[Public release 26/04] Introducing Mega MoE, FP4 Indexer and other features/fixes (#304)
* Merge with private repo * Update README * Update README * Update README * Add PyTorch requirements * Fix sync scopes for MQA logits (#256) * Update README
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@@ -16,7 +16,7 @@ namespace deep_gemm {
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// ReSharper disable once CppNotAllPathsReturnValue
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template <typename dtype_t>
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static dtype_t get_env(const std::string& name, const dtype_t& default_value = dtype_t()) {
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const auto& c_str = std::getenv(name.c_str());
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const auto c_str = std::getenv(name.c_str());
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if (c_str == nullptr)
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return default_value;
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@@ -34,7 +34,7 @@ static dtype_t get_env(const std::string& name, const dtype_t& default_value = d
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static std::tuple<int, std::string> call_external_command(std::string command) {
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command = command + " 2>&1";
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const auto& deleter = [](FILE* f) { if (f) pclose(f); };
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const auto deleter = [](FILE* f) { if (f) pclose(f); };
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std::unique_ptr<FILE, decltype(deleter)> pipe(popen(command.c_str(), "r"), deleter);
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DG_HOST_ASSERT(pipe != nullptr);
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@@ -42,7 +42,10 @@ static std::tuple<int, std::string> call_external_command(std::string command) {
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std::string output;
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while (fgets(buffer.data(), buffer.size(), pipe.get()))
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output += buffer.data();
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const auto& exit_code = WEXITSTATUS(pclose(pipe.release()));
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const auto status = pclose(pipe.release());
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// NOTES: if the child was killed by a signal (e.g., SIGINT from Ctrl+C),
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// WEXITSTATUS would incorrectly return 0. Treat signal death as failure.
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const auto exit_code = WIFEXITED(status) ? WEXITSTATUS(status) : 128 + WTERMSIG(status);
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return {exit_code, output};
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}
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@@ -68,7 +71,7 @@ static std::vector<std::filesystem::path> collect_files(const std::filesystem::p
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static std::filesystem::path make_dirs(const std::filesystem::path& path) {
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// OK if existed
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std::error_code capture;
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const bool& created = std::filesystem::create_directories(path, capture);
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const bool created = std::filesystem::create_directories(path, capture);
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if (not (created or capture.value() == 0)) {
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DG_HOST_UNREACHABLE(fmt::format("Failed to make directory: {}, created: {}, value: {}",
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path.c_str(), created, capture.value()));
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@@ -94,4 +97,32 @@ static std::string get_uuid() {
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return ss.str();
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}
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static void safe_remove_all(const std::filesystem::path& path) {
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std::error_code ec;
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if (not std::filesystem::exists(path, ec) or ec)
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return;
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// A single file
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if (not std::filesystem::is_directory(path, ec) or ec) {
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std::filesystem::remove(path, ec);
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return;
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}
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// Remove directory
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auto it = std::filesystem::directory_iterator(path,
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std::filesystem::directory_options::skip_permission_denied, ec);
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for (auto end = std::filesystem::directory_iterator(); it != end and not ec;) {
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const auto entry_path = it->path();
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// Increase firstly to avoid failures
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it.increment(ec);
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if (ec)
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break;
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// Recursively clean
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safe_remove_all(entry_path);
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}
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std::filesystem::remove(path, ec);
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}
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} // deep_gemm
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