further addressed comments

Author: agray3

ggml-cuda.cu

@@ -2460,7 +2460,7 @@ GGML_CALL static enum ggml_status ggml_backend_cuda_graph_compute(ggml_backend_t
         int k=0;
         for (int i = 0; i < cgraph->n_nodes; i++) {
             ggml_tensor * node = cgraph->nodes[i];
-            // Identify if the graph needs updated for this token due to the number of elements changing
+            // Identify if the graph needs to be updated for this token due to the number of elements changing
             // (identified by inspecting soft max op parameters)
             if(node->op == GGML_OP_SOFT_MAX) {
                 if(node->src[1]->ne[1] > 1){
@@ -2489,10 +2489,10 @@ GGML_CALL static enum ggml_status ggml_backend_cuda_graph_compute(ggml_backend_t
 #else
     bool use_cuda_graph = false;
     bool cuda_graph_update_required = false;
-#endif
+#endif // USE_CUDA_GRAPH
 
-    // Only perfom the graph exection if CUDA graphs are not enebled, or we are capturing the graph.
-    // With use of CUDA graphs, the execution will be performed by the graph launch.
+    // Only perform the graph execution if CUDA graphs are not enabled, or we are capturing the graph.
+    // With the use of CUDA graphs, the execution will be performed by the graph launch.
     if(!use_cuda_graph || cuda_graph_update_required) {
         //temporarily avoid indenting here to make code review easier
     for (int i = 0; i < cgraph->n_nodes; i++) {
@@ -2519,7 +2519,7 @@ GGML_CALL static enum ggml_status ggml_backend_cuda_graph_compute(ggml_backend_t
     }
     }
 
-    #ifdef USE_CUDA_GRAPH
+#ifdef USE_CUDA_GRAPH
     if(use_cuda_graph && (cuda_graph_update_required)) { // End CUDA graph capture
         CUDA_CHECK(cudaStreamEndCapture(cuda_ctx->stream(), &cuda_graph.graph));
     }
@@ -2541,7 +2541,7 @@ GGML_CALL static enum ggml_status ggml_backend_cuda_graph_compute(ggml_backend_t
             // Subsequent call with non-null argument gets nodes
             CUDA_CHECK(cudaGraphGetNodes(cuda_graph.graph, cuda_graph.nodes, &cuda_graph.num_nodes));
 
-            // Loop over nodes, and extract kernel parameters fro each node
+            // Loop over nodes, and extract kernel parameters from each node
             for(size_t i=0; i<cuda_graph.num_nodes; i++) {
                 cudaGraphNodeType node_type;
                 CUDA_CHECK(cudaGraphNodeGetType(cuda_graph.nodes[i], &node_type));
@@ -2588,7 +2588,7 @@ GGML_CALL static enum ggml_status ggml_backend_cuda_graph_compute(ggml_backend_t
         CUDA_CHECK(cudaGraphLaunch(cuda_graph.instance, cuda_ctx->stream()));
     }
     cuda_graph.count++;
-#endif
+#endif // USE_CUDA_GRAPH
     return GGML_STATUS_SUCCESS;
 }