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vulkan: perf_logger improvements (llama/15246)
* vulkan: perf_logger improvements - Account for batch dimension in flops calculation. - Fix how "_VEC" is detected for mat_mul_id. - Fix "n" dimension for mat_mul_id (in case of broadcasting). - Include a->type in name. * use <=mul_mat_vec_max_cols rather than ==1
This commit is contained in:
committed by
Georgi Gerganov
parent
4a6cf896ad
commit
1d8b21caa0
@@ -1111,17 +1111,23 @@ class vk_perf_logger {
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return;
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}
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if (node->op == GGML_OP_MUL_MAT || node->op == GGML_OP_MUL_MAT_ID) {
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const uint64_t m = node->src[0]->ne[1];
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const uint64_t n = node->src[1]->ne[1];
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const uint64_t k = node->src[1]->ne[0];
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std::string name = ggml_op_name(node->op);
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if (n == 1) {
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name += "_VEC m=" + std::to_string(m) + " k=" + std::to_string(k);
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} else {
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name += " m=" + std::to_string(m) + " n=" + std::to_string(n) + " k=" + std::to_string(k);
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const uint64_t m = node->src[0]->ne[1];
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const uint64_t n = node->ne[1];
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const uint64_t k = node->src[1]->ne[0];
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const uint64_t batch = node->src[1]->ne[2] * node->src[1]->ne[3];
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std::string name = ggml_op_name(node->op);
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if ((node->op == GGML_OP_MUL_MAT && n <= mul_mat_vec_max_cols) ||
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(node->op == GGML_OP_MUL_MAT_ID && node->src[2]->ne[1] == 1)) {
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name += "_VEC";
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}
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name += " ";
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name += ggml_type_name(node->src[0]->type);
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name += " m=" + std::to_string(m) + " n=" + std::to_string(n) + " k=" + std::to_string(k);
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if (batch > 1) {
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name += " batch=" + std::to_string(batch);
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}
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timings[name].push_back(time);
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flops[name].push_back(m * n * (k + (k - 1)));
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flops[name].push_back(m * n * (k + (k - 1)) * batch);
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return;
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}
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if (node->op == GGML_OP_CONV_2D) {
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