[Doc]: fix various spelling issues in multiple files (#23636)
Signed-off-by: Didier Durand <durand.didier@gmail.com>
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@@ -133,7 +133,7 @@ class FusedMoEModularKernel:
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Typically a FusedMoEPrepareAndFinalize type is backed by an All2All Dispatch & Combine implementation / kernel. For example,
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* PplxPrepareAndFinalize type is backed by Pplx All2All kernels,
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* DeepEPHTPrepareAndFinalize type is backed by DeepEP High-Throughtput All2All kernels, and
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* DeepEPHTPrepareAndFinalize type is backed by DeepEP High-Throughput All2All kernels, and
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* DeepEPLLPrepareAndFinalize type is backed by DeepEP Low-Latency All2All kernels.
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#### Step 1: Add an All2All manager
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@@ -183,7 +183,7 @@ implementations that input `FusedMoEActivationFormat.Standard` support chunking
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#### maybe_make_prepare_finalize
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The `maybe_make_prepare_finalize` method is responsbile for constructing an instance of `FusedMoEPrepareAndFinalize` when appropriate based on the current all2all backend, e.g. when EP + DP is enabled. The base class method currently constructs all the `FusedMoEPrepareAndFinalize` objects for the EP+DP case. Derived classes can override this method to construct prepare/finalize objects for different scenarios, e.g. `ModelOptNvFp4FusedMoE` can construct a `FlashInferCutlassMoEPrepareAndFinalize` for the EP+TP case.
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The `maybe_make_prepare_finalize` method is responsible for constructing an instance of `FusedMoEPrepareAndFinalize` when appropriate based on the current all2all backend, e.g. when EP + DP is enabled. The base class method currently constructs all the `FusedMoEPrepareAndFinalize` objects for the EP+DP case. Derived classes can override this method to construct prepare/finalize objects for different scenarios, e.g. `ModelOptNvFp4FusedMoE` can construct a `FlashInferCutlassMoEPrepareAndFinalize` for the EP+TP case.
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Please refer to the implementations in,
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* `ModelOptNvFp4FusedMoE`
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@@ -198,7 +198,7 @@ Please refer to the implementations in,
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* `CompressedTensorsW8A8Fp8MoECutlassMethod`
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* `Fp8MoEMethod`
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* `ModelOptNvFp4FusedMoE`
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dervied classes.
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derived classes.
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#### init_prepare_finalize
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