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ggml : add check for grad_accs (ggml/1046)
* ggml : add check for grad_accs This commit adds a check for grad_accs in ggml_graph_get_grad and ggml_graph_get_grad_acc functions. This is necessary to avoid segfaults when grad_accs is not initialized. The motivation for this change is that I find it nice to be able to print out a computation graph using ggml_graph_print but this function segfaults when grad_accs is not initialized: ```console (gdb) p g1 $2 = (ggml_cgraph *) 0x7ffff66004b0 (gdb) p *g1 $3 = {size = 2048, n_nodes = 1, n_leafs = 2, nodes = 0x7ffff6600500, grads = 0x0, grad_accs = 0x0, leafs = 0x7ffff6604500, visited_hash_set = {size = 4099, used = 0x7ffff6610518, keys = 0x7ffff6608500}, order = GGML_CGRAPH_EVAL_ORDER_LEFT_TO_RIGHT} (gdb) p ggml_graph_print(g1) === GRAPH === n_nodes = 1 Program received signal SIGSEGV, Segmentation fault. 0x0000555555579775 in ggml_graph_get_grad (cgraph=0x7ffff66004b0,node=0x7ffff6600340) at /ggml/ggml/src/ggml.c:5990 5990 return igrad != GGML_HASHSET_FULL && ggml_bitset_get(cgraph->visited_hash_set.used, igrad) ? cgraph->grads[igrad] : NULL; ``` * squash! ggml : add check for grad_accs Fix the check in ggml_graph_get_grad. The check was incorrectly using cgraph->grad_accs instead of cgraph->grads.
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@ -5987,12 +5987,12 @@ struct ggml_tensor * ggml_graph_get_tensor(const struct ggml_cgraph * cgraph, co
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struct ggml_tensor * ggml_graph_get_grad(const struct ggml_cgraph * cgraph, const struct ggml_tensor * node) {
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const size_t igrad = ggml_hash_find(&cgraph->visited_hash_set, node);
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return igrad != GGML_HASHSET_FULL && ggml_bitset_get(cgraph->visited_hash_set.used, igrad) ? cgraph->grads[igrad] : NULL;
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return igrad != GGML_HASHSET_FULL && ggml_bitset_get(cgraph->visited_hash_set.used, igrad) && cgraph->grads ? cgraph->grads[igrad] : NULL;
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}
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struct ggml_tensor * ggml_graph_get_grad_acc(const struct ggml_cgraph * cgraph, const struct ggml_tensor * node) {
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const size_t igrad = ggml_hash_find(&cgraph->visited_hash_set, node);
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return igrad != GGML_HASHSET_FULL && ggml_bitset_get(cgraph->visited_hash_set.used, igrad) ? cgraph->grad_accs[igrad] : NULL;
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return igrad != GGML_HASHSET_FULL && ggml_bitset_get(cgraph->visited_hash_set.used, igrad) && cgraph->grad_accs ? cgraph->grad_accs[igrad] : NULL;
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}
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void ggml_graph_print(const struct ggml_cgraph * cgraph) {
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