[rocm-libraries] ROCm/rocm-libraries#6867 (commit 3cb0219)

Added custom FMHA codegen receipt for TransformerEngine
 (#6867)

## Motivation

TE uses AITER to build static MHA libraries, which ultimately rely on CK
kernels. We use the `600` receipt which generates more kernels than TE
truly needs. This bespoke receipt allows us to minimize the kernel
count, compile time, and memory footprint of our MHA library.

## Technical Details

Extended the receipt mechanism to include a custom `700` receipt for
TE's needs

## Test Plan

Test by building TE using the same receipt profile

## Test Result

Build validated in TE using a custom feature branches of AITER/CK to
temporarily apply the patch

## Submission Checklist

- [ ] Look over the contributing guidelines at
https://github.com/ROCm/ROCm/blob/develop/CONTRIBUTING.md#pull-requests.

example/ck_tile/01_fmha/codegen/ops/fmha_batch_prefill.py

@@ -878,6 +878,8 @@ def get_fwd_blobs(
                         cond &= pipeline.F_qscale == "no"
                         if not cond:
                             continue
+                    elif receipt == 700:
+                        continue  # TE does not use this API
 
                     # fp32 only
                     if receipt == 800 or receipt == 801:

example/ck_tile/01_fmha/codegen/ops/fmha_bwd.py

@@ -1149,6 +1149,12 @@ def get_bwd_blobs(
                 cond = dtype in ["fp16", "bf16"]
                 if not cond:
                     continue
+            # TransformerEngine integration
+            elif receipt == 700:
+                cond = dtype in ["fp16", "bf16"]
+                cond &= dropout in ["no", "dropout_wg32", "dropout_wg16"]
+                if not cond:
+                    continue
 
             # fp32 only, all variations
             if receipt == 800:

example/ck_tile/01_fmha/codegen/ops/fmha_fwd.py

@@ -1454,6 +1454,20 @@ def get_product(receipt: int) -> Product:
             return cond
 
         return Product(name="aiter::mha_fwd C++ api integration", rule=fit)
+    # TransformerEngine integration
+    elif receipt == 700:
+
+        def fit(problem_ctx: ProblemContext, kernel_ctx: KernelContext) -> bool:
+            cond = problem_ctx.dtype in ["fp16", "bf16"]
+            cond &= kernel_ctx.pipeline.F_vlayout == "row"
+            cond &= kernel_ctx.pipeline.F_qscale == "no"
+            cond &= kernel_ctx.pipeline.F_lse == "t"
+            cond &= kernel_ctx.pipeline.F_skip == "f"
+            cond &= kernel_ctx.pipeline.F_sink == "f"
+            cond &= kernel_ctx.pipeline.F_logits == "f"
+            return cond
+
+        return Product(name="TransformerEngine integration", rule=fit)
     elif receipt == 888:
 
         def fit(problem_ctx: ProblemContext, kernel_ctx: KernelContext) -> bool:

example/ck_tile/01_fmha/codegen/ops/fmha_fwd_splitkv.py

@@ -970,6 +970,8 @@ def get_fwd_splitkv_blobs(
                     cond &= pipeline.F_squant == "f"
                     if not cond:
                         continue
+                elif receipt == 700:
+                    continue  # TE does not use this API
 
                 # fp32 only
                 if receipt == 800 or receipt == 801:

example/ck_tile/01_fmha/codegen/ops/fmha_pagedkv_prefill.py

@@ -745,6 +745,8 @@ def get_fwd_blobs(
                     cond &= pipeline.F_squant == "f"
                     if not cond:
                         continue
+                elif receipt == 700:
+                    continue  # TE does not use this API
 
                 # fp32 only
                 if receipt == 800 or receipt == 801:

example/ck_tile/01_fmha/generate.py

@@ -139,7 +139,9 @@ if __name__ == "__main__":
         + "  200-299: Only generate instance for Aiter(mha_varlen_fwd) integration\n"
         + "  300-399: Only generate instance for Aiter(mha_bwd) integration\n"
         + "  400-499: Only generate instance for Aiter(mha_varlen_bwd) integration\n"
-        + "  600-699: Only generate instance for aiter::mha_fwd && aiter::mha_fwd_splitkv && aiter::mha_bwd C++ api integration",
+        + "  600-699: Only generate instance for aiter::mha_fwd && aiter::mha_fwd_splitkv && aiter::mha_bwd C++ api integration\n"
+        + "  700: Only generate instance for TransformerEngine integration (fwd + bwd, fp16/bf16 only,\n"
+        + "        invariants: row vlayout, has_lse, no skip/sink/logits/qscale)",
     )
 
     parser.add_argument(