repo_id stringclasses 409
values | prefix large_stringlengths 34 36.3k | target large_stringlengths 1 498 | assertion_type stringclasses 31
values | difficulty stringclasses 8
values | test_file stringlengths 10 121 | test_function stringlengths 1 104 | test_class stringlengths 0 51 | lineno int32 2 11.3k | commit_idx int32 |
|---|---|---|---|---|---|---|---|---|---|
decoderesearch/circuit-tracer | import gc
import pytest
import torch
from circuit_tracer.transcoder.cross_layer_transcoder import CrossLayerTranscoder
from circuit_tracer.transcoder.single_layer_transcoder import SingleLayerTranscoder
from circuit_tracer.utils.disk_offload import (
cleanup_all_offload_files,
cpu_offload_module,
disk_off... | device.type | assert | complex_expr | tests/utils/test_disk_offload.py | test_disk_offload_module | 74 | null | |
decoderesearch/circuit-tracer | import gc
import os
import tempfile
import pytest
import torch
from safetensors.torch import save_file
from circuit_tracer.transcoder.cross_layer_transcoder import (
load_clt,
)
def cleanup_cuda():
yield
torch.cuda.empty_cache()
gc.collect()
def create_test_clt_files():
"""Create temporary CLT s... | lazy_clt.d_model | assert | complex_expr | tests/transcoder/test_cross_layer_transcoder.py | test_encode_sparse_with_lazy_encoder | 144 | null | |
decoderesearch/circuit-tracer | import gc
import os
import tempfile
import pytest
import torch
from safetensors.torch import save_file
from circuit_tracer.transcoder.cross_layer_transcoder import (
load_clt,
)
def cleanup_cuda():
yield
torch.cuda.empty_cache()
gc.collect()
def create_test_clt_files():
"""Create temporary CLT s... | (lazy_clt.d_transcoder, lazy_clt.n_layers, lazy_clt.d_model) | assert | collection | tests/transcoder/test_cross_layer_transcoder.py | test_decoder_slice_access | 173 | null | |
decoderesearch/circuit-tracer | import gc
import os
import tempfile
import pytest
import torch
from safetensors.torch import save_file
from circuit_tracer.transcoder.cross_layer_transcoder import (
load_clt,
)
def cleanup_cuda():
yield
torch.cuda.empty_cache()
gc.collect()
def create_test_clt_files():
"""Create temporary CLT s... | (n_pos, clt.d_transcoder) | assert | collection | tests/transcoder/test_cross_layer_transcoder.py | test_encode_operations_with_lazy_loading | 222 | null | |
decoderesearch/circuit-tracer | import gc
import os
import shutil
from pathlib import Path
import pytest
import torch
from circuit_tracer.transcoder import TranscoderSet
from circuit_tracer.utils.caching import (
empty_cache,
get_cached_path,
is_cached,
save_transcoders_to_cache,
)
from circuit_tracer.utils.hf_utils import load_tran... | False | assert | bool_literal | tests/utils/test_caching.py | test_caching_enables_lazy_loading | 52 | null | |
decoderesearch/circuit-tracer | import gc
from contextlib import contextmanager
import pytest
import torch
from circuit_tracer.replacement_model import ReplacementModel
from circuit_tracer.attribution.attribute_nnsight import attribute as attribute_nnsight
from circuit_tracer.attribution.attribute_transformerlens import (
attribute as attribute... | orig_gap_nn | assert | variable | tests/test_tutorial_notebook_backends.py | test_attribution_targets_logit_diff_intervention | 1,162 | null | |
decoderesearch/circuit-tracer | import gc
from collections.abc import Sequence
from typing import cast
import torch
import pytest
from circuit_tracer import Graph, ReplacementModel
from circuit_tracer.attribution.attribute import attribute
from circuit_tracer.attribution.targets import AttributionTargets, CustomTarget, LogitTarget
def mock_data():... | expected | assert | variable | tests/test_attribution_targets.py | test_attribution_targets_virtual_token_ids | 425 | null | |
decoderesearch/circuit-tracer | import gc
import os
import tempfile
import pytest
import torch
from safetensors.torch import save_file
from circuit_tracer.transcoder.cross_layer_transcoder import (
load_clt,
)
def cleanup_cuda():
yield
torch.cuda.empty_cache()
gc.collect()
def create_test_clt_files():
"""Create temporary CLT s... | (n_pos, clt.d_transcoder) | assert | collection | tests/test_cross_layer_transcoder.py | test_encode_operations_with_lazy_loading | 226 | null | |
decoderesearch/circuit-tracer | import gc
import os
import tempfile
import pytest
import torch
from safetensors.torch import save_file
from circuit_tracer.transcoder.cross_layer_transcoder import (
load_clt,
)
def cleanup_cuda():
yield
torch.cuda.empty_cache()
gc.collect()
def create_test_clt_files():
"""Create temporary CLT s... | (eager_clt.n_layers, n_pos, eager_clt.d_model) | assert | collection | tests/transcoder/test_cross_layer_transcoder.py | test_forward_pass_consistency | 294 | null | |
decoderesearch/circuit-tracer | import gc
import unittest
from unittest import mock
import pytest
import torch
from huggingface_hub.errors import GatedRepoError, RepositoryNotFoundError
from circuit_tracer.utils.hf_utils import download_hf_uris
TEST_URI = "hf://test-org/test-repo/model.bin"
def cleanup_cuda():
yield
torch.cuda.empty_cach... | RepositoryNotFoundError) | self.assertRaises | variable | tests/utils/test_hf_utils.py | test_private_no_access_or_non_existent | TestHfUtilsDownload | 104 | null |
decoderesearch/circuit-tracer | import gc
import os
import tempfile
import pytest
import torch
from safetensors.torch import save_file
from circuit_tracer.transcoder.single_layer_transcoder import (
load_relu_transcoder,
load_transcoder_set,
)
def cleanup_cuda():
yield
torch.cuda.empty_cache()
gc.collect()
def create_test_tran... | expected_state["W_dec"].shape | assert | complex_expr | tests/transcoder/test_single_layer_transcoder.py | test_lazy_decoder_only | 266 | null | |
decoderesearch/circuit-tracer | import gc
import os
import tempfile
import pytest
import torch
from safetensors.torch import save_file
from circuit_tracer.transcoder.single_layer_transcoder import (
load_relu_transcoder,
load_transcoder_set,
)
def cleanup_cuda():
yield
torch.cuda.empty_cache()
gc.collect()
def create_test_tran... | (n_pos, 512) | assert | collection | tests/transcoder/test_single_layer_transcoder.py | test_sparse_encode_decode | 149 | null | |
decoderesearch/circuit-tracer | import gc
import os
import tempfile
import pytest
import torch
from safetensors.torch import save_file
from circuit_tracer.transcoder.cross_layer_transcoder import (
load_clt,
)
def cleanup_cuda():
yield
torch.cuda.empty_cache()
gc.collect()
def create_test_clt_files():
"""Create temporary CLT s... | components | assert | variable | tests/test_cross_layer_transcoder.py | test_compute_attribution_components | 76 | null | |
decoderesearch/circuit-tracer | import gc
import os
import tempfile
import pytest
import torch
from safetensors.torch import save_file
from circuit_tracer.transcoder.single_layer_transcoder import (
load_relu_transcoder,
load_transcoder_set,
)
def cleanup_cuda():
yield
torch.cuda.empty_cache()
gc.collect()
def create_test_tran... | (batch_size * seq_len, 512) | assert | collection | tests/transcoder/test_single_layer_transcoder.py | test_encode_decode_operations | 212 | null | |
decoderesearch/circuit-tracer | import gc
from collections.abc import Sequence
from typing import cast
import torch
import pytest
from circuit_tracer import Graph, ReplacementModel
from circuit_tracer.attribution.attribute import attribute
from circuit_tracer.attribution.targets import AttributionTargets, CustomTarget, LogitTarget
def mock_data():... | 2 | assert | numeric_literal | tests/test_attribution_targets.py | test_attribution_targets_custom_target_namedtuple | 139 | null | |
decoderesearch/circuit-tracer | import gc
import os
import shutil
from pathlib import Path
import pytest
import torch
from circuit_tracer.transcoder import TranscoderSet
from circuit_tracer.utils.caching import (
empty_cache,
get_cached_path,
is_cached,
save_transcoders_to_cache,
)
from circuit_tracer.utils.hf_utils import load_tran... | 0 | assert | numeric_literal | tests/utils/test_caching.py | test_custom_cache_directory | 108 | null | |
decoderesearch/circuit-tracer | import gc
import pytest
import torch
from circuit_tracer.transcoder.cross_layer_transcoder import CrossLayerTranscoder
from circuit_tracer.transcoder.single_layer_transcoder import SingleLayerTranscoder
from circuit_tracer.utils.disk_offload import (
cleanup_all_offload_files,
cpu_offload_module,
disk_off... | expected_count | assert | variable | tests/utils/test_disk_offload.py | test_offload_modules | 177 | null | |
decoderesearch/circuit-tracer | import gc
import pytest
import torch
from circuit_tracer.transcoder.cross_layer_transcoder import CrossLayerTranscoder
from circuit_tracer.transcoder.single_layer_transcoder import SingleLayerTranscoder
from circuit_tracer.utils.disk_offload import (
cleanup_all_offload_files,
cpu_offload_module,
disk_off... | 1 | assert | numeric_literal | tests/utils/test_disk_offload.py | test_cleanup_offload_files | 208 | null | |
decoderesearch/circuit-tracer | import gc
import pytest
import torch
from circuit_tracer import ReplacementModel
from circuit_tracer.attribution.attribute_transformerlens import attribute as attribute_tl
from circuit_tracer.attribution.attribute_nnsight import attribute as attribute_nnsight
from circuit_tracer.replacement_model.replacement_model_tr... | original_device.type | assert | complex_expr | tests/test_offload.py | test_offload_tl | 41 | null | |
decoderesearch/circuit-tracer | import gc
from contextlib import contextmanager
import pytest
import torch
from circuit_tracer.replacement_model import ReplacementModel
from circuit_tracer.attribution.attribute_nnsight import attribute as attribute_nnsight
from circuit_tracer.attribution.attribute_transformerlens import (
attribute as attribute... | len(group_b_tokens) | assert | func_call | tests/test_tutorial_notebook_backends.py | _build_demo_semantic_target | 901 | null | |
decoderesearch/circuit-tracer | import gc
import pytest
import torch
from circuit_tracer.transcoder.cross_layer_transcoder import CrossLayerTranscoder
from circuit_tracer.transcoder.single_layer_transcoder import SingleLayerTranscoder
from circuit_tracer.utils.disk_offload import (
cleanup_all_offload_files,
cpu_offload_module,
disk_off... | expected_device | assert | variable | tests/utils/test_disk_offload.py | test_offload_modules | 185 | null | |
decoderesearch/circuit-tracer | import gc
import os
import tempfile
import pytest
import torch
from safetensors.torch import save_file
from circuit_tracer.transcoder.cross_layer_transcoder import (
load_clt,
)
def cleanup_cuda():
yield
torch.cuda.empty_cache()
gc.collect()
def create_test_clt_files():
"""Create temporary CLT s... | (len(feat_ids), lazy_clt.n_layers, lazy_clt.d_model) | assert | collection | tests/transcoder/test_cross_layer_transcoder.py | test_decoder_slice_access | 180 | null | |
decoderesearch/circuit-tracer | import gc
import os
import tempfile
import pytest
import torch
from safetensors.torch import save_file
from circuit_tracer.transcoder.single_layer_transcoder import (
load_relu_transcoder,
load_transcoder_set,
)
def cleanup_cuda():
yield
torch.cuda.empty_cache()
gc.collect()
def create_test_tran... | 0 | assert | numeric_literal | tests/test_single_layer_transcoder.py | test_sparse_encode_decode | 145 | null | |
decoderesearch/circuit-tracer | import gc
from collections.abc import Sequence
from typing import cast
import torch
import pytest
from circuit_tracer import Graph, ReplacementModel
from circuit_tracer.attribution.attribute import attribute
from circuit_tracer.attribution.targets import AttributionTargets, CustomTarget, LogitTarget
def mock_data():... | 1.0 | assert | numeric_literal | tests/test_attribution_targets.py | test_attribution_targets_tuple_valid_int_prob | 569 | null | |
decoderesearch/circuit-tracer | import pytest
import torch
from circuit_tracer.replacement_model import ReplacementModel
from circuit_tracer.replacement_model.replacement_model_nnsight import NNSightReplacementModel
from circuit_tracer.replacement_model.replacement_model_transformerlens import (
TransformerLensReplacementModel,
)
class TestGetA... | tl_logits.shape | assert | complex_expr | tests/_test_get_activations.py | test_single_token_input | TestGetActivationsEdgeCases | 295 | null |
decoderesearch/circuit-tracer | import gc
import numpy as np
import pytest
import torch
from transformer_lens import HookedTransformerConfig
from circuit_tracer.attribution.targets import LogitTarget
from circuit_tracer.graph import Graph, compute_edge_influence, compute_node_influence
from circuit_tracer.utils import get_default_device
def cleanu... | "" | assert | string_literal | tests/test_graph.py | test_graph_with_tensor_logit_targets | 190 | null | |
decoderesearch/circuit-tracer | import gc
import os
import tempfile
import pytest
import torch
from safetensors.torch import save_file
from circuit_tracer.transcoder.cross_layer_transcoder import (
load_clt,
)
def cleanup_cuda():
yield
torch.cuda.empty_cache()
gc.collect()
def create_test_clt_files():
"""Create temporary CLT s... | lazy_sparse._nnz() | assert | func_call | tests/transcoder/test_cross_layer_transcoder.py | test_encode_sparse_with_lazy_encoder | 143 | null | |
decoderesearch/circuit-tracer | import gc
import os
import tempfile
import pytest
import torch
from safetensors.torch import save_file
from circuit_tracer.transcoder.single_layer_transcoder import (
load_relu_transcoder,
load_transcoder_set,
)
def cleanup_cuda():
yield
torch.cuda.empty_cache()
gc.collect()
def create_test_tran... | transcoder._parameters | assert | complex_expr | tests/test_single_layer_transcoder.py | test_lazy_encoder_only | 240 | null | |
decoderesearch/circuit-tracer | import gc
from collections.abc import Sequence
from typing import cast
import torch
import pytest
from circuit_tracer import Graph, ReplacementModel
from circuit_tracer.attribution.attribute import attribute
from circuit_tracer.attribution.targets import AttributionTargets, CustomTarget, LogitTarget
def mock_data():... | "alpha" | assert | string_literal | tests/test_attribution_targets.py | test_attribution_targets_tuple_of_target_specs | 382 | null | |
decoderesearch/circuit-tracer | import gc
from collections.abc import Sequence
from typing import cast
import torch
import pytest
from circuit_tracer import Graph, ReplacementModel
from circuit_tracer.attribution.attribute import attribute
from circuit_tracer.attribution.targets import AttributionTargets, CustomTarget, LogitTarget
def mock_data():... | (3, 64) | assert | collection | tests/test_attribution_targets.py | test_attribution_targets_str_list | 77 | null | |
decoderesearch/circuit-tracer | import gc
import os
import tempfile
import pytest
import torch
from safetensors.torch import save_file
from circuit_tracer.transcoder.cross_layer_transcoder import (
load_clt,
)
def cleanup_cuda():
yield
torch.cuda.empty_cache()
gc.collect()
def create_test_clt_files():
"""Create temporary CLT s... | lazy_clt.d_model | assert | complex_expr | tests/test_cross_layer_transcoder.py | test_encode_sparse_with_lazy_encoder | 144 | null | |
decoderesearch/circuit-tracer | import pytest
import torch
from circuit_tracer.replacement_model import ReplacementModel
from circuit_tracer.replacement_model.replacement_model_nnsight import NNSightReplacementModel
from circuit_tracer.replacement_model.replacement_model_transformerlens import (
TransformerLensReplacementModel,
)
class TestGetA... | tl_activations.shape | assert | complex_expr | tests/_test_get_activations.py | test_single_token_input | TestGetActivationsEdgeCases | 296 | null |
decoderesearch/circuit-tracer | import gc
from contextlib import contextmanager
import pytest
import torch
from circuit_tracer.replacement_model import ReplacementModel
from circuit_tracer.attribution.attribute_nnsight import attribute as attribute_nnsight
from circuit_tracer.attribution.attribute_transformerlens import (
attribute as attribute... | tl_tokens | assert | variable | tests/test_tutorial_notebook_backends.py | test_attribution_targets_string | 970 | null | |
decoderesearch/circuit-tracer | import gc
import os
import tempfile
import pytest
import torch
from safetensors.torch import save_file
from circuit_tracer.transcoder.single_layer_transcoder import (
load_relu_transcoder,
load_transcoder_set,
)
def cleanup_cuda():
yield
torch.cuda.empty_cache()
gc.collect()
def create_test_tran... | (n_pos, d_model) | assert | collection | tests/test_single_layer_transcoder.py | test_sparse_encode_decode | 154 | null | |
decoderesearch/circuit-tracer | import gc
from contextlib import contextmanager
import pytest
import torch
from circuit_tracer.replacement_model import ReplacementModel
from circuit_tracer.attribution.attribute_nnsight import attribute as attribute_nnsight
from circuit_tracer.attribution.attribute_transformerlens import (
attribute as attribute... | 0.5 | assert | numeric_literal | tests/test_tutorial_notebook_backends.py | test_attribution_targets_logit_diff_intervention | 1,169 | null | |
decoderesearch/circuit-tracer | import gc
import unittest
from unittest import mock
import pytest
import torch
from huggingface_hub.errors import GatedRepoError, RepositoryNotFoundError
from circuit_tracer.utils.hf_utils import download_hf_uris
TEST_URI = "hf://test-org/test-repo/model.bin"
def cleanup_cuda():
yield
torch.cuda.empty_cach... | {TEST_URI: "/fake/path/model.bin"}) | self.assertEqual | collection | tests/utils/test_hf_utils.py | test_public_no_token | TestHfUtilsDownload | 37 | null |
decoderesearch/circuit-tracer | import gc
import os
import tempfile
import pytest
import torch
from safetensors.torch import save_file
from circuit_tracer.transcoder.cross_layer_transcoder import (
load_clt,
)
def cleanup_cuda():
yield
torch.cuda.empty_cache()
gc.collect()
def create_test_clt_files():
"""Create temporary CLT s... | (lazy_clt.n_layers, n_pos, lazy_clt.d_transcoder) | assert | collection | tests/test_cross_layer_transcoder.py | test_encode_sparse_with_lazy_encoder | 142 | null | |
decoderesearch/circuit-tracer | import gc
import os
import tempfile
import pytest
import torch
from safetensors.torch import save_file
from circuit_tracer.transcoder.single_layer_transcoder import (
load_relu_transcoder,
load_transcoder_set,
)
def cleanup_cuda():
yield
torch.cuda.empty_cache()
gc.collect()
def create_test_tran... | (n_pos, d_model) | assert | collection | tests/transcoder/test_single_layer_transcoder.py | test_sparse_encode_decode | 154 | null | |
decoderesearch/circuit-tracer | import gc
import os
import tempfile
import pytest
import torch
from safetensors.torch import save_file
from circuit_tracer.transcoder.cross_layer_transcoder import (
load_clt,
)
def cleanup_cuda():
yield
torch.cuda.empty_cache()
gc.collect()
def create_test_clt_files():
"""Create temporary CLT s... | (lazy_clt.n_layers, n_pos, lazy_clt.d_transcoder) | assert | collection | tests/transcoder/test_cross_layer_transcoder.py | test_encode_sparse_with_lazy_encoder | 142 | null | |
decoderesearch/circuit-tracer | import gc
import os
import tempfile
import pytest
import torch
from safetensors.torch import save_file
from circuit_tracer.transcoder.cross_layer_transcoder import (
load_clt,
)
def cleanup_cuda():
yield
torch.cuda.empty_cache()
gc.collect()
def create_test_clt_files():
"""Create temporary CLT s... | expected_decoder_count | assert | variable | tests/test_cross_layer_transcoder.py | test_cross_layer_decoder_structure | 275 | null | |
decoderesearch/circuit-tracer | import gc
import os
import tempfile
import pytest
import torch
from safetensors.torch import save_file
from circuit_tracer.transcoder.single_layer_transcoder import (
load_relu_transcoder,
load_transcoder_set,
)
def cleanup_cuda():
yield
torch.cuda.empty_cache()
gc.collect()
def create_test_tran... | (n_pos, 512) | assert | collection | tests/test_single_layer_transcoder.py | test_sparse_encode_decode | 149 | null | |
decoderesearch/circuit-tracer | import gc
import pytest
import torch
from circuit_tracer import ReplacementModel
def cleanup_cuda():
yield
torch.cuda.empty_cache()
gc.collect()
@pytest.mark.skipif(not torch.cuda.is_available(), reason="CUDA not available")
def test_intervention_generate_sparse_tl():
model = ReplacementModel.from_p... | str_sparse | assert | variable | tests/test_interventions.py | test_intervention_generate_sparse_tl | 253 | null | |
decoderesearch/circuit-tracer | import gc
import unittest
from unittest import mock
import pytest
import torch
from huggingface_hub.errors import GatedRepoError, RepositoryNotFoundError
from circuit_tracer.utils.hf_utils import download_hf_uris
TEST_URI = "hf://test-org/test-repo/model.bin"
def cleanup_cuda():
yield
torch.cuda.empty_cach... | PermissionError) | self.assertRaises | variable | tests/utils/test_hf_utils.py | test_gated_no_token | TestHfUtilsDownload | 89 | null |
decoderesearch/circuit-tracer | import gc
import os
import tempfile
import pytest
import torch
from safetensors.torch import save_file
from circuit_tracer.transcoder.cross_layer_transcoder import (
load_clt,
)
def cleanup_cuda():
yield
torch.cuda.empty_cache()
gc.collect()
def create_test_clt_files():
"""Create temporary CLT s... | (clt.n_layers, n_pos, clt.d_transcoder) | assert | collection | tests/transcoder/test_cross_layer_transcoder.py | test_encode_operations_with_lazy_loading | 218 | null | |
decoderesearch/circuit-tracer | import gc
import os
import tempfile
import pytest
import torch
from safetensors.torch import save_file
from circuit_tracer.transcoder.single_layer_transcoder import (
load_relu_transcoder,
load_transcoder_set,
)
def cleanup_cuda():
yield
torch.cuda.empty_cache()
gc.collect()
def create_test_tran... | expected_state["W_enc"].shape | assert | complex_expr | tests/transcoder/test_single_layer_transcoder.py | test_lazy_encoder_only | 244 | null | |
decoderesearch/circuit-tracer | import pytest
import torch
from circuit_tracer.replacement_model import ReplacementModel
from circuit_tracer.replacement_model.replacement_model_nnsight import NNSightReplacementModel
from circuit_tracer.replacement_model.replacement_model_transformerlens import (
TransformerLensReplacementModel,
)
class TestGetA... | 0 | assert | numeric_literal | tests/_test_get_activations.py | test_get_activations_apply_activation_function_option | TestGetActivations | 201 | null |
decoderesearch/circuit-tracer | import gc
import os
import tempfile
import pytest
import torch
from safetensors.torch import save_file
from circuit_tracer.transcoder.single_layer_transcoder import (
load_relu_transcoder,
load_transcoder_set,
)
def cleanup_cuda():
yield
torch.cuda.empty_cache()
gc.collect()
def create_test_tran... | n_active | assert | variable | tests/transcoder/test_single_layer_transcoder.py | test_transcoder_set_attribution_components | 119 | null | |
decoderesearch/circuit-tracer | import gc
import pytest
import torch
from nnsight import save
from circuit_tracer import ReplacementModel
from circuit_tracer.replacement_model.replacement_model_transformerlens import (
TransformerLensReplacementModel,
)
from circuit_tracer.replacement_model.replacement_model_nnsight import (
NNSightReplacem... | None | assert | none_literal | tests/test_freeze_points.py | get_gradients_with_freeze | 124 | null | |
decoderesearch/circuit-tracer | import gc
import numpy as np
import pytest
import torch
from transformer_lens import HookedTransformerConfig
from circuit_tracer.attribution.targets import LogitTarget
from circuit_tracer.graph import Graph, compute_edge_influence, compute_node_influence
from circuit_tracer.utils import get_default_device
def cleanu... | 50257 | assert | numeric_literal | tests/test_graph.py | test_graph_serialization_with_logit_targets | 290 | null | |
decoderesearch/circuit-tracer | import gc
import os
import tempfile
import pytest
import torch
from safetensors.torch import save_file
from circuit_tracer.transcoder.cross_layer_transcoder import (
load_clt,
)
def cleanup_cuda():
yield
torch.cuda.empty_cache()
gc.collect()
def create_test_clt_files():
"""Create temporary CLT s... | 0 | assert | numeric_literal | tests/transcoder/test_cross_layer_transcoder.py | test_encode_sparse_with_lazy_encoder | 139 | null | |
decoderesearch/circuit-tracer | import gc
import os
import tempfile
import pytest
import torch
from safetensors.torch import save_file
from circuit_tracer.transcoder.single_layer_transcoder import (
load_relu_transcoder,
load_transcoder_set,
)
def cleanup_cuda():
yield
torch.cuda.empty_cache()
gc.collect()
def create_test_tran... | components | assert | variable | tests/test_single_layer_transcoder.py | test_transcoder_set_attribution_components | 97 | null | |
decoderesearch/circuit-tracer | import gc
import pytest
import torch
from circuit_tracer.transcoder.cross_layer_transcoder import CrossLayerTranscoder
from circuit_tracer.transcoder.single_layer_transcoder import SingleLayerTranscoder
from circuit_tracer.utils.disk_offload import (
cleanup_all_offload_files,
cpu_offload_module,
disk_off... | "cpu" | assert | string_literal | tests/utils/test_disk_offload.py | test_cpu_offload_module_cuda | 95 | null | |
decoderesearch/circuit-tracer | import gc
import pytest
import torch
from circuit_tracer.transcoder.cross_layer_transcoder import CrossLayerTranscoder
from circuit_tracer.transcoder.single_layer_transcoder import SingleLayerTranscoder
from circuit_tracer.utils.disk_offload import (
cleanup_all_offload_files,
cpu_offload_module,
disk_off... | "cuda" | assert | string_literal | tests/utils/test_disk_offload.py | test_cpu_offload_module_cuda | 99 | null | |
decoderesearch/circuit-tracer | import gc
import pytest
import torch
from circuit_tracer.transcoder.cross_layer_transcoder import CrossLayerTranscoder
from circuit_tracer.transcoder.single_layer_transcoder import SingleLayerTranscoder
from circuit_tracer.utils.disk_offload import (
cleanup_all_offload_files,
cpu_offload_module,
disk_off... | orig_device.type | assert | complex_expr | tests/utils/test_disk_offload.py | test_disk_offload_module | 79 | null | |
decoderesearch/circuit-tracer | import gc
import os
import tempfile
import pytest
import torch
from safetensors.torch import save_file
from circuit_tracer.transcoder.cross_layer_transcoder import (
load_clt,
)
def cleanup_cuda():
yield
torch.cuda.empty_cache()
gc.collect()
def create_test_clt_files():
"""Create temporary CLT s... | 0 | assert | numeric_literal | tests/test_cross_layer_transcoder.py | test_encode_sparse_with_lazy_encoder | 139 | null | |
decoderesearch/circuit-tracer | import gc
import numpy as np
import pytest
import torch
from transformer_lens import HookedTransformerConfig
from circuit_tracer.attribution.targets import LogitTarget
from circuit_tracer.graph import Graph, compute_edge_influence, compute_node_influence
from circuit_tracer.utils import get_default_device
def cleanu... | [262, 290, 314] | assert | collection | tests/test_graph.py | test_graph_serialization_with_logit_targets | 289 | null | |
decoderesearch/circuit-tracer | import gc
import os
import tempfile
import pytest
import torch
from safetensors.torch import save_file
from circuit_tracer.transcoder.cross_layer_transcoder import (
load_clt,
)
def cleanup_cuda():
yield
torch.cuda.empty_cache()
gc.collect()
def create_test_clt_files():
"""Create temporary CLT s... | components | assert | variable | tests/transcoder/test_cross_layer_transcoder.py | test_compute_attribution_components | 76 | null | |
decoderesearch/circuit-tracer | import gc
import pytest
import torch
from nnsight import save
from circuit_tracer import ReplacementModel
from circuit_tracer.replacement_model.replacement_model_transformerlens import (
TransformerLensReplacementModel,
)
from circuit_tracer.replacement_model.replacement_model_nnsight import (
NNSightReplacem... | atol | assert | variable | tests/test_freeze_points_hessian.py | verify_freeze_linearity_hessian_tl | 111 | null | |
decoderesearch/circuit-tracer | import gc
import os
import tempfile
import pytest
import torch
from safetensors.torch import save_file
from circuit_tracer.transcoder.cross_layer_transcoder import (
load_clt,
)
def cleanup_cuda():
yield
torch.cuda.empty_cache()
gc.collect()
def create_test_clt_files():
"""Create temporary CLT s... | lazy_sparse._nnz() | assert | func_call | tests/test_cross_layer_transcoder.py | test_encode_sparse_with_lazy_encoder | 143 | null | |
decoderesearch/circuit-tracer | import gc
import os
import tempfile
import pytest
import torch
from safetensors.torch import save_file
from circuit_tracer.transcoder.single_layer_transcoder import (
load_relu_transcoder,
load_transcoder_set,
)
def cleanup_cuda():
yield
torch.cuda.empty_cache()
gc.collect()
def create_test_tran... | transcoder._parameters | assert | complex_expr | tests/transcoder/test_single_layer_transcoder.py | test_lazy_encoder_only | 240 | null | |
decoderesearch/circuit-tracer | import gc
from collections.abc import Sequence
from typing import cast
import torch
import pytest
from circuit_tracer import Graph, ReplacementModel
from circuit_tracer.attribution.attribute import attribute
from circuit_tracer.attribution.targets import AttributionTargets, CustomTarget, LogitTarget
def mock_data():... | 1 | assert | numeric_literal | tests/test_attribution_targets.py | test_attribution_targets_tuple_valid_int_prob | 568 | null | |
decoderesearch/circuit-tracer | import gc
import numpy as np
import pytest
import torch
from transformer_lens import HookedTransformerConfig
from circuit_tracer.attribution.targets import LogitTarget
from circuit_tracer.graph import Graph, compute_edge_influence, compute_node_influence
from circuit_tracer.utils import get_default_device
def cleanu... | 314 | assert | numeric_literal | tests/test_graph.py | test_graph_from_pt_legacy_tensor_format | 353 | null | |
decoderesearch/circuit-tracer | import gc
import os
import tempfile
import pytest
import torch
from safetensors.torch import save_file
from circuit_tracer.transcoder.single_layer_transcoder import (
load_relu_transcoder,
load_transcoder_set,
)
def cleanup_cuda():
yield
torch.cuda.empty_cache()
gc.collect()
def create_test_tran... | sparse_acts._nnz() | assert | func_call | tests/transcoder/test_single_layer_transcoder.py | test_sparse_encode_decode | 155 | null | |
decoderesearch/circuit-tracer | import gc
from collections.abc import Sequence
from typing import cast
import torch
import pytest
from circuit_tracer import Graph, ReplacementModel
from circuit_tracer.attribution.attribute import attribute
from circuit_tracer.attribution.targets import AttributionTargets, CustomTarget, LogitTarget
def mock_data():... | 3 | assert | numeric_literal | tests/test_attribution_targets.py | test_attribution_targets_str_list | 74 | null | |
decoderesearch/circuit-tracer | import gc
import unittest
from unittest import mock
import pytest
import torch
from huggingface_hub.errors import GatedRepoError, RepositoryNotFoundError
from circuit_tracer.utils.hf_utils import download_hf_uris
TEST_URI = "hf://test-org/test-repo/model.bin"
def cleanup_cuda():
yield
torch.cuda.empty_cach... | GatedRepoError) | self.assertRaises | variable | tests/utils/test_hf_utils.py | test_gated_without_access | TestHfUtilsDownload | 75 | null |
decoderesearch/circuit-tracer | import gc
import os
import shutil
from pathlib import Path
import pytest
import torch
from circuit_tracer.transcoder import TranscoderSet
from circuit_tracer.utils.caching import (
empty_cache,
get_cached_path,
is_cached,
save_transcoders_to_cache,
)
from circuit_tracer.utils.hf_utils import load_tran... | True | assert | bool_literal | tests/utils/test_caching.py | test_caching_enables_lazy_loading | 77 | null | |
decoderesearch/circuit-tracer | import gc
import pytest
import torch
from circuit_tracer.transcoder.cross_layer_transcoder import CrossLayerTranscoder
from circuit_tracer.transcoder.single_layer_transcoder import SingleLayerTranscoder
from circuit_tracer.utils.disk_offload import (
cleanup_all_offload_files,
cpu_offload_module,
disk_off... | orig_device | assert | variable | tests/utils/test_disk_offload.py | test_cpu_offload_module_cpu | 111 | null | |
decoderesearch/circuit-tracer | import gc
import numpy as np
import pytest
import torch
import torch.nn as nn
from transformer_lens import HookedTransformerConfig
from circuit_tracer import ReplacementModel
from circuit_tracer.attribution.attribute_transformerlens import attribute
from circuit_tracer.replacement_model.replacement_model_transformerl... | None | assert | none_literal | tests/test_attributions_llama.py | load_dummy_llama_model | 47 | null | |
decoderesearch/circuit-tracer | import gc
from functools import partial
import numpy as np
import pytest
import torch
import torch.nn as nn
from tqdm import tqdm
from transformer_lens import HookedTransformerConfig
from circuit_tracer import Graph, ReplacementModel
from circuit_tracer.attribution.attribute_transformerlens import attribute
from circ... | None | assert | none_literal | tests/test_attributions_gemma.py | verify_intervention | 157 | null | |
decoderesearch/circuit-tracer | import gc
import os
import tempfile
import pytest
import torch
from safetensors.torch import save_file
from circuit_tracer.transcoder.single_layer_transcoder import (
load_relu_transcoder,
load_transcoder_set,
)
def cleanup_cuda():
yield
torch.cuda.empty_cache()
gc.collect()
def create_test_tran... | 0 | assert | numeric_literal | tests/transcoder/test_single_layer_transcoder.py | test_sparse_encode_decode | 145 | null | |
DLR-RM/stable-baselines3 | import json
import os
import uuid
import warnings
import gymnasium as gym
import pandas
import pytest
from stable_baselines3.common.monitor import LoadMonitorResultsError, Monitor, get_monitor_files, load_results
DEMO_MONITOR = """#{"t_start": 1771532779.9940808, "env_id": "Pendulum-v1"}
r,l,t
-1463.466035,200,1.622... | 2 | assert | numeric_literal | tests/test_monitor.py | test_monitor_load_results | 104 | null | |
DLR-RM/stable-baselines3 | import importlib.util
import os
import sys
import time
from collections.abc import Sequence
from io import TextIOBase
from unittest import mock
import gymnasium as gym
import numpy as np
import pytest
import torch as th
from gymnasium import spaces
from matplotlib import pyplot as plt
from pandas.errors import EmptyDa... | stats_window_size | assert | variable | tests/test_logger.py | test_ep_buffers_stats_window_size | 496 | null | |
DLR-RM/stable-baselines3 | import json
import os
import uuid
import warnings
import gymnasium as gym
import pandas
import pytest
from stable_baselines3.common.monitor import LoadMonitorResultsError, Monitor, get_monitor_files, load_results
DEMO_MONITOR = """#{"t_start": 1771532779.9940808, "env_id": "Pendulum-v1"}
r,l,t
-1463.466035,200,1.622... | monitor_files | assert | variable | tests/test_monitor.py | test_monitor_load_results | 86 | null | |
DLR-RM/stable-baselines3 | import json
import os
import uuid
import warnings
import gymnasium as gym
import pandas
import pytest
from stable_baselines3.common.monitor import LoadMonitorResultsError, Monitor, get_monitor_files, load_results
DEMO_MONITOR = """#{"t_start": 1771532779.9940808, "env_id": "Pendulum-v1"}
r,l,t
-1463.466035,200,1.622... | 0 | assert | numeric_literal | tests/test_monitor.py | test_monitor_load_results | 139 | null | |
DLR-RM/stable-baselines3 | import operator
from typing import Any
import gymnasium as gym
import numpy as np
import pytest
from gymnasium import spaces
from stable_baselines3 import SAC, TD3, HerReplayBuffer
from stable_baselines3.common.envs import FakeImageEnv
from stable_baselines3.common.monitor import Monitor
from stable_baselines3.common... | rewards.dtype | assert | complex_expr | tests/test_vec_normalize.py | test_get_original | 318 | null | |
DLR-RM/stable-baselines3 | import os
import shutil
import gymnasium as gym
import numpy as np
import pytest
import torch as th
from stable_baselines3 import A2C, DDPG, DQN, PPO, SAC, TD3, HerReplayBuffer
from stable_baselines3.common.callbacks import (
BaseCallback,
CallbackList,
CheckpointCallback,
EvalCallback,
EveryNTime... | AssertionError) | pytest.raises | variable | tests/test_callbacks.py | test_eval_friendly_error | 241 | null | |
DLR-RM/stable-baselines3 | import operator
from typing import Any
import gymnasium as gym
import numpy as np
import pytest
from gymnasium import spaces
from stable_baselines3 import SAC, TD3, HerReplayBuffer
from stable_baselines3.common.envs import FakeImageEnv
from stable_baselines3.common.monitor import Monitor
from stable_baselines3.common... | obs) | assert_* | variable | tests/test_vec_normalize.py | test_get_original | 321 | null | |
DLR-RM/stable-baselines3 | import gymnasium as gym
import numpy as np
import pytest
import torch as th
from gymnasium import spaces
from stable_baselines3 import A2C
from stable_baselines3.common.buffers import DictReplayBuffer, DictRolloutBuffer, ReplayBuffer, RolloutBuffer
from stable_baselines3.common.env_checker import check_env
from stable... | AssertionError, match=r"DictRolloutBuffer must be used with Dict obs space only") | pytest.raises | complex_expr | tests/test_buffers.py | test_custom_rollout_buffer | 244 | null | |
DLR-RM/stable-baselines3 | import gymnasium as gym
import numpy as np
import pytest
from gymnasium import spaces
from stable_baselines3 import A2C, DDPG, DQN, PPO, SAC, TD3
from stable_baselines3.common.env_checker import check_env
from stable_baselines3.common.env_util import make_vec_env
from stable_baselines3.common.envs import BitFlippingEn... | NotImplementedError) | pytest.raises | variable | tests/test_dict_env.py | test_dict_nested | 331 | null | |
DLR-RM/stable-baselines3 | import os
import shutil
import ale_py
import gymnasium as gym
import numpy as np
import pytest
import torch as th
from gymnasium import spaces
import stable_baselines3 as sb3
from stable_baselines3 import A2C
from stable_baselines3.common.atari_wrappers import MaxAndSkipEnv
from stable_baselines3.common.env_util impo... | 1 | assert | numeric_literal | tests/test_utils.py | test_custom_vec_env | 175 | null | |
DLR-RM/stable-baselines3 | import operator
from typing import Any
import gymnasium as gym
import numpy as np
import pytest
from gymnasium import spaces
from stable_baselines3 import SAC, TD3, HerReplayBuffer
from stable_baselines3.common.envs import FakeImageEnv
from stable_baselines3.common.monitor import Monitor
from stable_baselines3.common... | normb.gamma | assert | complex_expr | tests/test_vec_normalize.py | check_vec_norm_equal | 163 | null | |
DLR-RM/stable-baselines3 | import numpy as np
from gymnasium import spaces
from stable_baselines3 import PPO
from stable_baselines3.common.vec_env import VecEnv, VecExtractDictObs, VecMonitor
def test_extract_dict_obs():
"""Test VecExtractDictObs"""
env = DictObsVecEnv()
env = VecExtractDictObs(env, "rgb")
assert env.reset().... | (4, 86, 86) | assert | collection | tests/test_vec_extract_dict_obs.py | test_extract_dict_obs | 71 | null | |
DLR-RM/stable-baselines3 | import os
import pytest
from stable_baselines3 import A2C, PPO, SAC, TD3
from stable_baselines3.common.callbacks import BaseCallback
from stable_baselines3.common.logger import HParam
from stable_baselines3.common.utils import get_latest_run_id
MODEL_DICT = {
"a2c": (A2C, "CartPole-v1"),
"ppo": (PPO, "CartPo... | 2 | assert | numeric_literal | tests/test_tensorboard.py | test_escape_log_name | 83 | null | |
DLR-RM/stable-baselines3 | import gymnasium as gym
import numpy as np
import pytest
import torch as th
from stable_baselines3 import A2C, DDPG, DQN, PPO, SAC, TD3
from stable_baselines3.common.env_util import make_vec_env
from stable_baselines3.common.noise import NormalActionNoise, OrnsteinUhlenbeckActionNoise
normal_action_noise = NormalActi... | ValueError) | pytest.raises | variable | tests/test_run.py | test_train_freq_fail | 139 | null | |
DLR-RM/stable-baselines3 | import gymnasium as gym
import numpy as np
import pytest
import torch as th
from gymnasium import spaces
from stable_baselines3 import A2C
from stable_baselines3.common.buffers import DictReplayBuffer, DictRolloutBuffer, ReplayBuffer, RolloutBuffer
from stable_baselines3.common.env_checker import check_env
from stable... | obs_dtype | assert | variable | tests/test_buffers.py | test_buffer_dtypes | 205 | null | |
DLR-RM/stable-baselines3 | from dataclasses import dataclass
import gymnasium as gym
import numpy as np
import pytest
from gymnasium import spaces
from gymnasium.spaces.space import Space
from stable_baselines3 import A2C, DDPG, DQN, PPO, SAC, TD3
from stable_baselines3.common.env_checker import check_env
from stable_baselines3.common.env_util... | env.action_space.dtype | assert | complex_expr | tests/test_spaces.py | test_float64_action_space | 169 | null | |
DLR-RM/stable-baselines3 | import types
import warnings
import gymnasium as gym
import numpy as np
import pytest
from gymnasium import spaces
from stable_baselines3.common.env_checker import check_env
from stable_baselines3.common.envs import (
BitFlippingEnv,
FakeImageEnv,
IdentityEnv,
IdentityEnvBox,
IdentityEnvMultiBinar... | str(excinfo.value) | assert | func_call | tests/test_envs.py | test_common_failures_reset | 274 | null | |
DLR-RM/stable-baselines3 | import types
import warnings
import gymnasium as gym
import numpy as np
import pytest
from gymnasium import spaces
from stable_baselines3.common.env_checker import check_env
from stable_baselines3.common.envs import (
BitFlippingEnv,
FakeImageEnv,
IdentityEnv,
IdentityEnvBox,
IdentityEnvMultiBinar... | AssertionError) | pytest.raises | variable | tests/test_envs.py | test_bit_flipping | 81 | null | |
DLR-RM/stable-baselines3 | import torch
from gymnasium import spaces
from stable_baselines3.common.preprocessing import get_obs_shape, preprocess_obs
def test_preprocess_obs_discrete():
actual = preprocess_obs(torch.tensor([2], dtype=torch.long), spaces.Discrete(3))
expected = torch.tensor([[0.0, 0.0, 1.0]], dtype=torch.float32)
t... | expected) | assert_* | variable | tests/test_preprocessing.py | test_preprocess_obs_discrete | 34 | null | |
DLR-RM/stable-baselines3 | import importlib.util
import os
import sys
import time
from collections.abc import Sequence
from io import TextIOBase
from unittest import mock
import gymnasium as gym
import numpy as np
import pytest
import torch as th
from gymnasium import spaces
from matplotlib import pyplot as plt
from pandas.errors import EmptyDa... | 2 | assert | numeric_literal | tests/test_logger.py | test_set_logger | 133 | null | |
DLR-RM/stable-baselines3 | import torch
from gymnasium import spaces
from stable_baselines3.common.preprocessing import get_obs_shape, preprocess_obs
def test_get_obs_shape_multibinary():
assert get_obs_shape(spaces.MultiBinary(3)) == | (3,) | assert | collection | tests/test_preprocessing.py | test_get_obs_shape_multibinary | 16 | null | |
DLR-RM/stable-baselines3 | import torch
from gymnasium import spaces
from stable_baselines3.common.preprocessing import get_obs_shape, preprocess_obs
def test_get_obs_shape_multidiscrete():
assert get_obs_shape(spaces.MultiDiscrete([3, 2])) == | (2,) | assert | collection | tests/test_preprocessing.py | test_get_obs_shape_multidiscrete | 12 | null | |
DLR-RM/stable-baselines3 | import gymnasium as gym
import numpy as np
import pytest
import torch as th
import torch.nn as nn
from stable_baselines3 import A2C, DQN, PPO, SAC, TD3
from stable_baselines3.common.preprocessing import get_flattened_obs_dim
from stable_baselines3.common.torch_layers import BaseFeaturesExtractor
MODEL_LIST = [
PP... | prediction) | assert_* | variable | tests/test_train_eval_mode.py | test_predict_with_dropout_batch_norm | 374 | null | |
DLR-RM/stable-baselines3 | import base64
import io
import json
import os
import pathlib
import tempfile
import warnings
import zipfile
from collections import OrderedDict
from copy import deepcopy
import gymnasium as gym
import numpy as np
import pytest
import torch as th
from stable_baselines3 import A2C, DDPG, DQN, PPO, SAC, TD3
from stable_... | 2 | assert | numeric_literal | tests/test_save_load.py | test_exclude_include_saved_params | 272 | null | |
DLR-RM/stable-baselines3 | import json
import os
import uuid
import warnings
import gymnasium as gym
import pandas
import pytest
from stable_baselines3.common.monitor import LoadMonitorResultsError, Monitor, get_monitor_files, load_results
DEMO_MONITOR = """#{"t_start": 1771532779.9940808, "env_id": "Pendulum-v1"}
r,l,t
-1463.466035,200,1.622... | sum(ep_rewards) | assert | func_call | tests/test_monitor.py | test_monitor | 46 | null | |
DLR-RM/stable-baselines3 | import os
import pathlib
import warnings
from copy import deepcopy
import numpy as np
import pytest
import torch as th
from stable_baselines3 import DDPG, DQN, SAC, TD3, HerReplayBuffer
from stable_baselines3.common.env_util import make_vec_env
from stable_baselines3.common.envs import BitFlippingEnv
from stable_base... | 3 | assert | numeric_literal | tests/test_her.py | test_save_load | 219 | null | |
DLR-RM/stable-baselines3 | import os
import pathlib
import warnings
from copy import deepcopy
import numpy as np
import pytest
import torch as th
from stable_baselines3 import DDPG, DQN, SAC, TD3, HerReplayBuffer
from stable_baselines3.common.env_util import make_vec_env
from stable_baselines3.common.envs import BitFlippingEnv
from stable_base... | AttributeError) | pytest.raises | variable | tests/test_her.py | test_save_load_replay_buffer | 262 | null | |
DLR-RM/stable-baselines3 | import os
import pathlib
import warnings
from copy import deepcopy
import numpy as np
import pytest
import torch as th
from stable_baselines3 import DDPG, DQN, SAC, TD3, HerReplayBuffer
from stable_baselines3.common.env_util import make_vec_env
from stable_baselines3.common.envs import BitFlippingEnv
from stable_base... | str(excinfo.value) | assert | func_call | tests/test_her.py | test_import_error | 25 | null | |
DLR-RM/stable-baselines3 | import csv
import json
import os
import uuid
import warnings
import gymnasium as gym
import pandas
import pytest
from stable_baselines3 import PPO
from stable_baselines3.common.envs.bit_flipping_env import BitFlippingEnv
from stable_baselines3.common.evaluation import evaluate_policy
from stable_baselines3.common.mon... | 0 | assert | numeric_literal | tests/test_vec_monitor.py | test_vec_monitor_ppo | 145 | null | |
DLR-RM/stable-baselines3 | import operator
from typing import Any
import gymnasium as gym
import numpy as np
import pytest
from gymnasium import spaces
from stable_baselines3 import SAC, TD3, HerReplayBuffer
from stable_baselines3.common.envs import FakeImageEnv
from stable_baselines3.common.monitor import Monitor
from stable_baselines3.common... | normb.epsilon | assert | complex_expr | tests/test_vec_normalize.py | check_vec_norm_equal | 164 | null |
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