diff --git a/3rdparty/TensorRT-LLM-workspace/_backend.py b/3rdparty/TensorRT-LLM-workspace/_backend.py index fe217ef0e16..4b69d073cc3 100644 --- a/3rdparty/TensorRT-LLM-workspace/_backend.py +++ b/3rdparty/TensorRT-LLM-workspace/_backend.py @@ -242,9 +242,14 @@ def build_wheel(wheel_directory, config_settings=None, metadata_directory=None): ) mirror_dir.mkdir(parents=True, exist_ok=True) mirror = mirror_dir / wheel.name - if wheel.resolve() != mirror.resolve(): + # The directory is content-addressed, so an existing mirror is this + # wheel already; skipping the copy keeps a stage that inherits the + # mirror from an earlier layer from duplicating it into its own. + if mirror.exists(): + print(f"[trtllm-backend] Mirror already present: {mirror}", flush=True) + else: shutil.copy2(wheel, mirror) - print(f"[trtllm-backend] Mirrored cached wheel to: {mirror}", flush=True) + print(f"[trtllm-backend] Mirrored cached wheel to: {mirror}", flush=True) destination = Path(wheel_directory) / wheel.name shutil.copy2(wheel, destination) diff --git a/docker/Dockerfile b/docker/Dockerfile index 2c9dcbb4b5f..e72b52b0f89 100644 --- a/docker/Dockerfile +++ b/docker/Dockerfile @@ -380,6 +380,12 @@ set +e # and churning it here would copy files up into this layer. # The throwaway venv must be symlink-mode: hardlinks to files in the dependency layer's uv # cache make overlayfs copy them up into this layer, and the copies outlive the rm -rf below. +# TRTLLM_WHEEL_CACHE_MIRROR_DIR keeps a copy of the wheel in this image layer. +# CI creates a fresh buildx builder for every job, so the cache mount above only +# lives for the duration of one build: when a later build reuses this layer from +# the registry cache and re-executes the release stage (any NeMo-RL source +# change does that), the mount is empty there. The release stage reads the +# wheel from this mirror instead of failing on TRTLLM_REQUIRE_CACHED_WHEEL. UV_CACHE_DIR=/root/.cache/uv \ TRTLLM_WHEEL_CACHE_DIR=/root/.cache/trtllm-wheels \ TRTLLM_WHEEL_CACHE_MIRROR_DIR=/opt/trtllm_wheels \ diff --git a/docs/design-docs/dynamo-integration.md b/docs/design-docs/dynamo-integration.md index bbe174a1253..3962e420220 100644 --- a/docs/design-docs/dynamo-integration.md +++ b/docs/design-docs/dynamo-integration.md @@ -50,7 +50,7 @@ cache mode determines where it runs. `BUILD_DYNAMO=1` adds a Python 3.12 `/opt/dynamo_venv` to the standard image. It contains only `ai-dynamo[vllm]==1.3.0.post1`, its pinned vLLM 0.23.0, etcd, and NATS. NeMo-RL's normal Ray and engine environments are unchanged; the -standard NeMo-RL vLLM environment currently uses vLLM 0.25.1. +standard NeMo-RL vLLM environment currently uses vLLM 0.29.0. vLLM 0.23.0 predates PR #44814, which fixes layerwise reload accounting for composed loaders. The installer asserts the exact vLLM version, checks and diff --git a/docs/guides/dynamo-generation.md b/docs/guides/dynamo-generation.md index d4c76408729..e681556eee1 100644 --- a/docs/guides/dynamo-generation.md +++ b/docs/guides/dynamo-generation.md @@ -29,7 +29,7 @@ docker buildx build \ The opt-in layer installs `ai-dynamo[vllm]==1.3.0.post1` in isolated Python 3.12 under `/opt/dynamo_venv`, along with etcd v3.5.21 and NATS Server v2.11.6. It does not replace NeMo RL's normal Ray or vLLM dependencies: the standard -NeMo RL vLLM environment currently uses vLLM 0.25.1, while this isolated +NeMo RL vLLM environment currently uses vLLM 0.29.0, while this isolated Dynamo environment uses Dynamo's vLLM 0.23.0 pin. Both environments pin `nvidia-nccl-cu13==2.30.7` so their NCCL communicators use the same release. For a local source checkout, the same environment can be installed under diff --git a/docs/guides/grpo-audio-visual.md b/docs/guides/grpo-audio-visual.md index ce31bde9b54..cd46ddafaca 100644 --- a/docs/guides/grpo-audio-visual.md +++ b/docs/guides/grpo-audio-visual.md @@ -12,7 +12,7 @@ The NeMo RL container does not ship `torchaudio`, `torchcodec`, or system FFmpeg bash tools/install_audio_deps.sh ``` -This installs system FFmpeg (required by `torchcodec` at runtime) and pins `torchaudio==2.11.0` + `torchcodec>=0.3.0` into the container venv. The script is idempotent — re-running it on a machine where the deps are already present exits immediately. +This installs system FFmpeg (required by `torchcodec` at runtime) and pins `torchaudio==2.11.0` + `torchcodec==0.16.0` into the container venv. The script is idempotent — re-running it on a machine where the deps are already present exits immediately. > **Note:** `decord` and `av` (PyAV) are **not** used. Audio and video are decoded via `torchcodec` (backed by system FFmpeg) and `torchaudio` respectively. diff --git a/docs/guides/models/glm/glm5.md b/docs/guides/models/glm/glm5.md index 66d51539f53..e45eeadcdfd 100644 --- a/docs/guides/models/glm/glm5.md +++ b/docs/guides/models/glm/glm5.md @@ -38,7 +38,7 @@ GEMMs in the three shared layers. The reference GLM-5.2 recipes use cuDNN. - **Precision**: BF16 model training and generation. - **vLLM compatibility patch**: NeMo RL automatically applies a GLM-specific - [vLLM 0.25.1 compatibility patch](../../../../nemo_rl/models/generation/vllm/patches.py) + [vLLM compatibility patch](../../../../nemo_rl/models/generation/vllm/patches.py) that disables decoder-level sequence-parallel MoE for `glm_moe_dsa` while retaining MoE-local sequence parallelism. This restores correct iterative decoding for GLM-5.1 and GLM-5.2. diff --git a/docs/guides/models/nemotron/nemotron-3-nano-omni.md b/docs/guides/models/nemotron/nemotron-3-nano-omni.md index 855964f727e..9a3b9b6ec4e 100644 --- a/docs/guides/models/nemotron/nemotron-3-nano-omni.md +++ b/docs/guides/models/nemotron/nemotron-3-nano-omni.md @@ -226,7 +226,7 @@ The synchronous and asynchronous overlays are: They require the corresponding Nemotron Omni support in Megatron Bridge and video request/token propagation in NeMo Gym. Policy preprocessing numerically -matches unmodified stock vLLM 0.25.1; a custom vLLM fork is not required. +matches unmodified stock vLLM 0.29.0; a custom vLLM fork is not required. Both overlays use a large positive `grpo.max_num_steps` value so it does not bind normal training. Training still follows the existing GRPO step-limit diff --git a/nemo_rl/data_plane/adapters/tq_mooncake_checkpoint.py b/nemo_rl/data_plane/adapters/tq_mooncake_checkpoint.py index f547b0689c7..c46d74a2a8c 100644 --- a/nemo_rl/data_plane/adapters/tq_mooncake_checkpoint.py +++ b/nemo_rl/data_plane/adapters/tq_mooncake_checkpoint.py @@ -141,6 +141,17 @@ def _validate_checkpoint_runtime(manager: Any) -> None: ) +def _has_no_named_dims(tensor: torch.Tensor) -> bool: + """True when the tensor carries no named dimensions. + + torch < 2.13 exposes the named-tensor API and reports ``(None, None)`` for + an unnamed 2-D tensor; torch 2.13 removed named tensors along with the + ``names`` attribute, so every tensor is unnamed there. + """ + names = getattr(tensor, "names", None) + return names is None or all(name is None for name in names) + + def _physical_keys(controller_state: Mapping[str, Any]) -> list[str]: """Return every produced Mooncake key referenced by a TQ controller cut.""" partitions = controller_state.get("partitions") @@ -168,7 +179,7 @@ def _physical_keys(controller_state: Mapping[str, Any]) -> list[str]: and produced.dtype == torch.int8 and produced.ndim == 2 and produced.layout == torch.strided - and produced.names == (None, None) + and _has_no_named_dims(produced) and type(indexes) in (set, list, tuple) and type(fields) is dict ): diff --git a/nemo_rl/distributed/collectives.py b/nemo_rl/distributed/collectives.py index 52f7e608b68..5253efbd419 100644 --- a/nemo_rl/distributed/collectives.py +++ b/nemo_rl/distributed/collectives.py @@ -44,9 +44,9 @@ def rebalance_nd_tensor( dtype=torch.int64, device=torch.cuda.current_device(), ) - torch.distributed.all_gather_into_tensor( - batch_num_per_rank, num_samples, group=group - ) + # all_gather_single lands in torch 2.13; the sglang and trtllm extras pin + # 2.11, so this module is 2.13-only until they move. + torch.distributed.all_gather_single(batch_num_per_rank, num_samples, group=group) B = batch_num_per_rank.sum() other_dims = tensor.shape[1:] diff --git a/nemo_rl/modelopt/models/generation/vllm_quant_backend.py b/nemo_rl/modelopt/models/generation/vllm_quant_backend.py index 1470c523310..9c031c3df71 100644 --- a/nemo_rl/modelopt/models/generation/vllm_quant_backend.py +++ b/nemo_rl/modelopt/models/generation/vllm_quant_backend.py @@ -23,6 +23,9 @@ import zmq from modelopt.torch.quantization.nn.modules.tensor_quantizer import TensorQuantizer +from nemo_rl.modelopt.models.generation.vllm_quant_moe_amax import ( + route_moe_input_quantizer_amax, +) from nemo_rl.modelopt.utils import ( MODELOPT_REAL_QUANT_ZMQ_TIMEOUT_MS, matches_quant_ignore_pattern, @@ -688,6 +691,19 @@ def _load_weights(self, weights): source_storage_ptrs, ) + # vLLM 0.28 routes every ``experts.*`` name through + # ``RoutedExperts.load_weights``, which resolves the rewritten name with a + # single ``getattr`` and therefore cannot reach the dotted quantizer + # buffers (``w13_input_quantizer._amax``). Fan the per-expert amax values + # into the fused quantizers here and keep them away from vLLM's loader. + # Checkpoint names (e.g. Nemotron-H's ``backbone.*``) only turn into the + # module's vLLM ``layer_name`` through the model's hf_to_vllm_mapper. + weights = route_moe_input_quantizer_amax( + self.model_runner.model, + weights, + mapper=getattr(self.model_runner.model, "hf_to_vllm_mapper", None), + ) + # MBridge exports K/V amax with the HF-semantic attention path, such as # ``self_attn.k_bmm_quantizer._amax``. ModelOpt installs these quantizers # on vLLM's inner Attention module, whose runtime path contains ``.attn``. diff --git a/nemo_rl/modelopt/models/generation/vllm_quant_moe_amax.py b/nemo_rl/modelopt/models/generation/vllm_quant_moe_amax.py new file mode 100644 index 00000000000..9f0c8a5d992 --- /dev/null +++ b/nemo_rl/modelopt/models/generation/vllm_quant_moe_amax.py @@ -0,0 +1,139 @@ +# Copyright (c) 2026, NVIDIA CORPORATION. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +"""Route per-expert fakequant amax buffers around vLLM's expert weight loader. + +The Megatron side exports one ``input_quantizer._amax`` per expert projection, +e.g. ``model.layers.1.mixer.experts.16.up_proj.input_quantizer._amax``. On the +vLLM side the ModelOpt MoE quant module owns a single fused quantizer per +projection group (``w13_input_quantizer`` / ``w2_input_quantizer``), so the +incoming values fan in with ``max``. + +vLLM 0.25 loaded these through the model-level parameter dict, which NeMo-RL +patches to include quantizer buffers. vLLM 0.28's ``AutoWeightsLoader`` hands +every ``experts.*`` name to ``RoutedExperts.load_weights`` instead, which +rewrites the checkpoint name with the expert mapping and resolves the result +with a single ``getattr(self, param_name)``. A dotted quantizer-buffer name such +as ``w13_input_quantizer._amax`` cannot resolve that way and the loader raises +``AttributeError: Layer has no parameter 'w13_input_quantizer._amax'``. + +This module applies the same rewrite vLLM does (replace the mapping's +``weight_name`` with its ``param_name``, strip the layer prefix) and then walks +the dotted path on the expert module itself, so the buffers are updated before +the remaining weights reach vLLM's loader. +""" + +from __future__ import annotations + +from collections.abc import Callable, Iterable +from functools import reduce +from typing import Any + +import torch + +INPUT_QUANTIZER_AMAX_SUFFIX = "input_quantizer._amax" + + +def _expert_modules(model: torch.nn.Module) -> list[Any]: + """Return every module that owns an expert mapping and a vLLM layer name.""" + return [ + module + for _, module in model.named_modules() + if callable(getattr(module, "get_expert_mapping", None)) + and isinstance(getattr(module, "layer_name", None), str) + ] + + +def _resolve_dotted(module: Any, path: str) -> Any | None: + try: + return reduce(getattr, path.split("."), module) + except AttributeError: + return None + + +def route_moe_input_quantizer_amax( + model: torch.nn.Module, + weights: Iterable[tuple[str, torch.Tensor]], + *, + reduce_fn: Callable[[torch.Tensor, torch.Tensor], torch.Tensor] = torch.max, + mapper: Any | None = None, +) -> list[tuple[str, torch.Tensor]]: + """Fan per-expert ``input_quantizer._amax`` values into the fused quantizers. + + Returns the weights that were *not* consumed, in their original order, so + the caller can hand them to vLLM's own loader unchanged. Names that end + with the amax suffix but do not belong to an expert module (dense layers, + attention quantizers) pass through untouched. + + ``mapper`` is the model's ``hf_to_vllm_mapper`` (a vLLM ``WeightsMapper``), + when it has one. Refit sends checkpoint names and vLLM's ``layer_name`` / + expert mapping use vLLM names; ``load_weights`` applies the mapper before + its own matching, so the same rename has to happen here or e.g. Nemotron-H's + ``backbone.layers.N.mixer.experts.*`` never matches the module's + ``model.layers.N.mixer.experts`` prefix and falls through to the loader + that cannot resolve it. Names the mapper drops (returns ``None``) are + passed through untouched. + + Raises: + KeyError: an expert amax name matched an expert module's mapping but + the rewritten quantizer path does not exist on that module. This + is the same condition vLLM would have raised on, surfaced with the + resolved path so the layout mismatch is visible. + """ + experts = _expert_modules(model) + if not experts: + return list(weights) + + # (layer prefix, module, [(param_name, weight_name)]) — computed once. + routes = [] + for module in experts: + mapping = module.get_expert_mapping() + pairs = [(entry[0], entry[1]) for entry in mapping] + routes.append((f"{module.layer_name}.", module, pairs)) + + remaining: list[tuple[str, torch.Tensor]] = [] + for name, tensor in weights: + if not name.endswith(INPUT_QUANTIZER_AMAX_SUFFIX): + remaining.append((name, tensor)) + continue + # Match on the vLLM-side name, exactly as AutoWeightsLoader will. + vllm_name = mapper._map_name(name) if mapper is not None else name + if vllm_name is None: + remaining.append((name, tensor)) + continue + handled = False + for prefix, module, pairs in routes: + if not vllm_name.startswith(prefix): + continue + for param_name, weight_name in pairs: + if weight_name not in vllm_name: + continue + target_path = vllm_name.replace(weight_name, param_name).removeprefix( + prefix + ) + buf = _resolve_dotted(module, target_path) + if not isinstance(buf, torch.Tensor): + raise KeyError( + f"Expert module {module.layer_name!r} has no quantizer " + f"buffer {target_path!r} for incoming amax {name!r} " + f"(vLLM name {vllm_name!r})" + ) + with torch.no_grad(): + buf.copy_(reduce_fn(buf, tensor.to(buf.device, buf.dtype))) + handled = True + break + if handled: + break + if not handled: + remaining.append((name, tensor)) + return remaining diff --git a/nemo_rl/models/automodel/checkpoint.py b/nemo_rl/models/automodel/checkpoint.py index d79f7f00258..46a8bab3355 100644 --- a/nemo_rl/models/automodel/checkpoint.py +++ b/nemo_rl/models/automodel/checkpoint.py @@ -249,6 +249,18 @@ def init_checkpointer( # groups. NeMo-RL passes explicit paths to every save/load operation, so # the configured root is intentionally unused. config_updates.setdefault("save_consolidated", "false") + # Automodel's async saves use torch's process-based checkpointer + # (AsyncCheckpointerType.PROCESS): every rank spawns a daemon and, by + # default, rank 0 binds a port from get_free_port() for the daemons' + # GLOO group. That probe-then-bind is racy: on the CI nodes the port + # is taken again before the daemon binds it and the first save dies + # with EADDRINUSE (seen at every step-10 save on the torch 2.13 image). + # DCP_USE_PREFIX_STORE=1 makes the daemons join the training process + # group's TCPStore at MASTER_ADDR:MASTER_PORT under a prefix instead, + # so nothing new is bound. torch asserts on those variables, so only + # opt in when the worker has them (RL sets both for every worker). + if "MASTER_ADDR" in os.environ and "MASTER_PORT" in os.environ: + os.environ.setdefault("DCP_USE_PREFIX_STORE", "1") base_cfg = AutomodelCheckpointingConfig( enabled=True, checkpoint_dir="", diff --git a/nemo_rl/models/generation/sglang/utils/train_utils.py b/nemo_rl/models/generation/sglang/utils/train_utils.py index 61ee0d9a203..60c09c836c1 100644 --- a/nemo_rl/models/generation/sglang/utils/train_utils.py +++ b/nemo_rl/models/generation/sglang/utils/train_utils.py @@ -20,6 +20,8 @@ import torch from torch.multiprocessing import reductions +from nemo_rl.utils.cuda_ipc import normalize_cuda_ipc_handle + class MultiprocessingSerializer: # pragma: no cover """Serialize/deserialize Python objects using ForkingPickler for IPC. @@ -95,6 +97,7 @@ def monkey_patch_torch_reductions(): # The signature has not been changed for years, and we will not need this when the next version is released, # so it looks safe to use a constant. _REDUCE_TENSOR_ARG_DEVICE_INDEX = 6 +_REDUCE_TENSOR_ARG_STORAGE_HANDLE_INDEX = 7 def _reduce_tensor_modified(*args, **kwargs): @@ -113,6 +116,11 @@ def _reduce_tensor_modified(*args, **kwargs): def _rebuild_cuda_tensor_modified(*args): args = _modify_tuple(args, _REDUCE_TENSOR_ARG_DEVICE_INDEX, _device_from_maybe_uuid) + # The training venv that produced the handle may run a newer torch than + # this sglang venv; see nemo_rl.utils.cuda_ipc for the version-byte rewrite. + args = _modify_tuple( + args, _REDUCE_TENSOR_ARG_STORAGE_HANDLE_INDEX, normalize_cuda_ipc_handle + ) return _REBUILD_CUDA_TENSOR_ORIGINAL(*args) diff --git a/nemo_rl/models/generation/vllm/patches.py b/nemo_rl/models/generation/vllm/patches.py index 8d66cb4f29f..1724f70b22c 100644 --- a/nemo_rl/models/generation/vllm/patches.py +++ b/nemo_rl/models/generation/vllm/patches.py @@ -290,7 +290,17 @@ def _patch_vllm_ray_executor_v2_tcpstore_port(logger) -> None: and falls through to ``get_open_port()`` — straight back to ``VLLM_PORT``. That is exactly the port the MessageQueue takes. See RL-1104. - Returns without raising when the snippet is missing, but logs at warning + vLLM 0.29 fixes the race upstream (vllm-project/vllm#53666, #50969): the + rank-0 actor now binds the TCPStore itself, on a kernel-assigned port, and + *holds* that socket (``self._dist_init_store = store``) until + ``init_process_group`` reuses it, so there is no probe/bind window for the + MessageQueue to land in. That is not the TOCTOU pattern the reserved band + guards against (the port is never released between selection and use), and + ``_select_tcpstore_port`` no longer exists to patch. When that upstream + marker is present this function logs at info level and leaves the file + alone. + + Returns without raising when neither form is found, but logs at warning level so a silent no-op is visible in worker logs. """ try: @@ -302,6 +312,9 @@ def _patch_vllm_ray_executor_v2_tcpstore_port(logger) -> None: ) return + # vLLM >= 0.29: RayWorkerProc.create_dist_init_method binds and keeps the + # TCPStore before publishing its port (vllm-project/vllm#50969). + upstream_fix_marker = "self._dist_init_store = store" marker = "start_port=envs.VLLM_PORT + 32" old_snippet = ( " if local_dp_rank is None:\n return get_open_port()\n" @@ -335,6 +348,12 @@ def _patch_vllm_ray_executor_v2_tcpstore_port(logger) -> None: if marker in content: logger.info("vLLM RayExecutorV2 TCPStore port patch already applied.") return + if upstream_fix_marker in content: + logger.info( + "vLLM binds the RayExecutorV2 TCPStore before publishing its port " + "(vllm-project/vllm#50969); NeMo-RL TCPStore port patch not needed." + ) + return if old_snippet not in content: logger.warning( @@ -368,13 +387,12 @@ def _patch_vllm_ray_executor_v2_tcpstore_port(logger) -> None: def _patch_vllm_shm_broadcast_bind_retry(logger) -> None: - """Make MessageQueue's remote socket survive losing a port race. + """Keep MessageQueue's remote socket in the reserved band with bind retries. - ``MessageQueue.__init__`` picks the port for its remote (TCP) socket with - ``remote_subscribe_port = get_open_port()``, which *probes a port and - releases it*, and only binds it with ZMQ several statements later - (``shm_broadcast.py``: ``self.remote_socket.bind(socket_addr)``). The - window between the probe and the bind is a TOCTOU race. + vLLM 0.28 binds port zero directly, avoiding the old probe/bind race but + ignoring ``VLLM_PORT``. Restore reserved-band selection with retries so + engine sockets do not consume the ephemeral ports used by other services. + A probe alone releases its socket before ZMQ binds, leaving a TOCTOU race. On vLLM 0.25 that race is lost reliably, not occasionally. Every ``RayWorkerProc`` on a **non-driver** node takes ``n_local_reader=0`` @@ -426,10 +444,14 @@ def _patch_vllm_shm_broadcast_bind_retry(logger) -> None: marker = "_nrl_bind_attempts" old_snippet = ( - ' socket_addr = f"tcp://{connect_ip}:{remote_subscribe_port}"\n' - " self.remote_socket.bind(socket_addr)\n" + ' self.remote_socket.bind(f"tcp://{connect_ip}:0")\n' + " last_endpoint = self.remote_socket.getsockopt(zmq.LAST_ENDPOINT)\n" + ' remote_subscribe_port = last_endpoint.decode().rsplit(":", 1)[1]\n' ) new_snippet = ( + " from vllm.utils.network_utils import get_open_port, _get_open_port\n" + "\n" + " remote_subscribe_port = get_open_port()\n" " # NeMo-RL: get_open_port() above probed this port and then\n" " # released it; ZMQ only binds it for real here. Every worker\n" " # on a non-driver node builds its response queue at the same\n" @@ -450,8 +472,6 @@ def _patch_vllm_shm_broadcast_bind_retry(logger) -> None: " except zmq.ZMQError:\n" " if _nrl_bind_attempt == _nrl_bind_attempts - 1:\n" " raise\n" - " from vllm.utils.network_utils import _get_open_port\n" - "\n" " logger.info(\n" ' "Port %s was taken between probe and bind; ' 'retrying.",\n' @@ -631,195 +651,6 @@ def _patch_vllm_glm_decoder_sequence_parallel_moe(logger) -> None: logger.info("Successfully disabled decoder-level SP-MoE for GLM DSA models.") -def _patch_vllm_minimax_m3_topk_buffer_layout(logger) -> None: - """Backport the MiniMax-M3 token-major top-k buffer fix to vLLM 0.26.0. - - vLLM 0.26.0 allocates ``topk_indices_buffer`` as token-major ``[T, H, K]`` - for the NVIDIA MSA path, while its common Triton indexer and sparse-attention - paths read and write it as head-major ``[H, T, K]``. The wrong shape and - strides can make ``_topk_index_kernel`` access memory out of bounds and fail - with ``CUDA illegal memory access``. - - Remove this patch after upgrading to vLLM >= 0.27.0, which contains the - upstream fix. See https://github.com/vllm-project/vllm/issues/48603 and - https://github.com/vllm-project/vllm/commit/d1a8ba63d9d2bb51ebf60dd5ea1463cf61c70cea. - """ - try: - indexer_file = _get_vllm_file("models/minimax_m3/common/indexer.py") - sparse_attention_file = _get_vllm_file( - "models/minimax_m3/common/sparse_attention.py" - ) - except RuntimeError as error: - logger.warning("Could not locate MiniMax-M3 sources for top-k patch: %s", error) - return - - indexer_old_snippet = """ # Both sides write into the single shared persistent topk_indices_buffer - # (decode at [:, :nd], prefill at [:, nd:]) and return views into it; the - # kernels' out= writes out[:, :total_q]. None -> allocate fresh. - buf = self.topk_indices_buffer - decode_topk: torch.Tensor | None = None - prefill_topk: torch.Tensor | None = None - if index_md.num_decodes > 0: - d = index_md.decode - assert d is not None - decode_topk = minimax_m3_index_decode( - iq[:nd], - kv, - d.block_table, - d.seq_lens, - d.max_seq_len, - self.topk_blocks, - self.init_blocks, - self.local_blocks, - self.num_kv_heads, - d.decode_query_len, - d.max_decode_query_len, - out=buf, - ) - if index_md.num_prefills > 0: - p = index_md.prefill - assert p is not None - score = minimax_m3_index_score( - iq[nd:], - kv, - p.block_table, - p.cu_seqlens_q, - p.seq_lens, - p.context_lens, - p.max_query_len, - p.max_seq_len, - self.num_kv_heads, - ) - prefill_topk = minimax_m3_index_topk( - score, - p.cu_seqlens_q, - p.context_lens, - p.max_query_len, - self.topk_blocks, - self.init_blocks, - self.local_blocks, - out=buf[:, nd:, :] if buf is not None else None, - ) - return decode_topk, prefill_topk -""" - indexer_new_snippet = """ # Both sides write into the single shared persistent topk_indices_buffer - # (decode at [:, :nd], prefill at [:, nd:]) and return views into it; the - # kernels' out= writes out[:, :total_q]. None -> allocate fresh. - buf = self.topk_indices_buffer - buf_htk = ( - buf if buf is None or current_platform.is_rocm() else buf.transpose(0, 1) - ) - decode_topk: torch.Tensor | None = None - prefill_topk: torch.Tensor | None = None - if index_md.num_decodes > 0: - d = index_md.decode - assert d is not None - decode_topk = minimax_m3_index_decode( - iq[:nd], - kv, - d.block_table, - d.seq_lens, - d.max_seq_len, - self.topk_blocks, - self.init_blocks, - self.local_blocks, - self.num_kv_heads, - d.decode_query_len, - d.max_decode_query_len, - out=buf_htk, - ) - if index_md.num_prefills > 0: - p = index_md.prefill - assert p is not None - score = minimax_m3_index_score( - iq[nd:], - kv, - p.block_table, - p.cu_seqlens_q, - p.seq_lens, - p.context_lens, - p.max_query_len, - p.max_seq_len, - self.num_kv_heads, - ) - prefill_topk = minimax_m3_index_topk( - score, - p.cu_seqlens_q, - p.context_lens, - p.max_query_len, - self.topk_blocks, - self.init_blocks, - self.local_blocks, - out=buf_htk[:, nd:, :] if buf_htk is not None else None, - ) - return decode_topk, prefill_topk -""" - sparse_attention_old_snippet = """ # Indexer top-k from the shared buffer: decode [:, :nd], prefill [:, nd:]. - topk = layer.topk_indices_buffer # type: ignore[attr-defined] - assert topk is not None -""" - sparse_attention_new_snippet = """ # Indexer top-k from the shared buffer: decode [:, :nd], prefill [:, nd:]. - topk_buffer = layer.topk_indices_buffer # type: ignore[attr-defined] - assert topk_buffer is not None - - topk = ( - topk_buffer - if current_platform.is_rocm() - else topk_buffer[:num_tokens].transpose(0, 1) - ) - assert topk is not None -""" - - # Lock both files in a fixed order and validate both anchors before writing - # either one. This prevents an unexpected vLLM source shape from leaving the - # indexer and sparse-attention sides with incompatible buffer layouts. - with _locked_file_patch(indexer_file) as (indexer_content, write_indexer): - with _locked_file_patch(sparse_attention_file) as ( - sparse_attention_content, - write_sparse_attention, - ): - indexer_known = ( - indexer_old_snippet in indexer_content - or indexer_new_snippet in indexer_content - ) - sparse_attention_known = ( - sparse_attention_old_snippet in sparse_attention_content - or sparse_attention_new_snippet in sparse_attention_content - ) - if not indexer_known or not sparse_attention_known: - logger.warning( - "Could not apply MiniMax-M3 top-k buffer patch: expected " - "vLLM 0.26.0 source shape was not found (indexer=%s, " - "sparse_attention=%s).", - indexer_known, - sparse_attention_known, - ) - return - - indexer_patched = indexer_new_snippet in indexer_content - sparse_attention_patched = ( - sparse_attention_new_snippet in sparse_attention_content - ) - if indexer_patched and sparse_attention_patched: - logger.info("vLLM MiniMax-M3 top-k buffer patch already applied.") - return - - if not indexer_patched: - write_indexer( - indexer_content.replace(indexer_old_snippet, indexer_new_snippet, 1) - ) - if not sparse_attention_patched: - write_sparse_attention( - sparse_attention_content.replace( - sparse_attention_old_snippet, - sparse_attention_new_snippet, - 1, - ) - ) - - logger.info("Successfully patched vLLM MiniMax-M3 top-k buffer layout.") - - def _patch_vllm_moe_routed_experts_capture(logger, *, required: bool = False) -> bool: """Fire the routed-experts capture hook on the monolithic fused-MoE path. @@ -893,6 +724,100 @@ def _patch_vllm_moe_routed_experts_capture(logger, *, required: bool = False) -> return True +def _patch_vllm_routed_experts_capture_router_fallback( + logger, *, required: bool = False +) -> bool: + """Let monolithic MoE kernels without in-kernel capture use the router hook. + + vLLM 0.29 moved the routed-experts binding into + ``routed_experts_capturer.bind_routed_experts_capturer``. For a monolithic + kernel it requires ``fused_experts.supports_routing_replay_capture()`` and + binds the capture function to that experts *object* (the kernel then writes + ``routing_replay_out`` itself); any other monolithic kernel is rejected with + ``ValueError``. Two things make the object binding unusable for NeMo-RL's + NVFP4 per-token method: the kernel is rebuilt on every refit, so the bound + capture function is dropped after the first weight update and the returned + routes go back to all-zero; and the per-token kernel is the one FlashInfer + launch that has not been validated with a replay buffer attached. Kernels + that report no in-kernel capture (see ``nvfp4_pertoken.host_captured_experts_cls``) + therefore fall back to ``router.set_capture_fn`` — the hook that + ``_patch_vllm_moe_routed_experts_capture`` fires on the monolithic branch + and the path vLLM 0.26 used for every monolithic kernel. + """ + try: + file_to_patch = _get_vllm_file( + "model_executor/layers/fused_moe/routed_experts_capturer.py" + ) + except RuntimeError: + message = ( + "Could not locate routed_experts_capturer.py for the routed-experts " + "capture router-fallback patch." + ) + if required: + raise RuntimeError(message) from None + logger.warning(message) + return False + + marker = "NeMo-RL patch (router fallback for monolithic routed-experts capture)" + old_snippet = ( + " if quant_method.is_monolithic:\n" + " if not (\n" + " isinstance(fused_experts, FusedMoEExpertsMonolithic)\n" + " and fused_experts.supports_routing_replay_capture()\n" + " ):\n" + " raise ValueError(\n" + ' "Routed-experts capture is not supported with monolithic "\n' + ' f"MoE kernel {type(fused_experts).__name__}."\n' + " )\n" + " fused_experts.set_capture_fn(capture_fn)\n" + " num_bound += 1\n" + ) + new_snippet = ( + " if quant_method.is_monolithic:\n" + " # NeMo-RL patch (router fallback for monolithic routed-experts capture):\n" + " # a monolithic kernel that does not capture routing itself is\n" + " # captured through the router; NeMo-RL's moe_runner patch fires\n" + " # router.select_experts on the monolithic branch when capture_fn is set.\n" + " if (\n" + " isinstance(fused_experts, FusedMoEExpertsMonolithic)\n" + " and fused_experts.supports_routing_replay_capture()\n" + " ):\n" + " fused_experts.set_capture_fn(capture_fn)\n" + " num_bound += 1\n" + " elif isinstance(module.router, BaseRouter):\n" + " module.router.set_capture_fn(capture_fn)\n" + " num_bound += 1\n" + " else:\n" + " raise ValueError(\n" + ' "Routed-experts capture is not supported with monolithic "\n' + ' f"MoE kernel {type(fused_experts).__name__}."\n' + " )\n" + ) + + with _locked_file_patch(file_to_patch) as (content, write_back): + if marker in content: + logger.info("Routed-experts capture router-fallback patch already applied.") + return True + if old_snippet not in content: + message = ( + "Could not apply the routed-experts capture router-fallback patch: " + f"expected code snippet not found in {file_to_patch}. The vLLM " + "version may have changed." + ) + if required: + raise RuntimeError(message) + logger.warning(message) + return False + content = content.replace(old_snippet, new_snippet, 1) + write_back(content) + + logger.info( + "Successfully patched routed-experts capture (router fallback for " + "monolithic kernels)." + ) + return True + + def _patch_vllm_nemotron_h_fp32_lm_head(logger) -> bool: """Compute NemotronH logits with an fp32 LM head (MiniMax-M1-style). @@ -1099,7 +1024,6 @@ def ensure_vllm_source_compat() -> None: _patch_vllm_tool_parser_namespace_tool(patch_logger) _patch_vllm_radio_layerscale_loader(patch_logger) _patch_vllm_glm_decoder_sequence_parallel_moe(patch_logger) - _patch_vllm_minimax_m3_topk_buffer_layout(patch_logger) def _apply_vllm_patches( @@ -1166,7 +1090,6 @@ def _apply_vllm_patches( _patch_vllm_shm_broadcast_bind_retry(patch_logger) _patch_vllm_radio_layerscale_loader(patch_logger) _patch_vllm_glm_decoder_sequence_parallel_moe(patch_logger) - _patch_vllm_minimax_m3_topk_buffer_layout(patch_logger) if nemotron_h_fp32_lm_head_enabled and not _patch_vllm_nemotron_h_fp32_lm_head( patch_logger ): @@ -1179,3 +1102,6 @@ def _apply_vllm_patches( _patch_vllm_moe_routed_experts_capture( patch_logger, required=require_moe_routed_experts_capture ) + _patch_vllm_routed_experts_capture_router_fallback( + patch_logger, required=require_moe_routed_experts_capture + ) diff --git a/nemo_rl/models/generation/vllm/quantization/deepseek_v4_fp8.py b/nemo_rl/models/generation/vllm/quantization/deepseek_v4_fp8.py index e98c488d1e8..520671344c3 100644 --- a/nemo_rl/models/generation/vllm/quantization/deepseek_v4_fp8.py +++ b/nemo_rl/models/generation/vllm/quantization/deepseek_v4_fp8.py @@ -12,6 +12,7 @@ # See the License for the specific language governing permissions and # limitations under the License. +from dataclasses import dataclass, field from typing import cast import torch @@ -33,6 +34,35 @@ "w2_weight_scale_inv", ) +_MODEL_POST_LOAD_HOOK = "process_weights_after_loading" + + +def _skip_model_post_load() -> None: + """Stand-in for the model-level post-load hook while a refit streams.""" + + +def suspend_model_post_load(model: torch.nn.Module) -> None: + """Shadow the model-level post-load hook until :func:`finalize_refit` runs it. + + Since vLLM 0.29, ``DeepseekV4ForCausalLM.load_weights`` ends with + ``self.process_weights_after_loading()``, which recomputes the first + layer's hyper-connection broadcast from ``hc_attn_fn``. NeMo-RL streams a + refit through buffer-sized ``load_weights`` calls while layerwise reload + still holds that parameter on the meta device, so the hook fails with + ``Cannot copy out of meta tensor``. An instance attribute shadows the class + method until every layer is materialized. + """ + if not callable(getattr(type(model), _MODEL_POST_LOAD_HOOK, None)): + return + if _MODEL_POST_LOAD_HOOK not in vars(model): + setattr(model, _MODEL_POST_LOAD_HOOK, _skip_model_post_load) + + +def resume_model_post_load(model: torch.nn.Module) -> None: + """Drop the shadow installed by :func:`suspend_model_post_load`.""" + if vars(model).get(_MODEL_POST_LOAD_HOOK) is _skip_model_post_load: + delattr(model, _MODEL_POST_LOAD_HOOK) + def is_model(model: torch.nn.Module) -> bool: """Return whether a constructed vLLM model is a DeepSeek V4 causal LM.""" @@ -103,15 +133,47 @@ def _reset_routed_experts_for_refit(model: torch.nn.Module) -> None: ) -def prepare_refit(model: torch.nn.Module) -> set[str]: - """Prepare DeepSeek V4 parameters for layerwise FP8 refit. +@dataclass +class SkipNames: + """Skip-list names one :func:`prepare_refit` call added, per vLLM set.""" + + tensors: set[str] = field(default_factory=set) + """Names added to ``SKIP_TENSORS`` (kept off the meta device).""" + load: set[str] = field(default_factory=set) + """Names added to ``SKIP_LOAD_TENSORS`` (kept out of load accounting).""" + - Returns the process-global skip names added by this invocation. The caller - must pass them to :func:`restore_refit` after the layerwise lifecycle, - including on failure. +def _layerwise_skip_sets() -> list[set[str]]: + """The process-global skip sets an immediately loaded tensor must be in. + + vLLM 0.25 had one set, ``SKIP_TENSORS``: a listed tensor stays off the meta + device *and* its weight loader is neither wrapped nor counted, so the + layer is never processed by the layerwise machinery. vLLM 0.29 split that + into ``SKIP_LOAD_TENSORS`` (never loaded through ``weight_loader``: not + wrapped, not counted) and ``SKIP_TENSORS`` (additionally never moved to + meta), and only ``SKIP_LOAD_TENSORS`` keeps a tensor out of the layer's + load accounting. The expert tensors below are loaded immediately through + their original loaders and converted once in :func:`finalize_refit`; if + they were counted, vLLM would run ``process_weights_after_loading`` on the + layer as soon as its last expert arrived and :func:`finalize_refit` would + convert the already kernel-layout tensors a second time. """ - from vllm.model_executor.model_loader.reload.meta import SKIP_TENSORS + from vllm.model_executor.model_loader.reload import meta + + sets = [meta.SKIP_TENSORS] + skip_load = getattr(meta, "SKIP_LOAD_TENSORS", None) + if isinstance(skip_load, set) and skip_load is not meta.SKIP_TENSORS: + sets.append(skip_load) + return sets + +def prepare_refit(model: torch.nn.Module) -> SkipNames: + """Prepare DeepSeek V4 parameters for layerwise FP8 refit. + + Returns the process-global skip names added by this invocation, per set. + The caller must pass them to :func:`restore_refit` after the layerwise + lifecycle, including on failure. + """ # DeepSeek V4 loads attn_sink with a direct copy_ instead of its Parameter # weight_loader. Keep its kernel storage materialized during reload. required_skip_tensors = {"attn_sink"} @@ -121,28 +183,55 @@ def prepare_refit(model: torch.nn.Module) -> set[str]: # expert in layerwise reload until the fused parameter is complete. required_skip_tensors.update(_EXPERT_REFIT_PARAMS) - added_skip_tensors = required_skip_tensors - SKIP_TENSORS - SKIP_TENSORS.update(required_skip_tensors) + skip_sets = _layerwise_skip_sets() + added = SkipNames( + tensors=required_skip_tensors - skip_sets[0], + load=required_skip_tensors - skip_sets[-1], + ) + for skip_set in skip_sets: + skip_set.update(required_skip_tensors) try: _reset_routed_experts_for_refit(model) except Exception: - SKIP_TENSORS.difference_update(added_skip_tensors) + _remove_skip_names(added) raise - return added_skip_tensors + suspend_model_post_load(model) + return added -def restore_refit(added_skip_tensors: set[str]) -> None: - """Remove process-global layerwise skip names added for one refit.""" - from vllm.model_executor.model_loader.reload.meta import SKIP_TENSORS +def _remove_skip_names(added: SkipNames) -> None: + skip_sets = _layerwise_skip_sets() + skip_sets[0].difference_update(added.tensors) + skip_sets[-1].difference_update(added.load) - SKIP_TENSORS.difference_update(added_skip_tensors) + +def restore_refit( + added_skip_tensors: SkipNames, model: torch.nn.Module | None = None +) -> None: + """Undo :func:`prepare_refit` after the layerwise lifecycle, including on failure. + + Removes the process-global skip names added for one refit and, when the + model is given, lifts the post-load shadow a failed refit may have left. + """ + _remove_skip_names(added_skip_tensors) + if model is not None: + resume_model_post_load(model) @torch.no_grad() def finalize_refit(model: torch.nn.Module) -> None: - """Convert immediately loaded expert tensors back to their kernel layout.""" + """Finish a layerwise refit once every layer is materialized. + + Converts immediately loaded expert tensors back to their kernel layout, + then runs the model-level post-load hook that + :func:`suspend_model_post_load` kept off while the refit streamed. + """ for layer in _block_fp8_routed_experts(model): layer.quant_method.process_weights_after_loading(layer) if layer.w13_weight.is_cuda: # Requantization uses sizeable per-expert float32 temporaries. torch.cuda.empty_cache() + resume_model_post_load(model) + post_load = getattr(model, _MODEL_POST_LOAD_HOOK, None) + if callable(post_load): + post_load() diff --git a/nemo_rl/models/generation/vllm/quantization/fp8.py b/nemo_rl/models/generation/vllm/quantization/fp8.py index 3bc7607d780..c254c92e09d 100644 --- a/nemo_rl/models/generation/vllm/quantization/fp8.py +++ b/nemo_rl/models/generation/vllm/quantization/fp8.py @@ -1114,8 +1114,9 @@ def process_weights_after_loading_moe(self, layer) -> None: replace_parameter() to avoid creating new torch.nn.Parameter objects, because that removes the weight_loader attribute which we need for refit. - Updated for vLLM 0.25 which passes a RoutedExperts module as `layer` and - sets up the MoE kernel via make_fp8_moe_kernel(routing_tables=..., layer=...). + Updated for vLLM >= 0.25, which passes a RoutedExperts module as `layer` and + sets up the MoE kernel via make_fp8_moe_kernel(routing_tables=...); 0.29 + dropped the kernel factory's `layer=` kwarg. """ from vllm.model_executor.layers.quantization.fp8 import ( convert_to_fp8_moe_kernel_format, @@ -1168,13 +1169,14 @@ def process_weights_after_loading_moe(self, layer) -> None: from vllm.model_executor.layers.quantization.fp8 import make_fp8_moe_kernel assert self.experts_cls is not None + # vLLM 0.28 dropped the `layer` kwarg (0.25 forwarded it only to the + # FlashInfer TRTLLM experts); routing tables still come from the layer. self.moe_kernel = make_fp8_moe_kernel( moe_quant_config=self.moe_quant_config, moe_config=self.moe, fp8_backend=self.fp8_backend, experts_cls=self.experts_cls, routing_tables=layer._expert_routing_tables(), - layer=layer, ) @@ -1503,7 +1505,6 @@ def process_weights_after_loading_mxfp8_moe(self, layer) -> None: fp8_backend=self.mxfp8_backend, experts_cls=self.experts_cls, routing_tables=layer._expert_routing_tables(), - layer=layer, ) @@ -1558,14 +1559,31 @@ def process_weights_after_loading_kv(self, layer) -> None: Doesn't delete k_scale, v_scale, q_scale, and prob_scale parameters to allow for dynamic updates during refit. + + Ported to vLLM 0.28: the attention layer no longer carries + ``calculate_kv_scales`` (dynamic per-token-head scales are a KV-cache dtype + now, see ``kv_cache_uses_per_token_head_scales``), and the fp8 branch keys off + ``is_quantized_kv_cache`` instead of ``!= "auto"``. Mirrors + ``BaseKVCacheMethod.process_weights_after_loading`` in + ``vllm/model_executor/layers/quantization/kv_cache.py`` minus the parameter + deletion. """ - # If the kv-cache dtype is auto, we enforce the k/v_scale to be 1.0 - # regardless whether the kv-scale is available in the checkpoint. - # No need to process kv scales after loading if we are going to - # calculate them on the fly. from vllm.platforms import current_platform - - if layer.kv_cache_dtype != "auto" and not layer.calculate_kv_scales: + from vllm.utils.torch_utils import is_quantized_kv_cache + from vllm.v1.kv_cache_interface import kv_cache_uses_per_token_head_scales + + # Per-token-head quantized KV cache: scales are computed dynamically per + # (token, head) in the kernel at cache-write time. Nothing to refit here. + if kv_cache_uses_per_token_head_scales(layer.kv_cache_dtype): + layer._k_scale.copy_(1.0) + layer._v_scale.copy_(1.0) + layer._k_scale_float = 1.0 + layer._v_scale_float = 1.0 + return + + # If the kv-cache is not quantized, we enforce the k/v_scale to be 1.0 + # regardless whether the kv-scale is available in the checkpoint. + if is_quantized_kv_cache(layer.kv_cache_dtype): if layer.k_scale > 0.0 and layer.v_scale > 0.0: # We prefer to use separate k_scale and v_scale if present k_scale = layer.k_scale.to("cpu").tolist() @@ -1602,12 +1620,16 @@ def process_weights_after_loading_kv(self, layer) -> None: layer._v_scale.copy_(v_scale) layer._k_scale_float = k_scale layer._v_scale_float = v_scale + # vLLM 0.28 also keeps host copies for the AITER fused kernels; the + # buffers exist on every platform, so keep them in sync on refit too. + if hasattr(layer, "_k_scale_cpu"): + layer._k_scale_cpu.fill_(k_scale) + layer._v_scale_cpu.fill_(v_scale) if layer.q_scale > 0.0: q_scale = layer.q_scale if current_platform.is_fp8_fnuz(): q_scale *= 2 - layer.calculate_kv_scales = False else: q_scale = 1.0 if layer.prob_scale > 0.0: diff --git a/nemo_rl/models/generation/vllm/quantization/nvfp4_pertoken.py b/nemo_rl/models/generation/vllm/quantization/nvfp4_pertoken.py index e5dd31ab114..f9e334fe0af 100644 --- a/nemo_rl/models/generation/vllm/quantization/nvfp4_pertoken.py +++ b/nemo_rl/models/generation/vllm/quantization/nvfp4_pertoken.py @@ -22,7 +22,7 @@ from collections.abc import Mapping from dataclasses import dataclass -from types import MappingProxyType +from types import MappingProxyType, new_class from typing import Any, Literal, Optional, cast import torch @@ -514,6 +514,48 @@ def finish(self) -> None: ) +class _HostCapturedRoutingMixin: + """Report no in-kernel routing capture so vLLM binds it to the router.""" + + def supports_routing_replay_capture(self) -> bool: + return False + + +_HOST_CAPTURED_EXPERTS_CLS: dict[type, type] = {} + + +def host_captured_experts_cls(experts_cls: type) -> type: + """Return ``experts_cls`` with in-kernel routed-experts capture disabled. + + vLLM 0.29 binds ``RoutedExpertsCapturer`` to a monolithic kernel's experts + *object* (``supports_routing_replay_capture`` / ``set_capture_fn``) and the + FlashInfer launch then fills ``routing_replay_out`` itself. + ``ModelOptNvFp4PerTokenFusedMoE.process_weights_after_loading`` rebuilds the + kernel on every cold and warm refit, so a capture function bound to the + experts object is gone after the first weight update and every later rollout + would hand router replay all-zero routes. Reporting no in-kernel capture makes + NeMo-RL's binder fallback (``patches._patch_vllm_routed_experts_capture_router_fallback``) + attach the capture to the layer's router, where + ``patches._patch_vllm_moe_routed_experts_capture`` fires ``select_experts`` + on the monolithic branch — the path this method used on vLLM 0.26. + Non-monolithic experts classes already capture through the router and are + returned unchanged. The subclass keeps the original name as a suffix + because vLLM logs and duck-types on ``type(...).__name__``. + """ + is_monolithic = getattr(experts_cls, "is_monolithic", None) + if not callable(is_monolithic) or not is_monolithic(): + return experts_cls + cached = _HOST_CAPTURED_EXPERTS_CLS.get(experts_cls) + if cached is None: + cached = new_class( + f"HostCaptured{experts_cls.__name__}", + (_HostCapturedRoutingMixin, experts_cls), + exec_body=lambda namespace: namespace.update(__module__=__name__), + ) + _HOST_CAPTURED_EXPERTS_CLS[experts_cls] = cached + return cached + + class ModelOptNvFp4PerTokenFusedMoE(ModelOptNvFp4FusedMoE): """W4A4 MoE: pre-quantized weights, per-token dynamic activation scales. @@ -546,6 +588,10 @@ def __init__(self, quant_config, moe_config) -> None: f"{NVFP4_PER_TOKEN_METHOD} requires the FlashInfer TRT-LLM MoE " f"backend, got {self.nvfp4_backend}." ) + # Router replay must survive the per-refit kernel rebuild below, so + # routed-experts capture goes through the router, not the kernel. + assert self.experts_cls is not None + self.experts_cls = host_captured_experts_cls(self.experts_cls) def process_weights_after_loading(self, layer) -> None: """Finalize reload-format weights for dynamic per-token activation FP4. @@ -621,7 +667,6 @@ def _dense(t): experts_cls=self.experts_cls, backend=self.nvfp4_backend, routing_tables=layer._expert_routing_tables(), - layer=layer, per_token_activation=True, ) self.moe_kernel.fused_experts.process_weights_after_loading(layer) diff --git a/nemo_rl/models/generation/vllm/quantization/utils.py b/nemo_rl/models/generation/vllm/quantization/utils.py index 5f8c6f81657..4dbddeb659e 100644 --- a/nemo_rl/models/generation/vllm/quantization/utils.py +++ b/nemo_rl/models/generation/vllm/quantization/utils.py @@ -70,15 +70,21 @@ def resolve_module_from_param_name( return None module_path = path_parts[:-1] - reversed_mapping = { - original_name: fused_name - for fused_name, original_names in getattr( - model, "packed_modules_mapping", {} - ).items() - for original_name in original_names - } - if module_path[-1] in reversed_mapping: - module_path[-1] = reversed_mapping[module_path[-1]] + # A shard name that several fused modules share (vLLM >= 0.29's DeepSeek V4 + # lists ``wkv`` under both ``fused_wqa_wkv`` and ``fused_wkv_wgate``) cannot + # be resolved from the leaf alone; leave it for the parent-aware DeepSeek V4 + # remap below instead of picking whichever fused module came last. + reversed_mapping: dict[str, str] = {} + ambiguous_shards: set[str] = set() + for fused_name, original_names in getattr( + model, "packed_modules_mapping", {} + ).items(): + for original_name in original_names: + if reversed_mapping.setdefault(original_name, fused_name) != fused_name: + ambiguous_shards.add(original_name) + leaf = module_path[-1] + if leaf in reversed_mapping and leaf not in ambiguous_shards: + module_path[-1] = reversed_mapping[leaf] module_path = deepseek_v4_fp8.remap_packed_module_path(model, module_path) diff --git a/nemo_rl/models/generation/vllm/vllm_backend.py b/nemo_rl/models/generation/vllm/vllm_backend.py index 95898f5da4b..389ff3c4f5b 100644 --- a/nemo_rl/models/generation/vllm/vllm_backend.py +++ b/nemo_rl/models/generation/vllm/vllm_backend.py @@ -15,7 +15,7 @@ import logging import re import socket -from collections.abc import Callable, Iterable, Iterator, Sequence +from collections.abc import Callable, Iterable, Iterator, Mapping, Sequence from contextlib import contextmanager from typing import Any, Literal, Optional, Protocol @@ -305,6 +305,53 @@ def _filter_gemma4_unified_multimodal_weights( ) +def _tied_embedding_aliases(model: torch.nn.Module | None) -> dict[str, str]: + """Return vLLM's ``{alias qualname: canonical qualname}`` for tied embeddings. + + Uses vLLM's own detector so this set is exactly what ``AutoWeightsLoader`` + skips. Empty on a vLLM without the helper, which also has no alias check, + so the filter below becomes a no-op there. Also empty for a stand-in that + is not a module tree (a bare ``load_weights`` callable), which has no tied + embeddings for the detector to walk. + """ + if model is None or not hasattr(model, "named_modules"): + return {} + try: + from vllm.model_executor.models.utils import _get_tied_embedding_params + except ImportError: + return {} + return _get_tied_embedding_params(model) + + +def _drop_tied_embedding_aliases( + weights: Iterable[tuple[str, torch.Tensor]], + aliases: Mapping[str, str], + mapper: Any | None, +) -> Iterator[tuple[str, torch.Tensor]]: + """Drop checkpoint weights that vLLM would skip as tied-embedding aliases. + + vLLM 0.29's ``AutoWeightsLoader`` skips e.g. ``lm_head.weight`` when it is + tied to the input embedding and then asserts that the canonical embedding + weight was loaded in the *same* ``load_weights`` call + (vllm-project/vllm#51665). Refit streams weights in transport-sized + batches, so the two routinely arrive in different calls and every refit of + a tied-embedding model died with ``'lm_head.weight' was skipped because it + is tied to 'model.embed_tokens.weight' ... was not found in the + checkpoint``. The alias never loads anything, so dropping it up front is + lossless. ``mapper`` is the model's ``hf_to_vllm_mapper`` (if any): the + alias set is keyed by vLLM parameter names while refit sends checkpoint + names, and the loader applies the same mapper before its check. + """ + if not aliases: + yield from weights + return + for name, weight in weights: + mapped = mapper._map_name(name) if mapper is not None else name + if mapped is not None and mapped in aliases: + continue + yield name, weight + + def _read_mtp_layer_weights_from_checkpoint( model_path: str, mtp_layer_indices: set[int] ) -> list[tuple[str, torch.Tensor]]: @@ -361,6 +408,13 @@ class VllmInternalWorkerExtension(RefitBuilderInterface): # False for a checkpoint-loaded static MTP drafter; True only when the # trainer exports MTP weights in every policy refit stream. _mtp_drafter_weights_from_refit: bool = True + # vLLM's legacy GPUModelRunner keeps the speculative proposer as ``drafter``; + # the v2 model runner (vllm/v1/worker/gpu/model_runner.py, the default since + # vLLM 0.29) keeps it as ``speculator``. Both expose the draft nn.Module as + # ``.model``. Checked in this order so a legacy runner is never shadowed. + _DRAFTER_OWNER_ATTRS: tuple[str, ...] = ("drafter", "speculator") + # Each worker reports a missing drafter for a co-trained MTP head at most once. + _warned_missing_mtp_drafter: bool = False # Each worker logs the Gemma 4 Unified multimodal filtering at most once. _logged_gemma4_unified_drop: bool = False _sparse_delta_applier: Any = None @@ -434,6 +488,29 @@ def _load_hf_weights(self, policy_weights: list[tuple[str, torch.Tensor]]) -> No return self._load_full_hf_weights(policy_weights) + def _without_tied_embedding_aliases( + self, policy_weights: list[tuple[str, torch.Tensor]] + ) -> list[tuple[str, torch.Tensor]]: + """Drop the tied-embedding aliases vLLM would skip (see module helper).""" + model = getattr(self.model_runner, "model", None) + aliases = _tied_embedding_aliases(model) + if not aliases: + return policy_weights + kept = list( + _drop_tied_embedding_aliases( + policy_weights, aliases, getattr(model, "hf_to_vllm_mapper", None) + ) + ) + dropped = len(policy_weights) - len(kept) + if dropped and not getattr(self, "_logged_tied_alias_drop", False): + self._logged_tied_alias_drop = True # pyrefly: ignore[implicitly-defined-attribute] This class does not define __init__ so assignments like this should be ignored + logger.info( + "Refit dropped %d tied-embedding alias weight(s); vLLM ties %s", + dropped, + ", ".join(f"{a} -> {c}" for a, c in sorted(aliases.items())), + ) + return kept + def _prepare_reload_weight_iterator( self, weights: Iterable[tuple[str, torch.Tensor]] ) -> Iterable[tuple[str, torch.Tensor]]: @@ -446,6 +523,12 @@ def _prepare_reload_weight_iterator( ) if _is_gemma4_unified_text_only(model_config): weights = _filter_gemma4_unified_multimodal_weights(weights) + model = getattr(self.model_runner, "model", None) + aliases = _tied_embedding_aliases(model) + if aliases: + weights = _drop_tied_embedding_aliases( + weights, aliases, getattr(model, "hf_to_vllm_mapper", None) + ) from nemo_rl.models.generation.vllm.quantization import fp8 @@ -746,12 +829,20 @@ def _get_drafter_model(self) -> Any: """Return the vLLM drafter's underlying model, or None if absent. The drafter holds the speculative-decoding draft model (Eagle3 or MTP), - which vLLM keeps as a module separate from the main model. Typed ``Any`` - because these are dynamic vLLM model classes whose ``load_weights`` / + which vLLM keeps as a module separate from the main model, under + ``model_runner.drafter`` (legacy runner) or ``model_runner.speculator`` + (v2 runner); see ``_DRAFTER_OWNER_ATTRS``. Typed ``Any`` because these + are dynamic vLLM model classes whose ``load_weights`` / ``mtp_start_layer_idx`` members are not visible through ``nn.Module``. """ - draft_owner = getattr(self.model_runner, "drafter", None) - return getattr(draft_owner, "model", None) if draft_owner else None + for owner_attr in self._DRAFTER_OWNER_ATTRS: + draft_owner = getattr(self.model_runner, owner_attr, None) + draft_model = ( + getattr(draft_owner, "model", None) if draft_owner is not None else None + ) + if draft_model is not None: + return draft_model + return None def configure_mtp_drafter_weight_source(self, weights_from_refit: bool) -> None: """Record whether the trainer owns and refreshes the MTP weights.""" @@ -791,7 +882,21 @@ def _mtp_drafter_refit_enabled(self) -> bool: method = getattr(spec_config, "method", None) if spec_config else None if method not in ("deepseek_mtp", "mtp"): return False - return self._get_drafter_model() is not None + if self._get_drafter_model() is None: + # Silently skipping here is how vLLM 0.29's runner rename went + # unnoticed: the drafter kept its dummy load-time weights and MTP + # acceptance sat at 0% while every golden still passed. + if not self._warned_missing_mtp_drafter: + self._warned_missing_mtp_drafter = True + logger.warning( + "[mtp] The policy refit carries co-trained MTP drafter weights " + "but vLLM exposes no drafter model (looked for model_runner.%s); " + "the drafter keeps its load-time weights, so speculative " + "acceptance will collapse.", + " / model_runner.".join(self._DRAFTER_OWNER_ATTRS), + ) + return False + return True def _maybe_refit_mtp_drafter(self, weights: list[tuple[str, torch.Tensor]]) -> None: """Load refit weights into an MTP drafter co-trained with the policy. @@ -946,7 +1051,7 @@ def _load_weights(self, weights): ) policy_weights, draft_weights = self._split_policy_and_draft_weights(weights) - self._load_hf_weights(policy_weights) + self._load_hf_weights(self._without_tied_embedding_aliases(policy_weights)) # Eagle3 draft weights are exported with the `draft.` prefix. self._load_draft_weights(draft_weights) # MTP drafters co-trained with the policy receive their weights from the @@ -1113,10 +1218,12 @@ def _weight_update_lifecycle( else _unquantized_flashinfer_trtllm_modules(model) ) reloaded_module_ids = _reload_target_module_ids(reload_targets) - added_skip_tensors: set[str] = set() + added_skip_tensors: Any = None if use_deepseek_v4_fp8: from nemo_rl.models.generation.vllm.quantization import deepseek_v4_fp8 + added_skip_tensors = deepseek_v4_fp8.SkipNames() + def finalize() -> None: with torch.device(self.device): finalize_layerwise_reload(model, self.model_config) @@ -1145,7 +1252,7 @@ def finalize() -> None: finally: self._nrl_layerwise_reload_active = False if use_deepseek_v4_fp8: - deepseek_v4_fp8.restore_refit(added_skip_tensors) + deepseek_v4_fp8.restore_refit(added_skip_tensors, model) return @@ -1566,7 +1673,10 @@ def update_weights_from_decoded_sparse_payload( applier = self._get_sparse_delta_applier() return applier.update_weights_from_decoded_sparse_payload(*payloads) - def synchronize_device(self) -> None: + def synchronize_sparse_refit_device(self) -> None: + # Not named ``synchronize_device``: vLLM 0.29 added that method to + # ``WorkerBase`` (vllm-project/vllm#52914) and asserts at init that a + # worker extension never shadows a ``Worker`` attribute. self._get_sparse_delta_applier().synchronize_device() def finish_sparse_delta_refit(self) -> dict[str, Any]: diff --git a/nemo_rl/models/generation/vllm/vllm_sparse_refit.py b/nemo_rl/models/generation/vllm/vllm_sparse_refit.py index 3a2fa712a6d..b81c7c70253 100644 --- a/nemo_rl/models/generation/vllm/vllm_sparse_refit.py +++ b/nemo_rl/models/generation/vllm/vllm_sparse_refit.py @@ -290,7 +290,7 @@ def update_weights_from_staged_sparse_payloads( ) except Exception: # Drain peers before removing shared batch files. - self._refit_collective_rpc("synchronize_device", ()) + self._refit_collective_rpc("synchronize_sparse_refit_device", ()) raise finally: for payload in staged: diff --git a/nemo_rl/models/generation/vllm/vllm_worker.py b/nemo_rl/models/generation/vllm/vllm_worker.py index b8fa4d116e1..c5aae6a956a 100644 --- a/nemo_rl/models/generation/vllm/vllm_worker.py +++ b/nemo_rl/models/generation/vllm/vllm_worker.py @@ -368,7 +368,10 @@ def configure_worker( # That is fixed by offsetting the TCPStore search, deliberately # *not* by dropping VLLM_PORT: an unset VLLM_PORT sends vLLM to # kernel-ephemeral ports, which is the TOCTOU contention this port - # layout exists to avoid (#2380, #3103). + # layout exists to avoid (#2380, #3103). vLLM >= 0.29 binds and + # holds the TCPStore before publishing its port (vllm#50969), so + # that patch is a no-op there; this layout still governs the + # MessageQueue and API-server ports. engine_index_on_node = 0 elif mp_size == 1: engine_index_on_node = local_bundle_indices[0] % num_gpus_per_node @@ -547,6 +550,15 @@ def _load_model(self, bundle_indices, seed): "please run at least once with the environment variable NRL_FORCE_REBUILD_VENVS=true set to force the rebuild of the environment." ) vllm_kwargs: dict[str, Any] = copy.deepcopy(self.cfg.get("vllm_kwargs", {})) + # vLLM 0.28 (vllm-project/vllm#50411) skips rescale/normalize in the HF image + # processor and re-applies them on the GPU in the vision tower's dtype. The + # policy side normalizes on the CPU in fp32 through the same HF processor, so + # keep generation on that path too: identical pixel preprocessing on both sides + # is what the token_mult_prob_error / gen_kl_error checks assume. Upstream has + # already shipped one silent-corruption fix for the device path + # (vllm-project/vllm#55370, encoder cudagraphs). Users can opt back in via + # policy.generation.vllm_kwargs.mm_device_do_normalize=true. + vllm_kwargs.setdefault("mm_device_do_normalize", False) checkpoint_engine_config = checkpoint_engine_refit_config(self.cfg) if checkpoint_engine_config is not None: from nemo_rl.models.generation.vllm.checkpoint_engine import ( diff --git a/nemo_rl/models/generation/vllm/vllm_worker_async.py b/nemo_rl/models/generation/vllm/vllm_worker_async.py index 91678cfa069..5699093c977 100644 --- a/nemo_rl/models/generation/vllm/vllm_worker_async.py +++ b/nemo_rl/models/generation/vllm/vllm_worker_async.py @@ -147,6 +147,18 @@ def errored(self) -> bool: def dead_error(self) -> BaseException: return self._engine_client.dead_error + def check_admission(self, n: int = 1, request_id: str | None = None) -> None: + """Queue-limit admission check vLLM >= 0.29 runs before every response. + + ``OpenAIServing._preflight`` calls this (vllm-project/vllm#49445, + ``max_num_queued_reqs`` / ``max_num_queued_tokens``); without it every + chat completion 500s with ``'_AsyncLLMHTTPClient' object has no + attribute 'check_admission'``. It only reads scheduler config and + unfinished-request counters, so it stays off the engine loop like the + other status reads above. Raises vLLM's HTTP-mapped overflow errors. + """ + self._engine_client.check_admission(n, request_id=request_id) + async def is_tracing_enabled(self) -> bool: return await self._engine_client.is_tracing_enabled() @@ -742,7 +754,9 @@ def _setup_vllm_openai_api_server(self, app: FastAPI) -> FastAPI: from vllm.entrypoints.openai.chat_completion.serving import ( OpenAIServingChat, ) - from vllm.entrypoints.openai.engine.protocol import ErrorResponse + + # vLLM 0.29 moved this out of the openai package (vllm-project/vllm#54492). + from vllm.entrypoints.serve.engine.protocol import ErrorResponse from vllm.entrypoints.openai.models.protocol import BaseModelPath from vllm.entrypoints.openai.models.serving import OpenAIServingModels from vllm.entrypoints.serve.tokenize.protocol import ( diff --git a/nemo_rl/models/policy/utils.py b/nemo_rl/models/policy/utils.py index c3e295a12da..ad3fa6ab2b3 100644 --- a/nemo_rl/models/policy/utils.py +++ b/nemo_rl/models/policy/utils.py @@ -30,6 +30,8 @@ AutoModelForTextToWaveform, ) +from nemo_rl.utils.cuda_ipc import normalize_cuda_ipc_handle + # Try to import nemo_automodel classes, fallback to None if not available try: from nemo_automodel._transformers.auto_model import ( @@ -734,14 +736,27 @@ def release_staging_buffers() -> None: release_staging_buffers() +# Positions in ``torch.multiprocessing.reductions.rebuild_cuda_tensor``'s +# argument tuple (unchanged since torch 1.x; see its signature). +_REBUILD_CUDA_TENSOR_ARG_DEVICE_INDEX = 6 +_REBUILD_CUDA_TENSOR_ARG_STORAGE_HANDLE_INDEX = 7 + + def rebuild_cuda_tensor_from_ipc( cuda_ipc_handle: tuple, device_id: int ) -> torch.Tensor: """Rebuild a CUDA tensor from an IPC handle.""" func = rebuild_cuda_tensor args = cuda_ipc_handle[0] - list_args = list(args) - list_args[6] = device_id + list_args: list[Any] = list(args) + list_args[_REBUILD_CUDA_TENSOR_ARG_DEVICE_INDEX] = device_id + # The producer (training venv) may run a newer torch than this consumer; + # see nemo_rl.utils.cuda_ipc for the version-byte compatibility rewrite. + list_args[_REBUILD_CUDA_TENSOR_ARG_STORAGE_HANDLE_INDEX] = ( + normalize_cuda_ipc_handle( + list_args[_REBUILD_CUDA_TENSOR_ARG_STORAGE_HANDLE_INDEX] + ) + ) return func(*list_args) diff --git a/nemo_rl/utils/cuda_ipc.py b/nemo_rl/utils/cuda_ipc.py new file mode 100644 index 00000000000..45982068dcf --- /dev/null +++ b/nemo_rl/utils/cuda_ipc.py @@ -0,0 +1,91 @@ +# Copyright (c) 2026, NVIDIA CORPORATION. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +"""Compatibility shim for CUDA IPC storage handles crossing torch versions. + +NeMo-RL hands CUDA tensors from the training venv to the inference venvs +(sglang, TRT-LLM, vLLM) through ``torch.multiprocessing.reductions`` IPC +handles. The storage handle torch produces is a small byte string written by +``c10::cuda::CUDACachingAllocator::shareIpcHandle``:: + + [SHAREABLE_HANDLE_VERSION][type byte][payload] + +where ``type`` is ``'c'`` (a plain ``cudaMalloc`` block, followed by the +64-byte ``cudaIpcMemHandle_t``) or ``'e'`` (an expandable segment). The +consumer rejects any handle whose version byte is newer than its own with +``received sharable handle from a future version of torch that this version +does not know how to handle``. + +torch 2.13 bumped the version byte from 2 to 3 without changing the ``'c'`` +payload, so when the training venv runs torch 2.13 and an inference venv runs +torch 2.11 (sglang / TRT-LLM, whose kernels are built against 2.11) every +colocated refit dies at the first handle. Rewriting the version byte of +``'c'`` handles to the legacy value makes them readable by both versions. The +expandable-segment format did change, so ``'e'`` handles -- what the trainer +emits under ``PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True`` -- are left +alone; they still open on a same-torch consumer (vLLM) and trip torch's +version check on a torch 2.11 one (sglang / TRT-LLM). +""" + +from typing import Any + +CUDA_IPC_MEM_HANDLE_SIZE = 64 +"""``sizeof(cudaIpcMemHandle_t)``; a raw handle of exactly this size predates versioning.""" + +SHAREABLE_CUDA_MALLOC = ord("c") +"""Type byte for a plain ``cudaMalloc`` block (``SHAREABLE_CUDA_MALLOC`` in c10).""" + +LEGACY_SHAREABLE_HANDLE_VERSION = 2 +"""The version byte torch <= 2.12 writes. torch 2.13 writes 3 with an identical ``'c'`` payload.""" + +CURRENT_SHAREABLE_HANDLE_VERSION = 3 +"""The version byte torch 2.13 writes; its ``'c'`` payload is identical to version 2's.""" + + +def normalize_cuda_ipc_handle(handle: Any) -> Any: + """Rewrite a newer ``'c'``-type storage handle so older torch can open it. + + Args: + handle: The ``storage_handle`` element of a ``rebuild_cuda_tensor`` + argument tuple. Anything that is not a versioned ``'c'`` handle + from a newer torch is returned unchanged. + + Returns: + The handle, with its version byte lowered to + :data:`LEGACY_SHAREABLE_HANDLE_VERSION` when it is a ``'c'`` handle + carrying :data:`CURRENT_SHAREABLE_HANDLE_VERSION`. + + Raises: + ValueError: For a ``'c'`` handle with a version byte newer than + :data:`CURRENT_SHAREABLE_HANDLE_VERSION`, whose payload has not + been verified against the legacy layout. + """ + if not isinstance(handle, (bytes, bytearray)): + return handle + if len(handle) <= CUDA_IPC_MEM_HANDLE_SIZE: + # A bare 64-byte cudaIpcMemHandle_t (pre-versioning torch) or something + # too short to carry a header; torch handles both itself. + return handle + if handle[1] != SHAREABLE_CUDA_MALLOC: + return handle + if handle[0] <= LEGACY_SHAREABLE_HANDLE_VERSION: + return handle + if handle[0] != CURRENT_SHAREABLE_HANDLE_VERSION: + # Rewriting a version whose payload has not been compared would silently + # hand the consumer a handle it misparses. + raise ValueError( + f"cannot normalize CUDA IPC handle version {handle[0]}; only version " + f"{CURRENT_SHAREABLE_HANDLE_VERSION} is known to share the version-" + f"{LEGACY_SHAREABLE_HANDLE_VERSION} 'c' payload" + ) + return bytes([LEGACY_SHAREABLE_HANDLE_VERSION]) + bytes(handle[1:]) diff --git a/pyproject.toml b/pyproject.toml index a7d82eb59a2..28ed3097945 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -23,9 +23,14 @@ maintainers = [ ] dependencies = [ "setuptools", - "pip", # Required for frozen environments; uv venv --seed may not reliably install pip - "ninja", # for flash-attn parallel build - "torch==2.11.0", + "pip", # Required for frozen environments; uv venv --seed may not reliably install pip + "ninja", # for flash-attn parallel build + # Deliberately a range, not an exact pin: each backend extra pins the torch its + # wheels were built against (vllm/mcore/automodel: 2.13.0; sglang/trtllm: + # 2.11.0) and resolves in its own uv conflict fork, so the base spec must admit + # both. The ceiling keeps the driver venv from drifting to a newer torch on a + # relock; it resolves to the highest allowed (2.13.0), matching vLLM. + "torch>=2.11,<2.14", "triton; sys_platform == 'linux' and (platform_machine == 'x86_64' or platform_machine == 'aarch64')", "colored==2.2.3", "ray[default]>=2.55.1", @@ -49,7 +54,7 @@ dependencies = [ "plotly", "sympy>=1.14.0", "pillow>=12.3.0", # Address CVE (Pillow 12.3.0) - "torchvision==0.26.0", + "torchvision>=0.26,<0.29", # tracks the torch range above (0.26 <-> 2.11, 0.28 <-> 2.13) # torchaudio and torchcodec are NOT installed in the container image. # Run tools/install_audio_deps.sh before using audio features or audio tests. # Keep the base range compatible with backend-specific pins while selecting 5.12.1 @@ -87,7 +92,7 @@ dependencies = [ # gated-chunk backward with a RuntimeError pointing at this exact pip install. # Keep the base range broad for both supported Linux architectures; backend # extras tighten the version as required. - "tilelang>=0.1.9,<0.1.12; sys_platform == 'linux' and (platform_machine == 'x86_64' or platform_machine == 'aarch64')", + "tilelang>=0.1.9,<0.1.13; sys_platform == 'linux' and (platform_machine == 'x86_64' or platform_machine == 'aarch64')", # Data-plane stack — promoted to base so worker venvs (built by # nemo_rl.utils.venvs.create_local_venv via bare `uv sync`, no extras) # automatically include them. Removes the need for a `[data-plane]` @@ -125,6 +130,9 @@ dependencies = [ [project.optional-dependencies] automodel = [ + # Colocated with vLLM engines (CUDA-IPC refit); must share vLLM's torch ABI. + "torch==2.13.0", + "torchvision==0.28.0", "nemo-automodel[moe]", # Automodel's FLA kernels require this TileLang version on Hopper. # Keep this scoped to the automodel fork; sglang intentionally pins TileLang 0.1.8. @@ -132,9 +140,7 @@ automodel = [ # Flash-attn version should be selected to satisfy both TE + vLLM requirements (xformers in particular) # https://github.com/NVIDIA/TransformerEngine/blob/v2.3/transformer_engine/pytorch/attention/dot_product_attention/utils.py#L108 # https://github.com/facebookresearch/xformers/blob/8354497deb2c04c67fbb2e2ad911e86530da0e90/xformers/ops/fmha/flash.py#L76 - "flash-attn @ https://github.com/Dao-AILab/flash-attention/releases/download/v2.8.1/flash_attn-2.8.1+cu13torch2.10cxx11abiTRUE-cp313-cp313-linux_aarch64.whl ; sys_platform == 'linux' and platform_machine == 'aarch64'", - "flash-attn @ https://github.com/Dao-AILab/flash-attention/releases/download/v2.8.1/flash_attn-2.8.1+cu13torch2.10cxx11abiTRUE-cp313-cp313-linux_x86_64.whl ; sys_platform == 'linux' and platform_machine == 'x86_64'", - "flash-attn==2.8.1 ; sys_platform != 'linux' or (platform_machine != 'aarch64' and platform_machine != 'x86_64')", + "flash-attn==2.8.1", # Mirrors nemo-automodel's own `transformers==5.12.1` pin (Automodel r0.6.0). "transformers==5.12.1", "mistral-common>=1.11.0", @@ -145,28 +151,31 @@ automodel = [ "deep_ep @ git+https://github.com/deepseek-ai/DeepEP.git@17cfb817bccec3a9c247013360cc550c2bac441e", ] vllm = [ + # ABI of the vLLM 0.29.0 cu130 wheels. + "torch==2.13.0", + "torchvision==0.28.0", "transformers==5.12.1", - "tilelang==0.1.9; sys_platform == 'linux' and platform_machine == 'x86_64'", + "tilelang==0.1.12; sys_platform == 'linux' and (platform_machine == 'x86_64' or platform_machine == 'aarch64')", "cuda-python", "deep_gemm @ git+https://github.com/deepseek-ai/DeepGEMM.git@67fc64863d43521080bf2005e6528d0fceee9510", # deep_ep also needs libibverbs-dev # sudo apt-get update # sudo apt-get install libibverbs-dev "deep_ep @ git+https://github.com/deepseek-ai/DeepEP.git@17cfb817bccec3a9c247013360cc550c2bac441e", - # Default wheels on GitHub are cu130. See v0.26.0 release assets: - # https://github.com/vllm-project/vllm/releases/tag/v0.26.0 - "vllm @ https://github.com/vllm-project/vllm/releases/download/v0.26.0/vllm-0.26.0-cp38-abi3-manylinux_2_28_aarch64.whl ; sys_platform == 'linux' and platform_machine == 'aarch64'", - "vllm @ https://github.com/vllm-project/vllm/releases/download/v0.26.0/vllm-0.26.0-cp38-abi3-manylinux_2_28_x86_64.whl ; sys_platform == 'linux' and platform_machine == 'x86_64'", - "vllm==0.26.0 ; sys_platform != 'linux' or (platform_machine != 'aarch64' and platform_machine != 'x86_64')", + # PyPI publishes the default cu130 wheels for both supported architectures. + # https://github.com/vllm-project/vllm/releases/tag/v0.29.0 + "vllm==0.29.0", "num2words>=0.5.14", - "flashinfer-python==0.6.14", - "flashinfer-cubin==0.6.14", - "flashinfer-jit-cache==0.6.14", - "nvidia-cutlass-dsl[cu13]==4.6.0", - # Quack 0.6.1 uses the CUTLASS DSL 4.6 API required by vLLM 0.26. - "quack-kernels==0.6.1", + "flashinfer-python==0.6.18", + "flashinfer-cubin==0.6.18", + "flashinfer-jit-cache==0.6.18", + "nvidia-cutlass-dsl[cu13]==4.6.2", ] sglang = [ + # sglang-miles (3003d70f) and sglang-kernel 0.4.5 are built against torch 2.11; + # on 2.13 sgl_kernel fails with `undefined symbol: _ZNK2at10TensorBase14const_data_ptr…`. + "torch==2.11.0", + "torchvision==0.26.0", # sgl-project/sglang branch `sglang-miles` (based on v0.5.16). Needed for the # begin_weight_update / end_weight_update refit session: quantized weights # carry derived scales (swizzled blockscales, g1/g2 alphas) that have to be @@ -199,14 +208,15 @@ mcore = [ # dependency megatron-core[dev,mlm] and its [tool.uv.sources] path mapping, so Megatron-LM # pyproject changes propagate on bump without any mirror here. "megatron-bridge[te,ssm]", + # Colocated with vLLM engines (CUDA-IPC refit); must share vLLM's torch ABI. + "torch==2.13.0", + "torchvision==0.28.0", "transformers==5.12.1", "tilelang==0.1.9; sys_platform == 'linux' and (platform_machine == 'x86_64' or platform_machine == 'aarch64')", # Flash-attn version should be selected to satisfy both TE + vLLM requirements (xformers in particular) # https://github.com/NVIDIA/TransformerEngine/blob/v2.3/transformer_engine/pytorch/attention/dot_product_attention/utils.py#L108 # https://github.com/facebookresearch/xformers/blob/8354497deb2c04c67fbb2e2ad911e86530da0e90/xformers/ops/fmha/flash.py#L76 - "flash-attn @ https://github.com/Dao-AILab/flash-attention/releases/download/v2.8.1/flash_attn-2.8.1+cu13torch2.10cxx11abiTRUE-cp313-cp313-linux_aarch64.whl ; sys_platform == 'linux' and platform_machine == 'aarch64'", - "flash-attn @ https://github.com/Dao-AILab/flash-attention/releases/download/v2.8.1/flash_attn-2.8.1+cu13torch2.10cxx11abiTRUE-cp313-cp313-linux_x86_64.whl ; sys_platform == 'linux' and platform_machine == 'x86_64'", - "flash-attn==2.8.1 ; sys_platform != 'linux' or (platform_machine != 'aarch64' and platform_machine != 'x86_64')", + "flash-attn==2.8.1", # mamba-ssm/causal-conv1d LOOK redundant (megatron-bridge[ssm] pulls them), but do not # remove them: [tool.uv.sources] git pins only attach to direct requirements, and the # conflicting extras resolve in separate forks — without these direct deps the mcore fork @@ -234,9 +244,19 @@ mcore = [ # without compiling (prepare_metadata_for_build_wheel returns static metadata). # The actual ~60-min wheel build is triggered by `uv sync --extra trtllm`. trtllm = [ + # tensorrt-llm 1.3.0rc21 requires torch<=2.13.0a0 and its libth_common.so is + # built against 2.11 (`undefined symbol: _ZNR5torch7Library4_def…` on 2.13). + "torch==2.11.0", + "torchvision==0.26.0", "tensorrt-llm==1.3.0rc21", "transformers==5.5.4", "tilelang==0.1.9; sys_platform == 'linux' and platform_machine == 'x86_64'", + # tensorrt-llm 1.3.0rc21's _ipc_utils.py reads `cudaIpcMemHandle_t.reserved`, + # which cuda-bindings 13.4 removed; every TP>1 TRT-LLM engine then dies in + # allocate_allreduce_fusion_workspace with an AttributeError. Hold this venv + # on the 13.3 series that tensorrt-llm was released against. + "cuda-python<13.4", + "cuda-bindings<13.4", ] modelopt = ["nvidia-modelopt"] nvrx = [ @@ -248,8 +268,8 @@ nemo_gym = ["nemo_gym"] # This is a default group so that we install these even with bare `uv sync` build = [ - # Build requirement for TE - "torch==2.11.0", + # Build requirement for TE (version comes from the extra being synced) + "torch", # Build requirement for TE "setuptools", "packaging", @@ -331,6 +351,15 @@ nv-grouped-gemm = { git = "https://github.com/fanshiqing/grouped_gemm", tag = "v # FlashMLA derives its version from the Git revision in setup.py. Keep this pin # synchronized with the static dependency metadata below. flash_mla = { git = "https://github.com/deepseek-ai/FlashMLA", rev = "b7643bd54521f563b839b98289b5cd048c062ba2" } +# Pinned to 43fd41a58 (2026-08-15, release cherry-pick branch). It carries #2054 ("Fix vLLM +# 0.24+ compatibility": the vLLM plugin registers on `RoutedExperts`; the older plugin +# registered on `fused_moe.layer.FusedMoE`, which vLLM >= 0.28 removed, and NeMo-RL's explicit +# re-import then failed with "RowParallelLinear already registered") but NOT 2ded5aba3 +# (#1550, 2026-08-07). Do not move to a revision that contains #1550 without porting +# nemo_rl/modelopt: its per-expert `GroupedQuantizer` modules break the Megatron fakequant +# DDP hook bookkeeping (`KeyError: GroupedQuantizer(...)` in `disable_forward_pre_hook`) and +# real-quant dist-checkpoint sharding validation (`Invalid access pattern for +# ShardedTensor(... experts.N.linear_fc1.weight_quantizer._amax`). nvidia-modelopt = { git = "https://github.com/NVIDIA/Model-Optimizer", rev = "43fd41a58d52c4e6e5dec1d1ff5989ecc737ae1a" } nvidia-resiliency-ext = { git = "https://github.com/NVIDIA/nvidia-resiliency-ext.git", tag = "v0.6.0" } flashinfer-cubin = { index = "flashinfer" } @@ -409,17 +438,20 @@ override-dependencies = [ "nvidia-cudnn-frontend==1.25.0 ; sys_platform == 'linux' and (platform_machine == 'x86_64' or platform_machine == 'aarch64')", # NCCL 2.30.4 fixes a context-parallel hang on GB200 when GPUs are non-contiguous; # 2.30.7 additionally fixes hangs in the NCCL m2n reshard (). - # An override is required because torch 2.11.0+cu130 pins nvidia-nccl-cu13==2.28.9. + # Keep NCCL shared with the isolated Dynamo environment across torch upgrades. "nvidia-nccl-cu13==2.30.7", "nvidia-nvshmem-cu13>=3.6.5; sys_platform != 'darwin'", "opencv-python-headless; sys_platform == 'never'", "timm<=1.0.22", "fastapi[standard]>=0.133.0,<0.137.0", "nvidia-modelopt[torch]>=0.44.0a0", - "torch==2.11.0", - # Floor only: trtllm (<1.4.0) and vllm (>=1.7.0) are incompatible, and the - # universal lock resolves 1.3.0 either way. Pre-existing on main. - "llguidance>=1.3.0", + # vLLM 0.29 lists instanttensor (the optional `load_format="instanttensor"` + # safetensors loader) as an unconditional dependency. NeMo-RL never selects + # that load format and vLLM imports it lazily, so it is kept on x86_64 only; + # on aarch64 (GB200) the dependency is dropped rather than installed. 0.2.0 + # ships aarch64 wheels, so this is a choice, not a wheel-availability limit. + "instanttensor>=0.1.9; platform_machine == 'x86_64'", + "llguidance>=1.7.0,<1.8.0", # Override setuptools range in other dependencies to address CVE GHSA-58pv-8j8x-9vj2 "setuptools>=80.10.2", "deep_ep @ git+https://github.com/deepseek-ai/DeepEP.git@17cfb817bccec3a9c247013360cc550c2bac441e", @@ -444,10 +476,13 @@ override-dependencies = [ "pytest>=9.0.3", "langchain>=0.3.28", # Address CVE-2025-65106 "langchain-core>=0.3.80", # Address CVE-2025-65106 - # Forces numpy past tensorrt-llm's `numpy>=2.0.0,<2.4` cap (resolves to - # 2.5.x). The original driver — TransferQueue pinning `numpy<2.0.0` — is - # gone as of TQ v0.1.9; drop this override once the trtllm cap lifts. - "numpy>=2.1.0", + # Forces numpy past tensorrt-llm's `numpy>=2.0.0,<2.4` cap. The original + # driver — TransferQueue pinning `numpy<2.0.0` — is gone as of TQ v0.1.9; + # drop this override once the trtllm cap lifts. The `<2.5` ceiling keeps the + # override inside numba's metadata bound: vLLM 0.29 pins `numba==0.65.0`, + # which requires `numpy<2.5` and refuses to import against 2.5.x + # ("Numba needs NumPy 2.4 or less"), leaving a broken numba in the vLLM venv. + "numpy>=2.1.0,<2.5", # av (PyAV) bundles FFmpeg-derived codecs that may incur royalties. Exclude it from the # shipped container; audio/video tests install it via tools/install_audio_deps.sh. "av; sys_platform == 'never'", @@ -500,6 +535,15 @@ constraint-dependencies = [ "opencv-python-headless>=5.0.0", # CVE floor: patches CVE-2025-9951, CVE-2025-1594, CVE-2024-31582 (bundled FFmpeg 5.1.6 in 4.x) ] +# NOTE: do not exclude `nvidia-cutlass-dsl-libs-base` again. The 4.5.x workaround for +# https://github.com/NVIDIA/cutlass/issues/3259 (libs-base and libs-cu13 wrote the same +# paths) is obsolete: 4.6 split the wheels so libs-base ships the whole Python `cutlass` +# DSL (`cutlass.cute`, `cutlass._mlir.dialects`, ...) and libs-cu13 only the CUDA-13 +# `_cutlass_ir` extension, with no overlapping files. flashinfer >= 0.6.16 imports +# `cutlass.cute` at module load (`gdn_prefill` -> `delta_rule_dsl.varlen_helper`), and +# vLLM 0.28 imports `flashinfer.gdn_prefill` eagerly, so excluding libs-base breaks every +# Qwen3.5 model and every Blackwell vLLM worker with `ModuleNotFoundError: cutlass.cute`. + conflicts = [ [{ extra = "automodel" }, { extra = "sglang" }], [{ extra = "mcore" }, { extra = "sglang" }], @@ -539,6 +583,13 @@ flash_mla = [{ requirement = "torch", match-runtime = true }] # sync with docker/Dockerfile's BASE_IMAGE CUDA major version (currently cuda13.x). [tool.uv.extra-build-variables] torch-memory-saver = { TMS_CUDA_MAJOR = "13" } +# flash-attn 2.8.1 has no prebuilt wheel for torch >= 2.11, so it compiles from the sdist. +# Its setup.py sizes MAX_JOBS from psutil's *host* free memory (not the container cgroup) +# and cpu_count()//2, then runs each nvcc with --threads 4; on nemo-ci's build runners that +# fan-out gets the CUDA compiler OOM-killed (`ResourceExhausted`, dozens of +# `Killed "$CICC_PATH/cicc"`) on both x86 and aarch64. 4 jobs x 4 threads built cleanly on +# both architectures (2h47m aarch64, ~2h x86 alongside TE/flash-mla). +flash-attn = { MAX_JOBS = "4" } # CUTLASS DSL 4.5.x publishes overlapping base and cu13 wheels. Override the # affected metadata so those versions use the self-contained cu13 wheel, while diff --git a/pyrefly.toml b/pyrefly.toml index 6195649ffc2..7fa930ffe89 100644 --- a/pyrefly.toml +++ b/pyrefly.toml @@ -200,6 +200,7 @@ project-includes = [ "nemo_rl/modelopt/models/__init__.py", "nemo_rl/modelopt/models/generation/__init__.py", "nemo_rl/modelopt/models/generation/vllm_modelopt.py", + "nemo_rl/modelopt/models/generation/vllm_quant_moe_amax.py", "nemo_rl/modelopt/models/generation/vllm_quant_worker.py", "nemo_rl/modelopt/models/policy/__init__.py", "nemo_rl/modelopt/models/policy/workers/__init__.py", @@ -297,6 +298,7 @@ project-includes = [ "nemo_rl/utils/checkpoint_engines/base.py", "nemo_rl/utils/checkpoint_engines/nixl.py", "nemo_rl/utils/config.py", + "nemo_rl/utils/cuda_ipc.py", "nemo_rl/utils/fastokens.py", "nemo_rl/utils/grad_norm.py", "nemo_rl/utils/multimodal_payload_metrics.py", diff --git a/tests/functional/test_decode_vs_prefill.sh b/tests/functional/test_decode_vs_prefill.sh index ba44872159b..75e72eb53d5 100644 --- a/tests/functional/test_decode_vs_prefill.sh +++ b/tests/functional/test_decode_vs_prefill.sh @@ -5,10 +5,30 @@ SCRIPT_DIR=$(cd -- "$(dirname -- "${BASH_SOURCE[0]}")" &>/dev/null && pwd) PROJECT_ROOT=$(realpath "$SCRIPT_DIR/../..") cd "$PROJECT_ROOT" + +# vLLM sizes the KV cache from gpu_memory_utilization after its profiling run, and the +# FlashInfer TRT-LLM MoE kernels allocate their workspace (~4 GiB for this model) lazily +# after that. On 186 GiB GB200 parts 0.8 fills the card with KV cache and that workspace +# allocation OOMs at the first MoE forward; on 80 GiB H100 parts the model (29.5 GiB per +# TP rank) plus NCCL/Triton workspaces already take ~46 GiB, so 0.7 leaves no room for +# any KV cache at all. Pick the fraction from the device size. The ARC prompts are +# ~3k tokens and generation stops at 8192, so --max-model-len 16384 covers every request +# while cutting the profiled activation peak from ~11 GiB (a 262k-token prefill) to well +# under 1 GiB; at 0.8 the H100 KV budget was otherwise a ~6 GiB margin that CI has +# already fallen through once. +GPU_MEM_MIB=$(nvidia-smi --query-gpu=memory.total --format=csv,noheader,nounits 2>/dev/null | head -1 | tr -d ' ' || echo 0) +if [ "${GPU_MEM_MIB:-0}" -gt 120000 ]; then + GPU_MEM_UTIL=0.7 +else + GPU_MEM_UTIL=0.8 +fi + uv run --extra vllm coverage run -a --data-file="$PROJECT_ROOT/tests/.coverage" --source="$PROJECT_ROOT/nemo_rl" \ tools/model_diagnostics/2.long_generation_decode_vs_prefill.py \ --model nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-Base-BF16 \ --prompts arc \ --max-tokens 8192 \ --num-batches 4 \ + --max-model-len 16384 \ --tensor-parallel-size 2 \ + --gpu-memory-utilization "$GPU_MEM_UTIL" \ diff --git a/tests/test_suites/llm/grpo-qwen3-30ba3b-4n8g-megatron-qa-nvfp4.sh b/tests/test_suites/llm/grpo-qwen3-30ba3b-4n8g-megatron-qa-nvfp4.sh index 8868c423013..9439187de89 100755 --- a/tests/test_suites/llm/grpo-qwen3-30ba3b-4n8g-megatron-qa-nvfp4.sh +++ b/tests/test_suites/llm/grpo-qwen3-30ba3b-4n8g-megatron-qa-nvfp4.sh @@ -41,7 +41,12 @@ uv run tests/json_dump_tb_logs.py $LOG_DIR --output_path $JSON_METRICS # also produce very large token_mult_prob_error from a single long outlier, so # the multi-step Qwen3 performance tests keep ownership of that metric. grep -q "720 TensorQuantizers found in model" "$RUN_LOG" -grep -q "MegatronQuantPolicyWorker.*723 TensorQuantizers found in model" "$RUN_LOG" +# The Megatron worker only runs mtq.print_quant_summary ("N TensorQuantizers found in +# model") when it quantizes from scratch; when the cached quantized checkpoint +# (_modelopt_) exists it restores instead and only ModelOpt's +# "Inserted N quantizers" line is printed. Accept either so the assertion does not +# depend on the cluster's cache state. +grep -qE "MegatronQuantPolicyWorker.*(723 TensorQuantizers found in model|Inserted 723 quantizers)" "$RUN_LOG" MAX_RECORDED_STEP=$(jq -r 'if has("train/loss") then (."train/loss" | keys | map(tonumber) | max // 0) else 0 end' $JSON_METRICS) if [[ $MAX_RECORDED_STEP -lt $MAX_STEPS ]]; then diff --git a/tests/unit/models/automodel/test_automodel_checkpoint.py b/tests/unit/models/automodel/test_automodel_checkpoint.py index e51eba44d7e..101d3796cfc 100644 --- a/tests/unit/models/automodel/test_automodel_checkpoint.py +++ b/tests/unit/models/automodel/test_automodel_checkpoint.py @@ -1281,3 +1281,75 @@ def test_qwen_vl_vision_key_mapping_workaround_still_needed(): "workaround in nemo_rl/models/automodel/checkpoint.py is obsolete - remove it " "and this test." ) + + +def _manager_with_stub_config(monkeypatch): + """A manager whose Automodel config build is stubbed out (no process groups).""" + from nemo_rl.models.automodel import checkpoint as ckpt_mod + + built = {} + + class _StubConfig: + def __init__(self, **kwargs): + built["kwargs"] = kwargs + + def build(self, **kwargs): + return object() + + monkeypatch.setattr(ckpt_mod, "AutomodelCheckpointingConfig", _StubConfig) + manager = ckpt_mod.AutomodelCheckpointManager.__new__( + ckpt_mod.AutomodelCheckpointManager + ) + manager.checkpointer = None + manager.moe_mesh = None + manager._get_dp_rank = lambda: 0 + manager._get_tp_rank = lambda: 0 + return manager, built + + +@pytest.mark.automodel +def test_init_checkpointer_opts_async_daemons_into_the_prefix_store(monkeypatch): + """With the training store's address known, the DCP daemons must reuse it. + + torch's process-based async checkpointer otherwise has rank 0 bind a + freshly probed port for the daemons' GLOO group, which raced with other + port users on the CI nodes (EADDRINUSE at the first save). + """ + monkeypatch.setenv("MASTER_ADDR", "10.0.0.1") + monkeypatch.setenv("MASTER_PORT", "1401") + # setenv before delenv so monkeypatch records the variable's absence and + # removes the "1" init_checkpointer writes at teardown; delenv alone on an + # absent name records nothing and the value leaks into every later test. + monkeypatch.setenv("DCP_USE_PREFIX_STORE", "") + monkeypatch.delenv("DCP_USE_PREFIX_STORE") + manager, _ = _manager_with_stub_config(monkeypatch) + + manager.init_checkpointer(config_updates={"is_async": True}) + + assert os.environ["DCP_USE_PREFIX_STORE"] == "1" + + +@pytest.mark.automodel +def test_init_checkpointer_leaves_prefix_store_alone_without_master_env(monkeypatch): + monkeypatch.delenv("MASTER_ADDR", raising=False) + monkeypatch.delenv("MASTER_PORT", raising=False) + monkeypatch.delenv("DCP_USE_PREFIX_STORE", raising=False) + manager, _ = _manager_with_stub_config(monkeypatch) + + manager.init_checkpointer(config_updates={"is_async": True}) + + # torch asserts on MASTER_ADDR/MASTER_PORT in prefix-store mode; without them + # the default get_free_port path is the only one that can work. + assert "DCP_USE_PREFIX_STORE" not in os.environ + + +@pytest.mark.automodel +def test_init_checkpointer_respects_an_explicit_prefix_store_choice(monkeypatch): + monkeypatch.setenv("MASTER_ADDR", "10.0.0.1") + monkeypatch.setenv("MASTER_PORT", "1401") + monkeypatch.setenv("DCP_USE_PREFIX_STORE", "0") + manager, _ = _manager_with_stub_config(monkeypatch) + + manager.init_checkpointer(config_updates={"is_async": True}) + + assert os.environ["DCP_USE_PREFIX_STORE"] == "0" diff --git a/tests/unit/models/generation/test_deepseek_v4_fp8.py b/tests/unit/models/generation/test_deepseek_v4_fp8.py index d51c44d0729..389204fe7a0 100644 --- a/tests/unit/models/generation/test_deepseek_v4_fp8.py +++ b/tests/unit/models/generation/test_deepseek_v4_fp8.py @@ -29,15 +29,28 @@ def deepseek_v4_fp8(): @pytest.fixture def skip_tensors(): - """Guard the process-global reload skip list that prepare_refit mutates.""" - from vllm.model_executor.model_loader.reload.meta import SKIP_TENSORS - - original = set(SKIP_TENSORS) + """Guard the process-global reload skip lists that prepare_refit mutates.""" + from vllm.model_executor.model_loader.reload import meta + + guarded = [meta.SKIP_TENSORS] + skip_load = getattr(meta, "SKIP_LOAD_TENSORS", None) + if isinstance(skip_load, set) and skip_load is not meta.SKIP_TENSORS: + guarded.append(skip_load) + originals = [set(s) for s in guarded] try: - yield SKIP_TENSORS + yield meta.SKIP_TENSORS finally: - SKIP_TENSORS.clear() - SKIP_TENSORS.update(original) + for skip_set, original in zip(guarded, originals): + skip_set.clear() + skip_set.update(original) + + +@pytest.fixture +def skip_load_tensors(): + """vLLM 0.29's load-accounting skip set (same object as SKIP_TENSORS before it).""" + from vllm.model_executor.model_loader.reload import meta + + return getattr(meta, "SKIP_LOAD_TENSORS", meta.SKIP_TENSORS) class DeepSeekV4ForCausalLM(torch.nn.Module): @@ -52,6 +65,23 @@ def __init__(self): self.config = types.SimpleNamespace(model_type="deepseek_v3") +class PostLoadDeepSeekV4ForCausalLM(DeepSeekV4ForCausalLM): + """Mirrors vLLM >= 0.29: ``load_weights`` ends with the model-level hook.""" + + def __init__(self): + super().__init__() + self.post_load_calls = 0 + + def load_weights(self, weights): + for _ in weights: + pass + self.process_weights_after_loading() + return set() + + def process_weights_after_loading(self): + self.post_load_calls += 1 + + def test_is_model_detects_config_model_type(deepseek_v4_fp8): model = OtherForCausalLM() model.config = types.SimpleNamespace(model_type="deepseek_v4") @@ -282,7 +312,7 @@ def test_prepare_refit_restores_expert_stride_only( def test_prepare_refit_marks_expert_and_sink_tensors_for_immediate_load( - deepseek_v4_fp8, monkeypatch, skip_tensors + deepseek_v4_fp8, monkeypatch, skip_tensors, skip_load_tensors ): monkeypatch.setattr(deepseek_v4_fp8, "RoutedExperts", FakeRoutedExpertsLayer) layer = FakeRoutedExpertsLayer(weight_block_size=[2, 2]) @@ -291,12 +321,15 @@ def test_prepare_refit_marks_expert_and_sink_tensors_for_immediate_load( added_skip_tensors = deepseek_v4_fp8.prepare_refit(model) - assert "attn_sink" in skip_tensors - assert {"w13_weight", "w2_weight", "w13_weight_scale_inv"} <= skip_tensors + expected = {"attn_sink", "w13_weight", "w2_weight", "w13_weight_scale_inv"} + assert expected <= skip_tensors + # vLLM 0.29 only keeps a tensor out of the layer's load accounting (so the + # layer is not processed online) through SKIP_LOAD_TENSORS. + assert expected <= skip_load_tensors deepseek_v4_fp8.restore_refit(added_skip_tensors) - assert "attn_sink" not in skip_tensors - assert "w13_weight" not in skip_tensors + assert not expected & skip_tensors + assert not expected & skip_load_tensors def test_restore_refit_preserves_preexisting_global_skip_names( @@ -338,8 +371,99 @@ def test_refit_ignores_unquantized_routed_experts( added_skip_tensors = deepseek_v4_fp8.prepare_refit(model) - assert added_skip_tensors == {"attn_sink"} + assert added_skip_tensors.tensors == {"attn_sink"} + assert added_skip_tensors.load == {"attn_sink"} assert "w13_weight" not in skip_tensors deepseek_v4_fp8.finalize_refit(model) assert process_calls == [] deepseek_v4_fp8.restore_refit(added_skip_tensors) + + +def test_prepare_refit_defers_the_model_post_load_hook_until_finalize( + deepseek_v4_fp8, monkeypatch, skip_tensors +): + monkeypatch.setattr(deepseek_v4_fp8, "RoutedExperts", FakeRoutedExpertsLayer) + model = PostLoadDeepSeekV4ForCausalLM() + + added_skip_tensors = deepseek_v4_fp8.prepare_refit(model) + + # Buffer-sized load_weights calls stream while layers sit on meta; the + # hook must not run until every layer is materialized. + model.load_weights([]) + model.load_weights([]) + assert model.post_load_calls == 0 + + deepseek_v4_fp8.finalize_refit(model) + assert model.post_load_calls == 1 + # The shadow is gone, so a later full load runs the class hook itself. + model.load_weights([]) + assert model.post_load_calls == 2 + + deepseek_v4_fp8.restore_refit(added_skip_tensors, model) + assert "process_weights_after_loading" not in vars(model) + + +def test_restore_refit_lifts_the_post_load_shadow_after_a_failed_stream( + deepseek_v4_fp8, monkeypatch, skip_tensors +): + monkeypatch.setattr(deepseek_v4_fp8, "RoutedExperts", FakeRoutedExpertsLayer) + model = PostLoadDeepSeekV4ForCausalLM() + + added_skip_tensors = deepseek_v4_fp8.prepare_refit(model) + assert "process_weights_after_loading" in vars(model) + + # No finalize_refit: the stream failed before the lifecycle got there. + deepseek_v4_fp8.restore_refit(added_skip_tensors, model) + + assert "process_weights_after_loading" not in vars(model) + model.load_weights([]) + assert model.post_load_calls == 1 + + +def test_restore_refit_without_a_model_only_touches_skip_names( + deepseek_v4_fp8, monkeypatch, skip_tensors +): + monkeypatch.setattr(deepseek_v4_fp8, "RoutedExperts", FakeRoutedExpertsLayer) + model = PostLoadDeepSeekV4ForCausalLM() + + added_skip_tensors = deepseek_v4_fp8.prepare_refit(model) + deepseek_v4_fp8.restore_refit(added_skip_tensors) + + assert "attn_sink" not in skip_tensors + assert "process_weights_after_loading" in vars(model) + deepseek_v4_fp8.resume_model_post_load(model) + + +def test_suspend_model_post_load_ignores_models_without_the_hook(deepseek_v4_fp8): + model = DeepSeekV4ForCausalLM() + + deepseek_v4_fp8.suspend_model_post_load(model) + + assert "process_weights_after_loading" not in vars(model) + # Nothing to run at the end either; vLLM < 0.29 models have no hook. + deepseek_v4_fp8.finalize_refit(model) + + +def test_resume_model_post_load_keeps_a_foreign_instance_override(deepseek_v4_fp8): + model = PostLoadDeepSeekV4ForCausalLM() + calls = [] + model.process_weights_after_loading = lambda: calls.append("custom") + + deepseek_v4_fp8.suspend_model_post_load(model) + deepseek_v4_fp8.resume_model_post_load(model) + model.process_weights_after_loading() + + assert calls == ["custom"] + + +def test_vllm_layerwise_reload_keeps_two_distinct_skip_sets(): + """_layerwise_skip_sets falls back to one set when SKIP_LOAD_TENSORS is + absent; right for vLLM 0.25, silently wrong for a rename (experts get + counted and finalize_refit converts them twice). Pin the 0.29 shape.""" + from vllm.model_executor.model_loader.reload.meta import ( + SKIP_LOAD_TENSORS, + SKIP_TENSORS, + ) + + assert SKIP_LOAD_TENSORS is not SKIP_TENSORS + assert SKIP_LOAD_TENSORS <= SKIP_TENSORS diff --git a/tests/unit/models/generation/test_vllm_backend.py b/tests/unit/models/generation/test_vllm_backend.py index 2fb49a13d16..6d7e55fefe7 100644 --- a/tests/unit/models/generation/test_vllm_backend.py +++ b/tests/unit/models/generation/test_vllm_backend.py @@ -134,12 +134,20 @@ def _patch_vllm_postload(monkeypatch): def _make_mtp_refit_extension( - *, method="mtp", from_disk=False, has_drafter=True, draft_model_config=None + *, + method="mtp", + from_disk=False, + has_drafter=True, + draft_model_config=None, + runner="legacy", ): """Build an extension for exercising the MTP-refit drafter gating. The drafter here is fed from the refit stream (co-trained MTP layer), as opposed to the disk-load path built by ``_make_extension_with_drafter``. + ``runner`` picks where the fake model runner hangs the proposer: the legacy + GPUModelRunner's ``drafter`` or the v2 model runner's ``speculator`` + (vLLM >= 0.29 default); the other attribute is absent, as on the real runner. Returns: (ext, drafter_model): drafter_model is None when has_drafter is False. @@ -158,9 +166,11 @@ def _make_mtp_refit_extension( else SimpleNamespace(method=method, draft_model_config=draft_model_config) ) drafter_model = SimpleNamespace(load_weights=MagicMock()) if has_drafter else None + assert runner in ("legacy", "v2") + owner_attr = "drafter" if runner == "legacy" else "speculator" ext.model_runner = SimpleNamespace( vllm_config=SimpleNamespace(speculative_config=spec_config), - drafter=SimpleNamespace(model=drafter_model) if has_drafter else None, + **{owner_attr: SimpleNamespace(model=drafter_model) if has_drafter else None}, ) return ext, drafter_model @@ -1361,7 +1371,7 @@ def prepare_refit(loaded_model): meta.SKIP_TENSORS.add("attn_sink") return {"attn_sink"} - def restore_refit(added): + def restore_refit(added, model=None): call_order.append(("restore_experts", added)) meta.SKIP_TENSORS.difference_update(added) @@ -2168,7 +2178,10 @@ def test_load_mtp_weights_from_disk_without_drafter( ext = VllmInternalWorkerExtension.__new__(VllmInternalWorkerExtension) ext.device = torch.device("cpu") ext.model_runner = MagicMock() + # A runner without a drafter has neither proposer attribute; MagicMock would + # otherwise conjure a `speculator.model` for the v2-runner lookup. ext.model_runner.drafter = None + ext.model_runner.speculator = None ext._load_draft_weights = MagicMock() monkeypatch.setattr( "nemo_rl.models.generation.vllm.vllm_backend.get_pp_group", @@ -2413,6 +2426,72 @@ def test_mtp_drafter_refit_enabled(method, from_disk, has_drafter, expected): assert ext._mtp_drafter_refit_enabled() is expected +@pytest.mark.vllm +@pytest.mark.parametrize("runner", ["legacy", "v2"]) +@pytest.mark.parametrize("has_drafter", [True, False]) +def test_get_drafter_model_reads_either_runner(runner, has_drafter): + """The drafter is found under legacy ``drafter`` and v2 ``speculator`` alike. + + vLLM 0.29 made the v2 model runner the default and it keeps the proposer as + ``speculator``; reading only ``drafter`` left the co-trained MTP head on its + dummy load-time weights (0% acceptance on nemotron3-super). + """ + ext, drafter_model = _make_mtp_refit_extension( + method="mtp", from_disk=False, has_drafter=has_drafter, runner=runner + ) + + assert ext._get_drafter_model() is drafter_model + assert ext._mtp_drafter_refit_enabled() is has_drafter + + +@pytest.mark.vllm +def test_mtp_drafter_refit_enabled_warns_once_without_drafter(caplog): + """A co-trained MTP head with no drafter to feed is reported, once per worker.""" + ext, _ = _make_mtp_refit_extension(method="mtp", from_disk=False, has_drafter=False) + + with caplog.at_level( + "WARNING", logger="nemo_rl.models.generation.vllm.vllm_backend" + ): + assert ext._mtp_drafter_refit_enabled() is False + assert ext._mtp_drafter_refit_enabled() is False + + warnings = [ + r for r in caplog.records if "exposes no drafter model" in r.getMessage() + ] + assert len(warnings) == 1 + assert "model_runner.drafter / model_runner.speculator" in warnings[0].getMessage() + + +@pytest.mark.vllm +def test_installed_vllm_runners_keep_the_drafter_under_a_known_attribute(): + """Trip-wire: both installed vLLM model runners assign the proposer under a name + ``_get_drafter_model`` looks at, so a future rename fails here, not as 0% MTP + acceptance in a nightly.""" + import inspect + + from nemo_rl.models.generation.vllm.vllm_backend import ( + VllmInternalWorkerExtension, + ) + + pytest.importorskip("vllm") + from vllm.v1.worker import gpu_model_runner as legacy_runner_module + from vllm.v1.worker.gpu import model_runner as v2_runner_module + + known = VllmInternalWorkerExtension._DRAFTER_OWNER_ATTRS + for module in (legacy_runner_module, v2_runner_module): + source = inspect.getsource(module.GPUModelRunner) + assigned = { + attr for attr in ("drafter", "speculator") if f"self.{attr} = " in source + } + assert assigned, ( + f"{module.__name__}.GPUModelRunner assigns no proposer attribute" + ) + assert assigned <= set(known), ( + f"{module.__name__}.GPUModelRunner keeps the proposer under {assigned}, " + f"which _get_drafter_model does not read ({known})" + ) + + @pytest.mark.vllm @pytest.mark.parametrize("weights_from_refit", [False, True]) def test_configure_mtp_drafter_weight_source(weights_from_refit): @@ -2484,3 +2563,172 @@ def test_maybe_process_mtp_drafter_after_loading_noop_when_disk_loaded(monkeypat ext._maybe_process_mtp_drafter_after_loading() process_weights.assert_not_called() + + +class _FakeHfToVllmMapper: + """Stands in for vLLM's WeightsMapper: only `_map_name` is consulted.""" + + def __init__(self, renames: dict[str, str | None]) -> None: + self._renames = renames + + def _map_name(self, key: str) -> str | None: + return self._renames.get(key, key) + + +@pytest.mark.vllm +def test_drop_tied_embedding_aliases_removes_only_aliases_without_mapper(): + from nemo_rl.models.generation.vllm.vllm_backend import ( + _drop_tied_embedding_aliases, + ) + + weights = [ + ("model.embed_tokens.weight", "embed"), + ("lm_head.weight", "head"), + ("model.layers.0.mlp.up_proj.weight", "mlp"), + ] + kept = list( + _drop_tied_embedding_aliases( + weights, {"lm_head.weight": "model.embed_tokens.weight"}, mapper=None + ) + ) + assert kept == [weights[0], weights[2]] + + +@pytest.mark.vllm +def test_drop_tied_embedding_aliases_matches_on_vllm_names_via_mapper(): + """Gemma-style models alias `language_model.lm_head.weight` in vLLM names.""" + from nemo_rl.models.generation.vllm.vllm_backend import ( + _drop_tied_embedding_aliases, + ) + + mapper = _FakeHfToVllmMapper( + { + "lm_head.weight": "language_model.lm_head.weight", + "unused.weight": None, # a mapper may drop a weight entirely + } + ) + weights = [ + ("lm_head.weight", "head"), + ("unused.weight", "x"), + ("model.embed_tokens.weight", "embed"), + ] + kept = list( + _drop_tied_embedding_aliases( + weights, + { + "language_model.lm_head.weight": "language_model.model.embed_tokens.weight" + }, + mapper, + ) + ) + assert [name for name, _ in kept] == ["unused.weight", "model.embed_tokens.weight"] + + +@pytest.mark.vllm +def test_drop_tied_embedding_aliases_is_passthrough_without_aliases(): + from nemo_rl.models.generation.vllm.vllm_backend import ( + _drop_tied_embedding_aliases, + ) + + weights = [("lm_head.weight", "head")] + assert list(_drop_tied_embedding_aliases(weights, {}, mapper=None)) == weights + + +@pytest.mark.vllm +def test_load_weights_drops_tied_lm_head_before_vllm_load(monkeypatch): + """The alias never reaches load_weights; the MTP drafter still sees it.""" + from nemo_rl.models.generation.vllm import vllm_backend + from nemo_rl.models.generation.vllm.quantization import fp8 + + loaded = [] + ext = vllm_backend.VllmInternalWorkerExtension.__new__( + vllm_backend.VllmInternalWorkerExtension + ) + ext.model_runner = SimpleNamespace( + model=SimpleNamespace(load_weights=lambda *, weights: loaded.extend(weights)), + vllm_config=SimpleNamespace( + model_config=SimpleNamespace(architectures=["Qwen2ForCausalLM"]) + ), + ) + ext._load_draft_weights = MagicMock() + ext._maybe_refit_mtp_drafter = MagicMock() + monkeypatch.setattr(fp8, "is_fp8_model", lambda _: False) + monkeypatch.setattr( + vllm_backend, + "_tied_embedding_aliases", + lambda model: {"lm_head.weight": "model.embed_tokens.weight"}, + ) + weights = [ + ("model.layers.0.mlp.up_proj.weight", "mlp"), + ("lm_head.weight", "head"), + ] + + ext._load_weights(weights) + + assert [key for key, _ in loaded] == ["model.layers.0.mlp.up_proj.weight"] + ext._maybe_refit_mtp_drafter.assert_called_once_with(weights) + + +@pytest.mark.vllm +def test_load_weights_keeps_everything_when_vllm_reports_no_aliases(monkeypatch): + from nemo_rl.models.generation.vllm import vllm_backend + from nemo_rl.models.generation.vllm.quantization import fp8 + + loaded = [] + ext = vllm_backend.VllmInternalWorkerExtension.__new__( + vllm_backend.VllmInternalWorkerExtension + ) + ext.model_runner = SimpleNamespace( + model=SimpleNamespace(load_weights=lambda *, weights: loaded.extend(weights)), + vllm_config=SimpleNamespace( + model_config=SimpleNamespace(architectures=["Qwen2ForCausalLM"]) + ), + ) + ext._load_draft_weights = MagicMock() + ext._maybe_refit_mtp_drafter = MagicMock() + monkeypatch.setattr(fp8, "is_fp8_model", lambda _: False) + monkeypatch.setattr(vllm_backend, "_tied_embedding_aliases", lambda model: {}) + weights = [("lm_head.weight", "head"), ("model.embed_tokens.weight", "embed")] + + ext._load_weights(weights) + + assert loaded == weights + + +@pytest.mark.vllm +def test_prepare_reload_weight_iterator_drops_tied_aliases(monkeypatch): + from nemo_rl.models.generation.vllm import vllm_backend + from nemo_rl.models.generation.vllm.quantization import fp8 + + ext = vllm_backend.VllmInternalWorkerExtension.__new__( + vllm_backend.VllmInternalWorkerExtension + ) + ext.model_runner = SimpleNamespace( + model=SimpleNamespace(), + vllm_config=SimpleNamespace( + model_config=SimpleNamespace(architectures=["Qwen2ForCausalLM"]) + ), + ) + monkeypatch.setattr(fp8, "is_fp8_model", lambda _: False) + monkeypatch.setattr( + vllm_backend, + "_tied_embedding_aliases", + lambda model: {"lm_head.weight": "model.embed_tokens.weight"}, + ) + weights = iter([("lm_head.weight", "head"), ("model.norm.weight", "norm")]) + + kept = list(ext._prepare_reload_weight_iterator(weights)) + + assert kept == [("model.norm.weight", "norm")] + + +@pytest.mark.vllm +def test_vllm_exposes_the_tied_embedding_detector_the_refit_filter_relies_on(): + """If upstream renames it, `_tied_embedding_aliases` silently returns {} and + tied-embedding refits regress to the 0.29 alias assertion.""" + from vllm.model_executor.models.utils import ( # noqa: F401 + AutoWeightsLoader, + _get_tied_embedding_params, + ) + + assert hasattr(AutoWeightsLoader, "_check_skipped_aliases") diff --git a/tests/unit/models/generation/test_vllm_backend_deepseek_v4.py b/tests/unit/models/generation/test_vllm_backend_deepseek_v4.py index aa3c772847c..822a31a4897 100644 --- a/tests/unit/models/generation/test_vllm_backend_deepseek_v4.py +++ b/tests/unit/models/generation/test_vllm_backend_deepseek_v4.py @@ -144,7 +144,7 @@ def test_weight_update_lifecycle_uses_layerwise_reload_for_deepseek_v4_fp8( monkeypatch.setattr( deepseek_v4_fp8, "restore_refit", - lambda added: call_order.append(("restore_refit", added)), + lambda added, model: call_order.append(("restore_refit", added, model)), ) monkeypatch.setattr( vllm_reload, @@ -188,7 +188,7 @@ def test_weight_update_lifecycle_uses_layerwise_reload_for_deepseek_v4_fp8( ("hpc", model), ("mtp", None), ("sync", None), - ("restore_refit", {"attn_sink"}), + ("restore_refit", {"attn_sink"}, model), ] @@ -219,7 +219,9 @@ def test_deepseek_v4_layerwise_failure_restores_global_state(monkeypatch): monkeypatch.setattr(vllm_reload, "initialize_layerwise_reload", lambda _model: None) monkeypatch.setattr(deepseek_v4_fp8, "prepare_refit", lambda _model: {"attn_sink"}) monkeypatch.setattr( - deepseek_v4_fp8, "restore_refit", lambda added: restored.append(added) + deepseek_v4_fp8, + "restore_refit", + lambda added, model: restored.append((added, model)), ) failure = RuntimeError("stream failed") @@ -229,7 +231,7 @@ def test_deepseek_v4_layerwise_failure_restores_global_state(monkeypatch): assert ext._nrl_layerwise_reload_failure is failure assert ext._nrl_layerwise_reload_active is False - assert restored == [{"attn_sink"}] + assert restored == [({"attn_sink"}, ext.model_runner.model)] @pytest.mark.parametrize("context_name", ["config", "device"]) @@ -271,7 +273,9 @@ def __exit__(self, *_args): vllm_backend.torch, "device", lambda _device: FailingContext() ) monkeypatch.setattr( - deepseek_v4_fp8, "restore_refit", lambda added: restored.append(added) + deepseek_v4_fp8, + "restore_refit", + lambda added, model: restored.append((added, model)), ) with pytest.raises(RuntimeError, match="context entry failed") as exc_info: @@ -281,7 +285,8 @@ def __exit__(self, *_args): assert exc_info.value is failure assert ext._nrl_layerwise_reload_failure is failure assert ext._nrl_layerwise_reload_active is False - assert restored == [set()] + # prepare_refit never ran, so nothing was added to the skip lists. + assert restored == [(deepseek_v4_fp8.SkipNames(), ext.model_runner.model)] def test_weight_update_lifecycle_keeps_full_post_load_for_non_deepseek_models( diff --git a/tests/unit/models/generation/test_vllm_chat_template_wiring.py b/tests/unit/models/generation/test_vllm_chat_template_wiring.py index e823d26d5fd..82f065fceef 100644 --- a/tests/unit/models/generation/test_vllm_chat_template_wiring.py +++ b/tests/unit/models/generation/test_vllm_chat_template_wiring.py @@ -86,6 +86,7 @@ def _install_fake_vllm(monkeypatch): "vllm.entrypoints.openai.engine", "vllm.entrypoints.openai.models", "vllm.entrypoints.serve", + "vllm.entrypoints.serve.engine", "vllm.entrypoints.serve.tokenize", "vllm.reasoning", "vllm.renderers", @@ -116,10 +117,17 @@ def placeholder(name): "vllm.entrypoints.openai.chat_completion.serving", OpenAIServingChat=_OpenAIServingChat, ) + # vLLM 0.29 moved the engine protocol out of the openai package + # (vllm-project/vllm#54492); NeMo-RL imports ErrorResponse from the new + # location, the old one is kept for the openai-side consumers. module( "vllm.entrypoints.openai.engine.protocol", ErrorResponse=placeholder("ErrorResponse"), ) + module( + "vllm.entrypoints.serve.engine.protocol", + ErrorResponse=placeholder("ErrorResponse"), + ) module( "vllm.entrypoints.openai.models.protocol", BaseModelPath=lambda **kwargs: kwargs, diff --git a/tests/unit/models/generation/test_vllm_fp8_quantization.py b/tests/unit/models/generation/test_vllm_fp8_quantization.py index c59bf4a8da9..d255e18b3d1 100644 --- a/tests/unit/models/generation/test_vllm_fp8_quantization.py +++ b/tests/unit/models/generation/test_vllm_fp8_quantization.py @@ -345,7 +345,9 @@ def test_init_fp8_keeps_mixed_recipe_boundary_targets_in_bf16( quant_config = vllm_kwargs["hf_overrides"]["quantization_config"] modelopt_config = ModelOptMxFp8Config.from_config(quant_config) mapper = WeightsMapper(orig_to_new_prefix=recipe_case.mapper_prefixes) - modelopt_config.apply_vllm_mapper(mapper.get_unstacked_mapper()) + # vLLM 0.29 renamed WeightsMapper.get_unstacked_mapper -> get_rename_mapper; + # this mirrors what vLLM's model loader passes to apply_vllm_mapper. + modelopt_config.apply_vllm_mapper(mapper.get_rename_mapper()) modelopt_config.packed_modules_mapping.update( {"qkv_proj": ["q_proj", "k_proj", "v_proj"]} ) @@ -1215,7 +1217,6 @@ def make_kernel(**kwargs): "fp8_backend": Fp8MoeBackend.FLASHINFER_TRTLLM, "experts_cls": experts_cls, "routing_tables": (None, None, None), - "layer": layer, } @@ -2412,7 +2413,12 @@ def make_kernel(*, moe_quant_config, **_kwargs): layer.w13_input_scale = None layer.w2_input_scale = None layer._expert_routing_tables = lambda: None - layer.moe_config = types.SimpleNamespace(has_bias=False) + # vLLM 0.29's Fp8MoEMethod.__init__ refines the block shape from the MoE + # config (intermediate_size_per_partition / tp_size / hidden_dim); sizes + # divisible by the [2, 2] block keep the checkpoint block shape. + layer.moe_config = types.SimpleNamespace( + has_bias=False, intermediate_size_per_partition=4, tp_size=1, hidden_dim=4 + ) layer.quant_method = method = vllm_fp8.Fp8MoEMethod( vllm_fp8.Fp8Config(is_checkpoint_fp8_serialized=True, weight_block_size=[2, 2]), layer, @@ -2658,3 +2664,105 @@ def test_load_weights_expands_grouped_experts_for_fp8_layers( assert weight.shape == shape assert scale.shape == (shape[0] // 128, shape[1] // 128) _assert_dequant_close(weight, scale, source[eid]) + + +def _deepseek_v4_lookup_model(): + """A DeepSeek V4-shaped model with vLLM 0.29's ambiguous packed mapping.""" + from vllm.model_executor.models.utils import WeightsMapper + + class Attn(torch.nn.Module): + def __init__(self): + super().__init__() + self.fused_wqa_wkv = torch.nn.Linear(4, 4, bias=False) + + class Compressor(torch.nn.Module): + def __init__(self): + super().__init__() + self.fused_wkv_wgate = torch.nn.Linear(4, 4, bias=False) + + class Layer(torch.nn.Module): + def __init__(self): + super().__init__() + self.attn = Attn() + self.compressor = Compressor() + + class Decoder(torch.nn.Module): + def __init__(self): + super().__init__() + self.layers = torch.nn.ModuleList([Layer()]) + + class Model(torch.nn.Module): + # vLLM 0.29 DeepseekV4ForCausalLM: ``wkv`` is a shard of two fused modules. + packed_modules_mapping = { + "fused_wqa_wkv": ["wq_a", "wkv"], + "fused_wkv_wgate": ["wkv", "wgate"], + } + + def __init__(self): + super().__init__() + self.config = types.SimpleNamespace(model_type="deepseek_v4") + self.hf_to_vllm_mapper = WeightsMapper() + self.model = Decoder() + + return Model() + + +@pytest.mark.parametrize( + ("param_name", "expected_attr"), + [ + ("model.layers.0.attn.wkv.weight", "attn.fused_wqa_wkv"), + ("model.layers.0.attn.wq_a.weight", "attn.fused_wqa_wkv"), + ("model.layers.0.compressor.wkv.weight", "compressor.fused_wkv_wgate"), + ("model.layers.0.compressor.wgate.weight", "compressor.fused_wkv_wgate"), + ], +) +def test_get_module_resolves_shards_shared_by_two_fused_modules( + fp8_module, param_name, expected_attr +): + """A leaf shard listed under two fused modules is resolved by its parent. + + vLLM 0.29 added ``packed_modules_mapping`` to DeepseekV4ForCausalLM with + ``wkv`` under both ``fused_wqa_wkv`` and ``fused_wkv_wgate``; resolving the + leaf alone sent ``attn.wkv`` to ``attn.fused_wkv_wgate`` (which does not + exist), so the weight was treated as non-fp8 and refit unquantized. + """ + model = _deepseek_v4_lookup_model() + layer = model.model.layers[0] + expected = layer + for part in expected_attr.split("."): + expected = getattr(expected, part) + + module = fp8_module.get_module_from_param_name(model, param_name) + + assert module is expected + + +def test_get_module_still_uses_unambiguous_packed_mapping(fp8_module): + class Attn(torch.nn.Module): + def __init__(self): + super().__init__() + self.qkv_proj = torch.nn.Linear(4, 4, bias=False) + + class Layer(torch.nn.Module): + def __init__(self): + super().__init__() + self.self_attn = Attn() + + class Decoder(torch.nn.Module): + def __init__(self): + super().__init__() + self.layers = torch.nn.ModuleList([Layer()]) + + class Model(torch.nn.Module): + packed_modules_mapping = {"qkv_proj": ["q_proj", "k_proj", "v_proj"]} + + def __init__(self): + super().__init__() + self.config = types.SimpleNamespace(model_type="llama") + self.model = Decoder() + + model = Model() + module = fp8_module.get_module_from_param_name( + model, "model.layers.0.self_attn.k_proj.weight" + ) + assert module is model.model.layers[0].self_attn.qkv_proj diff --git a/tests/unit/models/generation/test_vllm_generation.py b/tests/unit/models/generation/test_vllm_generation.py index e69e4efe5ec..c9f9a147bc3 100644 --- a/tests/unit/models/generation/test_vllm_generation.py +++ b/tests/unit/models/generation/test_vllm_generation.py @@ -743,6 +743,7 @@ def _install_fake_vllm_openai_modules(monkeypatch): "vllm.entrypoints.openai.engine", "vllm.entrypoints.openai.models", "vllm.entrypoints.serve", + "vllm.entrypoints.serve.engine", "vllm.entrypoints.serve.tokenize", "vllm.reasoning", "vllm.renderers", @@ -830,6 +831,11 @@ class ReasoningParserManager: "vllm.entrypoints.openai.engine.protocol", ErrorResponse=type("ErrorResponse", (), {}), ) + # vLLM 0.29 location of the engine protocol (vllm-project/vllm#54492). + make_module( + "vllm.entrypoints.serve.engine.protocol", + ErrorResponse=type("ErrorResponse", (), {}), + ) make_module( "vllm.entrypoints.openai.models.protocol", BaseModelPath=BaseModelPath, @@ -2815,6 +2821,8 @@ def _standardize(d: dict) -> dict: # Remove version-dependent fields that vLLM may or may not include d.pop("ec_transfer_params", None) + # vLLM 0.29 added `completion_tokens_details` to UsageInfo. + d.get("usage", {}).pop("completion_tokens_details", None) message = d["choices"][0]["message"] for key in ("reasoning", "reasoning_content"): message.pop(key, None) @@ -4168,3 +4176,28 @@ def test_vllm_megatron_weight_update_with_packing(cluster, test_input_data): megatron_policy.shutdown() if vllm_generation: vllm_generation.shutdown() + + +def test_async_vllm_http_client_forwards_admission_checks() -> None: + """vLLM 0.29's serving layer calls check_admission before every response.""" + calls = [] + + class Overflow(RuntimeError): + pass + + class FakeEngine: + model_config = renderer = input_processor = vllm_config = None + + def check_admission(self, n=1, request_id=None): + calls.append((n, request_id)) + if n > 2: + raise Overflow("queue full") + + client = _AsyncLLMHTTPClient(FakeEngine(), asyncio.new_event_loop()) + + client.check_admission(1) + client.check_admission(2, request_id="req-2") + with pytest.raises(Overflow): + client.check_admission(3, request_id="req-3") + + assert calls == [(1, None), (2, "req-2"), (3, "req-3")] diff --git a/tests/unit/models/generation/test_vllm_import_targets.py b/tests/unit/models/generation/test_vllm_import_targets.py new file mode 100644 index 00000000000..96a024bf816 --- /dev/null +++ b/tests/unit/models/generation/test_vllm_import_targets.py @@ -0,0 +1,120 @@ +# Copyright (c) 2026, NVIDIA CORPORATION. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +"""Every `from vllm... import X` in the generation workers must resolve. + +The vLLM workers import most of vLLM lazily, inside methods that only run on a +GPU actor, so a module that upstream moves (``ErrorResponse`` left +``vllm.entrypoints.openai.engine.protocol`` in 0.29, vllm-project/vllm#54492) +is invisible to the unit suite and only shows up as a ``ModuleNotFoundError`` +in a multi-node nightly. This walks the source with ``ast`` and performs the +same imports against the installed vLLM. +""" + +import ast +import importlib +from pathlib import Path + +import pytest + +pytestmark = pytest.mark.vllm + +# tests/unit/models/generation/ -> parents[4] is the repo root. +_REPO_ROOT = Path(__file__).resolve().parents[4] +# All three trees import vLLM lazily inside GPU-only methods: the vLLM +# generation workers, the Dynamo generation worker, and the ModelOpt fakequant / +# real-quant refit backends. +_GENERATION_DIRS = ( + _REPO_ROOT / "nemo_rl/models/generation/vllm", + _REPO_ROOT / "nemo_rl/models/generation/dynamo", + _REPO_ROOT / "nemo_rl/modelopt/models/generation", +) +_SOURCES = sorted(p for d in _GENERATION_DIRS for p in d.rglob("*.py")) +assert _SOURCES, f"no sources found under {_GENERATION_DIRS}" + + +_IMPORT_GUARDS = {"ImportError", "ModuleNotFoundError", "Exception"} + + +def _catches_import_error(handler: ast.ExceptHandler) -> bool: + if handler.type is None: + return True + names = handler.type.elts if isinstance(handler.type, ast.Tuple) else [handler.type] + return any( + isinstance(n, ast.Name) + and n.id in _IMPORT_GUARDS + or isinstance(n, ast.Attribute) + and n.attr in _IMPORT_GUARDS + for n in names + ) + + +def _guarded_import_lines(tree: ast.AST) -> set[int]: + """Lines of imports inside a ``try`` that catches ImportError. + + Those are deliberate version fallbacks (``try: new path / except + ImportError: old path``); by construction one branch does not resolve on + any given vLLM, so only the unguarded imports are checked. + """ + lines: set[int] = set() + for node in ast.walk(tree): + if not isinstance(node, ast.Try): + continue + if not any(_catches_import_error(h) for h in node.handlers): + continue + for region in (node.body, *(h.body for h in node.handlers)): + for stmt in region: + for sub in ast.walk(stmt): + if isinstance(sub, ast.ImportFrom): + lines.add(sub.lineno) + return lines + + +def _vllm_import_froms(path: Path) -> list[tuple[int, str, list[str]]]: + tree = ast.parse(path.read_text()) + guarded = _guarded_import_lines(tree) + found = [] + for node in ast.walk(tree): + if ( + isinstance(node, ast.ImportFrom) + and node.module + and node.module.split(".")[0] == "vllm" + and node.level == 0 + and node.lineno not in guarded + ): + found.append((node.lineno, node.module, [a.name for a in node.names])) + return found + + +@pytest.mark.parametrize( + "source", _SOURCES, ids=[str(p.relative_to(_REPO_ROOT)) for p in _SOURCES] +) +def test_vllm_import_targets_resolve(source: Path): + failures = [] + for lineno, module, names in _vllm_import_froms(source): + try: + mod = importlib.import_module(module) + except ImportError as exc: # module gone or renamed + failures.append(f"{source.name}:{lineno}: import {module}: {exc}") + continue + for name in names: + if name == "*": + continue + if not hasattr(mod, name): + # `from pkg import submodule` is legal without an attribute. + try: + importlib.import_module(f"{module}.{name}") + except ImportError: + failures.append(f"{source.name}:{lineno}: {module} has no {name!r}") + assert not failures, "\n".join(failures) diff --git a/tests/unit/models/generation/test_vllm_message_queue_port.py b/tests/unit/models/generation/test_vllm_message_queue_port.py index b4ff6688251..b91be0616af 100644 --- a/tests/unit/models/generation/test_vllm_message_queue_port.py +++ b/tests/unit/models/generation/test_vllm_message_queue_port.py @@ -14,7 +14,8 @@ """Regression tests for the MessageQueue remote-socket bind patch (RL-1111). -``MessageQueue.__init__`` picks the port for its remote (TCP) socket with +vLLM 0.28 binds port zero directly and ignores the engine's reserved band. +The patch restores band selection with retries. Older versions picked a port with ``get_open_port()``, which binds a probe socket, *releases it*, and returns the number; ZMQ only binds the port for real several statements later. Every ``RayWorkerProc`` on a non-driver node takes ``n_local_reader=0`` and so needs @@ -48,8 +49,7 @@ _VLLM_MQ_SOURCE = "distributed/device_communicators/shm_broadcast.py" _MARKER = "_nrl_bind_attempts" -# Enough concurrent binders that a lost race is essentially certain: unpatched, -# this leaves 6 of 8 workers dead. +# Exercise concurrent binders sharing the same reserved port band. _RACERS = 8 _LOOPBACK = "127.0.0.1" @@ -204,13 +204,18 @@ def test_probe_releases_the_port_it_returns(reserved_band): assert get_open_port() == get_open_port() == reserved_band -def test_unpatched_message_queue_loses_the_port_race(pristine_source, reserved_band): - """Documents the bug: concurrent workers collide on one port.""" +def test_unpatched_message_queue_ignores_reserved_band(pristine_source, reserved_band): + """vLLM 0.28 avoids bind races by asking the OS for ephemeral ports.""" + from nemo_rl.distributed.virtual_cluster import DEFAULT_VLLM_PORTS_PER_ENGINE + outcomes = _race(_load_message_queue(pristine_source)) - failures = [outcome for outcome in outcomes if outcome.startswith("ERROR")] - if not failures: - pytest.skip("the port race did not materialize on this machine") - assert any("Address already in use" in failure for failure in failures) + assert not [outcome for outcome in outcomes if outcome.startswith("ERROR")] + ports = [int(outcome.rsplit(":", 1)[1]) for outcome in outcomes] + assert len(set(ports)) == _RACERS + assert any( + not reserved_band <= port < reserved_band + DEFAULT_VLLM_PORTS_PER_ENGINE + for port in ports + ), f"all ephemeral ports unexpectedly landed in the reserved band: {ports}" def test_patched_message_queue_survives_the_port_race(patched_source, reserved_band): diff --git a/tests/unit/models/generation/test_vllm_modelopt_real_quant_config.py b/tests/unit/models/generation/test_vllm_modelopt_real_quant_config.py index 1ecf23bf5fd..d15152bf6df 100644 --- a/tests/unit/models/generation/test_vllm_modelopt_real_quant_config.py +++ b/tests/unit/models/generation/test_vllm_modelopt_real_quant_config.py @@ -1185,6 +1185,9 @@ def make_model(expert_map): ) == "loaded" ) + # Per-expert 2-D shards, never one batched 3-D tensor under expert 0: a + # non-gated model has no fused mapping, so vLLM's fused branch would keep + # only chunk(2, dim=1)[0] of every expert (the nanov3 w4a16 3/4 failure). assert [name for name, _ in batched_forwarded] == [ f"{prefix}.experts.0.up_proj.weight", f"{prefix}.experts.1.up_proj.weight", diff --git a/tests/unit/models/generation/test_vllm_nvfp4_pertoken.py b/tests/unit/models/generation/test_vllm_nvfp4_pertoken.py index 192a1a22460..4c72d7fb374 100644 --- a/tests/unit/models/generation/test_vllm_nvfp4_pertoken.py +++ b/tests/unit/models/generation/test_vllm_nvfp4_pertoken.py @@ -832,3 +832,171 @@ def reload_weights(**kwargs): assert not extension._quantizer._pending printed = capsys.readouterr().out assert "[nvfp4_pertoken] refit: quantized 1 expert weight groups" in printed + + +def test_host_captured_experts_cls_disables_in_kernel_capture_for_monolithic( + nvfp4_module, +): + """vLLM 0.29 binds routed-experts capture to the experts object of monolithic + kernels; the per-token method rebuilds that object on every refit, so it must + report no in-kernel capture and let the router hook (vLLM 0.26's path) capture.""" + M = nvfp4_module + + class Monolithic: + @staticmethod + def is_monolithic() -> bool: + return True + + def supports_routing_replay_capture(self) -> bool: + return True + + def __init__(self, **kwargs): + self.kwargs = kwargs + + wrapped = M.host_captured_experts_cls(Monolithic) + assert wrapped is not Monolithic + assert issubclass(wrapped, Monolithic) + assert wrapped.is_monolithic() + assert wrapped.__name__ == "HostCapturedMonolithic" + instance = wrapped(moe_config="cfg", per_token_activation=True) + assert instance.supports_routing_replay_capture() is False + assert instance.kwargs == {"moe_config": "cfg", "per_token_activation": True} + # Cached so repeated kernel rebuilds keep one class identity. + assert M.host_captured_experts_cls(Monolithic) is wrapped + + +def test_host_captured_experts_cls_leaves_modular_kernels_alone(nvfp4_module): + M = nvfp4_module + + class Modular: + @staticmethod + def is_monolithic() -> bool: + return False + + def supports_routing_replay_capture(self) -> bool: + return True + + assert M.host_captured_experts_cls(Modular) is Modular + + +def test_per_token_method_uses_host_captured_experts(nvfp4_module): + """The real vLLM TRT-LLM monolithic experts class is what the wrapper wraps.""" + M = nvfp4_module + from vllm.model_executor.layers.fused_moe.experts.trtllm_nvfp4_moe import ( + TrtLlmNvFp4ExpertsMonolithic, + ) + + wrapped = M.host_captured_experts_cls(TrtLlmNvFp4ExpertsMonolithic) + assert issubclass(wrapped, TrtLlmNvFp4ExpertsMonolithic) + assert wrapped.is_monolithic() + assert "TrtLlmNvFp4ExpertsMonolithic" in wrapped.__name__ + assert wrapped.supports_routing_replay_capture(object.__new__(wrapped)) is False + + +def test_per_token_method_rebuilds_kernel_through_the_installed_vllm_signature( + nvfp4_module, monkeypatch +): + """The per-refit kernel rebuild must call vLLM's factory as vLLM 0.29 defines it. + + 0.29 dropped the ``layer`` kwarg (the te_nvfp4_pertoken recipe died with + ``TypeError: unexpected keyword argument 'layer'``) and binds routed-experts + capture to the experts object, so the rebuilt kernel has to use the + host-captured experts class. Binding the recorded kwargs to the installed + factory's signature turns the next upstream signature change into a unit + failure instead of a GPU-job failure. + """ + import inspect + + M = nvfp4_module + from vllm.model_executor.layers.fused_moe.experts.trtllm_nvfp4_moe import ( + TrtLlmNvFp4ExpertsMonolithic, + ) + from vllm.model_executor.layers.fused_moe.oracle.nvfp4 import ( + NvFp4MoeBackend, + make_nvfp4_moe_kernel, + ) + + # vLLM's ModelOptNvFp4FusedMoE.__init__ probes the GPU for a backend; stand in + # for it with the attributes the per-token subclass reads. + def fake_parent_init(self, quant_config, moe_config): + self.moe = moe_config + self.use_a16 = False + self.nvfp4_backend = NvFp4MoeBackend.FLASHINFER_TRTLLM + self.experts_cls = TrtLlmNvFp4ExpertsMonolithic + + monkeypatch.setattr(M.ModelOptNvFp4FusedMoE, "__init__", fake_parent_init) + method = M.ModelOptNvFp4PerTokenFusedMoE( + quant_config=None, moe_config=types.SimpleNamespace(is_act_and_mul=True) + ) + # __init__ swaps in the wrapper that reports no in-kernel capture. + assert issubclass(method.experts_cls, TrtLlmNvFp4ExpertsMonolithic) + assert method.experts_cls is not TrtLlmNvFp4ExpertsMonolithic + assert ( + method.experts_cls.supports_routing_replay_capture( + object.__new__(method.experts_cls) + ) + is False + ) + + signature = inspect.signature(make_nvfp4_moe_kernel) + calls = [] + + def recording_make_kernel(**kwargs): + signature.bind(**kwargs) # TypeError on any kwarg the installed vLLM lacks + calls.append(kwargs) + return types.SimpleNamespace( + fused_experts=types.SimpleNamespace( + process_weights_after_loading=lambda layer: None + ) + ) + + monkeypatch.setattr(M, "make_nvfp4_moe_kernel", recording_make_kernel) + monkeypatch.setattr( + M, + "convert_to_nvfp4_moe_kernel_format", + lambda **kw: tuple( + kw[k] + for k in ( + "w13", + "w13_scale", + "w13_scale_2", + "a13_scale", + "w2", + "w2_scale", + "w2_scale_2", + "a2_scale", + ) + ), + ) + monkeypatch.setattr( + M.ModelOptNvFp4PerTokenFusedMoE, + "get_fused_moe_quant_config", + lambda self, layer: "quant-config", + ) + + layer = torch.nn.Module() + num_experts = 2 + for name, shape in { + "w13_weight": (num_experts, 8, 4), + "w13_weight_scale": (num_experts, 8, 1), + "w13_weight_scale_2": (num_experts, 2), + "w13_input_scale": (num_experts,), + "w2_weight": (num_experts, 4, 4), + "w2_weight_scale": (num_experts, 4, 1), + "w2_weight_scale_2": (num_experts,), + "w2_input_scale": (num_experts,), + }.items(): + layer.register_parameter( + name, torch.nn.Parameter(torch.zeros(shape), requires_grad=False) + ) + layer._expert_routing_tables = lambda: ("routing-tables",) + + method.process_weights_after_loading(layer) + + assert len(calls) == 1 + kwargs = calls[0] + assert kwargs["experts_cls"] is method.experts_cls + assert kwargs["per_token_activation"] is True + assert kwargs["backend"] is NvFp4MoeBackend.FLASHINFER_TRTLLM + assert kwargs["routing_tables"] == ("routing-tables",) + assert kwargs["moe_quant_config"] == "quant-config" diff --git a/tests/unit/models/generation/test_vllm_patches.py b/tests/unit/models/generation/test_vllm_patches.py index 86d746786da..f3e98ea9c9b 100644 --- a/tests/unit/models/generation/test_vllm_patches.py +++ b/tests/unit/models/generation/test_vllm_patches.py @@ -29,9 +29,6 @@ ``RAY_ENABLE_UV_RUN_RUNTIME_ENV`` and every user ``extra_env_vars`` to the Ray workers. Being additive rather than clobbering is the whole point of the rewrite, and it is pure string handling, so it is cheap to pin. -* the MiniMax-M3 top-k patch must update both the indexer writer and sparse - attention reader together. Its tests pin both vLLM 0.25.1 source anchors and - ensure an unknown source cannot leave a half-applied layout change. * ``modelopt_moe_amax_aliases`` adapts nested ModelOpt buffers to vLLM's MoE refit loader. Its lifecycle and installed-loader compatibility are checked here, alongside the source patches. @@ -42,7 +39,6 @@ import os import sys import types -from pathlib import Path from types import SimpleNamespace import pytest @@ -67,19 +63,6 @@ _GLM_DSA_SOURCE = "model_executor/models/deepseek_v2.py" _GLM_DSA_PATCH_FN = "_patch_vllm_glm_decoder_sequence_parallel_moe" _GLM_DSA_MARKER = 'getattr(config, "model_type", None) != "glm_moe_dsa"' -_MINIMAX_M3_PATCH_FN = "_patch_vllm_minimax_m3_topk_buffer_layout" -_MINIMAX_M3_SOURCES = { - "models/minimax_m3/common/indexer.py": ( - "indexer_old_snippet", - "indexer_new_snippet", - ), - "models/minimax_m3/common/sparse_attention.py": ( - "sparse_attention_old_snippet", - "sparse_attention_new_snippet", - ), -} -_MINIMAX_M3_INDEXER_MARKER = "buf_htk = (" -_MINIMAX_M3_SPARSE_ATTN_MARKER = "else topk_buffer[:num_tokens].transpose(0, 1)" _NEMOTRON_H_SOURCE = """import torch from torch import nn @@ -159,6 +142,11 @@ def compute_logits(self, hidden_states): _MOE_SOURCE = "model_executor/layers/fused_moe/runner/moe_runner.py" _MOE_PATCH_FN = "_patch_vllm_moe_routed_experts_capture" _MOE_MARKER = "NeMo-RL patch (routed-experts capture for router replay)" +_CAPTURER_SOURCE = "model_executor/layers/fused_moe/routed_experts_capturer.py" +_CAPTURER_PATCH_FN = "_patch_vllm_routed_experts_capture_router_fallback" +_CAPTURER_MARKER = ( + "NeMo-RL patch (router fallback for monolithic routed-experts capture)" +) @pytest.fixture @@ -347,37 +335,6 @@ def patched_glm_dsa_source(tmp_path, monkeypatch): return copied -@pytest.fixture -def patched_minimax_m3_sources(tmp_path, monkeypatch): - """Installed MiniMax-M3 sources, restored to 0.25.1 then patched in tmp.""" - copied_sources = {} - for relative_source, (old_name, new_name) in _MINIMAX_M3_SOURCES.items(): - old_snippet, new_snippet = patch_snippets( - _MINIMAX_M3_PATCH_FN, - old_name, - new_name, - ) - content = Path(patches._get_vllm_file(relative_source)).read_text() - if new_snippet in content: - content = content.replace(new_snippet, old_snippet, 1) - assert old_snippet in content, ( - f"{relative_source} contains neither the vLLM 0.25.1 nor the fixed " - "MiniMax-M3 top-k layout anchor" - ) - - copied = tmp_path / Path(relative_source).name - copied.write_text(content) - copied_sources[relative_source] = copied - - monkeypatch.setattr( - patches, - "_get_vllm_file", - lambda relative: str(copied_sources[relative]), - ) - patches._patch_vllm_minimax_m3_topk_buffer_layout(logging.getLogger(__name__)) - return copied_sources - - @pytest.fixture def patched_nemotron_h_source(tmp_path, monkeypatch): source = tmp_path / "nemotron_h.py" @@ -542,70 +499,6 @@ def test_glm_decoder_sp_moe_patch_warns_on_unknown_source( assert "vLLM 0.25.1 source shape was not found" in caplog.text -@pytest.mark.vllm -def test_minimax_m3_topk_patch_applies_to_installed_vllm_and_is_idempotent( - patched_minimax_m3_sources, -): - indexer = patched_minimax_m3_sources[ - "models/minimax_m3/common/indexer.py" - ].read_text() - sparse_attention = patched_minimax_m3_sources[ - "models/minimax_m3/common/sparse_attention.py" - ].read_text() - - assert _MINIMAX_M3_INDEXER_MARKER in indexer - assert "out=buf_htk," in indexer - assert "out=buf_htk[:, nd:, :] if buf_htk is not None else None" in indexer - assert _MINIMAX_M3_SPARSE_ATTN_MARKER in sparse_attention - ast.parse(indexer) - ast.parse(sparse_attention) - - before = { - source: copied.read_text() - for source, copied in patched_minimax_m3_sources.items() - } - - patches._patch_vllm_minimax_m3_topk_buffer_layout(logging.getLogger(__name__)) - - assert { - source: copied.read_text() - for source, copied in patched_minimax_m3_sources.items() - } == before - - -def test_minimax_m3_topk_patch_does_not_partially_patch_unknown_source( - monkeypatch, - tmp_path, - caplog, -): - indexer_source = "models/minimax_m3/common/indexer.py" - sparse_source = "models/minimax_m3/common/sparse_attention.py" - indexer_old, _ = patch_snippets( - _MINIMAX_M3_PATCH_FN, - *_MINIMAX_M3_SOURCES[indexer_source], - ) - indexer_file = tmp_path / "indexer.py" - sparse_file = tmp_path / "sparse_attention.py" - indexer_file.write_text(indexer_old) - sparse_file.write_text("class UnknownSparseAttention:\n pass\n") - sources = { - indexer_source: indexer_file, - sparse_source: sparse_file, - } - monkeypatch.setattr( - patches, - "_get_vllm_file", - lambda relative: str(sources[relative]), - ) - - with caplog.at_level(logging.WARNING): - patches._patch_vllm_minimax_m3_topk_buffer_layout(logging.getLogger(__name__)) - - assert indexer_file.read_text() == indexer_old - assert sparse_file.read_text() == "class UnknownSparseAttention:\n pass\n" - assert "indexer=True, sparse_attention=False" in caplog.text - - @pytest.mark.vllm def test_moe_routed_experts_patch_is_idempotent(patched_moe_source, monkeypatch): before = patched_moe_source.read_text() @@ -630,6 +523,130 @@ def test_moe_routed_experts_patch_fails_closed_when_required(monkeypatch, tmp_pa ) +@pytest.fixture +def patched_capturer_source(tmp_path, monkeypatch): + """The installed routed-experts binder, unpatched then patched in tmp.""" + copied = write_unpatched_copy( + _CAPTURER_SOURCE, _CAPTURER_PATCH_FN, tmp_path / "routed_experts_capturer.py" + ) + monkeypatch.setattr(patches, "_get_vllm_file", lambda _relative: str(copied)) + assert patches._patch_vllm_routed_experts_capture_router_fallback( + logging.getLogger(__name__), required=True + ) + return copied + + +@pytest.mark.vllm +def test_capture_router_fallback_patch_anchor_still_matches_installed_vllm( + patched_capturer_source, +): + content = patched_capturer_source.read_text() + assert _CAPTURER_MARKER in content + # The patched monolithic block runs from the marker to the original raise. + monolithic_branch = content.split(_CAPTURER_MARKER, 1)[1] + monolithic_branch = monolithic_branch.split("not supported with monolithic", 1)[0] + # In-kernel capture still wins when the kernel supports it ... + assert "fused_experts.set_capture_fn(capture_fn)" in monolithic_branch + # ... and a kernel without it now falls back to the router instead of raising. + assert "module.router.set_capture_fn(capture_fn)" in monolithic_branch + assert monolithic_branch.index( + "fused_experts.set_capture_fn" + ) < monolithic_branch.index("module.router.set_capture_fn") + ast.parse(content) + + +@pytest.mark.vllm +def test_capture_router_fallback_patch_is_idempotent( + patched_capturer_source, monkeypatch +): + before = patched_capturer_source.read_text() + monkeypatch.setattr( + patches, "_get_vllm_file", lambda _relative: str(patched_capturer_source) + ) + + assert patches._patch_vllm_routed_experts_capture_router_fallback( + logging.getLogger(__name__), required=True + ) + assert patched_capturer_source.read_text() == before + + +def test_capture_router_fallback_patch_fails_closed_when_required( + monkeypatch, tmp_path +): + source = tmp_path / "routed_experts_capturer.py" + source.write_text("def bind_routed_experts_capturer(model, capturer):\n pass\n") + monkeypatch.setattr(patches, "_get_vllm_file", lambda _relative: str(source)) + + with pytest.raises(RuntimeError, match="expected code snippet not found"): + patches._patch_vllm_routed_experts_capture_router_fallback( + logging.getLogger(__name__), required=True + ) + assert source.read_text().startswith("def bind_routed_experts_capturer") + + +def test_capture_router_fallback_patch_binds_router_for_unsupported_kernel( + monkeypatch, tmp_path +): + """Execute the patched binder body against stand-ins for both kernel kinds.""" + + old_snippet, _new_snippet = patch_snippets(_CAPTURER_PATCH_FN) + source = tmp_path / "routed_experts_capturer.py" + source.write_text( + "def bind(module, quant_method, fused_experts, capture_fn, " + "FusedMoEExpertsMonolithic, BaseRouter):\n" + " num_bound = 0\n" + " if True:\n" + old_snippet + " return num_bound\n" + ) + monkeypatch.setattr(patches, "_get_vllm_file", lambda _relative: str(source)) + assert patches._patch_vllm_routed_experts_capture_router_fallback( + logging.getLogger(__name__), required=True + ) + namespace: dict = {} + exec(compile(source.read_text(), str(source), "exec"), namespace) + + class Monolithic: + def __init__(self, supports): + self.supports = supports + self.bound = None + + def supports_routing_replay_capture(self): + return self.supports + + def set_capture_fn(self, fn): + self.bound = fn + + class Router: + def __init__(self): + self.bound = None + + def set_capture_fn(self, fn): + self.bound = fn + + capture_fn = object() + quant_method = SimpleNamespace(is_monolithic=True) + + kernel, router = Monolithic(True), Router() + module = SimpleNamespace(router=router) + assert ( + namespace["bind"](module, quant_method, kernel, capture_fn, Monolithic, Router) + == 1 + ) + assert kernel.bound is capture_fn and router.bound is None + + kernel, router = Monolithic(False), Router() + module = SimpleNamespace(router=router) + assert ( + namespace["bind"](module, quant_method, kernel, capture_fn, Monolithic, Router) + == 1 + ) + assert kernel.bound is None and router.bound is capture_fn + + kernel = Monolithic(False) + module = SimpleNamespace(router=object()) + with pytest.raises(ValueError, match="not supported with monolithic"): + namespace["bind"](module, quant_method, kernel, capture_fn, Monolithic, Router) + + @pytest.mark.parametrize( ("vllm_cfg", "expected"), [ @@ -764,7 +781,6 @@ def _stub_non_fp32_vllm_patches(monkeypatch, captured_extra_env_vars): "_patch_vllm_shm_broadcast_bind_retry", "_patch_vllm_radio_layerscale_loader", "_patch_vllm_glm_decoder_sequence_parallel_moe", - "_patch_vllm_minimax_m3_topk_buffer_layout", ): monkeypatch.setattr(patches, patch_name, lambda _logger: None) monkeypatch.setattr( @@ -772,6 +788,11 @@ def _stub_non_fp32_vllm_patches(monkeypatch, captured_extra_env_vars): "_patch_vllm_moe_routed_experts_capture", lambda _logger, *, required=False: True, ) + monkeypatch.setattr( + patches, + "_patch_vllm_routed_experts_capture_router_fallback", + lambda _logger, *, required=False: True, + ) @pytest.mark.parametrize("enabled", [False, True]) @@ -795,6 +816,12 @@ def test_apply_vllm_patches_gates_nemotron_h_fp32_lm_head( "_patch_vllm_moe_routed_experts_capture", lambda _logger, *, required: capture_requirements.append(required) or True, ) + fallback_requirements = [] + monkeypatch.setattr( + patches, + "_patch_vllm_routed_experts_capture_router_fallback", + lambda _logger, *, required: fallback_requirements.append(required) or True, + ) patches._apply_vllm_patches( "py", @@ -805,6 +832,8 @@ def test_apply_vllm_patches_gates_nemotron_h_fp32_lm_head( assert bool(fp32_patch_calls) is enabled assert capture_requirements == [require_capture] + # The router fallback is required exactly when the capture patch is. + assert fallback_requirements == [require_capture] if enabled: assert os.environ[patches.VLLM_NEMOTRON_H_FP32_LM_HEAD_ENV_VAR] == "1" assert captured_extra_env_vars == [ diff --git a/tests/unit/models/generation/test_vllm_quant_moe_amax.py b/tests/unit/models/generation/test_vllm_quant_moe_amax.py new file mode 100644 index 00000000000..8f32427ebef --- /dev/null +++ b/tests/unit/models/generation/test_vllm_quant_moe_amax.py @@ -0,0 +1,161 @@ +# Copyright (c) 2026, NVIDIA CORPORATION. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +import pytest +import torch + +from nemo_rl.modelopt.models.generation.vllm_quant_moe_amax import ( + route_moe_input_quantizer_amax, +) + + +class _Quantizer(torch.nn.Module): + def __init__(self, amax: float) -> None: + super().__init__() + self.register_buffer("_amax", torch.tensor(amax)) + + +class _FakeRoutedExperts(torch.nn.Module): + """Mimics vLLM 0.28's RoutedExperts naming contract for a non-gated MoE. + + ``layer_name`` is the vLLM module path, ``get_expert_mapping`` yields + ``(param_name, weight_name, expert_id, shard_id)`` with the same string + shapes vLLM builds: ``experts...`` -> ``experts.w13_`` / ``w2_``. + """ + + def __init__(self, layer_name: str, num_experts: int) -> None: + super().__init__() + self.layer_name = layer_name + self.num_experts = num_experts + self.w13_input_quantizer = _Quantizer(1.0) + self.w2_input_quantizer = _Quantizer(1.0) + self.w13_weight = torch.nn.Parameter(torch.zeros(num_experts, 4, 2)) + + def get_expert_mapping(self, include_fused: bool = True): + mapping = [] + for expert_id in range(self.num_experts): + for shard_id, proj in (("w1", "up_proj"), ("w2", "down_proj")): + param = "experts.w13_" if shard_id == "w1" else "experts.w2_" + mapping.append( + (param, f"experts.{expert_id}.{proj}.", expert_id, shard_id) + ) + return mapping + + +class _Mixer(torch.nn.Module): + def __init__(self, prefix: str) -> None: + super().__init__() + self.experts = _FakeRoutedExperts(f"{prefix}.experts", num_experts=3) + + +class _Model(torch.nn.Module): + def __init__(self) -> None: + super().__init__() + self.layers = torch.nn.ModuleList([_Mixer("model.layers.0")]) + # A dense quantizer that must be left alone for vLLM's own loader. + self.dense_input_quantizer = _Quantizer(1.0) + + # vLLM names the top-level module `model`, so layer_name carries that prefix. + + +def test_expert_amax_fans_in_with_max_and_is_removed_from_the_stream(): + model = _Model() + experts = model.layers[0].experts + weights = [ + ("model.layers.0.experts.0.up_proj.input_quantizer._amax", torch.tensor(3.0)), + ("model.layers.0.experts.2.up_proj.input_quantizer._amax", torch.tensor(7.0)), + ("model.layers.0.experts.1.down_proj.input_quantizer._amax", torch.tensor(0.5)), + ("model.layers.0.experts.w13_weight", torch.zeros(3, 4, 2)), + ("model.dense.input_quantizer._amax", torch.tensor(9.0)), + ] + + remaining = route_moe_input_quantizer_amax(model, weights) + + assert experts.w13_input_quantizer._amax.item() == 7.0 + # 0.5 < initial 1.0: max keeps the larger existing value. + assert experts.w2_input_quantizer._amax.item() == 1.0 + assert [name for name, _ in remaining] == [ + "model.layers.0.experts.w13_weight", + "model.dense.input_quantizer._amax", + ] + + +def test_missing_quantizer_path_raises_with_resolved_name(): + model = _Model() + del model.layers[0].experts.w2_input_quantizer + weights = [ + ("model.layers.0.experts.1.down_proj.input_quantizer._amax", torch.tensor(2.0)), + ] + with pytest.raises(KeyError, match="w2_input_quantizer._amax"): + route_moe_input_quantizer_amax(model, weights) + + +def test_models_without_expert_modules_pass_everything_through(): + model = torch.nn.Sequential(torch.nn.Linear(2, 2)) + weights = [("0.input_quantizer._amax", torch.tensor(1.0))] + assert route_moe_input_quantizer_amax(model, weights) == weights + + +class _BackboneMapper: + """Stands in for vLLM's WeightsMapper: Nemotron-H maps `backbone.` -> `model.`.""" + + def _map_name(self, key: str) -> str | None: + if key.startswith("mtp."): + return None + return key.replace("backbone.", "model.", 1) + + +def test_checkpoint_names_are_mapped_to_vllm_names_before_matching(): + """Nemotron-H exports `backbone.layers.*`; vLLM's layer_name is `model.layers.*`. + + Without the mapper the amax passed straight through to vLLM's loader, which + then failed with `Layer model.layers.N.mixer.experts has no parameter + 'w13_input_quantizer._amax'` on the nano3 fakequant nightlies. + """ + model = _Model() + experts = model.layers[0].experts + weights = [ + ( + "backbone.layers.0.experts.2.up_proj.input_quantizer._amax", + torch.tensor(5.0), + ), + ( + "backbone.layers.0.experts.1.down_proj.input_quantizer._amax", + torch.tensor(4.0), + ), + ("mtp.layers.0.experts.0.up_proj.input_quantizer._amax", torch.tensor(9.0)), + ("backbone.layers.0.experts.w13_weight", torch.zeros(3, 4, 2)), + ] + + remaining = route_moe_input_quantizer_amax(model, weights, mapper=_BackboneMapper()) + + assert experts.w13_input_quantizer._amax.item() == 5.0 + assert experts.w2_input_quantizer._amax.item() == 4.0 + # Dropped-by-mapper names and non-amax weights are left for vLLM's loader. + assert [name for name, _ in remaining] == [ + "mtp.layers.0.experts.0.up_proj.input_quantizer._amax", + "backbone.layers.0.experts.w13_weight", + ] + + +def test_unmapped_checkpoint_prefix_passes_through_without_a_mapper(): + """Documents the pass-3/5 failure mode: no mapper, no match, vLLM gets the name.""" + model = _Model() + weights = [ + ( + "backbone.layers.0.experts.2.up_proj.input_quantizer._amax", + torch.tensor(5.0), + ), + ] + assert route_moe_input_quantizer_amax(model, weights) == weights + assert model.layers[0].experts.w13_input_quantizer._amax.item() == 1.0 diff --git a/tests/unit/models/generation/test_vllm_sparse_refit.py b/tests/unit/models/generation/test_vllm_sparse_refit.py index 9373e1f31aa..804788cac54 100644 --- a/tests/unit/models/generation/test_vllm_sparse_refit.py +++ b/tests/unit/models/generation/test_vllm_sparse_refit.py @@ -313,7 +313,7 @@ def collective_rpc(method: str, args: tuple[Any, ...]) -> list[Any]: if method == "update_weights_from_decoded_sparse_payload": staged_paths = args raise RuntimeError("apply failed") - assert method == "synchronize_device" + assert method == "synchronize_sparse_refit_device" assert all(Path(path).is_file() for path in staged_paths) return [True] @@ -330,7 +330,7 @@ def collective_rpc(method: str, args: tuple[Any, ...]) -> list[Any]: for entry in receiver._worker.llm.collective_rpc.call_args_list ] == [ "update_weights_from_decoded_sparse_payload", - "synchronize_device", + "synchronize_sparse_refit_device", ] assert not list(tmp_path.iterdir()) diff --git a/tests/unit/models/generation/test_vllm_tcpstore_port.py b/tests/unit/models/generation/test_vllm_tcpstore_port.py index fa9b5ab7edb..ef90d8f067d 100644 --- a/tests/unit/models/generation/test_vllm_tcpstore_port.py +++ b/tests/unit/models/generation/test_vllm_tcpstore_port.py @@ -24,6 +24,13 @@ That failure needs a >= 2-node engine to show up at runtime, and no nightly test has one. These tests pin the port arithmetic instead, which needs no GPU and no second node, so the whole class of failure is covered by the unit suite. + +vLLM 0.29 fixed the race upstream (vllm-project/vllm#53666, #50969): the rank-0 +actor binds the TCPStore on a kernel-assigned port and holds it until +``init_process_group`` reuses it, and ``_select_tcpstore_port`` is gone. Against +such a vLLM the port-arithmetic tests have nothing to exercise and are skipped; +``test_patch_recognizes_upstream_fix_and_leaves_source_alone`` covers what the +patch must do there instead. """ import ast @@ -42,6 +49,25 @@ _VLLM_EXECUTOR_SOURCE = "v1/executor/ray_executor_v2.py" _WINDOW = 32 +# What vLLM >= 0.29 leaves behind after binding the TCPStore itself; the patch +# keys off the same line. +_UPSTREAM_FIX_MARKER = "self._dist_init_store = store" +_UPSTREAM_FIXED_SOURCE = """\ +class RayWorkerProc(WorkerProc): + def create_dist_init_method(self) -> str: + host = ray.util.get_node_ip_address() + store = TCPStore( + host_name=host, + port=0, + world_size=self._parallel_config.world_size, + is_master=True, + wait_for_workers=False, + multi_tenant=True, + ) + # Keep the bound server alive until init_process_group reuses it. + self._dist_init_store = store + return get_distributed_init_method(host, store.port) +""" # What ``ParallelConfig`` hands a plain non-DP engine: it takes the offline-SPMD # path and copies VLLM_DP_RANK_LOCAL / VLLM_DP_MASTER_PORT, which default to 0. # So ``local_dp_rank`` is 0 rather than None -- the reason a fix placed inside @@ -109,6 +135,12 @@ def pristine_source(tmp_path) -> Path: site-packages in place as soon as any earlier test builds a generation worker. Reversing it keeps this fixture honest whatever the test order. """ + installed = Path(patches._get_vllm_file(_VLLM_EXECUTOR_SOURCE)).read_text() + if _UPSTREAM_FIX_MARKER in installed: + pytest.skip( + "installed vLLM binds the RayExecutorV2 TCPStore before publishing " + "its port (vllm-project/vllm#50969); the band-offset patch is a no-op" + ) return write_unpatched_copy( _VLLM_EXECUTOR_SOURCE, "_patch_vllm_ray_executor_v2_tcpstore_port", @@ -222,3 +254,24 @@ def test_patch_is_idempotent(patched_source, monkeypatch): ) patches._patch_vllm_ray_executor_v2_tcpstore_port(logging.getLogger(__name__)) assert patched_source.read_text() == before + + +def test_patch_recognizes_upstream_fix_and_leaves_source_alone( + tmp_path, monkeypatch, caplog +): + """vLLM >= 0.29 binds the TCPStore itself; the patch must not warn or edit. + + The anchor snippet is gone from that source, so without this branch the + patch would log its "may fail with EADDRINUSE" warning on every worker + start for a bug that no longer exists. + """ + source = tmp_path / "ray_executor_v2.py" + source.write_text(_UPSTREAM_FIXED_SOURCE) + monkeypatch.setattr(patches, "_get_vllm_file", lambda _relative: str(source)) + + with caplog.at_level(logging.INFO, logger=__name__): + patches._patch_vllm_ray_executor_v2_tcpstore_port(logging.getLogger(__name__)) + + assert source.read_text() == _UPSTREAM_FIXED_SOURCE + assert not [r for r in caplog.records if r.levelno >= logging.WARNING], caplog.text + assert any("50969" in r.getMessage() for r in caplog.records), caplog.text diff --git a/tests/unit/models/generation/test_vllm_worker_extension_names.py b/tests/unit/models/generation/test_vllm_worker_extension_names.py new file mode 100644 index 00000000000..172df25f216 --- /dev/null +++ b/tests/unit/models/generation/test_vllm_worker_extension_names.py @@ -0,0 +1,51 @@ +# Copyright (c) 2026, NVIDIA CORPORATION. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + +"""The worker extension must not shadow anything on vLLM's own Worker. + +``WorkerBase.init_worker`` walks ``dir(worker_extension_cls)`` and asserts +that no public attribute already exists on the worker class, so a name that +vLLM adds upstream (``synchronize_device`` in 0.29, vllm-project/vllm#52914) +turns every engine start into an ``AssertionError``. That only shows up on a +GPU job today; this mirrors vLLM's check so it fails at unit-test time. +""" + +import pytest + +pytestmark = pytest.mark.vllm + + +@pytest.mark.parametrize( + "extension_name", + [ + "VllmInternalWorkerExtension", + "VllmInternalWorkerExtensionWithCheckpointEngine", + ], +) +def test_worker_extension_does_not_shadow_vllm_worker_attributes(extension_name): + from vllm.v1.worker.gpu_worker import Worker + + from nemo_rl.models.generation.vllm import vllm_backend + + extension = getattr(vllm_backend, extension_name) + # Same predicate vLLM applies in WorkerBase.init_worker. + conflicts = sorted( + attr + for attr in dir(extension) + if not attr.startswith("__") and hasattr(Worker, attr) + ) + assert not conflicts, ( + f"{extension_name} shadows vLLM Worker attribute(s) {conflicts}; vLLM " + "refuses to load the extension when this happens. Rename them." + ) diff --git a/tests/unit/test_dependency_pins.py b/tests/unit/test_dependency_pins.py index 0fb51233987..864ee4d40ba 100644 --- a/tests/unit/test_dependency_pins.py +++ b/tests/unit/test_dependency_pins.py @@ -121,3 +121,26 @@ def test_royalty_sensitive_codecs_are_excluded(package: str) -> None: canonicalize_name(locked_package["name"]) != canonical_name for locked_package in lock["package"] ), f"{package} must not be resolved in uv.lock" + + +def test_torch_split_shims_are_still_needed() -> None: + """Trip-wire: both shims exist only while an inference extra pins torch below 2.13.""" + pinned = [ + Version( + next( + iter( + _requirement(REPO_ROOT / "pyproject.toml", extra, "torch").specifier + ) + ).version + ) + for extra in ("sglang", "trtllm") + ] + assert any(version < Version("2.13") for version in pinned), ( + "no extra pins torch below 2.13 any more; remove both torch-split shims:\n" + "1. nemo_rl/utils/cuda_ipc.py, plus its call sites in " + "nemo_rl/models/policy/utils.py and " + "nemo_rl/models/generation/sglang/utils/train_utils.py\n" + "2. _has_no_named_dims and its conjunct in _physical_keys " + "(nemo_rl/data_plane/adapters/tq_mooncake_checkpoint.py) - drop the " + "check outright; the pre-2.13 `names` comparison cannot be restored" + ) diff --git a/tests/unit/utils/test_cuda_ipc.py b/tests/unit/utils/test_cuda_ipc.py new file mode 100644 index 00000000000..3fff3668de5 --- /dev/null +++ b/tests/unit/utils/test_cuda_ipc.py @@ -0,0 +1,133 @@ +# Copyright (c) 2026, NVIDIA CORPORATION. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +"""CUDA IPC storage handles produced by a newer torch must open on an older one.""" + +import pytest + +from nemo_rl.utils.cuda_ipc import ( + CUDA_IPC_MEM_HANDLE_SIZE, + CURRENT_SHAREABLE_HANDLE_VERSION, + LEGACY_SHAREABLE_HANDLE_VERSION, + normalize_cuda_ipc_handle, +) + +_MEM_HANDLE = bytes(range(CUDA_IPC_MEM_HANDLE_SIZE)) + + +def _versioned(version: int, kind: bytes, payload: bytes = _MEM_HANDLE) -> bytes: + return bytes([version]) + kind + payload + + +def test_newer_cudamalloc_handle_is_downgraded_to_the_legacy_version(): + handle = _versioned(CURRENT_SHAREABLE_HANDLE_VERSION, b"c") + out = normalize_cuda_ipc_handle(handle) + assert out[0] == LEGACY_SHAREABLE_HANDLE_VERSION + # Only the version byte changes; type byte and cudaIpcMemHandle_t are intact. + assert out[1:] == handle[1:] + assert isinstance(out, bytes) + + +@pytest.mark.parametrize("version", [1, LEGACY_SHAREABLE_HANDLE_VERSION]) +def test_legacy_or_older_handles_pass_through(version: int): + handle = _versioned(version, b"c") + assert normalize_cuda_ipc_handle(handle) is handle + + +@pytest.mark.parametrize("version", [CURRENT_SHAREABLE_HANDLE_VERSION + 1, 255]) +def test_unverified_newer_cudamalloc_version_raises(version: int): + # Only the 2/3 'c' payloads are known to be identical; relabelling an + # unknown version as legacy would hand the consumer a handle it misparses. + with pytest.raises(ValueError, match=f"handle version {version}"): + normalize_cuda_ipc_handle(_versioned(version, b"c")) + + +def test_unverified_newer_expandable_segment_version_still_passes_through(): + # The strictness applies to 'c' handles only; 'e' handles are never touched. + handle = _versioned( + CURRENT_SHAREABLE_HANDLE_VERSION + 1, b"e", payload=b"\x00" * 200 + ) + assert normalize_cuda_ipc_handle(handle) is handle + + +def test_expandable_segment_handles_are_left_alone(): + # The 'e' payload format did change between torch versions, so rewriting + # its version byte would hide a real incompatibility. + handle = _versioned(3, b"e", payload=b"\x00" * 200) + assert normalize_cuda_ipc_handle(handle) is handle + + +def test_raw_pre_versioning_handle_passes_through(): + # Exactly sizeof(cudaIpcMemHandle_t): torch treats it as an unversioned handle. + assert normalize_cuda_ipc_handle(_MEM_HANDLE) is _MEM_HANDLE + + +@pytest.mark.parametrize("value", [None, 7, "not-a-handle", b"", b"\x03"]) +def test_non_handle_values_pass_through(value): + assert normalize_cuda_ipc_handle(value) is value + + +def test_bytearray_input_is_returned_as_bytes(): + handle = bytearray(_versioned(CURRENT_SHAREABLE_HANDLE_VERSION, b"c")) + out = normalize_cuda_ipc_handle(handle) + assert isinstance(out, bytes) + assert out[0] == LEGACY_SHAREABLE_HANDLE_VERSION + + +def test_rebuild_cuda_tensor_from_ipc_normalizes_the_storage_handle(monkeypatch): + import nemo_rl.models.policy.utils as policy_utils + + seen = {} + + def fake_rebuild(*args): + seen["args"] = args + return "tensor" + + monkeypatch.setattr(policy_utils, "rebuild_cuda_tensor", fake_rebuild) + newer = _versioned(3, b"c") + # Mirrors what reduce_tensor(...)[1:] yields: a 1-tuple wrapping the + # rebuild_cuda_tensor argument tuple (storage_device at 6, handle at 7). + args = ("cls", (2,), (1,), 0, "storage_cls", "dtype", 0, newer, 128, 0, False) + args += ("refcnt", 0, "event", False) + + assert policy_utils.rebuild_cuda_tensor_from_ipc((args,), device_id=3) == "tensor" + assert seen["args"][6] == 3 + assert seen["args"][7][0] == LEGACY_SHAREABLE_HANDLE_VERSION + assert seen["args"][7][1:] == newer[1:] + # Everything else is passed through untouched. + assert seen["args"][:6] == args[:6] + assert seen["args"][8:] == args[8:] + + +def test_sglang_rebuild_patch_normalizes_the_storage_handle(monkeypatch): + from nemo_rl.models.generation.sglang.utils import train_utils + + seen = {} + + def fake_original(*args): + seen["args"] = args + return "tensor" + + # train_utils captures the original at import time (see the comment above + # ``_REBUILD_CUDA_TENSOR_ORIGINAL``), so hook the module constant, not the + # ``reductions`` attribute that ``monkey_patch_torch_reductions`` publishes. + monkeypatch.setattr(train_utils, "_REBUILD_CUDA_TENSOR_ORIGINAL", fake_original) + monkeypatch.setattr(train_utils, "_device_from_maybe_uuid", lambda d: 5) + newer = _versioned(3, b"c") + args = ("cls", (2,), (1,), 0, "storage_cls", "dtype", "gpu-uuid", newer, 128, 0) + args += (False, "refcnt", 0, "event", False) + + assert train_utils._rebuild_cuda_tensor_modified(*args) == "tensor" + assert seen["args"][6] == 5 + assert seen["args"][7][0] == LEGACY_SHAREABLE_HANDLE_VERSION + assert seen["args"][7][1:] == newer[1:] diff --git a/tools/install_audio_deps.sh b/tools/install_audio_deps.sh index 9c89ffd43d2..0e0f9a378aa 100755 --- a/tools/install_audio_deps.sh +++ b/tools/install_audio_deps.sh @@ -14,14 +14,19 @@ if ! python -c "import torchcodec" 2>/dev/null; then apt-get update && apt-get install -y --no-install-recommends ffmpeg # torchaudio 2.11+ routes torchaudio.load through torchcodec, so both are needed. + # torchaudio 2.11.0 is the final torchaudio release and carries no torch pin. + # torchcodec must match the container's torch: 0.11 is built for torch 2.11 + # only, 0.12+ use the stable ABI for torch >= 2.11 (pytorch/torchcodec README). + # The image ships torch 2.13; use the same 0.16.0 that Gym's + # docker/install_codec_deps.sh installs so the two venvs agree. # --no-config prevents the project's [tool.uv] overrides from interfering. - echo "[audio-deps] Installing torchaudio==2.11.0 and torchcodec..." + echo "[audio-deps] Installing torchaudio==2.11.0 and torchcodec==0.16.0..." uv pip install --no-config \ --index-url https://download.pytorch.org/whl/cu130 \ --extra-index-url https://pypi.org/simple \ --reinstall-package torchaudio \ "torchaudio==2.11.0" \ - "torchcodec==0.11.1" + "torchcodec==0.16.0" fi # PyAV is intentionally absent from the base image (pyproject excludes it via diff --git a/tools/model_diagnostics/2.long_generation_decode_vs_prefill.py b/tools/model_diagnostics/2.long_generation_decode_vs_prefill.py index f62156863f8..301bd24a3a0 100644 --- a/tools/model_diagnostics/2.long_generation_decode_vs_prefill.py +++ b/tools/model_diagnostics/2.long_generation_decode_vs_prefill.py @@ -288,6 +288,15 @@ def calculate_error(a, b) -> float: def main(): parser = argparse.ArgumentParser() + parser.add_argument( + "--gpu-memory-utilization", + type=float, + default=0.8, + help=( + "vLLM gpu_memory_utilization (default 0.8). Lower it when a MoE " + "backend allocates its workspace lazily after vLLM's profiling." + ), + ) parser.add_argument( "--model", type=str, nargs="?", default="nvidia/Nemotron-H-8B-Base-8K" ) @@ -313,6 +322,17 @@ def main(): default=1, help="vLLM tensor parallel size (default 1)", ) + parser.add_argument( + "--max-model-len", + type=int, + default=None, + help=( + "vLLM max_model_len (default: the model's own limit). With chunked " + "prefill disabled vLLM profiles a full max_model_len prefill, so a " + "262k-token limit costs ~11 GiB of activation headroom that this " + "diagnostic never uses; bound it to prompt + --max-tokens instead." + ), + ) parser.add_argument( "--num-batches", type=int, @@ -353,13 +373,15 @@ def main(): enable_chunked_prefill=False, tensor_parallel_size=args.tensor_parallel_size, seed=seed, - gpu_memory_utilization=0.8, + gpu_memory_utilization=args.gpu_memory_utilization, # This diagnostic only submits a handful of prompts. vLLM >= 0.25 # hard-fails when the default max_num_seqs (1024) exceeds the # available Mamba cache blocks on hybrid models (one block per # decode sequence), so keep the sequence budget small. max_num_seqs=64, ) + if args.max_model_len is not None: + llm_kwargs["max_model_len"] = args.max_model_len llm = LLM(**llm_kwargs) if args.prompts == "arc": diff --git a/uv.lock b/uv.lock index 187f10383b9..261ba182d81 100644 --- a/uv.lock +++ b/uv.lock @@ -90,13 +90,14 @@ overrides = [ { name = "decord2", marker = "sys_platform == 'never'" }, { name = "deep-ep", git = "https://github.com/deepseek-ai/DeepEP.git?rev=17cfb817bccec3a9c247013360cc550c2bac441e" }, { name = "fastapi", extras = ["standard"], specifier = ">=0.133.0,<0.137.0" }, + { name = "instanttensor", marker = "platform_machine == 'x86_64'", specifier = ">=0.1.9" }, { name = "langchain", specifier = ">=0.3.28" }, { name = "langchain-core", specifier = ">=0.3.80" }, { name = "langchain-core", specifier = ">=1.2.22" }, - { name = "llguidance", specifier = ">=1.3.0" }, + { name = "llguidance", specifier = ">=1.7.0,<1.8.0" }, { name = "mlflow", specifier = ">=3.13.0" }, { name = "nemo-lens", extras = ["sdk", "aiohttp"], git = "https://github.com/NVIDIA-NeMo/Lens.git?rev=b0f977d414b2f89938604a0b7eaa78ee08bc8700" }, - { name = "numpy", specifier = ">=2.1.0" }, + { name = "numpy", specifier = ">=2.1.0,<2.5" }, { name = "nvidia-cublas", marker = "sys_platform != 'darwin'", specifier = "==13.5.1.27" }, { name = "nvidia-cudnn-cu13", marker = "sys_platform != 'darwin'", specifier = "==9.20.0.48" }, { name = "nvidia-cudnn-frontend", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')", specifier = "==1.25.0" }, @@ -109,8 +110,6 @@ overrides = [ { name = "pytest", specifier = ">=9.0.3" }, { name = "setuptools", specifier = ">=80.10.2" }, { name = "timm", specifier = "<=1.0.22" }, - { name = "torch", marker = "sys_platform != 'darwin'", specifier = "==2.11.0", index = "https://download.pytorch.org/whl/cu130" }, - { name = "torch", marker = "sys_platform == 'darwin'", specifier = "==2.11.0", index = "https://pypi.org/simple" }, { name = "transformer-engine", extras = ["pytorch", "core-cu13"], specifier = "==2.18.0" }, { name = "xgrammar", specifier = ">=0.2.1,<1.0.0" }, ] @@ -225,20 +224,21 @@ wheels = [ [[package]] name = "accelerate" -version = "1.14.0" +version = "1.15.0" source = { registry = "https://pypi.org/simple" } dependencies = [ - { name = "huggingface-hub" }, - { name = "numpy" }, - { name = "packaging" }, - { name = "psutil" }, - { name = "pyyaml" }, - { name = "safetensors" }, - { name = "torch" }, + { name = "huggingface-hub", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or 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'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, ] cufft = [ - { name = "nvidia-cufft" }, + { name = "nvidia-cufft", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, ] cufile = [ - { name = "nvidia-cufile" }, + { name = "nvidia-cufile", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, ] cupti = [ - { name = "nvidia-cuda-cupti" }, + { name = "nvidia-cuda-cupti", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, ] curand = [ - { name = "nvidia-curand" }, + { name = "nvidia-curand", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, ] cusolver = [ - { name = "nvidia-cusolver" }, + { name = "nvidia-cusolver", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, ] cusparse = [ - { name = "nvidia-cusparse" }, + { name = "nvidia-cusparse", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, ] nvjitlink = [ - { name = "nvidia-nvjitlink" }, + { name = "nvidia-nvjitlink", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine 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'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, ] nvrtc = [ - { name = "nvidia-cuda-nvrtc" }, + { name = "nvidia-cuda-nvrtc", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine 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'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, +] +cufft = [ + { name = "nvidia-cufft", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-automodel') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nemo-gym') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-automodel') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nemo-gym') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-7-nemo-rl-sglang' and extra != 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra != 'extra-7-nemo-rl-sglang' and extra != 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-nemo-gym' and extra != 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-nemo-gym' and extra != 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "nvidia-nvjitlink", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-automodel') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nemo-gym') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-automodel') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nemo-gym') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-7-nemo-rl-sglang' and extra != 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra != 'extra-7-nemo-rl-sglang' and extra != 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-nemo-gym' and extra != 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-nemo-gym' and extra != 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, +] +cufile = [ + { name = "nvidia-cufile", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-automodel') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nemo-gym') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-automodel') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nemo-gym') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-7-nemo-rl-sglang' and extra != 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra != 'extra-7-nemo-rl-sglang' and extra != 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-nemo-gym' and extra != 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-nemo-gym' and extra != 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, +] +cupti = [ + { name = "nvidia-cuda-cupti", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-automodel') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nemo-gym') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-automodel') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nemo-gym') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-7-nemo-rl-sglang' and extra != 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra != 'extra-7-nemo-rl-sglang' and extra != 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-nemo-gym' and extra != 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-nemo-gym' and extra != 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, +] +curand = [ + { name = "nvidia-curand", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-automodel') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nemo-gym') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-automodel') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nemo-gym') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-7-nemo-rl-sglang' and extra != 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra != 'extra-7-nemo-rl-sglang' and extra != 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-nemo-gym' and extra != 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-nemo-gym' and extra != 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, +] +cusolver = [ + { name = "nvidia-cublas", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and 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'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-7-nemo-rl-sglang' and extra != 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra != 'extra-7-nemo-rl-sglang' and extra != 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and 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'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = 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'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-automodel') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nemo-gym') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-automodel') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nemo-gym') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and 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'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-nemo-gym' and extra != 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-nemo-gym' and extra != 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, +] +nvjitlink = [ + { name = "nvidia-nvjitlink", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-automodel') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nemo-gym') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-automodel') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nemo-gym') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-7-nemo-rl-sglang' and extra != 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra != 'extra-7-nemo-rl-sglang' and extra != 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-nemo-gym' and extra != 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-nemo-gym' and extra != 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, +] +nvrtc = [ + { name = "nvidia-cuda-nvrtc", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-automodel') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nemo-gym') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-automodel') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nemo-gym') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-7-nemo-rl-sglang' and extra != 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra != 'extra-7-nemo-rl-sglang' and extra != 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-nemo-gym' and extra != 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-nemo-gym' and extra != 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, ] nvtx = [ - { name = "nvidia-nvtx" }, + { name = "nvidia-nvtx", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-automodel') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nemo-gym') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-automodel') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nemo-gym') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-7-nemo-rl-sglang' and extra != 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra != 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'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "pydantic-settings", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "python-multipart", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "uvicorn", extra = ["standard"], marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, ] [[package]] @@ -1538,9 +1674,9 @@ name = "fastapi-cli" version = "0.0.32" source = { registry = "https://pypi.org/simple" } dependencies = [ - { name = "rich-toolkit" }, - { name = "typer" }, - { name = "uvicorn", extra = ["standard"] }, + { name = "rich-toolkit", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 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== 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "uvicorn", extra = ["standard"], marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 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sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 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marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 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and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 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+ [[package]] name = "flashinfer-jit-cache" version = "0.6.18.post1+cu130" @@ -1836,20 +1957,20 @@ resolution-markers = [ "platform_machine == 'aarch64' and sys_platform == 'linux'", ] dependencies = [ - { name = "apache-tvm-ffi" }, - { name = "click" }, - { name = "cuda-tile", version = "1.1.0", source = { registry = "https://pypi.org/simple" }, marker = "extra == 'extra-7-nemo-rl-trtllm' or (extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm')" }, - { name = "einops" }, - { name = "ninja" }, - { name = "numpy" }, - { name = "nvidia-cudnn-frontend" }, - { name = "nvidia-cutlass-dsl", version = "4.5.0", source = { registry = "https://pypi.org/simple" } }, - { name = "nvidia-ml-py" }, - { name = "packaging" }, - { name = "requests" }, - { name = "tabulate" }, - { name = "torch" }, - { name = "tqdm" }, + { name = "apache-tvm-ffi", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "click", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "cuda-tile", version = "1.1.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and 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== 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "einops", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "ninja", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "numpy", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "nvidia-cudnn-frontend", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "nvidia-cutlass-dsl", version = "4.5.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "nvidia-ml-py", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "packaging", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "requests", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "tabulate", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "torch", version = "2.11.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "tqdm", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, ] wheels = [ { url = "https://github.com/flashinfer-ai/flashinfer/releases/download/v0.6.12/flashinfer_python-0.6.12-py3-none-any.whl", hash = "sha256:0c7a01e586b4796810d974cbf13a9c0eb2ade6a94d12e3220cf7782a1c09b8d3" }, @@ -1864,20 +1985,20 @@ resolution-markers = [ "platform_machine == 'aarch64' and sys_platform == 'linux'", ] dependencies = [ - { name = "apache-tvm-ffi" }, - { name = "click" }, - { name = "cuda-tile", version = "1.5.0", source = { registry = "https://pypi.org/simple" } }, - { name = "einops" }, - { name = "ninja" }, - { name = "numpy" }, - { name = "nvidia-cudnn-frontend" }, - { name = "nvidia-cutlass-dsl", version = "4.6.0", source = { registry = "https://pypi.org/simple" } }, - { name = "nvidia-ml-py" }, - { name = "packaging" }, - { name = "requests" }, - { name = "tabulate" }, - { name = "torch" }, - { name = "tqdm" }, + { name = "apache-tvm-ffi", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "click", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "cuda-tile", version = "1.6.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "einops", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "ninja", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "numpy", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "nvidia-cudnn-frontend", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "nvidia-cutlass-dsl", version = "4.6.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "nvidia-ml-py", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "packaging", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "requests", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "tabulate", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "torch", version = "2.11.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "tqdm", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, ] wheels = [ { url = "https://github.com/flashinfer-ai/flashinfer/releases/download/v0.6.14/flashinfer_python-0.6.14-py3-none-any.whl", hash = "sha256:d124369346a3d48eac67e31c42f7a3c813bcc0abc10e2e36db413b7b3dfd97df" }, @@ -1885,7 +2006,37 @@ wheels = [ [package.optional-dependencies] cu13 = [ - { name = "nvidia-cutlass-dsl", version = "4.6.0", source = { registry = "https://pypi.org/simple" }, extra = ["cu13"], marker = "extra == 'extra-7-nemo-rl-sglang' or (extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "nvidia-cutlass-dsl", version = "4.6.0", source = { registry = "https://pypi.org/simple" }, extra = ["cu13"], marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine 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(platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "ninja", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "numpy", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "nvidia-cudnn-frontend", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "nvidia-cutlass-dsl", version = "4.6.2", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "nvidia-ml-py", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "packaging", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "requests", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "tabulate", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "torch", version = "2.13.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "tqdm", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, +] +wheels = [ + { url = "https://github.com/flashinfer-ai/flashinfer/releases/download/v0.6.18/flashinfer_python-0.6.18-py3-none-any.whl", hash = "sha256:d5d26edb48f8def0bf28b2c94415aef7f0754e2cd9e3cb3d6e7081262d068aad" }, ] [[package]] @@ -1897,22 +2048,22 @@ resolution-markers = [ "platform_machine == 'aarch64' and sys_platform == 'linux'", ] dependencies = [ - { name = "apache-tvm-ffi" }, - { name = "click" }, - { name = "cuda-python" }, - { name = "cuda-tile", version = "1.5.0", source = { registry = "https://pypi.org/simple" } }, - { name = "einops" }, - { name = "nccl4py" }, - { name = "ninja" }, - { name = "numpy" }, - { name = "nvidia-cudnn-frontend" }, - { name = "nvidia-cutlass-dsl", version = "4.6.2", source = { registry = "https://pypi.org/simple" } }, - { name = "nvidia-ml-py" }, - { name = "packaging" }, - { name = "requests" }, - { name = "tabulate" }, - { name = "torch" }, - { name = "tqdm" }, + { name = "apache-tvm-ffi", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "click", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "cuda-python", version = "13.4.1", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "cuda-tile", version = "1.6.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "einops", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "nccl4py", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "ninja", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "numpy", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "nvidia-cudnn-frontend", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "nvidia-cutlass-dsl", version = "4.6.2", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "nvidia-ml-py", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "packaging", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "requests", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "tabulate", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "torch", version = "2.13.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "tqdm", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, ] wheels = [ { url = "https://github.com/flashinfer-ai/flashinfer/releases/download/v0.6.18.post1/flashinfer_python-0.6.18.post1-py3-none-any.whl", hash = "sha256:adb6d2952b47131138e108bd2999b1fe18b71f1a4c0b2684f168753db9563991" }, @@ -1923,8 +2074,8 @@ name = "flashoptim" version = "0.1.4" source = { registry = "https://pypi.org/simple" } dependencies = [ - { name = "torch" }, - { name = "triton" }, + { name = "torch", version = "2.13.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "triton", version = "3.7.1", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, ] sdist = { url = "https://files.pythonhosted.org/packages/a3/ad/9bf3ec596650e23371a1515014de3d250046e18de8226310ebd6256677a9/flashoptim-0.1.4.tar.gz", hash = "sha256:8d2d9f2608bef51005ba827b8b63af17189979cc0301c542aad2610ab1780718", size = 99938, upload-time = "2026-04-17T18:17:49.268Z" } wheels = [ @@ -1936,12 +2087,12 @@ name = "flask" version = "3.1.3" source = { registry = "https://pypi.org/simple" } dependencies = [ - { name = "blinker" }, - { name = "click" }, - { name = "itsdangerous" }, - { name = "jinja2" }, - { name = "markupsafe" }, - { name = "werkzeug" }, + { name = "blinker", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra 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"(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "qwen-vl-utils", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "regex", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "rich", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "six", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "tensorboard", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "timm", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "torch", version = "2.13.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "tqdm", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "transformers", version = "5.12.1", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "typing-extensions", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "wandb", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, ] [package.optional-dependencies] ssm = [ - { name = "causal-conv1d" }, - { name = "mamba-ssm" }, - { name = "tilelang", version = "0.1.9", source = { registry = "https://pypi.org/simple" } }, + { name = "causal-conv1d", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "mamba-ssm", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "tilelang", version = "0.1.9", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, ] te = [ - { name = "megatron-core", extra = ["te"], marker = "extra == 'extra-7-nemo-rl-mcore' or (extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (extra == 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'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra != 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!= 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, ] [package.metadata] @@ -3253,52 +3456,52 @@ test = [ name = "megatron-core" source = { editable = "3rdparty/Megatron-Bridge-workspace/Megatron-Bridge/3rdparty/Megatron-LM" } dependencies = [ - { name = "numpy" }, - { name = "packaging" }, - { name = "torch" }, + { name = "numpy", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "packaging", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "torch", version = "2.13.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, ] [package.optional-dependencies] dev = [ - { name = "datasets" }, - { name = "einops" }, - { name = "emerging-optimizers" }, - { name = "fast-hadamard-transform" }, - { name = "fastapi", extra = ["standard"], marker = "extra == 'extra-7-nemo-rl-mcore' or (extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, - { name = "flashinfer-python", version = "0.6.18.post1", source = { registry = "https://flashinfer.ai/whl/" } }, - { name = "hypercorn" }, - { name = "megatron-energon", marker = "extra == 'extra-7-nemo-rl-mcore' or (extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, - { name = "multi-storage-client" }, - { name = "nemo-lens", extra = ["aiohttp", "sdk"], marker = "extra == 'extra-7-nemo-rl-mcore' or (extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-fsdp') or (extra == 'extra-7-nemo-rl-fsdp' and extra == 'extra-7-nemo-rl-sglang') or (extra == 'extra-7-nemo-rl-fsdp' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (extra == 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (extra == 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm')" }, - { name = "nvidia-cudnn-frontend" }, - { name = "nvidia-modelopt", marker = "extra == 'extra-7-nemo-rl-mcore' or (extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, - { name = "nvidia-resiliency-ext" }, - { name = "onnxscript" }, - { name = "openai", version = "2.44.0", source = { registry = "https://pypi.org/simple" }, extra = ["aiohttp"], marker = "extra == 'extra-7-nemo-rl-mcore' or (extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, - { name = "opentelemetry-api" }, - { name = "orjson" }, - { name = "pillow" }, - { name = "quart" }, - { name = "tensorstore" }, - { name = "tqdm" }, - { name = "wget" }, - { name = "zstandard" }, + { name = "datasets", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "einops", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "emerging-optimizers", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "fast-hadamard-transform", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "fastapi", extra = ["standard"], marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 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'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "flashinfer-python", version = "0.6.18.post1", source = { registry = "https://flashinfer.ai/whl/" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "hypercorn", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "megatron-energon", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 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extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "nvidia-resiliency-ext", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "onnxscript", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "openai", version = "2.44.0", source = { registry = "https://pypi.org/simple" }, extra = ["aiohttp"], marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "opentelemetry-api", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "orjson", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "pillow", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "quart", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "tensorstore", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "tqdm", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "wget", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "zstandard", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, ] inference = [ - { name = "torch-memory-saver", version = "0.0.10b1", source = { git = "https://github.com/fzyzcjy/torch_memory_saver.git?rev=9bc9a442e6d108c7b7903def199896a005143aaf#9bc9a442e6d108c7b7903def199896a005143aaf" } }, + { name = "torch-memory-saver", version = "0.0.10b1", source = { git = "https://github.com/fzyzcjy/torch_memory_saver.git?rev=9bc9a442e6d108c7b7903def199896a005143aaf#9bc9a442e6d108c7b7903def199896a005143aaf" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, ] mlm = [ - { name = "accelerate" }, - { name = "flask-restful" }, - { name = "gigatoken" }, - { name = "omegaconf" }, - { name = "sentencepiece" }, - { name = "tiktoken" }, - { name = "transformers", version = "5.12.1", source = { registry = "https://pypi.org/simple" } }, - { name = "wandb" }, + { name = "accelerate", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "flask-restful", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "gigatoken", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "omegaconf", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "sentencepiece", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "tiktoken", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "transformers", version = "5.12.1", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "wandb", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, ] te = [ - { name = "transformer-engine", extra = ["core-cu13", "pytorch"], marker = "extra == 'extra-7-nemo-rl-mcore' or (extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "transformer-engine", extra = ["core-cu13", "pytorch"], marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and extra 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(sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 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'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "huey", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' 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sys_platform == 'linux')" }, + { name = "wandb", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, ] [package.optional-dependencies] moe = [ - { name = "apache-tvm-ffi" }, - { name = "causal-conv1d" }, - { name = "deep-ep" }, - { name = "flash-linear-attention" }, - { name = "mamba-ssm" }, - { name = "nv-grouped-gemm" }, - { name = "onnxscript" }, - { name = "tile-kernels" }, - { name = "tilelang", version = "0.1.11", source = { registry = "https://pypi.org/simple" } }, - { name = "transformer-engine", extra = ["core-cu13", "pytorch"], marker = "extra == 'extra-7-nemo-rl-automodel' or (extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 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== 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (extra != 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (extra != 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (extra != 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (extra != 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (extra != 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "transformer-engine", extra = ["core-cu13", "pytorch"], marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 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and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-automodel') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-automodel') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, ] [package.metadata] @@ -3950,40 +4150,40 @@ test = [ name = "nemo-gym" source = { editable = "3rdparty/Gym-workspace/Gym" } dependencies = [ - { name = "aiohttp" }, - { name = "anthropic" }, - { name = "datasets" }, - { name = "devtools" }, - { name = "fastapi", extra = ["standard"], marker = "extra == 'extra-7-nemo-rl-automodel' or extra == 'extra-7-nemo-rl-mcore' or extra == 'extra-7-nemo-rl-nemo-gym' or (extra == 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-sglang') or (extra == 'extra-7-nemo-rl-nvrx' and extra != 'extra-7-nemo-rl-sglang') or (extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (extra != 'extra-7-nemo-rl-sglang' and extra != 'extra-7-nemo-rl-trtllm')" }, - { name = "fonttools" }, - { name = "gitpython" }, - { name = "httptools" }, - { name = "hydra-core" }, - { name = "itsdangerous" }, - { name = "mcp" }, - { name = "mlflow" }, - { name = "mlflow-skinny" }, - { name = "omegaconf" }, - { name = "openai", version = "2.44.0", source = { registry = "https://pypi.org/simple" } }, - { name = "orjson" }, - { name = "packaging" }, - { name = "psutil" }, - { name = "pyarrow" }, - { name = "pyasn1" }, - { name = "pydantic" }, - { name = "pydantic-core" }, - { name = "pydot" }, - { name = "python-multipart" }, - { name = "ray", extra = ["default"], marker = "extra == 'extra-7-nemo-rl-automodel' or extra == 'extra-7-nemo-rl-mcore' or extra == 'extra-7-nemo-rl-nemo-gym' or (extra == 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-sglang') or (extra == 'extra-7-nemo-rl-nvrx' and extra != 'extra-7-nemo-rl-sglang') or (extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (extra != 'extra-7-nemo-rl-sglang' and extra != 'extra-7-nemo-rl-trtllm')" }, - { name = "rich" }, - { name = "scipy" }, - { name = "sqlparse" }, - { name = "tqdm" }, - { name = "urllib3" }, - { name = "uvicorn" }, - { name = "uvloop" }, - { name = "wandb" }, - { name = "yappi" }, + { name = "aiohttp", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "anthropic", version = "0.109.2", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "datasets", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "devtools", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "fastapi", extra = ["standard"], marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-automodel') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nemo-gym') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-automodel') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nemo-gym') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-7-nemo-rl-sglang' and extra != 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra != 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra != 'extra-7-nemo-rl-sglang' and extra != 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra != 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'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "sqlparse", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 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extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "uvicorn", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "uvloop", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "wandb", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "yappi", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm')" }, ] [package.metadata] @@ -4063,191 +4263,206 @@ name = "nemo-lens" version = "0.2.0+b0f977d" source = { git = "https://github.com/NVIDIA-NeMo/Lens.git?rev=b0f977d414b2f89938604a0b7eaa78ee08bc8700#b0f977d414b2f89938604a0b7eaa78ee08bc8700" } dependencies = [ - { name = "opentelemetry-api" }, + { name = "opentelemetry-api", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, ] [package.optional-dependencies] aiohttp = [ - { name = "opentelemetry-exporter-otlp-proto-grpc" }, - { name = "opentelemetry-exporter-otlp-proto-http" }, - { name = "opentelemetry-instrumentation-aiohttp-client" }, - { name = "opentelemetry-sdk" }, + { name = "opentelemetry-exporter-otlp-proto-grpc", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "opentelemetry-exporter-otlp-proto-http", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "opentelemetry-instrumentation-aiohttp-client", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "opentelemetry-sdk", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, ] sdk = [ - { name = "opentelemetry-exporter-otlp-proto-grpc" }, - { name = "opentelemetry-exporter-otlp-proto-http" }, - { name = "opentelemetry-sdk" }, + { name = "opentelemetry-exporter-otlp-proto-grpc", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "opentelemetry-exporter-otlp-proto-http", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 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extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, ] [package.optional-dependencies] automodel = [ - { name = "causal-conv1d" }, - { name = "deep-ep" }, - { name = "flash-attn", version = "2.8.1+cu13torch2.10cxx11abitrue", source = { url = 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'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "nvidia-cutlass-dsl", version = "4.6.2", source = { registry = "https://pypi.org/simple" }, extra = ["cu13"], marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "nvshmem4py-cu13", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "tilelang", version = "0.1.9", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "torch", version = "2.13.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "torch-memory-saver", version = "0.0.10b1", source = { git = "https://github.com/fzyzcjy/torch_memory_saver.git?rev=9bc9a442e6d108c7b7903def199896a005143aaf#9bc9a442e6d108c7b7903def199896a005143aaf" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "torchvision", version = "0.28.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "transformers", version = "5.12.1", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, ] modelopt = [ - { name = "nvidia-modelopt", marker = "extra == 'extra-7-nemo-rl-automodel' or extra == 'extra-7-nemo-rl-mcore' or extra == 'extra-7-nemo-rl-modelopt' or extra == 'extra-7-nemo-rl-nemo-gym' or extra == 'extra-7-nemo-rl-nvrx' or extra == 'extra-7-nemo-rl-sglang' or extra != 'extra-7-nemo-rl-trtllm' or (extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "nvidia-modelopt", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-automodel') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-modelopt') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nemo-gym') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nvrx') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'aarch64' and sys_platform == 'linux' and extra != 'extra-7-nemo-rl-trtllm') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-automodel') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-modelopt') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nemo-gym') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-nvrx') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra != 'extra-7-nemo-rl-trtllm') or (platform_machine == 'aarch64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-nemo-gym' and extra != 'extra-7-nemo-rl-nvrx' and extra != 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'x86_64' and extra != 'extra-7-nemo-rl-automodel' and extra != 'extra-7-nemo-rl-mcore' and extra != 'extra-7-nemo-rl-modelopt' and extra != 'extra-7-nemo-rl-nemo-gym' and extra != 'extra-7-nemo-rl-nvrx' and extra != 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, ] nemo-gym = [ - { name = "nemo-gym" }, + { name = "nemo-gym", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm')" }, ] nvrx = [ - { name = "nvidia-resiliency-ext" }, + { name = "nvidia-resiliency-ext", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm')" }, ] sglang = [ - { name = "flashinfer-cubin", version = "0.6.14", source = { registry = "https://flashinfer.ai/whl/" } }, - { name = "flashinfer-jit-cache", version = "0.6.14+cu130", source = { registry = "https://flashinfer.ai/whl/cu130" } }, - { name = "flashinfer-python", version = "0.6.14", source = { registry = "https://flashinfer.ai/whl/" } }, - { name = "kernels" }, - { name = "sglang" }, - { name = "sglang-kernel" }, - { name = "sglang-router" }, - { name = "tilelang", version = "0.1.11", source = { 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(sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 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and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "types-requests", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, ] docs = [ - { name = "gitpython" }, - { name = "myst-parser" }, - { name = "nvidia-sphinx-theme" }, - { name = "python-dotenv" }, - { name = "sphinx" }, - { name = "sphinx-autobuild" }, - { name = "sphinx-autodoc2" }, - { name = "sphinx-copybutton" }, - { name = "sphinx-design" }, - { name = "sphinxcontrib-mermaid" }, - { name = "swagger-plugin-for-sphinx" }, + { name = "gitpython", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "myst-parser", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "nvidia-sphinx-theme", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "python-dotenv", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "sphinx", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 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'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "sphinx-autodoc2", 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extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "sphinx-copybutton", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "sphinx-design", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "sphinxcontrib-mermaid", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "swagger-plugin-for-sphinx", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, ] test = [ - { name = "pytest" }, - { name = "pytest-asyncio" }, - { name = "pytest-cov" }, - { name = "pytest-shard" }, - { name = "pytest-testmon" }, - { name = "pytest-timeout" }, + { name = "pytest", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "pytest-asyncio", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "pytest-cov", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "pytest-shard", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 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(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "pytest-timeout", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-sglang') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-trtllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-sglang' and extra == 'extra-7-nemo-rl-vllm') or (sys_platform != 'linux' and extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, ] [package.metadata] @@ -4259,6 +4474,8 @@ requires-dist = [ { name = "causal-conv1d", marker = "extra == 'mcore'", git = "https://github.com/Dao-AILab/causal-conv1d?rev=4f6ae4e26ae5fe8af9372f8d312ab25cc4595223" }, { name = "colored", specifier = "==2.2.3" }, { name = "cuda-bindings", marker = "sys_platform != 'darwin'" }, + { name = "cuda-bindings", marker = "extra == 'trtllm'", specifier = "<13.4" }, + { name = "cuda-python", marker = "extra == 'trtllm'", specifier = "<13.4" }, { name = "cuda-python", marker = "extra == 'vllm'" }, { name = "cupy-cuda13x", marker = "extra == 'mcore'" }, { name = "datasets", specifier = ">=4.0.0" }, @@ -4268,22 +4485,18 @@ requires-dist = [ { name = "deep-ep", marker = "extra == 'vllm'", git = "https://github.com/deepseek-ai/DeepEP.git?rev=17cfb817bccec3a9c247013360cc550c2bac441e" }, { name = "deep-gemm", marker = "extra == 'vllm'", git = "https://github.com/deepseek-ai/DeepGEMM.git?rev=67fc64863d43521080bf2005e6528d0fceee9510" }, { name = "fastokens", specifier = ">=0.2.0" }, - { name = "flash-attn", marker = "platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'automodel'", url = "https://github.com/Dao-AILab/flash-attention/releases/download/v2.8.1/flash_attn-2.8.1+cu13torch2.10cxx11abiTRUE-cp313-cp313-linux_aarch64.whl" }, - { name = "flash-attn", marker = "platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'mcore'", url = "https://github.com/Dao-AILab/flash-attention/releases/download/v2.8.1/flash_attn-2.8.1+cu13torch2.10cxx11abiTRUE-cp313-cp313-linux_aarch64.whl" }, - { name = "flash-attn", marker = "platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'automodel'", url = "https://github.com/Dao-AILab/flash-attention/releases/download/v2.8.1/flash_attn-2.8.1+cu13torch2.10cxx11abiTRUE-cp313-cp313-linux_x86_64.whl" }, - { name = "flash-attn", marker = "platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'mcore'", url = "https://github.com/Dao-AILab/flash-attention/releases/download/v2.8.1/flash_attn-2.8.1+cu13torch2.10cxx11abiTRUE-cp313-cp313-linux_x86_64.whl" }, - { name = "flash-attn", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'automodel') or (sys_platform != 'linux' and extra == 'automodel')", specifier = "==2.8.1" }, - { name = "flash-attn", marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'mcore') or (sys_platform != 'linux' and extra == 'mcore')", specifier = "==2.8.1" }, + { name = "flash-attn", marker = "extra == 'automodel'", specifier = "==2.8.1" }, + { name = "flash-attn", marker = "extra == 'mcore'", specifier = "==2.8.1" }, { name = "flash-mla", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'mcore') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'mcore')", git = "https://github.com/deepseek-ai/FlashMLA?rev=b7643bd54521f563b839b98289b5cd048c062ba2" }, { name = "flashinfer-cubin", marker = "extra == 'mcore'", specifier = "==0.6.18.post1", index = "https://flashinfer.ai/whl/" }, { name = "flashinfer-cubin", marker = "extra == 'sglang'", specifier = "==0.6.14", index = "https://flashinfer.ai/whl/" }, - { name = "flashinfer-cubin", marker = "extra == 'vllm'", specifier = "==0.6.14", index = "https://flashinfer.ai/whl/" }, + { name = "flashinfer-cubin", marker = "extra == 'vllm'", specifier = "==0.6.18", index = "https://flashinfer.ai/whl/" }, { name = "flashinfer-jit-cache", marker = "extra == 'mcore'", specifier = "==0.6.18.post1", index = "https://flashinfer.ai/whl/cu130" }, { name = "flashinfer-jit-cache", marker = "extra == 'sglang'", specifier = "==0.6.14", index = "https://flashinfer.ai/whl/cu130" }, - { name = "flashinfer-jit-cache", marker = "extra == 'vllm'", specifier = "==0.6.14", index = "https://flashinfer.ai/whl/cu130" }, + { name = "flashinfer-jit-cache", marker = "extra == 'vllm'", specifier = "==0.6.18", index = "https://flashinfer.ai/whl/cu130" }, { name = "flashinfer-python", marker = "extra == 'mcore'", specifier = "==0.6.18.post1" }, { name = "flashinfer-python", marker = "extra == 'sglang'", specifier = "==0.6.14" }, - { name = "flashinfer-python", marker = "extra == 'vllm'", specifier = "==0.6.14" }, + { name = "flashinfer-python", marker = "extra == 'vllm'", specifier = "==0.6.18" }, { name = "hydra-core" }, { name = "kernels", marker = "extra == 'sglang'", specifier = ">=0.14.1,<0.15" }, { name = "mamba-ssm", marker = "extra == 'automodel'", git = "https://github.com/state-spaces/mamba.git?rev=a14b1dff0454a3bc27d9eb31355dc01e4b2490ec" }, @@ -4307,7 +4520,7 @@ requires-dist = [ { name = "nv-grouped-gemm", marker = "extra == 'automodel'", git = "https://github.com/fanshiqing/grouped_gemm?tag=v1.1.4.post7" }, { name = "nvidia-cudnn-cu13", marker = "sys_platform != 'darwin'", specifier = "==9.20.0.48" }, { name = "nvidia-cutlass-dsl", extras = ["cu13"], marker = "(platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'mcore') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'mcore')", specifier = "==4.6.2" }, - { name = "nvidia-cutlass-dsl", extras = ["cu13"], marker = "extra == 'vllm'", specifier = "==4.6.0" }, + { name = "nvidia-cutlass-dsl", extras = ["cu13"], marker = "extra == 'vllm'", specifier = "==4.6.2" }, { name = "nvidia-ml-py" }, { name = "nvidia-modelopt", marker = "extra == 'modelopt'", git = "https://github.com/NVIDIA/Model-Optimizer?rev=43fd41a58d52c4e6e5dec1d1ff5989ecc737ae1a" }, { name = "nvidia-nvshmem-cu13", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')", specifier = ">=3.6.5" }, @@ -4321,7 +4534,6 @@ requires-dist = [ { name = "plotly" }, { name = "pybase64" }, { name = "pyzmq" }, - { name = "quack-kernels", marker = "extra == 'vllm'", specifier = "==0.6.1" }, { name = "ray", extras = ["default"], specifier = ">=2.55.1" }, { name = "rich" }, { name = "sentencepiece" }, @@ -4336,19 +4548,39 @@ requires-dist = [ { name = "tensordict" }, { name = "tensorrt-llm", marker = "extra == 'trtllm'", directory = "3rdparty/TensorRT-LLM-workspace" }, { name = "tiktoken" }, - { name = "tilelang", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')", specifier = ">=0.1.9,<0.1.12" }, + { name = "tilelang", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')", specifier = ">=0.1.9,<0.1.13" }, { name = "tilelang", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'mcore') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'mcore')", specifier = "==0.1.9" }, + { name = "tilelang", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux' and extra == 'vllm') or (platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 'vllm')", specifier = "==0.1.12" }, { name = "tilelang", marker = "platform_machine == 'x86_64' and sys_platform == 'linux' and extra == 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'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, + { name = "nvidia-mathdx", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "nvidia-ml-py", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "openai", version = "2.6.1", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "openai-harmony", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "orjson", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "outlines", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "packaging", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "partial-json-parser", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "pillow", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "prometheus-client", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "psutil", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "py-spy", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "pybase64", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "pydantic", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "python-multipart", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "pyzmq", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "quack-kernels", version = "0.6.3", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "requests", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "scipy", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "sentencepiece", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "setproctitle", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "sgl-deep-gemm", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "sglang-kernel", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "smg-grpc-servicer", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "soundfile", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "tiktoken", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "tilelang", version = "0.1.11", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "timm", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "tokenspeed-mla", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "torch", version = "2.11.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "torch-memory-saver", version = "0.0.10", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "torchao", version = "0.17.0", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "torchaudio", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "torchcodec", version = "0.11.1", source = { registry = "https://pypi.org/simple" }, marker = "platform_machine == 'x86_64' and sys_platform == 'linux'" }, + { name = "torchvision", version = "0.26.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "tqdm", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "transformers", version = "5.12.1", source = { registry = "https://pypi.org/simple" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "uvicorn", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "uvloop", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "watchfiles", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "xgrammar", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "xxhash", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "zstandard", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, ] [[package]] @@ -7093,11 +7328,11 @@ name = "sglang-router" version = "0.3.2" source = { registry = "https://pypi.org/simple" } dependencies = [ - { name = "aiohttp" }, - { name = "fastapi", extra = ["standard"], marker = "extra == 'extra-7-nemo-rl-sglang' or (extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (extra == 'extra-7-nemo-rl-modelopt' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-nemo-gym' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-nvrx' and extra == 'extra-7-nemo-rl-trtllm') or (extra == 'extra-7-nemo-rl-trtllm' and extra == 'extra-7-nemo-rl-vllm')" }, - { name = "orjson" }, - { name = "setproctitle" }, - { name = "uvicorn" }, + { name = "aiohttp", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "fastapi", extra = ["standard"], marker = "(platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-sglang') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-trtllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-mcore' and extra == 'extra-7-nemo-rl-vllm') or (platform_machine != 'aarch64' and platform_machine != 'x86_64' and extra == 'extra-7-nemo-rl-modelopt' and extra == 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sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, ] [[package]] @@ -8340,9 +8620,9 @@ name = "transformer-engine-cu13" version = "2.18.0" source = { registry = "https://pypi.org/simple" } dependencies = [ - { name = "importlib-metadata" }, - { name = "packaging" }, - { name = "pydantic" }, + { name = "importlib-metadata", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "packaging", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "pydantic", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, ] wheels = [ { url = 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'x86_64' and sys_platform == 'linux')" }, + { name = "nvidia-cudnn-frontend", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "onnx", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "onnxscript", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "packaging", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "pydantic", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "torch", version = "2.13.0+cu130", source = { registry = "https://download.pytorch.org/whl/cu130" }, marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "transformer-engine-cu13", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, ] sdist = { url = "https://files.pythonhosted.org/packages/db/f9/34ad04b8e32f3d43f6dd166831a68741eea0a4448a3b30d87e4b6da00bbd/transformer_engine_torch-2.18.0.tar.gz", hash = "sha256:47b812b1cb7b6941fedd3d160a2239a346ee88c28c60937a694f49f54ddccf79", size = 412496, upload-time = "2026-08-11T00:49:35.528Z" } @@ -8375,15 +8655,15 @@ resolution-markers = [ "platform_machine == 'aarch64' and sys_platform == 'linux'", ] dependencies = [ - { name = "huggingface-hub", marker = "extra == 'extra-7-nemo-rl-trtllm' or (extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-mcore') or (extra == 'extra-7-nemo-rl-automodel' and extra == 'extra-7-nemo-rl-sglang') or (extra == 'extra-7-nemo-rl-automodel' and extra == 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