From 65a2c644c973369abf8dca9dd81067a137840dfb Mon Sep 17 00:00:00 2001
From: tankya2 <tankya2@ihpc.a-star.edu.sg>
Date: Fri, 2 Feb 2024 13:02:09 +0800
Subject: [PATCH] Update computation setting

---
 README.md | 38 +++++++++++++++++++++++---------------
 1 file changed, 23 insertions(+), 15 deletions(-)

diff --git a/README.md b/README.md
index 2e9b09c..a5b4400 100644
--- a/README.md
+++ b/README.md
@@ -24,11 +24,12 @@ import numpy as np
 from qibo import Circuit, gates
 import qibo
 
-# Below shows 3 ways of setting the computation_settings
+# Below shows how to set the computation_settings
 # Note that for MPS_enabled and expectation_enabled parameters the accepted inputs are boolean or a dictionary with the format shown below.
 # If computation_settings is not specified, the default setting is used in which all booleans will be False. 
 # This will trigger the dense vector computation of the tensornet.
 
+computation_settings = {
     'MPI_enabled': False,
     'MPS_enabled': {
                 "qr_method": False,
@@ -41,20 +42,6 @@ import qibo
     'expectation_enabled': False
 }
 
-# computation_settings = {
-#    'MPI_enabled': False,
-#    'MPS_enabled': False,
-#    'NCCL_enabled': False,
-#    'expectation_enabled': {
-#        'pauli_string_pattern': "IXZ"
-# }
-
-# computation_settings = {
-#     'MPI_enabled': False,
-#     'MPS_enabled': True,
-#     'NCCL_enabled': False,
-#     'expectation_enabled': False
-# }
 
 qibo.set_backend(backend="qibotn", runcard=computation_settings)
 
@@ -70,6 +57,27 @@ result = c()
 print(result.state())
 ```
 
+Other examples of setting the computation_settings
+
+```py
+# Expectation computation with specific Pauli String pattern
+computation_settings = {
+   'MPI_enabled': False,
+   'MPS_enabled': False,
+   'NCCL_enabled': False,
+   'expectation_enabled': {
+       'pauli_string_pattern': "IXZ"
+}
+
+# Dense vector computation using multi node through MPI
+computation_settings = {
+    'MPI_enabled': False,
+    'MPS_enabled': True,
+    'NCCL_enabled': False,
+    'expectation_enabled': False
+}
+```
+
 ## Multi-Node
 Multi-node is enabled by setting either the MPI or NCCL enabled flag to True in the computation settings. Below shows the script to launch on 2 nodes with 2 GPUs each. $node_list contains the IP of the nodes assigned.