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Update BMM_Theory: bmm_theory/branches/special.py

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admin
2026-09-03 12:43:54 +00:00
parent 4f90f76db9
commit 49397260f6
1 changed files with 7 additions and 15 deletions
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22
BMM/BMM_Theory/bmm_theory/branches/special.py
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@@ -24,14 +24,11 @@ class SpecialBranch(Branch):
c1 = case.k <= 1 c1 = case.k <= 1
checks = [ConditionCheck("1_K<=1 (Cube 无用)", c1, f"K={case.k}")] checks = [ConditionCheck("1_K<=1 (Cube 无用)", c1, f"K={case.k}")]
if case.k == 1: if case.k == 1:
# K=1 的 AIV 通路恒可用 (issue#12): B>=2*AIV 开 UB 乒乓; B<128 退化为 # K=1 触发 AIV 通路需 B >= 2*AIV核数 且单 batch 输入输出能驻留 UB
# AIV 单缓冲 (无乒乓, 逐 batch 串行搬入), 不再是无方案空洞. c2 = case.batch_c >= 2 * self.spec.aiv_num
b = case.batch_c
pingpong = b >= 2 * self.spec.aiv_num
mode = "UB乒乓" if pingpong else "AIV单缓冲(逐batch串行, B<2*AIV)"
checks.append(ConditionCheck( checks.append(ConditionCheck(
"2_K=1的AIV通路: 恒可用 (B>=128 开UB乒乓, 否则单缓冲)", "2_K=1的AIV触发: B >= 2*AIV核数 (开UB乒乓)",
True, f"B={b}, 模式={mode}")) c2, f"B={case.batch_c} vs {2*self.spec.aiv_num}"))
return checks return checks
# ------------------------------------------------------------------ # ------------------------------------------------------------------
@@ -39,15 +36,11 @@ class SpecialBranch(Branch):
s = self.spec s = self.spec
if case.k == 0: if case.k == 0:
sub = "K=0纯写值" sub = "K=0纯写值"
mode = ""
note = "无任何计算, C=bias 或 0, 纯 AIV 写值; 按行均分到 AIV 核" note = "无任何计算, C=bias 或 0, 纯 AIV 写值; 按行均分到 AIV 核"
else: else:
sub = "K=1逐元素乘" sub = "K=1逐元素乘"
pingpong = case.batch_c >= 2 * s.aiv_num note = ("退化为 C=A⊙B 无累加深度, Cube 16x16x16 粒度浪费 15/16; "
mode = "UB乒乓" if pingpong else "AIV单缓冲" "走 AIV 通路 GM->UB->Mul->GM, UB 乒乓")
note = (f"退化为 C=A⊙B 无累加深度, Cube 16x16x16 粒度浪费 15/16; "
f"走 AIV 通路 GM->UB->Mul->GM, {mode} "
f"({'B>=2*AIV 双batch乒乓流水' if pingpong else 'B<2*AIV 逐batch单缓冲串行'})")
return ImplPlan( return ImplPlan(
case_id=case.case_id, branch=self.name, case_id=case.case_id, branch=self.name,
used_core_num=s.aiv_num, # 用 AIV 核 used_core_num=s.aiv_num, # 用 AIV 核
@@ -55,8 +48,7 @@ class SpecialBranch(Branch):
core_map="AIV 核间按行均分 (无 Cube tile 概念)", core_map="AIV 核间按行均分 (无 Cube tile 概念)",
b_core=0, merge_b0=1, b_core=0, merge_b0=1,
single_core_m=0, single_core_n=0, single_core_k=case.k, single_core_m=0, single_core_n=0, single_core_k=case.k,
k_l1=0, b_l1=1, k_l1=0, b_l1=1, l1_form="UB驻留(AIV)",
l1_form="UB驻留(AIV)" if case.k == 0 else "UB驻留(AIV) " + mode,
base_m=0, base_n=0, base_k=0, base_m=0, base_n=0, base_k=0,
l2_policy_in="allocate", l2_policy_out="direct_gm", l2_policy_in="allocate", l2_policy_out="direct_gm",
swizzle_w=0, workspace_bytes=0, swizzle_w=0, workspace_bytes=0,