* fix * [test_all] trigger full CI --------- Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
This commit is contained in:
@@ -14,10 +14,10 @@
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import tempfile
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import unittest
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from pathlib import Path
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import numpy as np
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from huggingface_hub import HfFolder, delete_repo, snapshot_download
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from requests.exceptions import HTTPError
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from transformers import BertConfig, BertModel, is_flax_available, is_torch_available
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from transformers.testing_utils import (
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@@ -55,89 +55,103 @@ class FlaxModelPushToHubTester(unittest.TestCase):
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cls._token = TOKEN
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HfFolder.save_token(TOKEN)
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@classmethod
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def tearDownClass(cls):
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@staticmethod
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def _try_delete_repo(repo_id, token):
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try:
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delete_repo(token=cls._token, repo_id="test-model-flax")
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except HTTPError:
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pass
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try:
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delete_repo(token=cls._token, repo_id="valid_org/test-model-flax-org")
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except HTTPError:
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# Reset repo
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delete_repo(repo_id=repo_id, token=token)
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except: # noqa E722
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pass
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def test_push_to_hub(self):
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config = BertConfig(
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vocab_size=99, hidden_size=32, num_hidden_layers=5, num_attention_heads=4, intermediate_size=37
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)
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model = FlaxBertModel(config)
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model.push_to_hub("test-model-flax", token=self._token)
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new_model = FlaxBertModel.from_pretrained(f"{USER}/test-model-flax")
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base_params = flatten_dict(unfreeze(model.params))
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new_params = flatten_dict(unfreeze(new_model.params))
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for key in base_params.keys():
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max_diff = (base_params[key] - new_params[key]).sum().item()
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self.assertLessEqual(max_diff, 1e-3, msg=f"{key} not identical")
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try:
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# Reset repo
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delete_repo(token=self._token, repo_id="test-model-flax")
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except: # noqa E722
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pass
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# Push to hub via save_pretrained
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with tempfile.TemporaryDirectory() as tmp_dir:
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model.save_pretrained(tmp_dir, repo_id="test-model-flax", push_to_hub=True, token=self._token)
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try:
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tmp_repo = f"{USER}/test-model-flax-{Path(tmp_dir).name}"
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config = BertConfig(
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vocab_size=99, hidden_size=32, num_hidden_layers=5, num_attention_heads=4, intermediate_size=37
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)
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model = FlaxBertModel(config)
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model.push_to_hub(tmp_repo, token=self._token)
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new_model = FlaxBertModel.from_pretrained(f"{USER}/test-model-flax")
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new_model = FlaxBertModel.from_pretrained(tmp_repo)
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base_params = flatten_dict(unfreeze(model.params))
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new_params = flatten_dict(unfreeze(new_model.params))
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base_params = flatten_dict(unfreeze(model.params))
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new_params = flatten_dict(unfreeze(new_model.params))
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for key in base_params.keys():
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max_diff = (base_params[key] - new_params[key]).sum().item()
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self.assertLessEqual(max_diff, 1e-3, msg=f"{key} not identical")
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for key in base_params.keys():
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max_diff = (base_params[key] - new_params[key]).sum().item()
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self.assertLessEqual(max_diff, 1e-3, msg=f"{key} not identical")
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finally:
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# Always (try to) delete the repo.
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self._try_delete_repo(repo_id=tmp_repo, token=self._token)
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def test_push_to_hub_via_save_pretrained(self):
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with tempfile.TemporaryDirectory() as tmp_dir:
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try:
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tmp_repo = f"{USER}/test-model-flax-{Path(tmp_dir).name}"
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config = BertConfig(
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vocab_size=99, hidden_size=32, num_hidden_layers=5, num_attention_heads=4, intermediate_size=37
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)
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model = FlaxBertModel(config)
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# Push to hub via save_pretrained
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model.save_pretrained(tmp_dir, repo_id=tmp_repo, push_to_hub=True, token=self._token)
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new_model = FlaxBertModel.from_pretrained(tmp_repo)
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base_params = flatten_dict(unfreeze(model.params))
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new_params = flatten_dict(unfreeze(new_model.params))
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for key in base_params.keys():
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max_diff = (base_params[key] - new_params[key]).sum().item()
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self.assertLessEqual(max_diff, 1e-3, msg=f"{key} not identical")
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finally:
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# Always (try to) delete the repo.
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self._try_delete_repo(repo_id=tmp_repo, token=self._token)
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def test_push_to_hub_in_organization(self):
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config = BertConfig(
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vocab_size=99, hidden_size=32, num_hidden_layers=5, num_attention_heads=4, intermediate_size=37
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)
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model = FlaxBertModel(config)
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model.push_to_hub("valid_org/test-model-flax-org", token=self._token)
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new_model = FlaxBertModel.from_pretrained("valid_org/test-model-flax-org")
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base_params = flatten_dict(unfreeze(model.params))
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new_params = flatten_dict(unfreeze(new_model.params))
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for key in base_params.keys():
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max_diff = (base_params[key] - new_params[key]).sum().item()
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self.assertLessEqual(max_diff, 1e-3, msg=f"{key} not identical")
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try:
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# Reset repo
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delete_repo(token=self._token, repo_id="valid_org/test-model-flax-org")
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except: # noqa E722
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pass
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# Push to hub via save_pretrained
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with tempfile.TemporaryDirectory() as tmp_dir:
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model.save_pretrained(
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tmp_dir, repo_id="valid_org/test-model-flax-org", push_to_hub=True, token=self._token
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)
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try:
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tmp_repo = f"valid_org/test-model-flax-org-{Path(tmp_dir).name}"
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config = BertConfig(
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vocab_size=99, hidden_size=32, num_hidden_layers=5, num_attention_heads=4, intermediate_size=37
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)
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model = FlaxBertModel(config)
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model.push_to_hub(tmp_repo, token=self._token)
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new_model = FlaxBertModel.from_pretrained("valid_org/test-model-flax-org")
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new_model = FlaxBertModel.from_pretrained(tmp_repo)
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base_params = flatten_dict(unfreeze(model.params))
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new_params = flatten_dict(unfreeze(new_model.params))
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base_params = flatten_dict(unfreeze(model.params))
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new_params = flatten_dict(unfreeze(new_model.params))
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for key in base_params.keys():
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max_diff = (base_params[key] - new_params[key]).sum().item()
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self.assertLessEqual(max_diff, 1e-3, msg=f"{key} not identical")
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for key in base_params.keys():
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max_diff = (base_params[key] - new_params[key]).sum().item()
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self.assertLessEqual(max_diff, 1e-3, msg=f"{key} not identical")
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finally:
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# Always (try to) delete the repo.
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self._try_delete_repo(repo_id=tmp_repo, token=self._token)
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def test_push_to_hub_in_organization_via_save_pretrained(self):
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with tempfile.TemporaryDirectory() as tmp_dir:
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try:
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tmp_repo = f"valid_org/test-model-flax-org-{Path(tmp_dir).name}"
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config = BertConfig(
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vocab_size=99, hidden_size=32, num_hidden_layers=5, num_attention_heads=4, intermediate_size=37
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)
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model = FlaxBertModel(config)
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# Push to hub via save_pretrained
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model.save_pretrained(tmp_dir, repo_id=tmp_repo, push_to_hub=True, token=self._token)
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new_model = FlaxBertModel.from_pretrained(tmp_repo)
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base_params = flatten_dict(unfreeze(model.params))
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new_params = flatten_dict(unfreeze(new_model.params))
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for key in base_params.keys():
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max_diff = (base_params[key] - new_params[key]).sum().item()
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self.assertLessEqual(max_diff, 1e-3, msg=f"{key} not identical")
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finally:
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# Always (try to) delete the repo.
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self._try_delete_repo(repo_id=tmp_repo, token=self._token)
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def check_models_equal(model1, model2):
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