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sycl: add usage of enqueue_functions extension (#14244)
* Add header and namespace to use enqueue_functions extension * Convert submit and parallel_for to use new extension in convert.cpp * Convert submit and parallel_for to use extension in ggml-sycl.cpp * Convert submit and parallel_for to use extension in gla.cpp * Convert submit and parallel_for in mmq.cpp * Convert submit and parallel_for in mmvq.cpp * Convert submit and parallel_for in remaining files * Convert all simple parallel_for to nd_launch from enqueue_functions extension * Wrapping extension in general function Create a general function that enable the enqueue_functions extension if it is enable in the compiler, otherwise call the general SYCL function to launch kernels. --------- Signed-off-by: nscipione <nicolo.scipione@codeplay.com>
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@@ -207,12 +207,11 @@ void ggml_sycl_op_rwkv_wkv6(ggml_backend_sycl_context& ctx, ggml_tensor* dst) {
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// Submit kernel
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if (C / H == WKV_BLOCK_SIZE) {
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stream->submit([&](sycl::handler& cgh) {
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sycl_launch(stream, [&](sycl::handler & cgh) {
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sycl::local_accessor<float, 1> shared_mem_acc(shared_mem_size, cgh);
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cgh.parallel_for(
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sycl::nd_range<3>(grid_dims * block_dims, block_dims),
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[=](sycl::nd_item<3> item_ct1) {
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sycl_parallel_for(
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cgh, sycl::nd_range<3>(grid_dims * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) {
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rwkv_wkv6_f32_kernel<WKV_BLOCK_SIZE>(
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B, T, C, H, k_d, v_d, r_d, tf_d, td_d, s_d, dst_d,
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item_ct1, (float*)shared_mem_acc.get_multi_ptr<sycl::access::decorated::no>().get()
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@@ -220,12 +219,11 @@ void ggml_sycl_op_rwkv_wkv6(ggml_backend_sycl_context& ctx, ggml_tensor* dst) {
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});
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});
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} else {
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stream->submit([&](sycl::handler& cgh) {
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sycl_launch(stream, [&](sycl::handler & cgh) {
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sycl::local_accessor<float, 1> shared_mem_acc(shared_mem_size, cgh);
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cgh.parallel_for(
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sycl::nd_range<3>(grid_dims * block_dims, block_dims),
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[=](sycl::nd_item<3> item_ct1) {
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sycl_parallel_for(
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cgh, sycl::nd_range<3>(grid_dims * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) {
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rwkv_wkv6_f32_kernel<WKV_BLOCK_SIZE * 2>(
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B, T, C, H, k_d, v_d, r_d, tf_d, td_d, s_d, dst_d,
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item_ct1, (float*)shared_mem_acc.get_multi_ptr<sycl::access::decorated::no>().get()
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@@ -264,12 +262,11 @@ void ggml_sycl_op_rwkv_wkv7(ggml_backend_sycl_context& ctx, ggml_tensor* dst) {
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// Submit kernel
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if (C / H == WKV_BLOCK_SIZE) {
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stream->submit([&](sycl::handler& cgh) {
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sycl_launch(stream, [&](sycl::handler & cgh) {
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sycl::local_accessor<float, 1> shared_mem_acc(shared_mem_size, cgh);
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cgh.parallel_for(
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sycl::nd_range<3>(grid_dims * block_dims, block_dims),
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[=](sycl::nd_item<3> item_ct1) {
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sycl_parallel_for(
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cgh, sycl::nd_range<3>(grid_dims * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) {
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rwkv_wkv7_f32_kernel<WKV_BLOCK_SIZE>(
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B, T, C, H, r_d, w_d, k_d, v_d, a_d, b_d, s_d, dst_d,
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item_ct1, (float*)shared_mem_acc.get_multi_ptr<sycl::access::decorated::no>().get()
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@@ -277,12 +274,11 @@ void ggml_sycl_op_rwkv_wkv7(ggml_backend_sycl_context& ctx, ggml_tensor* dst) {
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});
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});
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} else {
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stream->submit([&](sycl::handler& cgh) {
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sycl_launch(stream, [&](sycl::handler & cgh) {
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sycl::local_accessor<float, 1> shared_mem_acc(shared_mem_size, cgh);
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cgh.parallel_for(
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sycl::nd_range<3>(grid_dims * block_dims, block_dims),
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[=](sycl::nd_item<3> item_ct1) {
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sycl_parallel_for(
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cgh, sycl::nd_range<3>(grid_dims * block_dims, block_dims), [=](sycl::nd_item<3> item_ct1) {
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rwkv_wkv7_f32_kernel<WKV_BLOCK_SIZE * 2>(
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B, T, C, H, r_d, w_d, k_d, v_d, a_d, b_d, s_d, dst_d,
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item_ct1, (float*)shared_mem_acc.get_multi_ptr<sycl::access::decorated::no>().get()
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