Kyle Walker trains with Manchester City for crunch Real Madrid clash - in pictures

Pep Guardiola's team take 4-3 lead into Champions League semi-final second leg on Wednesday

Manchester City's defender Kyle Walker takes part in a training session on Tuesday, May 3, 2022, ahead of the team's Champions League semi-final second leg against Real Madrid. AFP

Manchester City's Kevin De Bruyne during a training session at the City Football Academy on Tuesday. PA

Kyle Walker during a training session at the City Football Academy in Manchester. PA

Manchester City's Gabriel Jesus during training for the clash against Real Madrid. Reuters

Manchester City's Raheem Sterling and Kevin De Bruyne during training on Tuesday. Reuters

Pep Guardiola oversees Manchester City training session on Tuesday. AFP

Kevin De Bruyne during training. Reuters

Raheem Sterling during training on Tuesday. Reuters

ack Grealish and Raheem Sterling train on Tuesday. Reuters

Kyle Walker returned to training following injury. Reuters

Manchester City's Kevin De Bruyne during training. Reuters

Ilkay Gundogan trains in Manchester. Reuters

Manchester City's Fernandinho during training. Reuters

Manchester City's Dutch defender Nathan Ake takes part in a training session. AFP

Manchester City's midfielder Riyad Mahrez takes part in a training session. AFP

Jack Grealish during a training session at the City Football Academy in Manchester. Getty

Manchester City's Bernardo Silva during training at the City Football Academy. PA

Riyad Mahrez takes part in a training session in Manchester. AFP

Manchester City's Phil Foden during training. Reuters

Manchester City's midfielder Jack Grealish takes part in a training session for the clash against Real Madrid. AFP

Ilkay Gundogan and Jack Grealish train on Tuesday. AFP

Joao Cancelo and Bernardo Silva have a laugh during training. AFP

Rodrigo during training. Getty

Manchester City received a significant boost ahead of their Champions League semi-final second leg against Real Madrid with the news that Kyle Walker is in contention to feature on Wednesday.

Walker has not played since picking up an ankle injury against Atletico Madrid in last month's Champions League quarter-final, and manager Pep Guardiola said he will make a late call on his fitness for the clash at the Bernabeu.

City will be looking to defend their 4-3 first-leg lead against Madrid, with a place in the final in Paris up for grabs.

Fellow England international John Stones, who limped off in City's win over Real at the Etihad Stadium last week and missed Saturday's Premier League win at Leeds United, remains unavailable.

"Walker trained and he will travel. We will decide tomorrow. He is three weeks without training but happy he is back ... Stones is not fit," Guardiola said on Tuesday.

City will look to reach their second straight Champions League final when they take on newly-crowned La Liga champions Real, hoping to erase memories of last year's defeat to Chelsea in the title match in Porto.

"Two good teams, we saw it one week ago. They are champions in Spain, we are trying to be champions here," Guardiola said. "We saw in the other game things we have to improve and we are going to try and do it."

Manchester City's Kevin De Bruyne celebrates scoring the first goal of the Champions League semi-final against Real Madrid at the Etihad Stadium, Manchester. City won the match 4-3 in an incredible contest. PA

Midfielder Kevin De Bruyne celebrates after scoring the first goal after just two minutes. AFP

Kevin de Bruyne heads Manchester City in front. Getty

Gabriel Jesus celebrates after scoring Manchester City's second goal after 11 minutes. Getty

Brazilian striker Gabriel Jesus celebrates with Kevin de Bruyne. AFP

Gabriel Jesus celebrates his goal. AFP

Manchester City's Gabriel Jesus scores the second goal. PA

Gabriel Jesus celebrates after scoring the second goal. AFP

Karim Benzema celebrates scoring their first goal. Reuters

Real Madrid's Karim Benzema pulls a goal back for the Spanish giants. AP

Karim Benzema celebrates his goal. AFP

Real Madrid coach Carlo Ancelotti and City's Pep Guardiola greet each other before kick-off. Getty

Phil Foden celebrates scoring City's third goal. PA

Foden makes it 3-1 to City. Action Images

Manchester City's Ederson throws a flare off the pitch after Phil Foden scored their third goal. Action Images

Vinicius Junior scores Real's second goal to make it 3-2. Getty

Vinicius Junior celebrates scoring. PA

Real Madrid's Vinicius Junior celebrates scoring their second goal. Action Images

City's Bernardo Silva scores their fourth goal. Action Images

Bernardo Silva celebrates scoring the fourth goal. PA

Real Madrid's Karim Benzema scores their third goal with a penalty. PA

Karim Benzema celebrates after scoring Real's third goal from the penalty spot, to make it 4-3 after the first leg. Getty

Carlo Ancelotti and Pep Guardiola shake hands after the match. EPA

The manager said City will probably have to improve on their first leg performance.

Early goals from Kevin de Bruyne and Gabriel Jesus gave City a comfortable lead at the Etihad Stadium, before Karim Benzema pulled one back in the first half. Phil Foden then put City two goal ahead after the break, only for Vinicius Jr to keep Real Madrid in the hunt.

City again pulled clear through a stunning Bernardo Silva strike but Benzema kept the contest alive with a superb Panenka-style penalty.

"Yes, probably we will have to be better [than in leg one to go through]," Guardiola added.

"But at the same time I would like to tell you one thing - we could play much, much worse than we played and we could win, and not anyone can deny my assessment is right.

"So nobody knows, football is unpredictable. Sometimes you get something you don't deserve, sometimes you don't get something maybe you deserve, for the effort, for many things."