feat(exla): Host IPC and revamped pointer representation (#1531)

elixir-nx · Sep 14, 2024 · 93e4383 · 93e4383
1 parent 116b124
commit 93e4383
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Showing 10 changed files with 260 additions and 76 deletions.
diff --git a/exla/Makefile b/exla/Makefile
@@ -61,8 +61,8 @@ $(EXLA_SO): $(EXLA_CACHE_SO)
 		ln -sf $(EXLA_CACHE_SO_LINK_PATH) $(EXLA_SO) ; \
 	fi
 
-SOURCES = $(EXLA_DIR)/exla.cc $(EXLA_DIR)/exla_mlir.cc $(EXLA_DIR)/custom_calls.cc $(EXLA_DIR)/exla_client.cc $(EXLA_DIR)/exla_nif_util.cc
-HEADERS = $(EXLA_DIR)/exla_mlir.h $(EXLA_DIR)/custom_calls.h $(EXLA_DIR)/exla_client.h $(EXLA_DIR)/exla_nif_util.h $(EXLA_DIR)/exla_log_sink.h
+SOURCES = $(EXLA_DIR)/exla.cc $(EXLA_DIR)/exla_mlir.cc $(EXLA_DIR)/custom_calls.cc $(EXLA_DIR)/exla_client.cc $(EXLA_DIR)/exla_nif_util.cc $(EXLA_DIR)/ipc.cc
+HEADERS = $(EXLA_DIR)/exla_mlir.h $(EXLA_DIR)/custom_calls.h $(EXLA_DIR)/exla_client.h $(EXLA_DIR)/exla_nif_util.h $(EXLA_DIR)/exla_log_sink.h $(EXLA_DIR)/ipc.h
 OBJECTS = $(patsubst $(EXLA_DIR)/%.cc,$(EXLA_CACHE_OBJ_DIR)/%.o,$(SOURCES)) $(EXLA_CACHE_OBJ_DIR)/exla_cuda.o
 
 

diff --git a/exla/c_src/exla/exla.cc b/exla/c_src/exla/exla.cc
@@ -1,10 +1,12 @@
+#include <sstream>
 #include <string>
 
 #include "exla_client.h"
 #include "exla_cuda.h"
 #include "exla_log_sink.h"
 #include "exla_mlir.h"
 #include "exla_nif_util.h"
+#include "ipc.h"
 #include "mhlo/IR/hlo_ops.h"
 #include "mlir/Dialect/Func/IR/FuncOps.h"
 #include "stablehlo/dialect/ChloOps.h"
@@ -449,34 +451,60 @@ ERL_NIF_TERM get_buffer_device_pointer(ErlNifEnv* env, int argc, const ERL_NIF_T
     return exla::nif::error(env, "Unable to get device pointer kind.");
   }
 
+  EXLA_ASSIGN_OR_RETURN_NIF(unsigned long device_size, (*buffer)->GetOnDeviceSizeInBytes(), env);
+
   EXLA_ASSIGN_OR_RETURN_NIF(std::uintptr_t ptr,
                             (*buffer)->GetDevicePointer((*client)->client()), env);
 
-  std::vector<unsigned char> pointer_vec;
+  ERL_NIF_TERM out_term;
   if (pointer_kind == "local") {
-    unsigned char* bytePtr = reinterpret_cast<unsigned char*>(&ptr);
-    for (size_t i = 0; i < sizeof(void*); i++) {
-      pointer_vec.push_back(bytePtr[i]);
+    ERL_NIF_TERM ptr_term = enif_make_ulong(env, ptr);
+    ERL_NIF_TERM size_term = enif_make_ulong(env, device_size);
+    out_term = enif_make_tuple2(env, ptr_term, size_term);
+  } else if (pointer_kind == "host_ipc") {
+    std::ostringstream handle_name_stream;
+    handle_name_stream << "exla:ipc:" << device_size << ":" << ptr;
+    std::string handle_name = handle_name_stream.str();
+    int fd = get_ipc_handle((char*)handle_name.c_str(), device_size);
+
+    if (fd == -1) {
+      return exla::nif::error(env, "Unable to get IPC handle");
+    }
+
+    void* ipc_ptr = open_ipc_handle(fd, device_size);
+    if (ipc_ptr == nullptr) {
+      return exla::nif::error(env, "Unable to open IPC handle");
     }
+
+    memcpy(ipc_ptr, (void*)ptr, device_size);
+
+    ErlNifBinary handle_name_bin;
+    enif_alloc_binary(handle_name.size(), &handle_name_bin);
+    for (int i = 0; i < handle_name.size(); i++) {
+      handle_name_bin.data[i] = handle_name[i];
+    }
+    ERL_NIF_TERM handle_name_term = enif_make_binary(env, &handle_name_bin);
+    ERL_NIF_TERM size_term = enif_make_uint64(env, device_size);
+    ERL_NIF_TERM fd_term = enif_make_int(env, fd);
+    out_term = enif_make_tuple3(env, handle_name_term, fd_term, size_term);
   } else if (pointer_kind == "cuda_ipc") {
     auto result = get_cuda_ipc_handle(ptr);
     if (result.second) {
       return exla::nif::error(env, "Unable to get cuda IPC handle");
     }
-    pointer_vec = result.first;
-  }
+    auto pointer_vec = result.first;
 
-  EXLA_ASSIGN_OR_RETURN_NIF(unsigned long device_size, (*buffer)->GetOnDeviceSizeInBytes(), env);
-
-  ERL_NIF_TERM handle_list[pointer_vec.size()];
-  for (int i = 0; i < pointer_vec.size(); i++) {
-    handle_list[i] = enif_make_uint(env, pointer_vec[i]);
+    ErlNifBinary handle_bin;
+    enif_alloc_binary(pointer_vec.size(), &handle_bin);
+    for (int i = 0; i < pointer_vec.size(); i++) {
+      handle_bin.data[i] = pointer_vec[i];
+    }
+    ERL_NIF_TERM handle_term = enif_make_binary(env, &handle_bin);
+    ERL_NIF_TERM size_term = enif_make_uint64(env, device_size);
+    out_term = enif_make_tuple2(env, handle_term, size_term);
   }
 
-  ERL_NIF_TERM handle_list_term = enif_make_list_from_array(env, handle_list, pointer_vec.size());
-  ERL_NIF_TERM device_size_term = enif_make_uint64(env, device_size);
-
-  return exla::nif::ok(env, enif_make_tuple2(env, handle_list_term, device_size_term));
+  return exla::nif::ok(env, out_term);
 }
 
 ERL_NIF_TERM create_buffer_from_device_pointer(ErlNifEnv* env, int argc, const ERL_NIF_TERM argv[]) {
@@ -485,40 +513,68 @@ ERL_NIF_TERM create_buffer_from_device_pointer(ErlNifEnv* env, int argc, const E
   }
 
   exla::ExlaClient** client;
-  std::vector<int64_t> pointer_vec;
+  ErlNifBinary cuda_ipc_handle_bin;
+  int cuda_ipc_handle_size = 0;
   xla::Shape shape;
   int device_id;
   std::string pointer_kind;
+  void* ptr;
+  int fd = -1;
+  std::string memname;
 
   if (!exla::nif::get<exla::ExlaClient*>(env, argv[0], client)) {
     return exla::nif::error(env, "Unable to get client.");
   }
-  if (!exla::nif::get_list(env, argv[1], pointer_vec)) {
-    return exla::nif::error(env, "Unable to get device pointer.");
-  }
-  if (!exla::nif::get_atom(env, argv[2], pointer_kind)) {
+  if (!exla::nif::get_atom(env, argv[1], pointer_kind)) {
     return exla::nif::error(env, "Unable to get device pointer kind.");
   }
+
+  if (pointer_kind == "cuda_ipc") {
+    if (!enif_inspect_binary(env, argv[2], &cuda_ipc_handle_bin)) {
+      return exla::nif::error(env, "Unable to get CUDA IPC handle.");
+    }
+  } else if (pointer_kind == "host_ipc") {
+    const ERL_NIF_TERM* tuple;
+    int arity;
+    if (
+        !enif_get_tuple(env, argv[2], &arity, &tuple) ||
+        (arity != 2) ||
+        !exla::nif::get(env, tuple[0], &fd) ||
+        (fd == -1) ||
+        !exla::nif::get(env, tuple[1], memname)) {
+      return exla::nif::error(env, "Unable to get IPC handle.");
+    }
+  } else if (pointer_kind == "local") {
+    int64_t ptr_int;
+    if (!exla::nif::get(env, argv[2], &ptr_int)) {
+      return exla::nif::error(env, "Unable to get pointer.");
+    }
+
+    ptr = (void*)ptr_int;
+  }
+
   if (!exla::nif::get_typespec_as_xla_shape(env, argv[3], &shape)) {
     return exla::nif::error(env, "Unable to get shape.");
   }
   if (!exla::nif::get(env, argv[4], &device_id)) {
     return exla::nif::error(env, "Unable to get device ordinal.");
   }
 
-  void* ptr;
-  if (pointer_kind == "local") {
-    if (pointer_vec.size() != sizeof(void*)) {
-      // This helps prevent segfaults if someone passes an IPC handle instead of
-      // a local pointer.
-      return exla::nif::error(env, "Invalid pointer size for selected mode.");
-    }
-    unsigned char* bytePtr = reinterpret_cast<unsigned char*>(&ptr);
-    for (size_t i = 0; i < sizeof(void*); i++) {
-      bytePtr[i] = pointer_vec[i];
+  std::function<void()> on_delete_callback = []() {};
+
+  if (pointer_kind == "host_ipc") {
+    size_t device_size = (size_t)xla::ShapeUtil::ByteSizeOf(shape);
+
+    ptr = open_ipc_handle(fd, device_size);
+    if (ptr == nullptr) {
+      return exla::nif::error(env, "Unable to get pointer for IPC handle.");
     }
+
+    on_delete_callback = [fd, memname, ptr, device_size]() {
+      close_ipc_handle(fd, ptr, (char*)memname.c_str(), device_size);
+    };
   } else if (pointer_kind == "cuda_ipc") {
-    auto result = get_pointer_for_ipc_handle(pointer_vec, device_id);
+    auto result = get_pointer_for_ipc_handle(cuda_ipc_handle_bin.data, cuda_ipc_handle_bin.size, device_id);
     if (result.second) {
       return exla::nif::error(env, "Unable to get pointer for IPC handle.");
     }
@@ -527,8 +583,8 @@ ERL_NIF_TERM create_buffer_from_device_pointer(ErlNifEnv* env, int argc, const E
 
   EXLA_ASSIGN_OR_RETURN_NIF(xla::PjRtDevice * device, (*client)->client()->LookupDevice(xla::PjRtGlobalDeviceId(device_id)), env);
 
-  std::function<void()> on_delete_callback = []() {};
   EXLA_ASSIGN_OR_RETURN_NIF(std::unique_ptr<xla::PjRtBuffer> buffer, (*client)->client()->CreateViewOfDeviceBuffer(ptr, shape, device, on_delete_callback), env);
+
   exla::ExlaBuffer* exla_buffer = new exla::ExlaBuffer(std::move(buffer));
   return exla::nif::ok(env, exla::nif::make<exla::ExlaBuffer*>(env, exla_buffer));
 }

diff --git a/exla/c_src/exla/exla_cuda.cc b/exla/c_src/exla/exla_cuda.cc
@@ -20,15 +20,14 @@ std::pair<std::vector<unsigned char>, int> get_cuda_ipc_handle(std::uintptr_t pt
   return std::make_pair(result, status != cudaSuccess);
 }
 
-std::pair<void*, int> get_pointer_for_ipc_handle(std::vector<int64_t> handle_list, int device_id) {
-  if (handle_list.size() != sizeof(cudaIpcMemHandle_t)) {
-    printf("Error: Invalid CUDA IPC memory handle size\n");
+std::pair<void*, int> get_pointer_for_ipc_handle(uint8_t* handle_bin, size_t handle_size, int device_id) {
+  if (handle_size != sizeof(cudaIpcMemHandle_t)) {
     return std::make_pair(nullptr, 1);  // Return with error status
   }
 
   unsigned char ipc_handle_data[sizeof(cudaIpcMemHandle_t)];
   for (int i = 0; i < sizeof(cudaIpcMemHandle_t); i++) {
-    ipc_handle_data[i] = (uint8_t)handle_list[i];
+    ipc_handle_data[i] = handle_bin[i];
   }
 
   cudaIpcMemHandle_t ipc_handle;
@@ -54,7 +53,7 @@ std::pair<std::vector<unsigned char>, int> get_cuda_ipc_handle(std::uintptr_t pt
   return std::make_pair(std::vector<unsigned char>(0), 1);
 }
 
-std::pair<void*, int> get_pointer_for_ipc_handle(std::vector<int64_t> handle_list, int device_id) {
+std::pair<void*, int> get_pointer_for_ipc_handle(uint8_t* handle_bin, size_t handle_size, int device_id) {
   return std::make_pair(nullptr, 1);
 }
 #endif
diff --git a/exla/c_src/exla/exla_cuda.h b/exla/c_src/exla/exla_cuda.h
@@ -1,7 +1,8 @@
 #pragma once
 
+#include <cstddef>
 #include <cstdint>
 #include <vector>
 
 std::pair<std::vector<unsigned char>, int> get_cuda_ipc_handle(std::uintptr_t);
-std::pair<void*, int> get_pointer_for_ipc_handle(std::vector<int64_t>, int);
+std::pair<void*, int> get_pointer_for_ipc_handle(uint8_t*, size_t, int);
diff --git a/exla/c_src/exla/ipc.cc b/exla/c_src/exla/ipc.cc
@@ -0,0 +1,47 @@
+#include "ipc.h"
+
+#include <fcntl.h>
+#include <sys/mman.h>
+#include <sys/stat.h>
+#include <unistd.h>
+
+#include <iostream>
+
+// Function to create or open a shared memory object and set its size
+int get_ipc_handle(const char* memname, size_t memsize) {
+  int fd = shm_open(memname, O_CREAT | O_RDWR, 0666);
+  if (fd == -1) {
+    return -1;
+  }
+
+  if (ftruncate(fd, memsize) == -1) {
+    close(fd);
+    return -1;
+  }
+
+  return fd;
+}
+
+// Function to map the shared memory in this process
+void* open_ipc_handle(int fd, size_t memsize) {
+  void* ptr = mmap(NULL, memsize, PROT_READ | PROT_WRITE, MAP_SHARED, fd, 0);
+  if (ptr == MAP_FAILED) {
+    perror("mmap");
+    return nullptr;
+  }
+  return ptr;
+}
+
+int close_ipc_handle(int fd, void* ptr, char* memname, size_t memsize) {
+  if (munmap(ptr, memsize) == -1) {
+    return -1;
+  }
+
+  if (close(fd) == -1) {
+    return -1;
+  }
+
+  shm_unlink(memname);
+
+  return 0;
+}
diff --git a/exla/c_src/exla/ipc.h b/exla/c_src/exla/ipc.h
@@ -0,0 +1,7 @@
+#pragma once
+
+#include <cstddef>
+
+int get_ipc_handle(const char* memname, size_t memsize);
+void* open_ipc_handle(int fd, size_t memsize);
+int close_ipc_handle(int fd, void* ptr, char* memname, size_t memsize);