044e-03,\n",
|
|
|
+ " 6.6536e-03, 6.2974e-03, -7.9783e-03, 1.4537e-02, 1.3238e-02]))])\n"
|
|
|
+ ]
|
|
|
+ }
|
|
|
+ ],
|
|
|
+ "source": [
|
|
|
+ "model = load_state_dict_from_ipfs('QmSQNrvnuqqfN8NpiXKBwjLnLhNFpbKRPajhgGZ8gYVjua', model_dir=\"./\", file_name=\"bird-model.pth\")\n",
|
|
|
+ "print(model)"
|
|
|
+ ]
|
|
|
+ }
|
|
|
+ ],
|
|
|
+ "metadata": {
|
|
|
+ "interpreter": {
|
|
|
+ "hash": "916dbcbb3f70747c44a77c7bcd40155683ae19c65e1c03b4aa3499c5328201f1"
|
|
|
+ },
|
|
|
+ "kernelspec": {
|
|
|
+ "display_name": "Python 3.8.10 64-bit",
|
|
|
+ "language": "python",
|
|
|
+ "name": "python3"
|
|
|
+ },
|
|
|
+ "language_info": {
|
|
|
+ "codemirror_mode": {
|
|
|
+ "name": "ipython",
|
|
|
+ "version": 3
|
|
|
+ },
|
|
|
+ "file_extension": ".py",
|
|
|
+ "mimetype": "text/x-python",
|
|
|
+ "name": "python",
|
|
|
+ "nbconvert_exporter": "python",
|
|
|
+ "pygments_lexer": "ipython3",
|
|
|
+ "version": "3.8.10"
|
|
|
+ },
|
|
|
+ "orig_nbformat": 4
|
|
|
+ },
|
|
|
+ "nbformat": 4,
|
|
|
+ "nbformat_minor": 2
|
|
|
+}
|
