From 37975f405f86e90f6430b1567f7e7ba4aedf61ce Mon Sep 17 00:00:00 2001 From: SignalRT Date: Thu, 22 Jun 2023 23:31:10 +0200 Subject: [PATCH 1/6] Libraries with MacOS Metal Support Add metal libraries and ggml-metal.metal helper --- LLama/LLamaSharp.Runtime.targets | 4 + LLama/runtimes/ggml-metal.metal | 1585 ++++++++++++++++++++++++++++++ LLama/runtimes/libllama.dylib | Bin 483403 -> 539531 bytes 3 files changed, 1589 insertions(+) create mode 100644 LLama/runtimes/ggml-metal.metal diff --git a/LLama/LLamaSharp.Runtime.targets b/LLama/LLamaSharp.Runtime.targets index 2c166bb3..8910f155 100644 --- a/LLama/LLamaSharp.Runtime.targets +++ b/LLama/LLamaSharp.Runtime.targets @@ -31,5 +31,9 @@ PreserveNewest libllama.dylib + + PreserveNewest + ggml-metal.metal + \ No newline at end of file diff --git a/LLama/runtimes/ggml-metal.metal b/LLama/runtimes/ggml-metal.metal new file mode 100644 index 00000000..d1e49222 --- /dev/null +++ b/LLama/runtimes/ggml-metal.metal @@ -0,0 +1,1585 @@ +#include + +using namespace metal; + +#define MAX(x, y) ((x) > (y) ? (x) : (y)) + +#define QK4_0 32 +#define QR4_0 2 +typedef struct { + half d; // delta + uint8_t qs[QK4_0 / 2]; // nibbles / quants +} block_q4_0; + +#define QK4_1 32 +typedef struct { + half d; // delta + half m; // min + uint8_t qs[QK4_1 / 2]; // nibbles / quants +} block_q4_1; + +static void dequantize_row_q4_0(device const block_q4_0 * x, device float * y, int k) { + const int qk = QK4_0; + + assert(k % qk == 0); + + const int nb = k / qk; + + for (int i = 0; i < nb; i++) { + const half d = x[i].d; + + for (int j = 0; j < qk/2; ++j) { + const int x0 = (x[i].qs[j] & 0x0F) - 8; + const int x1 = (x[i].qs[j] >> 4) - 8; + + y[i*qk + j + 0 ] = x0*d; + y[i*qk + j + qk/2] = x1*d; + } + } +} + +static void dequantize_row_q4_1(device const block_q4_1 * x, device float * y, int k) { + const int qk = QK4_1; + + assert(k % qk == 0); + + const int nb = k / qk; + + for (int i = 0; i < nb; i++) { + const half d = x[i].d; + const half m = x[i].m; + + for (int j = 0; j < qk/2; ++j) { + const int x0 = (x[i].qs[j] & 0x0F); + const int x1 = (x[i].qs[j] >> 4); + + y[i*qk + j + 0 ] = x0*d + m; + y[i*qk + j + qk/2] = x1*d + m; + } + } +} + +kernel void kernel_add( + device const float * src0, + device const float * src1, + device float * dst, + uint tpig[[thread_position_in_grid]]) { + dst[tpig] = src0[tpig] + src1[tpig]; +} + +kernel void kernel_mul( + device const float * src0, + device const float * src1, + device float * dst, + uint tpig[[thread_position_in_grid]]) { + dst[tpig] = src0[tpig] * src1[tpig]; +} + +// assumption: src1 is a row +// broadcast src1 into src0 +kernel void kernel_mul_row( + device const float * src0, + device const float * src1, + device float * dst, + constant int64_t & ne00, + uint tpig[[thread_position_in_grid]]) { + dst[tpig] = src0[tpig] * src1[tpig % ne00]; +} + +kernel void kernel_scale( + device const float * src0, + device float * dst, + constant float & scale, + uint tpig[[thread_position_in_grid]]) { + dst[tpig] = src0[tpig] * scale; +} + +kernel void kernel_silu( + device const float * src0, + device float * dst, + uint tpig[[thread_position_in_grid]]) { + float x = src0[tpig]; + dst[tpig] = x / (1.0f + exp(-x)); +} + +kernel void kernel_relu( + device const float * src0, + device float * dst, + uint tpig[[thread_position_in_grid]]) { + dst[tpig] = max(0.0f, src0[tpig]); +} + +constant float GELU_COEF_A = 0.044715f; +constant float SQRT_2_OVER_PI = 0.79788456080286535587989211986876f; + +kernel void kernel_gelu( + device const float * src0, + device float * dst, + uint tpig[[thread_position_in_grid]]) { + float x = src0[tpig]; + dst[tpig] = 0.5f*x*(1.0f + tanh(SQRT_2_OVER_PI*x*(1.0f + GELU_COEF_A*x*x))); +} + +kernel void kernel_soft_max( + device const float * src0, + device float * dst, + constant int64_t & ne00, + constant int64_t & ne01, + constant int64_t & ne02, + threadgroup float * buf [[threadgroup(0)]], + uint3 tgpig[[threadgroup_position_in_grid]], + uint3 tpitg[[thread_position_in_threadgroup]], + uint3 ntg[[threads_per_threadgroup]]) { + const int64_t i03 = tgpig[2]; + const int64_t i02 = tgpig[1]; + const int64_t i01 = tgpig[0]; + + device const float * psrc0 = src0 + i03*ne02*ne01*ne00 + i02*ne01*ne00 + i01*ne00; + device float * pdst = dst + i03*ne02*ne01*ne00 + i02*ne01*ne00 + i01*ne00; + + // parallel max + buf[tpitg[0]] = -INFINITY; + for (int i00 = tpitg[0]; i00 < ne00; i00 += ntg[0]) { + buf[tpitg[0]] = MAX(buf[tpitg[0]], psrc0[i00]); + } + + // reduce + threadgroup_barrier(mem_flags::mem_threadgroup); + for (uint i = ntg[0]/2; i > 0; i /= 2) { + if (tpitg[0] < i) { + buf[tpitg[0]] = MAX(buf[tpitg[0]], buf[tpitg[0] + i]); + } + threadgroup_barrier(mem_flags::mem_threadgroup); + } + + // broadcast + if (tpitg[0] == 0) { + buf[0] = buf[0]; + } + + threadgroup_barrier(mem_flags::mem_threadgroup); + + const float max = buf[0]; + + // parallel sum + buf[tpitg[0]] = 0.0f; + for (int i00 = tpitg[0]; i00 < ne00; i00 += ntg[0]) { + buf[tpitg[0]] += exp(psrc0[i00] - max); + } + + // reduce + threadgroup_barrier(mem_flags::mem_threadgroup); + for (uint i = ntg[0]/2; i > 0; i /= 2) { + if (tpitg[0] < i) { + buf[tpitg[0]] += buf[tpitg[0] + i]; + } + threadgroup_barrier(mem_flags::mem_threadgroup); + } + + // broadcast + if (tpitg[0] == 0) { + buf[0] = buf[0]; + } + + threadgroup_barrier(mem_flags::mem_threadgroup); + + const float sum = buf[0]; + + for (int i00 = tpitg[0]; i00 < ne00; i00 += ntg[0]) { + pdst[i00] = exp(psrc0[i00] - max) / sum; + } +} + +kernel void kernel_diag_mask_inf( + device const float * src0, + device float * dst, + constant int64_t & ne00, + constant int64_t & ne01, + constant int & n_past, + uint3 tpig[[thread_position_in_grid]]) { + const int64_t i02 = tpig[2]; + const int64_t i01 = tpig[1]; + const int64_t i00 = tpig[0]; + + if (i00 > n_past + i01) { + dst[i02*ne01*ne00 + i01*ne00 + i00] = -INFINITY; + } else { + dst[i02*ne01*ne00 + i01*ne00 + i00] = src0[i02*ne01*ne00 + i01*ne00 + i00]; + } +} + +kernel void kernel_get_rows_f16( + device const void * src0, + device const int * src1, + device float * dst, + constant int64_t & ne00, + constant uint64_t & nb01, + constant uint64_t & nb1, + uint tpig[[thread_position_in_grid]]) { + const int i = tpig; + const int r = ((device int32_t *) src1)[i]; + + for (int j = 0; j < ne00; j++) { + dst[i*nb1 + j] = ((device half *) ((device char *) src0 + r*nb01))[j]; + } +} + +kernel void kernel_get_rows_q4_0( + device const void * src0, + device const int * src1, + device float * dst, + constant int64_t & ne00, + constant uint64_t & nb01, + constant uint64_t & nb1, + uint tpig[[thread_position_in_grid]]) { + const int i = tpig; + const int r = ((device int32_t *) src1)[i]; + + dequantize_row_q4_0( + (device const block_q4_0 *) ((device char *) src0 + r*nb01), + (device float *) ((device char *) dst + i*nb1), ne00); +} + +kernel void kernel_get_rows_q4_1( + device const void * src0, + device const int * src1, + device float * dst, + constant int64_t & ne00, + constant uint64_t & nb01, + constant uint64_t & nb1, + uint tpig[[thread_position_in_grid]]) { + const int i = tpig; + const int r = ((device int32_t *) src1)[i]; + + dequantize_row_q4_1( + (device const block_q4_1 *) ((device char *) src0 + r*nb01), + (device float *) ((device char *) dst + i*nb1), ne00); +} + +kernel void kernel_norm( + device const void * src0, + device float * dst, + constant int64_t & ne00, + constant uint64_t & nb01, + constant float & eps, + threadgroup float * sum [[threadgroup(0)]], + uint tgpig[[threadgroup_position_in_grid]], + uint tpitg[[thread_position_in_threadgroup]], + uint ntg[[threads_per_threadgroup]]) { + device const float * x = (device const float *) ((device const char *) src0 + tgpig*nb01); + // MEAN + // parallel sum + sum[tpitg] = 0.0f; + for (int i00 = tpitg; i00 < ne00; i00 += ntg) { + sum[tpitg] += x[i00]; + } + // reduce + threadgroup_barrier(mem_flags::mem_threadgroup); + for (uint i = ntg/2; i > 0; i /= 2) { + if (tpitg < i) { + sum[tpitg] += sum[tpitg + i]; + } + threadgroup_barrier(mem_flags::mem_threadgroup); + } + // broadcast + if (tpitg == 0) { + sum[0] /= ne00; + } + threadgroup_barrier(mem_flags::mem_threadgroup); + const float mean = sum[0]; + + // recenter + device float * y = dst + tgpig*ne00; + for (int i00 = tpitg; i00 < ne00; i00 += ntg) { + y[i00] = x[i00] - mean; + } + + // VARIANCE + // parallel sum + sum[tpitg] = 0.0f; + for (int i00 = tpitg; i00 < ne00; i00 += ntg) { + sum[tpitg] += y[i00] * y[i00]; + } + // reduce + threadgroup_barrier(mem_flags::mem_threadgroup); + for (uint i = ntg/2; i > 0; i /= 2) { + if (tpitg < i) { + sum[tpitg] += sum[tpitg + i]; + } + threadgroup_barrier(mem_flags::mem_threadgroup); + } + // broadcast + if (tpitg == 0) { + sum[0] /= ne00; + } + threadgroup_barrier(mem_flags::mem_threadgroup); + const float variance = sum[0]; + + const float scale = 1.0f/sqrt(variance + eps); + for (int i00 = tpitg; i00 < ne00; i00 += ntg) { + y[i00] = y[i00] * scale; + } +} + + +kernel void kernel_rms_norm( + device const void * src0, + device float * dst, + constant int64_t & ne00, + constant uint64_t & nb01, + constant float & eps, + threadgroup float * sum [[threadgroup(0)]], + uint tgpig[[threadgroup_position_in_grid]], + uint tpitg[[thread_position_in_threadgroup]], + uint ntg[[threads_per_threadgroup]]) { + device const float * x = (device const float *) ((device const char *) src0 + tgpig*nb01); + + // parallel sum + sum[tpitg] = 0.0f; + for (int i00 = tpitg; i00 < ne00; i00 += ntg) { + sum[tpitg] += x[i00] * x[i00]; + } + + // reduce + threadgroup_barrier(mem_flags::mem_threadgroup); + for (uint i = ntg/2; i > 0; i /= 2) { + if (tpitg < i) { + sum[tpitg] += sum[tpitg + i]; + } + threadgroup_barrier(mem_flags::mem_threadgroup); + } + + // broadcast + if (tpitg == 0) { + sum[0] /= ne00; + } + + threadgroup_barrier(mem_flags::mem_threadgroup); + + const float mean = sum[0]; + const float scale = 1.0f/sqrt(mean + eps); + + device float * y = dst + tgpig*ne00; + for (int i00 = tpitg; i00 < ne00; i00 += ntg) { + y[i00] = x[i00] * scale; + } +} + +kernel void kernel_mul_mat_q4_0_f32( + device const void * src0, + device const float * src1, + device float * dst, + constant int64_t & ne00, + constant int64_t & ne10, + constant int64_t & ne0, + threadgroup float * sum [[threadgroup(0)]], + uint2 tgpig[[threadgroup_position_in_grid]], + uint2 tpitg[[thread_position_in_threadgroup]], + uint2 tptg[[threads_per_threadgroup]]) { + const int nb = ne00/QK4_0; + + const int64_t r0 = tgpig.x; + const int64_t r1 = tgpig.y; + + device const block_q4_0 * x = (device const block_q4_0 *) src0 + r0*nb; + device const float * y = (device const float *) src1 + r1*ne10; + + const int nth = tptg.x*tptg.y; + const int ith = tptg.y*tpitg.x + tpitg.y; + + const int ix = tpitg.y/4; // 0 or 1 + const int iy = tpitg.y - 4*ix; // 0...3 + + const int first = 4 * iy; + + float sumf = 0; + + for (int i = 2*tpitg.x + ix; i < nb; i += 2*tptg.x) { + + const float d = (float)x[i].d; + + device const uint8_t * xl = x[i].qs + first; + device const float * yl = y + i * QK4_0 + first; + + float2 acc = {0.0f, 0.0f}; + + for (int j = 0; j < 4; ++j) { + + acc[0] += yl[j] * (xl[j] & 0xF) + yl[j+16] * (xl[j] >> 4); + acc[1] += yl[j] + yl[j+16]; + + } + + sumf += d * (acc[0] - 8.f*acc[1]); + } + + sum[ith] = sumf; + + // + // Accumulate the sum from all threads in the threadgroup + // + threadgroup_barrier(mem_flags::mem_threadgroup); + if (ith%4 == 0) { + sum[ith] += sum[ith+1] + sum[ith+2] + sum[ith+3]; + } + threadgroup_barrier(mem_flags::mem_threadgroup); + if (ith%16 == 0) { + sum[ith] += sum[ith+4] + sum[ith+8] + sum[ith+12]; + } + threadgroup_barrier(mem_flags::mem_threadgroup); + if (ith == 0) { + for (uint i = 16; i < nth; i += 16) sum[0] += sum[i]; + dst[r1*ne0 + r0] = sum[0]; + } +} + +kernel void kernel_mul_mat_q4_1_f32( + device const void * src0, + device const float * src1, + device float * dst, + constant int64_t & ne00, + constant int64_t & ne10, + constant int64_t & ne0, + threadgroup float * sum [[threadgroup(0)]], + uint2 tgpig[[threadgroup_position_in_grid]], + uint2 tpitg[[thread_position_in_threadgroup]], + uint2 tptg[[threads_per_threadgroup]]) { + const int nb = ne00/QK4_1; + + const int64_t r0 = tgpig.x; + const int64_t r1 = tgpig.y; + + device const block_q4_1 * x = (device const block_q4_1 *) src0 + r0*nb; + device const float * y = (device const float *) src1 + r1*ne10; + + const uint nth = tptg.x*tptg.y; + const uint ith = tptg.y*tpitg.x + tpitg.y; + + const int ix = tpitg.y/4; // 0 or 1 + const int iy = tpitg.y - 4*ix; // 0...3 + + const int first = 4 * iy; + + float sumf = 0; + + for (int i = 2*tpitg.x + ix; i < nb; i += 2*tptg.x) { + + const float d = (float)x[i].d; + const float m = (float)x[i].m; + + device const uint8_t * xl = x[i].qs + first; + device const float * yl = y + i * QK4_1 + first; + + float2 acc = {0.0f, 0.0f}; + + for (int j = 0; j < 4; ++j) { + + acc[0] += yl[j+ 0] * (d * (xl[j] & 0xF) + m); + acc[1] += yl[j+16] * (d * (xl[j] >> 4) + m); + + } + + sumf += acc[0] + acc[1]; + } + + sum[ith] = sumf; + + // + // Accumulate the sum from all threads in the threadgroup + // + threadgroup_barrier(mem_flags::mem_threadgroup); + if (ith%4 == 0) { + sum[ith] += sum[ith+1] + sum[ith+2] + sum[ith+3]; + } + threadgroup_barrier(mem_flags::mem_threadgroup); + if (ith%16 == 0) { + sum[ith] += sum[ith+4] + sum[ith+8] + sum[ith+12]; + } + threadgroup_barrier(mem_flags::mem_threadgroup); + if (ith == 0) { + for (int i = 16; i < nth; i += 16) sum[0] += sum[i]; + dst[r1*ne0 + r0] = sum[0]; + } +} + +kernel void kernel_mul_mat_f16_f32( + device const char * src0, + device const char * src1, + device float * dst, + constant int64_t & ne00, + constant int64_t & ne01, + constant uint64_t & nb00, + constant uint64_t & nb01, + constant uint64_t & nb02, + constant int64_t & ne10, + constant int64_t & ne11, + constant uint64_t & nb10, + constant uint64_t & nb11, + constant uint64_t & nb12, + constant int64_t & ne0, + constant int64_t & ne1, + threadgroup float * sum [[threadgroup(0)]], + uint3 tgpig[[threadgroup_position_in_grid]], + uint3 tpig[[thread_position_in_grid]], + uint3 tpitg[[thread_position_in_threadgroup]], + uint3 tptg[[threads_per_threadgroup]]) { + + const int64_t r0 = tgpig.x; + const int64_t r1 = tgpig.y; + const int64_t im = tgpig.z; + + device const half * x = (device const half *) (src0 + r0*nb01 + im*nb02); + device const float * y = (device const float *) (src1 + r1*nb11 + im*nb12); + + sum[tpitg.x] = 0.0f; + + for (int i = tpitg.x; i < ne00; i += tptg.x) { + sum[tpitg.x] += (float) x[i] * (float) y[i]; + } + + // accumulate the sum from all threads in the threadgroup + threadgroup_barrier(mem_flags::mem_threadgroup); + for (uint i = tptg.x/2; i > 0; i /= 2) { + if (tpitg.x < i) { + sum[tpitg.x] += sum[tpitg.x + i]; + } + threadgroup_barrier(mem_flags::mem_threadgroup); + } + + if (tpitg.x == 0) { + dst[im*ne1*ne0 + r1*ne0 + r0] = sum[0]; + } +} + +kernel void kernel_alibi_f32( + device const float * src0, + device float * dst, + constant int64_t & ne00, + constant int64_t & ne01, + constant int64_t & ne02, + constant int64_t & ne03, + constant uint64_t & nb00, + constant uint64_t & nb01, + constant uint64_t & nb02, + constant uint64_t & nb03, + constant int64_t & ne0, + constant int64_t & ne1, + constant int64_t & ne2, + constant int64_t & ne3, + constant uint64_t & nb0, + constant uint64_t & nb1, + constant uint64_t & nb2, + constant uint64_t & nb3, + constant float & m0, + uint3 tgpig[[threadgroup_position_in_grid]], + uint3 tpitg[[thread_position_in_threadgroup]], + uint3 ntg[[threads_per_threadgroup]]) { + const int64_t i03 = tgpig[2]; + const int64_t i02 = tgpig[1]; + const int64_t i01 = tgpig[0]; + + const int64_t n = i03*ne02*ne01*ne00 + i02*ne01*ne00 + i01*ne00; + + const int64_t i3 = n / (ne2*ne1*ne0); + const int64_t i2 = (n - i3*ne2*ne1*ne0) / (ne1*ne0); + const int64_t i1 = (n - i3*ne2*ne1*ne0 - i2*ne1*ne0) / ne0; + const int64_t i0 = (n - i3*ne2*ne1*ne0 - i2*ne1*ne0 - i1*ne0); + + device float * dst_data = (device float *) ((device char *) dst + i3*nb3 + i2*nb2 + i1*nb1 + i0*nb0); + float m_k = pow(m0, i2 + 1); + for (int64_t i00 = tpitg.x; i00 < ne00; i00 += ntg.x) { + device const float * src = (device float *)((device char *) src0 + i03*nb03 + i02*nb02 + i01*nb01 + i00*nb00); + dst_data[i00] = src[0] + m_k * (i00 - ne00 + 1); + } +} + +kernel void kernel_rope( + device const void * src0, + device float * dst, + constant int64_t & ne00, + constant int64_t & ne01, + constant int64_t & ne02, + constant int64_t & ne03, + constant uint64_t & nb00, + constant uint64_t & nb01, + constant uint64_t & nb02, + constant uint64_t & nb03, + constant int64_t & ne0, + constant int64_t & ne1, + constant int64_t & ne2, + constant int64_t & ne3, + constant uint64_t & nb0, + constant uint64_t & nb1, + constant uint64_t & nb2, + constant uint64_t & nb3, + constant int & n_past, + constant int & n_dims, + constant int & mode, + uint3 tpig[[thread_position_in_grid]]) { + const int64_t i3 = tpig[2]; + const int64_t i2 = tpig[1]; + const int64_t i1 = tpig[0]; + + const bool is_neox = mode & 2; + const float theta_scale = pow(10000.0, -2.0f/n_dims); + + const int64_t p = ((mode & 1) == 0 ? n_past + i2 : i2); + + float theta = (float)p; + + if (!is_neox) { + for (int64_t i0 = 0; i0 < ne0; i0 += 2) { + const float cos_theta = cos(theta); + const float sin_theta = sin(theta); + + theta *= theta_scale; + + device const float * const src = (device float *)((device char *) src0 + i3*nb03 + i2*nb02 + i1*nb01 + i0*nb00); + device float * dst_data = (device float *)((device char *) dst + i3*nb3 + i2*nb2 + i1*nb1 + i0*nb0); + + const float x0 = src[0]; + const float x1 = src[1]; + + dst_data[0] = x0*cos_theta - x1*sin_theta; + dst_data[1] = x0*sin_theta + x1*cos_theta; + } + } else { + // TODO: implement + } +} + +kernel void kernel_cpy_f16_f16( + device const half * src0, + device half * dst, + constant int64_t & ne00, + constant int64_t & ne01, + constant int64_t & ne02, + constant int64_t & ne03, + constant uint64_t & nb00, + constant uint64_t & nb01, + constant uint64_t & nb02, + constant uint64_t & nb03, + constant int64_t & ne0, + constant int64_t & ne1, + constant int64_t & ne2, + constant int64_t & ne3, + constant uint64_t & nb0, + constant uint64_t & nb1, + constant uint64_t & nb2, + constant uint64_t & nb3, + uint3 tgpig[[threadgroup_position_in_grid]], + uint3 tpitg[[thread_position_in_threadgroup]], + uint3 ntg[[threads_per_threadgroup]]) { + const int64_t i03 = tgpig[2]; + const int64_t i02 = tgpig[1]; + const int64_t i01 = tgpig[0]; + + const int64_t n = i03*ne02*ne01*ne00 + i02*ne01*ne00 + i01*ne00; + + const int64_t i3 = n / (ne2*ne1*ne0); + const int64_t i2 = (n - i3*ne2*ne1*ne0) / (ne1*ne0); + const int64_t i1 = (n - i3*ne2*ne1*ne0 - i2*ne1*ne0) / ne0; + const int64_t i0 = (n - i3*ne2*ne1*ne0 - i2*ne1*ne0 - i1*ne0); + + device half * dst_data = (device half *) ((device char *) dst + i3*nb3 + i2*nb2 + i1*nb1 + i0*nb0); + + for (int64_t i00 = tpitg.x; i00 < ne00; i00 += ntg.x) { + device const half * src = (device half *)((device char *) src0 + i03*nb03 + i02*nb02 + i01*nb01 + i00*nb00); + dst_data[i00] = src[0]; + } +} + +kernel void kernel_cpy_f32_f16( + device const float * src0, + device half * dst, + constant int64_t & ne00, + constant int64_t & ne01, + constant int64_t & ne02, + constant int64_t & ne03, + constant uint64_t & nb00, + constant uint64_t & nb01, + constant uint64_t & nb02, + constant uint64_t & nb03, + constant int64_t & ne0, + constant int64_t & ne1, + constant int64_t & ne2, + constant int64_t & ne3, + constant uint64_t & nb0, + constant uint64_t & nb1, + constant uint64_t & nb2, + constant uint64_t & nb3, + uint3 tgpig[[threadgroup_position_in_grid]], + uint3 tpitg[[thread_position_in_threadgroup]], + uint3 ntg[[threads_per_threadgroup]]) { + const int64_t i03 = tgpig[2]; + const int64_t i02 = tgpig[1]; + const int64_t i01 = tgpig[0]; + + const int64_t n = i03*ne02*ne01*ne00 + i02*ne01*ne00 + i01*ne00; + + const int64_t i3 = n / (ne2*ne1*ne0); + const int64_t i2 = (n - i3*ne2*ne1*ne0) / (ne1*ne0); + const int64_t i1 = (n - i3*ne2*ne1*ne0 - i2*ne1*ne0) / ne0; + const int64_t i0 = (n - i3*ne2*ne1*ne0 - i2*ne1*ne0 - i1*ne0); + + device half * dst_data = (device half *) ((device char *) dst + i3*nb3 + i2*nb2 + i1*nb1 + i0*nb0); + + for (int64_t i00 = tpitg.x; i00 < ne00; i00 += ntg.x) { + device const float * src = (device float *)((device char *) src0 + i03*nb03 + i02*nb02 + i01*nb01 + i00*nb00); + + dst_data[i00] = src[0]; + } +} + +kernel void kernel_cpy_f32_f32( + device const float * src0, + device float * dst, + constant int64_t & ne00, + constant int64_t & ne01, + constant int64_t & ne02, + constant int64_t & ne03, + constant uint64_t & nb00, + constant uint64_t & nb01, + constant uint64_t & nb02, + constant uint64_t & nb03, + constant int64_t & ne0, + constant int64_t & ne1, + constant int64_t & ne2, + constant int64_t & ne3, + constant uint64_t & nb0, + constant uint64_t & nb1, + constant uint64_t & nb2, + constant uint64_t & nb3, + uint3 tgpig[[threadgroup_position_in_grid]], + uint3 tpitg[[thread_position_in_threadgroup]], + uint3 ntg[[threads_per_threadgroup]]) { + const int64_t i03 = tgpig[2]; + const int64_t i02 = tgpig[1]; + const int64_t i01 = tgpig[0]; + + const int64_t n = i03*ne02*ne01*ne00 + i02*ne01*ne00 + i01*ne00; + + const int64_t i3 = n / (ne2*ne1*ne0); + const int64_t i2 = (n - i3*ne2*ne1*ne0) / (ne1*ne0); + const int64_t i1 = (n - i3*ne2*ne1*ne0 - i2*ne1*ne0) / ne0; + const int64_t i0 = (n - i3*ne2*ne1*ne0 - i2*ne1*ne0 - i1*ne0); + + device float * dst_data = (device float *) ((device char *) dst + i3*nb3 + i2*nb2 + i1*nb1 + i0*nb0); + + for (int64_t i00 = tpitg.x; i00 < ne00; i00 += ntg.x) { + device const float * src = (device float *)((device char *) src0 + i03*nb03 + i02*nb02 + i01*nb01 + i00*nb00); + + dst_data[i00] = src[0]; + } +} + +//============================================ k-quants ====================================================== + +#define QK_K 256 + +typedef struct { + uint8_t scales[QK_K/16]; // scales and mins, quantized with 4 bits + uint8_t qs[QK_K/4]; // quants + half d; // super-block scale for quantized scales + half dmin; // super-block scale for quantized mins +} block_q2_k; +// 84 bytes / block + +typedef struct { + uint8_t hmask[QK_K/8]; // quants - high bit + uint8_t qs[QK_K/4]; // quants - low 2 bits + uint8_t scales[3*QK_K/64]; // scales, quantized with 6 bits + half d; // super-block scale +} block_q3_k; +// 110 bytes / block + +typedef struct { + half d; // super-block scale for quantized scales + half dmin; // super-block scale for quantized mins + uint8_t scales[3*QK_K/64]; // scales and mins, quantized with 6 bits + uint8_t qs[QK_K/2]; // 4--bit quants +} block_q4_k; +// 144 bytes / block + +typedef struct { + half d; // super-block scale for quantized scales + half dmin; // super-block scale for quantized mins + uint8_t scales[3*QK_K/64]; // scales and mins, quantized with 6 bits + uint8_t qh[QK_K/8]; // quants, high bit + uint8_t qs[QK_K/2]; // quants, low 4 bits +} block_q5_k; +// 176 bytes / block + +typedef struct { + uint8_t ql[QK_K/2]; // quants, lower 4 bits + uint8_t qh[QK_K/4]; // quants, upper 2 bits + int8_t scales[QK_K/16]; // scales, quantized with 8 bits + half d; // super-block scale +} block_q6_k; +// 210 bytes / block + +static inline uchar4 get_scale_min_k4(int j, device const uint8_t * q) { + uchar4 r; + if (j < 4) { + r[0] = q[j+0] & 63; + r[2] = q[j+1] & 63; + r[1] = q[j+4] & 63; + r[3] = q[j+5] & 63; + } else { + r[0] = (q[j+4] & 0xF) | ((q[j-4] >> 6) << 4); + r[2] = (q[j+5] & 0xF) | ((q[j-3] >> 6) << 4); + r[1] = (q[j+4] >> 4) | ((q[j-0] >> 6) << 4); + r[3] = (q[j+5] >> 4) | ((q[j+1] >> 6) << 4); + } + return r; +} + +//========================================== dequantization ============================= + +static void dequantize_row_q2_k(device const block_q2_k * x, device float * y, int k) { + assert(k % QK_K == 0); + const int nb = k / QK_K; + + for (int i = 0; i < nb; i++) { + + const float d = x[i].d; + const float min = x[i].dmin; + + device const uint8_t * q = x[i].qs; + + int is = 0; + float dl, ml; + for (int n = 0; n < QK_K; n += 128) { + int shift = 0; + for (int j = 0; j < 4; ++j) { + + uint8_t sc = x[i].scales[is++]; + dl = d * (sc & 0xF); ml = min * (sc >> 4); + for (int l = 0; l < 16; ++l) *y++ = dl * ((int8_t)((q[l] >> shift) & 3)) - ml; + + sc = x[i].scales[is++]; + dl = d * (sc & 0xF); ml = min * (sc >> 4); + for (int l = 0; l < 16; ++l) *y++ = dl * ((int8_t)((q[l+16] >> shift) & 3)) - ml; + + shift += 2; + } + q += 32; + } + + } +} + +static void dequantize_row_q3_k(device const block_q3_k * x, device float * y, int k) { + assert(k % QK_K == 0); + const int nb = k / QK_K; + + const uint16_t kmask1 = 0x0303; + const uint16_t kmask2 = 0x0f0f; + + uint16_t aux[8]; + thread const int8_t * scales = (thread const int8_t*)aux; + + for (int i = 0; i < nb; i++) { + + const float d_all = (float)(x[i].d); + + device const uint8_t * q = x[i].qs; + device const uint8_t * h = x[i].hmask; + uint8_t m = 1; + + device const uint16_t * a = (device const uint16_t *)x[i].scales; + aux[0] = (a[0] & kmask2) | (((a[4] >> 0) & kmask1) << 4); + aux[1] = (a[1] & kmask2) | (((a[5] >> 0) & kmask1) << 4); + aux[2] = (a[2] & kmask2) | (((a[4] >> 2) & kmask1) << 4); + aux[3] = (a[3] & kmask2) | (((a[5] >> 2) & kmask1) << 4); + aux[4] = ((a[0] >> 4) & kmask2) | (((a[4] >> 4) & kmask1) << 4); + aux[5] = ((a[1] >> 4) & kmask2) | (((a[5] >> 4) & kmask1) << 4); + aux[6] = ((a[2] >> 4) & kmask2) | (((a[4] >> 6) & kmask1) << 4); + aux[7] = ((a[3] >> 4) & kmask2) | (((a[5] >> 6) & kmask1) << 4); + + int is = 0; + float dl; + for (int n = 0; n < QK_K; n += 128) { + int shift = 0; + for (int j = 0; j < 4; ++j) { + + dl = d_all * (scales[is++] - 32); + for (int l = 0; l < 16; ++l) { + *y++ = dl * ((int8_t)((q[l+ 0] >> shift) & 3) - ((h[l+ 0] & m) ? 0 : 4)); + } + + dl = d_all * (scales[is++] - 32); + for (int l = 0; l < 16; ++l) { + *y++ = dl * ((int8_t)((q[l+16] >> shift) & 3) - ((h[l+16] & m) ? 0 : 4)); + } + + shift += 2; + m <<= 1; + } + q += 32; + } + + } + +} + +static void dequantize_row_q4_k(device const block_q4_k * x, device float * y, int k) { + assert(k % QK_K == 0); + const int nb = k / QK_K; + + + for (int i = 0; i < nb; i++) { + + const float d = x[i].d; + const float min = x[i].dmin; + + device const uint8_t * q = x[i].qs; + device const uint8_t * scales = x[i].scales; + + int is = 0; + for (int j = 0; j < QK_K; j += 64) { + const uchar4 sc = get_scale_min_k4(is, scales); + const float d1 = d * sc[0]; const float m1 = min * sc[1]; + const float d2 = d * sc[2]; const float m2 = min * sc[3]; + for (int l = 0; l < 32; ++l) *y++ = d1 * (q[l] & 0xF) - m1; + for (int l = 0; l < 32; ++l) *y++ = d2 * (q[l] >> 4) - m2; + q += 32; is += 2; + } + + } +} + +static void dequantize_row_q5_k(device const block_q5_k * x, device float * y, int k) { + assert(k % QK_K == 0); + const int nb = k / QK_K; + + for (int i = 0; i < nb; i++) { + + const float d = (float)(x[i].d); + const float min = (float)(x[i].dmin); + + device const uint8_t * ql = x[i].qs; + device const uint8_t * qh = x[i].qh; + + int is = 0; + uint8_t u1 = 1, u2 = 2; + for (int j = 0; j < QK_K; j += 64) { + const uchar4 sc = get_scale_min_k4(is, x[i].scales); + const float d1 = d * sc[0]; const float m1 = min * sc[1]; + const float d2 = d * sc[2]; const float m2 = min * sc[3]; + for (int l = 0; l < 32; ++l) *y++ = d1 * ((ql[l] & 0xF) + (qh[l] & u1 ? 16 : 0)) - m1; + for (int l = 0; l < 32; ++l) *y++ = d2 * ((ql[l] >> 4) + (qh[l] & u2 ? 16 : 0)) - m2; + ql += 32; is += 2; + u1 <<= 2; u2 <<= 2; + } + } + +} + +static void dequantize_row_q6_k(device const block_q6_k * x, device float * y, int k) { + assert(k % QK_K == 0); + const int nb = k / QK_K; + + for (int i = 0; i < nb; i++) { + + device const uint8_t * ql = x[i].ql; + device const uint8_t * qh = x[i].qh; + device const int8_t * sc = x[i].scales; + + const float d = x[i].d; + + for (int n = 0; n < QK_K; n += 128) { + for (int l = 0; l < 32; ++l) { + int is = l/16; + const int8_t q1 = (int8_t)((ql[l + 0] & 0xF) | (((qh[l] >> 0) & 3) << 4)) - 32; + const int8_t q2 = (int8_t)((ql[l + 32] & 0xF) | (((qh[l] >> 2) & 3) << 4)) - 32; + const int8_t q3 = (int8_t)((ql[l + 0] >> 4) | (((qh[l] >> 4) & 3) << 4)) - 32; + const int8_t q4 = (int8_t)((ql[l + 32] >> 4) | (((qh[l] >> 6) & 3) << 4)) - 32; + y[l + 0] = d * sc[is + 0] * q1; + y[l + 32] = d * sc[is + 2] * q2; + y[l + 64] = d * sc[is + 4] * q3; + y[l + 96] = d * sc[is + 6] * q4; + } + y += 128; + ql += 64; + qh += 32; + sc += 8; + } + } +} + +kernel void kernel_get_rows_q2_k( + device const void * src0, + device const int * src1, + device float * dst, + constant int64_t & ne00, + constant uint64_t & nb01, + constant uint64_t & nb1, + uint tpig[[thread_position_in_grid]]) { + const int i = tpig; + const int r = ((device int32_t *) src1)[i]; + + dequantize_row_q2_k( + (device const block_q2_k *) ((device char *) src0 + r*nb01), + (device float *) ((device char *) dst + i*nb1), ne00); +} + +kernel void kernel_get_rows_q3_k( + device const void * src0, + device const int * src1, + device float * dst, + constant int64_t & ne00, + constant uint64_t & nb01, + constant uint64_t & nb1, + uint tpig[[thread_position_in_grid]]) { + const int i = tpig; + const int r = ((device int32_t *) src1)[i]; + + dequantize_row_q3_k( + (device const block_q3_k *) ((device char *) src0 + r*nb01), + (device float *) ((device char *) dst + i*nb1), ne00); +} + +kernel void kernel_get_rows_q4_k( + device const void * src0, + device const int * src1, + device float * dst, + constant int64_t & ne00, + constant uint64_t & nb01, + constant uint64_t & nb1, + uint tpig[[thread_position_in_grid]]) { + const int i = tpig; + const int r = ((device int32_t *) src1)[i]; + + dequantize_row_q4_k( + (device const block_q4_k *) ((device char *) src0 + r*nb01), + (device float *) ((device char *) dst + i*nb1), ne00); +} + +kernel void kernel_get_rows_q5_k( + device const void * src0, + device const int * src1, + device float * dst, + constant int64_t & ne00, + constant uint64_t & nb01, + constant uint64_t & nb1, + uint tpig[[thread_position_in_grid]]) { + const int i = tpig; + const int r = ((device int32_t *) src1)[i]; + + dequantize_row_q5_k( + (device const block_q5_k *) ((device char *) src0 + r*nb01), + (device float *) ((device char *) dst + i*nb1), ne00); +} + +kernel void kernel_get_rows_q6_k( + device const void * src0, + device const int * src1, + device float * dst, + constant int64_t & ne00, + constant uint64_t & nb01, + constant uint64_t & nb1, + uint tpig[[thread_position_in_grid]]) { + const int i = tpig; + const int r = ((device int32_t *) src1)[i]; + + dequantize_row_q6_k( + (device const block_q6_k *) ((device char *) src0 + r*nb01), + (device float *) ((device char *) dst + i*nb1), ne00); +} + +//====================================== dot products ========================= + +kernel void kernel_mul_mat_q2_k_f32( + device const void * src0, + device const float * src1, + device float * dst, + constant int64_t & ne00, + constant int64_t & ne10, + constant int64_t & ne0, + threadgroup float * sum [[threadgroup(0)]], + uint2 tgpig[[threadgroup_position_in_grid]], + uint2 tpitg[[thread_position_in_threadgroup]], + uint2 tptg[[threads_per_threadgroup]]) { + + const int nb = ne00/QK_K; + + const int64_t r0 = tgpig.x; + const int64_t r1 = tgpig.y; + + device const block_q2_k * x = (device const block_q2_k *) src0 + r0*nb; + device const float * yy = (device const float *) src1 + r1*ne10; + + const int nth = tptg.x*tptg.y; + const int ith = tptg.y*tpitg.x + tpitg.y; + + const int tid = tpitg.y; // 0...16 + const int il = tid/4; // 0...3 + const int ir = tid%4; // 0...3 + const int ip = il/2; // 0 or 1 + const int shift1 = 4*(il%2);// 0 or 4 + const int shift2 = shift1+2;// 2 or 6 + const int n = 8; + const int is = 4*il + (n*ir)/16; + + const int y_offset = 64*il + n*ir; + const int q_offset = 32*ip + n*ir; + + sum[ith] = 0.0f; + + float sumf = 0; + for (int i = tpitg.x; i < nb; i += tptg.x) { + + device const uint8_t * q = x[i].qs + q_offset; + device const uint8_t * scales = x[i].scales + is; + + uint8_t d1 = scales[0] & 0xF; + uint8_t d2 = scales[2] & 0xF; + uint8_t m1 = scales[0] >> 4; + uint8_t m2 = scales[2] >> 4; + + device const float * y = yy + i*QK_K + y_offset; + + //float4 s = {0.f, 0.f, 0.f, 0.f}; + float2 s = {0.f, 0.f}; + float smin = 0; + for (int l = 0; l < n; ++l) { + s[0] += y[l+ 0] * ((q[l] >> shift1) & 3); + s[1] += y[l+32] * ((q[l] >> shift2) & 3); + smin += y[l+ 0] * m1 + y[l+32] * m2; + } + + const float dall = (float)x[i].d; + const float dmin = (float)x[i].dmin; + + sumf += dall * (s[0] * d1 + s[1] * d2) - dmin * smin; + + } + sum[ith] = sumf; + + //int mask1 = (ith%4 == 0); + //int mask2 = (ith%16 == 0); + + //threadgroup_barrier(mem_flags::mem_threadgroup); + //for (int i = 1; i < 4; ++i) sum[ith] += mask1 * sum[ith + i]; + //threadgroup_barrier(mem_flags::mem_threadgroup); + //for (int i = 4; i < 16; i += 4) sum[ith] += mask2 * sum[ith + i]; + //threadgroup_barrier(mem_flags::mem_threadgroup); + //if (ith == 0) { + // for (int i = 16; i < nth; i += 16) sum[0] += sum[i]; + // dst[r1*ne0 + r0] = sum[0]; + //} + + // + // Accumulate the sum from all threads in the threadgroup + // This version is slightly faster than the commented out one below, + // which I copy-pasted from ggerganov's q4_0 dot product for metal. + // + threadgroup_barrier(mem_flags::mem_threadgroup); + if (ith%4 == 0) { + for (int i = 1; i < 4; ++i) sum[ith] += sum[ith + i]; + } + threadgroup_barrier(mem_flags::mem_threadgroup); + if (ith%16 == 0) { + for (int i = 4; i < 16; i += 4) sum[ith] += sum[ith + i]; + } + threadgroup_barrier(mem_flags::mem_threadgroup); + if (ith == 0) { + for (int i = 16; i < nth; i += 16) sum[0] += sum[i]; + dst[r1*ne0 + r0] = sum[0]; + } +} + +kernel void kernel_mul_mat_q3_k_f32( + device const void * src0, + device const float * src1, + device float * dst, + constant int64_t & ne00, + constant int64_t & ne10, + constant int64_t & ne0, + constant int64_t & ne1, + threadgroup float * sum [[threadgroup(0)]], + uint2 tgpig[[threadgroup_position_in_grid]], + uint2 tpitg[[thread_position_in_threadgroup]], + uint2 tptg[[threads_per_threadgroup]]) { + + const uint16_t kmask1 = 0x0303; + const uint16_t kmask2 = 0x0f0f; + + const uint8_t m3 = 3; + const int8_t m4 = 4; + + const int nb = ne00/QK_K; + + const int64_t r0 = tgpig.x; + const int64_t r1 = tgpig.y; + + device const block_q3_k * x = (device const block_q3_k *) src0 + r0*nb; + device const float * yy = (device const float *) src1 + r1*ne10; + + const int nth = tptg.x*tptg.y; + const int ith = tptg.y*tpitg.x + tpitg.y; + + const int tid = tpitg.y; // expecting 16 + const int ip = tid/8; // 0 or 1 + const int il = tid/2 - 4*ip; // 0...3 + const int ir = tid%2; + const int n = 8; + const int l0 = n*ir; + + const uint8_t m = 1 << (4*ip + il); + + const int shift = 2*il; + + const uint16_t s_shift1 = 4*ip; + const uint16_t s_shift2 = s_shift1 + 2*(il/2); + const int ik = 4 + (il%2); + + const int q_offset = 32*ip + l0; + const int y_offset = 128*ip + 32*il + l0; + + //float sumf = 0; + float sumf1 = 0, sumf2 = 0; + for (int i = tpitg.x; i < nb; i += tptg.x) { + + const float d_all = (float)(x[i].d); + + device const uint8_t * q = x[i].qs + q_offset; + device const uint8_t * h = x[i].hmask + l0; + device const float * y = yy + i * QK_K + y_offset; + + device const uint16_t * a = (device const uint16_t *)x[i].scales; + const char2 scales = as_type((uint16_t)(((a[il] >> s_shift1) & kmask2) | (((a[ik] >> s_shift2) & kmask1) << 4))); + + float s = 0; + for (int l = 0; l < n; ++l) { + s += y[l+ 0] * ((int8_t)((q[l+ 0] >> shift) & m3) - ((h[l+ 0] & m) ? 0 : m4)); + } + float d = d_all * s; + sumf1 += d * scales[0]; + sumf2 += d; + //sumf += d_all * s * (scales[0] - 32); + + s = 0; + for (int l = 0; l < n; ++l) { + s += y[l+16] * ((int8_t)((q[l+16] >> shift) & m3) - ((h[l+16] & m) ? 0 : m4)); + } + d = d_all * s; + sumf1 += d * scales[1]; + sumf2 += d; + //sumf += d_all * s * (scales[1] - 32); + + } + + //sum[ith] = sumf; + sum[ith] = sumf1 - 32.f*sumf2; + + // + // Accumulate the sum from all threads in the threadgroup + // + threadgroup_barrier(mem_flags::mem_threadgroup); + if (ith%4 == 0) { + for (int i = 1; i < 4; ++i) sum[ith] += sum[ith + i]; + } + threadgroup_barrier(mem_flags::mem_threadgroup); + if (ith%16 == 0) { + for (int i = 4; i < 16; i += 4) sum[ith] += sum[ith + i]; + } + threadgroup_barrier(mem_flags::mem_threadgroup); + if (ith == 0) { + for (int i = 16; i < nth; i += 16) sum[0] += sum[i]; + dst[r1*ne0 + r0] = sum[0]; + } + +} + +kernel void kernel_mul_mat_q4_k_f32( + device const void * src0, + device const float * src1, + device float * dst, + constant int64_t & ne00, + constant int64_t & ne10, + constant int64_t & ne0, + threadgroup float * sum [[threadgroup(0)]], + uint2 tgpig[[threadgroup_position_in_grid]], + uint2 tpitg[[thread_position_in_threadgroup]], + uint2 tptg[[threads_per_threadgroup]]) { + + const uint16_t kmask1 = 0x3f3f; + const uint16_t kmask2 = 0x0f0f; + const uint16_t kmask3 = 0xc0c0; + + const int nb = ne00/QK_K; + + const int64_t r0 = tgpig.x; + const int64_t r1 = tgpig.y; + + device const block_q4_k * x = (device const block_q4_k *) src0 + r0*nb; + device const float * yy = (device const float *) src1 + r1*ne10; + + const int nth = tptg.x*tptg.y; + const int ith = tptg.y*tpitg.x + tpitg.y; + + const int tid = tpitg.y; // 0...16 + const int il = tid/4; // 0...3 + const int ir = tid - 4*il;// 0...3 + const int n = 4; + + const int im = il/2; // 0 or 1. 0 computes 0,32 + 128,160, 1 computes 64,96 + 192,224 + const int in = il%2; + + const int l0 = n*(2*ir + in); + const int q_offset = 32*im + l0; + const int y_offset = 64*im + l0; + + sum[ith] = 0.0f; + + uchar2 sc1, sc2, sc3, sc4; + + float sumf = 0; + for (int i = tpitg.x; i < nb; i += tptg.x) { + + device const uint8_t * q1 = (x + i)->qs + q_offset; + device const uint8_t * q2 = q1 + 64; + device const float * y1 = yy + i*QK_K + y_offset; + device const float * y2 = y1 + 128; + + const float dall = (float)((x + i)->d); + const float dmin = (float)((x + i)->dmin); + + device const uint16_t * a = (device const uint16_t *)(x + i)->scales; + sc1 = as_type((uint16_t)(a[im+0] & kmask1)); + sc2 = as_type((uint16_t)(a[im+2] & kmask1)); + sc3 = as_type((uint16_t)(((a[im+4] >> 0) & kmask2) | ((a[im+0] & kmask3) >> 2))); + sc4 = as_type((uint16_t)(((a[im+4] >> 4) & kmask2) | ((a[im+2] & kmask3) >> 2))); + + float4 s = {0.f, 0.f, 0.f, 0.f}; + float smin = 0; + for (int l = 0; l < n; ++l) { + + s[0] += y1[l] * (q1[l] & 0xF); s[1] += y1[l+32] * (q1[l] >> 4); + s[2] += y2[l] * (q2[l] & 0xF); s[3] += y2[l+32] * (q2[l] >> 4); + smin += y1[l] * sc2[0] + y1[l+32] * sc2[1] + y2[l] * sc4[0] + y2[l+32] * sc4[1]; + + } + sumf += dall * (s[0] * sc1[0] + s[1] * sc1[1] + s[2] * sc3[0] + s[3] * sc3[1]) - dmin * smin; + + } + + sum[ith] = sumf; + + // + // Accumulate the sum from all threads in the threadgroup + // This version is slightly faster than the commented out one below, + // which I copy-pasted from ggerganov's q4_0 dot product for metal. + // + threadgroup_barrier(mem_flags::mem_threadgroup); + if (ith%4 == 0) { + for (int i = 1; i < 4; ++i) sum[ith] += sum[ith + i]; + } + threadgroup_barrier(mem_flags::mem_threadgroup); + if (ith%16 == 0) { + for (int i = 4; i < 16; i += 4) sum[ith] += sum[ith + i]; + } + threadgroup_barrier(mem_flags::mem_threadgroup); + if (ith == 0) { + for (int i = 16; i < nth; i += 16) sum[0] += sum[i]; + dst[r1*ne0 + r0] = sum[0]; + } + + //// accumulate the sum from all threads in the threadgroup + //threadgroup_barrier(mem_flags::mem_threadgroup); + //for (uint i = nth/2; i > 0; i /= 2) { + // if (ith < i) { + // sum[ith] += sum[ith + i]; + // } + // threadgroup_barrier(mem_flags::mem_threadgroup); + //} + + //if (ith == 0) { + // dst[r1*ne0 + r0] = sum[0]; + //} +} + +kernel void kernel_mul_mat_q5_k_f32( + device const void * src0, + device const float * src1, + device float * dst, + constant int64_t & ne00, + constant int64_t & ne10, + constant int64_t & ne0, + threadgroup float * sum [[threadgroup(0)]], + uint2 tgpig[[threadgroup_position_in_grid]], + uint2 tpitg[[thread_position_in_threadgroup]], + uint2 tptg[[threads_per_threadgroup]]) { + + const uint16_t kmask1 = 0x3f3f; + const uint16_t kmask2 = 0x0f0f; + const uint16_t kmask3 = 0xc0c0; + + const int nb = ne00/QK_K; + + const int64_t r0 = tgpig.x; + const int64_t r1 = tgpig.y; + + device const block_q5_k * x = (device const block_q5_k *) src0 + r0*nb; + device const float * yy = (device const float *) src1 + r1*ne10; + + const int nth = tptg.x*tptg.y; + const int ith = tptg.y*tpitg.x + tpitg.y; + + const int tid = tpitg.y; // 0...16 + const int il = tid/4; // 0...3 + const int ir = tid - 4*il;// 0...3 + const int n = 4; + + const int im = il/2; // 0 or 1. 0 computes 0,32 + 128,160, 1 computes 64,96 + 192,224 + const int in = il%2; + + const int l0 = n*(2*ir + in); + const int q_offset = 32*im + l0; + const int y_offset = 64*im + l0; + + const uint8_t hm1 = 1u << (2*im); + const uint8_t hm2 = hm1 << 1; + const uint8_t hm3 = hm1 << 4; + const uint8_t hm4 = hm2 << 4; + + uchar2 sc1, sc2, sc3, sc4; + + float sumf = 0; + for (int i = tpitg.x; i < nb; i += tptg.x) { + + device const uint8_t * q1 = (x + i)->qs + q_offset; + device const uint8_t * q2 = q1 + 64; + device const uint8_t * qh = (x + i)->qh + l0; + device const float * y1 = yy + i*QK_K + y_offset; + device const float * y2 = y1 + 128; + + const float dall = (float)((x + i)->d); + const float dmin = (float)((x + i)->dmin); + + device const uint16_t * a = (device const uint16_t *)(x + i)->scales; + sc1 = as_type((uint16_t)(a[im+0] & kmask1)); + sc2 = as_type((uint16_t)(a[im+2] & kmask1)); + sc3 = as_type((uint16_t)(((a[im+4] >> 0) & kmask2) | ((a[im+0] & kmask3) >> 2))); + sc4 = as_type((uint16_t)(((a[im+4] >> 4) & kmask2) | ((a[im+2] & kmask3) >> 2))); + + float4 s = {0.f, 0.f, 0.f, 0.f}; + float smin = 0; + for (int l = 0; l < n; ++l) { + + s[0] += y1[l+ 0] * ((q1[l] & 0xF) + (qh[l] & hm1 ? 16 : 0)); + s[1] += y1[l+32] * ((q1[l] >> 4) + (qh[l] & hm2 ? 16 : 0)); + s[2] += y2[l+ 0] * ((q2[l] & 0xF) + (qh[l] & hm3 ? 16 : 0)); + s[3] += y2[l+32] * ((q2[l] >> 4) + (qh[l] & hm4 ? 16 : 0)); + smin += y1[l] * sc2[0] + y1[l+32] * sc2[1] + y2[l] * sc4[0] + y2[l+32] * sc4[1]; + + } + sumf += dall * (s[0] * sc1[0] + s[1] * sc1[1] + s[2] * sc3[0] + s[3] * sc3[1]) - dmin * smin; + + } + sum[ith] = sumf; + + // + // Accumulate the sum from all threads in the threadgroup + // + threadgroup_barrier(mem_flags::mem_threadgroup); + if (ith%4 == 0) { + sum[ith] += sum[ith+1] + sum[ith+2] + sum[ith+3]; + } + threadgroup_barrier(mem_flags::mem_threadgroup); + if (ith%16 == 0) { + sum[ith] += sum[ith+4] + sum[ith+8] + sum[ith+12]; + } + threadgroup_barrier(mem_flags::mem_threadgroup); + if (ith == 0) { + for (int i = 16; i < nth; i += 16) sum[0] += sum[i]; + dst[r1*ne0 + r0] = sum[0]; + } + +} + +kernel void kernel_mul_mat_q6_k_f32( + device const void * src0, + device const float * src1, + device float * dst, + constant int64_t & ne00, + constant int64_t & ne10, + constant int64_t & ne0, + threadgroup float * sum [[threadgroup(0)]], + uint2 tgpig[[threadgroup_position_in_grid]], + uint2 tpitg[[thread_position_in_threadgroup]], + uint2 tptg[[threads_per_threadgroup]]) { + + const uint8_t kmask1 = 0x03; + const uint8_t kmask2 = 0x0C; + const uint8_t kmask3 = 0x30; + const uint8_t kmask4 = 0xC0; + + const int nb = ne00/QK_K; + + const int64_t r0 = tgpig.x; + const int64_t r1 = tgpig.y; + + device const block_q6_k * x = (device const block_q6_k *) src0 + r0*nb; + device const float * yy = (device const float *) src1 + r1*ne10; + + const int nth = tptg.x*tptg.y; + const int ith = tptg.y*tpitg.x + tpitg.y; + + // Note: we absolutely assume that tptg.y = 16 and QK_K = 256! + const int iqs = 16 * tpitg.y; + const int ip = iqs / 128; // 0 or 1 + const int il = (iqs - 128*ip)/16; // 0...7 + const int n = 4; + const int l0 = n*il; + const int is = 8*ip + l0/16; + + const int y_offset = 128*ip + l0; + const int q_offset_l = 64*ip + l0; + const int q_offset_h = 32*ip + l0; + + float sumf = 0; + for (int i = tpitg.x; i < nb; i += tptg.x) { + + device const uint8_t * ql = x[i].ql + q_offset_l; + device const uint8_t * qh = x[i].qh + q_offset_h; + device const int8_t * sc = x[i].scales + is; + + device const float * y = yy + i * QK_K + y_offset; + + const float dall = x[i].d; + + float4 sums = {0.f, 0.f, 0.f, 0.f}; + for (int l = 0; l < n; ++l) { + sums[0] += y[l+ 0] * ((int8_t)((ql[l+ 0] & 0xF) | ((qh[l] & kmask1) << 4)) - 32); + sums[1] += y[l+32] * ((int8_t)((ql[l+32] & 0xF) | ((qh[l] & kmask2) << 2)) - 32); + sums[2] += y[l+64] * ((int8_t)((ql[l+ 0] >> 4) | ((qh[l] & kmask3) << 0)) - 32); + sums[3] += y[l+96] * ((int8_t)((ql[l+32] >> 4) | ((qh[l] & kmask4) >> 2)) - 32); + } + + sumf += dall * (sums[0] * sc[0] + sums[1] * sc[2] + sums[2] * sc[4] + sums[3] * sc[6]); + + } + + sum[ith] = sumf; + + // + // Accumulate the sum from all threads in the threadgroup + // + threadgroup_barrier(mem_flags::mem_threadgroup); + if (ith%4 == 0) { + for (int i = 1; i < 4; ++i) sum[ith] += sum[ith + i]; + } + threadgroup_barrier(mem_flags::mem_threadgroup); + if (ith%16 == 0) { + for (int i = 4; i < 16; i += 4) sum[ith] += sum[ith + i]; + } + threadgroup_barrier(mem_flags::mem_threadgroup); + if (ith == 0) { + for (int i = 16; i < nth; i += 16) sum[0] += sum[i]; + dst[r1*ne0 + r0] = sum[0]; + } + +} diff --git a/LLama/runtimes/libllama.dylib b/LLama/runtimes/libllama.dylib index e0678e1c99962a8bc10658aec31fae60e06b5ad2..4aaf149ea4fad0dd50df31f73730f916e3012505 100755 GIT binary patch delta 146494 zcma&P3tUvy`aZt)9xel3k^7(w7li>76y@fPK}1m#6;aVjL92& 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z5A}W3#@*YiydOKCo;F}UFWGpTe7xS*)V~~Zd|ySRj4zTb8R}Gj>4h*iPM-_?^+MbvnKy9|Bv7FoCc!k7JQ8ZR{iNGQ zsVS%?mDH_J+}Ua4Lq*I%Wa13uLA&v}vd_x}2O}Vi$Hoi4(~HAsSya2LUg|40d&Zvn zW3MP ze+JdVQA5iFarIB)#{by)JhRgOCP=E_5iw@cuzXwZg94TzpZ%AoRpxa2_3`feVRVK} zX)#pZfj!;01-SJd4gDwSu_ifBS$DZ(><9Oqpz-Rrs=guy+OJ254n@8!x z0?H-x3Y)WQ#>PWE$utDF1AHEQh2Ej z3^=El-c>1$4;uOI`1!>y66u~~r#qz>t*5n2RJY_3B3hDUuJVdPC*}(R@(Czwi1n~! z6^p4npJA_}`LvMB-D;4UH+|Q1ht>KNlXe=%bo~5g?n=|>fr?50Lfk=P=M(<>bNvfM zJGUaMvd?{$dm)Sv^a*fz*FR*EiX(@xNVQT-`0R0aEh~$Y?BLU~szql&zKkf;?86t* zLzx}7&QRl{ufbQQvD~Wb1~JZrcrnySH-1-DCwk+5PPsH7b)-NjcmGAJl_GolGIQZCBSYD&!@+0~B zz{dO8)Say zu9CDNdpy+iHs)+MiTBkjLNY_qDWOhkHmhb77@IOlh5+-$jwbziiYZtjZPOuU>4H&MR5(i>xIYa|xXFJ3j=~ZU From fb9e38d3e84dac4c6330e5d63b888864a98e933d Mon Sep 17 00:00:00 2001 From: SignalRT Date: Mon, 3 Jul 2023 20:50:19 +0200 Subject: [PATCH 2/6] Update llama.cpp Update with all new changes --- LLama/runtimes/ggml-metal.metal | 412 +++++++++++++++++++++++++------- LLama/runtimes/libllama.dylib | Bin 539531 -> 538107 bytes 2 files changed, 328 insertions(+), 84 deletions(-) diff --git a/LLama/runtimes/ggml-metal.metal b/LLama/runtimes/ggml-metal.metal index d1e49222..e62fe684 100644 --- a/LLama/runtimes/ggml-metal.metal +++ b/LLama/runtimes/ggml-metal.metal @@ -428,7 +428,7 @@ kernel void kernel_mul_mat_q4_0_f32( } threadgroup_barrier(mem_flags::mem_threadgroup); if (ith == 0) { - for (uint i = 16; i < nth; i += 16) sum[0] += sum[i]; + for (int i = 16; i < nth; i += 16) sum[0] += sum[i]; dst[r1*ne0 + r0] = sum[0]; } } @@ -497,7 +497,7 @@ kernel void kernel_mul_mat_q4_1_f32( } threadgroup_barrier(mem_flags::mem_threadgroup); if (ith == 0) { - for (int i = 16; i < nth; i += 16) sum[0] += sum[i]; + for (uint i = 16; i < nth; i += 16) sum[0] += sum[i]; dst[r1*ne0 + r0] = sum[0]; } } @@ -775,47 +775,76 @@ kernel void kernel_cpy_f32_f32( //============================================ k-quants ====================================================== +#ifndef QK_K #define QK_K 256 +#else +static_assert(QK_K == 256 || QK_K == 64, "QK_K must be 256 or 64"); +#endif + +#if QK_K == 256 +#define K_SCALE_SIZE 12 +#else +#define K_SCALE_SIZE 4 +#endif typedef struct { uint8_t scales[QK_K/16]; // scales and mins, quantized with 4 bits uint8_t qs[QK_K/4]; // quants half d; // super-block scale for quantized scales half dmin; // super-block scale for quantized mins -} block_q2_k; +} block_q2_K; // 84 bytes / block typedef struct { uint8_t hmask[QK_K/8]; // quants - high bit uint8_t qs[QK_K/4]; // quants - low 2 bits - uint8_t scales[3*QK_K/64]; // scales, quantized with 6 bits - half d; // super-block scale -} block_q3_k; -// 110 bytes / block - +#if QK_K == 64 + uint8_t scales[2]; +#else + uint8_t scales[K_SCALE_SIZE]; // scales, quantized with 6 bits +#endif + half d; // super-block scale +} block_q3_K; + +#if QK_K == 64 +typedef struct { + half d[2]; // super-block scales/mins + uint8_t scales[2]; + uint8_t qs[QK_K/2]; // 4-bit quants +} block_q4_K; +#else typedef struct { half d; // super-block scale for quantized scales half dmin; // super-block scale for quantized mins - uint8_t scales[3*QK_K/64]; // scales and mins, quantized with 6 bits + uint8_t scales[K_SCALE_SIZE]; // scales and mins, quantized with 6 bits uint8_t qs[QK_K/2]; // 4--bit quants -} block_q4_k; -// 144 bytes / block +} block_q4_K; +#endif +#if QK_K == 64 +typedef struct { + half d; // super-block scales/mins + int8_t scales[QK_K/16]; // 8-bit block scales + uint8_t qh[QK_K/8]; // quants, high bit + uint8_t qs[QK_K/2]; // quants, low 4 bits +} block_q5_K; +#else typedef struct { half d; // super-block scale for quantized scales half dmin; // super-block scale for quantized mins uint8_t scales[3*QK_K/64]; // scales and mins, quantized with 6 bits uint8_t qh[QK_K/8]; // quants, high bit uint8_t qs[QK_K/2]; // quants, low 4 bits -} block_q5_k; +} block_q5_K; // 176 bytes / block +#endif typedef struct { uint8_t ql[QK_K/2]; // quants, lower 4 bits uint8_t qh[QK_K/4]; // quants, upper 2 bits int8_t scales[QK_K/16]; // scales, quantized with 8 bits half d; // super-block scale -} block_q6_k; +} block_q6_K; // 210 bytes / block static inline uchar4 get_scale_min_k4(int j, device const uint8_t * q) { @@ -836,7 +865,7 @@ static inline uchar4 get_scale_min_k4(int j, device const uint8_t * q) { //========================================== dequantization ============================= -static void dequantize_row_q2_k(device const block_q2_k * x, device float * y, int k) { +static void dequantize_row_q2_K(device const block_q2_K * x, device float * y, int k) { assert(k % QK_K == 0); const int nb = k / QK_K; @@ -847,6 +876,7 @@ static void dequantize_row_q2_k(device const block_q2_k * x, device float * y, i device const uint8_t * q = x[i].qs; +#if QK_K == 256 int is = 0; float dl, ml; for (int n = 0; n < QK_K; n += 128) { @@ -865,14 +895,29 @@ static void dequantize_row_q2_k(device const block_q2_k * x, device float * y, i } q += 32; } +#else + float dl1 = d * (x[i].scales[0] & 0xF), ml1 = min * (x[i].scales[0] >> 4); + float dl2 = d * (x[i].scales[1] & 0xF), ml2 = min * (x[i].scales[1] >> 4); + float dl3 = d * (x[i].scales[2] & 0xF), ml3 = min * (x[i].scales[2] >> 4); + float dl4 = d * (x[i].scales[3] & 0xF), ml4 = min * (x[i].scales[3] >> 4); + for (int l = 0; l < 16; ++l) { + y[l+ 0] = dl1 * ((q[l] >> 0) & 3) - ml1; + y[l+16] = dl2 * ((q[l] >> 2) & 3) - ml2; + y[l+32] = dl3 * ((q[l] >> 4) & 3) - ml3; + y[l+48] = dl4 * ((q[l] >> 6) & 3) - ml4; + } + y += QK_K; +#endif } } -static void dequantize_row_q3_k(device const block_q3_k * x, device float * y, int k) { +static void dequantize_row_q3_K(device const block_q3_K * x, device float * y, int k) { assert(k % QK_K == 0); const int nb = k / QK_K; +#if QK_K == 256 + const uint16_t kmask1 = 0x0303; const uint16_t kmask2 = 0x0f0f; @@ -918,22 +963,49 @@ static void dequantize_row_q3_k(device const block_q3_k * x, device float * y, i } q += 32; } + } +#else + for (int i = 0; i < nb; i++) { + const float d_all = (float)(x[i].d); + + device const uint8_t * q = x[i].qs; + device const uint8_t * hm = x[i].hmask; + + const float d1 = d_all * ((x[i].scales[0] & 0xF) - 8); + const float d2 = d_all * ((x[i].scales[0] >> 4) - 8); + const float d3 = d_all * ((x[i].scales[1] & 0xF) - 8); + const float d4 = d_all * ((x[i].scales[1] >> 4) - 8); + + for (int l = 0; l < 8; ++l) { + uint8_t h = hm[l]; + y[l+ 0] = d1 * ((int8_t)((q[l+0] >> 0) & 3) - ((h & 0x01) ? 0 : 4)); + y[l+ 8] = d1 * ((int8_t)((q[l+8] >> 0) & 3) - ((h & 0x02) ? 0 : 4)); + y[l+16] = d2 * ((int8_t)((q[l+0] >> 2) & 3) - ((h & 0x04) ? 0 : 4)); + y[l+24] = d2 * ((int8_t)((q[l+8] >> 2) & 3) - ((h & 0x08) ? 0 : 4)); + y[l+32] = d3 * ((int8_t)((q[l+0] >> 4) & 3) - ((h & 0x10) ? 0 : 4)); + y[l+40] = d3 * ((int8_t)((q[l+8] >> 4) & 3) - ((h & 0x20) ? 0 : 4)); + y[l+48] = d4 * ((int8_t)((q[l+0] >> 6) & 3) - ((h & 0x40) ? 0 : 4)); + y[l+56] = d4 * ((int8_t)((q[l+8] >> 6) & 3) - ((h & 0x80) ? 0 : 4)); + } + y += QK_K; } +#endif } -static void dequantize_row_q4_k(device const block_q4_k * x, device float * y, int k) { +static void dequantize_row_q4_K(device const block_q4_K * x, device float * y, int k) { assert(k % QK_K == 0); const int nb = k / QK_K; - for (int i = 0; i < nb; i++) { + device const uint8_t * q = x[i].qs; + +#if QK_K == 256 const float d = x[i].d; const float min = x[i].dmin; - device const uint8_t * q = x[i].qs; device const uint8_t * scales = x[i].scales; int is = 0; @@ -945,14 +1017,29 @@ static void dequantize_row_q4_k(device const block_q4_k * x, device float * y, i for (int l = 0; l < 32; ++l) *y++ = d2 * (q[l] >> 4) - m2; q += 32; is += 2; } +#else + device const uint8_t * s = x[i].scales; + device const half2 * dh = (device const half2 *)x[i].d; + const float2 d = (float2)dh[0]; + const float d1 = d[0] * (s[0] & 0xF); + const float d2 = d[0] * (s[1] & 0xF); + const float m1 = d[1] * (s[0] >> 4); + const float m2 = d[1] * (s[1] >> 4); + for (int l = 0; l < 32; ++l) { + y[l+ 0] = d1 * (q[l] & 0xF) - m1; + y[l+32] = d2 * (q[l] >> 4) - m2; + } + y += QK_K; +#endif } } -static void dequantize_row_q5_k(device const block_q5_k * x, device float * y, int k) { +static void dequantize_row_q5_K(device const block_q5_K * x, device float * y, int k) { assert(k % QK_K == 0); const int nb = k / QK_K; +#if QK_K == 256 for (int i = 0; i < nb; i++) { const float d = (float)(x[i].d); @@ -973,10 +1060,32 @@ static void dequantize_row_q5_k(device const block_q5_k * x, device float * y, i u1 <<= 2; u2 <<= 2; } } +#else + for (int i = 0; i < nb; i++) { + + const float d = (float)x[i].d; + + device const uint8_t * ql = x[i].qs; + device const uint8_t * qh = x[i].qh; + device const int8_t * sc = x[i].scales; + + for (int l = 0; l < 8; ++l) { + y[l+ 0] = d * sc[0] * ((ql[l+ 0] & 0xF) - (qh[l] & 0x01 ? 0 : 16)); + y[l+ 8] = d * sc[0] * ((ql[l+ 8] & 0xF) - (qh[l] & 0x02 ? 0 : 16)); + y[l+16] = d * sc[1] * ((ql[l+16] & 0xF) - (qh[l] & 0x04 ? 0 : 16)); + y[l+24] = d * sc[1] * ((ql[l+24] & 0xF) - (qh[l] & 0x08 ? 0 : 16)); + y[l+32] = d * sc[2] * ((ql[l+ 0] >> 4) - (qh[l] & 0x10 ? 0 : 16)); + y[l+40] = d * sc[2] * ((ql[l+ 8] >> 4) - (qh[l] & 0x20 ? 0 : 16)); + y[l+48] = d * sc[3] * ((ql[l+16] >> 4) - (qh[l] & 0x40 ? 0 : 16)); + y[l+56] = d * sc[3] * ((ql[l+24] >> 4) - (qh[l] & 0x80 ? 0 : 16)); + } + y += QK_K; + } +#endif } -static void dequantize_row_q6_k(device const block_q6_k * x, device float * y, int k) { +static void dequantize_row_q6_K(device const block_q6_K * x, device float * y, int k) { assert(k % QK_K == 0); const int nb = k / QK_K; @@ -988,6 +1097,7 @@ static void dequantize_row_q6_k(device const block_q6_k * x, device float * y, i const float d = x[i].d; +#if QK_K == 256 for (int n = 0; n < QK_K; n += 128) { for (int l = 0; l < 32; ++l) { int is = l/16; @@ -1005,10 +1115,23 @@ static void dequantize_row_q6_k(device const block_q6_k * x, device float * y, i qh += 32; sc += 8; } +#else + for (int l = 0; l < 16; ++l) { + const int8_t q1 = (int8_t)((ql[l+ 0] & 0xF) | (((qh[l] >> 0) & 3) << 4)) - 32; + const int8_t q2 = (int8_t)((ql[l+16] & 0xF) | (((qh[l] >> 2) & 3) << 4)) - 32; + const int8_t q3 = (int8_t)((ql[l+ 0] >> 4) | (((qh[l] >> 4) & 3) << 4)) - 32; + const int8_t q4 = (int8_t)((ql[l+16] >> 4) | (((qh[l] >> 6) & 3) << 4)) - 32; + y[l+ 0] = d * sc[0] * q1; + y[l+16] = d * sc[1] * q2; + y[l+32] = d * sc[2] * q3; + y[l+48] = d * sc[3] * q4; + } + y += 64; +#endif } } -kernel void kernel_get_rows_q2_k( +kernel void kernel_get_rows_q2_K( device const void * src0, device const int * src1, device float * dst, @@ -1019,12 +1142,12 @@ kernel void kernel_get_rows_q2_k( const int i = tpig; const int r = ((device int32_t *) src1)[i]; - dequantize_row_q2_k( - (device const block_q2_k *) ((device char *) src0 + r*nb01), + dequantize_row_q2_K( + (device const block_q2_K *) ((device char *) src0 + r*nb01), (device float *) ((device char *) dst + i*nb1), ne00); } -kernel void kernel_get_rows_q3_k( +kernel void kernel_get_rows_q3_K( device const void * src0, device const int * src1, device float * dst, @@ -1035,12 +1158,12 @@ kernel void kernel_get_rows_q3_k( const int i = tpig; const int r = ((device int32_t *) src1)[i]; - dequantize_row_q3_k( - (device const block_q3_k *) ((device char *) src0 + r*nb01), + dequantize_row_q3_K( + (device const block_q3_K *) ((device char *) src0 + r*nb01), (device float *) ((device char *) dst + i*nb1), ne00); } -kernel void kernel_get_rows_q4_k( +kernel void kernel_get_rows_q4_K( device const void * src0, device const int * src1, device float * dst, @@ -1051,12 +1174,12 @@ kernel void kernel_get_rows_q4_k( const int i = tpig; const int r = ((device int32_t *) src1)[i]; - dequantize_row_q4_k( - (device const block_q4_k *) ((device char *) src0 + r*nb01), + dequantize_row_q4_K( + (device const block_q4_K *) ((device char *) src0 + r*nb01), (device float *) ((device char *) dst + i*nb1), ne00); } -kernel void kernel_get_rows_q5_k( +kernel void kernel_get_rows_q5_K( device const void * src0, device const int * src1, device float * dst, @@ -1067,12 +1190,12 @@ kernel void kernel_get_rows_q5_k( const int i = tpig; const int r = ((device int32_t *) src1)[i]; - dequantize_row_q5_k( - (device const block_q5_k *) ((device char *) src0 + r*nb01), + dequantize_row_q5_K( + (device const block_q5_K *) ((device char *) src0 + r*nb01), (device float *) ((device char *) dst + i*nb1), ne00); } -kernel void kernel_get_rows_q6_k( +kernel void kernel_get_rows_q6_K( device const void * src0, device const int * src1, device float * dst, @@ -1083,14 +1206,14 @@ kernel void kernel_get_rows_q6_k( const int i = tpig; const int r = ((device int32_t *) src1)[i]; - dequantize_row_q6_k( - (device const block_q6_k *) ((device char *) src0 + r*nb01), + dequantize_row_q6_K( + (device const block_q6_K *) ((device char *) src0 + r*nb01), (device float *) ((device char *) dst + i*nb1), ne00); } //====================================== dot products ========================= -kernel void kernel_mul_mat_q2_k_f32( +kernel void kernel_mul_mat_q2_K_f32( device const void * src0, device const float * src1, device float * dst, @@ -1107,12 +1230,15 @@ kernel void kernel_mul_mat_q2_k_f32( const int64_t r0 = tgpig.x; const int64_t r1 = tgpig.y; - device const block_q2_k * x = (device const block_q2_k *) src0 + r0*nb; + device const block_q2_K * x = (device const block_q2_K *) src0 + r0*nb; device const float * yy = (device const float *) src1 + r1*ne10; const int nth = tptg.x*tptg.y; const int ith = tptg.y*tpitg.x + tpitg.y; + float sumf = 0; + +#if QK_K == 256 const int tid = tpitg.y; // 0...16 const int il = tid/4; // 0...3 const int ir = tid%4; // 0...3 @@ -1125,9 +1251,6 @@ kernel void kernel_mul_mat_q2_k_f32( const int y_offset = 64*il + n*ir; const int q_offset = 32*ip + n*ir; - sum[ith] = 0.0f; - - float sumf = 0; for (int i = tpitg.x; i < nb; i += tptg.x) { device const uint8_t * q = x[i].qs + q_offset; @@ -1140,7 +1263,6 @@ kernel void kernel_mul_mat_q2_k_f32( device const float * y = yy + i*QK_K + y_offset; - //float4 s = {0.f, 0.f, 0.f, 0.f}; float2 s = {0.f, 0.f}; float smin = 0; for (int l = 0; l < n; ++l) { @@ -1155,25 +1277,38 @@ kernel void kernel_mul_mat_q2_k_f32( sumf += dall * (s[0] * d1 + s[1] * d2) - dmin * smin; } - sum[ith] = sumf; +#else + const int il = 4 * tpitg.x; - //int mask1 = (ith%4 == 0); - //int mask2 = (ith%16 == 0); + uint32_t aux[2]; + thread const uint8_t * d = (thread const uint8_t *)aux; + thread const uint8_t * m = (thread const uint8_t *)aux + 4; - //threadgroup_barrier(mem_flags::mem_threadgroup); - //for (int i = 1; i < 4; ++i) sum[ith] += mask1 * sum[ith + i]; - //threadgroup_barrier(mem_flags::mem_threadgroup); - //for (int i = 4; i < 16; i += 4) sum[ith] += mask2 * sum[ith + i]; - //threadgroup_barrier(mem_flags::mem_threadgroup); - //if (ith == 0) { - // for (int i = 16; i < nth; i += 16) sum[0] += sum[i]; - // dst[r1*ne0 + r0] = sum[0]; - //} + for (int i = tpitg.y; i < nb; i += tptg.y) { + + device const uint8_t * q = x[i].qs + il; + device const float * y = yy + i*QK_K + il; + + const float dall = (float)x[i].d; + const float dmin = (float)x[i].dmin; + + device const uint32_t * a = (device const uint32_t *)x[i].scales; + aux[0] = a[0] & 0x0f0f0f0f; + aux[1] = (a[0] >> 4) & 0x0f0f0f0f; + + for (int l = 0; l < 4; ++l) { + sumf += y[l+ 0] * (dall * d[0] * ((q[l] >> 0) & 3) - dmin * m[0]) + + y[l+16] * (dall * d[1] * ((q[l] >> 2) & 3) - dmin * m[1]) + + y[l+32] * (dall * d[2] * ((q[l] >> 4) & 3) - dmin * m[2]) + + y[l+48] * (dall * d[3] * ((q[l] >> 6) & 3) - dmin * m[3]); + } + } +#endif + + sum[ith] = sumf; // // Accumulate the sum from all threads in the threadgroup - // This version is slightly faster than the commented out one below, - // which I copy-pasted from ggerganov's q4_0 dot product for metal. // threadgroup_barrier(mem_flags::mem_threadgroup); if (ith%4 == 0) { @@ -1190,7 +1325,7 @@ kernel void kernel_mul_mat_q2_k_f32( } } -kernel void kernel_mul_mat_q3_k_f32( +kernel void kernel_mul_mat_q3_K_f32( device const void * src0, device const float * src1, device float * dst, @@ -1203,23 +1338,25 @@ kernel void kernel_mul_mat_q3_k_f32( uint2 tpitg[[thread_position_in_threadgroup]], uint2 tptg[[threads_per_threadgroup]]) { - const uint16_t kmask1 = 0x0303; - const uint16_t kmask2 = 0x0f0f; - - const uint8_t m3 = 3; - const int8_t m4 = 4; - const int nb = ne00/QK_K; const int64_t r0 = tgpig.x; const int64_t r1 = tgpig.y; - device const block_q3_k * x = (device const block_q3_k *) src0 + r0*nb; + device const block_q3_K * x = (device const block_q3_K *) src0 + r0*nb; device const float * yy = (device const float *) src1 + r1*ne10; const int nth = tptg.x*tptg.y; const int ith = tptg.y*tpitg.x + tpitg.y; +#if QK_K == 256 + + const uint8_t m3 = 3; + const int8_t m4 = 4; + + const uint16_t kmask1 = 0x0303; + const uint16_t kmask2 = 0x0f0f; + const int tid = tpitg.y; // expecting 16 const int ip = tid/8; // 0 or 1 const int il = tid/2 - 4*ip; // 0...3 @@ -1273,6 +1410,39 @@ kernel void kernel_mul_mat_q3_k_f32( //sum[ith] = sumf; sum[ith] = sumf1 - 32.f*sumf2; +#else + const int il = 4 * tpitg.x; // 0, 4, 8, 12 + const int im = il/8; // 0, 0, 1, 1 + const int in = il%8; // 0, 4, 0, 4 + + float sumf = 0; + + for (int i = tpitg.y; i < nb; i += tptg.y) { + + const float d_all = (float)(x[i].d); + + device const uint8_t * q = x[i].qs + il; + device const uint8_t * h = x[i].hmask + in; + device const float * y = yy + i * QK_K + il; + + const float d1 = d_all * ((x[i].scales[0] & 0xF) - 8); + const float d2 = d_all * ((x[i].scales[0] >> 4) - 8); + const float d3 = d_all * ((x[i].scales[1] & 0xF) - 8); + const float d4 = d_all * ((x[i].scales[1] >> 4) - 8); + + for (int l = 0; l < 4; ++l) { + const uint8_t hm = h[l] >> im; + sumf += y[l+ 0] * d1 * ((int8_t)((q[l+0] >> 0) & 3) - ((hm & 0x01) ? 0 : 4)) + + y[l+16] * d2 * ((int8_t)((q[l+0] >> 2) & 3) - ((hm & 0x04) ? 0 : 4)) + + y[l+32] * d3 * ((int8_t)((q[l+0] >> 4) & 3) - ((hm & 0x10) ? 0 : 4)) + + y[l+48] * d4 * ((int8_t)((q[l+0] >> 6) & 3) - ((hm & 0x40) ? 0 : 4)); + } + + } + + sum[ith] = sumf; + +#endif // // Accumulate the sum from all threads in the threadgroup @@ -1293,7 +1463,7 @@ kernel void kernel_mul_mat_q3_k_f32( } -kernel void kernel_mul_mat_q4_k_f32( +kernel void kernel_mul_mat_q4_K_f32( device const void * src0, device const float * src1, device float * dst, @@ -1305,21 +1475,25 @@ kernel void kernel_mul_mat_q4_k_f32( uint2 tpitg[[thread_position_in_threadgroup]], uint2 tptg[[threads_per_threadgroup]]) { - const uint16_t kmask1 = 0x3f3f; - const uint16_t kmask2 = 0x0f0f; - const uint16_t kmask3 = 0xc0c0; - const int nb = ne00/QK_K; const int64_t r0 = tgpig.x; const int64_t r1 = tgpig.y; - device const block_q4_k * x = (device const block_q4_k *) src0 + r0*nb; - device const float * yy = (device const float *) src1 + r1*ne10; - const int nth = tptg.x*tptg.y; const int ith = tptg.y*tpitg.x + tpitg.y; + device const block_q4_K * x = (device const block_q4_K *) src0 + r0*nb; + device const float * yy = (device const float *) src1 + r1*ne10; + + float sumf = 0; + +#if QK_K == 256 + + const uint16_t kmask1 = 0x3f3f; + const uint16_t kmask2 = 0x0f0f; + const uint16_t kmask3 = 0xc0c0; + const int tid = tpitg.y; // 0...16 const int il = tid/4; // 0...3 const int ir = tid - 4*il;// 0...3 @@ -1332,11 +1506,8 @@ kernel void kernel_mul_mat_q4_k_f32( const int q_offset = 32*im + l0; const int y_offset = 64*im + l0; - sum[ith] = 0.0f; - uchar2 sc1, sc2, sc3, sc4; - float sumf = 0; for (int i = tpitg.x; i < nb; i += tptg.x) { device const uint8_t * q1 = (x + i)->qs + q_offset; @@ -1365,6 +1536,30 @@ kernel void kernel_mul_mat_q4_k_f32( sumf += dall * (s[0] * sc1[0] + s[1] * sc1[1] + s[2] * sc3[0] + s[3] * sc3[1]) - dmin * smin; } +#else + uint16_t aux16[2]; + thread const uint8_t * scales = (thread const uint8_t *)aux16; + + const int il = 4*tpitg.x; + + for (int i = tpitg.y; i < nb; i += tptg.y) { + + device const uint8_t * q = x[i].qs + il; + device const float * y = yy + i * QK_K + il; + + const float d = (float)x[i].d[0]; + const float m = (float)x[i].d[1]; + + device const uint16_t * a = (device const uint16_t *)x[i].scales; + aux16[0] = a[0] & 0x0f0f; + aux16[1] = (a[0] >> 4) & 0x0f0f; + + for (int l = 0; l < 4; ++l) { + sumf += d * scales[0] * (y[l+ 0] * (q[l] & 0xF) + y[l+16] * (q[l+16] & 0xF)) - m * scales[2] * (y[l+ 0] + y[l+16]) + + d * scales[1] * (y[l+32] * (q[l] >> 4) + y[l+48] * (q[l+16] >> 4)) - m * scales[3] * (y[l+32] + y[l+48]); + } + } +#endif sum[ith] = sumf; @@ -1401,7 +1596,7 @@ kernel void kernel_mul_mat_q4_k_f32( //} } -kernel void kernel_mul_mat_q5_k_f32( +kernel void kernel_mul_mat_q5_K_f32( device const void * src0, device const float * src1, device float * dst, @@ -1413,21 +1608,25 @@ kernel void kernel_mul_mat_q5_k_f32( uint2 tpitg[[thread_position_in_threadgroup]], uint2 tptg[[threads_per_threadgroup]]) { - const uint16_t kmask1 = 0x3f3f; - const uint16_t kmask2 = 0x0f0f; - const uint16_t kmask3 = 0xc0c0; - const int nb = ne00/QK_K; const int64_t r0 = tgpig.x; const int64_t r1 = tgpig.y; - device const block_q5_k * x = (device const block_q5_k *) src0 + r0*nb; + device const block_q5_K * x = (device const block_q5_K *) src0 + r0*nb; device const float * yy = (device const float *) src1 + r1*ne10; const int nth = tptg.x*tptg.y; const int ith = tptg.y*tpitg.x + tpitg.y; + float sumf = 0; + +#if QK_K == 256 + + const uint16_t kmask1 = 0x3f3f; + const uint16_t kmask2 = 0x0f0f; + const uint16_t kmask3 = 0xc0c0; + const int tid = tpitg.y; // 0...16 const int il = tid/4; // 0...3 const int ir = tid - 4*il;// 0...3 @@ -1447,7 +1646,6 @@ kernel void kernel_mul_mat_q5_k_f32( uchar2 sc1, sc2, sc3, sc4; - float sumf = 0; for (int i = tpitg.x; i < nb; i += tptg.x) { device const uint8_t * q1 = (x + i)->qs + q_offset; @@ -1479,6 +1677,28 @@ kernel void kernel_mul_mat_q5_k_f32( sumf += dall * (s[0] * sc1[0] + s[1] * sc1[1] + s[2] * sc3[0] + s[3] * sc3[1]) - dmin * smin; } +#else + const int il = 4 * tpitg.x; // 0, 4, 8, 12 + const int im = il/8; // 0, 0, 1, 1 + const int in = il%8; // 0, 4, 0, 4 + + for (int i = tpitg.y; i < nb; i += tptg.y) { + + const float d = (float)x[i].d; + device const uint8_t * q = x[i].qs + il; + device const uint8_t * h = x[i].qh + in; + device const int8_t * s = x[i].scales; + device const float * y = yy + i*QK_K + il; + + for (int l = 0; l < 4; ++l) { + const uint8_t hl = h[l] >> im; + sumf += y[l+ 0] * d * s[0] * ((q[l+ 0] & 0xF) - (hl & 0x01 ? 0 : 16)) + + y[l+16] * d * s[1] * ((q[l+16] & 0xF) - (hl & 0x04 ? 0 : 16)) + + y[l+32] * d * s[2] * ((q[l+ 0] >> 4) - (hl & 0x10 ? 0 : 16)) + + y[l+48] * d * s[3] * ((q[l+16] >> 4) - (hl & 0x40 ? 0 : 16)); + } + } +#endif sum[ith] = sumf; // @@ -1500,7 +1720,7 @@ kernel void kernel_mul_mat_q5_k_f32( } -kernel void kernel_mul_mat_q6_k_f32( +kernel void kernel_mul_mat_q6_K_f32( device const void * src0, device const float * src1, device float * dst, @@ -1522,12 +1742,15 @@ kernel void kernel_mul_mat_q6_k_f32( const int64_t r0 = tgpig.x; const int64_t r1 = tgpig.y; - device const block_q6_k * x = (device const block_q6_k *) src0 + r0*nb; + device const block_q6_K * x = (device const block_q6_K *) src0 + r0*nb; device const float * yy = (device const float *) src1 + r1*ne10; const int nth = tptg.x*tptg.y; const int ith = tptg.y*tpitg.x + tpitg.y; + float sumf = 0; + +#if QK_K == 256 // Note: we absolutely assume that tptg.y = 16 and QK_K = 256! const int iqs = 16 * tpitg.y; const int ip = iqs / 128; // 0 or 1 @@ -1540,7 +1763,6 @@ kernel void kernel_mul_mat_q6_k_f32( const int q_offset_l = 64*ip + l0; const int q_offset_h = 32*ip + l0; - float sumf = 0; for (int i = tpitg.x; i < nb; i += tptg.x) { device const uint8_t * ql = x[i].ql + q_offset_l; @@ -1562,6 +1784,28 @@ kernel void kernel_mul_mat_q6_k_f32( sumf += dall * (sums[0] * sc[0] + sums[1] * sc[2] + sums[2] * sc[4] + sums[3] * sc[6]); } +#else + const int il = 4*tpitg.x; // 0, 4, 8, 12 + + for (int i = tpitg.y; i < nb; i += tptg.y) { + device const float * y = yy + i * QK_K + il; + device const uint8_t * ql = x[i].ql + il; + device const uint8_t * qh = x[i].qh + il; + device const int8_t * s = x[i].scales; + + const float d = x[i].d; + + float4 sums = {0.f, 0.f, 0.f, 0.f}; + for (int l = 0; l < 4; ++l) { + sums[0] += y[l+ 0] * ((int8_t)((ql[l+ 0] & 0xF) | ((qh[l] & kmask1) << 4)) - 32); + sums[1] += y[l+16] * ((int8_t)((ql[l+16] & 0xF) | ((qh[l] & kmask2) << 2)) - 32); + sums[2] += y[l+32] * ((int8_t)((ql[l+ 0] >> 4) | ((qh[l] & kmask3) >> 0)) - 32); + sums[3] += y[l+48] * ((int8_t)((ql[l+16] >> 4) | ((qh[l] & kmask4) >> 2)) - 32); + } + sumf += d * (sums[0] * s[0] + sums[1] * s[1] + sums[2] * s[2] + sums[3] * s[3]); + } + +#endif sum[ith] = sumf; diff --git a/LLama/runtimes/libllama.dylib b/LLama/runtimes/libllama.dylib index 4aaf149ea4fad0dd50df31f73730f916e3012505..745ec97681100cf9be1bcdf59857c0b7335fd8ec 100755 GIT binary patch delta 166588 zcmb5X34BvU*FQe@riG+sE8WwQZc@?~3bM46t!YcK6a{Gu6cA`Z9|I_|Daw`>6asY% 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zmTWS+W#{JnBB`X?t+OJdYM1d2x(B@8JLJ9J`(gL@W2x8k+F!04n&+zje9XpG+uq1lh?;(xqlprDezTtI6rO&?&wsA>f9$tAANu)za7U*J>{L);-v(wXLb&G49auan|eX;XABo$|%%gLOZ^!0-O-}SfN8OrvmJ`*}l z=<47xAb78ONmEX@wx!m)Cuit&{!7o{6S;1uos7Jw3LaaP<1b*k|vr&Zyp$^D2JQ67K%u#r6O&*LZJ- z_nxa;8t#W^y*nkm+pi|>!&~=9u8WtpUS6b8H@D-YDTcQPSFSj$u95e^eX`$E&8?45 zb$I!}dFI-Z71H{7GbX*cce-Wn^WJlvl#)vQ!xN{Qv<&BS)_O-ZmBk%B Date: Sat, 8 Jul 2023 09:22:12 +0200 Subject: [PATCH 3/6] Update the latest llama.cpp metal libraries --- LLama/runtimes/libllama.dylib | Bin 538107 -> 538651 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/LLama/runtimes/libllama.dylib b/LLama/runtimes/libllama.dylib index 745ec97681100cf9be1bcdf59857c0b7335fd8ec..5fdb88ed2271359407758009136d29155c0a3344 100755 GIT binary patch delta 170298 zcmbTfdt8*&_CLO#X8;FOQn?R0z@RV;ii!fFg#(D97Am50?4+pY6lxbQr6)}XunS6A z<3^v-lY*X#nX-#wij~(+QFb%SuE#*T43d`Og~!zSz1Op!5$v4L_m3a1*Swy6S$plZ z*Is+=wbx$H!ym1&n|_adrm|P*-Aw!QyVGBLmfr2$nAP*%gCbWHAZqV*wv6m`;C)e8 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diff --git a/LLama/Native/NativeApi.cs b/LLama/Native/NativeApi.cs index ccafdf1b..60db49b0 100644 --- a/LLama/Native/NativeApi.cs +++ b/LLama/Native/NativeApi.cs @@ -25,7 +25,7 @@ namespace LLama.Native "3. The backend is not compatible with your system cuda environment. Please check and fix it. If the environment is " + "expected not to be changed, then consider build llama.cpp from source or submit an issue to LLamaSharp."); } - NativeApi.llama_init_backend(); + NativeApi.llama_backend_init(); } private const string libraryName = "libllama"; @@ -64,7 +64,7 @@ namespace LLama.Native /// Call once at the start of the program /// [DllImport(libraryName, CallingConvention = CallingConvention.Cdecl)] - public static extern void llama_init_backend(); + public static extern void llama_backend_init(); /// /// Frees all allocated memory diff --git a/LLama/runtimes/ggml-metal.metal b/LLama/runtimes/ggml-metal.metal index e62fe684..f094a1d4 100644 --- a/LLama/runtimes/ggml-metal.metal +++ b/LLama/runtimes/ggml-metal.metal @@ -365,6 +365,10 @@ kernel void kernel_rms_norm( } } +// putting them in the kernel cause a significant performance penalty +#define N_DST 4 // each SIMD group works on 4 rows +#define N_SIMDGROUP 2 // number of SIMD groups in a thread group +#define N_SIMDWIDTH 32 // assuming SIMD group size is 32 kernel void kernel_mul_mat_q4_0_f32( device const void * src0, device const float * src1, @@ -372,64 +376,83 @@ kernel void kernel_mul_mat_q4_0_f32( constant int64_t & ne00, constant int64_t & ne10, constant int64_t & ne0, - threadgroup float * sum [[threadgroup(0)]], + constant int64_t & ne01[[buffer(4)]], uint2 tgpig[[threadgroup_position_in_grid]], - uint2 tpitg[[thread_position_in_threadgroup]], - uint2 tptg[[threads_per_threadgroup]]) { + uint tiisg[[thread_index_in_simdgroup]], + uint sgitg[[simdgroup_index_in_threadgroup]]) { const int nb = ne00/QK4_0; - - const int64_t r0 = tgpig.x; - const int64_t r1 = tgpig.y; - - device const block_q4_0 * x = (device const block_q4_0 *) src0 + r0*nb; + const int r0 = tgpig.x; + const int r1 = tgpig.y; + device const block_q4_0 * x = (device const block_q4_0 *) src0 + (r0 * N_SIMDGROUP + sgitg) * N_DST * nb; device const float * y = (device const float *) src1 + r1*ne10; + block_q4_0 qb_curr, qb_next; + float4 y_curr[8]; // src1 vector cache + float sumf[N_DST]={0.f}, all_sum; + thread float * yl=(thread float *)y_curr; + + // bootstrap + qb_curr = x[tiisg]; + // each thread in a SIMD group deals with 1 block. + for (int column = 0; column < nb / N_SIMDWIDTH; column++) { + + float sumy = 0; + for (int i = 0; i < QK4_0 / 4; i++) { + y_curr[i] = *((device float4 *)(y + N_SIMDWIDTH * (tiisg + column * QK4_0) + 4 * i)); + sumy += y_curr[i][0] + y_curr[i][1] + y_curr[i][2] + y_curr[i][3]; + } + sumy *= (-8.f); - const int nth = tptg.x*tptg.y; - const int ith = tptg.y*tpitg.x + tpitg.y; - - const int ix = tpitg.y/4; // 0 or 1 - const int iy = tpitg.y - 4*ix; // 0...3 - - const int first = 4 * iy; - - float sumf = 0; - - for (int i = 2*tpitg.x + ix; i < nb; i += 2*tptg.x) { - - const float d = (float)x[i].d; - - device const uint8_t * xl = x[i].qs + first; - device const float * yl = y + i * QK4_0 + first; - - float2 acc = {0.0f, 0.0f}; + for (int row = 0; row < N_DST; row++) { + // prefetch next x block + qb_next = x[tiisg + ((row + 1) % N_DST) * nb + (column + ((row + 1) / N_DST)) * N_SIMDWIDTH]; - for (int j = 0; j < 4; ++j) { + // calculate + float d = qb_curr.d; + float acc = sumy; + for (int i = 0; i < 16; i++) { + acc += yl[i] * (qb_curr.qs[i] & 0xF) + yl[i+16] * (qb_curr.qs[i] >> 4); + } + sumf[row] += d * acc; + qb_curr = qb_next; + } + } - acc[0] += yl[j] * (xl[j] & 0xF) + yl[j+16] * (xl[j] >> 4); - acc[1] += yl[j] + yl[j+16]; + if (nb % N_SIMDWIDTH == 0) { + for (int row = 0; row < N_DST; ++row) { + all_sum = simd_sum(sumf[row]); + if (tiisg == 0 && ((r0 * N_SIMDGROUP + sgitg) * N_DST + row) < ne01) { + dst[r1*ne0 + (r0 * N_SIMDGROUP + sgitg) * N_DST + row] = all_sum; + } + } + } else { + float sumy = 0; + for (int i = 0; i < QK4_0 / 4; i++) { + y_curr[i] = *((device float4 *)(y + N_SIMDWIDTH * (tiisg + (nb / N_SIMDWIDTH) * QK4_0) + 4 * i)); + sumy += y_curr[i][0] + y_curr[i][1] + y_curr[i][2] + y_curr[i][3]; } + sumy *= (-8.f); - sumf += d * (acc[0] - 8.f*acc[1]); - } + for (int row = 0; row < N_DST; row++) { + // prefetch next x block + qb_next = x[tiisg + ((row + 1) % N_DST) * nb + (nb / N_SIMDWIDTH + ((row + 1) / N_DST)) * N_SIMDWIDTH]; - sum[ith] = sumf; + // calculate + float d = qb_curr.d; + float acc = sumy; + for (int i = 0; i < 16; i++) { + acc += yl[i] * (qb_curr.qs[i] & 0xF) + yl[i+16] * (qb_curr.qs[i] >> 4); + } + if (tiisg < nb % N_SIMDWIDTH) { + sumf[row] += d * acc; + } + qb_curr = qb_next; - // - // Accumulate the sum from all threads in the threadgroup - // - threadgroup_barrier(mem_flags::mem_threadgroup); - if (ith%4 == 0) { - sum[ith] += sum[ith+1] + sum[ith+2] + sum[ith+3]; - } - threadgroup_barrier(mem_flags::mem_threadgroup); - if (ith%16 == 0) { - sum[ith] += sum[ith+4] + sum[ith+8] + sum[ith+12]; - } - threadgroup_barrier(mem_flags::mem_threadgroup); - if (ith == 0) { - for (int i = 16; i < nth; i += 16) sum[0] += sum[i]; - dst[r1*ne0 + r0] = sum[0]; + all_sum = simd_sum(sumf[row]); + if (tiisg == 0 && ((r0 * N_SIMDGROUP + sgitg) * N_DST + row) < ne01) { + dst[r1*ne0 + (r0 * N_SIMDGROUP + sgitg) * N_DST + row] = all_sum; + } + } } } @@ -440,65 +463,83 @@ kernel void kernel_mul_mat_q4_1_f32( constant int64_t & ne00, constant int64_t & ne10, constant int64_t & ne0, - threadgroup float * sum [[threadgroup(0)]], + constant int64_t & ne01[[buffer(4)]], uint2 tgpig[[threadgroup_position_in_grid]], - uint2 tpitg[[thread_position_in_threadgroup]], - uint2 tptg[[threads_per_threadgroup]]) { - const int nb = ne00/QK4_1; - - const int64_t r0 = tgpig.x; - const int64_t r1 = tgpig.y; - - device const block_q4_1 * x = (device const block_q4_1 *) src0 + r0*nb; + uint tiisg[[thread_index_in_simdgroup]], + uint sgitg[[simdgroup_index_in_threadgroup]]) { + const int nb = ne00/QK4_0; + const int r0 = tgpig.x; + const int r1 = tgpig.y; + device const block_q4_1 * x = (device const block_q4_1 *) src0 + (r0 * N_SIMDGROUP + sgitg) * N_DST * nb; device const float * y = (device const float *) src1 + r1*ne10; + block_q4_1 qb_curr, qb_next; + float4 y_curr[8]; // src1 vector cache + float sumf[N_DST]={0.f}, all_sum; + thread float * yl=(thread float *)y_curr; + + // bootstrap + qb_curr = x[tiisg]; + // each thread in a SIMD group deals with 1 block. + for (int column = 0; column < nb / N_SIMDWIDTH; column++) { + + float sumy = 0; + for (int i = 0; i < QK4_0 / 4; i++) { + y_curr[i] = *((device float4 *)(y + N_SIMDWIDTH * (tiisg + column * QK4_0) + 4 * i)); + sumy += y_curr[i][0] + y_curr[i][1] + y_curr[i][2] + y_curr[i][3]; + } - const uint nth = tptg.x*tptg.y; - const uint ith = tptg.y*tpitg.x + tpitg.y; - - const int ix = tpitg.y/4; // 0 or 1 - const int iy = tpitg.y - 4*ix; // 0...3 - - const int first = 4 * iy; - - float sumf = 0; - - for (int i = 2*tpitg.x + ix; i < nb; i += 2*tptg.x) { - - const float d = (float)x[i].d; - const float m = (float)x[i].m; - - device const uint8_t * xl = x[i].qs + first; - device const float * yl = y + i * QK4_1 + first; - - float2 acc = {0.0f, 0.0f}; + for (int row = 0; row < N_DST; row++) { + // prefetch next x block + qb_next = x[tiisg + ((row + 1) % N_DST) * nb + (column + ((row + 1) / N_DST)) * N_SIMDWIDTH]; - for (int j = 0; j < 4; ++j) { + // calculate + const float d = qb_curr.d; + const float m = qb_curr.m; + float acc = 0.f; + for (int i = 0; i < 16; i++) { + acc += yl[i] * (qb_curr.qs[i] & 0xF) + yl[i+16] * (qb_curr.qs[i] >> 4); + } + sumf[row] += d * acc + m * sumy; + qb_curr = qb_next; + } + } - acc[0] += yl[j+ 0] * (d * (xl[j] & 0xF) + m); - acc[1] += yl[j+16] * (d * (xl[j] >> 4) + m); + if (nb % N_SIMDWIDTH == 0) { + for (int row = 0; row < N_DST; ++row) { + all_sum = simd_sum(sumf[row]); + if (tiisg == 0 && ((r0 * N_SIMDGROUP + sgitg) * N_DST + row) < ne01) { + dst[r1*ne0 + (r0 * N_SIMDGROUP + sgitg) * N_DST + row] = all_sum; + } + } + } else { + float sumy = 0; + for (int i = 0; i < QK4_0 / 4; i++) { + y_curr[i] = *((device float4 *)(y + N_SIMDWIDTH * (tiisg + (nb / N_SIMDWIDTH) * QK4_0) + 4 * i)); + sumy += y_curr[i][0] + y_curr[i][1] + y_curr[i][2] + y_curr[i][3]; } - sumf += acc[0] + acc[1]; - } + for (int row = 0; row < N_DST; row++) { + // prefetch next x block + qb_next = x[tiisg + ((row + 1) % N_DST) * nb + (nb / N_SIMDWIDTH + ((row + 1) / N_DST)) * N_SIMDWIDTH]; - sum[ith] = sumf; + // calculate + const float d = qb_curr.d; + const float m = qb_curr.m; + float acc = 0.f; + for (int i = 0; i < 16; i++) { + acc += yl[i] * (qb_curr.qs[i] & 0xF) + yl[i+16] * (qb_curr.qs[i] >> 4); + } + if (tiisg < nb % N_SIMDWIDTH) { + sumf[row] += d * acc + m * sumy; + } + qb_curr = qb_next; - // - // Accumulate the sum from all threads in the threadgroup - // - threadgroup_barrier(mem_flags::mem_threadgroup); - if (ith%4 == 0) { - sum[ith] += sum[ith+1] + sum[ith+2] + sum[ith+3]; - } - threadgroup_barrier(mem_flags::mem_threadgroup); - if (ith%16 == 0) { - sum[ith] += sum[ith+4] + sum[ith+8] + sum[ith+12]; - } - threadgroup_barrier(mem_flags::mem_threadgroup); - if (ith == 0) { - for (uint i = 16; i < nth; i += 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zHM0AYrOv~fC%u>vSdsN|Pi28_PZ$4gZgXYH4Q1f>A$yIC-VOU`(d@>eZAG>62dr&zsOxQcpyk;PV+N+~9M$Pl zNZ+GF8>Tz%?7Hm5@{AEddMzK!bpQ4A*E&1<1*6~oIq2Zlq2s@gnQpML)v{%>9p6r{ zEp0zP{cyE=jMvyD9%l7^EpoOST0VYPt<@SUQ#|MI={RiZQPr%HMx_=zM}$98Uc9wr z@^Ujj{p>55dlos@ahQKJw}s*Q{qL^zZIoQkze}V3p1WK}_~%CsoY&OO92f8EA*39N6|{z3-jbkEUL$ zxA@V+T#KS_-u3o<`saSo(QeO|#l>sIM9lQnN>whZ|0cdhwq5w)SRa2q3&n;7p^H9$ z&}?~PSbN!pf~3$XH+GzN7;W8ZY{yS^ zr|ck}T_=_5ytH+yd*(;I z%A@E+}VJaQbgSm(g`{dGPp8#Jixuja0{ePYs{rkyB>-DYAF nu-nl5#*~KJ@2BjVX?wc4+2C-aL}!l?%@V From a5c089e7b1947345235bbc3cc457196edccc1238 Mon Sep 17 00:00:00 2001 From: SignalRT Date: Sun, 16 Jul 2023 15:23:12 +0200 Subject: [PATCH 5/6] Update llama.cpp libraries Keep update binaries --- LLama/runtimes/ggml-metal.metal | 6 ++++-- LLama/runtimes/libllama.dylib | Bin 540203 -> 540283 bytes 2 files changed, 4 insertions(+), 2 deletions(-) diff --git a/LLama/runtimes/ggml-metal.metal b/LLama/runtimes/ggml-metal.metal index f094a1d4..9f9a4fbd 100644 --- a/LLama/runtimes/ggml-metal.metal +++ b/LLama/runtimes/ggml-metal.metal @@ -656,17 +656,19 @@ kernel void kernel_rope( constant int & n_past, constant int & n_dims, constant int & mode, + constant float & freq_base, + constant float & freq_scale, uint3 tpig[[thread_position_in_grid]]) { const int64_t i3 = tpig[2]; const int64_t i2 = tpig[1]; const int64_t i1 = tpig[0]; const bool is_neox = mode & 2; - const float theta_scale = pow(10000.0, -2.0f/n_dims); + const float theta_scale = pow(freq_base, -2.0f/n_dims); const int64_t p = ((mode & 1) == 0 ? n_past + i2 : i2); - float theta = (float)p; + float theta = freq_scale * (float)p; if (!is_neox) { for (int64_t i0 = 0; i0 < ne0; i0 += 2) { diff --git a/LLama/runtimes/libllama.dylib b/LLama/runtimes/libllama.dylib index c41d09fc2d7a245d332480e049fe079bfdcc07a3..1fa1462b916b65f90a3a7b9e7fa91aba6359b0ad 100755 GIT binary patch delta 121466 zcmaG}30zdw_rLcI$bf<(%diMD11bXuxPjt2h$w1qh>H85mAJIHl$pzbR$?wi7kjCd 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09:54:22 +0200 Subject: [PATCH 6/6] Align llama.cpp binaries --- LLama/runtimes/ggml-metal.metal | 1071 +++++++++++++++++-------------- LLama/runtimes/libllama.dylib | Bin 540283 -> 540331 bytes 2 files changed, 577 insertions(+), 494 deletions(-) diff --git a/LLama/runtimes/ggml-metal.metal b/LLama/runtimes/ggml-metal.metal index 9f9a4fbd..5a9a6d84 100644 --- a/LLama/runtimes/ggml-metal.metal +++ b/LLama/runtimes/ggml-metal.metal @@ -331,26 +331,33 @@ kernel void kernel_rms_norm( threadgroup float * sum [[threadgroup(0)]], uint tgpig[[threadgroup_position_in_grid]], uint tpitg[[thread_position_in_threadgroup]], + uint sgitg[[simdgroup_index_in_threadgroup]], + uint tiisg[[thread_index_in_simdgroup]], uint ntg[[threads_per_threadgroup]]) { - device const float * x = (device const float *) ((device const char *) src0 + tgpig*nb01); + device const float4 * x = (device const float4 *) ((device const char *) src0 + tgpig*nb01); + device const float * x_scalar = (device const float *) x; + float4 sumf=0; + float all_sum=0; // parallel sum - sum[tpitg] = 0.0f; - for (int i00 = tpitg; i00 < ne00; i00 += ntg) { - sum[tpitg] += x[i00] * x[i00]; + for (int i00 = tpitg; i00 < ne00/4; i00 += ntg) { + sumf += x[i00] * x[i00]; + } + all_sum = sumf[0] + sumf[1] + sumf[2] + sumf[3]; + all_sum = simd_sum(all_sum); + if (tiisg == 0) { + sum[sgitg] = all_sum; } - // reduce threadgroup_barrier(mem_flags::mem_threadgroup); - for (uint i = ntg/2; i > 0; i /= 2) { - if (tpitg < i) { - sum[tpitg] += sum[tpitg + i]; - } - threadgroup_barrier(mem_flags::mem_threadgroup); + // broadcast, simd group number is ntg / 32 + for (uint i = ntg / 32 / 2; i > 0; i /= 2) { + if (tpitg < i) { + sum[tpitg] += sum[tpitg + i]; + } } - - // broadcast if (tpitg == 0) { + for (int i = 4 * (ne00 / 4); i < ne00; i++) {sum[0] += x_scalar[i];} sum[0] /= ne00; } @@ -359,104 +366,102 @@ kernel void kernel_rms_norm( const float mean = sum[0]; const float scale = 1.0f/sqrt(mean + eps); - device float * y = dst + tgpig*ne00; - for (int i00 = tpitg; i00 < ne00; i00 += ntg) { + device float4 * y = (device float4 *) (dst + tgpig*ne00); + device float * y_scalar = (device float *) y; + for (int i00 = tpitg; i00 < ne00/4; i00 += ntg) { y[i00] = x[i00] * scale; } + if (tpitg == 0) { + for (int i00 = 4 * (ne00 / 4); i00 < ne00; i00++) {y_scalar[i00] = x_scalar[i00] * scale;} + } +} + +// function for calculate inner product between a q4_0 block and 32 floats (yl), sumy is SUM(yl[i]) +float block_q_n_dot_y(device const block_q4_0 * qb_curr, float sumy, thread float * yl) { + float d = qb_curr->d; + float4 acc = 0.f; + device uint16_t * qs = ((device uint16_t *)qb_curr + 1); + for (int i = 0; i < 16; i+=2) { + acc[0] += yl[i] * (qs[i / 2] & 0x000F); + acc[1] += yl[i + 16] * (qs[i / 2] & 0x00F0); + acc[2] += yl[i + 1] * (qs[i / 2] & 0x0F00); + acc[3] += yl[i + 17] * (qs[i / 2] & 0xF000); + } + return d * (sumy * -8.f + acc[0] + acc[1]/16.f + acc[2]/256.f + acc[3]/4096.f); +} + +// function for calculate inner product between a q4_1 block and 32 floats (yl), sumy is SUM(yl[i]) +float block_q_n_dot_y(device const block_q4_1 * qb_curr, float sumy, thread float * yl) { + float d = qb_curr->d; + float m = qb_curr->m; + float4 acc = 0.f; + device uint16_t * qs = ((device uint16_t *)qb_curr + 2); + for (int i = 0; i < 16; i+=2) { + acc[0] += yl[i] * (qs[i / 2] & 0x000F); + acc[1] += yl[i + 16] * (qs[i / 2] & 0x00F0); + acc[2] += yl[i + 1] * (qs[i / 2] & 0x0F00); + acc[3] += yl[i + 17] * (qs[i / 2] & 0xF000); + } + return d * (acc[0] + acc[1]/16.f + acc[2]/256.f + acc[3]/4096.f) + sumy * m; } // putting them in the kernel cause a significant performance penalty #define N_DST 4 // each SIMD group works on 4 rows #define N_SIMDGROUP 2 // number of SIMD groups in a thread group #define N_SIMDWIDTH 32 // assuming SIMD group size is 32 -kernel void kernel_mul_mat_q4_0_f32( - device const void * src0, - device const float * src1, - device float * dst, - constant int64_t & ne00, - constant int64_t & ne10, - constant int64_t & ne0, - constant int64_t & ne01[[buffer(4)]], - uint2 tgpig[[threadgroup_position_in_grid]], - uint tiisg[[thread_index_in_simdgroup]], - uint sgitg[[simdgroup_index_in_threadgroup]]) { +template +void mul_vec_q_n_f32(device const void * src0, device const float * src1, device float * dst, + int64_t ne00, int64_t ne10, int64_t ne0, int64_t ne01, + uint2 tgpig, uint tiisg, uint sgitg) { const int nb = ne00/QK4_0; const int r0 = tgpig.x; const int r1 = tgpig.y; - device const block_q4_0 * x = (device const block_q4_0 *) src0 + (r0 * N_SIMDGROUP + sgitg) * N_DST * nb; + device const block_q_type * x = (device const block_q_type *) src0 + (r0 * N_SIMDGROUP + sgitg) * N_DST * nb; device const float * y = (device const float *) src1 + r1*ne10; - block_q4_0 qb_curr, qb_next; float4 y_curr[8]; // src1 vector cache float sumf[N_DST]={0.f}, all_sum; thread float * yl=(thread float *)y_curr; - // bootstrap - qb_curr = x[tiisg]; // each thread in a SIMD group deals with 1 block. for (int column = 0; column < nb / N_SIMDWIDTH; column++) { - float sumy = 0; for (int i = 0; i < QK4_0 / 4; i++) { - y_curr[i] = *((device float4 *)(y + N_SIMDWIDTH * (tiisg + column * QK4_0) + 4 * i)); + y_curr[i] = *((device float4 *)(y + N_SIMDWIDTH * (tiisg + column * QK4_0)) + i); sumy += y_curr[i][0] + y_curr[i][1] + y_curr[i][2] + y_curr[i][3]; } - sumy *= (-8.f); for (int row = 0; row < N_DST; row++) { - // prefetch next x block - qb_next = x[tiisg + ((row + 1) % N_DST) * nb + (column + ((row + 1) / N_DST)) * N_SIMDWIDTH]; - - // calculate - float d = qb_curr.d; - float acc = sumy; - for (int i = 0; i < 16; i++) { - acc += yl[i] * (qb_curr.qs[i] & 0xF) + yl[i+16] * (qb_curr.qs[i] >> 4); - } - sumf[row] += d * acc; - qb_curr = qb_next; + sumf[row] += block_q_n_dot_y(x+(tiisg + row * nb + column * N_SIMDWIDTH), sumy, yl); } } - if (nb % N_SIMDWIDTH == 0) { - for (int row = 0; row < N_DST; ++row) { - all_sum = simd_sum(sumf[row]); - if (tiisg == 0 && ((r0 * N_SIMDGROUP + sgitg) * N_DST + row) < ne01) { - dst[r1*ne0 + (r0 * N_SIMDGROUP + sgitg) * N_DST + row] = all_sum; - } - } - } else { - + // from now loads two rows every time and 16 blocks per row + int ir = tiisg / (N_SIMDWIDTH / 2); + int ib = tiisg % (N_SIMDWIDTH / 2); + for (int ind = 0; ind < (nb % N_SIMDWIDTH + N_SIMDWIDTH / 2 - 1)/(N_SIMDWIDTH / 2); ind++) { + int nb_start = (nb / N_SIMDWIDTH) * N_SIMDWIDTH + ind * (N_SIMDWIDTH / 2); //where the left blocks start float sumy = 0; for (int i = 0; i < QK4_0 / 4; i++) { - y_curr[i] = *((device float4 *)(y + N_SIMDWIDTH * (tiisg + (nb / N_SIMDWIDTH) * QK4_0) + 4 * i)); + y_curr[i] = *((device float4 *)(y + (nb_start + ib) * QK4_0) + i); sumy += y_curr[i][0] + y_curr[i][1] + y_curr[i][2] + y_curr[i][3]; } - sumy *= (-8.f); - for (int row = 0; row < N_DST; row++) { - // prefetch next x block - qb_next = x[tiisg + ((row + 1) % N_DST) * nb + (nb / N_SIMDWIDTH + ((row + 1) / N_DST)) * N_SIMDWIDTH]; - - // calculate - float d = qb_curr.d; - float acc = sumy; - for (int i = 0; i < 16; i++) { - acc += yl[i] * (qb_curr.qs[i] & 0xF) + yl[i+16] * (qb_curr.qs[i] >> 4); + for (int row = 0; row < N_DST; row+=2) { + if (nb_start + ib < nb) { + sumf[row + ir] += block_q_n_dot_y(x + (nb_start + ib + (row + ir) * nb), sumy, yl); } - if (tiisg < nb % N_SIMDWIDTH) { - sumf[row] += d * acc; - } - qb_curr = qb_next; + } + } - all_sum = simd_sum(sumf[row]); - if (tiisg == 0 && ((r0 * N_SIMDGROUP + sgitg) * N_DST + row) < ne01) { - dst[r1*ne0 + (r0 * N_SIMDGROUP + sgitg) * N_DST + row] = all_sum; - } + for (int row = 0; row < N_DST; ++row) { + all_sum = simd_sum(sumf[row]); + if (tiisg == 0 && ((r0 * N_SIMDGROUP + sgitg) * N_DST + row) < ne01) { + dst[r1*ne0 + (r0 * N_SIMDGROUP + sgitg) * N_DST + row] = all_sum; } } } -kernel void kernel_mul_mat_q4_1_f32( +kernel void kernel_mul_mat_q4_0_f32( device const void * src0, device const float * src1, device float * dst, @@ -467,80 +472,21 @@ kernel void kernel_mul_mat_q4_1_f32( uint2 tgpig[[threadgroup_position_in_grid]], uint tiisg[[thread_index_in_simdgroup]], uint sgitg[[simdgroup_index_in_threadgroup]]) { - const int nb = ne00/QK4_0; - const int r0 = tgpig.x; - const int r1 = tgpig.y; - device const block_q4_1 * x = (device const block_q4_1 *) src0 + (r0 * N_SIMDGROUP + sgitg) * N_DST * nb; - device const float * y = (device const float *) src1 + r1*ne10; - block_q4_1 qb_curr, qb_next; - float4 y_curr[8]; // src1 vector cache - float sumf[N_DST]={0.f}, all_sum; - thread float * yl=(thread float *)y_curr; - - // bootstrap - qb_curr = x[tiisg]; - // each thread in a SIMD group deals with 1 block. - for (int column = 0; column < nb / N_SIMDWIDTH; column++) { - - float sumy = 0; - for (int i = 0; i < QK4_0 / 4; i++) { - y_curr[i] = *((device float4 *)(y + N_SIMDWIDTH * (tiisg + column * QK4_0) + 4 * i)); - sumy += y_curr[i][0] + y_curr[i][1] + y_curr[i][2] + y_curr[i][3]; - } - - for (int row = 0; row < N_DST; row++) { - // prefetch next x block - qb_next = x[tiisg + ((row + 1) % N_DST) * nb + (column + ((row + 1) / N_DST)) * N_SIMDWIDTH]; - - // calculate - const float d = qb_curr.d; - const float m = qb_curr.m; - float acc = 0.f; - for (int i = 0; i < 16; i++) { - acc += yl[i] * (qb_curr.qs[i] & 0xF) + yl[i+16] * (qb_curr.qs[i] >> 4); - } - sumf[row] += d * acc + m * sumy; - qb_curr = qb_next; - } - } - - if (nb % N_SIMDWIDTH == 0) { - for (int row = 0; row < N_DST; ++row) { - all_sum = simd_sum(sumf[row]); - if (tiisg == 0 && ((r0 * N_SIMDGROUP + sgitg) * N_DST + row) < ne01) { - dst[r1*ne0 + (r0 * N_SIMDGROUP + sgitg) * N_DST + row] = all_sum; - } - } - } else { - - float sumy = 0; - for (int i = 0; i < QK4_0 / 4; i++) { - y_curr[i] = *((device float4 *)(y + N_SIMDWIDTH * (tiisg + (nb / N_SIMDWIDTH) * QK4_0) + 4 * i)); - sumy += y_curr[i][0] + y_curr[i][1] + y_curr[i][2] + y_curr[i][3]; - } - - for (int row = 0; row < N_DST; row++) { - // prefetch next x block - qb_next = x[tiisg + ((row + 1) % N_DST) * nb + (nb / N_SIMDWIDTH + ((row + 1) / N_DST)) * N_SIMDWIDTH]; - - // calculate - const float d = qb_curr.d; - const float m = qb_curr.m; - float acc = 0.f; - for (int i = 0; i < 16; i++) { - acc += yl[i] * (qb_curr.qs[i] & 0xF) + yl[i+16] * (qb_curr.qs[i] >> 4); - } - if (tiisg < nb % N_SIMDWIDTH) { - sumf[row] += d * acc + m * sumy; - } - qb_curr = qb_next; + mul_vec_q_n_f32(src0,src1,dst,ne00,ne10,ne0,ne01,tgpig,tiisg,sgitg); +} - all_sum = simd_sum(sumf[row]); - if (tiisg == 0 && ((r0 * N_SIMDGROUP + sgitg) * N_DST + row) < ne01) { - dst[r1*ne0 + (r0 * N_SIMDGROUP + sgitg) * N_DST + row] = all_sum; - } - } - } +kernel void kernel_mul_mat_q4_1_f32( + device const void * src0, + device const float * src1, + device float * dst, + constant int64_t & ne00, + constant int64_t & ne10, + constant int64_t & ne0, + constant int64_t & ne01[[buffer(4)]], + uint2 tgpig[[threadgroup_position_in_grid]], + uint tiisg[[thread_index_in_simdgroup]], + uint sgitg[[simdgroup_index_in_threadgroup]]) { + mul_vec_q_n_f32(src0,src1,dst,ne00,ne10,ne0,ne01,tgpig,tiisg,sgitg); } kernel void kernel_mul_mat_f16_f32( @@ -1263,111 +1209,137 @@ kernel void kernel_mul_mat_q2_K_f32( constant int64_t & ne00, constant int64_t & ne10, constant int64_t & ne0, - threadgroup float * sum [[threadgroup(0)]], + constant int64_t & ne01[[buffer(4)]], uint2 tgpig[[threadgroup_position_in_grid]], - uint2 tpitg[[thread_position_in_threadgroup]], - uint2 tptg[[threads_per_threadgroup]]) { + uint tiisg[[thread_index_in_simdgroup]], + uint sgitg[[simdgroup_index_in_threadgroup]]) { const int nb = ne00/QK_K; + const int r0 = tgpig.x; + const int r1 = tgpig.y; - const int64_t r0 = tgpig.x; - const int64_t r1 = tgpig.y; - - device const block_q2_K * x = (device const block_q2_K *) src0 + r0*nb; - device const float * yy = (device const float *) src1 + r1*ne10; - - const int nth = tptg.x*tptg.y; - const int ith = tptg.y*tpitg.x + tpitg.y; + const int first_row = (r0 * N_SIMDGROUP + sgitg) * N_DST; + const int ib_row = first_row * nb; + device const block_q2_K * x = (device const block_q2_K *) src0 + ib_row; + device const float * y = (device const float *) src1 + r1*ne10; + float yl[32]; + float sumf[N_DST]={0.f}, all_sum; - float sumf = 0; + const int step = sizeof(block_q2_K) * nb; #if QK_K == 256 - const int tid = tpitg.y; // 0...16 - const int il = tid/4; // 0...3 - const int ir = tid%4; // 0...3 - const int ip = il/2; // 0 or 1 - const int shift1 = 4*(il%2);// 0 or 4 - const int shift2 = shift1+2;// 2 or 6 - const int n = 8; - const int is = 4*il + (n*ir)/16; - - const int y_offset = 64*il + n*ir; - const int q_offset = 32*ip + n*ir; - - for (int i = tpitg.x; i < nb; i += tptg.x) { - - device const uint8_t * q = x[i].qs + q_offset; - device const uint8_t * scales = x[i].scales + is; + const int ix = tiisg/8; // 0...3 + const int it = tiisg%8; // 0...7 + const int im = it/4; // 0 or 1 + const int ir = it%4; // 0...3 + const int is = (8*ir)/16;// 0 or 1 + + device const float * y4 = y + ix * QK_K + 128 * im + 8 * ir; + + for (int ib = ix; ib < nb; ib += 4) { + + float4 sumy = {0.f, 0.f, 0.f, 0.f}; + for (int i = 0; i < 8; ++i) { + yl[i+ 0] = y4[i+ 0]; sumy[0] += yl[i+ 0]; + yl[i+ 8] = y4[i+32]; sumy[1] += yl[i+ 8]; + yl[i+16] = y4[i+64]; sumy[2] += yl[i+16]; + yl[i+24] = y4[i+96]; sumy[3] += yl[i+24]; + } - uint8_t d1 = scales[0] & 0xF; - uint8_t d2 = scales[2] & 0xF; - uint8_t m1 = scales[0] >> 4; - uint8_t m2 = scales[2] >> 4; + device const uint8_t * sc = (device const uint8_t *)x[ib].scales + 8*im + is; + device const uint16_t * qs = (device const uint16_t *)x[ib].qs + 16 * im + 4 * ir; + device const half * dh = &x[ib].d; - device const float * y = yy + i*QK_K + y_offset; + for (int row = 0; row < N_DST; row++) { - float2 s = {0.f, 0.f}; - float smin = 0; - for (int l = 0; l < n; ++l) { - s[0] += y[l+ 0] * ((q[l] >> shift1) & 3); - s[1] += y[l+32] * ((q[l] >> shift2) & 3); - smin += y[l+ 0] * m1 + y[l+32] * m2; + float4 acc1 = {0.f, 0.f, 0.f, 0.f}; + float4 acc2 = {0.f, 0.f, 0.f, 0.f}; + for (int i = 0; i < 8; i += 2) { + acc1[0] += yl[i+ 0] * (qs[i/2] & 0x0003); + acc2[0] += yl[i+ 1] * (qs[i/2] & 0x0300); + acc1[1] += yl[i+ 8] * (qs[i/2] & 0x000c); + acc2[1] += yl[i+ 9] * (qs[i/2] & 0x0c00); + acc1[2] += yl[i+16] * (qs[i/2] & 0x0030); + acc2[2] += yl[i+17] * (qs[i/2] & 0x3000); + acc1[3] += yl[i+24] * (qs[i/2] & 0x00c0); + acc2[3] += yl[i+25] * (qs[i/2] & 0xc000); + } + float dall = dh[0]; + float dmin = dh[1] * 1.f/16.f; + sumf[row] += dall * ((acc1[0] + 1.f/256.f * acc2[0]) * (sc[0] & 0xF) * 1.f/ 1.f + + (acc1[1] + 1.f/256.f * acc2[1]) * (sc[2] & 0xF) * 1.f/ 4.f + + (acc1[2] + 1.f/256.f * acc2[2]) * (sc[4] & 0xF) * 1.f/16.f + + (acc1[3] + 1.f/256.f * acc2[3]) * (sc[6] & 0xF) * 1.f/64.f) - + dmin * (sumy[0] * (sc[0] & 0xF0) + sumy[1] * (sc[2] & 0xF0) + sumy[2] * (sc[4] & 0xF0) + sumy[3] * (sc[6] & 0xF0)); + + qs += step/2; + sc += step; + dh += step/2; } - const float dall = (float)x[i].d; - const float dmin = (float)x[i].dmin; - - sumf += dall * (s[0] * d1 + s[1] * d2) - dmin * smin; - + y4 += 4 * QK_K; } #else - const int il = 4 * tpitg.x; + const int ix = tiisg/2; // 0...15 + const int it = tiisg%2; // 0...1 - uint32_t aux[2]; - thread const uint8_t * d = (thread const uint8_t *)aux; - thread const uint8_t * m = (thread const uint8_t *)aux + 4; + device const float * y4 = y + ix * QK_K + 8 * it; - for (int i = tpitg.y; i < nb; i += tptg.y) { + for (int ib = ix; ib < nb; ib += 16) { - device const uint8_t * q = x[i].qs + il; - device const float * y = yy + i*QK_K + il; + float4 sumy = {0.f, 0.f, 0.f, 0.f}; + for (int i = 0; i < 8; ++i) { + yl[i+ 0] = y4[i+ 0]; sumy[0] += yl[i+ 0]; + yl[i+ 8] = y4[i+16]; sumy[1] += yl[i+ 8]; + yl[i+16] = y4[i+32]; sumy[2] += yl[i+16]; + yl[i+24] = y4[i+48]; sumy[3] += yl[i+24]; + } - const float dall = (float)x[i].d; - const float dmin = (float)x[i].dmin; + device const uint8_t * sc = (device const uint8_t *)x[ib].scales; + device const uint16_t * qs = (device const uint16_t *)x[ib].qs + 4 * it; + device const half * dh = &x[ib].d; - device const uint32_t * a = (device const uint32_t *)x[i].scales; - aux[0] = a[0] & 0x0f0f0f0f; - aux[1] = (a[0] >> 4) & 0x0f0f0f0f; + for (int row = 0; row < N_DST; row++) { - for (int l = 0; l < 4; ++l) { - sumf += y[l+ 0] * (dall * d[0] * ((q[l] >> 0) & 3) - dmin * m[0]) - + y[l+16] * (dall * d[1] * ((q[l] >> 2) & 3) - dmin * m[1]) - + y[l+32] * (dall * d[2] * ((q[l] >> 4) & 3) - dmin * m[2]) - + y[l+48] * (dall * d[3] * ((q[l] >> 6) & 3) - dmin * m[3]); + float4 acc1 = {0.f, 0.f, 0.f, 0.f}; + float4 acc2 = {0.f, 0.f, 0.f, 0.f}; + for (int i = 0; i < 8; i += 2) { + acc1[0] += yl[i+ 0] * (qs[i/2] & 0x0003); + acc2[0] += yl[i+ 1] * (qs[i/2] & 0x0300); + acc1[1] += yl[i+ 8] * (qs[i/2] & 0x000c); + acc2[1] += yl[i+ 9] * (qs[i/2] & 0x0c00); + acc1[2] += yl[i+16] * (qs[i/2] & 0x0030); + acc2[2] += yl[i+17] * (qs[i/2] & 0x3000); + acc1[3] += yl[i+24] * (qs[i/2] & 0x00c0); + acc2[3] += yl[i+25] * (qs[i/2] & 0xc000); + } + + float dall = dh[0]; + float dmin = dh[1]; + sumf[row] += dall * ((acc1[0] + 1.f/256.f * acc2[0]) * (sc[0] & 0xF) * 1.f/ 1.f + + (acc1[1] + 1.f/256.f * acc2[1]) * (sc[1] & 0xF) * 1.f/ 4.f + + (acc1[2] + 1.f/256.f * acc2[2]) * (sc[2] & 0xF) * 1.f/16.f + + (acc1[3] + 1.f/256.f * acc2[3]) * (sc[3] & 0xF) * 1.f/64.f) - + dmin * (sumy[0] * (sc[0] >> 4) + sumy[1] * (sc[1] >> 4) + sumy[2] * (sc[2] >> 4) + sumy[3] * (sc[3] >> 4)); + + qs += step/2; + sc += step; + dh += step/2; } + + y4 += 16 * QK_K; } #endif - sum[ith] = sumf; - - // - // Accumulate the sum from all threads in the threadgroup - // - threadgroup_barrier(mem_flags::mem_threadgroup); - if (ith%4 == 0) { - for (int i = 1; i < 4; ++i) sum[ith] += sum[ith + i]; - } - threadgroup_barrier(mem_flags::mem_threadgroup); - if (ith%16 == 0) { - for (int i = 4; i < 16; i += 4) sum[ith] += sum[ith + i]; - } - threadgroup_barrier(mem_flags::mem_threadgroup); - if (ith == 0) { - for (int i = 16; i < nth; i += 16) sum[0] += sum[i]; - dst[r1*ne0 + r0] = sum[0]; + for (int row = 0; row < N_DST; ++row) { + all_sum = simd_sum(sumf[row]); + if (tiisg == 0) { + dst[r1*ne0 + first_row + row] = all_sum; + } } } +#if QK_K == 256 kernel void kernel_mul_mat_q3_K_f32( device const void * src0, device const float * src1, @@ -1376,40 +1348,41 @@ kernel void kernel_mul_mat_q3_K_f32( constant int64_t & ne10, constant int64_t & ne0, constant int64_t & ne1, - threadgroup float * sum [[threadgroup(0)]], uint2 tgpig[[threadgroup_position_in_grid]], - uint2 tpitg[[thread_position_in_threadgroup]], - uint2 tptg[[threads_per_threadgroup]]) { + uint tiisg[[thread_index_in_simdgroup]], + uint sgitg[[simdgroup_index_in_threadgroup]]) { const int nb = ne00/QK_K; const int64_t r0 = tgpig.x; const int64_t r1 = tgpig.y; - device const block_q3_K * x = (device const block_q3_K *) src0 + r0*nb; - device const float * yy = (device const float *) src1 + r1*ne10; - - const int nth = tptg.x*tptg.y; - const int ith = tptg.y*tpitg.x + tpitg.y; + const int first_row = (r0 * N_SIMDGROUP + sgitg) * 2; -#if QK_K == 256 + device const block_q3_K * x = (device const block_q3_K *) src0 + first_row*nb; + device const float * yy = (device const float *) src1 + r1*ne10; - const uint8_t m3 = 3; - const int8_t m4 = 4; + float yl[16]; const uint16_t kmask1 = 0x0303; const uint16_t kmask2 = 0x0f0f; - const int tid = tpitg.y; // expecting 16 + const int tid = tiisg/2; + const int ix = tiisg%2; const int ip = tid/8; // 0 or 1 const int il = tid/2 - 4*ip; // 0...3 const int ir = tid%2; const int n = 8; const int l0 = n*ir; - const uint8_t m = 1 << (4*ip + il); + const uint16_t m1 = 1 << (4*ip + il); + const uint16_t m2 = m1 << 8; const int shift = 2*il; + const uint16_t qm1 = 0x0003 << shift; + const uint16_t qm2 = 0x0300 << shift; + const int32_t v1 = 4 << shift; + const int32_t v2 = 1024 << shift; const uint16_t s_shift1 = 4*ip; const uint16_t s_shift2 = s_shift1 + 2*(il/2); @@ -1418,226 +1391,315 @@ kernel void kernel_mul_mat_q3_K_f32( const int q_offset = 32*ip + l0; const int y_offset = 128*ip + 32*il + l0; - //float sumf = 0; - float sumf1 = 0, sumf2 = 0; - for (int i = tpitg.x; i < nb; i += tptg.x) { - - const float d_all = (float)(x[i].d); - - device const uint8_t * q = x[i].qs + q_offset; - device const uint8_t * h = x[i].hmask + l0; - device const float * y = yy + i * QK_K + y_offset; + const int step = sizeof(block_q3_K) * nb / 2; - device const uint16_t * a = (device const uint16_t *)x[i].scales; - const char2 scales = as_type((uint16_t)(((a[il] >> s_shift1) & kmask2) | (((a[ik] >> s_shift2) & kmask1) << 4))); + device const float * y1 = yy + ix*QK_K + y_offset; - float s = 0; - for (int l = 0; l < n; ++l) { - s += y[l+ 0] * ((int8_t)((q[l+ 0] >> shift) & m3) - ((h[l+ 0] & m) ? 0 : m4)); - } - float d = d_all * s; - sumf1 += d * scales[0]; - sumf2 += d; - //sumf += d_all * s * (scales[0] - 32); + float sumf1[2] = {0.f}, sumf2[2] = {0.f}; + for (int i = ix; i < nb; i += 2) { - s = 0; - for (int l = 0; l < n; ++l) { - s += y[l+16] * ((int8_t)((q[l+16] >> shift) & m3) - ((h[l+16] & m) ? 0 : m4)); + for (int l = 0; l < 8; ++l) { + yl[l+0] = y1[l+ 0]; + yl[l+8] = y1[l+16]; } - d = d_all * s; - sumf1 += d * scales[1]; - sumf2 += d; - //sumf += d_all * s * (scales[1] - 32); - } + device const uint16_t * q = (device const uint16_t *)(x[i].qs + q_offset); + device const uint16_t * h = (device const uint16_t *)(x[i].hmask + l0); + device const uint16_t * a = (device const uint16_t *)(x[i].scales); + device const half * dh = &x[i].d; - //sum[ith] = sumf; - sum[ith] = sumf1 - 32.f*sumf2; -#else - const int il = 4 * tpitg.x; // 0, 4, 8, 12 - const int im = il/8; // 0, 0, 1, 1 - const int in = il%8; // 0, 4, 0, 4 + for (int row = 0; row < 2; ++row) { - float sumf = 0; - - for (int i = tpitg.y; i < nb; i += tptg.y) { - - const float d_all = (float)(x[i].d); + const float d_all = (float)dh[0]; + const char2 scales = as_type((uint16_t)(((a[il] >> s_shift1) & kmask2) | (((a[ik] >> s_shift2) & kmask1) << 4))); - device const uint8_t * q = x[i].qs + il; - device const uint8_t * h = x[i].hmask + in; - device const float * y = yy + i * QK_K + il; + float s1 = 0, s2 = 0; + for (int l = 0; l < n; l += 2) { + const uint16_t qs = q[l/2]; + s1 += yl[l+0] * ((int32_t)(qs & qm1) - ((h[l/2] & m1) ? 0 : v1)); + s2 += yl[l+1] * ((int32_t)(qs & qm2) - ((h[l/2] & m2) ? 0 : v2)); + } + float d = d_all * (s1 + 1.f/256.f * s2); + sumf1[row] += d * scales[0]; + sumf2[row] += d; + + s1 = s2 = 0; + for (int l = 0; l < n; l += 2) { + const uint16_t qs = q[l/2+8]; + s1 += yl[l+8] * ((int32_t)(qs & qm1) - ((h[l/2+8] & m1) ? 0 : v1)); + s2 += yl[l+9] * ((int32_t)(qs & qm2) - ((h[l/2+8] & m2) ? 0 : v2)); + } + d = d_all * (s1 + 1.f/256.f * s2); + sumf1[row] += d * scales[1]; + sumf2[row] += d; - const float d1 = d_all * ((x[i].scales[0] & 0xF) - 8); - const float d2 = d_all * ((x[i].scales[0] >> 4) - 8); - const float d3 = d_all * ((x[i].scales[1] & 0xF) - 8); - const float d4 = d_all * ((x[i].scales[1] >> 4) - 8); + q += step; + h += step; + a += step; + dh += step; - for (int l = 0; l < 4; ++l) { - const uint8_t hm = h[l] >> im; - sumf += y[l+ 0] * d1 * ((int8_t)((q[l+0] >> 0) & 3) - ((hm & 0x01) ? 0 : 4)) - + y[l+16] * d2 * ((int8_t)((q[l+0] >> 2) & 3) - ((hm & 0x04) ? 0 : 4)) - + y[l+32] * d3 * ((int8_t)((q[l+0] >> 4) & 3) - ((hm & 0x10) ? 0 : 4)) - + y[l+48] * d4 * ((int8_t)((q[l+0] >> 6) & 3) - ((hm & 0x40) ? 0 : 4)); } - } - - sum[ith] = sumf; + y1 += 2 * QK_K; -#endif - - // - // Accumulate the sum from all threads in the threadgroup - // - threadgroup_barrier(mem_flags::mem_threadgroup); - if (ith%4 == 0) { - for (int i = 1; i < 4; ++i) sum[ith] += sum[ith + i]; - } - threadgroup_barrier(mem_flags::mem_threadgroup); - if (ith%16 == 0) { - for (int i = 4; i < 16; i += 4) sum[ith] += sum[ith + i]; - } - threadgroup_barrier(mem_flags::mem_threadgroup); - if (ith == 0) { - for (int i = 16; i < nth; i += 16) sum[0] += sum[i]; - dst[r1*ne0 + r0] = sum[0]; } + for (int row = 0; row < 2; ++row) { + const float sumf = (sumf1[row] - 32.f*sumf2[row]) / (1 << shift); + const float tot = simd_sum(sumf); + if (tiisg == 0) { + dst[r1*ne0 + first_row + row] = tot; + } + } } - -kernel void kernel_mul_mat_q4_K_f32( +#else +kernel void kernel_mul_mat_q3_K_f32( device const void * src0, device const float * src1, device float * dst, constant int64_t & ne00, constant int64_t & ne10, constant int64_t & ne0, - threadgroup float * sum [[threadgroup(0)]], + constant int64_t & ne1, uint2 tgpig[[threadgroup_position_in_grid]], - uint2 tpitg[[thread_position_in_threadgroup]], - uint2 tptg[[threads_per_threadgroup]]) { + uint tiisg[[thread_index_in_simdgroup]], + uint sgitg[[simdgroup_index_in_threadgroup]]) { const int nb = ne00/QK_K; const int64_t r0 = tgpig.x; const int64_t r1 = tgpig.y; - const int nth = tptg.x*tptg.y; - const int ith = tptg.y*tpitg.x + tpitg.y; + const int row = 2 * r0 + sgitg; - device const block_q4_K * x = (device const block_q4_K *) src0 + r0*nb; + device const block_q3_K * x = (device const block_q3_K *) src0 + row*nb; device const float * yy = (device const float *) src1 + r1*ne10; + const int ix = tiisg/4; + const int il = 4 * (tiisg%4);// 0, 4, 8, 12 + const int im = il/8; // 0, 0, 1, 1 + const int in = il%8; // 0, 4, 0, 4 - float sumf = 0; + float2 sum = {0.f, 0.f}; + + for (int i = ix; i < nb; i += 8) { + + const float d_all = (float)(x[i].d); + + device const uint16_t * q = (device const uint16_t *)(x[i].qs + il); + device const uint16_t * h = (device const uint16_t *)(x[i].hmask + in); + device const uint16_t * s = (device const uint16_t *)(x[i].scales); + device const float * y = yy + i * QK_K + il; + + const float d1 = d_all * ((int32_t)(s[0] & 0x000F) - 8); + const float d2 = d_all * ((int32_t)(s[0] & 0x00F0) - 128) * 1.f/64.f; + const float d3 = d_all * ((int32_t)(s[0] & 0x0F00) - 2048) * 1.f/4096.f; + const float d4 = d_all * ((int32_t)(s[0] & 0xF000) - 32768) * 1.f/262144.f; + + for (int l = 0; l < 4; l += 2) { + const uint16_t hm = h[l/2] >> im; + sum[0] += y[l+ 0] * d1 * ((int32_t)(q[l/2] & 0x0003) - ((hm & 0x0001) ? 0 : 4)) + + y[l+16] * d2 * ((int32_t)(q[l/2] & 0x000c) - ((hm & 0x0004) ? 0 : 16)) + + y[l+32] * d3 * ((int32_t)(q[l/2] & 0x0030) - ((hm & 0x0010) ? 0 : 64)) + + y[l+48] * d4 * ((int32_t)(q[l/2] & 0x00c0) - ((hm & 0x0040) ? 0 : 256)); + sum[1] += y[l+ 1] * d1 * ((int32_t)(q[l/2] & 0x0300) - ((hm & 0x0100) ? 0 : 1024)) + + y[l+17] * d2 * ((int32_t)(q[l/2] & 0x0c00) - ((hm & 0x0400) ? 0 : 4096)) + + y[l+33] * d3 * ((int32_t)(q[l/2] & 0x3000) - ((hm & 0x1000) ? 0 : 16384)) + + y[l+49] * d4 * ((int32_t)(q[l/2] & 0xc000) - ((hm & 0x4000) ? 0 : 65536)); + } + + } + const float sumf = sum[0] + sum[1] * 1.f/256.f; + + const float tot = simd_sum(sumf); + if (tiisg == 0) { + dst[r1*ne0 + row] = tot; + } + +} +#endif #if QK_K == 256 +kernel void kernel_mul_mat_q4_K_f32( + device const void * src0, + device const float * src1, + device float * dst, + constant int64_t & ne00, + constant int64_t & ne10, + constant int64_t & ne0, + constant int64_t & ne01[[buffer(4)]], + uint2 tgpig[[threadgroup_position_in_grid]], + uint tiisg[[thread_index_in_simdgroup]], + uint sgitg[[simdgroup_index_in_threadgroup]]) { const uint16_t kmask1 = 0x3f3f; const uint16_t kmask2 = 0x0f0f; const uint16_t kmask3 = 0xc0c0; - const int tid = tpitg.y; // 0...16 - const int il = tid/4; // 0...3 - const int ir = tid - 4*il;// 0...3 - const int n = 4; + const int ix = tiisg/8; // 0...3 + const int it = tiisg%8; // 0...7 + const int im = it/4; // 0 or 1 + const int ir = it%4; // 0...3 - const int im = il/2; // 0 or 1. 0 computes 0,32 + 128,160, 1 computes 64,96 + 192,224 - const int in = il%2; + const int nb = ne00/QK_K; + const int r0 = tgpig.x; + const int r1 = tgpig.y; + const int first_row = (r0 * N_SIMDGROUP + sgitg) * N_DST; + const int ib_row = first_row * nb; + device const block_q4_K * x = (device const block_q4_K *) src0 + ib_row; + device const float * y = (device const float *) src1 + r1*ne10; + float yl[16]; + float yh[16]; + float sumf[N_DST]={0.f}, all_sum; - const int l0 = n*(2*ir + in); - const int q_offset = 32*im + l0; - const int y_offset = 64*im + l0; + const int step = sizeof(block_q4_K) * nb / 2; - uchar2 sc1, sc2, sc3, sc4; + device const float * y4 = y + ix * QK_K + 64 * im + 8 * ir; - for (int i = tpitg.x; i < nb; i += tptg.x) { + uint16_t sc16[4]; + thread const uint8_t * sc8 = (thread const uint8_t *)sc16; - device const uint8_t * q1 = (x + i)->qs + q_offset; - device const uint8_t * q2 = q1 + 64; - device const float * y1 = yy + i*QK_K + y_offset; - device const float * y2 = y1 + 128; + for (int ib = ix; ib < nb; ib += 4) { - const float dall = (float)((x + i)->d); - const float dmin = (float)((x + i)->dmin); + float4 sumy = {0.f, 0.f, 0.f, 0.f}; + for (int i = 0; i < 8; ++i) { + yl[i+0] = y4[i+ 0]; sumy[0] += yl[i+0]; + yl[i+8] = y4[i+ 32]; sumy[1] += yl[i+8]; + yh[i+0] = y4[i+128]; sumy[2] += yh[i+0]; + yh[i+8] = y4[i+160]; sumy[3] += yh[i+8]; + } - device const uint16_t * a = (device const uint16_t *)(x + i)->scales; - sc1 = as_type((uint16_t)(a[im+0] & kmask1)); - sc2 = as_type((uint16_t)(a[im+2] & kmask1)); - sc3 = as_type((uint16_t)(((a[im+4] >> 0) & kmask2) | ((a[im+0] & kmask3) >> 2))); - sc4 = as_type((uint16_t)(((a[im+4] >> 4) & kmask2) | ((a[im+2] & kmask3) >> 2))); + device const uint16_t * sc = (device const uint16_t *)x[ib].scales + im; + device const uint16_t * q1 = (device const uint16_t *)x[ib].qs + 16 * im + 4 * ir; + device const half * dh = &x[ib].d; - float4 s = {0.f, 0.f, 0.f, 0.f}; - float smin = 0; - for (int l = 0; l < n; ++l) { + for (int row = 0; row < N_DST; row++) { - s[0] += y1[l] * (q1[l] & 0xF); s[1] += y1[l+32] * (q1[l] >> 4); - s[2] += y2[l] * (q2[l] & 0xF); s[3] += y2[l+32] * (q2[l] >> 4); - smin += y1[l] * sc2[0] + y1[l+32] * sc2[1] + y2[l] * sc4[0] + y2[l+32] * sc4[1]; + sc16[0] = sc[0] & kmask1; + sc16[1] = sc[2] & kmask1; + sc16[2] = ((sc[4] >> 0) & kmask2) | ((sc[0] & kmask3) >> 2); + sc16[3] = ((sc[4] >> 4) & kmask2) | ((sc[2] & kmask3) >> 2); + + device const uint16_t * q2 = q1 + 32; + + float4 acc1 = {0.f, 0.f, 0.f, 0.f}; + float4 acc2 = {0.f, 0.f, 0.f, 0.f}; + for (int i = 0; i < 8; i += 2) { + acc1[0] += yl[i+0] * (q1[i/2] & 0x000F); + acc1[1] += yl[i+1] * (q1[i/2] & 0x0F00); + acc1[2] += yl[i+8] * (q1[i/2] & 0x00F0); + acc1[3] += yl[i+9] * (q1[i/2] & 0xF000); + acc2[0] += yh[i+0] * (q2[i/2] & 0x000F); + acc2[1] += yh[i+1] * (q2[i/2] & 0x0F00); + acc2[2] += yh[i+8] * (q2[i/2] & 0x00F0); + acc2[3] += yh[i+9] * (q2[i/2] & 0xF000); + } + float dall = dh[0]; + float dmin = dh[1]; + sumf[row] += dall * ((acc1[0] + 1.f/256.f * acc1[1]) * sc8[0] + + (acc1[2] + 1.f/256.f * acc1[3]) * sc8[1] * 1.f/16.f + + (acc2[0] + 1.f/256.f * acc2[1]) * sc8[4] + + (acc2[2] + 1.f/256.f * acc2[3]) * sc8[5] * 1.f/16.f) - + dmin * (sumy[0] * sc8[2] + sumy[1] * sc8[3] + sumy[2] * sc8[6] + sumy[3] * sc8[7]); + + q1 += step; + sc += step; + dh += step; } - sumf += dall * (s[0] * sc1[0] + s[1] * sc1[1] + s[2] * sc3[0] + s[3] * sc3[1]) - dmin * smin; + y4 += 4 * QK_K; } + + for (int row = 0; row < N_DST; ++row) { + all_sum = simd_sum(sumf[row]); + if (tiisg == 0) { + dst[r1*ne0 + first_row + row] = all_sum; + } + } +} #else - uint16_t aux16[2]; - thread const uint8_t * scales = (thread const uint8_t *)aux16; +kernel void kernel_mul_mat_q4_K_f32( + device const void * src0, + device const float * src1, + device float * dst, + constant int64_t & ne00, + constant int64_t & ne10, + constant int64_t & ne0, + constant int64_t & ne01[[buffer(4)]], + uint2 tgpig[[threadgroup_position_in_grid]], + uint tiisg[[thread_index_in_simdgroup]], + uint sgitg[[simdgroup_index_in_threadgroup]]) { + + const int ix = tiisg/4; // 0...7 + const int it = tiisg%4; // 0...3 - const int il = 4*tpitg.x; + const int nb = ne00/QK_K; + const int r0 = tgpig.x; + const int r1 = tgpig.y; + const int first_row = (r0 * N_SIMDGROUP + sgitg) * N_DST; + const int ib_row = first_row * nb; + device const block_q4_K * x = (device const block_q4_K *) src0 + ib_row; + device const float * y = (device const float *) src1 + r1*ne10; + float yl[8]; + float yh[8]; + float sumf[N_DST]={0.f}, all_sum; - for (int i = tpitg.y; i < nb; i += tptg.y) { + const int step = sizeof(block_q4_K) * nb / 2; - device const uint8_t * q = x[i].qs + il; - device const float * y = yy + i * QK_K + il; + device const float * y4 = y + ix * QK_K + 8 * it; - const float d = (float)x[i].d[0]; - const float m = (float)x[i].d[1]; + uint16_t sc16[4]; - device const uint16_t * a = (device const uint16_t *)x[i].scales; - aux16[0] = a[0] & 0x0f0f; - aux16[1] = (a[0] >> 4) & 0x0f0f; + for (int ib = ix; ib < nb; ib += 8) { - for (int l = 0; l < 4; ++l) { - sumf += d * scales[0] * (y[l+ 0] * (q[l] & 0xF) + y[l+16] * (q[l+16] & 0xF)) - m * scales[2] * (y[l+ 0] + y[l+16]) - + d * scales[1] * (y[l+32] * (q[l] >> 4) + y[l+48] * (q[l+16] >> 4)) - m * scales[3] * (y[l+32] + y[l+48]); + float2 sumy = {0.f, 0.f}; + for (int i = 0; i < 8; ++i) { + yl[i] = y4[i+ 0]; sumy[0] += yl[i]; + yh[i] = y4[i+32]; sumy[1] += yh[i]; } - } -#endif - sum[ith] = sumf; + device const uint16_t * sc = (device const uint16_t *)x[ib].scales; + device const uint16_t * qs = (device const uint16_t *)x[ib].qs + 4 * it; + device const half * dh = x[ib].d; - // - // Accumulate the sum from all threads in the threadgroup - // This version is slightly faster than the commented out one below, - // which I copy-pasted from ggerganov's q4_0 dot product for metal. - // - threadgroup_barrier(mem_flags::mem_threadgroup); - if (ith%4 == 0) { - for (int i = 1; i < 4; ++i) sum[ith] += sum[ith + i]; - } - threadgroup_barrier(mem_flags::mem_threadgroup); - if (ith%16 == 0) { - for (int i = 4; i < 16; i += 4) sum[ith] += sum[ith + i]; - } - threadgroup_barrier(mem_flags::mem_threadgroup); - if (ith == 0) { - for (int i = 16; i < nth; i += 16) sum[0] += sum[i]; - dst[r1*ne0 + r0] = sum[0]; + for (int row = 0; row < N_DST; row++) { + + sc16[0] = sc[0] & 0x000f; + sc16[1] = sc[0] & 0x0f00; + sc16[2] = sc[0] & 0x00f0; + sc16[3] = sc[0] & 0xf000; + + float2 acc1 = {0.f, 0.f}; + float2 acc2 = {0.f, 0.f}; + for (int i = 0; i < 8; i += 2) { + acc1[0] += yl[i+0] * (qs[i/2] & 0x000F); + acc1[1] += yl[i+1] * (qs[i/2] & 0x0F00); + acc2[0] += yh[i+0] * (qs[i/2] & 0x00F0); + acc2[1] += yh[i+1] * (qs[i/2] & 0xF000); + } + + float dall = dh[0]; + float dmin = dh[1]; + sumf[row] += dall * ((acc1[0] + 1.f/256.f * acc1[1]) * sc16[0] + + (acc2[0] + 1.f/256.f * acc2[1]) * sc16[1] * 1.f/4096.f) - + dmin * 1.f/16.f * (sumy[0] * sc16[2] + sumy[1] * sc16[3] * 1.f/256.f); + + qs += step; + sc += step; + dh += step; + } + + y4 += 8 * QK_K; } - //// accumulate the sum from all threads in the threadgroup - //threadgroup_barrier(mem_flags::mem_threadgroup); - //for (uint i = nth/2; i > 0; i /= 2) { - // if (ith < i) { - // sum[ith] += sum[ith + i]; - // } - // threadgroup_barrier(mem_flags::mem_threadgroup); - //} - - //if (ith == 0) { - // dst[r1*ne0 + r0] = sum[0]; - //} + for (int row = 0; row < N_DST; ++row) { + all_sum = simd_sum(sumf[row]); + if (tiisg == 0) { + dst[r1*ne0 + first_row + row] = all_sum; + } + } } +#endif kernel void kernel_mul_mat_q5_K_f32( device const void * src0, @@ -1646,39 +1708,39 @@ kernel void kernel_mul_mat_q5_K_f32( constant int64_t & ne00, constant int64_t & ne10, constant int64_t & ne0, - threadgroup float * sum [[threadgroup(0)]], uint2 tgpig[[threadgroup_position_in_grid]], - uint2 tpitg[[thread_position_in_threadgroup]], - uint2 tptg[[threads_per_threadgroup]]) { + uint tiisg[[thread_index_in_simdgroup]], + uint sgitg[[simdgroup_index_in_threadgroup]]) { const int nb = ne00/QK_K; const int64_t r0 = tgpig.x; const int64_t r1 = tgpig.y; - device const block_q5_K * x = (device const block_q5_K *) src0 + r0*nb; + const int first_row = (r0 * N_SIMDGROUP + sgitg) * 2; + + device const block_q5_K * x = (device const block_q5_K *) src0 + first_row*nb; device const float * yy = (device const float *) src1 + r1*ne10; - const int nth = tptg.x*tptg.y; - const int ith = tptg.y*tpitg.x + tpitg.y; + float sumf[2]={0.f}; - float sumf = 0; + const int step = sizeof(block_q5_K) * nb; #if QK_K == 256 +# + float yl[16], yh[16]; const uint16_t kmask1 = 0x3f3f; const uint16_t kmask2 = 0x0f0f; const uint16_t kmask3 = 0xc0c0; - const int tid = tpitg.y; // 0...16 - const int il = tid/4; // 0...3 - const int ir = tid - 4*il;// 0...3 - const int n = 4; - - const int im = il/2; // 0 or 1. 0 computes 0,32 + 128,160, 1 computes 64,96 + 192,224 - const int in = il%2; + const int tid = tiisg/4; + const int ix = tiisg%4; + const int im = tid/4; + const int ir = tid%4; + const int n = 8; - const int l0 = n*(2*ir + in); + const int l0 = n*ir; const int q_offset = 32*im + l0; const int y_offset = 64*im + l0; @@ -1687,78 +1749,113 @@ kernel void kernel_mul_mat_q5_K_f32( const uint8_t hm3 = hm1 << 4; const uint8_t hm4 = hm2 << 4; - uchar2 sc1, sc2, sc3, sc4; + uint16_t sc16[4]; + thread const uint8_t * sc8 = (thread const uint8_t *)sc16; - for (int i = tpitg.x; i < nb; i += tptg.x) { + device const float * y1 = yy + ix*QK_K + y_offset; - device const uint8_t * q1 = (x + i)->qs + q_offset; - device const uint8_t * q2 = q1 + 64; - device const uint8_t * qh = (x + i)->qh + l0; - device const float * y1 = yy + i*QK_K + y_offset; - device const float * y2 = y1 + 128; + for (int i = ix; i < nb; i += 4) { - const float dall = (float)((x + i)->d); - const float dmin = (float)((x + i)->dmin); + device const uint8_t * q1 = x[i].qs + q_offset; + device const uint8_t * qh = x[i].qh + l0; + device const half * dh = &x[i].d; + device const uint16_t * a = (device const uint16_t *)x[i].scales + im; - device const uint16_t * a = (device const uint16_t *)(x + i)->scales; - sc1 = as_type((uint16_t)(a[im+0] & kmask1)); - sc2 = as_type((uint16_t)(a[im+2] & kmask1)); - sc3 = as_type((uint16_t)(((a[im+4] >> 0) & kmask2) | ((a[im+0] & kmask3) >> 2))); - sc4 = as_type((uint16_t)(((a[im+4] >> 4) & kmask2) | ((a[im+2] & kmask3) >> 2))); + device const float * y2 = y1 + 128; + float4 sumy = {0.f, 0.f, 0.f, 0.f}; + for (int l = 0; l < 8; ++l) { + yl[l+0] = y1[l+ 0]; sumy[0] += yl[l+0]; + yl[l+8] = y1[l+32]; sumy[1] += yl[l+8]; + yh[l+0] = y2[l+ 0]; sumy[2] += yh[l+0]; + yh[l+8] = y2[l+32]; sumy[3] += yh[l+8]; + } - float4 s = {0.f, 0.f, 0.f, 0.f}; - float smin = 0; - for (int l = 0; l < n; ++l) { + for (int row = 0; row < 2; ++row) { - s[0] += y1[l+ 0] * ((q1[l] & 0xF) + (qh[l] & hm1 ? 16 : 0)); - s[1] += y1[l+32] * ((q1[l] >> 4) + (qh[l] & hm2 ? 16 : 0)); - s[2] += y2[l+ 0] * ((q2[l] & 0xF) + (qh[l] & hm3 ? 16 : 0)); - s[3] += y2[l+32] * ((q2[l] >> 4) + (qh[l] & hm4 ? 16 : 0)); - smin += y1[l] * sc2[0] + y1[l+32] * sc2[1] + y2[l] * sc4[0] + y2[l+32] * sc4[1]; + device const uint8_t * q2 = q1 + 64; + + sc16[0] = a[0] & kmask1; + sc16[1] = a[2] & kmask1; + sc16[2] = ((a[4] >> 0) & kmask2) | ((a[0] & kmask3) >> 2); + sc16[3] = ((a[4] >> 4) & kmask2) | ((a[2] & kmask3) >> 2); + + float4 acc = {0.f, 0.f, 0.f, 0.f}; + for (int l = 0; l < n; ++l) { + uint8_t h = qh[l]; + acc[0] += yl[l+0] * ((uint16_t)(q1[l] & 0x0F) + (h & hm1 ? 16 : 0)); + acc[1] += yl[l+8] * ((uint16_t)(q1[l] & 0xF0) + (h & hm2 ? 256 : 0)); + acc[2] += yh[l+0] * ((uint16_t)(q2[l] & 0x0F) + (h & hm3 ? 16 : 0)); + acc[3] += yh[l+8] * ((uint16_t)(q2[l] & 0xF0) + (h & hm4 ? 256 : 0)); + } + const float dall = dh[0]; + const float dmin = dh[1]; + sumf[row] += dall * (acc[0] * sc8[0] + acc[1] * sc8[1] * 1.f/16.f + acc[2] * sc8[4] + acc[3] * sc8[5] * 1.f/16.f) - + dmin * (sumy[0] * sc8[2] + sumy[1] * sc8[3] + sumy[2] * sc8[6] + sumy[3] * sc8[7]); + + q1 += step; + qh += step; + dh += step/2; + a += step/2; } - sumf += dall * (s[0] * sc1[0] + s[1] * sc1[1] + s[2] * sc3[0] + s[3] * sc3[1]) - dmin * smin; + + y1 += 4 * QK_K; } #else - const int il = 4 * tpitg.x; // 0, 4, 8, 12 - const int im = il/8; // 0, 0, 1, 1 - const int in = il%8; // 0, 4, 0, 4 + float yl[8], yh[8]; + + const int il = 4 * (tiisg/8); // 0, 4, 8, 12 + const int ix = tiisg%8; + const int im = il/8; // 0, 0, 1, 1 + const int in = il%8; // 0, 4, 0, 4 - for (int i = tpitg.y; i < nb; i += tptg.y) { + device const float * y = yy + ix*QK_K + il; - const float d = (float)x[i].d; + for (int i = ix; i < nb; i += 8) { + + for (int l = 0; l < 4; ++l) { + yl[l+0] = y[l+ 0]; + yl[l+4] = y[l+16]; + yh[l+0] = y[l+32]; + yh[l+4] = y[l+48]; + } + + device const half * dh = &x[i].d; device const uint8_t * q = x[i].qs + il; device const uint8_t * h = x[i].qh + in; device const int8_t * s = x[i].scales; - device const float * y = yy + i*QK_K + il; - for (int l = 0; l < 4; ++l) { - const uint8_t hl = h[l] >> im; - sumf += y[l+ 0] * d * s[0] * ((q[l+ 0] & 0xF) - (hl & 0x01 ? 0 : 16)) - + y[l+16] * d * s[1] * ((q[l+16] & 0xF) - (hl & 0x04 ? 0 : 16)) - + y[l+32] * d * s[2] * ((q[l+ 0] >> 4) - (hl & 0x10 ? 0 : 16)) - + y[l+48] * d * s[3] * ((q[l+16] >> 4) - (hl & 0x40 ? 0 : 16)); + for (int row = 0; row < 2; ++row) { + + const float d = dh[0]; + + float2 acc = {0.f, 0.f}; + for (int l = 0; l < 4; ++l) { + const uint8_t hl = h[l] >> im; + acc[0] += yl[l+0] * s[0] * ((int16_t)(q[l+ 0] & 0x0F) - (hl & 0x01 ? 0 : 16)) + + yl[l+4] * s[1] * ((int16_t)(q[l+16] & 0x0F) - (hl & 0x04 ? 0 : 16)); + acc[1] += yh[l+0] * s[2] * ((int16_t)(q[l+ 0] & 0xF0) - (hl & 0x10 ? 0 : 256)) + + yh[l+4] * s[3] * ((int16_t)(q[l+16] & 0xF0) - (hl & 0x40 ? 0 : 256)); + } + sumf[row] += d * (acc[0] + 1.f/16.f * acc[1]); + + q += step; + h += step; + s += step; + dh += step/2; + } + + y += 8 * QK_K; } #endif - sum[ith] = sumf; - // - // Accumulate the sum from all threads in the threadgroup - // - threadgroup_barrier(mem_flags::mem_threadgroup); - if (ith%4 == 0) { - sum[ith] += sum[ith+1] + sum[ith+2] + sum[ith+3]; - } - threadgroup_barrier(mem_flags::mem_threadgroup); - if (ith%16 == 0) { - sum[ith] += sum[ith+4] + sum[ith+8] + sum[ith+12]; - } - threadgroup_barrier(mem_flags::mem_threadgroup); - if (ith == 0) { - for (int i = 16; i < nth; i += 16) sum[0] += sum[i]; - dst[r1*ne0 + r0] = sum[0]; + for (int row = 0; row < 2; ++row) { + const float tot = simd_sum(sumf[row]); + if (tiisg == 0) { + dst[r1*ne0 + first_row + row] = tot; + } } } @@ -1770,10 +1867,9 @@ kernel void kernel_mul_mat_q6_K_f32( constant int64_t & ne00, constant int64_t & ne10, constant int64_t & ne0, - threadgroup float * sum [[threadgroup(0)]], uint2 tgpig[[threadgroup_position_in_grid]], - uint2 tpitg[[thread_position_in_threadgroup]], - uint2 tptg[[threads_per_threadgroup]]) { + uint tiisg[[thread_index_in_simdgroup]], + uint sgitg[[simdgroup_index_in_threadgroup]]) { const uint8_t kmask1 = 0x03; const uint8_t kmask2 = 0x0C; @@ -1785,19 +1881,18 @@ kernel void kernel_mul_mat_q6_K_f32( const int64_t r0 = tgpig.x; const int64_t r1 = tgpig.y; - device const block_q6_K * x = (device const block_q6_K *) src0 + r0*nb; - device const float * yy = (device const float *) src1 + r1*ne10; + const int row = 2 * r0 + sgitg; - const int nth = tptg.x*tptg.y; - const int ith = tptg.y*tpitg.x + tpitg.y; + device const block_q6_K * x = (device const block_q6_K *) src0 + row * nb; //r0*nb; + device const float * yy = (device const float *) src1 + r1*ne10; float sumf = 0; #if QK_K == 256 - // Note: we absolutely assume that tptg.y = 16 and QK_K = 256! - const int iqs = 16 * tpitg.y; - const int ip = iqs / 128; // 0 or 1 - const int il = (iqs - 128*ip)/16; // 0...7 + const int tid = tiisg/2; + const int ix = tiisg%2; + const int ip = tid/8; // 0 or 1 + const int il = tid%8; const int n = 4; const int l0 = n*il; const int is = 8*ip + l0/16; @@ -1806,9 +1901,10 @@ kernel void kernel_mul_mat_q6_K_f32( const int q_offset_l = 64*ip + l0; const int q_offset_h = 32*ip + l0; - for (int i = tpitg.x; i < nb; i += tptg.x) { + for (int i = ix; i < nb; i += 2) { - device const uint8_t * ql = x[i].ql + q_offset_l; + device const uint8_t * q1 = x[i].ql + q_offset_l; + device const uint8_t * q2 = q1 + 32; device const uint8_t * qh = x[i].qh + q_offset_h; device const int8_t * sc = x[i].scales + is; @@ -1818,19 +1914,21 @@ kernel void kernel_mul_mat_q6_K_f32( float4 sums = {0.f, 0.f, 0.f, 0.f}; for (int l = 0; l < n; ++l) { - sums[0] += y[l+ 0] * ((int8_t)((ql[l+ 0] & 0xF) | ((qh[l] & kmask1) << 4)) - 32); - sums[1] += y[l+32] * ((int8_t)((ql[l+32] & 0xF) | ((qh[l] & kmask2) << 2)) - 32); - sums[2] += y[l+64] * ((int8_t)((ql[l+ 0] >> 4) | ((qh[l] & kmask3) << 0)) - 32); - sums[3] += y[l+96] * ((int8_t)((ql[l+32] >> 4) | ((qh[l] & kmask4) >> 2)) - 32); + sums[0] += y[l+ 0] * ((int8_t)((q1[l] & 0xF) | ((qh[l] & kmask1) << 4)) - 32); + sums[1] += y[l+32] * ((int8_t)((q2[l] & 0xF) | ((qh[l] & kmask2) << 2)) - 32); + sums[2] += y[l+64] * ((int8_t)((q1[l] >> 4) | ((qh[l] & kmask3) << 0)) - 32); + sums[3] += y[l+96] * ((int8_t)((q2[l] >> 4) | ((qh[l] & kmask4) >> 2)) - 32); } sumf += dall * (sums[0] * sc[0] + sums[1] * sc[2] + sums[2] * sc[4] + sums[3] * sc[6]); } + #else - const int il = 4*tpitg.x; // 0, 4, 8, 12 + const int ix = tiisg/4; + const int il = 4*(tiisg%4); - for (int i = tpitg.y; i < nb; i += tptg.y) { + for (int i = ix; i < nb; i += 8) { device const float * y = yy + i * QK_K + il; device const uint8_t * ql = x[i].ql + il; device const uint8_t * qh = x[i].qh + il; @@ -1850,23 +1948,8 @@ kernel void kernel_mul_mat_q6_K_f32( #endif - sum[ith] = sumf; - - // - // Accumulate the sum from all threads in the threadgroup - // - threadgroup_barrier(mem_flags::mem_threadgroup); - if (ith%4 == 0) { - for (int i = 1; i < 4; ++i) sum[ith] += sum[ith + i]; + const float tot = simd_sum(sumf); + if (tiisg == 0) { + dst[r1*ne0 + row] = tot; } - threadgroup_barrier(mem_flags::mem_threadgroup); - if (ith%16 == 0) { - for (int i = 4; i < 16; i += 4) sum[ith] += sum[ith + i]; - } - threadgroup_barrier(mem_flags::mem_threadgroup); - if (ith == 0) { - for (int i = 16; i < nth; i += 16) sum[0] += sum[i]; - dst[r1*ne0 + r0] = sum[0]; - } - } diff --git a/LLama/runtimes/libllama.dylib b/LLama/runtimes/libllama.dylib index 1fa1462b916b65f90a3a7b9e7fa91aba6359b0ad..4bf86d448df4e2892e239863cc1159509642f4fe 100755 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