[ExecuTorch][WebGPU] linear_q4gsw test suite: Llama-1B shapes + 4k/8k sweep

backends/webgpu/CMakeLists.txt

@@ -30,11 +30,14 @@ set(WEBGPU_SRCS
     runtime/WebGPUGraph.cpp
     runtime/WebGPUDelegateHeader.cpp
     runtime/WebGPUDevice.cpp
+    runtime/WebGPUQueryPool.cpp
     runtime/ops/OperatorRegistry.cpp
     runtime/ops/add/BinaryOp.cpp
     runtime/ops/rms_norm/RmsNorm.cpp
     runtime/ops/update_cache/UpdateCache.cpp
+    runtime/ops/sdpa/Sdpa.cpp
     runtime/ops/select_as_symint/SelectAsSymint.cpp
+    runtime/ops/quantized_linear/QuantizedLinear.cpp
 )
 
 add_library(webgpu_backend ${WEBGPU_SRCS})
@@ -76,6 +79,17 @@ endif()
 
 target_compile_options(webgpu_backend PRIVATE -fexceptions)
 
+# Opt-in GPU timestamp profiling (WebGPUQueryPool); OFF so production builds
+# request no TimestampQuery device feature. Mirrors Vulkan's compile-flag gate.
+option(EXECUTORCH_BUILD_WEBGPU_PROFILING
+       "Enable WebGPU GPU timestamp-query profiling" OFF
+)
+if(EXECUTORCH_BUILD_WEBGPU_PROFILING)
+  target_compile_definitions(
+    webgpu_backend PRIVATE WGPU_BACKEND_ENABLE_PROFILING
+  )
+endif()
+
 # Link with --whole-archive for static registration of backend + ops
 executorch_target_link_options_shared_lib(webgpu_backend)
 
@@ -114,6 +128,11 @@ function(add_webgpu_native_test test_name test_src)
     target_link_libraries(${test_name} PRIVATE dl m pthread)
   endif()
   target_compile_options(${test_name} PRIVATE -fexceptions)
+  if(EXECUTORCH_BUILD_WEBGPU_PROFILING)
+    target_compile_definitions(
+      ${test_name} PRIVATE WGPU_BACKEND_ENABLE_PROFILING
+    )
+  endif()
   set_property(TARGET ${test_name} PROPERTY CXX_STANDARD 17)
 endfunction()
 

backends/webgpu/runtime/WebGPUDevice.cpp

@@ -13,6 +13,9 @@
 #include <cstdlib>
 #include <memory>
 #include <stdexcept>
+#ifdef WGPU_BACKEND_ENABLE_PROFILING
+#include <vector>
+#endif // WGPU_BACKEND_ENABLE_PROFILING
 
 namespace executorch {
 namespace backends {
@@ -137,6 +140,18 @@ WebGPUContext create_webgpu_context() {
       WGPUStatus_Success) {
     device_desc.requiredLimits = &supported_limits;
   }
+
+#ifdef WGPU_BACKEND_ENABLE_PROFILING
+  // Bench: enable TimestampQuery if available; fail-open (skip timing if not).
+  std::vector<WGPUFeatureName> required_features;
+  if (wgpuAdapterHasFeature(ctx.adapter, WGPUFeatureName_TimestampQuery)) {
+    required_features.push_back(WGPUFeatureName_TimestampQuery);
+    device_desc.requiredFeatureCount = required_features.size();
+    device_desc.requiredFeatures = required_features.data();
+    ctx.timestamp_supported = true;
+  }
+#endif // WGPU_BACKEND_ENABLE_PROFILING
+
   device_desc.uncapturedErrorCallbackInfo.callback = on_device_error;
 
   WGPUWaitStatus device_wait = webgpu_wait(
@@ -192,6 +207,10 @@ WebGPUContext* get_default_webgpu_context() {
 }
 
 void destroy_webgpu_context(WebGPUContext& ctx) {
+#ifdef WGPU_BACKEND_ENABLE_PROFILING
+  // Release device-child GPU resources before the device handle.
+  ctx.querypool.reset();
+#endif // WGPU_BACKEND_ENABLE_PROFILING
   if (ctx.queue) {
     wgpuQueueRelease(ctx.queue);
     ctx.queue = nullptr;

backends/webgpu/runtime/WebGPUDevice.h

@@ -10,6 +10,12 @@
 
 #include <webgpu/webgpu.h>
 
+#ifdef WGPU_BACKEND_ENABLE_PROFILING
+#include <executorch/backends/webgpu/runtime/WebGPUQueryPool.h>
+
+#include <memory>
+#endif // WGPU_BACKEND_ENABLE_PROFILING
+
 namespace executorch {
 namespace backends {
 namespace webgpu {
@@ -19,6 +25,12 @@ struct WebGPUContext {
   WGPUAdapter adapter = nullptr;
   WGPUDevice device = nullptr;
   WGPUQueue queue = nullptr;
+#ifdef WGPU_BACKEND_ENABLE_PROFILING
+  // True if the device was created with the TimestampQuery feature (bench).
+  bool timestamp_supported = false;
+  // Bench-only: timestamp-query pool, lazily created in execute() (env-gated).
+  std::unique_ptr<WebGPUQueryPool> querypool;
+#endif // WGPU_BACKEND_ENABLE_PROFILING
 };
 
 WebGPUContext create_webgpu_context();

backends/webgpu/runtime/WebGPUGraph.cpp

@@ -15,6 +15,7 @@
 #include <executorch/backends/webgpu/runtime/WebGPUCompat.h>
 #include <executorch/backends/webgpu/runtime/WebGPUDevice.h>
 
+#include <cstdlib>
 #include <cstring>
 #include <stdexcept>
 
@@ -496,18 +497,57 @@ void WebGPUGraph::copy_inputs(
   }
 }
 
+namespace {
+// Bench gate: compiled out unless WGPU_BACKEND_ENABLE_PROFILING; then the
+// WEBGPU_TIMESTAMP_QUERY env var enables per-pass GPU timestamp queries.
+bool should_timestamp_query() {
+#ifdef WGPU_BACKEND_ENABLE_PROFILING
+  static const bool enabled = std::getenv("WEBGPU_TIMESTAMP_QUERY") != nullptr;
+  return enabled;
+#else
+  return false;
+#endif
+}
+} // namespace
+
 void WebGPUGraph::execute() {
   const size_t n = dispatches_.size();
   const size_t chunk = execute_config_.chunk_size;
 
   if (chunk == 0 || n <= chunk) {
+#ifdef WGPU_BACKEND_ENABLE_PROFILING
+    // Bench: timestamp-query pool, null unless env-gated + feature present.
+    WebGPUQueryPool* qp = nullptr;
+    if (should_timestamp_query() && n > 0) {
+      if (auto* ctx = get_default_webgpu_context()) {
+        if (ctx->timestamp_supported) {
+          if (!ctx->querypool || ctx->querypool->capacity() < n) {
+            ctx->querypool = std::make_unique<WebGPUQueryPool>();
+            ctx->querypool->initialize(device_, static_cast<uint32_t>(n));
+          }
+          qp = ctx->querypool.get();
+          qp->reset(static_cast<uint32_t>(n));
+        }
+      }
+    }
+#endif // WGPU_BACKEND_ENABLE_PROFILING
+
     WGPUCommandEncoderDescriptor enc_desc = {};
     WGPUCommandEncoder encoder =
         wgpuDeviceCreateCommandEncoder(device_, &enc_desc);
 
     // One pass per dispatch: enforces storage RAW ordering across deps.
-    for (const auto& dispatch : dispatches_) {
+    for (size_t i = 0; i < n; i++) {
+      const auto& dispatch = dispatches_[i];
       WGPUComputePassDescriptor pass_desc = {};
+#ifdef WGPU_BACKEND_ENABLE_PROFILING
+      // tw must outlive BeginComputePass (the descriptor points at it).
+      WGPUPassTimestampWrites tw = {};
+      if (qp) {
+        tw = qp->writes_for(static_cast<uint32_t>(i));
+        pass_desc.timestampWrites = &tw;
+      }
+#endif // WGPU_BACKEND_ENABLE_PROFILING
       WGPUComputePassEncoder pass =
           wgpuCommandEncoderBeginComputePass(encoder, &pass_desc);
       wgpuComputePassEncoderSetPipeline(pass, dispatch.pipeline);
@@ -517,22 +557,51 @@ void WebGPUGraph::execute() {
           pass, dispatch.workgroup_count_x, 1, 1);
       wgpuComputePassEncoderEnd(pass);
       wgpuComputePassEncoderRelease(pass);
+#ifdef WGPU_BACKEND_ENABLE_PROFILING
+      if (qp) {
+        qp->record(
+            static_cast<uint32_t>(i),
+            dispatch.kernel_name,
+            {dispatch.workgroup_count_x, 1, 1},
+            {1, 1, 1});
+      }
+#endif // WGPU_BACKEND_ENABLE_PROFILING
     }
 
     for (const auto& copy : output_copies_) {
       wgpuCommandEncoderCopyBufferToBuffer(
           encoder, copy.src_buffer, 0, copy.staging_buffer, 0, copy.nbytes);
     }
 
+#ifdef WGPU_BACKEND_ENABLE_PROFILING
+    if (qp) {
+      qp->resolve(encoder);
+    }
+#endif // WGPU_BACKEND_ENABLE_PROFILING
+
     WGPUCommandBufferDescriptor cmd_desc = {};
     WGPUCommandBuffer cmd = wgpuCommandEncoderFinish(encoder, &cmd_desc);
     wgpuQueueSubmit(queue_, 1, &cmd);
 
     wgpuCommandBufferRelease(cmd);
     wgpuCommandEncoderRelease(encoder);
+
+#ifdef WGPU_BACKEND_ENABLE_PROFILING
+    if (qp) {
+      qp->extract_results(instance_);
+      qp->print_results();
+    }
+#endif // WGPU_BACKEND_ENABLE_PROFILING
     return;
   }
 
+  // GPU timestamp queries assume one submit; chunked execute is multi-submit.
+  if (should_timestamp_query()) {
+    throw std::runtime_error(
+        "WebGPU: WEBGPU_TIMESTAMP_QUERY is incompatible with chunked execute "
+        "(multi-submit); disable chunking to use GPU timestamp queries");
+  }
+
   const size_t first_chunk = execute_config_.initial_chunk_size > 0
       ? execute_config_.initial_chunk_size
       : chunk;

backends/webgpu/runtime/WebGPUGraph.h

@@ -31,6 +31,7 @@ struct WebGPUDispatch {
   WGPUComputePipeline pipeline = nullptr;
   WGPUBindGroup bind_group = nullptr;
   uint32_t workgroup_count_x = 1;
+  std::string kernel_name; // bench label
 };
 
 struct OutputCopy {
@@ -105,6 +106,9 @@ class WebGPUGraph {
   int64_t get_int(int id) const {
     return ints_[id];
   }
+  bool get_bool(int id) const {
+    return bools_[id];
+  }
 
   // Live-scalar (SymInt) API; mirrors the Vulkan SymInt/ParamsBuffer UBO.
   // set_symint writes the buffer + marks dirty only if the value changed.