[BUG FIX]Fix DSA CPU offload mamba indices signature (#27645)
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@@ -2360,13 +2360,13 @@ class DSATokenToKVPool(MLATokenToKVPool):
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pool=self, buf=buf, loc=loc, index_k=index_k, index_k_scale=index_k_scale
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)
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def get_cpu_copy(self, indices):
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def get_cpu_copy(self, indices, mamba_indices=None):
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# DSA keeps a page-indexed index_k_with_scale_buffer alongside kv_buffer.
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# Retract frees the slots/pages and they get reused by other reqs'
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# set_index_k_scale_buffer, so we must offload it here too -- otherwise
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# resume restores kv_buffer but leaves foreign index/scale in place and
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# DSA attention reads garbage at those token positions.
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kv_cache_cpu = super().get_cpu_copy(indices)
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kv_cache_cpu = super().get_cpu_copy(indices, mamba_indices=mamba_indices)
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page_indices = indices[:: self.page_size] // self.page_size
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torch.cuda.synchronize()
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@@ -2385,8 +2385,10 @@ class DSATokenToKVPool(MLATokenToKVPool):
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return {"kv": kv_cache_cpu, "index_k": index_k_cpu}
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def load_cpu_copy(self, kv_cache_cpu_dict, indices):
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super().load_cpu_copy(kv_cache_cpu_dict["kv"], indices)
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def load_cpu_copy(self, kv_cache_cpu_dict, indices, mamba_indices=None):
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super().load_cpu_copy(
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kv_cache_cpu_dict["kv"], indices, mamba_indices=mamba_indices
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)
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page_indices = indices[:: self.page_size] // self.page_size
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index_k_cpu = kv_cache_cpu_dict["index_k"]
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@@ -1,3 +1,4 @@
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import inspect
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import unittest
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import torch
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@@ -15,6 +16,14 @@ from sglang.test.ci.ci_register import register_cuda_ci
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register_cuda_ci(est_time=9, stage="base-b", runner_config="1-gpu-small")
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class TestDSAOffloadSignatures(unittest.TestCase):
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def test_cpu_copy_methods_accept_mamba_indices(self):
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for method_name in ("get_cpu_copy", "load_cpu_copy"):
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with self.subTest(method_name=method_name):
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signature = inspect.signature(getattr(DSATokenToKVPool, method_name))
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self.assertIn("mamba_indices", signature.parameters)
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class TestDSAHiCacheTransfer(unittest.TestCase):
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def setUp(self):
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if not torch.cuda.is_available():
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