mirror of
https://github.com/leejet/stable-diffusion.cpp.git
synced 2026-09-28 17:08:05 -05:00
fix: guard GPU memory capacity and propagate encoding failures (#1958)
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+37
-18
@@ -1584,18 +1584,35 @@ ModelManager::CapacityCheck ModelManager::check_capacity(
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if (request.compute_backend == nullptr || sd_backend_is_cpu(request.compute_backend)) {
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return result;
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}
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auto add = [](size_t a, size_t b) { return b > SIZE_MAX - a ? SIZE_MAX : a + b; };
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const size_t missing = compute_backend_alloc_size(states, true);
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result.required_device_bytes = add(request.pending_allocation_bytes, missing);
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result.required_budget_bytes = add(request.runtime_peak_bytes(), missing);
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auto device = ggml_backend_get_device(request.compute_backend);
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if (device != nullptr) {
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auto add = [](size_t a, size_t b) { return b > SIZE_MAX - a ? SIZE_MAX : a + b; };
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const size_t missing = compute_backend_alloc_size(states, true);
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// Backend scratch buffers and pipelines are not included in graph measurements.
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constexpr size_t safety_margin = 512ULL * 1024ULL * 1024ULL;
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result.required_device_bytes = add(add(request.pending_allocation_bytes, missing), safety_margin);
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result.required_budget_bytes = add(request.runtime_peak_bytes(), missing);
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auto available_device_bytes = [&](ggml_backend_t backend) {
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auto device = ggml_backend_get_device(backend);
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if (device == nullptr) {
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return SIZE_MAX;
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}
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size_t free_bytes = 0, total_bytes = 0;
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ggml_backend_dev_memory(device, &free_bytes, &total_bytes);
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if (free_bytes != 0 || total_bytes != 0) {
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result.available_device_bytes = free_bytes;
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if (free_bytes == 0 && total_bytes == 0) {
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return SIZE_MAX;
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}
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}
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// Vulkan's heap budget subtraction can underflow when usage exceeds the budget.
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if (total_bytes > 0 && free_bytes > total_bytes) {
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return size_t{0};
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}
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const size_t resident = add(compute_backend_resident_bytes(backend),
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add(other_runtime_resident_bytes(request.owner_id, backend),
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request.runtime_resident_bytes));
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if (total_bytes > 0) {
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free_bytes = std::min(free_bytes, resident < total_bytes ? total_bytes - resident : 0);
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}
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return free_bytes;
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};
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result.available_device_bytes = available_device_bytes(request.compute_backend);
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if (request.max_backend_bytes > 0) {
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const size_t resident = add(compute_backend_resident_bytes(request.compute_backend),
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other_runtime_resident_bytes(request.owner_id, request.compute_backend));
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@@ -1619,11 +1636,7 @@ ModelManager::CapacityCheck ModelManager::check_capacity(
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// GGML exposes only a split buffer's total size, not per-device allocations.
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// Charge that upper bound on every participant instead of undercounting a shard.
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for (const auto& entry : split_devices) {
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size_t free_bytes = 0, total_bytes = 0;
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ggml_backend_dev_memory(ggml_backend_get_device(entry.first), &free_bytes, &total_bytes);
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if (free_bytes != 0 || total_bytes != 0) {
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result.available_device_bytes = std::min(result.available_device_bytes, free_bytes);
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}
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result.available_device_bytes = std::min(result.available_device_bytes, available_device_bytes(entry.first));
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if (entry.second > 0) {
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const size_t resident = add(compute_backend_resident_bytes(entry.first),
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other_runtime_resident_bytes(request.owner_id, entry.first));
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@@ -1739,12 +1752,18 @@ bool ModelManager::ensure_compute_backend_capacity(
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}
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}
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const auto capacity = check_capacity(request, required_states);
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LOG_WARN("model manager cannot make enough memory available on %s: need %.2f MB device / %.2f MB budget, available %.2f MB device / %.2f MB budget",
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const auto capacity = check_capacity(request, required_states);
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const std::string available_device = capacity.available_device_bytes == SIZE_MAX
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? "unknown"
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: sd_format("%.2f MB", capacity.available_device_bytes / (1024.0 * 1024.0));
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const std::string available_budget = capacity.available_budget_bytes == SIZE_MAX
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? "unlimited"
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: sd_format("%.2f MB", capacity.available_budget_bytes / (1024.0 * 1024.0));
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LOG_WARN("model manager cannot make enough memory available on %s: need %.2f MB device / %.2f MB budget, available %s device / %s budget",
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ggml_backend_name(compute_backend),
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capacity.required_device_bytes / (1024.0 * 1024.0),
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capacity.required_budget_bytes / (1024.0 * 1024.0),
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capacity.available_device_bytes / (1024.0 * 1024.0),
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capacity.available_budget_bytes / (1024.0 * 1024.0));
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available_device.c_str(),
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available_budget.c_str());
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return false;
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}
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