Update ds_config.json

ds_config.json

@@ -0,0 +1,54 @@
+{
+    "zero_optimization": {
+        "stage": 3,
+        "overlap_comm": true,
+        "contiguous_gradients": true,
+        "sub_group_size": 0,
+        "reduce_bucket_size": "auto",
+        "stage3_prefetch_bucket_size": "auto",
+        "stage3_param_persistence_threshold": "auto",
+        "stage3_max_live_parameters": 0,
+        "stage3_max_reuse_distance": 0,
+        "stage3_gather_16bit_weights_on_model_save": true
+    },
+    "bf16": {
+        "enabled": true,
+        "auto_cast": false,
+        "loss_scale": 0,
+        "initial_scale_power": 32,
+        "loss_scale_window": 1000,
+        "hysteresis": 2,
+        "min_loss_scale": 1
+    },
+    "optimizer": {
+        "type": "AdamW",
+        "params": {
+            "lr": "auto",
+            "betas": [
+                0.9,
+                0.999
+            ],
+            "eps": 1e-8,
+            "weight_decay": 0
+        }
+    },
+    "scheduler": {
+        "type": "OneCycle",
+        "params": {
+            "cycle_first_step_size": 1000,
+            "cycle_first_stair_count": 500,
+            "cycle_second_step_size": 1000,
+            "cycle_second_stair_count": 500,
+            "decay_step_size": 1000,
+            "cycle_min_lr": 0,
+            "cycle_max_lr": 1e-5,
+            "decay_lr_rate": 0.001,
+            "cycle_min_mom": 0.85,
+            "cycle_max_mom": 0.99,
+            "decay_mom_rate": 0.0
+        }
+    },
+    "train_batch_size": "auto",
+    "train_micro_batch_size_per_gpu": "auto",
+    "wall_clock_breakdown": false
+}