update variable naming and comments for rocm (#5299)
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@@ -11,8 +11,8 @@ from vllm import _custom_ops as ops
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from sglang.srt.utils import is_hip
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from sglang.srt.utils import is_hip
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is_hip_ = is_hip()
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_is_hip = is_hip()
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fp8_type_ = torch.float8_e4m3fnuz if is_hip_ else torch.float8_e4m3fn
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fp8_type_ = torch.float8_e4m3fnuz if _is_hip else torch.float8_e4m3fn
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def vllm_scaled_fp8_quant(
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def vllm_scaled_fp8_quant(
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@@ -8,8 +8,8 @@ from sgl_kernel import sgl_per_token_group_quant_fp8, sgl_per_token_group_quant_
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from sglang.srt.utils import is_hip
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from sglang.srt.utils import is_hip
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is_hip_ = is_hip()
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_is_hip = is_hip()
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fp8_type_ = torch.float8_e4m3fnuz if is_hip_ else torch.float8_e4m3fn
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fp8_type_ = torch.float8_e4m3fnuz if _is_hip else torch.float8_e4m3fn
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@triton.jit
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@triton.jit
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@@ -9,8 +9,8 @@ from vllm import _custom_ops as ops
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from sglang.srt.utils import is_hip
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from sglang.srt.utils import is_hip
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is_hip_ = is_hip()
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_is_hip = is_hip()
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fp8_type_ = torch.float8_e4m3fnuz if is_hip_ else torch.float8_e4m3fn
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fp8_type_ = torch.float8_e4m3fnuz if _is_hip else torch.float8_e4m3fn
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def vllm_per_token_quant_fp8(
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def vllm_per_token_quant_fp8(
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@@ -61,11 +61,15 @@ TORCH_LIBRARY_EXPAND(sgl_kernel, m) {
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"moe_align_block_size(Tensor topk_ids, int num_experts, int block_size, Tensor! sorted_token_ids, Tensor! "
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"moe_align_block_size(Tensor topk_ids, int num_experts, int block_size, Tensor! sorted_token_ids, Tensor! "
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"experts_ids, Tensor! num_tokens_post_pad, Tensor! token_cnts_buffer, Tensor! cumsum_buffer) -> ()");
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"experts_ids, Tensor! num_tokens_post_pad, Tensor! token_cnts_buffer, Tensor! cumsum_buffer) -> ()");
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m.impl("moe_align_block_size", torch::kCUDA, &moe_align_block_size);
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m.impl("moe_align_block_size", torch::kCUDA, &moe_align_block_size);
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m.def(
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m.def(
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"topk_softmax(Tensor! topk_weights, Tensor! topk_indices, Tensor! "
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"topk_softmax(Tensor! topk_weights, Tensor! topk_indices, Tensor! "
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"token_expert_indices, Tensor gating_output) -> ()");
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"token_expert_indices, Tensor gating_output) -> ()");
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m.impl("topk_softmax", torch::kCUDA, &topk_softmax);
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m.impl("topk_softmax", torch::kCUDA, &topk_softmax);
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/*
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* From csrc/speculative
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*/
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m.def(
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m.def(
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"verify_tree_greedy(Tensor! predicts, Tensor! accept_index, Tensor! accept_token_num, "
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"verify_tree_greedy(Tensor! predicts, Tensor! accept_index, Tensor! accept_token_num, "
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"Tensor candidates, Tensor retrive_index, Tensor retrive_next_token, Tensor retrive_next_sibling, "
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"Tensor candidates, Tensor retrive_index, Tensor retrive_next_token, Tensor retrive_next_sibling, "
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@@ -7,8 +7,8 @@ from sgl_kernel import sgl_per_tensor_quant_fp8
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from sglang.srt.utils import is_hip
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from sglang.srt.utils import is_hip
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is_hip_ = is_hip()
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_is_hip = is_hip()
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fp8_type_ = torch.float8_e4m3fnuz if is_hip_ else torch.float8_e4m3fn
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fp8_type_ = torch.float8_e4m3fnuz if _is_hip else torch.float8_e4m3fn
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def sglang_scaled_fp8_quant(
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def sglang_scaled_fp8_quant(
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@@ -7,8 +7,8 @@ from sgl_kernel import sgl_per_token_quant_fp8
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from sglang.srt.utils import is_hip
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from sglang.srt.utils import is_hip
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is_hip_ = is_hip()
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_is_hip = is_hip()
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fp8_type_ = torch.float8_e4m3fnuz if is_hip_ else torch.float8_e4m3fn
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fp8_type_ = torch.float8_e4m3fnuz if _is_hip else torch.float8_e4m3fn
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def torch_per_token_quant_fp8(tensor, inv_scale):
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def torch_per_token_quant_fp8(tensor, inv_scale):
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