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https://github.com/ggerganov/llama.cpp.git
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metal : GGML_OP_CONCAT
ggml-ci
This commit is contained in:
Georgi Gerganov
parent
5d4cbc0845
commit
e418ccf209
@ -419,6 +419,34 @@ typedef struct {
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static_assert(sizeof(block_iq4_xs) == sizeof(ggml_half) + sizeof(uint16_t) + QK_K/64 + QK_K/2, "wrong iq4_xs block size/padding");
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#if defined(GGML_COMMON_DECL_METAL_KARGS)
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typedef struct {
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int32_t ne00;
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int32_t ne01;
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int32_t ne02;
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int32_t ne03;
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uint64_t nb00;
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uint64_t nb01;
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uint64_t nb02;
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uint64_t nb03;
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int32_t ne10;
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int32_t ne11;
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int32_t ne12;
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int32_t ne13;
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uint64_t nb10;
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uint64_t nb11;
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uint64_t nb12;
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uint64_t nb13;
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int32_t ne0;
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int32_t ne1;
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int32_t ne2;
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int32_t ne3;
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uint64_t nb0;
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uint64_t nb1;
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uint64_t nb2;
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uint64_t nb3;
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int32_t dim;
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} ggml_metal_kargs_concat;
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typedef struct {
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int32_t ne00;
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int32_t ne01;
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@ -1193,35 +1193,39 @@ static void ggml_metal_encode_node(
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const int32_t dim = ((const int32_t *) dst->op_params)[0];
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ggml_metal_kargs_concat args = {
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/*.ne00 =*/ ne00,
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/*.ne01 =*/ ne01,
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/*.ne02 =*/ ne02,
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/*.ne03 =*/ ne03,
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/*.nb00 =*/ nb00,
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/*.nb01 =*/ nb01,
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/*.nb02 =*/ nb02,
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/*.nb03 =*/ nb03,
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/*.ne10 =*/ ne10,
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/*.ne11 =*/ ne11,
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/*.ne12 =*/ ne12,
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/*.ne13 =*/ ne13,
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/*.nb10 =*/ nb10,
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/*.nb11 =*/ nb11,
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/*.nb12 =*/ nb12,
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/*.nb13 =*/ nb13,
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/*.ne0 =*/ ne0,
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/*.ne1 =*/ ne1,
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/*.ne2 =*/ ne2,
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/*.ne3 =*/ ne3,
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/*.nb0 =*/ nb0,
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/*.nb1 =*/ nb1,
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/*.nb2 =*/ nb2,
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/*.nb3 =*/ nb3,
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/*.dim =*/ dim,
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};
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[encoder setComputePipelineState:pipeline];
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[encoder setBuffer:id_src0 offset:offs_src0 atIndex:0];
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[encoder setBuffer:id_src1 offset:offs_src1 atIndex:1];
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[encoder setBuffer:id_dst offset:offs_dst atIndex:2];
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[encoder setBytes:&ne00 length:sizeof(ne00) atIndex:3];
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[encoder setBytes:&ne01 length:sizeof(ne01) atIndex:4];
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[encoder setBytes:&ne02 length:sizeof(ne02) atIndex:5];
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[encoder setBytes:&ne03 length:sizeof(ne03) atIndex:6];
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[encoder setBytes:&nb00 length:sizeof(nb00) atIndex:7];
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[encoder setBytes:&nb01 length:sizeof(nb01) atIndex:8];
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[encoder setBytes:&nb02 length:sizeof(nb02) atIndex:9];
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[encoder setBytes:&nb03 length:sizeof(nb03) atIndex:10];
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[encoder setBytes:&ne10 length:sizeof(ne10) atIndex:11];
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[encoder setBytes:&ne11 length:sizeof(ne11) atIndex:12];
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[encoder setBytes:&ne12 length:sizeof(ne12) atIndex:13];
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[encoder setBytes:&ne13 length:sizeof(ne13) atIndex:14];
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[encoder setBytes:&nb10 length:sizeof(nb10) atIndex:15];
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[encoder setBytes:&nb11 length:sizeof(nb11) atIndex:16];
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[encoder setBytes:&nb12 length:sizeof(nb12) atIndex:17];
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[encoder setBytes:&nb13 length:sizeof(nb13) atIndex:18];
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[encoder setBytes:&ne0 length:sizeof(ne0) atIndex:19];
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[encoder setBytes:&ne1 length:sizeof(ne1) atIndex:20];
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[encoder setBytes:&ne2 length:sizeof(ne2) atIndex:21];
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[encoder setBytes:&ne3 length:sizeof(ne3) atIndex:22];
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[encoder setBytes:&nb0 length:sizeof(nb0) atIndex:23];
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[encoder setBytes:&nb1 length:sizeof(nb1) atIndex:24];
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[encoder setBytes:&nb2 length:sizeof(nb2) atIndex:25];
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[encoder setBytes:&nb3 length:sizeof(nb3) atIndex:26];
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[encoder setBytes:&dim length:sizeof(dim) atIndex:27];
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[encoder setBytes:&args length:sizeof(args) atIndex:0];
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[encoder setBuffer:id_src0 offset:offs_src0 atIndex:1];
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[encoder setBuffer:id_src1 offset:offs_src1 atIndex:2];
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[encoder setBuffer:id_dst offset:offs_dst atIndex:3];
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const int nth = MIN(1024, ne0);
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@ -1893,7 +1893,7 @@ void kernel_mul_mv_impl(
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float sumf = 0;
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for (int i = tiisg; i < args.ne00/4; i += 32) {
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sumf += dot((T14) x4[i], y4[i]);
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sumf += dot((float4) x4[i], (float4) y4[i]);
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}
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float all_sum = simd_sum(sumf);
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@ -3876,55 +3876,31 @@ kernel void kernel_cpy_f32_iq4_nl(
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}
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kernel void kernel_concat(
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constant ggml_metal_kargs_concat & args,
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device const char * src0,
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device const char * src1,
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device char * dst,
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constant int64_t & ne00,
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constant int64_t & ne01,
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constant int64_t & ne02,
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constant int64_t & ne03,
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constant uint64_t & nb00,
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constant uint64_t & nb01,
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constant uint64_t & nb02,
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constant uint64_t & nb03,
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constant int64_t & ne10,
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constant int64_t & ne11,
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constant int64_t & ne12,
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constant int64_t & ne13,
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constant uint64_t & nb10,
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constant uint64_t & nb11,
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constant uint64_t & nb12,
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constant uint64_t & nb13,
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constant int64_t & ne0,
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constant int64_t & ne1,
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constant int64_t & ne2,
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constant int64_t & ne3,
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constant uint64_t & nb0,
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constant uint64_t & nb1,
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constant uint64_t & nb2,
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constant uint64_t & nb3,
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constant int32_t & dim,
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uint3 tgpig[[threadgroup_position_in_grid]],
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uint3 tpitg[[thread_position_in_threadgroup]],
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uint3 ntg[[threads_per_threadgroup]]) {
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uint3 tgpig[[threadgroup_position_in_grid]],
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ushort3 tpitg[[thread_position_in_threadgroup]],
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ushort3 ntg[[threads_per_threadgroup]]) {
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const int64_t i3 = tgpig.z;
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const int64_t i2 = tgpig.y;
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const int64_t i1 = tgpig.x;
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const int i3 = tgpig.z;
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const int i2 = tgpig.y;
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const int i1 = tgpig.x;
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int64_t o[4] = {0, 0, 0, 0};
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o[dim] = dim == 0 ? ne00 : (dim == 1 ? ne01 : (dim == 2 ? ne02 : ne03));
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int o[4] = {0, 0, 0, 0};
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o[args.dim] = args.dim == 0 ? args.ne00 : (args.dim == 1 ? args.ne01 : (args.dim == 2 ? args.ne02 : args.ne03));
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device const float * x;
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for (int i0 = tpitg.x; i0 < ne0; i0 += ntg.x) {
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if (i0 < ne00 && i1 < ne01 && i2 < ne02 && i3 < ne03) {
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x = (device const float *)(src0 + (i3 )*nb03 + (i2 )*nb02 + (i1 )*nb01 + (i0 )*nb00);
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for (int i0 = tpitg.x; i0 < args.ne0; i0 += ntg.x) {
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if (i0 < args.ne00 && i1 < args.ne01 && i2 < args.ne02 && i3 < args.ne03) {
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x = (device const float *)(src0 + (i3 )*args.nb03 + (i2 )*args.nb02 + (i1 )*args.nb01 + (i0 )*args.nb00);
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} else {
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x = (device const float *)(src1 + (i3 - o[3])*nb13 + (i2 - o[2])*nb12 + (i1 - o[1])*nb11 + (i0 - o[0])*nb10);
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x = (device const float *)(src1 + (i3 - o[3])*args.nb13 + (i2 - o[2])*args.nb12 + (i1 - o[1])*args.nb11 + (i0 - o[0])*args.nb10);
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}
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device float * y = (device float *)(dst + i3*nb3 + i2*nb2 + i1*nb1 + i0*nb0);
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device float * y = (device float *)(dst + i3*args.nb3 + i2*args.nb2 + i1*args.nb1 + i0*args.nb0);
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*y = *x;
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}
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