

import inspect
import os
import unittest
from pathlib import Path

import torch

import accelerate
from accelerate.test_utils import execute_subprocess_async
from accelerate.test_utils.testing import run_command







class 	lowercase    (				unittest.TestCase							):


		"""simple docstring"""




		a__					       =  inspect.getfile(accelerate.test_utils							)
		a__					       =  os.path.sep.join(mod_file.split(os.path.sep							)[:-1] + ["scripts", "test_cli.py"]							)

		a__					       =  ["accelerate", "launch"]
		a__					       =  Path.home() / ".cache/huggingface/accelerate"
		a__					       =  "default_config.yaml"
		a__					       =  config_folder / config_file
		a__					       =  config_folder / "_default_config.yaml"

		a__					       =  Path("tests/test_configs"							)


		@classmethod
		def 		A__					(				cls):
			if cls.config_path.is_file():
				cls.config_path.rename(cls.changed_path)


		@classmethod
		def 		A__					(				cls):
			if cls.changed_path.is_file():
				cls.changed_path.rename(cls.config_path)


		def 		A__					(				self):
			_UpperCamelCase   :		Dict			=						self.base_cmd
			if torch.cuda.is_available() and (torch.cuda.device_count() > 1):
				cmd += ["--multi_gpu"]
			execute_subprocess_async(cmd + [self.test_file_path]	,       env=os.environ.copy())


		def 		A__					(				self):
			for config in sorted(self.test_config_path.glob('**/*.yaml')):
				with self.subTest(config_file=__snake_case):
					execute_subprocess_async(
					    self.base_cmd + ['--config_file', str(__snake_case), self.test_file_path]	,       env=os.environ.copy())






		def 		A__					(				self):
			execute_subprocess_async(['accelerate', 'test']	,       env=os.environ.copy())







class 	lowercase    (				unittest.TestCase							):


		"""simple docstring"""




		a__					       =  "test-tpu"
		a__					       =  "us-central1-a"
		a__					       =  "ls"
		a__					       =  ["accelerate", "tpu-config"]
		a__					       =  "cd /usr/share"
		a__					       =  "tests/test_samples/test_command_file.sh"
		a__					       =  "Running gcloud compute tpus tpu-vm ssh"


		def 		A__					(				self):
			_UpperCamelCase   :		List[str]			=						run_command(
			    self.cmd
			    + ['--command', self.command, '--tpu_zone', self.tpu_zone, '--tpu_name', self.tpu_name, '--debug']	,       return_stdout=__snake_case	,       )
			self.assertIn(
			    f'''{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; ls --worker all'''	,       __snake_case	,       )


		def 		A__					(				self):
			_UpperCamelCase   :		Any			=						run_command(
			    self.cmd
			    + [
			        '--config_file',
			        'tests/test_configs/0_12_0.yaml',
			        '--command',
			        self.command,
			        '--tpu_zone',
			        self.tpu_zone,
			        '--tpu_name',
			        self.tpu_name,
			        '--debug',
			    ]	,       return_stdout=__snake_case	,       )
			self.assertIn(
			    f'''{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; ls --worker all'''	,       __snake_case	,       )


		def 		A__					(				self):
			_UpperCamelCase   :		Tuple			=						run_command(
			    self.cmd + ['--config_file', 'tests/test_configs/latest.yaml', '--debug']	,       return_stdout=__snake_case)
			self.assertIn(
			    f'''{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; echo "hello world"; echo "this is a second command" --worker all'''	,       __snake_case	,       )


		def 		A__					(				self):
			_UpperCamelCase   :		List[str]			=						run_command(
			    self.cmd + ['--config_file', 'tests/test_configs/latest.yaml', '--command', self.command, '--debug']	,       return_stdout=__snake_case	,       )
			self.assertIn(
			    f'''{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; ls --worker all'''	,       __snake_case	,       )


		def 		A__					(				self):
			_UpperCamelCase   :		Tuple			=						run_command(
			    self.cmd
			    + [
			        '--config_file',
			        'tests/test_configs/latest.yaml',
			        '--command',
			        self.command,
			        '--command',
			        'echo "Hello World"',
			        '--debug',
			    ]	,       return_stdout=__snake_case	,       )
			self.assertIn(
			    f'''{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; ls; echo "Hello World" --worker all'''	,       __snake_case	,       )


		def 		A__					(				self):
			_UpperCamelCase   :		Optional[int]			=						run_command(
			    self.cmd
			    + ['--config_file', 'tests/test_configs/latest.yaml', '--command_file', self.command_file, '--debug']	,       return_stdout=__snake_case	,       )
			self.assertIn(
			    f'''{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; echo "hello world"; echo "this is a second command" --worker all'''	,       __snake_case	,       )


		def 		A__					(				self):
			_UpperCamelCase   :		Optional[Any]			=						run_command(
			    self.cmd
			    + [
			        '--config_file',
			        'tests/test_configs/0_12_0.yaml',
			        '--command_file',
			        self.command_file,
			        '--tpu_zone',
			        self.tpu_zone,
			        '--tpu_name',
			        self.tpu_name,
			        '--debug',
			    ]	,       return_stdout=__snake_case	,       )
			self.assertIn(
			    f'''{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; echo "hello world"; echo "this is a second command" --worker all'''	,       __snake_case	,       )


		def 		A__					(				self):
			_UpperCamelCase   :		Optional[Any]			=						run_command(
			    self.cmd + ['--config_file', 'tests/test_configs/latest.yaml', '--install_accelerate', '--debug']	,       return_stdout=__snake_case	,       )
			self.assertIn(
			    f'''{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; pip install accelerate -U; echo "hello world"; echo "this is a second command" --worker all'''	,       __snake_case	,       )






		def 		A__					(				self):
			_UpperCamelCase   :		Any			=						run_command(
			    self.cmd
			    + [
			        '--config_file',
			        'tests/test_configs/latest.yaml',
			        '--install_accelerate',
			        '--accelerate_version',
			        '12.0.0',
			        '--debug',
			    ]	,       return_stdout=__snake_case	,       )
			self.assertIn(
			    f'''{self.gcloud} test-tpu --zone us-central1-a --command {self.base_output}; pip install accelerate==12.0.0; echo "hello world"; echo "this is a second command" --worker all'''	,       __snake_case	,       )







from ...configuration_utils import PretrainedConfig
from ...utils import logging


lowerCAmelCase__								=		logging.get_logger(__name__)

lowerCAmelCase__								=		{
    """RWKV/rwkv-4-169m-pile""": """https://huggingface.co/RWKV/rwkv-4-169m-pile/resolve/main/config.json""",
    """RWKV/rwkv-4-430m-pile""": """https://huggingface.co/RWKV/rwkv-4-430m-pile/resolve/main/config.json""",
    """RWKV/rwkv-4-1b5-pile""": """https://huggingface.co/RWKV/rwkv-4-1b5-pile/resolve/main/config.json""",
    """RWKV/rwkv-4-3b-pile""": """https://huggingface.co/RWKV/rwkv-4-3b-pile/resolve/main/config.json""",
    """RWKV/rwkv-4-7b-pile""": """https://huggingface.co/RWKV/rwkv-4-7b-pile/resolve/main/config.json""",
    """RWKV/rwkv-4-14b-pile""": """https://huggingface.co/RWKV/rwkv-4-14b-pile/resolve/main/config.json""",
    """RWKV/rwkv-raven-1b5""": """https://huggingface.co/RWKV/rwkv-raven-1b5/resolve/main/config.json""",
    """RWKV/rwkv-raven-3b""": """https://huggingface.co/RWKV/rwkv-raven-3b/resolve/main/config.json""",
    """RWKV/rwkv-raven-7b""": """https://huggingface.co/RWKV/rwkv-raven-7b/resolve/main/config.json""",
    """RWKV/rwkv-raven-14b""": """https://huggingface.co/RWKV/rwkv-raven-14b/resolve/main/config.json""",
}







class 	lowercase    (				_lowercase							):


		"""simple docstring"""




		a__					       =  "rwkv"
		a__					       =  {"max_position_embeddings": "context_length"}


		def __init__(				self	,       __snake_case=5_02_77	,       __snake_case=10_24	,       __snake_case=40_96	,       __snake_case=32	,       __snake_case=None	,       __snake_case=None	,       __snake_case=1e-5	,       __snake_case=0	,       __snake_case=0	,       __snake_case=6	,       __snake_case=False	,       __snake_case=True	,       **__snake_case	,       ):
			_UpperCamelCase   :		str			=						vocab_size
			_UpperCamelCase   :		int			=						context_length
			_UpperCamelCase   :		Tuple			=						hidden_size
			_UpperCamelCase   :		Tuple			=						num_hidden_layers
			_UpperCamelCase   :		Dict			=						attention_hidden_size if attention_hidden_size is not None else hidden_size
			_UpperCamelCase   :		Tuple			=						intermediate_size if intermediate_size is not None else 4 * hidden_size
			_UpperCamelCase   :		Union[str, Any]			=						layer_norm_epsilon
			_UpperCamelCase   :		Dict			=						rescale_every
			_UpperCamelCase   :		Optional[Any]			=						use_cache

			_UpperCamelCase   :		str			=						bos_token_id
			_UpperCamelCase   :		Optional[Any]			=						eos_token_id

			super().__init__(
			    tie_word_embeddings=__snake_case	,       bos_token_id=__snake_case	,       eos_token_id=__snake_case	,       **__snake_case)




