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classes |
|---|---|---|---|---|---|---|---|---|
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/ulysses_alst/test_ulysses_sp_hf.py | tests/unit/ulysses_alst/test_ulysses_sp_hf.py | # Copyright (c) The DeepSpeed Contributors
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
"""
UlyssesPlus: UlyssesSPHF tests
"""
from deepspeed.runtime.sequence_parallel.ulysses_sp import UlyssesSPAttentionHF, UlyssesSPDataLoaderAdapter
from deepspeed.runtime.utils import move_to_device
from deepspeed.utils i... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/elasticity/test_elastic.py | tests/unit/elasticity/test_elastic.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import pytest
import deepspeed
from unit.common import DistributedTest
from deepspeed.git_version_info import version as ds_version
import os
from unit.simple_model import SimpleModel
from deepspeed.ops.op_builder import Fus... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/comm/test_dist.py | tests/unit/comm/test_dist.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import os
import torch
import deepspeed.comm as dist
import deepspeed
from unit.common import DistributedTest, DistributedFixture, get_master_port
from unit.simple_model import SimpleModel
from deepspeed.accelerator import ... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/v1/zero/test_zero_autocast.py | tests/unit/v1/zero/test_zero_autocast.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
from copy import deepcopy
import pytest
import torch
from torch.nn.parallel import DistributedDataParallel as DDP
from unit.common import DistributedTest, enable_determinism, allclose_on_all_ranks
from unit.simple_model i... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/v1/zero/test_zero_user_backward.py | tests/unit/v1/zero/test_zero_user_backward.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import pytest
import torch
import deepspeed
from torch.nn.parallel import DistributedDataParallel as DDP
from unit.common import DistributedTest, preferred_dtype, allclose_on_all_ranks
from unit.simple_model import SimpleMo... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | true |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/v1/zero/test_zero.py | tests/unit/v1/zero/test_zero.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import math
from collections import namedtuple
from typing import Dict, List, NamedTuple, Set, Tuple
import pytest
import deepspeed.comm as dist
import torch
from torch import Tensor
from torch.nn import Linear, Module
from ... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | true |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/v1/compile/test_compile_zero.py | tests/unit/v1/compile/test_compile_zero.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import pytest
import torch
from deepspeed.runtime.zero.offload_config import OffloadDeviceEnum
from deepspeed.utils.torch import required_torch_version
from deepspeed.accelerator import get_accelerator
from unit.v1.compile... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/v1/compile/util.py | tests/unit/v1/compile/util.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
from copy import deepcopy
import os
import random
import numpy as np
import torch
import deepspeed
from deepspeed.accelerator import get_accelerator
from deepspeed.runtime.zero import GatheredParameters
from unit.simple_m... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/v1/half_precision/test_with_autocast.py | tests/unit/v1/half_precision/test_with_autocast.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import torch
import deepspeed
import pytest
from unit.common import DistributedTest, allclose_on_all_ranks
from deepspeed.ops.op_builder import CPUAdamBuilder
from unit.simple_model import SimpleModel, random_dataloader
from... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/v1/half_precision/test_bf16.py | tests/unit/v1/half_precision/test_bf16.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import torch
import deepspeed
import pytest
from deepspeed.ops.adam import FusedAdam
from unit.common import DistributedTest
from deepspeed.ops.op_builder import CPUAdamBuilder
from unit.simple_model import SimpleModel, Simp... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/compression/test_dequantization.py | tests/unit/compression/test_dequantization.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
# Copyright (c) 2023, 2023, Oracle and/or its affiliates.
import os
import torch
import pytest
from unit.common import DistributedTest
import deepspeed
from deepspeed.accelerator import get_accelerator
class TestDequantiz... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/compression/test_compression.py | tests/unit/compression/test_compression.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import torch
import pytest
import random
import numpy as np
from unit.megatron_model import get_gpt2_model
from deepspeed.compression.compress import init_compression
from unit.modeling import BertConfig
from unit.modelingpr... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/test_data.py | tests/unit/runtime/test_data.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
from deepspeed.utils import RepeatingLoader
import torch
import pytest
import deepspeed
from deepspeed.accelerator import get_accelerator
from unit.common import DistributedTest
from unit.simple_model import SimpleModel, ran... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/test_ds_initialize.py | tests/unit/runtime/test_ds_initialize.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import pytest
from typing import Callable
import torch
from torch.optim import Optimizer, Adam, AdamW
from torch.optim.lr_scheduler import _LRScheduler, LambdaLR
from unit.simple_model import SimpleModel, random_dataloader
... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/test_ds_config_model.py | tests/unit/runtime/test_ds_config_model.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import pytest
import json
import os
from typing import List, Optional
from pydantic import Field, ValidationError
from deepspeed.runtime import config as ds_config
from deepspeed.runtime.config_utils import DeepSpeedConfig... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/test_lr_schedulers.py | tests/unit/runtime/test_lr_schedulers.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import torch
import deepspeed
import pytest
from unit.common import DistributedTest
from unit.simple_model import SimpleModel, random_dataloader
from deepspeed.runtime.lr_schedules import LR_RANGE_TEST, LR_RANGE_TEST_MIN_LR,... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/test_multiple_models.py | tests/unit/runtime/test_multiple_models.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import pytest
import deepspeed
import deepspeed.comm as dist
import torch
from unit.common import DistributedTest
from unit.simple_model import SimpleModel, random_dataloader
def create_model(config_dict):
hidden_dim =... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/test_multi_output_model.py | tests/unit/runtime/test_multi_output_model.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import torch
import deepspeed
from deepspeed.accelerator import get_accelerator
from pytest import approx
from unit.util import torch_assert_close
from unit.common import DistributedTest, preferred_dtype
from unit.multi_outp... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/test_runtime_utils.py | tests/unit/runtime/test_runtime_utils.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import torch
from torch._utils import _flatten_dense_tensors
import deepspeed.comm as dist
import pytest
import deepspeed.runtime.utils as ds_utils
import deepspeed.utils.groups as groups
from deepspeed.accelerator import g... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/test_mup_optimizers.py | tests/unit/runtime/test_mup_optimizers.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import deepspeed
import torch
import pytest
from unit.common import DistributedTest
from unit.simple_model import SimpleModel, random_dataloader
from mup.shape import set_base_shapes
from deepspeed.accelerator import get_ac... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/test_pld.py | tests/unit/runtime/test_pld.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import numpy as np
import deepspeed
import pytest
from deepspeed.runtime.progressive_layer_drop import ProgressiveLayerDrop
from unit.common import DistributedTest
from unit.simple_model import SimpleModel, PLD_SimpleModel,... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/test_ds_config_dict.py | tests/unit/runtime/test_ds_config_dict.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
# A test on its own
import os
import pytest
import json
import hjson
import argparse
import torch
from deepspeed.runtime.zero.config import DeepSpeedZeroConfig
from deepspeed.accelerator import get_accelerator
from unit.co... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/test_no_sync_ctxt.py | tests/unit/runtime/test_no_sync_ctxt.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import pytest
from contextlib import nullcontext
import torch
from unit.simple_model import SimpleModel, random_dataloader
from unit.common import DistributedTest
import deepspeed
import deepspeed.comm as dist
from deepsp... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/test_data_efficiency.py | tests/unit/runtime/test_data_efficiency.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import torch
import os
import deepspeed
from deepspeed.accelerator import get_accelerator
import pytest
from unit.common import DistributedTest
from unit.simple_model import Curriculum_SimpleModel, SimpleModel, random_datalo... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/test_autocast.py | tests/unit/runtime/test_autocast.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import pytest
import torch
from deepspeed.runtime.zero.linear import LinearModuleForZeroStage3
from deepspeed.accelerator import get_accelerator
from unit.common import DistributedTest
@pytest.mark.parametrize('half_op', [... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/zero/test_zero_tensor_fragment.py | tests/unit/runtime/zero/test_zero_tensor_fragment.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import pytest
import deepspeed.comm as dist
import torch
import math
from unit.common import DistributedTest
from unit.simple_model import random_dataloader, SimpleModel
from unit.util import bf16_required_version_check
im... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/zero/test_ignore_unused_parameters.py | tests/unit/runtime/zero/test_ignore_unused_parameters.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import pytest
from unit.common import DistributedTest
from unit.simple_model import UnusedParametersModel, random_dataloader
from deepspeed.ops.op_builder import CPUAdamBuilder
import deepspeed
from deepspeed.accelerator im... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/zero/test_unwrap_model.py | tests/unit/runtime/zero/test_unwrap_model.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import deepspeed
from deepspeed.runtime.zero import unwrap_model_for_generation
from deepspeed.accelerator import get_accelerator
from unit.common import DistributedTest
from unit.simple_model import SimpleModel
config = {... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/zero/test_zero_context_ancestry.py | tests/unit/runtime/zero/test_zero_context_ancestry.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import torch
import deepspeed
from deepspeed.runtime.zero.partition_parameters import ZeroParamStatus
from deepspeed.accelerator import get_accelerator
from utils import setup_serial_env
from unit.common import DistributedT... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/zero/test_zeropp.py | tests/unit/runtime/zero/test_zeropp.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import pytest
import deepspeed.comm as dist
from torch.nn import Module
from unit.common import DistributedTest
from unit.simple_model import random_dataloader
import deepspeed
from deepspeed.runtime.zero.config import Dee... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/zero/test_zero_leaf_module.py | tests/unit/runtime/zero/test_zero_leaf_module.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import pytest
import deepspeed.comm as dist
import torch
from unit.common import DistributedTest, preferred_dtype
from unit.simple_model import random_dataloader
import deepspeed
from deepspeed.utils import set_z3_leaf_mod... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/zero/test_zero_context.py | tests/unit/runtime/zero/test_zero_context.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
from types import SimpleNamespace
import torch
import pytest
import deepspeed
from deepspeed.runtime.zero.partition_parameters import ZeroParamStatus, partitioned_param_data_shape
import deepspeed.comm as dist
from deepspee... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/zero/test_nvme_checkpointing.py | tests/unit/runtime/zero/test_nvme_checkpointing.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import os
import pytest
import deepspeed.comm as dist
import torch
from unit.common import DistributedTest
from unit.simple_model import random_dataloader, SimpleModel
import deepspeed
from deepspeed.runtime.zero.offload_c... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/zero/test_zero_nesting_init.py | tests/unit/runtime/zero/test_zero_nesting_init.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import torch
from unit.common import DistributedTest
from transformers import VisionEncoderDecoderModel
from transformers.integrations.deepspeed import HfDeepSpeedConfig
import deepspeed
class TestNestingInit(Distribute... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/zero/utils.py | tests/unit/runtime/zero/utils.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import os
from unit.common import get_master_port
def setup_serial_env():
# Setup for a serial run
os.environ['MASTER_ADDR'] = '127.0.0.1'
os.environ['MASTER_PORT'] = get_master_port()
os.environ['LOCAL_RAN... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/zero/test_zero_grad_clip.py | tests/unit/runtime/zero/test_zero_grad_clip.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import torch
import pytest
import deepspeed
from deepspeed.runtime.zero.stage3 import DeepSpeedZeroOptimizer_Stage3
from deepspeed.utils import safe_get_local_grad, safe_set_local_grad
from deepspeed.accelerator import get_a... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/zero/test_zero_dynamic_class.py | tests/unit/runtime/zero/test_zero_dynamic_class.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import torch
from unit.common import DistributedTest
import deepspeed
class TestNewClassDeclaredNestingInit(DistributedTest):
world_size = 1
def test_new_class_declared_nesting_init(self):
ds_config = di... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/zero/test_zero_tiled.py | tests/unit/runtime/zero/test_zero_tiled.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import copy
import torch
from deepspeed.runtime.zero.tiling import TiledLinear, TiledLinearReturnBias
import pytest
@pytest.mark.parametrize('in_splits,out_splits', [(1, 1), (2, 2), (5, 5), (32, 32)])
def test_tiled_init... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/zero/test_zero_offloadpp.py | tests/unit/runtime/zero/test_zero_offloadpp.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import pytest
import deepspeed.comm as dist
from unit.common import DistributedTest
from unit.simple_model import random_dataloader
import deepspeed
import torch
from deepspeed.runtime.zero.offload_config import DeepSpeedZer... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/zero/test_offload_states.py | tests/unit/runtime/zero/test_offload_states.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import pytest
import torch
import deepspeed
import deepspeed.comm as dist
from deepspeed.accelerator import get_accelerator
from unit.common import DistributedTest
from unit.simple_model import random_dataloader, SimpleMode... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/zero/test_zero_context_return.py | tests/unit/runtime/zero/test_zero_context_return.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
from types import SimpleNamespace
import torch
import pytest
import deepspeed
from deepspeed.runtime.zero.partition_parameters import ZeroParamStatus
from deepspeed.accelerator import get_accelerator
from utils import setup... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/zero/test_zero_config.py | tests/unit/runtime/zero/test_zero_config.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
from deepspeed.runtime.zero.config import DeepSpeedZeroConfig, DeepSpeedZeroOffloadParamConfig, DeepSpeedZeroOffloadOptimizerConfig
def test_zero_config_deprecatedfields():
config = DeepSpeedZeroConfig(**{"cpu_offload_... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/sparse_tensor/test_csr.py | tests/unit/runtime/sparse_tensor/test_csr.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import torch
import random
from deepspeed.runtime.sparse_tensor import SparseTensor
def test_csr_addition_self():
row_count = 10
random.seed(1234)
x = torch.ones(1, 5)
for i in range(row_count - 1):
... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/sparse_tensor/test_sparse_grads.py | tests/unit/runtime/sparse_tensor/test_sparse_grads.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import torch
import pytest
import deepspeed
from unit.common import DistributedTest
from deepspeed.accelerator import get_accelerator
import deepspeed.utils.groups as groups
if get_accelerator().device_name() == 'hpu':
... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/sparse_tensor/test_averaging_sparse_gradients.py | tests/unit/runtime/sparse_tensor/test_averaging_sparse_gradients.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import torch
import pytest
import deepspeed
from unit.common import DistributedTest
from unit.util import skip_on_arch
from deepspeed.accelerator import get_accelerator
if get_accelerator().device_name() == 'hpu':
pytes... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/half_precision/test_dynamic_loss_scale.py | tests/unit/runtime/half_precision/test_dynamic_loss_scale.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import torch
import deepspeed
from deepspeed.accelerator import get_accelerator
import pytest
import numpy as np
from unit.common import DistributedTest
from unit.simple_model import SimpleModel
from deepspeed.ops.op_builder... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/half_precision/test_fp8.py | tests/unit/runtime/half_precision/test_fp8.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import torch
import deepspeed
import pytest
from unit.common import DistributedTest, is_rocm_pytorch
from unit.util import skip_on_arch
try:
import transformer_engine.pytorch as transformer_engine
from transformer_e... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/half_precision/test_zero_optim_overflow.py | tests/unit/runtime/half_precision/test_zero_optim_overflow.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import torch
import deepspeed
from deepspeed.accelerator import get_accelerator
import pytest
import numpy as np
from unit.common import DistributedTest
from unit.simple_model import SimpleModel, random_dataloader
from deeps... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/half_precision/test_fp16.py | tests/unit/runtime/half_precision/test_fp16.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import torch
import deepspeed.comm as dist
import deepspeed
import pytest
from deepspeed.ops.adam import FusedAdam
from unit.common import DistributedTest
from unit.simple_model import SimpleModel, SimpleOptimizer, random_da... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/half_precision/onebit/test_onebit.py | tests/unit/runtime/half_precision/onebit/test_onebit.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import torch
import torch.nn as nn
import deepspeed.comm as dist
import deepspeed
import pytest
import os
import numpy as np
from deepspeed.runtime.pipe.topology import PipeDataParallelTopology
from deepspeed.ops.op_builder... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | true |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/comm/test_coalesced_collectives.py | tests/unit/runtime/comm/test_coalesced_collectives.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
"""
unit tests for coalesced collectives
"""
import torch
import deepspeed
import deepspeed.comm as dist
from deepspeed.runtime.comm.coalesced_collectives import reduce_scatter_coalesced, all_to_all_quant_reduce
from deepspe... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/activation_checkpointing/test_activation_checkpointing_non_reentrant.py | tests/unit/runtime/activation_checkpointing/test_activation_checkpointing_non_reentrant.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
# TODO: add tests with model parallelism for activation partitioning and other features.
import sys
import torch
import pytest
from importlib import util
from deepspeed.runtime.activation_checkpointing.checkpointing import... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/activation_checkpointing/test_activation_checkpointing.py | tests/unit/runtime/activation_checkpointing/test_activation_checkpointing.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
# TODO: add tests with model parallelism for activation partitioning and other features.
import pytest
import torch
import deepspeed
from deepspeed.pipe import PipelineModule, LayerSpec
from deepspeed.accelerator import get... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/zenflow/test_zf_config.py | tests/unit/runtime/zenflow/test_zf_config.py | # Copyright (c) DeepSpeed Team.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import pytest
from pydantic import ValidationError
from deepspeed.runtime.zero.config import DeepSpeedZeroConfig, ZeroStageEnum
from deepspeed.runtime.zenflow.zenflow_config import ZenFlowConfig
from deepspeed.runtime.zero.offload... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/zenflow/test_zf.py | tests/unit/runtime/zenflow/test_zf.py | # Copyright (c) DeepSpeed Team.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import pytest
import deepspeed.comm as dist
from deepspeed.accelerator import get_accelerator
from unit.common import DistributedTest
from unit.simple_model import SimpleModel, random_dataloader
import deepspeed
class BaseZenFlo... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/utils/test_partition.py | tests/unit/runtime/utils/test_partition.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import pytest
import torch
import deepspeed.comm as dist
from deepspeed.runtime.utils import partition_uniform
from deepspeed.runtime.utils import partition_balanced
from deepspeed.runtime.utils import prefix_sum_inc
from ... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/pipe/test_topology.py | tests/unit/runtime/pipe/test_topology.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import pytest
import torch
import deepspeed.comm as dist
from deepspeed.runtime.pipe.topology import PipelineParallelGrid as Grid
from deepspeed.runtime.pipe.topology import ProcessTopology as Topo
from deepspeed.runtime.p... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/pipe/test_pipe.py | tests/unit/runtime/pipe/test_pipe.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import copy
import torch.nn as nn
import pytest
import torch
import deepspeed
import deepspeed.comm as dist
from deepspeed.runtime.pipe.topology import PipeDataParallelTopology
from deepspeed.runtime.pipe.module import Pip... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/runtime/pipe/test_pipe_schedule.py | tests/unit/runtime/pipe/test_pipe_schedule.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import pytest
import deepspeed.runtime.pipe.schedule as schedule
def _count_type(cmds, classtype):
return len(list(filter(lambda c: type(c) == classtype, cmds)))
def test_pipe_inference_schedule_singlestage():
sc... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/utils/test_init_on_device.py | tests/unit/utils/test_init_on_device.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import torch
import pytest
from unit.simple_model import SimpleModel
from deepspeed import OnDevice
from packaging import version as pkg_version
from deepspeed.accelerator import get_accelerator
from unit.common import Distr... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/utils/test_groups.py | tests/unit/utils/test_groups.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
from deepspeed.utils.groups import _get_expert_parallel_ranks
def test_get_expert_parallel_ranks():
"""
Example - E + M + D parallel
world_size = 16
model_degree = 2
expert_degree = 4 # number of expert... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/utils/test_get_optim_files.py | tests/unit/utils/test_get_optim_files.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import os
import pytest
from deepspeed.utils.zero_to_fp32 import get_optim_files
@pytest.mark.parametrize('num_checkpoints', [1, 2, 12, 24])
def test_get_optim_files(tmpdir, num_checkpoints):
saved_files = []
for i... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/utils/test_partition_balanced.py | tests/unit/utils/test_partition_balanced.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
from deepspeed.runtime import utils as ds_utils
def check_partition(weights, num_parts, target_diff):
result = ds_utils.partition_balanced(weights=weights, num_parts=num_parts)
parts_sum = []
for b, e in zip(r... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/utils/test_byte_cast.py | tests/unit/utils/test_byte_cast.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import pytest
import torch
import deepspeed
from deepspeed.ops.op_builder import UtilsBuilder
from deepspeed.accelerator import get_accelerator
from unit.common import DistributedTest
if not deepspeed.ops.__compatible_ops__... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/monitor/test_monitor.py | tests/unit/monitor/test_monitor.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
from deepspeed.monitor.tensorboard import TensorBoardMonitor
from deepspeed.monitor.wandb import WandbMonitor
from deepspeed.monitor.csv_monitor import csvMonitor
from deepspeed.monitor.config import DeepSpeedMonitorConfig
f... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/model_parallelism/test_autotp_training.py | tests/unit/model_parallelism/test_autotp_training.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import pytest
import deepspeed.comm as dist
import torch
import math
from copy import deepcopy
from unit.common import DistributedTest, preferred_dtype
import deepspeed
from deepspeed.accelerator import get_accelerator
from... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/model_parallelism/test_configurable_parallel_pp.py | tests/unit/model_parallelism/test_configurable_parallel_pp.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import os
import torch
import deepspeed
import pytest
import random
import numpy as np
import deepspeed.comm as dist
from unit.common import DistributedTest, DistributedFixture
from unit.megatron_model import get_megatron_ve... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/model_parallelism/test_configurable_parallel_mp.py | tests/unit/model_parallelism/test_configurable_parallel_mp.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import os
import torch
import deepspeed
import pytest
import random
import numpy as np
import deepspeed.comm as dist
from deepspeed.accelerator import get_accelerator
from unit.common import DistributedTest, DistributedFixtu... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/profiling/flops_profiler/test_flops_profiler.py | tests/unit/profiling/flops_profiler/test_flops_profiler.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import torch
import pytest
import deepspeed
from deepspeed.profiling.flops_profiler import get_model_profile
from unit.simple_model import SimpleModel, random_dataloader
from unit.common import DistributedTest
from deepspeed... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/sequence_parallelism/test_ulysses.py | tests/unit/sequence_parallelism/test_ulysses.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import pytest
import torch
import torch.nn.functional as F
import deepspeed.comm as dist
from deepspeed import initialize
from transformers import AutoModel
from unit.common import DistributedTest
from deepspeed.sequence.lay... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/accelerator/test_accelerator.py | tests/unit/accelerator/test_accelerator.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import pytest
import os
import sys
import importlib
import re
import deepspeed
DS_ACCEL_PATH = "deepspeed.accelerator"
IGNORE_FILES = ["abstract_accelerator.py", "real_accelerator.py"]
@pytest.fixture
def accel_class_na... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/checkpoint/test_mics_optimizer.py | tests/unit/checkpoint/test_mics_optimizer.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.
# SPDX-License-Identifier: Apache-2.0
import deepspeed
from deepspeed.utils.torch import required_torch_version
from unit.common import DistributedTest
f... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/checkpoint/test_convert_checkpoint.py | tests/unit/checkpoint/test_convert_checkpoint.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import torch
import torch.nn as nn
import deepspeed
from deepspeed.utils.zero_to_fp32 import convert_zero_checkpoint_to_fp32_state_dict
from unit.common import DistributedTest
class ModelWithSharedWeights(nn.Module):
... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/checkpoint/test_shared_weights.py | tests/unit/checkpoint/test_shared_weights.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import torch
import torch.nn as nn
import deepspeed
from deepspeed.utils.zero_to_fp32 import get_fp32_state_dict_from_zero_checkpoint
from unit.common import DistributedTest
class ModelWithSharedWeights(nn.Module):
d... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/checkpoint/test_sparse.py | tests/unit/checkpoint/test_sparse.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import deepspeed
from unit.common import DistributedTest
from unit.simple_model import *
import pytest
class TestSparseCheckpoint(DistributedTest):
world_size = 2
@pytest.mark.parametrize(["to_save_model_has_emb... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/checkpoint/test_latest_checkpoint.py | tests/unit/checkpoint/test_latest_checkpoint.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import deepspeed
import pytest
from unit.common import DistributedTest
from unit.simple_model import *
from unit.checkpoint.common import checkpoint_correctness_verification
from deepspeed.ops.op_builder import FusedAdamBu... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/checkpoint/common.py | tests/unit/checkpoint/common.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import os
import torch
import numbers
import deepspeed
from deepspeed.runtime.zero.stage_1_and_2 import DeepSpeedZeroOptimizer
from deepspeed.runtime.fp16.fused_optimizer import FP16_Optimizer
from deepspeed.runtime.fp16.un... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/checkpoint/test_pipeline.py | tests/unit/checkpoint/test_pipeline.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
from deepspeed.runtime.checkpoint_engine.torch_checkpoint_engine import TorchCheckpointEngine
from unit.common import DistributedTest
from unit.simple_model import *
from unit.checkpoint.common import checkpoint_correctness_... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/checkpoint/test_zero_optimizer.py | tests/unit/checkpoint/test_zero_optimizer.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import deepspeed
from types import SimpleNamespace
from deepspeed.ops.op_builder import CPUAdamBuilder
from deepspeed.checkpoint.utils import clone_tensors_for_torch_save, get_model_ckpt_name_for_rank
from deepspeed.accelera... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/checkpoint/test_lr_scheduler.py | tests/unit/checkpoint/test_lr_scheduler.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import deepspeed
from deepspeed.ops.op_builder import CPUAdamBuilder
from deepspeed.accelerator import get_accelerator
from unit.common import DistributedTest
from unit.simple_model import *
from unit.checkpoint.common imp... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/checkpoint/test_reshape_checkpoint.py | tests/unit/checkpoint/test_reshape_checkpoint.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
from deepspeed.checkpoint import model_3d_desc
def _do_reshape(src_3d, tgt_3d):
assert src_3d.can_reshape(tgt_3d)
new_3d_map = src_3d.reshape(tgt_3d)
assert len(new_3d_map) == tgt_3d.dp_degree
for new_2d_m... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/checkpoint/test_other_optimizer.py | tests/unit/checkpoint/test_other_optimizer.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import deepspeed
from deepspeed.ops.op_builder import FusedLambBuilder
from unit.common import DistributedTest
from unit.simple_model import *
from unit.checkpoint.common import checkpoint_correctness_verification
import ... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/checkpoint/test_moe_checkpoint.py | tests/unit/checkpoint/test_moe_checkpoint.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
from deepspeed.moe.utils import split_params_into_different_moe_groups_for_optimizer
from deepspeed.utils.torch import required_torch_version
from unit.common import DistributedTest
from unit.simple_model import *
from uni... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/checkpoint/test_tag_validation.py | tests/unit/checkpoint/test_tag_validation.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import deepspeed
from unit.common import DistributedTest
from unit.simple_model import *
import pytest
class TestCheckpointValidationTag(DistributedTest):
world_size = 2
@pytest.mark.parametrize('valid_mode', ["... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/checkpoint/test_universal_checkpoint.py | tests/unit/checkpoint/test_universal_checkpoint.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import os
import math
import deepspeed
from types import SimpleNamespace
from torch.utils._pytree import tree_map
from deepspeed.utils.torch import required_torch_version
from deepspeed.checkpoint import UNIVERSAL_CHECKPOI... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/inference/test_model_profiling.py | tests/unit/inference/test_model_profiling.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import os
import time
import pytest
import torch
import deepspeed
from transformers import pipeline
from unit.common import DistributedTest
from deepspeed.accelerator import get_accelerator
from deepspeed.ops.op_builder impo... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/inference/test_inference.py | tests/unit/inference/test_inference.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import pytest
import itertools
import pickle
import os
import time
import requests
import fcntl
from dataclasses import dataclass
from typing import List
import deepspeed
import torch
from huggingface_hub import HfApi
fr... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/inference/test_inference_config.py | tests/unit/inference/test_inference_config.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import pytest
import torch
import deepspeed
from unit.common import DistributedTest
from unit.simple_model import create_config_from_dict
@pytest.mark.inference
class TestInferenceConfig(DistributedTest):
world_size = ... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/inference/test_checkpoint_sharding.py | tests/unit/inference/test_checkpoint_sharding.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import os
import pytest
import torch
import deepspeed
from deepspeed.model_implementations import DeepSpeedTransformerInference
from unit.common import DistributedTest, DistributedFixture
from transformers import AutoConfig,... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/inference/__init__.py | tests/unit/inference/__init__.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
| python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/inference/test_stable_diffusion.py | tests/unit/inference/test_stable_diffusion.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import os
import torch
import pytest
import deepspeed
import numpy
from unit.common import DistributedTest
from deepspeed.accelerator import get_accelerator
# Setup for these models is different from other pipelines, so we... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/inference/quantization/test_intX_quantization.py | tests/unit/inference/quantization/test_intX_quantization.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import numpy as np
import torch
import torch.nn as nn
from unit.common import DistributedTest
from deepspeed.accelerator import get_accelerator
from deepspeed.inference.quantization.quantization import _init_group_wise_weigh... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/inference/v2/__init__.py | tests/unit/inference/v2/__init__.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
| python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/inference/v2/inference_test_utils.py | tests/unit/inference/v2/inference_test_utils.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
from typing import Tuple
import torch
from deepspeed.accelerator import get_accelerator
TOLERANCES = None
def get_tolerances():
global TOLERANCES
if TOLERANCES is None:
TOLERANCES = {torch.float32: (5e-4,... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/inference/v2/ragged/test_manager_configs.py | tests/unit/inference/v2/ragged/test_manager_configs.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import pytest
from pydantic import ValidationError
from deepspeed.inference.v2.ragged import DSStateManagerConfig
@pytest.mark.inference_v2
def test_negative_max_tracked_sequences() -> None:
with pytest.raises(Valida... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/inference/v2/ragged/test_blocked_allocator.py | tests/unit/inference/v2/ragged/test_blocked_allocator.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import random
from typing import List
import pytest
import torch
from deepspeed.inference.v2.ragged.blocked_allocator import BlockedAllocator
@pytest.mark.inference_v2
@pytest.mark.parametrize('bad_size', [0, -1])
def te... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/inference/v2/ragged/__init__.py | tests/unit/inference/v2/ragged/__init__.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
| python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/inference/v2/ragged/test_ragged_wrapper.py | tests/unit/inference/v2/ragged/test_ragged_wrapper.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
from typing import List
import pytest
import torch
from deepspeed.accelerator import get_accelerator
from deepspeed.inference.v2.ragged import (
PlaceholderSequenceDescriptor,
RaggedBatchWrapper,
DSStateManager... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/inference/v2/modules/test_post_ln_module.py | tests/unit/inference/v2/modules/test_post_ln_module.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
import pytest
import torch
from deepspeed.accelerator import get_accelerator
from deepspeed.inference.v2.modules import ConfigBundle
from deepspeed.inference.v2.modules.configs import DSNormConfig
from deepspeed.inference.v... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
deepspeedai/DeepSpeed | https://github.com/deepspeedai/DeepSpeed/blob/2390bc5c4128b4c347be522a2b2d0f109c7879f3/tests/unit/inference/v2/modules/test_cuda_pre_ln_module.py | tests/unit/inference/v2/modules/test_cuda_pre_ln_module.py | # Copyright (c) Microsoft Corporation.
# SPDX-License-Identifier: Apache-2.0
# DeepSpeed Team
from typing import Optional, Tuple
import pytest
import torch
from deepspeed.accelerator import get_accelerator
from deepspeed.inference.v2.modules import ConfigBundle
from deepspeed.inference.v2.modules.configs import DSN... | python | Apache-2.0 | 2390bc5c4128b4c347be522a2b2d0f109c7879f3 | 2026-01-04T14:40:27.668296Z | false |
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