Speed up Punica compilation (vllm-project#2632)

hongxiayang · Jan 28, 2024 · 2580ea5 · 2580ea5
1 parent 9297675
commit 2580ea5
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Showing 21 changed files with 100 additions and 22 deletions.
diff --git a/.buildkite/test-template.j2 b/.buildkite/test-template.j2
@@ -5,7 +5,7 @@
 steps:
   - label: ":docker: build image"
     commands:
-      - "docker build --tag {{ docker_image }} --target test --progress plain ."
+      - "docker build --build-arg max_jobs=16 --tag {{ docker_image }} --target test --progress plain ."
       - "docker push {{ docker_image }}"
     env:
       DOCKER_BUILDKIT: "1"

diff --git a/csrc/punica/bgmv/bgmv_all.cu b/csrc/punica/bgmv/bgmv_all.cu
diff --git a/csrc/punica/bgmv/bgmv_bf16_bf16_bf16.cu b/csrc/punica/bgmv/bgmv_bf16_bf16_bf16.cu
@@ -0,0 +1,4 @@
+#include "bgmv_config.h"
+#include "bgmv_impl.cuh"
+
+FOR_BGMV_WIDE_NARROW(INST_BGMV_TWOSIDE, nv_bfloat16, nv_bfloat16, nv_bfloat16)
diff --git a/csrc/punica/bgmv/bgmv_bf16_bf16_fp16.cu b/csrc/punica/bgmv/bgmv_bf16_bf16_fp16.cu
@@ -0,0 +1,4 @@
+#include "bgmv_config.h"
+#include "bgmv_impl.cuh"
+
+FOR_BGMV_WIDE_NARROW(INST_BGMV_TWOSIDE, nv_bfloat16, nv_bfloat16, nv_half)
diff --git a/csrc/punica/bgmv/bgmv_bf16_fp16_bf16.cu b/csrc/punica/bgmv/bgmv_bf16_fp16_bf16.cu
@@ -0,0 +1,4 @@
+#include "bgmv_config.h"
+#include "bgmv_impl.cuh"
+
+FOR_BGMV_WIDE_NARROW(INST_BGMV_TWOSIDE, nv_bfloat16, nv_half, nv_bfloat16)
diff --git a/csrc/punica/bgmv/bgmv_bf16_fp16_fp16.cu b/csrc/punica/bgmv/bgmv_bf16_fp16_fp16.cu
@@ -0,0 +1,4 @@
+#include "bgmv_config.h"
+#include "bgmv_impl.cuh"
+
+FOR_BGMV_WIDE_NARROW(INST_BGMV_TWOSIDE, nv_bfloat16, nv_half, nv_half)
diff --git a/csrc/punica/bgmv/bgmv_bf16_fp32_bf16.cu b/csrc/punica/bgmv/bgmv_bf16_fp32_bf16.cu
@@ -0,0 +1,4 @@
+#include "bgmv_config.h"
+#include "bgmv_impl.cuh"
+
+FOR_BGMV_WIDE_NARROW(INST_BGMV_TWOSIDE, nv_bfloat16, float, nv_bfloat16)
diff --git a/csrc/punica/bgmv/bgmv_bf16_fp32_fp16.cu b/csrc/punica/bgmv/bgmv_bf16_fp32_fp16.cu
@@ -0,0 +1,4 @@
+#include "bgmv_config.h"
+#include "bgmv_impl.cuh"
+
+FOR_BGMV_WIDE_NARROW(INST_BGMV_TWOSIDE, nv_bfloat16, float, nv_half)
diff --git a/csrc/punica/bgmv/bgmv_fp16_bf16_bf16.cu b/csrc/punica/bgmv/bgmv_fp16_bf16_bf16.cu
@@ -0,0 +1,4 @@
+#include "bgmv_config.h"
+#include "bgmv_impl.cuh"
+
+FOR_BGMV_WIDE_NARROW(INST_BGMV_TWOSIDE, nv_half, nv_bfloat16, nv_bfloat16)
diff --git a/csrc/punica/bgmv/bgmv_fp16_bf16_fp16.cu b/csrc/punica/bgmv/bgmv_fp16_bf16_fp16.cu
@@ -0,0 +1,4 @@
+#include "bgmv_config.h"
+#include "bgmv_impl.cuh"
+
+FOR_BGMV_WIDE_NARROW(INST_BGMV_TWOSIDE, nv_half, nv_bfloat16, nv_half)
diff --git a/csrc/punica/bgmv/bgmv_fp16_fp16_bf16.cu b/csrc/punica/bgmv/bgmv_fp16_fp16_bf16.cu
@@ -0,0 +1,4 @@
+#include "bgmv_config.h"
+#include "bgmv_impl.cuh"
+
+FOR_BGMV_WIDE_NARROW(INST_BGMV_TWOSIDE, nv_half, nv_half, nv_bfloat16)
diff --git a/csrc/punica/bgmv/bgmv_fp16_fp16_fp16.cu b/csrc/punica/bgmv/bgmv_fp16_fp16_fp16.cu
@@ -0,0 +1,4 @@
+#include "bgmv_config.h"
+#include "bgmv_impl.cuh"
+
+FOR_BGMV_WIDE_NARROW(INST_BGMV_TWOSIDE, nv_half, nv_half, nv_half)
diff --git a/csrc/punica/bgmv/bgmv_fp16_fp32_bf16.cu b/csrc/punica/bgmv/bgmv_fp16_fp32_bf16.cu
@@ -0,0 +1,4 @@
+#include "bgmv_config.h"
+#include "bgmv_impl.cuh"
+
+FOR_BGMV_WIDE_NARROW(INST_BGMV_TWOSIDE, nv_half, float, nv_bfloat16)
diff --git a/csrc/punica/bgmv/bgmv_fp16_fp32_fp16.cu b/csrc/punica/bgmv/bgmv_fp16_fp32_fp16.cu
@@ -0,0 +1,4 @@
+#include "bgmv_config.h"
+#include "bgmv_impl.cuh"
+
+FOR_BGMV_WIDE_NARROW(INST_BGMV_TWOSIDE, nv_half, float, nv_half)
diff --git a/csrc/punica/bgmv/bgmv_fp32_bf16_bf16.cu b/csrc/punica/bgmv/bgmv_fp32_bf16_bf16.cu
@@ -0,0 +1,4 @@
+#include "bgmv_config.h"
+#include "bgmv_impl.cuh"
+
+FOR_BGMV_WIDE_NARROW(INST_BGMV_TWOSIDE, float, nv_bfloat16, nv_bfloat16)
diff --git a/csrc/punica/bgmv/bgmv_fp32_bf16_fp16.cu b/csrc/punica/bgmv/bgmv_fp32_bf16_fp16.cu
@@ -0,0 +1,4 @@
+#include "bgmv_config.h"
+#include "bgmv_impl.cuh"
+
+FOR_BGMV_WIDE_NARROW(INST_BGMV_TWOSIDE, float, nv_bfloat16, nv_half)
diff --git a/csrc/punica/bgmv/bgmv_fp32_fp16_bf16.cu b/csrc/punica/bgmv/bgmv_fp32_fp16_bf16.cu
@@ -0,0 +1,4 @@
+#include "bgmv_config.h"
+#include "bgmv_impl.cuh"
+
+FOR_BGMV_WIDE_NARROW(INST_BGMV_TWOSIDE, float, nv_half, nv_bfloat16)
diff --git a/csrc/punica/bgmv/bgmv_fp32_fp16_fp16.cu b/csrc/punica/bgmv/bgmv_fp32_fp16_fp16.cu
@@ -0,0 +1,4 @@
+#include "bgmv_config.h"
+#include "bgmv_impl.cuh"
+
+FOR_BGMV_WIDE_NARROW(INST_BGMV_TWOSIDE, float, nv_half, nv_half)
diff --git a/csrc/punica/bgmv/bgmv_fp32_fp32_bf16.cu b/csrc/punica/bgmv/bgmv_fp32_fp32_bf16.cu
@@ -0,0 +1,4 @@
+#include "bgmv_config.h"
+#include "bgmv_impl.cuh"
+
+FOR_BGMV_WIDE_NARROW(INST_BGMV_TWOSIDE, float, float, nv_bfloat16)
diff --git a/csrc/punica/bgmv/bgmv_fp32_fp32_fp16.cu b/csrc/punica/bgmv/bgmv_fp32_fp32_fp16.cu
@@ -0,0 +1,4 @@
+#include "bgmv_config.h"
+#include "bgmv_impl.cuh"
+
+FOR_BGMV_WIDE_NARROW(INST_BGMV_TWOSIDE, float, float, nv_half)
diff --git a/csrc/punica/bgmv/generator.py b/csrc/punica/bgmv/generator.py
@@ -0,0 +1,27 @@
+DTYPES = ["fp16", "bf16", "fp32"]
+DTYPE_MAP = {
+    "fp16": "nv_half",
+    "bf16": "nv_bfloat16",
+    "fp32": "float",
+}
+
+TEMPLATE = """
+#include "bgmv_config.h"
+#include "bgmv_impl.cuh"
+
+FOR_BGMV_WIDE_NARROW(INST_BGMV_TWOSIDE, {input_dtype}, {output_dtype}, {weight_dtype})
+""".lstrip()
+
+for input_dtype in DTYPES:
+    for output_dtype in DTYPES:
+        for weight_dtype in DTYPES:
+            if weight_dtype == "fp32":
+                # FP32 weights are not supported.
+                continue
+            kernel_definition = TEMPLATE.format(
+                input_dtype=DTYPE_MAP[input_dtype],
+                output_dtype=DTYPE_MAP[output_dtype],
+                weight_dtype=DTYPE_MAP[weight_dtype])
+            filename = f"bgmv_{input_dtype}_{output_dtype}_{weight_dtype}.cu"
+            with open(filename, "w") as f:
+                f.write(kernel_definition)