Fix f-string syntax
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@@ -164,7 +164,7 @@ def main():
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)
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c = F.cosine_similarity(q_rope_ref.flatten().unsqueeze(0).float(), q_test.flatten().unsqueeze(0).float()).item()
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print(f" fused_qnorm_rope vs manual: cosine = {c:.6f} {'PASS' if c>=0.999 else 'FAIL'}")
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print(f" fused_qnorm_rope vs manual: cosine = {c:.6f} str('PASS' if c>=0.999 else 'FAIL')")
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# ── Test 2: Verify blackwell_attention_kv_write ───────────
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print("\n=== Test 2: blackwell_attention_kv_write ===")
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@@ -195,7 +195,7 @@ def main():
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kv_dequant = kv_dequantize_fp8(kv_read, inv_read)
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c = F.cosine_similarity(kv_rope_manual.flatten().unsqueeze(0).float(), kv_dequant.flatten().unsqueeze(0).float()).item()
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print(f" vllm_kv_write roundtrip: cosine = {c:.6f} {'PASS' if c>=0.99 else 'FAIL'}")
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print(f" vllm_kv_write roundtrip: cosine = {c:.6f} str('PASS' if c>=0.99 else 'FAIL')")
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# ── Test 3: Decode attention using swa_indices ────────────
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print("\n=== Test 3: Decode attention with swa_indices ===")
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@@ -242,7 +242,8 @@ def main():
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o_ref_decode = o_ref[-1:]
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c = F.cosine_similarity(o_decode.flatten().unsqueeze(0).float(), o_ref_decode.flatten().unsqueeze(0).float()).item()
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print(f" Decode vs reference cosine: {c:.6f} {'PASS' if c>=0.98 else 'FAIL}")
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status = "PASS" if c >= 0.98 else "FAIL"
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print(f" Decode vs reference cosine: {c:.6f} {status}")
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print("\n=== DONE ===")
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