Write vx_spawn_tasks_cluster
This scheduling logic tries to evenly distribute warps across *all* cores, instead of trying to fill up the first cores as much as possible. This scheme is necessary for the intra-cluster cores which are assumed to have equal workloads distributed.
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@@ -50,6 +50,7 @@ void vx_wspawn_wait();
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void vx_spawn_kernel(context_t * ctx, vx_spawn_kernel_cb callback, void * arg);
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void vx_spawn_tasks(int num_tasks, vx_spawn_tasks_cb callback, void * arg);
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void vx_spawn_tasks_cluster(int num_tasks, vx_spawn_tasks_cb callback, void * arg);
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void vx_serial(vx_serial_cb callback, void * arg);
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@@ -140,6 +140,87 @@ static void __attribute__ ((noinline)) spawn_tasks_all_cb() {
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vx_tmc_zero();
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}
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void vx_spawn_tasks_cluster(int num_tasks, vx_spawn_tasks_cb callback, void *arg) {
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// device specs
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int NC = vx_num_cores();
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int NW = vx_num_warps();
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int NT = vx_num_threads();
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// current core id
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int core_id = vx_core_id();
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if (core_id >= NUM_CORES_MAX)
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return;
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// Distribute threads equally across as many cores as possible, even if they
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// don't fill up NW*NT in a single core. This makes sure the warps get evenly
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// distributed in a single cluster
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//
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// TODO: Try to contain in a single cluster if possible?
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int num_active_cores = (num_tasks > NT) ? (num_tasks / NT) : 1;
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num_active_cores = MIN(num_active_cores, NC);
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if (core_id >= num_active_cores)
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return; // terminate extra cores
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int tasks_per_core = num_tasks / num_active_cores;
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int tasks_per_core_last = tasks_per_core;
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if (core_id == (num_active_cores - 1)) {
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int rem = num_tasks % num_active_cores;
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tasks_per_core_last += rem; // last core also executes remaining tasks
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}
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int num_full_warps = tasks_per_core_last / NT;
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int rem_threads_in_last_warp = tasks_per_core_last % NT;
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// sequential iterations
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int num_full_waves = 1;
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int rem_warps_in_last_wave = 0;
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if (num_full_warps >= NW) {
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// this division will result in the same value for both the last core and
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// the rest
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num_full_waves = num_full_warps / NW;
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rem_warps_in_last_wave = num_full_warps % NW;
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}
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int cluster_id = core_id / CORES_PER_CLUSTER;
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const int tasks_per_cluster = tasks_per_core * CORES_PER_CLUSTER;
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const int offset = cluster_id * tasks_per_cluster;
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wspawn_tasks_args_t wspawn_args = {callback, arg, offset, num_full_waves, rem_warps_in_last_wave};
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g_wspawn_args[core_id] = &wspawn_args;
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if (num_full_warps >= 1) {
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// execute callback on other warps
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int nw = MIN(num_full_warps, NW);
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vx_wspawn(nw, spawn_tasks_all_cb);
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// activate all threads
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vx_tmc(-1);
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// call stub routine
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spawn_tasks_cluster_all_stub();
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// back to single-threaded
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vx_tmc_one();
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// wait for spawn warps to terminate
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vx_wspawn_wait();
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}
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if (rem_threads_in_last_warp != 0) {
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// adjust offset
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wspawn_args.offset += (tasks_per_core_last - rem_threads_in_last_warp);
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// activate remaining threads
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int tmask = (1 << rem_threads_in_last_warp) - 1;
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vx_tmc(tmask);
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// call stub routine
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// FIXME: unimplemented for cluster!
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spawn_tasks_rem_stub();
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// back to single-threaded
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vx_tmc_one();
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}
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}
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void vx_spawn_tasks(int num_tasks, vx_spawn_tasks_cb callback , void * arg) {
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// device specs
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int NC = vx_num_cores();
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