Add another Rome model (#249)
* Add another Rome model
* Add gfx908 4P3L models and support
* Revert "Use cached value for detecting GDR support only once"
This reverts commit 67c8e72ce3.
* Skip using ibverb for GPU direct RDMA detection
* Fine tune one Rome model
Tento commit je obsažen v:
+77
-29
@@ -782,17 +782,33 @@ static bool getGpuNetCount(struct ncclTopoSystem* system, int id, int *ngpu, int
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return true;
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}
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/* compare GPUs by PCI ID */
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static int compareGPU (const void *g1, const void *g2, void *s) {
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struct ncclTopoSystem* system = (struct ncclTopoSystem*)s;
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return system->nodes[GPU].nodes[*(int *)g1].id > system->nodes[GPU].nodes[*(int *)g2].id;
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}
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static bool findGpuByXGMI(struct ncclTopoSystem* system, int cpu1, int cpu2, int *gpu1, int *gpu2, int use_shared, int ex1, int ex2) {
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int n, m, k, idx, c1, c2;
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uint64_t gid;
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int ngpus = system->nodes[GPU].count;
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if (ncclTopoIdToIndex(system, CPU, cpu1, &c1) == ncclInternalError) return false;
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if (ncclTopoIdToIndex(system, CPU, cpu2, &c2) == ncclInternalError) return false;
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int *s_gpus = (int *)malloc(sizeof(int)*ngpus);
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int s_ngpus = 0;
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// build a sorted list of source GPUs
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for (n = 0; n < ngpus; n++) {
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if (*gpu1 != -1 && system->nodes[GPU].nodes[n].gpu.dev != *gpu1) continue;
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if (system->nodes[GPU].nodes[n].gpu.dev == ex1) continue;
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if (system->nodes[GPU].nodes[n].paths[CPU][c1].count != 2) continue;
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struct ncclTopoNode* node = system->nodes[GPU].nodes+n;
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s_gpus[s_ngpus++] = n;
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}
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if (s_ngpus) qsort_r(s_gpus, s_ngpus, sizeof(int), compareGPU, system);
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for (n = 0; n < s_ngpus; n++) {
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struct ncclTopoNode* node = system->nodes[GPU].nodes+s_gpus[n];
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if (node->paths[GPU] == NULL) continue;
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idx = -1; gid = 0;
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for (m = 0; m < ngpus; m++) {
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@@ -807,7 +823,7 @@ static bool findGpuByXGMI(struct ncclTopoSystem* system, int cpu1, int cpu2, int
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if (link->type == LINK_NVL) {
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int is_shared = 0;
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for (k = 0; k < ngpus; k++) {
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if (k == m || k == n) continue;
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if (k == m || k == s_gpus[n]) continue;
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if ((system->nodes[GPU].nodes[k].id & 0xf0000) == (system->nodes[GPU].nodes[m].id & 0xf0000))
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break;
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}
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@@ -822,13 +838,15 @@ static bool findGpuByXGMI(struct ncclTopoSystem* system, int cpu1, int cpu2, int
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}
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if (idx != -1) break;
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}
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if (n < ngpus) {
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*gpu1 = system->nodes[GPU].nodes[n].gpu.dev;
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if (n < s_ngpus) {
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*gpu1 = system->nodes[GPU].nodes[s_gpus[n]].gpu.dev;
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*gpu2 = system->nodes[GPU].nodes[idx].gpu.dev;
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//printf("%s: c1 %d c2 %d gpu1 %d gpu2 %d use_shared %d ex1 %d, ex2 %d\n",
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// __func__, cpu1, cpu2, *gpu1, *gpu2, use_shared, ex1, ex2);
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return true;
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//printf("%s+: c1 %d c2 %d gpu1 %d gpu2 %d use_shared %d ex1 %d, ex2 %d\n",
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// __func__, cpu1, cpu2, *gpu1, *gpu2, use_shared, ex1, ex2);
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free(s_gpus);
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return true;
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}
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free(s_gpus);
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return false;
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}
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@@ -860,8 +878,10 @@ static bool validate4P1H(struct ncclTopoSystem* system, int *hive) {
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}
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static ncclResult_t parseRome4P2H(struct ncclTopoSystem* system, char **str) {
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static const char *ringBase_10302120 = "6 7 1 4 0 3 5 2|7 6 4 1 3 0 2 5";
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static const char *ringBase_11303011 = "2 1 0 3 6 7 5 4|7 6 4 5 1 2 3 0";
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static const char *ringBase_10302120_1 = "7 4 5 3 1 0 6 2|4 7 3 5 0 1 2 6";
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static const char *ringBase_10302120_2 = "6 4 7 5 0 1 3 2|6 5 7 4 2 3 1 0";
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static const char *ringBase_11303011_1 = "2 1 0 3 6 7 5 4|7 6 4 5 1 2 3 0";
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static const char *ringBase_11303011_2 = "0 6 2 3 1 7 5 4|7 1 4 5 6 0 3 2";
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static const char *ringBase;
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static char ringRemap[64];
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int id[8], dist[8];
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@@ -890,28 +910,56 @@ static ncclResult_t parseRome4P2H(struct ncclTopoSystem* system, char **str) {
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int g[8], h1[4], h2[4];
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for (int i = 0; i <8; i++) g[i] = -1;
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if (strcmp(pattern, "10302120") == 0) {
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// identify GPUs for pattern "10302120"
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if (!findGpuByXGMI(system, 1, 3, &g[1], &g[7], -1, -1, -1)) return ncclSuccess;
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if (!findGpuByXGMI(system, 2, 3, &g[4], &g[6], -1, -1, -1)) return ncclSuccess;
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if (!findGpuByXGMI(system, 0, 1, &g[0], &g[3], 0, -1, -1)) return ncclSuccess;
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if (!findGpuByXGMI(system, 2, 1, &g[5], &g[2], 1, g[4], g[1])) return ncclSuccess;
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// finally verify two XGMI hives for pattern "10302120"
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h1[0] = g[3]; h1[1] = g[0]; h1[2] = g[2]; h1[3] = g[5];
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h2[0] = g[7]; h2[1] = g[6]; h2[2] = g[4]; h2[3] = g[1];
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ringBase = ringBase_10302120;
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bool cross = findGpuByXGMI(system, 1, 2, &g[2], &g[6], 1, -1, -1);
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g[2] = g[6] = -1;
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if (cross) {
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// identify GPUs for pattern "10302120"
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if (!findGpuByXGMI(system, 0, 1, &g[1], &g[0], 0, -1, -1)) return ncclSuccess;
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if (!findGpuByXGMI(system, 0, 1, &g[1], &g[2], 1, -1, g[0])) return ncclSuccess;
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if (!findGpuByXGMI(system, 1, 2, &g[2], &g[6], 1, -1, -1)) return ncclSuccess;
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if (!findGpuByXGMI(system, 2, 1, &g[3], &g[5], 1, g[6], g[2])) return ncclSuccess;
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if (!findGpuByXGMI(system, 1, 3, &g[5], &g[4], -1, -1, -1)) return ncclSuccess;
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if (!findGpuByXGMI(system, 2, 3, &g[3], &g[7], -1, g[6], g[4])) return ncclSuccess;
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// finally verify two XGMI hives for pattern "10302120"
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h1[0] = g[1]; h1[1] = g[0]; h1[2] = g[6]; h1[3] = g[2];
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h2[0] = g[7]; h2[1] = g[4]; h2[2] = g[5]; h2[3] = g[3];
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ringBase = ringBase_10302120_1;
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} else {
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// identify GPUs for pattern "10302120"
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if (!findGpuByXGMI(system, 0, 1, &g[0], &g[1], 1, -1, -1)) return ncclSuccess;
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if (!findGpuByXGMI(system, 0, 1, &g[0], &g[3], 0, -1, -1)) return ncclSuccess;
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if (!findGpuByXGMI(system, 1, 1, &g[1], &g[2], -1, -1, g[3])) return ncclSuccess;
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if (!findGpuByXGMI(system, 2, 3, &g[5], &g[7], -1, -1, -1)) return ncclSuccess;
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if (!findGpuByXGMI(system, 2, 3, &g[4], &g[6], -1, g[5], g[7])) return ncclSuccess;
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// finally verify two XGMI hives for pattern "10302120"
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h1[0] = g[0]; h1[1] = g[1]; h1[2] = g[2]; h1[3] = g[3];
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h2[0] = g[4]; h2[1] = g[5]; h2[2] = g[7]; h2[3] = g[6];
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ringBase = ringBase_10302120_2;
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}
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}
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else if (strcmp(pattern, "11303011") == 0) {
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// identify GPUs for pattern "11303011"
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if (!findGpuByXGMI(system, 0, 1, &g[0], &g[1], 1, -1, -1)) return ncclSuccess;
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if (!findGpuByXGMI(system, 0, 1, &g[0], &g[3], 0, -1, -1)) return ncclSuccess;
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if (!findGpuByXGMI(system, 1, 1, &g[1], &g[2], -1, -1, -1)) return ncclSuccess;
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if (!findGpuByXGMI(system, 3, 2, &g[7], &g[5], -1, -1, -1)) return ncclSuccess;
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if (!findGpuByXGMI(system, 3, 2, &g[7], &g[6], -1, -1, g[5])) return ncclSuccess;
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if (!findGpuByXGMI(system, 2, 2, &g[5], &g[4], -1, -1, -1)) return ncclSuccess;
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// finally verify two XGMI hives for pattern "10302120"
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h1[0] = g[0]; h1[1] = g[1]; h1[2] = g[2]; h1[3] = g[3];
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h2[0] = g[4]; h2[1] = g[5]; h2[2] = g[7]; h2[3] = g[6];
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ringBase = ringBase_11303011;
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// there are 2 configurations for pattern "11303011"
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if (findGpuByXGMI(system, 1, 2, &g[2], &g[6], 1, -1, -1)) {
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if (!findGpuByXGMI(system, 2, 1, &g[4], &g[1], 1, g[6], g[2])) return ncclSuccess;
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if (!findGpuByXGMI(system, 0, 1, &g[0], &g[3], 0, -1, -1)) return ncclSuccess;
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if (!findGpuByXGMI(system, 3, 2, &g[7], &g[5], 1, -1, -1)) return ncclSuccess;
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// finally verify two XGMI hives for pattern "11303011"
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h1[0] = g[0]; h1[1] = g[3]; h1[2] = g[2]; h1[3] = g[6];
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h2[0] = g[1]; h2[1] = g[4]; h2[2] = g[5]; h2[3] = g[7];
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ringBase = ringBase_11303011_2;
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} else {
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// identify GPUs for pattern "11303011"
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if (!findGpuByXGMI(system, 0, 1, &g[0], &g[1], 1, -1, -1)) return ncclSuccess;
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if (!findGpuByXGMI(system, 0, 1, &g[0], &g[3], 0, -1, -1)) return ncclSuccess;
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if (!findGpuByXGMI(system, 1, 1, &g[1], &g[2], -1, -1, -1)) return ncclSuccess;
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if (!findGpuByXGMI(system, 3, 2, &g[7], &g[5], -1, -1, -1)) return ncclSuccess;
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if (!findGpuByXGMI(system, 3, 2, &g[7], &g[6], -1, -1, g[5])) return ncclSuccess;
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if (!findGpuByXGMI(system, 2, 2, &g[5], &g[4], -1, -1, -1)) return ncclSuccess;
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// finally verify two XGMI hives for pattern "11303011"
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h1[0] = g[0]; h1[1] = g[1]; h1[2] = g[2]; h1[3] = g[3];
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h2[0] = g[4]; h2[1] = g[5]; h2[2] = g[7]; h2[3] = g[6];
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ringBase = ringBase_11303011_1;
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}
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}
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else
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return ncclSuccess;
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@@ -743,11 +743,6 @@ ncclResult_t ncclTopoSetAffinity(struct ncclTopoSystem* system, int rank) {
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NCCLCHECK(ncclCpusetToStr(&finalMask, affinityStr));
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INFO(NCCL_INIT, "Setting affinity for GPU %d to %s", gpu->gpu.dev, affinityStr);
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SYSCHECK(sched_setaffinity(0, sizeof(cpu_set_t), &finalMask), "sched_setaffinity");
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int ret = numa_run_on_node(cpu->id);
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if (ret != 0)
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INFO(NCCL_INIT, "Failed to run on numa node %ld", cpu->id);
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else
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INFO(NCCL_INIT, "Thread is set to run on numa node %ld", cpu->id);
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}
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return ncclSuccess;
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}
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+2
-11
@@ -36,14 +36,6 @@ static ncclResult_t ncclNetCloseListen(void* listenComm) { NCCLCHECK(ncclNet->cl
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static ncclResult_t ncclGpuGdrSupport(int* gdrSupport) {
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int netDevs;
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NCCLCHECK(ncclNetDevices(&netDevs));
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pthread_mutex_t ncclParamMutexGpuGdrSupport = PTHREAD_MUTEX_INITIALIZER;
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static int gdrSupportCached[16] = {-1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1, -1};
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int cudaDev;
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CUDACHECK(hipGetDevice(&cudaDev));
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if (gdrSupportCached[cudaDev] != -1) {
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*gdrSupport = gdrSupportCached[cudaDev];
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return ncclSuccess;
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}
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*gdrSupport = 0;
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for (int dev=0; dev<netDevs; dev++) {
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// Find a net device which is GDR-capable
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@@ -52,6 +44,8 @@ static ncclResult_t ncclGpuGdrSupport(int* gdrSupport) {
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if ((props.ptrSupport & NCCL_PTR_CUDA) == 0) continue;
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#if defined(__HIP_PLATFORM_HCC__) || defined(__HCC__) || defined(__HIPCC__)
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if (!hasFineGrainVramPcie()) continue;
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*gdrSupport = 1;
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break;
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#endif
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// Allocate memory on the GPU and try to register it on the NIC.
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@@ -59,7 +53,6 @@ static ncclResult_t ncclGpuGdrSupport(int* gdrSupport) {
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ncclNetHandle_t handle;
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void* gpuPtr = NULL;
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void* mHandle = NULL;
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pthread_mutex_lock(&ncclParamMutexGpuGdrSupport);
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NCCLCHECK(ncclNetListen(dev, &handle, &lComm));
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NCCLCHECK(ncclNetConnect(dev, &handle, &sComm));
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NCCLCHECK(ncclNetAccept(lComm, &rComm));
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@@ -76,10 +69,8 @@ static ncclResult_t ncclGpuGdrSupport(int* gdrSupport) {
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NCCLCHECK(ncclNetCloseRecv(rComm));
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NCCLCHECK(ncclNetCloseSend(sComm));
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NCCLCHECK(ncclNetCloseListen(lComm));
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pthread_mutex_unlock(&ncclParamMutexGpuGdrSupport);
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break;
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}
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gdrSupportCached[cudaDev] = *gdrSupport;
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return ncclSuccess;
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}
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