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https://github.com/ggml-org/llama.cpp.git
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ggml : fix graph reallocation with multiple chunks (#16396)
reallocation is needed if a single chunk grows in size, even if total allocation size stays the same or is lower
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@@ -548,6 +548,41 @@ static void test_buffer_size_zero() {
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GGML_ASSERT(backend_b.context->allocated_total() == 0);
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}
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// Test re-using gallocr for a different graph. The new graph has the same
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// total size, but one of the chunks is larger, so reallocation is required.
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static void test_reallocation() {
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dummy_backend backend = dummy_backend_init(32, /*align*/ 4);
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ggml_gallocr_ptr galloc;
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{
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auto [ctx, graph, ctx_ptr] = make_context();
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ggml_tensor * x[4];
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x[0] = make_input_with_size(ctx, 24);
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x[1] = make_input_with_size(ctx, 16);
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x[2] = ggml_view_1d(ctx, x[0], 4, 0);
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x[3] = ggml_add(ctx, x[2], x[1]);
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assign_names(ctx);
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galloc = allocate_graph(graph, x[3], &backend.buffer_type);
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check_all_allocated(graph);
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GGML_ASSERT(backend.context->allocated_total() == 40);
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}
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{
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auto [ctx, graph, ctx_ptr] = make_context();
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ggml_tensor * x[3];
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x[0] = make_input_with_size(ctx, 20);
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x[1] = make_input_with_size(ctx, 20);
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x[2] = ggml_add(ctx, x[0], x[1]);
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assign_names(ctx);
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ggml_set_output(x[2]);
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ggml_build_forward_expand(graph, x[2]);
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bool result = ggml_gallocr_alloc_graph(galloc.get(), graph);
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GGML_ASSERT(result);
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check_all_allocated(graph);
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GGML_ASSERT(backend.context->allocated_total() == 40);
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}
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}
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static void run(const char * name, void (*f)()) {
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printf("%s ", name);
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fflush(stdout);
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@@ -568,5 +603,6 @@ int main() {
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run("test_prefer_already_allocated_memory", test_prefer_already_allocated_memory);
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run("test_multiple_buffer_types", test_multiple_buffer_types);
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run("test_buffer_size_zero", test_buffer_size_zero);
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run("test_reallocation", test_reallocation);
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return 0;
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}
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