Vulkan IQ4_NL Support (#8613)
* Fix Vulkan matmul tests compile errors * Add Vulkan IQ4_NL support * Fix Vulkan DeepSeek-Coder-V2-Lite MoE support
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7 changed files with 222 additions and 193 deletions
30
ggml/src/vulkan-shaders/dequant_iq4_nl.comp
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ggml/src/vulkan-shaders/dequant_iq4_nl.comp
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#version 450
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#include "dequant_head.comp"
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layout(local_size_x = 256, local_size_y = 1, local_size_z = 1) in;
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layout (binding = 0) readonly buffer A {block_iq4_nl data_a[];};
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layout (binding = 1) writeonly buffer D {D_TYPE data_b[];};
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void main() {
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const uint i = gl_WorkGroupID.x * 4 + gl_LocalInvocationID.x / 64;
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const uint tid = gl_LocalInvocationID.x % 64;
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const uint il = tid/32;
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const uint ir = tid%32;
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const uint ib = 32*i + ir;
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if (ib >= p.nel / 32) {
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return;
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}
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const uint q_idx = 8*il;
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const uint b_idx = 1024*i + 32*ir + q_idx;
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const float d = float(data_a[ib].d);
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[[unroll]] for (uint l = 0; l < 8; ++l) {
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data_b[b_idx + l + 0] = D_TYPE(d * kvalues_iq4nl[data_a[ib].qs[q_idx + l] & 0xF]);
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data_b[b_idx + l + 16] = D_TYPE(d * kvalues_iq4nl[data_a[ib].qs[q_idx + l] >> 4]);
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}
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}
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